warning: commands will be executed using /bin/sh
job 5712 at Wed Oct  1 18:36:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140729/YutaMouse23-140729/YutaMouse23-140729
ElecNo	6
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2773065 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 924355 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 48594 members 
Mstep: Class 3 contains 48705 members 
Mstep: Class 4 contains 48378 members 
Mstep: Class 5 contains 48563 members 
Mstep: Class 6 contains 48505 members 
Mstep: Class 7 contains 48613 members 
Mstep: Class 8 contains 48693 members 
Mstep: Class 9 contains 48326 members 
Mstep: Class 10 contains 48606 members 
Mstep: Class 11 contains 49093 members 
Mstep: Class 12 contains 48308 members 
Mstep: Class 13 contains 48768 members 
Mstep: Class 14 contains 48898 members 
Mstep: Class 15 contains 48697 members 
Mstep: Class 16 contains 48951 members 
Mstep: Class 17 contains 48487 members 
Mstep: Class 18 contains 48380 members 
Mstep: Class 19 contains 48730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2869.000000 but Gain 3406.742188
Score: -168826144.000000 Penalty: 61321.304688
Iteration 0F: 19 clusters Score -1.688261e+08 nChanged 875311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2928 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 8179 members 
Mstep: Class 3 contains 131264 members 
Mstep: Class 4 contains 56168 members 
Mstep: Class 5 contains 35949 members 
Mstep: Class 6 contains 5902 members 
Mstep: Class 7 contains 13659 members 
Mstep: Class 8 contains 17523 members 
Mstep: Class 9 contains 24278 members 
Mstep: Class 11 contains 9842 members 
Mstep: Class 12 contains 28764 members 
Mstep: Class 13 contains 496807 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 12221 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 17 contains 12047 members 
Mstep: Class 18 contains 12811 members 
Mstep: Class 19 contains 15531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1823.219238 but Gain 3406.738281
Score: -174367984.000000 Penalty: 57914.566406
Iteration 1F: 18 clusters Score -1.74368e+08 nChanged 337180
Entering Unmasked Mstep 
Mstep: Class 0 contains 1784 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 4447 members 
Mstep: Class 3 contains 101012 members 
Mstep: Class 4 contains 129906 members 
Mstep: Class 5 contains 66513 members 
Mstep: Class 6 contains 3731 members 
Mstep: Class 7 contains 14408 members 
Mstep: Class 8 contains 29330 members 
Mstep: Class 9 contains 42808 members 
Mstep: Class 11 contains 1907 members 
Mstep: Class 12 contains 56797 members 
Mstep: Class 13 contains 408962 members 
Mstep: Class 14 contains 6607 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 16 contains 10562 members 
Mstep: Class 18 contains 14909 members 
Mstep: Class 19 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2222.028076 but Gain 3406.738281
Score: -175753216.000000 Penalty: 54507.828125
Iteration 2F: 17 clusters Score -1.757532e+08 nChanged 249537
Entering Unmasked Mstep 
Mstep: Class 0 contains 289 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 78282 members 
Mstep: Class 4 contains 72818 members 
Mstep: Class 5 contains 91147 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 52853 members 
Mstep: Class 9 contains 66509 members 
Mstep: Class 11 contains 1775 members 
Mstep: Class 12 contains 95287 members 
Mstep: Class 13 contains 363794 members 
Mstep: Class 14 contains 6235 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 10259 members 
Mstep: Class 18 contains 16199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -175950912.000000 Penalty: 54507.828125
Iteration 3F: 17 clusters Score -1.759509e+08 nChanged 209193
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 72877 members 
Mstep: Class 4 contains 65783 members 
Mstep: Class 5 contains 69935 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 20672 members 
Mstep: Class 8 contains 114345 members 
Mstep: Class 9 contains 78450 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 72115 members 
Mstep: Class 13 contains 317135 members 
Mstep: Class 14 contains 6505 members 
Mstep: Class 15 contains 1728 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 18 contains 22644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176022640.000000 Penalty: 54507.828125
Iteration 4F: 17 clusters Score -1.760226e+08 nChanged 163539
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 77075 members 
Mstep: Class 4 contains 72791 members 
Mstep: Class 5 contains 76230 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 27124 members 
Mstep: Class 8 contains 101291 members 
Mstep: Class 9 contains 66862 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 12 contains 72797 members 
Mstep: Class 13 contains 292492 members 
Mstep: Class 14 contains 6251 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 18 contains 33767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176089344.000000 Penalty: 54507.828125
Iteration 5F: 17 clusters Score -1.760893e+08 nChanged 114739
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 74983 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 74702 members 
Mstep: Class 4 contains 75478 members 
Mstep: Class 5 contains 74205 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 103144 members 
Mstep: Class 9 contains 71387 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 70120 members 
Mstep: Class 13 contains 271103 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 9427 members 
Mstep: Class 18 contains 51233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176187856.000000 Penalty: 54507.828125
Iteration 6F: 17 clusters Score -1.761879e+08 nChanged 106032
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 74381 members 
Mstep: Class 4 contains 76364 members 
Mstep: Class 5 contains 71101 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 38586 members 
Mstep: Class 8 contains 102952 members 
Mstep: Class 9 contains 66948 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 66894 members 
Mstep: Class 13 contains 249745 members 
Mstep: Class 14 contains 3903 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 9507 members 
Mstep: Class 18 contains 81414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176241200.000000 Penalty: 54507.828125
Iteration 7F: 17 clusters Score -1.762412e+08 nChanged 106809
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 73474 members 
Mstep: Class 4 contains 77771 members 
Mstep: Class 5 contains 74028 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 47640 members 
Mstep: Class 8 contains 104171 members 
Mstep: Class 9 contains 68777 members 
Mstep: Class 11 contains 1787 members 
Mstep: Class 12 contains 67702 members 
Mstep: Class 13 contains 228481 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 18 contains 88541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176306720.000000 Penalty: 54507.828125
Iteration 8F: 17 clusters Score -1.763067e+08 nChanged 86853
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 2089 members 
Mstep: Class 3 contains 73889 members 
Mstep: Class 4 contains 78254 members 
Mstep: Class 5 contains 79636 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 60331 members 
Mstep: Class 8 contains 104460 members 
Mstep: Class 9 contains 73699 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 12 contains 68465 members 
Mstep: Class 13 contains 209635 members 
Mstep: Class 14 contains 2603 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 9274 members 
Mstep: Class 18 contains 84699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176346208.000000 Penalty: 54507.828125
Iteration 9F: 17 clusters Score -1.763462e+08 nChanged 81449
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 3 contains 74294 members 
Mstep: Class 4 contains 78917 members 
Mstep: Class 5 contains 82791 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 69189 members 
Mstep: Class 8 contains 105409 members 
Mstep: Class 9 contains 75417 members 
Mstep: Class 11 contains 1794 members 
Mstep: Class 12 contains 70107 members 
Mstep: Class 13 contains 192580 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 9504 members 
Mstep: Class 18 contains 84215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176370192.000000 Penalty: 54507.828125
Iteration 10F: 17 clusters Score -1.763702e+08 nChanged 73458
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 75400 members 
Mstep: Class 4 contains 81010 members 
Mstep: Class 5 contains 85653 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 72011 members 
Mstep: Class 8 contains 105773 members 
Mstep: Class 9 contains 78632 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 72167 members 
Mstep: Class 13 contains 175710 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 18 contains 84998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176372256.000000 Penalty: 54507.828125
Iteration 11F: 17 clusters Score -1.763723e+08 nChanged 67922
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 77754 members 
Mstep: Class 4 contains 84891 members 
Mstep: Class 5 contains 88362 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 73263 members 
Mstep: Class 8 contains 107300 members 
Mstep: Class 9 contains 81475 members 
Mstep: Class 11 contains 1799 members 
Mstep: Class 12 contains 74435 members 
Mstep: Class 13 contains 156544 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 18 contains 85915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176399536.000000 Penalty: 54507.828125
Iteration 12F: 17 clusters Score -1.763995e+08 nChanged 56340
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 2095 members 
Mstep: Class 3 contains 79165 members 
Mstep: Class 4 contains 87358 members 
Mstep: Class 5 contains 90789 members 
Mstep: Class 6 contains 3220 members 
Mstep: Class 7 contains 74558 members 
Mstep: Class 8 contains 106464 members 
Mstep: Class 9 contains 83988 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 76863 members 
Mstep: Class 13 contains 142735 members 
Mstep: Class 14 contains 3887 members 
Mstep: Class 15 contains 1734 members 
Mstep: Class 16 contains 10472 members 
Mstep: Class 18 contains 86235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176423776.000000 Penalty: 54507.828125
Iteration 13F: 17 clusters Score -1.764238e+08 nChanged 50283
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 3 contains 80189 members 
Mstep: Class 4 contains 89070 members 
Mstep: Class 5 contains 92820 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 75840 members 
Mstep: Class 8 contains 104200 members 
Mstep: Class 9 contains 85714 members 
Mstep: Class 11 contains 1803 members 
Mstep: Class 12 contains 78887 members 
Mstep: Class 13 contains 132996 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 10700 members 
Mstep: Class 18 contains 86349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176442928.000000 Penalty: 54507.828125
Iteration 14F: 17 clusters Score -1.764429e+08 nChanged 45198
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 80743 members 
Mstep: Class 4 contains 90336 members 
Mstep: Class 5 contains 94131 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 76942 members 
Mstep: Class 8 contains 101525 members 
Mstep: Class 9 contains 86750 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80295 members 
Mstep: Class 13 contains 126190 members 
Mstep: Class 14 contains 6594 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 18 contains 86569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176460688.000000 Penalty: 54507.828125
Iteration 15Q: 17 clusters Score -1.764607e+08 nChanged 40311
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 2144 members 
Mstep: Class 3 contains 81010 members 
Mstep: Class 4 contains 91248 members 
Mstep: Class 5 contains 94539 members 
Mstep: Class 6 contains 3231 members 
Mstep: Class 7 contains 77897 members 
Mstep: Class 8 contains 99263 members 
Mstep: Class 9 contains 87176 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 81051 members 
Mstep: Class 13 contains 121288 members 
Mstep: Class 14 contains 9146 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11158 members 
Mstep: Class 18 contains 86726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176476736.000000 Penalty: 54507.828125
Iteration 16Q: 17 clusters Score -1.764767e+08 nChanged 36548
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 81053 members 
Mstep: Class 4 contains 91764 members 
Mstep: Class 5 contains 94248 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 78511 members 
Mstep: Class 8 contains 97433 members 
Mstep: Class 9 contains 87110 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 81436 members 
Mstep: Class 13 contains 117406 members 
Mstep: Class 14 contains 13189 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11357 members 
Mstep: Class 18 contains 86606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176493552.000000 Penalty: 54507.828125
Iteration 17Q: 17 clusters Score -1.764936e+08 nChanged 34259
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 80899 members 
Mstep: Class 4 contains 91878 members 
Mstep: Class 5 contains 93226 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 78774 members 
Mstep: Class 8 contains 96066 members 
Mstep: Class 9 contains 86550 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 81326 members 
Mstep: Class 13 contains 114256 members 
Mstep: Class 14 contains 19458 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11538 members 
Mstep: Class 18 contains 86091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176512896.000000 Penalty: 54507.828125
Iteration 18Q: 17 clusters Score -1.765129e+08 nChanged 33670
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 80645 members 
Mstep: Class 4 contains 91696 members 
Mstep: Class 5 contains 91514 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 7 contains 78605 members 
Mstep: Class 8 contains 94818 members 
Mstep: Class 9 contains 85240 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80570 members 
Mstep: Class 13 contains 111527 members 
Mstep: Class 14 contains 28842 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11697 members 
Mstep: Class 18 contains 85133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176537008.000000 Penalty: 54507.828125
Iteration 19Q: 17 clusters Score -1.76537e+08 nChanged 35228
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 80073 members 
Mstep: Class 4 contains 91419 members 
Mstep: Class 5 contains 88755 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 77929 members 
Mstep: Class 8 contains 93670 members 
Mstep: Class 9 contains 83516 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 79286 members 
Mstep: Class 13 contains 108799 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11817 members 
Mstep: Class 18 contains 83303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176566816.000000 Penalty: 54507.828125
Iteration 20F: 17 clusters Score -1.765668e+08 nChanged 39576
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 79284 members 
Mstep: Class 4 contains 90742 members 
Mstep: Class 5 contains 84451 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 77015 members 
Mstep: Class 8 contains 92376 members 
Mstep: Class 9 contains 81070 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 77394 members 
Mstep: Class 13 contains 106113 members 
Mstep: Class 14 contains 61652 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 18 contains 80352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176588944.000000 Penalty: 54507.828125
Iteration 21Q: 17 clusters Score -1.765889e+08 nChanged 46053
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 79089 members 
Mstep: Class 4 contains 89926 members 
Mstep: Class 5 contains 80128 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 74743 members 
Mstep: Class 8 contains 91044 members 
Mstep: Class 9 contains 78483 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 76147 members 
Mstep: Class 13 contains 103301 members 
Mstep: Class 14 contains 81663 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 16 contains 11924 members 
Mstep: Class 18 contains 76978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176576912.000000 Penalty: 54507.828125
Iteration 22Q: 17 clusters Score -1.765769e+08 nChanged 36566
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 2187 members 
Mstep: Class 3 contains 79782 members 
Mstep: Class 4 contains 89440 members 
Mstep: Class 5 contains 80558 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 76003 members 
Mstep: Class 8 contains 89608 members 
Mstep: Class 9 contains 79663 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 77862 members 
Mstep: Class 13 contains 100361 members 
Mstep: Class 14 contains 79685 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 18 contains 77817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176575136.000000 Penalty: 54507.828125
Iteration 23Q: 17 clusters Score -1.765751e+08 nChanged 22823
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 73210 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 79836 members 
Mstep: Class 4 contains 89096 members 
Mstep: Class 5 contains 80799 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 77200 members 
Mstep: Class 8 contains 88174 members 
Mstep: Class 9 contains 80401 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 78454 members 
Mstep: Class 13 contains 98018 members 
Mstep: Class 14 contains 79155 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 11899 members 
Mstep: Class 18 contains 78878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176573792.000000 Penalty: 54507.828125
Iteration 24Q: 17 clusters Score -1.765738e+08 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 73720 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 79897 members 
Mstep: Class 4 contains 88891 members 
Mstep: Class 5 contains 80846 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 78278 members 
Mstep: Class 8 contains 86917 members 
Mstep: Class 9 contains 80944 members 
Mstep: Class 11 contains 1806 members 
Mstep: Class 12 contains 78915 members 
Mstep: Class 13 contains 95733 members 
Mstep: Class 14 contains 79411 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 11990 members 
Mstep: Class 18 contains 79575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176572560.000000 Penalty: 54507.828125
Iteration 25Q: 17 clusters Score -1.765726e+08 nChanged 18425
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 79843 members 
Mstep: Class 4 contains 88645 members 
Mstep: Class 5 contains 80923 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 79252 members 
Mstep: Class 8 contains 86238 members 
Mstep: Class 9 contains 81409 members 
Mstep: Class 11 contains 1806 members 
Mstep: Class 12 contains 79192 members 
Mstep: Class 13 contains 93276 members 
Mstep: Class 14 contains 79809 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 18 contains 80233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176570352.000000 Penalty: 54507.828125
Iteration 26Q: 17 clusters Score -1.765704e+08 nChanged 17471
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 74619 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 79858 members 
Mstep: Class 4 contains 88655 members 
Mstep: Class 5 contains 80931 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 80125 members 
Mstep: Class 8 contains 85869 members 
Mstep: Class 9 contains 81837 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 79443 members 
Mstep: Class 13 contains 90484 members 
Mstep: Class 14 contains 80216 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12275 members 
Mstep: Class 18 contains 80794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176567152.000000 Penalty: 54507.828125
Iteration 27Q: 17 clusters Score -1.765672e+08 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 79946 members 
Mstep: Class 4 contains 88902 members 
Mstep: Class 5 contains 81060 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 81034 members 
Mstep: Class 8 contains 85854 members 
Mstep: Class 9 contains 82249 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 79675 members 
Mstep: Class 13 contains 87170 members 
Mstep: Class 14 contains 80615 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12406 members 
Mstep: Class 18 contains 81236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176566560.000000 Penalty: 54507.828125
Iteration 28Q: 17 clusters Score -1.765666e+08 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 79987 members 
Mstep: Class 4 contains 89070 members 
Mstep: Class 5 contains 81126 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 81998 members 
Mstep: Class 8 contains 85673 members 
Mstep: Class 9 contains 82571 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 79959 members 
Mstep: Class 13 contains 84135 members 
Mstep: Class 14 contains 80980 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12544 members 
Mstep: Class 18 contains 81665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176568688.000000 Penalty: 54507.828125
Iteration 29Q: 17 clusters Score -1.765687e+08 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 75757 members 
Mstep: Class 2 contains 2219 members 
Mstep: Class 3 contains 79625 members 
Mstep: Class 4 contains 88840 members 
Mstep: Class 5 contains 81161 members 
Mstep: Class 6 contains 3408 members 
Mstep: Class 7 contains 82952 members 
Mstep: Class 8 contains 85113 members 
Mstep: Class 9 contains 82874 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80149 members 
Mstep: Class 13 contains 82472 members 
Mstep: Class 14 contains 81323 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12693 members 
Mstep: Class 18 contains 82092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176570640.000000 Penalty: 54507.828125
Iteration 30Q: 17 clusters Score -1.765706e+08 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 79233 members 
Mstep: Class 4 contains 88424 members 
Mstep: Class 5 contains 81192 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 83868 members 
Mstep: Class 8 contains 84507 members 
Mstep: Class 9 contains 83080 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 80237 members 
Mstep: Class 13 contains 81460 members 
Mstep: Class 14 contains 81568 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12837 members 
Mstep: Class 18 contains 82528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176572432.000000 Penalty: 54507.828125
Iteration 31Q: 17 clusters Score -1.765724e+08 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 76391 members 
Mstep: Class 2 contains 2231 members 
Mstep: Class 3 contains 78921 members 
Mstep: Class 4 contains 87886 members 
Mstep: Class 5 contains 81191 members 
Mstep: Class 6 contains 3418 members 
Mstep: Class 7 contains 84808 members 
Mstep: Class 8 contains 83992 members 
Mstep: Class 9 contains 83196 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 80343 members 
Mstep: Class 13 contains 80723 members 
Mstep: Class 14 contains 81716 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 12982 members 
Mstep: Class 18 contains 82879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176573856.000000 Penalty: 54507.828125
Iteration 32Q: 17 clusters Score -1.765739e+08 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 78611 members 
Mstep: Class 4 contains 87468 members 
Mstep: Class 5 contains 81190 members 
Mstep: Class 6 contains 3430 members 
Mstep: Class 7 contains 85629 members 
Mstep: Class 8 contains 83471 members 
Mstep: Class 9 contains 83350 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 80334 members 
Mstep: Class 13 contains 80147 members 
Mstep: Class 14 contains 81788 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13143 members 
Mstep: Class 18 contains 83211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176574256.000000 Penalty: 54507.828125
Iteration 33Q: 17 clusters Score -1.765743e+08 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 2236 members 
Mstep: Class 3 contains 78254 members 
Mstep: Class 4 contains 87029 members 
Mstep: Class 5 contains 81172 members 
Mstep: Class 6 contains 3446 members 
Mstep: Class 7 contains 86439 members 
Mstep: Class 8 contains 83054 members 
Mstep: Class 9 contains 83438 members 
Mstep: Class 11 contains 1805 members 
Mstep: Class 12 contains 80308 members 
Mstep: Class 13 contains 79651 members 
Mstep: Class 14 contains 81894 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13278 members 
Mstep: Class 18 contains 83578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176575840.000000 Penalty: 54507.828125
Iteration 34Q: 17 clusters Score -1.765758e+08 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 77924 members 
Mstep: Class 4 contains 86571 members 
Mstep: Class 5 contains 81186 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 87121 members 
Mstep: Class 8 contains 82696 members 
Mstep: Class 9 contains 83538 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80345 members 
Mstep: Class 13 contains 79192 members 
Mstep: Class 14 contains 81973 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13426 members 
Mstep: Class 18 contains 83899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176577232.000000 Penalty: 54507.828125
Iteration 35Q: 17 clusters Score -1.765772e+08 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 77592 members 
Mstep: Class 4 contains 86180 members 
Mstep: Class 5 contains 81125 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 87663 members 
Mstep: Class 8 contains 82363 members 
Mstep: Class 9 contains 83654 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80383 members 
Mstep: Class 13 contains 78816 members 
Mstep: Class 14 contains 82010 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 18 contains 84332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176577456.000000 Penalty: 54507.828125
Iteration 36Q: 17 clusters Score -1.765775e+08 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 77288 members 
Mstep: Class 4 contains 85794 members 
Mstep: Class 5 contains 81152 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 88148 members 
Mstep: Class 8 contains 82056 members 
Mstep: Class 9 contains 83692 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 80367 members 
Mstep: Class 13 contains 78564 members 
Mstep: Class 14 contains 81972 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13744 members 
Mstep: Class 18 contains 84651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176578400.000000 Penalty: 54507.828125
Iteration 37Q: 17 clusters Score -1.765784e+08 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 2251 members 
Mstep: Class 3 contains 77049 members 
Mstep: Class 4 contains 85488 members 
Mstep: Class 5 contains 81312 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 88617 members 
Mstep: Class 8 contains 81727 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 80275 members 
Mstep: Class 13 contains 78297 members 
Mstep: Class 14 contains 81959 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 13884 members 
Mstep: Class 18 contains 84892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176580640.000000 Penalty: 54507.828125
Iteration 38Q: 17 clusters Score -1.765806e+08 nChanged 8390
Entering ConstructFrom: 
Score: -176580640.000000 Penalty: 54507.828125
Entering ConstructFrom: 
Trying to split cluster 1 (77895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77895 members 
Entering Unmasked Estep 
Score: -15094293.000000 Penalty: 2793.252930
	Iteration 0F: 2 clusters Score -1.509429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -15101427.000000 Penalty: 5586.505859
	Iteration 0F: 3 clusters Score -1.510143e+07 nChanged 36586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -15122141.000000 Penalty: 5586.505859
	Iteration 1F: 3 clusters Score -1.512214e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -15122748.000000 Penalty: 5586.505859
	Iteration 2F: 3 clusters Score -1.512275e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -15123594.000000 Penalty: 5586.505859
	Iteration 3Q: 3 clusters Score -1.512359e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -15124411.000000 Penalty: 5586.505859
	Iteration 4F: 3 clusters Score -1.512441e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -15125869.000000 Penalty: 5586.505859
	Iteration 5F: 3 clusters Score -1.512587e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -15128360.000000 Penalty: 5586.505859
	Iteration 6F: 3 clusters Score -1.512836e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15131648.000000 Penalty: 5586.505859
	Iteration 7F: 3 clusters Score -1.513165e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -15134629.000000 Penalty: 5586.505859
	Iteration 8F: 3 clusters Score -1.513463e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -15135457.000000 Penalty: 5586.505859
	Iteration 9Q: 3 clusters Score -1.513546e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -15135657.000000 Penalty: 5586.505859
	Iteration 10Q: 3 clusters Score -1.513566e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -15135582.000000 Penalty: 5586.505859
	Iteration 11Q: 3 clusters Score -1.513558e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -15135502.000000 Penalty: 5586.505859
	Iteration 12Q: 3 clusters Score -1.51355e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -15135468.000000 Penalty: 5586.505859
	Iteration 13Q: 3 clusters Score -1.513547e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -15135326.000000 Penalty: 5586.505859
	Iteration 14Q: 3 clusters Score -1.513533e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -15135211.000000 Penalty: 5586.505859
	Iteration 15Q: 3 clusters Score -1.513521e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -15135134.000000 Penalty: 5586.505859
	Iteration 16Q: 3 clusters Score -1.513513e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -15135050.000000 Penalty: 5586.505859
	Iteration 17Q: 3 clusters Score -1.513505e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -15134965.000000 Penalty: 5586.505859
	Iteration 18Q: 3 clusters Score -1.513496e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -15134870.000000 Penalty: 5586.505859
	Iteration 19Q: 3 clusters Score -1.513487e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -15134914.000000 Penalty: 5586.505859
	Iteration 20F: 3 clusters Score -1.513491e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -15134885.000000 Penalty: 5586.505859
	Iteration 21Q: 3 clusters Score -1.513488e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -15134825.000000 Penalty: 5586.505859
	Iteration 22Q: 3 clusters Score -1.513482e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -15134728.000000 Penalty: 5586.505859
	Iteration 23Q: 3 clusters Score -1.513473e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -15134645.000000 Penalty: 5586.505859
	Iteration 24Q: 3 clusters Score -1.513464e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -15134610.000000 Penalty: 5586.505859
	Iteration 25Q: 3 clusters Score -1.513461e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -15134592.000000 Penalty: 5586.505859
	Iteration 26Q: 3 clusters Score -1.513459e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -15134514.000000 Penalty: 5586.505859
	Iteration 27Q: 3 clusters Score -1.513451e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -15134533.000000 Penalty: 5586.505859
	Iteration 28Q: 3 clusters Score -1.513453e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -15134479.000000 Penalty: 5586.505859
	Iteration 29Q: 3 clusters Score -1.513448e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -15134461.000000 Penalty: 5586.505859
	Iteration 30Q: 3 clusters Score -1.513446e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -15134450.000000 Penalty: 5586.505859
	Iteration 31Q: 3 clusters Score -1.513445e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -15134318.000000 Penalty: 5586.505859
	Iteration 32Q: 3 clusters Score -1.513432e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -15134286.000000 Penalty: 5586.505859
	Iteration 33Q: 3 clusters Score -1.513429e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -15134140.000000 Penalty: 5586.505859
	Iteration 34Q: 3 clusters Score -1.513414e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -15134068.000000 Penalty: 5586.505859
	Iteration 35Q: 3 clusters Score -1.513407e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -15133916.000000 Penalty: 5586.505859
	Iteration 36Q: 3 clusters Score -1.513392e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -15133814.000000 Penalty: 5586.505859
	Iteration 37Q: 3 clusters Score -1.513381e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -15133655.000000 Penalty: 5586.505859
	Iteration 38Q: 3 clusters Score -1.513366e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -15133555.000000 Penalty: 5586.505859
	Iteration 39Q: 3 clusters Score -1.513356e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -15133501.000000 Penalty: 5586.505859
	Iteration 40F: 3 clusters Score -1.51335e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -15133438.000000 Penalty: 5586.505859
	Iteration 41Q: 3 clusters Score -1.513344e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -15133452.000000 Penalty: 5586.505859
	Iteration 42Q: 3 clusters Score -1.513345e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -15133389.000000 Penalty: 5586.505859
	Iteration 43Q: 3 clusters Score -1.513339e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -15133363.000000 Penalty: 5586.505859
	Iteration 44Q: 3 clusters Score -1.513336e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -15133319.000000 Penalty: 5586.505859
	Iteration 45Q: 3 clusters Score -1.513332e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -15133270.000000 Penalty: 5586.505859
	Iteration 46Q: 3 clusters Score -1.513327e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -15133194.000000 Penalty: 5586.505859
	Iteration 47Q: 3 clusters Score -1.513319e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -15133188.000000 Penalty: 5586.505859
	Iteration 48Q: 3 clusters Score -1.513319e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -15133115.000000 Penalty: 5586.505859
	Iteration 49Q: 3 clusters Score -1.513312e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -15133150.000000 Penalty: 5586.505859
	Iteration 50Q: 3 clusters Score -1.513315e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -15133094.000000 Penalty: 5586.505859
	Iteration 51Q: 3 clusters Score -1.513309e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -15133079.000000 Penalty: 5586.505859
	Iteration 52Q: 3 clusters Score -1.513308e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -15133024.000000 Penalty: 5586.505859
	Iteration 53Q: 3 clusters Score -1.513302e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -15133013.000000 Penalty: 5586.505859
	Iteration 54Q: 3 clusters Score -1.513301e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -15133002.000000 Penalty: 5586.505859
	Iteration 55Q: 3 clusters Score -1.5133e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -15133005.000000 Penalty: 5586.505859
	Iteration 56Q: 3 clusters Score -1.5133e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -15133083.000000 Penalty: 5586.505859
	Iteration 57Q: 3 clusters Score -1.513308e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -15133103.000000 Penalty: 5586.505859
	Iteration 58Q: 3 clusters Score -1.51331e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -15133098.000000 Penalty: 5586.505859
	Iteration 59Q: 3 clusters Score -1.51331e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -15133081.000000 Penalty: 5586.505859
	Iteration 60F: 3 clusters Score -1.513308e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -15133114.000000 Penalty: 5586.505859
	Iteration 61Q: 3 clusters Score -1.513311e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -15133161.000000 Penalty: 5586.505859
	Iteration 62Q: 3 clusters Score -1.513316e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -15133098.000000 Penalty: 5586.505859
	Iteration 63Q: 3 clusters Score -1.51331e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -15133101.000000 Penalty: 5586.505859
	Iteration 64Q: 3 clusters Score -1.51331e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -15133061.000000 Penalty: 5586.505859
	Iteration 65Q: 3 clusters Score -1.513306e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -15133079.000000 Penalty: 5586.505859
	Iteration 66Q: 3 clusters Score -1.513308e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -15133094.000000 Penalty: 5586.505859
	Iteration 67Q: 3 clusters Score -1.513309e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -15133086.000000 Penalty: 5586.505859
	Iteration 68Q: 3 clusters Score -1.513309e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -15133043.000000 Penalty: 5586.505859
	Iteration 69Q: 3 clusters Score -1.513304e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -15133076.000000 Penalty: 5586.505859
	Iteration 70Q: 3 clusters Score -1.513308e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -15133058.000000 Penalty: 5586.505859
	Iteration 71Q: 3 clusters Score -1.513306e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -15133147.000000 Penalty: 5586.505859
	Iteration 72Q: 3 clusters Score -1.513315e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -15133158.000000 Penalty: 5586.505859
	Iteration 73Q: 3 clusters Score -1.513316e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -15133176.000000 Penalty: 5586.505859
	Iteration 74Q: 3 clusters Score -1.513318e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -15133205.000000 Penalty: 5586.505859
	Iteration 75Q: 3 clusters Score -1.51332e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -15133335.000000 Penalty: 5586.505859
	Iteration 76Q: 3 clusters Score -1.513334e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -15133420.000000 Penalty: 5586.505859
	Iteration 77Q: 3 clusters Score -1.513342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -15133571.000000 Penalty: 5586.505859
	Iteration 78Q: 3 clusters Score -1.513357e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -15133646.000000 Penalty: 5586.505859
	Iteration 79Q: 3 clusters Score -1.513365e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -15133678.000000 Penalty: 5586.505859
	Iteration 80F: 3 clusters Score -1.513368e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -15133706.000000 Penalty: 5586.505859
	Iteration 81Q: 3 clusters Score -1.513371e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -15133642.000000 Penalty: 5586.505859
	Iteration 82Q: 3 clusters Score -1.513364e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -15133641.000000 Penalty: 5586.505859
	Iteration 83Q: 3 clusters Score -1.513364e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -15133678.000000 Penalty: 5586.505859
	Iteration 84Q: 3 clusters Score -1.513368e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -15133675.000000 Penalty: 5586.505859
	Iteration 85Q: 3 clusters Score -1.513368e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -15133703.000000 Penalty: 5586.505859
	Iteration 86Q: 3 clusters Score -1.51337e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -15133706.000000 Penalty: 5586.505859
	Iteration 87Q: 3 clusters Score -1.513371e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -15133651.000000 Penalty: 5586.505859
	Iteration 88Q: 3 clusters Score -1.513365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -15133679.000000 Penalty: 5586.505859
	Iteration 89Q: 3 clusters Score -1.513368e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -15133735.000000 Penalty: 5586.505859
	Iteration 90Q: 3 clusters Score -1.513374e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -15133720.000000 Penalty: 5586.505859
	Iteration 91Q: 3 clusters Score -1.513372e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -15133731.000000 Penalty: 5586.505859
	Iteration 92Q: 3 clusters Score -1.513373e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -15133731.000000 Penalty: 5586.505859
	Iteration 93Q: 3 clusters Score -1.513373e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -15133700.000000 Penalty: 5586.505859
	Iteration 94Q: 3 clusters Score -1.51337e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -15133719.000000 Penalty: 5586.505859
	Iteration 95Q: 3 clusters Score -1.513372e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -15133712.000000 Penalty: 5586.505859
	Iteration 96Q: 3 clusters Score -1.513371e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -15133721.000000 Penalty: 5586.505859
	Iteration 97Q: 3 clusters Score -1.513372e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -15133685.000000 Penalty: 5586.505859
	Iteration 98Q: 3 clusters Score -1.513368e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -15133643.000000 Penalty: 5586.505859
	Iteration 99Q: 3 clusters Score -1.513364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -15133652.000000 Penalty: 5586.505859
	Iteration 100F: 3 clusters Score -1.513365e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -15133632.000000 Penalty: 5586.505859
	Iteration 101Q: 3 clusters Score -1.513363e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -15133571.000000 Penalty: 5586.505859
	Iteration 102Q: 3 clusters Score -1.513357e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -15133550.000000 Penalty: 5586.505859
	Iteration 103Q: 3 clusters Score -1.513355e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -15133525.000000 Penalty: 5586.505859
	Iteration 104Q: 3 clusters Score -1.513352e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -15133528.000000 Penalty: 5586.505859
	Iteration 105Q: 3 clusters Score -1.513353e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -15133536.000000 Penalty: 5586.505859
	Iteration 106Q: 3 clusters Score -1.513354e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -15133567.000000 Penalty: 5586.505859
	Iteration 107Q: 3 clusters Score -1.513357e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -15133579.000000 Penalty: 5586.505859
	Iteration 108Q: 3 clusters Score -1.513358e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -15133570.000000 Penalty: 5586.505859
	Iteration 109Q: 3 clusters Score -1.513357e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -15133539.000000 Penalty: 5586.505859
	Iteration 110Q: 3 clusters Score -1.513354e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -15133523.000000 Penalty: 5586.505859
	Iteration 111Q: 3 clusters Score -1.513352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -15133501.000000 Penalty: 5586.505859
	Iteration 112Q: 3 clusters Score -1.51335e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -15133512.000000 Penalty: 5586.505859
	Iteration 113Q: 3 clusters Score -1.513351e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -15133551.000000 Penalty: 5586.505859
	Iteration 114Q: 3 clusters Score -1.513355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -15133490.000000 Penalty: 5586.505859
	Iteration 115Q: 3 clusters Score -1.513349e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -15133464.000000 Penalty: 5586.505859
	Iteration 116Q: 3 clusters Score -1.513346e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -15133454.000000 Penalty: 5586.505859
	Iteration 117Q: 3 clusters Score -1.513345e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -15133452.000000 Penalty: 5586.505859
	Iteration 118Q: 3 clusters Score -1.513345e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -15133482.000000 Penalty: 5586.505859
	Iteration 119Q: 3 clusters Score -1.513348e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -15133515.000000 Penalty: 5586.505859
	Iteration 120F: 3 clusters Score -1.513352e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -15133490.000000 Penalty: 5586.505859
	Iteration 121Q: 3 clusters Score -1.513349e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -15133496.000000 Penalty: 5586.505859
	Iteration 122Q: 3 clusters Score -1.51335e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -15133480.000000 Penalty: 5586.505859
	Iteration 123Q: 3 clusters Score -1.513348e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -15133500.000000 Penalty: 5586.505859
	Iteration 124Q: 3 clusters Score -1.51335e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -15133510.000000 Penalty: 5586.505859
	Iteration 125Q: 3 clusters Score -1.513351e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -15133551.000000 Penalty: 5586.505859
	Iteration 126Q: 3 clusters Score -1.513355e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -15133598.000000 Penalty: 5586.505859
	Iteration 127Q: 3 clusters Score -1.51336e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -15133617.000000 Penalty: 5586.505859
	Iteration 128Q: 3 clusters Score -1.513362e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -15133637.000000 Penalty: 5586.505859
	Iteration 129Q: 3 clusters Score -1.513364e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -15133664.000000 Penalty: 5586.505859
	Iteration 130Q: 3 clusters Score -1.513366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -15133657.000000 Penalty: 5586.505859
	Iteration 131Q: 3 clusters Score -1.513366e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -15133683.000000 Penalty: 5586.505859
	Iteration 132Q: 3 clusters Score -1.513368e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -15133651.000000 Penalty: 5586.505859
	Iteration 133Q: 3 clusters Score -1.513365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -15133624.000000 Penalty: 5586.505859
	Iteration 134Q: 3 clusters Score -1.513362e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -15133595.000000 Penalty: 5586.505859
	Iteration 135Q: 3 clusters Score -1.51336e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -15133582.000000 Penalty: 5586.505859
	Iteration 136Q: 3 clusters Score -1.513358e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -15133534.000000 Penalty: 5586.505859
	Iteration 137Q: 3 clusters Score -1.513353e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -15133541.000000 Penalty: 5586.505859
	Iteration 138Q: 3 clusters Score -1.513354e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -15133579.000000 Penalty: 5586.505859
	Iteration 139Q: 3 clusters Score -1.513358e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -15133594.000000 Penalty: 5586.505859
	Iteration 140F: 3 clusters Score -1.513359e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -15133606.000000 Penalty: 5586.505859
	Iteration 141Q: 3 clusters Score -1.513361e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -15133631.000000 Penalty: 5586.505859
	Iteration 142Q: 3 clusters Score -1.513363e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -15133645.000000 Penalty: 5586.505859
	Iteration 143Q: 3 clusters Score -1.513364e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -15133657.000000 Penalty: 5586.505859
	Iteration 144Q: 3 clusters Score -1.513366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -15133664.000000 Penalty: 5586.505859
	Iteration 145Q: 3 clusters Score -1.513366e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -15133678.000000 Penalty: 5586.505859
	Iteration 146Q: 3 clusters Score -1.513368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -15133696.000000 Penalty: 5586.505859
	Iteration 147Q: 3 clusters Score -1.51337e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -15133699.000000 Penalty: 5586.505859
	Iteration 148Q: 3 clusters Score -1.51337e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -15133698.000000 Penalty: 5586.505859
	Iteration 149Q: 3 clusters Score -1.51337e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -15133704.000000 Penalty: 5586.505859
	Iteration 150Q: 3 clusters Score -1.51337e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -15133698.000000 Penalty: 5586.505859
	Iteration 151Q: 3 clusters Score -1.51337e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -15133712.000000 Penalty: 5586.505859
	Iteration 152Q: 3 clusters Score -1.513371e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -15133730.000000 Penalty: 5586.505859
	Iteration 153Q: 3 clusters Score -1.513373e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -15133737.000000 Penalty: 5586.505859
	Iteration 154Q: 3 clusters Score -1.513374e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -15133735.000000 Penalty: 5586.505859
	Iteration 155Q: 3 clusters Score -1.513374e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15133746.000000 Penalty: 5586.505859
	Iteration 156Q: 3 clusters Score -1.513375e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -15133782.000000 Penalty: 5586.505859
	Iteration 157Q: 3 clusters Score -1.513378e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -15133770.000000 Penalty: 5586.505859
	Iteration 158Q: 3 clusters Score -1.513377e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -15133760.000000 Penalty: 5586.505859
	Iteration 159Q: 3 clusters Score -1.513376e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -15133801.000000 Penalty: 5586.505859
	Iteration 160F: 3 clusters Score -1.51338e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -15133836.000000 Penalty: 5586.505859
	Iteration 161Q: 3 clusters Score -1.513384e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15133847.000000 Penalty: 5586.505859
	Iteration 162Q: 3 clusters Score -1.513385e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -15133901.000000 Penalty: 5586.505859
	Iteration 163Q: 3 clusters Score -1.51339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -15133927.000000 Penalty: 5586.505859
	Iteration 164Q: 3 clusters Score -1.513393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15133907.000000 Penalty: 5586.505859
	Iteration 165Q: 3 clusters Score -1.513391e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -15133959.000000 Penalty: 5586.505859
	Iteration 166Q: 3 clusters Score -1.513396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -15133974.000000 Penalty: 5586.505859
	Iteration 167Q: 3 clusters Score -1.513397e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -15133975.000000 Penalty: 5586.505859
	Iteration 168Q: 3 clusters Score -1.513398e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -15133981.000000 Penalty: 5586.505859
	Iteration 169Q: 3 clusters Score -1.513398e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -15133986.000000 Penalty: 5586.505859
	Iteration 170Q: 3 clusters Score -1.513399e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -15133992.000000 Penalty: 5586.505859
	Iteration 171Q: 3 clusters Score -1.513399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -15134013.000000 Penalty: 5586.505859
	Iteration 172Q: 3 clusters Score -1.513401e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -15134050.000000 Penalty: 5586.505859
	Iteration 173Q: 3 clusters Score -1.513405e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -15134064.000000 Penalty: 5586.505859
	Iteration 174Q: 3 clusters Score -1.513406e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -15134075.000000 Penalty: 5586.505859
	Iteration 175Q: 3 clusters Score -1.513408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -15134070.000000 Penalty: 5586.505859
	Iteration 176Q: 3 clusters Score -1.513407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -15134066.000000 Penalty: 5586.505859
	Iteration 177Q: 3 clusters Score -1.513407e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -15134065.000000 Penalty: 5586.505859
	Iteration 178Q: 3 clusters Score -1.513406e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -15134101.000000 Penalty: 5586.505859
	Iteration 179Q: 3 clusters Score -1.51341e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -15134111.000000 Penalty: 5586.505859
	Iteration 180F: 3 clusters Score -1.513411e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -15134136.000000 Penalty: 5586.505859
	Iteration 181Q: 3 clusters Score -1.513414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -15134127.000000 Penalty: 5586.505859
	Iteration 182Q: 3 clusters Score -1.513413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -15134165.000000 Penalty: 5586.505859
	Iteration 183Q: 3 clusters Score -1.513416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -15134157.000000 Penalty: 5586.505859
	Iteration 184Q: 3 clusters Score -1.513416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -15134166.000000 Penalty: 5586.505859
	Iteration 185Q: 3 clusters Score -1.513417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -15134199.000000 Penalty: 5586.505859
	Iteration 186Q: 3 clusters Score -1.51342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -15134207.000000 Penalty: 5586.505859
	Iteration 187Q: 3 clusters Score -1.513421e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -15134251.000000 Penalty: 5586.505859
	Iteration 188Q: 3 clusters Score -1.513425e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -15134217.000000 Penalty: 5586.505859
	Iteration 189Q: 3 clusters Score -1.513422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -15134249.000000 Penalty: 5586.505859
	Iteration 190Q: 3 clusters Score -1.513425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -15134261.000000 Penalty: 5586.505859
	Iteration 191Q: 3 clusters Score -1.513426e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -15134228.000000 Penalty: 5586.505859
	Iteration 192Q: 3 clusters Score -1.513423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -15134231.000000 Penalty: 5586.505859
	Iteration 193Q: 3 clusters Score -1.513423e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -15134274.000000 Penalty: 5586.505859
	Iteration 194Q: 3 clusters Score -1.513427e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -15134275.000000 Penalty: 5586.505859
	Iteration 195Q: 3 clusters Score -1.513428e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -15134261.000000 Penalty: 5586.505859
	Iteration 196Q: 3 clusters Score -1.513426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -15134269.000000 Penalty: 5586.505859
	Iteration 197Q: 3 clusters Score -1.513427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -15134266.000000 Penalty: 5586.505859
	Iteration 198Q: 3 clusters Score -1.513427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -15134290.000000 Penalty: 5586.505859
	Iteration 199Q: 3 clusters Score -1.513429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -15134297.000000 Penalty: 5586.505859
	Iteration 200F: 3 clusters Score -1.51343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -15134294.000000 Penalty: 5586.505859
	Iteration 201Q: 3 clusters Score -1.513429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -15134292.000000 Penalty: 5586.505859
	Iteration 202Q: 3 clusters Score -1.513429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -15134321.000000 Penalty: 5586.505859
	Iteration 203Q: 3 clusters Score -1.513432e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -15134308.000000 Penalty: 5586.505859
	Iteration 204Q: 3 clusters Score -1.513431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -15134333.000000 Penalty: 5586.505859
	Iteration 205Q: 3 clusters Score -1.513433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -15134334.000000 Penalty: 5586.505859
	Iteration 206Q: 3 clusters Score -1.513433e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -15134364.000000 Penalty: 5586.505859
	Iteration 207Q: 3 clusters Score -1.513436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -15134350.000000 Penalty: 5586.505859
	Iteration 208Q: 3 clusters Score -1.513435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -15134375.000000 Penalty: 5586.505859
	Iteration 209Q: 3 clusters Score -1.513438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -15134371.000000 Penalty: 5586.505859
	Iteration 210Q: 3 clusters Score -1.513437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -15134375.000000 Penalty: 5586.505859
	Iteration 211Q: 3 clusters Score -1.513438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -15134362.000000 Penalty: 5586.505859
	Iteration 212Q: 3 clusters Score -1.513436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -15134367.000000 Penalty: 5586.505859
	Iteration 213Q: 3 clusters Score -1.513437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -15134373.000000 Penalty: 5586.505859
	Iteration 214Q: 3 clusters Score -1.513437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -15134369.000000 Penalty: 5586.505859
	Iteration 215Q: 3 clusters Score -1.513437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -15134375.000000 Penalty: 5586.505859
	Iteration 216Q: 3 clusters Score -1.513438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -15134366.000000 Penalty: 5586.505859
	Iteration 217Q: 3 clusters Score -1.513437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -15134393.000000 Penalty: 5586.505859
	Iteration 218Q: 3 clusters Score -1.513439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -15134402.000000 Penalty: 5586.505859
	Iteration 219Q: 3 clusters Score -1.51344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -15134409.000000 Penalty: 5586.505859
	Iteration 220F: 3 clusters Score -1.513441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15134430.000000 Penalty: 5586.505859
	Iteration 221Q: 3 clusters Score -1.513443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -15134394.000000 Penalty: 5586.505859
	Iteration 222Q: 3 clusters Score -1.513439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15134413.000000 Penalty: 5586.505859
	Iteration 223Q: 3 clusters Score -1.513441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15134409.000000 Penalty: 5586.505859
	Iteration 224Q: 3 clusters Score -1.513441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -15134403.000000 Penalty: 5586.505859
	Iteration 225Q: 3 clusters Score -1.51344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -15134406.000000 Penalty: 5586.505859
	Iteration 226Q: 3 clusters Score -1.513441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15134411.000000 Penalty: 5586.505859
	Iteration 227Q: 3 clusters Score -1.513441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -15134407.000000 Penalty: 5586.505859
	Iteration 228Q: 3 clusters Score -1.513441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -15134404.000000 Penalty: 5586.505859
	Iteration 229Q: 3 clusters Score -1.51344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -15134397.000000 Penalty: 5586.505859
	Iteration 230Q: 3 clusters Score -1.51344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -15134396.000000 Penalty: 5586.505859
	Iteration 231Q: 3 clusters Score -1.51344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -15134388.000000 Penalty: 5586.505859
	Iteration 232Q: 3 clusters Score -1.513439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -15134401.000000 Penalty: 5586.505859
	Iteration 233Q: 3 clusters Score -1.51344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15134402.000000 Penalty: 5586.505859
	Iteration 234Q: 3 clusters Score -1.51344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15134394.000000 Penalty: 5586.505859
	Iteration 235Q: 3 clusters Score -1.513439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15134399.000000 Penalty: 5586.505859
	Iteration 236Q: 3 clusters Score -1.51344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -15134417.000000 Penalty: 5586.505859
	Iteration 237Q: 3 clusters Score -1.513442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -15134401.000000 Penalty: 5586.505859
	Iteration 238Q: 3 clusters Score -1.51344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -15134408.000000 Penalty: 5586.505859
	Iteration 239Q: 3 clusters Score -1.513441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -15134397.000000 Penalty: 5586.505859
	Iteration 240F: 3 clusters Score -1.51344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -15134413.000000 Penalty: 5586.505859
	Iteration 241Q: 3 clusters Score -1.513441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -15134416.000000 Penalty: 5586.505859
	Iteration 242Q: 3 clusters Score -1.513442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -15134416.000000 Penalty: 5586.505859
	Iteration 243F: 3 clusters Score -1.513442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 3 contains 76723 members 
Mstep: Class 4 contains 85233 members 
Mstep: Class 5 contains 81322 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 18 contains 85146 members 
Entering Unmasked Estep 
Score: -176615792.000000 Penalty: 57914.566406
Splitting cluster 1 changes total score from -176580640.000000 to -176615792.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (2264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Entering Unmasked Estep 
Score: -419174.718750 Penalty: 1915.772339
	Iteration 0F: 2 clusters Score -419174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -416499.875000 Penalty: 3831.544678
	Iteration 0F: 3 clusters Score -416499.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -417504.250000 Penalty: 3831.544678
	Iteration 1F: 3 clusters Score -417504.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -418057.031250 Penalty: 3831.544678
	Iteration 2F: 3 clusters Score -418057 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -418527.625000 Penalty: 3831.544678
	Iteration 3F: 3 clusters Score -418527.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -419262.343750 Penalty: 3831.544678
	Iteration 4F: 3 clusters Score -419262.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -420849.656250 Penalty: 3831.544678
	Iteration 5F: 3 clusters Score -420849.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -422813.968750 Penalty: 3831.544678
	Iteration 6F: 3 clusters Score -422814 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -423900.656250 Penalty: 3831.544678
	Iteration 7F: 3 clusters Score -423900.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -424764.531250 Penalty: 3831.544678
	Iteration 8Q: 3 clusters Score -424764.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -425047.468750 Penalty: 3831.544678
	Iteration 9Q: 3 clusters Score -425047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -425067.906250 Penalty: 3831.544678
	Iteration 10Q: 3 clusters Score -425067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -425070.062500 Penalty: 3831.544678
	Iteration 11Q: 3 clusters Score -425070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -425070.062500 Penalty: 3831.544678
	Iteration 12F: 3 clusters Score -425070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 76723 members 
Mstep: Class 4 contains 85233 members 
Mstep: Class 5 contains 81322 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Entering Unmasked Estep 
Score: -176620464.000000 Penalty: 61321.304688
Splitting cluster 2 changes total score from -176580640.000000 to -176620464.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (76723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Entering Unmasked Estep 
Score: -15295120.000000 Penalty: 2789.493408
	Iteration 0F: 2 clusters Score -1.529512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -15300413.000000 Penalty: 5578.986816
	Iteration 0F: 3 clusters Score -1.530041e+07 nChanged 36012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -15320620.000000 Penalty: 5578.986816
	Iteration 1F: 3 clusters Score -1.532062e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -15321170.000000 Penalty: 5578.986816
	Iteration 2F: 3 clusters Score -1.532117e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -15321725.000000 Penalty: 5578.986816
	Iteration 3Q: 3 clusters Score -1.532172e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -15322255.000000 Penalty: 5578.986816
	Iteration 4Q: 3 clusters Score -1.532226e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -15322887.000000 Penalty: 5578.986816
	Iteration 5Q: 3 clusters Score -1.532289e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -15323532.000000 Penalty: 5578.986816
	Iteration 6Q: 3 clusters Score -1.532353e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -15324327.000000 Penalty: 5578.986816
	Iteration 7Q: 3 clusters Score -1.532433e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -15325370.000000 Penalty: 5578.986816
	Iteration 8Q: 3 clusters Score -1.532537e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -15326630.000000 Penalty: 5578.986816
	Iteration 9Q: 3 clusters Score -1.532663e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -15328072.000000 Penalty: 5578.986816
	Iteration 10Q: 3 clusters Score -1.532807e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -15329753.000000 Penalty: 5578.986816
	Iteration 11Q: 3 clusters Score -1.532975e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -15331710.000000 Penalty: 5578.986816
	Iteration 12Q: 3 clusters Score -1.533171e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -15333744.000000 Penalty: 5578.986816
	Iteration 13Q: 3 clusters Score -1.533374e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -15334991.000000 Penalty: 5578.986816
	Iteration 14Q: 3 clusters Score -1.533499e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -15335604.000000 Penalty: 5578.986816
	Iteration 15Q: 3 clusters Score -1.53356e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -15335788.000000 Penalty: 5578.986816
	Iteration 16Q: 3 clusters Score -1.533579e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -15335824.000000 Penalty: 5578.986816
	Iteration 17Q: 3 clusters Score -1.533582e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -15336048.000000 Penalty: 5578.986816
	Iteration 18Q: 3 clusters Score -1.533605e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -15336248.000000 Penalty: 5578.986816
	Iteration 19Q: 3 clusters Score -1.533625e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -15336320.000000 Penalty: 5578.986816
	Iteration 20F: 3 clusters Score -1.533632e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -15336442.000000 Penalty: 5578.986816
	Iteration 21Q: 3 clusters Score -1.533644e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -15336556.000000 Penalty: 5578.986816
	Iteration 22Q: 3 clusters Score -1.533656e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -15336679.000000 Penalty: 5578.986816
	Iteration 23Q: 3 clusters Score -1.533668e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -15336819.000000 Penalty: 5578.986816
	Iteration 24Q: 3 clusters Score -1.533682e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -15336931.000000 Penalty: 5578.986816
	Iteration 25Q: 3 clusters Score -1.533693e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -15336999.000000 Penalty: 5578.986816
	Iteration 26Q: 3 clusters Score -1.5337e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -15337083.000000 Penalty: 5578.986816
	Iteration 27Q: 3 clusters Score -1.533708e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -15337131.000000 Penalty: 5578.986816
	Iteration 28Q: 3 clusters Score -1.533713e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -15337207.000000 Penalty: 5578.986816
	Iteration 29Q: 3 clusters Score -1.533721e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -15337290.000000 Penalty: 5578.986816
	Iteration 30Q: 3 clusters Score -1.533729e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -15337362.000000 Penalty: 5578.986816
	Iteration 31Q: 3 clusters Score -1.533736e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -15337437.000000 Penalty: 5578.986816
	Iteration 32Q: 3 clusters Score -1.533744e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -15337515.000000 Penalty: 5578.986816
	Iteration 33Q: 3 clusters Score -1.533752e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -15337516.000000 Penalty: 5578.986816
	Iteration 34Q: 3 clusters Score -1.533752e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -15337558.000000 Penalty: 5578.986816
	Iteration 35Q: 3 clusters Score -1.533756e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -15337622.000000 Penalty: 5578.986816
	Iteration 36Q: 3 clusters Score -1.533762e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -15337659.000000 Penalty: 5578.986816
	Iteration 37Q: 3 clusters Score -1.533766e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -15337704.000000 Penalty: 5578.986816
	Iteration 38Q: 3 clusters Score -1.53377e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -15337735.000000 Penalty: 5578.986816
	Iteration 39Q: 3 clusters Score -1.533774e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -15337717.000000 Penalty: 5578.986816
	Iteration 40F: 3 clusters Score -1.533772e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -15337796.000000 Penalty: 5578.986816
	Iteration 41Q: 3 clusters Score -1.53378e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -15337807.000000 Penalty: 5578.986816
	Iteration 42Q: 3 clusters Score -1.533781e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -15337775.000000 Penalty: 5578.986816
	Iteration 43Q: 3 clusters Score -1.533778e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -15337841.000000 Penalty: 5578.986816
	Iteration 44Q: 3 clusters Score -1.533784e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -15337874.000000 Penalty: 5578.986816
	Iteration 45Q: 3 clusters Score -1.533787e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -15337909.000000 Penalty: 5578.986816
	Iteration 46Q: 3 clusters Score -1.533791e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -15337915.000000 Penalty: 5578.986816
	Iteration 47Q: 3 clusters Score -1.533792e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -15337920.000000 Penalty: 5578.986816
	Iteration 48Q: 3 clusters Score -1.533792e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -15337893.000000 Penalty: 5578.986816
	Iteration 49Q: 3 clusters Score -1.533789e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -15337908.000000 Penalty: 5578.986816
	Iteration 50Q: 3 clusters Score -1.533791e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -15337967.000000 Penalty: 5578.986816
	Iteration 51Q: 3 clusters Score -1.533797e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -15337965.000000 Penalty: 5578.986816
	Iteration 52Q: 3 clusters Score -1.533796e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -15337969.000000 Penalty: 5578.986816
	Iteration 53Q: 3 clusters Score -1.533797e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -15337927.000000 Penalty: 5578.986816
	Iteration 54Q: 3 clusters Score -1.533793e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -15337950.000000 Penalty: 5578.986816
	Iteration 55Q: 3 clusters Score -1.533795e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -15337927.000000 Penalty: 5578.986816
	Iteration 56Q: 3 clusters Score -1.533793e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -15337936.000000 Penalty: 5578.986816
	Iteration 57Q: 3 clusters Score -1.533794e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -15337953.000000 Penalty: 5578.986816
	Iteration 58Q: 3 clusters Score -1.533795e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -15337946.000000 Penalty: 5578.986816
	Iteration 59Q: 3 clusters Score -1.533795e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -15337975.000000 Penalty: 5578.986816
	Iteration 60F: 3 clusters Score -1.533798e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -15337950.000000 Penalty: 5578.986816
	Iteration 61Q: 3 clusters Score -1.533795e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -15337953.000000 Penalty: 5578.986816
	Iteration 62Q: 3 clusters Score -1.533795e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -15337965.000000 Penalty: 5578.986816
	Iteration 63Q: 3 clusters Score -1.533796e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -15337961.000000 Penalty: 5578.986816
	Iteration 64Q: 3 clusters Score -1.533796e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -15337935.000000 Penalty: 5578.986816
	Iteration 65Q: 3 clusters Score -1.533794e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -15337953.000000 Penalty: 5578.986816
	Iteration 66Q: 3 clusters Score -1.533795e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -15338015.000000 Penalty: 5578.986816
	Iteration 67Q: 3 clusters Score -1.533802e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -15338008.000000 Penalty: 5578.986816
	Iteration 68Q: 3 clusters Score -1.533801e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -15338021.000000 Penalty: 5578.986816
	Iteration 69Q: 3 clusters Score -1.533802e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -15338019.000000 Penalty: 5578.986816
	Iteration 70Q: 3 clusters Score -1.533802e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -15338007.000000 Penalty: 5578.986816
	Iteration 71Q: 3 clusters Score -1.533801e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -15338060.000000 Penalty: 5578.986816
	Iteration 72Q: 3 clusters Score -1.533806e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -15338063.000000 Penalty: 5578.986816
	Iteration 73Q: 3 clusters Score -1.533806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -15338071.000000 Penalty: 5578.986816
	Iteration 74Q: 3 clusters Score -1.533807e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -15338072.000000 Penalty: 5578.986816
	Iteration 75Q: 3 clusters Score -1.533807e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -15338076.000000 Penalty: 5578.986816
	Iteration 76Q: 3 clusters Score -1.533808e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -15338081.000000 Penalty: 5578.986816
	Iteration 77Q: 3 clusters Score -1.533808e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -15338111.000000 Penalty: 5578.986816
	Iteration 78Q: 3 clusters Score -1.533811e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -15338102.000000 Penalty: 5578.986816
	Iteration 79Q: 3 clusters Score -1.53381e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -15338091.000000 Penalty: 5578.986816
	Iteration 80F: 3 clusters Score -1.533809e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -15338084.000000 Penalty: 5578.986816
	Iteration 81Q: 3 clusters Score -1.533808e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -15338085.000000 Penalty: 5578.986816
	Iteration 82Q: 3 clusters Score -1.533808e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -15338117.000000 Penalty: 5578.986816
	Iteration 83Q: 3 clusters Score -1.533812e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -15338118.000000 Penalty: 5578.986816
	Iteration 84Q: 3 clusters Score -1.533812e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -15338150.000000 Penalty: 5578.986816
	Iteration 85Q: 3 clusters Score -1.533815e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -15338168.000000 Penalty: 5578.986816
	Iteration 86Q: 3 clusters Score -1.533817e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -15338151.000000 Penalty: 5578.986816
	Iteration 87Q: 3 clusters Score -1.533815e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -15338139.000000 Penalty: 5578.986816
	Iteration 88Q: 3 clusters Score -1.533814e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -15338148.000000 Penalty: 5578.986816
	Iteration 89Q: 3 clusters Score -1.533815e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -15338187.000000 Penalty: 5578.986816
	Iteration 90Q: 3 clusters Score -1.533819e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -15338225.000000 Penalty: 5578.986816
	Iteration 91Q: 3 clusters Score -1.533822e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -15338218.000000 Penalty: 5578.986816
	Iteration 92Q: 3 clusters Score -1.533822e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -15338284.000000 Penalty: 5578.986816
	Iteration 93Q: 3 clusters Score -1.533828e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -15338297.000000 Penalty: 5578.986816
	Iteration 94Q: 3 clusters Score -1.53383e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -15338310.000000 Penalty: 5578.986816
	Iteration 95Q: 3 clusters Score -1.533831e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -15338351.000000 Penalty: 5578.986816
	Iteration 96Q: 3 clusters Score -1.533835e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -15338410.000000 Penalty: 5578.986816
	Iteration 97Q: 3 clusters Score -1.533841e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -15338454.000000 Penalty: 5578.986816
	Iteration 98Q: 3 clusters Score -1.533845e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -15338462.000000 Penalty: 5578.986816
	Iteration 99Q: 3 clusters Score -1.533846e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -15338447.000000 Penalty: 5578.986816
	Iteration 100F: 3 clusters Score -1.533845e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -15338418.000000 Penalty: 5578.986816
	Iteration 101Q: 3 clusters Score -1.533842e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -15338398.000000 Penalty: 5578.986816
	Iteration 102Q: 3 clusters Score -1.53384e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -15338445.000000 Penalty: 5578.986816
	Iteration 103Q: 3 clusters Score -1.533844e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -15338472.000000 Penalty: 5578.986816
	Iteration 104Q: 3 clusters Score -1.533847e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -15338492.000000 Penalty: 5578.986816
	Iteration 105Q: 3 clusters Score -1.533849e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -15338491.000000 Penalty: 5578.986816
	Iteration 106Q: 3 clusters Score -1.533849e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -15338515.000000 Penalty: 5578.986816
	Iteration 107Q: 3 clusters Score -1.533852e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -15338491.000000 Penalty: 5578.986816
	Iteration 108Q: 3 clusters Score -1.533849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -15338454.000000 Penalty: 5578.986816
	Iteration 109Q: 3 clusters Score -1.533845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -15338422.000000 Penalty: 5578.986816
	Iteration 110Q: 3 clusters Score -1.533842e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -15338459.000000 Penalty: 5578.986816
	Iteration 111Q: 3 clusters Score -1.533846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -15338498.000000 Penalty: 5578.986816
	Iteration 112Q: 3 clusters Score -1.53385e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -15338499.000000 Penalty: 5578.986816
	Iteration 113Q: 3 clusters Score -1.53385e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -15338511.000000 Penalty: 5578.986816
	Iteration 114Q: 3 clusters Score -1.533851e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -15338519.000000 Penalty: 5578.986816
	Iteration 115Q: 3 clusters Score -1.533852e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -15338502.000000 Penalty: 5578.986816
	Iteration 116Q: 3 clusters Score -1.53385e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -15338515.000000 Penalty: 5578.986816
	Iteration 117Q: 3 clusters Score -1.533852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -15338506.000000 Penalty: 5578.986816
	Iteration 118Q: 3 clusters Score -1.533851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -15338481.000000 Penalty: 5578.986816
	Iteration 119Q: 3 clusters Score -1.533848e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -15338508.000000 Penalty: 5578.986816
	Iteration 120F: 3 clusters Score -1.533851e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -15338489.000000 Penalty: 5578.986816
	Iteration 121Q: 3 clusters Score -1.533849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -15338485.000000 Penalty: 5578.986816
	Iteration 122Q: 3 clusters Score -1.533848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -15338476.000000 Penalty: 5578.986816
	Iteration 123Q: 3 clusters Score -1.533848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -15338504.000000 Penalty: 5578.986816
	Iteration 124Q: 3 clusters Score -1.53385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -15338476.000000 Penalty: 5578.986816
	Iteration 125Q: 3 clusters Score -1.533848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -15338480.000000 Penalty: 5578.986816
	Iteration 126Q: 3 clusters Score -1.533848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -15338483.000000 Penalty: 5578.986816
	Iteration 127Q: 3 clusters Score -1.533848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -15338473.000000 Penalty: 5578.986816
	Iteration 128Q: 3 clusters Score -1.533847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -15338476.000000 Penalty: 5578.986816
	Iteration 129Q: 3 clusters Score -1.533848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -15338483.000000 Penalty: 5578.986816
	Iteration 130Q: 3 clusters Score -1.533848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -15338477.000000 Penalty: 5578.986816
	Iteration 131Q: 3 clusters Score -1.533848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -15338474.000000 Penalty: 5578.986816
	Iteration 132Q: 3 clusters Score -1.533847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -15338470.000000 Penalty: 5578.986816
	Iteration 133Q: 3 clusters Score -1.533847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -15338480.000000 Penalty: 5578.986816
	Iteration 134Q: 3 clusters Score -1.533848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -15338472.000000 Penalty: 5578.986816
	Iteration 135Q: 3 clusters Score -1.533847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -15338464.000000 Penalty: 5578.986816
	Iteration 136Q: 3 clusters Score -1.533846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -15338473.000000 Penalty: 5578.986816
	Iteration 137Q: 3 clusters Score -1.533847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -15338469.000000 Penalty: 5578.986816
	Iteration 138Q: 3 clusters Score -1.533847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -15338472.000000 Penalty: 5578.986816
	Iteration 139Q: 3 clusters Score -1.533847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -15338474.000000 Penalty: 5578.986816
	Iteration 140F: 3 clusters Score -1.533847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -15338476.000000 Penalty: 5578.986816
	Iteration 141Q: 3 clusters Score -1.533848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -15338467.000000 Penalty: 5578.986816
	Iteration 142Q: 3 clusters Score -1.533847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -15338450.000000 Penalty: 5578.986816
	Iteration 143Q: 3 clusters Score -1.533845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -15338466.000000 Penalty: 5578.986816
	Iteration 144Q: 3 clusters Score -1.533847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -15338474.000000 Penalty: 5578.986816
	Iteration 145Q: 3 clusters Score -1.533847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -15338471.000000 Penalty: 5578.986816
	Iteration 146Q: 3 clusters Score -1.533847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -15338466.000000 Penalty: 5578.986816
	Iteration 147Q: 3 clusters Score -1.533847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -15338469.000000 Penalty: 5578.986816
	Iteration 148Q: 3 clusters Score -1.533847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -15338469.000000 Penalty: 5578.986816
	Iteration 149Q: 3 clusters Score -1.533847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -15338459.000000 Penalty: 5578.986816
	Iteration 150Q: 3 clusters Score -1.533846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -15338471.000000 Penalty: 5578.986816
	Iteration 151Q: 3 clusters Score -1.533847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -15338473.000000 Penalty: 5578.986816
	Iteration 152Q: 3 clusters Score -1.533847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -15338480.000000 Penalty: 5578.986816
	Iteration 153Q: 3 clusters Score -1.533848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -15338474.000000 Penalty: 5578.986816
	Iteration 154Q: 3 clusters Score -1.533847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -15338460.000000 Penalty: 5578.986816
	Iteration 155Q: 3 clusters Score -1.533846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -15338451.000000 Penalty: 5578.986816
	Iteration 156Q: 3 clusters Score -1.533845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -15338457.000000 Penalty: 5578.986816
	Iteration 157Q: 3 clusters Score -1.533846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -15338457.000000 Penalty: 5578.986816
	Iteration 158F: 3 clusters Score -1.533846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 85233 members 
Mstep: Class 5 contains 81322 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Entering Unmasked Estep 
Score: -176668112.000000 Penalty: 64728.046875
Splitting cluster 3 changes total score from -176580640.000000 to -176668112.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (85233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85233 members 
Entering Unmasked Estep 
Score: -17158744.000000 Penalty: 2815.579590
	Iteration 0F: 2 clusters Score -1.715874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -17177244.000000 Penalty: 5631.159180
	Iteration 0F: 3 clusters Score -1.717724e+07 nChanged 40290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -17200778.000000 Penalty: 5631.159180
	Iteration 1F: 3 clusters Score -1.720078e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -17201606.000000 Penalty: 5631.159180
	Iteration 2F: 3 clusters Score -1.720161e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -17203052.000000 Penalty: 5631.159180
	Iteration 3Q: 3 clusters Score -1.720305e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -17204794.000000 Penalty: 5631.159180
	Iteration 4Q: 3 clusters Score -1.720479e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -17206906.000000 Penalty: 5631.159180
	Iteration 5F: 3 clusters Score -1.720691e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -17209734.000000 Penalty: 5631.159180
	Iteration 6F: 3 clusters Score -1.720973e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -17213312.000000 Penalty: 5631.159180
	Iteration 7F: 3 clusters Score -1.721331e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -17216528.000000 Penalty: 5631.159180
	Iteration 8F: 3 clusters Score -1.721653e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -17218512.000000 Penalty: 5631.159180
	Iteration 9F: 3 clusters Score -1.721851e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -17219360.000000 Penalty: 5631.159180
	Iteration 10Q: 3 clusters Score -1.721936e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -17219568.000000 Penalty: 5631.159180
	Iteration 11Q: 3 clusters Score -1.721957e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -17219774.000000 Penalty: 5631.159180
	Iteration 12Q: 3 clusters Score -1.721977e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -17219818.000000 Penalty: 5631.159180
	Iteration 13Q: 3 clusters Score -1.721982e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -17219982.000000 Penalty: 5631.159180
	Iteration 14Q: 3 clusters Score -1.721998e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -17220040.000000 Penalty: 5631.159180
	Iteration 15Q: 3 clusters Score -1.722004e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -17220090.000000 Penalty: 5631.159180
	Iteration 16Q: 3 clusters Score -1.722009e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -17220226.000000 Penalty: 5631.159180
	Iteration 17Q: 3 clusters Score -1.722023e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -17220380.000000 Penalty: 5631.159180
	Iteration 18Q: 3 clusters Score -1.722038e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -17220436.000000 Penalty: 5631.159180
	Iteration 19Q: 3 clusters Score -1.722044e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -17220506.000000 Penalty: 5631.159180
	Iteration 20F: 3 clusters Score -1.722051e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -17220558.000000 Penalty: 5631.159180
	Iteration 21Q: 3 clusters Score -1.722056e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -17220610.000000 Penalty: 5631.159180
	Iteration 22Q: 3 clusters Score -1.722061e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -17220650.000000 Penalty: 5631.159180
	Iteration 23Q: 3 clusters Score -1.722065e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -17220708.000000 Penalty: 5631.159180
	Iteration 24Q: 3 clusters Score -1.722071e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -17220706.000000 Penalty: 5631.159180
	Iteration 25Q: 3 clusters Score -1.722071e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -17220714.000000 Penalty: 5631.159180
	Iteration 26Q: 3 clusters Score -1.722071e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -17220846.000000 Penalty: 5631.159180
	Iteration 27Q: 3 clusters Score -1.722085e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -17220966.000000 Penalty: 5631.159180
	Iteration 28Q: 3 clusters Score -1.722097e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -17221016.000000 Penalty: 5631.159180
	Iteration 29Q: 3 clusters Score -1.722102e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -17221006.000000 Penalty: 5631.159180
	Iteration 30Q: 3 clusters Score -1.722101e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -17221088.000000 Penalty: 5631.159180
	Iteration 31Q: 3 clusters Score -1.722109e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -17221156.000000 Penalty: 5631.159180
	Iteration 32Q: 3 clusters Score -1.722116e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -17221132.000000 Penalty: 5631.159180
	Iteration 33Q: 3 clusters Score -1.722113e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -17221108.000000 Penalty: 5631.159180
	Iteration 34Q: 3 clusters Score -1.722111e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -17221110.000000 Penalty: 5631.159180
	Iteration 35Q: 3 clusters Score -1.722111e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -17221122.000000 Penalty: 5631.159180
	Iteration 36Q: 3 clusters Score -1.722112e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -17221190.000000 Penalty: 5631.159180
	Iteration 37Q: 3 clusters Score -1.722119e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -17221178.000000 Penalty: 5631.159180
	Iteration 38Q: 3 clusters Score -1.722118e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -17221198.000000 Penalty: 5631.159180
	Iteration 39Q: 3 clusters Score -1.72212e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -17221166.000000 Penalty: 5631.159180
	Iteration 40F: 3 clusters Score -1.722117e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -17221250.000000 Penalty: 5631.159180
	Iteration 41Q: 3 clusters Score -1.722125e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -17221282.000000 Penalty: 5631.159180
	Iteration 42Q: 3 clusters Score -1.722128e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -17221252.000000 Penalty: 5631.159180
	Iteration 43Q: 3 clusters Score -1.722125e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -17221244.000000 Penalty: 5631.159180
	Iteration 44Q: 3 clusters Score -1.722124e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -17221206.000000 Penalty: 5631.159180
	Iteration 45Q: 3 clusters Score -1.722121e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -17221228.000000 Penalty: 5631.159180
	Iteration 46Q: 3 clusters Score -1.722123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -17221238.000000 Penalty: 5631.159180
	Iteration 47Q: 3 clusters Score -1.722124e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -17221232.000000 Penalty: 5631.159180
	Iteration 48Q: 3 clusters Score -1.722123e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -17221212.000000 Penalty: 5631.159180
	Iteration 49Q: 3 clusters Score -1.722121e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -17221224.000000 Penalty: 5631.159180
	Iteration 50Q: 3 clusters Score -1.722122e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -17221214.000000 Penalty: 5631.159180
	Iteration 51Q: 3 clusters Score -1.722121e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -17221226.000000 Penalty: 5631.159180
	Iteration 52Q: 3 clusters Score -1.722123e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -17221254.000000 Penalty: 5631.159180
	Iteration 53Q: 3 clusters Score -1.722125e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -17221218.000000 Penalty: 5631.159180
	Iteration 54Q: 3 clusters Score -1.722122e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -17221226.000000 Penalty: 5631.159180
	Iteration 55Q: 3 clusters Score -1.722123e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -17221216.000000 Penalty: 5631.159180
	Iteration 56Q: 3 clusters Score -1.722122e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -17221222.000000 Penalty: 5631.159180
	Iteration 57Q: 3 clusters Score -1.722122e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -17221218.000000 Penalty: 5631.159180
	Iteration 58Q: 3 clusters Score -1.722122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -17221214.000000 Penalty: 5631.159180
	Iteration 59Q: 3 clusters Score -1.722121e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -17221226.000000 Penalty: 5631.159180
	Iteration 60F: 3 clusters Score -1.722123e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -17221212.000000 Penalty: 5631.159180
	Iteration 61Q: 3 clusters Score -1.722121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -17221222.000000 Penalty: 5631.159180
	Iteration 62Q: 3 clusters Score -1.722122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -17221256.000000 Penalty: 5631.159180
	Iteration 63Q: 3 clusters Score -1.722126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -17221222.000000 Penalty: 5631.159180
	Iteration 64Q: 3 clusters Score -1.722122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -17221206.000000 Penalty: 5631.159180
	Iteration 65Q: 3 clusters Score -1.722121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -17221214.000000 Penalty: 5631.159180
	Iteration 66Q: 3 clusters Score -1.722121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -17221204.000000 Penalty: 5631.159180
	Iteration 67Q: 3 clusters Score -1.72212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -17221206.000000 Penalty: 5631.159180
	Iteration 68Q: 3 clusters Score -1.722121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -17221220.000000 Penalty: 5631.159180
	Iteration 69Q: 3 clusters Score -1.722122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -17221222.000000 Penalty: 5631.159180
	Iteration 70Q: 3 clusters Score -1.722122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -17221226.000000 Penalty: 5631.159180
	Iteration 71Q: 3 clusters Score -1.722123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -17221230.000000 Penalty: 5631.159180
	Iteration 72Q: 3 clusters Score -1.722123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -17221228.000000 Penalty: 5631.159180
	Iteration 73Q: 3 clusters Score -1.722123e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -17221216.000000 Penalty: 5631.159180
	Iteration 74Q: 3 clusters Score -1.722122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -17221214.000000 Penalty: 5631.159180
	Iteration 75Q: 3 clusters Score -1.722121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -17221194.000000 Penalty: 5631.159180
	Iteration 76Q: 3 clusters Score -1.722119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -17221208.000000 Penalty: 5631.159180
	Iteration 77Q: 3 clusters Score -1.722121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -17221208.000000 Penalty: 5631.159180
	Iteration 78Q: 3 clusters Score -1.722121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -17221206.000000 Penalty: 5631.159180
	Iteration 79Q: 3 clusters Score -1.722121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -17221214.000000 Penalty: 5631.159180
	Iteration 80F: 3 clusters Score -1.722121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 81322 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Entering Unmasked Estep 
Score: -176737664.000000 Penalty: 68134.781250
Splitting cluster 4 changes total score from -176580640.000000 to -176737664.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (81322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Entering Unmasked Estep 
Score: -15302977.000000 Penalty: 2803.930420
	Iteration 0F: 2 clusters Score -1.530298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -15304804.000000 Penalty: 5607.860840
	Iteration 0F: 3 clusters Score -1.53048e+07 nChanged 38469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -15326784.000000 Penalty: 5607.860840
	Iteration 1F: 3 clusters Score -1.532678e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -15327503.000000 Penalty: 5607.860840
	Iteration 2Q: 3 clusters Score -1.53275e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -15328418.000000 Penalty: 5607.860840
	Iteration 3Q: 3 clusters Score -1.532842e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -15329614.000000 Penalty: 5607.860840
	Iteration 4Q: 3 clusters Score -1.532961e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -15331185.000000 Penalty: 5607.860840
	Iteration 5Q: 3 clusters Score -1.533118e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -15333334.000000 Penalty: 5607.860840
	Iteration 6F: 3 clusters Score -1.533333e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -15335257.000000 Penalty: 5607.860840
	Iteration 7F: 3 clusters Score -1.533526e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -15338014.000000 Penalty: 5607.860840
	Iteration 8F: 3 clusters Score -1.533801e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -15340914.000000 Penalty: 5607.860840
	Iteration 9F: 3 clusters Score -1.534091e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -15343221.000000 Penalty: 5607.860840
	Iteration 10Q: 3 clusters Score -1.534322e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -15344996.000000 Penalty: 5607.860840
	Iteration 11Q: 3 clusters Score -1.5345e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -15346238.000000 Penalty: 5607.860840
	Iteration 12Q: 3 clusters Score -1.534624e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -15347190.000000 Penalty: 5607.860840
	Iteration 13Q: 3 clusters Score -1.534719e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -15347958.000000 Penalty: 5607.860840
	Iteration 14Q: 3 clusters Score -1.534796e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -15348227.000000 Penalty: 5607.860840
	Iteration 15Q: 3 clusters Score -1.534823e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -15348302.000000 Penalty: 5607.860840
	Iteration 16Q: 3 clusters Score -1.53483e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -15348226.000000 Penalty: 5607.860840
	Iteration 17Q: 3 clusters Score -1.534823e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -15348193.000000 Penalty: 5607.860840
	Iteration 18Q: 3 clusters Score -1.534819e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -15348110.000000 Penalty: 5607.860840
	Iteration 19Q: 3 clusters Score -1.534811e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -15347950.000000 Penalty: 5607.860840
	Iteration 20F: 3 clusters Score -1.534795e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -15347883.000000 Penalty: 5607.860840
	Iteration 21Q: 3 clusters Score -1.534788e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -15347816.000000 Penalty: 5607.860840
	Iteration 22Q: 3 clusters Score -1.534782e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -15347705.000000 Penalty: 5607.860840
	Iteration 23Q: 3 clusters Score -1.53477e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -15347591.000000 Penalty: 5607.860840
	Iteration 24Q: 3 clusters Score -1.534759e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -15347545.000000 Penalty: 5607.860840
	Iteration 25Q: 3 clusters Score -1.534754e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -15347527.000000 Penalty: 5607.860840
	Iteration 26Q: 3 clusters Score -1.534753e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -15347494.000000 Penalty: 5607.860840
	Iteration 27Q: 3 clusters Score -1.534749e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -15347381.000000 Penalty: 5607.860840
	Iteration 28Q: 3 clusters Score -1.534738e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -15347364.000000 Penalty: 5607.860840
	Iteration 29Q: 3 clusters Score -1.534736e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -15347301.000000 Penalty: 5607.860840
	Iteration 30Q: 3 clusters Score -1.53473e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -15347288.000000 Penalty: 5607.860840
	Iteration 31Q: 3 clusters Score -1.534729e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -15347292.000000 Penalty: 5607.860840
	Iteration 32Q: 3 clusters Score -1.534729e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -15347249.000000 Penalty: 5607.860840
	Iteration 33Q: 3 clusters Score -1.534725e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -15347162.000000 Penalty: 5607.860840
	Iteration 34Q: 3 clusters Score -1.534716e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -15347134.000000 Penalty: 5607.860840
	Iteration 35Q: 3 clusters Score -1.534713e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -15347074.000000 Penalty: 5607.860840
	Iteration 36Q: 3 clusters Score -1.534707e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -15347031.000000 Penalty: 5607.860840
	Iteration 37Q: 3 clusters Score -1.534703e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -15346988.000000 Penalty: 5607.860840
	Iteration 38Q: 3 clusters Score -1.534699e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -15346994.000000 Penalty: 5607.860840
	Iteration 39Q: 3 clusters Score -1.534699e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -15346956.000000 Penalty: 5607.860840
	Iteration 40F: 3 clusters Score -1.534696e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -15346896.000000 Penalty: 5607.860840
	Iteration 41Q: 3 clusters Score -1.53469e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -15346891.000000 Penalty: 5607.860840
	Iteration 42Q: 3 clusters Score -1.534689e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -15346874.000000 Penalty: 5607.860840
	Iteration 43Q: 3 clusters Score -1.534687e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -15346794.000000 Penalty: 5607.860840
	Iteration 44Q: 3 clusters Score -1.534679e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -15346783.000000 Penalty: 5607.860840
	Iteration 45Q: 3 clusters Score -1.534678e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -15346720.000000 Penalty: 5607.860840
	Iteration 46Q: 3 clusters Score -1.534672e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -15346672.000000 Penalty: 5607.860840
	Iteration 47Q: 3 clusters Score -1.534667e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -15346621.000000 Penalty: 5607.860840
	Iteration 48Q: 3 clusters Score -1.534662e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -15346601.000000 Penalty: 5607.860840
	Iteration 49Q: 3 clusters Score -1.53466e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -15346631.000000 Penalty: 5607.860840
	Iteration 50Q: 3 clusters Score -1.534663e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -15346577.000000 Penalty: 5607.860840
	Iteration 51Q: 3 clusters Score -1.534658e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -15346592.000000 Penalty: 5607.860840
	Iteration 52Q: 3 clusters Score -1.534659e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -15346541.000000 Penalty: 5607.860840
	Iteration 53Q: 3 clusters Score -1.534654e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -15346497.000000 Penalty: 5607.860840
	Iteration 54Q: 3 clusters Score -1.53465e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -15346486.000000 Penalty: 5607.860840
	Iteration 55Q: 3 clusters Score -1.534649e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -15346467.000000 Penalty: 5607.860840
	Iteration 56Q: 3 clusters Score -1.534647e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -15346431.000000 Penalty: 5607.860840
	Iteration 57Q: 3 clusters Score -1.534643e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -15346417.000000 Penalty: 5607.860840
	Iteration 58Q: 3 clusters Score -1.534642e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -15346429.000000 Penalty: 5607.860840
	Iteration 59Q: 3 clusters Score -1.534643e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -15346415.000000 Penalty: 5607.860840
	Iteration 60F: 3 clusters Score -1.534642e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -15346386.000000 Penalty: 5607.860840
	Iteration 61Q: 3 clusters Score -1.534639e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -15346318.000000 Penalty: 5607.860840
	Iteration 62Q: 3 clusters Score -1.534632e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -15346352.000000 Penalty: 5607.860840
	Iteration 63Q: 3 clusters Score -1.534635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -15346282.000000 Penalty: 5607.860840
	Iteration 64Q: 3 clusters Score -1.534628e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -15346263.000000 Penalty: 5607.860840
	Iteration 65Q: 3 clusters Score -1.534626e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -15346233.000000 Penalty: 5607.860840
	Iteration 66Q: 3 clusters Score -1.534623e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -15346167.000000 Penalty: 5607.860840
	Iteration 67Q: 3 clusters Score -1.534617e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -15346139.000000 Penalty: 5607.860840
	Iteration 68Q: 3 clusters Score -1.534614e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -15346129.000000 Penalty: 5607.860840
	Iteration 69Q: 3 clusters Score -1.534613e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -15346084.000000 Penalty: 5607.860840
	Iteration 70Q: 3 clusters Score -1.534608e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -15346046.000000 Penalty: 5607.860840
	Iteration 71Q: 3 clusters Score -1.534605e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -15346036.000000 Penalty: 5607.860840
	Iteration 72Q: 3 clusters Score -1.534604e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -15345955.000000 Penalty: 5607.860840
	Iteration 73Q: 3 clusters Score -1.534596e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -15345941.000000 Penalty: 5607.860840
	Iteration 74Q: 3 clusters Score -1.534594e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -15345908.000000 Penalty: 5607.860840
	Iteration 75Q: 3 clusters Score -1.534591e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -15345891.000000 Penalty: 5607.860840
	Iteration 76Q: 3 clusters Score -1.534589e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -15345891.000000 Penalty: 5607.860840
	Iteration 77Q: 3 clusters Score -1.534589e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -15345896.000000 Penalty: 5607.860840
	Iteration 78Q: 3 clusters Score -1.53459e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -15345871.000000 Penalty: 5607.860840
	Iteration 79Q: 3 clusters Score -1.534587e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -15345833.000000 Penalty: 5607.860840
	Iteration 80F: 3 clusters Score -1.534583e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -15345809.000000 Penalty: 5607.860840
	Iteration 81Q: 3 clusters Score -1.534581e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -15345843.000000 Penalty: 5607.860840
	Iteration 82Q: 3 clusters Score -1.534584e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -15345867.000000 Penalty: 5607.860840
	Iteration 83Q: 3 clusters Score -1.534587e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -15345885.000000 Penalty: 5607.860840
	Iteration 84Q: 3 clusters Score -1.534588e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -15345876.000000 Penalty: 5607.860840
	Iteration 85Q: 3 clusters Score -1.534588e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -15345874.000000 Penalty: 5607.860840
	Iteration 86Q: 3 clusters Score -1.534587e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -15345913.000000 Penalty: 5607.860840
	Iteration 87Q: 3 clusters Score -1.534591e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -15345909.000000 Penalty: 5607.860840
	Iteration 88Q: 3 clusters Score -1.534591e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -15345899.000000 Penalty: 5607.860840
	Iteration 89Q: 3 clusters Score -1.53459e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -15345908.000000 Penalty: 5607.860840
	Iteration 90Q: 3 clusters Score -1.534591e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -15345884.000000 Penalty: 5607.860840
	Iteration 91Q: 3 clusters Score -1.534588e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -15345879.000000 Penalty: 5607.860840
	Iteration 92Q: 3 clusters Score -1.534588e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -15345830.000000 Penalty: 5607.860840
	Iteration 93Q: 3 clusters Score -1.534583e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -15345798.000000 Penalty: 5607.860840
	Iteration 94Q: 3 clusters Score -1.53458e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -15345789.000000 Penalty: 5607.860840
	Iteration 95Q: 3 clusters Score -1.534579e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -15345787.000000 Penalty: 5607.860840
	Iteration 96Q: 3 clusters Score -1.534579e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -15345771.000000 Penalty: 5607.860840
	Iteration 97Q: 3 clusters Score -1.534577e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -15345742.000000 Penalty: 5607.860840
	Iteration 98Q: 3 clusters Score -1.534574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -15345733.000000 Penalty: 5607.860840
	Iteration 99Q: 3 clusters Score -1.534573e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -15345713.000000 Penalty: 5607.860840
	Iteration 100F: 3 clusters Score -1.534571e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -15345712.000000 Penalty: 5607.860840
	Iteration 101Q: 3 clusters Score -1.534571e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -15345687.000000 Penalty: 5607.860840
	Iteration 102Q: 3 clusters Score -1.534569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -15345671.000000 Penalty: 5607.860840
	Iteration 103Q: 3 clusters Score -1.534567e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -15345643.000000 Penalty: 5607.860840
	Iteration 104Q: 3 clusters Score -1.534564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -15345659.000000 Penalty: 5607.860840
	Iteration 105Q: 3 clusters Score -1.534566e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -15345669.000000 Penalty: 5607.860840
	Iteration 106Q: 3 clusters Score -1.534567e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -15345655.000000 Penalty: 5607.860840
	Iteration 107Q: 3 clusters Score -1.534566e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -15345634.000000 Penalty: 5607.860840
	Iteration 108Q: 3 clusters Score -1.534563e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -15345620.000000 Penalty: 5607.860840
	Iteration 109Q: 3 clusters Score -1.534562e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -15345648.000000 Penalty: 5607.860840
	Iteration 110Q: 3 clusters Score -1.534565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -15345661.000000 Penalty: 5607.860840
	Iteration 111Q: 3 clusters Score -1.534566e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -15345676.000000 Penalty: 5607.860840
	Iteration 112Q: 3 clusters Score -1.534568e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -15345692.000000 Penalty: 5607.860840
	Iteration 113Q: 3 clusters Score -1.534569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -15345669.000000 Penalty: 5607.860840
	Iteration 114Q: 3 clusters Score -1.534567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -15345660.000000 Penalty: 5607.860840
	Iteration 115Q: 3 clusters Score -1.534566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -15345669.000000 Penalty: 5607.860840
	Iteration 116Q: 3 clusters Score -1.534567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -15345706.000000 Penalty: 5607.860840
	Iteration 117Q: 3 clusters Score -1.534571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -15345690.000000 Penalty: 5607.860840
	Iteration 118Q: 3 clusters Score -1.534569e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -15345689.000000 Penalty: 5607.860840
	Iteration 119Q: 3 clusters Score -1.534569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -15345693.000000 Penalty: 5607.860840
	Iteration 120F: 3 clusters Score -1.534569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -15345697.000000 Penalty: 5607.860840
	Iteration 121Q: 3 clusters Score -1.53457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -15345693.000000 Penalty: 5607.860840
	Iteration 122Q: 3 clusters Score -1.534569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -15345690.000000 Penalty: 5607.860840
	Iteration 123Q: 3 clusters Score -1.534569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -15345694.000000 Penalty: 5607.860840
	Iteration 124Q: 3 clusters Score -1.534569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -15345683.000000 Penalty: 5607.860840
	Iteration 125Q: 3 clusters Score -1.534568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -15345680.000000 Penalty: 5607.860840
	Iteration 126Q: 3 clusters Score -1.534568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -15345665.000000 Penalty: 5607.860840
	Iteration 127Q: 3 clusters Score -1.534566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -15345672.000000 Penalty: 5607.860840
	Iteration 128Q: 3 clusters Score -1.534567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -15345661.000000 Penalty: 5607.860840
	Iteration 129Q: 3 clusters Score -1.534566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -15345644.000000 Penalty: 5607.860840
	Iteration 130Q: 3 clusters Score -1.534564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -15345643.000000 Penalty: 5607.860840
	Iteration 131Q: 3 clusters Score -1.534564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -15345667.000000 Penalty: 5607.860840
	Iteration 132Q: 3 clusters Score -1.534567e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -15345662.000000 Penalty: 5607.860840
	Iteration 133Q: 3 clusters Score -1.534566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -15345661.000000 Penalty: 5607.860840
	Iteration 134Q: 3 clusters Score -1.534566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -15345666.000000 Penalty: 5607.860840
	Iteration 135Q: 3 clusters Score -1.534567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -15345670.000000 Penalty: 5607.860840
	Iteration 136Q: 3 clusters Score -1.534567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -15345640.000000 Penalty: 5607.860840
	Iteration 137Q: 3 clusters Score -1.534564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -15345641.000000 Penalty: 5607.860840
	Iteration 138Q: 3 clusters Score -1.534564e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -15345646.000000 Penalty: 5607.860840
	Iteration 139Q: 3 clusters Score -1.534565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -15345649.000000 Penalty: 5607.860840
	Iteration 140F: 3 clusters Score -1.534565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -15345647.000000 Penalty: 5607.860840
	Iteration 141Q: 3 clusters Score -1.534565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -15345656.000000 Penalty: 5607.860840
	Iteration 142Q: 3 clusters Score -1.534566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -15345668.000000 Penalty: 5607.860840
	Iteration 143Q: 3 clusters Score -1.534567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -15345657.000000 Penalty: 5607.860840
	Iteration 144Q: 3 clusters Score -1.534566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -15345676.000000 Penalty: 5607.860840
	Iteration 145Q: 3 clusters Score -1.534568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -15345659.000000 Penalty: 5607.860840
	Iteration 146Q: 3 clusters Score -1.534566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345653.000000 Penalty: 5607.860840
	Iteration 147Q: 3 clusters Score -1.534565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -15345651.000000 Penalty: 5607.860840
	Iteration 148Q: 3 clusters Score -1.534565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -15345656.000000 Penalty: 5607.860840
	Iteration 149Q: 3 clusters Score -1.534566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -15345648.000000 Penalty: 5607.860840
	Iteration 150Q: 3 clusters Score -1.534565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345639.000000 Penalty: 5607.860840
	Iteration 151Q: 3 clusters Score -1.534564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345637.000000 Penalty: 5607.860840
	Iteration 152Q: 3 clusters Score -1.534564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345645.000000 Penalty: 5607.860840
	Iteration 153Q: 3 clusters Score -1.534564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -15345638.000000 Penalty: 5607.860840
	Iteration 154Q: 3 clusters Score -1.534564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -15345638.000000 Penalty: 5607.860840
	Iteration 155Q: 3 clusters Score -1.534564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -15345635.000000 Penalty: 5607.860840
	Iteration 156Q: 3 clusters Score -1.534564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345627.000000 Penalty: 5607.860840
	Iteration 157Q: 3 clusters Score -1.534563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -15345627.000000 Penalty: 5607.860840
	Iteration 158F: 3 clusters Score -1.534563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Entering Unmasked Estep 
Score: -176782832.000000 Penalty: 71541.523438
Splitting cluster 5 changes total score from -176580640.000000 to -176782832.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (3499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Entering Unmasked Estep 
Score: -592988.062500 Penalty: 2023.737671
	Iteration 0F: 2 clusters Score -592988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -590670.437500 Penalty: 4047.475342
	Iteration 0F: 3 clusters Score -590670.4 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -600853.500000 Penalty: 4047.475342
	Iteration 1F: 3 clusters Score -600853.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -604412.500000 Penalty: 4047.475342
	Iteration 2F: 3 clusters Score -604412.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -604667.812500 Penalty: 4047.475342
	Iteration 3Q: 3 clusters Score -604667.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -604710.187500 Penalty: 4047.475342
	Iteration 4Q: 3 clusters Score -604710.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -604724.562500 Penalty: 4047.475342
	Iteration 5Q: 3 clusters Score -604724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -604735.500000 Penalty: 4047.475342
	Iteration 6Q: 3 clusters Score -604735.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -604745.437500 Penalty: 4047.475342
	Iteration 7Q: 3 clusters Score -604745.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -604747.937500 Penalty: 4047.475342
	Iteration 8Q: 3 clusters Score -604747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -604749.937500 Penalty: 4047.475342
	Iteration 9Q: 3 clusters Score -604749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -604751.750000 Penalty: 4047.475342
	Iteration 10Q: 3 clusters Score -604751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -604752.750000 Penalty: 4047.475342
	Iteration 11Q: 3 clusters Score -604752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -604751.812500 Penalty: 4047.475342
	Iteration 12Q: 3 clusters Score -604751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -604752.937500 Penalty: 4047.475342
	Iteration 13Q: 3 clusters Score -604752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -604752.937500 Penalty: 4047.475342
	Iteration 14F: 3 clusters Score -604752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 89034 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Entering Unmasked Estep 
Score: -176793328.000000 Penalty: 74948.265625
Splitting cluster 6 changes total score from -176580640.000000 to -176793328.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (89034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89034 members 
Entering Unmasked Estep 
Score: -16339919.000000 Penalty: 2826.399902
	Iteration 0F: 2 clusters Score -1.633992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -16335319.000000 Penalty: 5652.799805
	Iteration 0F: 3 clusters Score -1.633532e+07 nChanged 42103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -16359543.000000 Penalty: 5652.799805
	Iteration 1F: 3 clusters Score -1.635954e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -16360649.000000 Penalty: 5652.799805
	Iteration 2Q: 3 clusters Score -1.636065e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -16361630.000000 Penalty: 5652.799805
	Iteration 3Q: 3 clusters Score -1.636163e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -16363396.000000 Penalty: 5652.799805
	Iteration 4F: 3 clusters Score -1.63634e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -16366061.000000 Penalty: 5652.799805
	Iteration 5F: 3 clusters Score -1.636606e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -16369729.000000 Penalty: 5652.799805
	Iteration 6F: 3 clusters Score -1.636973e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -16372444.000000 Penalty: 5652.799805
	Iteration 7F: 3 clusters Score -1.637244e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -16373405.000000 Penalty: 5652.799805
	Iteration 8F: 3 clusters Score -1.63734e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -16373635.000000 Penalty: 5652.799805
	Iteration 9Q: 3 clusters Score -1.637364e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -16373650.000000 Penalty: 5652.799805
	Iteration 10Q: 3 clusters Score -1.637365e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -16373595.000000 Penalty: 5652.799805
	Iteration 11Q: 3 clusters Score -1.63736e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -16373588.000000 Penalty: 5652.799805
	Iteration 12Q: 3 clusters Score -1.637359e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -16373587.000000 Penalty: 5652.799805
	Iteration 13Q: 3 clusters Score -1.637359e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -16373563.000000 Penalty: 5652.799805
	Iteration 14Q: 3 clusters Score -1.637356e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -16373648.000000 Penalty: 5652.799805
	Iteration 15Q: 3 clusters Score -1.637365e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -16373646.000000 Penalty: 5652.799805
	Iteration 16Q: 3 clusters Score -1.637365e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -16373601.000000 Penalty: 5652.799805
	Iteration 17Q: 3 clusters Score -1.63736e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -16373657.000000 Penalty: 5652.799805
	Iteration 18Q: 3 clusters Score -1.637366e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -16373766.000000 Penalty: 5652.799805
	Iteration 19Q: 3 clusters Score -1.637377e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -16373841.000000 Penalty: 5652.799805
	Iteration 20F: 3 clusters Score -1.637384e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -16373899.000000 Penalty: 5652.799805
	Iteration 21Q: 3 clusters Score -1.63739e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -16373877.000000 Penalty: 5652.799805
	Iteration 22Q: 3 clusters Score -1.637388e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -16373873.000000 Penalty: 5652.799805
	Iteration 23Q: 3 clusters Score -1.637387e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -16373896.000000 Penalty: 5652.799805
	Iteration 24Q: 3 clusters Score -1.63739e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -16373905.000000 Penalty: 5652.799805
	Iteration 25Q: 3 clusters Score -1.63739e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -16373907.000000 Penalty: 5652.799805
	Iteration 26Q: 3 clusters Score -1.637391e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -16373924.000000 Penalty: 5652.799805
	Iteration 27Q: 3 clusters Score -1.637392e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -16373838.000000 Penalty: 5652.799805
	Iteration 28Q: 3 clusters Score -1.637384e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -16373823.000000 Penalty: 5652.799805
	Iteration 29Q: 3 clusters Score -1.637382e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -16373824.000000 Penalty: 5652.799805
	Iteration 30Q: 3 clusters Score -1.637382e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -16373843.000000 Penalty: 5652.799805
	Iteration 31Q: 3 clusters Score -1.637384e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -16373789.000000 Penalty: 5652.799805
	Iteration 32Q: 3 clusters Score -1.637379e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -16373801.000000 Penalty: 5652.799805
	Iteration 33Q: 3 clusters Score -1.63738e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -16373808.000000 Penalty: 5652.799805
	Iteration 34Q: 3 clusters Score -1.637381e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -16373772.000000 Penalty: 5652.799805
	Iteration 35Q: 3 clusters Score -1.637377e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -16373794.000000 Penalty: 5652.799805
	Iteration 36Q: 3 clusters Score -1.637379e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -16373867.000000 Penalty: 5652.799805
	Iteration 37Q: 3 clusters Score -1.637387e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -16373934.000000 Penalty: 5652.799805
	Iteration 38Q: 3 clusters Score -1.637393e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -16373930.000000 Penalty: 5652.799805
	Iteration 39Q: 3 clusters Score -1.637393e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -16373961.000000 Penalty: 5652.799805
	Iteration 40F: 3 clusters Score -1.637396e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -16374041.000000 Penalty: 5652.799805
	Iteration 41Q: 3 clusters Score -1.637404e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -16374111.000000 Penalty: 5652.799805
	Iteration 42Q: 3 clusters Score -1.637411e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -16374142.000000 Penalty: 5652.799805
	Iteration 43Q: 3 clusters Score -1.637414e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -16374226.000000 Penalty: 5652.799805
	Iteration 44Q: 3 clusters Score -1.637423e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -16374248.000000 Penalty: 5652.799805
	Iteration 45Q: 3 clusters Score -1.637425e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -16374263.000000 Penalty: 5652.799805
	Iteration 46Q: 3 clusters Score -1.637426e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -16374239.000000 Penalty: 5652.799805
	Iteration 47Q: 3 clusters Score -1.637424e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -16374253.000000 Penalty: 5652.799805
	Iteration 48Q: 3 clusters Score -1.637425e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -16374225.000000 Penalty: 5652.799805
	Iteration 49Q: 3 clusters Score -1.637422e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -16374322.000000 Penalty: 5652.799805
	Iteration 50Q: 3 clusters Score -1.637432e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -16374406.000000 Penalty: 5652.799805
	Iteration 51Q: 3 clusters Score -1.637441e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -16374456.000000 Penalty: 5652.799805
	Iteration 52Q: 3 clusters Score -1.637446e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -16374507.000000 Penalty: 5652.799805
	Iteration 53Q: 3 clusters Score -1.637451e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -16374508.000000 Penalty: 5652.799805
	Iteration 54Q: 3 clusters Score -1.637451e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -16374575.000000 Penalty: 5652.799805
	Iteration 55Q: 3 clusters Score -1.637458e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -16374606.000000 Penalty: 5652.799805
	Iteration 56Q: 3 clusters Score -1.637461e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -16374644.000000 Penalty: 5652.799805
	Iteration 57Q: 3 clusters Score -1.637464e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -16374651.000000 Penalty: 5652.799805
	Iteration 58Q: 3 clusters Score -1.637465e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -16374641.000000 Penalty: 5652.799805
	Iteration 59Q: 3 clusters Score -1.637464e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -16374672.000000 Penalty: 5652.799805
	Iteration 60F: 3 clusters Score -1.637467e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -16374710.000000 Penalty: 5652.799805
	Iteration 61Q: 3 clusters Score -1.637471e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -16374760.000000 Penalty: 5652.799805
	Iteration 62Q: 3 clusters Score -1.637476e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -16374819.000000 Penalty: 5652.799805
	Iteration 63Q: 3 clusters Score -1.637482e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -16374831.000000 Penalty: 5652.799805
	Iteration 64Q: 3 clusters Score -1.637483e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -16374816.000000 Penalty: 5652.799805
	Iteration 65Q: 3 clusters Score -1.637482e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -16374855.000000 Penalty: 5652.799805
	Iteration 66Q: 3 clusters Score -1.637486e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -16374893.000000 Penalty: 5652.799805
	Iteration 67Q: 3 clusters Score -1.637489e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -16374965.000000 Penalty: 5652.799805
	Iteration 68Q: 3 clusters Score -1.637496e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -16374966.000000 Penalty: 5652.799805
	Iteration 69Q: 3 clusters Score -1.637497e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -16374972.000000 Penalty: 5652.799805
	Iteration 70Q: 3 clusters Score -1.637497e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -16374990.000000 Penalty: 5652.799805
	Iteration 71Q: 3 clusters Score -1.637499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -16374979.000000 Penalty: 5652.799805
	Iteration 72Q: 3 clusters Score -1.637498e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -16375005.000000 Penalty: 5652.799805
	Iteration 73Q: 3 clusters Score -1.6375e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -16374963.000000 Penalty: 5652.799805
	Iteration 74Q: 3 clusters Score -1.637496e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -16375036.000000 Penalty: 5652.799805
	Iteration 75Q: 3 clusters Score -1.637504e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -16375071.000000 Penalty: 5652.799805
	Iteration 76Q: 3 clusters Score -1.637507e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -16375081.000000 Penalty: 5652.799805
	Iteration 77Q: 3 clusters Score -1.637508e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -16375086.000000 Penalty: 5652.799805
	Iteration 78Q: 3 clusters Score -1.637509e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -16375070.000000 Penalty: 5652.799805
	Iteration 79Q: 3 clusters Score -1.637507e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -16375119.000000 Penalty: 5652.799805
	Iteration 80F: 3 clusters Score -1.637512e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -16375105.000000 Penalty: 5652.799805
	Iteration 81Q: 3 clusters Score -1.63751e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -16375166.000000 Penalty: 5652.799805
	Iteration 82Q: 3 clusters Score -1.637517e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -16375188.000000 Penalty: 5652.799805
	Iteration 83Q: 3 clusters Score -1.637519e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -16375233.000000 Penalty: 5652.799805
	Iteration 84Q: 3 clusters Score -1.637523e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -16375209.000000 Penalty: 5652.799805
	Iteration 85Q: 3 clusters Score -1.637521e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -16375197.000000 Penalty: 5652.799805
	Iteration 86Q: 3 clusters Score -1.63752e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -16375222.000000 Penalty: 5652.799805
	Iteration 87Q: 3 clusters Score -1.637522e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -16375302.000000 Penalty: 5652.799805
	Iteration 88Q: 3 clusters Score -1.63753e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -16375496.000000 Penalty: 5652.799805
	Iteration 89Q: 3 clusters Score -1.63755e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -16375792.000000 Penalty: 5652.799805
	Iteration 90Q: 3 clusters Score -1.637579e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -16376210.000000 Penalty: 5652.799805
	Iteration 91Q: 3 clusters Score -1.637621e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -16376751.000000 Penalty: 5652.799805
	Iteration 92Q: 3 clusters Score -1.637675e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -16376630.000000 Penalty: 5652.799805
	Iteration 93Q: 3 clusters Score -1.637663e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -16372521.000000 Penalty: 5652.799805
	Iteration 94F: 3 clusters Score -1.637252e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -16364730.000000 Penalty: 5652.799805
	Iteration 95F: 3 clusters Score -1.636473e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -16355215.000000 Penalty: 5652.799805
	Iteration 96F: 3 clusters Score -1.635522e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 75940 members 
Entering Unmasked Estep 
Score: -16351804.000000 Penalty: 5652.799805
	Iteration 97F: 3 clusters Score -1.63518e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.635099e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 77101 members 
Entering Unmasked Estep 
Score: -16351357.000000 Penalty: 5652.799805
	Iteration 99Q: 3 clusters Score -1.635136e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -16351735.000000 Penalty: 5652.799805
	Iteration 100F: 3 clusters Score -1.635174e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.635224e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.635279e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -16353475.000000 Penalty: 5652.799805
	Iteration 103Q: 3 clusters Score -1.635348e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -16354161.000000 Penalty: 5652.799805
	Iteration 104Q: 3 clusters Score -1.635416e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -16354833.000000 Penalty: 5652.799805
	Iteration 105Q: 3 clusters Score -1.635483e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 73513 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.635559e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -16356367.000000 Penalty: 5652.799805
	Iteration 107Q: 3 clusters Score -1.635637e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 72326 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.635704e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -16357726.000000 Penalty: 5652.799805
	Iteration 109Q: 3 clusters Score -1.635773e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 71056 members 
Entering Unmasked Estep 
Score: -16358409.000000 Penalty: 5652.799805
	Iteration 110Q: 3 clusters Score -1.635841e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -16359023.000000 Penalty: 5652.799805
	Iteration 111Q: 3 clusters Score -1.635902e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 69778 members 
Entering Unmasked Estep 
Score: -16359737.000000 Penalty: 5652.799805
	Iteration 112Q: 3 clusters Score -1.635974e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -16360504.000000 Penalty: 5652.799805
	Iteration 113Q: 3 clusters Score -1.63605e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -16361064.000000 Penalty: 5652.799805
	Iteration 114Q: 3 clusters Score -1.636106e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 67735 members 
Entering Unmasked Estep 
Score: -16361919.000000 Penalty: 5652.799805
	Iteration 115Q: 3 clusters Score -1.636192e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -16362748.000000 Penalty: 5652.799805
	Iteration 116Q: 3 clusters Score -1.636275e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -16363396.000000 Penalty: 5652.799805
	Iteration 117Q: 3 clusters Score -1.63634e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -16364056.000000 Penalty: 5652.799805
	Iteration 118Q: 3 clusters Score -1.636406e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -16364689.000000 Penalty: 5652.799805
	Iteration 119Q: 3 clusters Score -1.636469e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -16365329.000000 Penalty: 5652.799805
	Iteration 120F: 3 clusters Score -1.636533e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -16365740.000000 Penalty: 5652.799805
	Iteration 121Q: 3 clusters Score -1.636574e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -16366429.000000 Penalty: 5652.799805
	Iteration 122Q: 3 clusters Score -1.636643e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -16367113.000000 Penalty: 5652.799805
	Iteration 123Q: 3 clusters Score -1.636711e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -16367932.000000 Penalty: 5652.799805
	Iteration 124Q: 3 clusters Score -1.636793e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.636842e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.636893e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 57423 members 
Entering Unmasked Estep 
Score: -16369478.000000 Penalty: 5652.799805
	Iteration 127Q: 3 clusters Score -1.636948e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -16370259.000000 Penalty: 5652.799805
	Iteration 128Q: 3 clusters Score -1.637026e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -16371003.000000 Penalty: 5652.799805
	Iteration 129Q: 3 clusters Score -1.6371e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.637175e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -16372432.000000 Penalty: 5652.799805
	Iteration 131Q: 3 clusters Score -1.637243e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -16373079.000000 Penalty: 5652.799805
	Iteration 132Q: 3 clusters Score -1.637308e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -16373699.000000 Penalty: 5652.799805
	Iteration 133Q: 3 clusters Score -1.63737e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -16374194.000000 Penalty: 5652.799805
	Iteration 134Q: 3 clusters Score -1.637419e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -16374653.000000 Penalty: 5652.799805
	Iteration 135Q: 3 clusters Score -1.637465e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -16374871.000000 Penalty: 5652.799805
	Iteration 136Q: 3 clusters Score -1.637487e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -16375113.000000 Penalty: 5652.799805
	Iteration 137Q: 3 clusters Score -1.637511e+07 nChanged 585
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -16375200.000000 Penalty: 5652.799805
	Iteration 138Q: 3 clusters Score -1.63752e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -16375288.000000 Penalty: 5652.799805
	Iteration 139Q: 3 clusters Score -1.637529e+07 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -16375389.000000 Penalty: 5652.799805
	Iteration 140F: 3 clusters Score -1.637539e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.637541e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -16375490.000000 Penalty: 5652.799805
	Iteration 142Q: 3 clusters Score -1.637549e+07 nChanged 476
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.63755e+07 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -16375537.000000 Penalty: 5652.799805
	Iteration 144Q: 3 clusters Score -1.637554e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -16375558.000000 Penalty: 5652.799805
	Iteration 145Q: 3 clusters Score -1.637556e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.637556e+07 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.637566e+07 nChanged 338
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.637568e+07 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.637562e+07 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -16375591.000000 Penalty: 5652.799805
	Iteration 150Q: 3 clusters Score -1.637559e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.637559e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -16375622.000000 Penalty: 5652.799805
	Iteration 152Q: 3 clusters Score -1.637562e+07 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -16375648.000000 Penalty: 5652.799805
	Iteration 153Q: 3 clusters Score -1.637565e+07 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.637566e+07 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -16375627.000000 Penalty: 5652.799805
	Iteration 155Q: 3 clusters Score -1.637563e+07 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -16375639.000000 Penalty: 5652.799805
	Iteration 156Q: 3 clusters Score -1.637564e+07 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -16375644.000000 Penalty: 5652.799805
	Iteration 157Q: 3 clusters Score -1.637564e+07 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -16375652.000000 Penalty: 5652.799805
	Iteration 158Q: 3 clusters Score -1.637565e+07 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.637564e+07 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -16375662.000000 Penalty: 5652.799805
	Iteration 160F: 3 clusters Score -1.637566e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -16375669.000000 Penalty: 5652.799805
	Iteration 161Q: 3 clusters Score -1.637567e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -16375707.000000 Penalty: 5652.799805
	Iteration 162Q: 3 clusters Score -1.637571e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -16375685.000000 Penalty: 5652.799805
	Iteration 163Q: 3 clusters Score -1.637568e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -16375705.000000 Penalty: 5652.799805
	Iteration 164Q: 3 clusters Score -1.63757e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -16375709.000000 Penalty: 5652.799805
	Iteration 165Q: 3 clusters Score -1.637571e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -16375683.000000 Penalty: 5652.799805
	Iteration 166Q: 3 clusters Score -1.637568e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -16375659.000000 Penalty: 5652.799805
	Iteration 167Q: 3 clusters Score -1.637566e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -16375678.000000 Penalty: 5652.799805
	Iteration 168Q: 3 clusters Score -1.637568e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -16375715.000000 Penalty: 5652.799805
	Iteration 169Q: 3 clusters Score -1.637572e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -16375744.000000 Penalty: 5652.799805
	Iteration 170Q: 3 clusters Score -1.637574e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -16375774.000000 Penalty: 5652.799805
	Iteration 171Q: 3 clusters Score -1.637577e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -16375803.000000 Penalty: 5652.799805
	Iteration 172Q: 3 clusters Score -1.63758e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -16375814.000000 Penalty: 5652.799805
	Iteration 173Q: 3 clusters Score -1.637581e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -16375869.000000 Penalty: 5652.799805
	Iteration 174Q: 3 clusters Score -1.637587e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -16375861.000000 Penalty: 5652.799805
	Iteration 175Q: 3 clusters Score -1.637586e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -16375836.000000 Penalty: 5652.799805
	Iteration 176Q: 3 clusters Score -1.637584e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -16375811.000000 Penalty: 5652.799805
	Iteration 177Q: 3 clusters Score -1.637581e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -16375845.000000 Penalty: 5652.799805
	Iteration 178Q: 3 clusters Score -1.637584e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -16375845.000000 Penalty: 5652.799805
	Iteration 179Q: 3 clusters Score -1.637584e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -16375885.000000 Penalty: 5652.799805
	Iteration 180F: 3 clusters Score -1.637588e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -16375858.000000 Penalty: 5652.799805
	Iteration 181Q: 3 clusters Score -1.637586e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -16375814.000000 Penalty: 5652.799805
	Iteration 182Q: 3 clusters Score -1.637581e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -16375835.000000 Penalty: 5652.799805
	Iteration 183Q: 3 clusters Score -1.637584e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -16375808.000000 Penalty: 5652.799805
	Iteration 184Q: 3 clusters Score -1.637581e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -16375795.000000 Penalty: 5652.799805
	Iteration 185Q: 3 clusters Score -1.63758e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.637578e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.637579e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.637577e+07 nChanged 122
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.637576e+07 nChanged 106
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.637575e+07 nChanged 109
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.637572e+07 nChanged 101
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.63757e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.63757e+07 nChanged 108
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Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.637569e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.637572e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.637572e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.637574e+07 nChanged 110
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.637574e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.637578e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -16375818.000000 Penalty: 5652.799805
	Iteration 200F: 3 clusters Score -1.637582e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -16375817.000000 Penalty: 5652.799805
	Iteration 201Q: 3 clusters Score -1.637582e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -16375821.000000 Penalty: 5652.799805
	Iteration 202Q: 3 clusters Score -1.637582e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.63758e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.637582e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.637584e+07 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -16375836.000000 Penalty: 5652.799805
	Iteration 206Q: 3 clusters Score -1.637584e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -16375828.000000 Penalty: 5652.799805
	Iteration 207Q: 3 clusters Score -1.637583e+07 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.637583e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.63758e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.637579e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.637578e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.637577e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.637578e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.637579e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.637582e+07 nChanged 112
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.637581e+07 nChanged 107
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.637582e+07 nChanged 119
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.637585e+07 nChanged 87
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.637586e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.637588e+07 nChanged 83
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.637588e+07 nChanged 84
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.63759e+07 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.637592e+07 nChanged 79
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.637592e+07 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.637592e+07 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.63759e+07 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.637591e+07 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1.637593e+07 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.637593e+07 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.637592e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.637592e+07 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.637595e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.637593e+07 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.637594e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.637594e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.637595e+07 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1.637593e+07 nChanged 22
Entering Unmasked Mstep 
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	Iteration 238Q: 3 clusters Score -1.637595e+07 nChanged 32
Entering Unmasked Mstep 
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	Iteration 239Q: 3 clusters Score -1.637596e+07 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1.637596e+07 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.637593e+07 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.637596e+07 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.637592e+07 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.637592e+07 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.637592e+07 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.637592e+07 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.637591e+07 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.637593e+07 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.637592e+07 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.637595e+07 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.637596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -16375970.000000 Penalty: 5652.799805
	Iteration 252Q: 3 clusters Score -1.637597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -16375961.000000 Penalty: 5652.799805
	Iteration 253Q: 3 clusters Score -1.637596e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -16375976.000000 Penalty: 5652.799805
	Iteration 254Q: 3 clusters Score -1.637598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -16375989.000000 Penalty: 5652.799805
	Iteration 255Q: 3 clusters Score -1.637599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -16375976.000000 Penalty: 5652.799805
	Iteration 256Q: 3 clusters Score -1.637598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -16375974.000000 Penalty: 5652.799805
	Iteration 257Q: 3 clusters Score -1.637597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -16375960.000000 Penalty: 5652.799805
	Iteration 258Q: 3 clusters Score -1.637596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -16375969.000000 Penalty: 5652.799805
	Iteration 259Q: 3 clusters Score -1.637597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -16375978.000000 Penalty: 5652.799805
	Iteration 260F: 3 clusters Score -1.637598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -16375953.000000 Penalty: 5652.799805
	Iteration 261Q: 3 clusters Score -1.637595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -16375953.000000 Penalty: 5652.799805
	Iteration 262Q: 3 clusters Score -1.637595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -16375955.000000 Penalty: 5652.799805
	Iteration 263Q: 3 clusters Score -1.637596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -16375949.000000 Penalty: 5652.799805
	Iteration 264Q: 3 clusters Score -1.637595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -16375937.000000 Penalty: 5652.799805
	Iteration 265Q: 3 clusters Score -1.637594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -16375956.000000 Penalty: 5652.799805
	Iteration 266Q: 3 clusters Score -1.637596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -16375969.000000 Penalty: 5652.799805
	Iteration 267Q: 3 clusters Score -1.637597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -16375965.000000 Penalty: 5652.799805
	Iteration 268Q: 3 clusters Score -1.637596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -16375966.000000 Penalty: 5652.799805
	Iteration 269Q: 3 clusters Score -1.637597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -16375964.000000 Penalty: 5652.799805
	Iteration 270Q: 3 clusters Score -1.637596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -16375976.000000 Penalty: 5652.799805
	Iteration 271Q: 3 clusters Score -1.637598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -16375966.000000 Penalty: 5652.799805
	Iteration 272Q: 3 clusters Score -1.637597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -16375960.000000 Penalty: 5652.799805
	Iteration 273Q: 3 clusters Score -1.637596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -16375959.000000 Penalty: 5652.799805
	Iteration 274Q: 3 clusters Score -1.637596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -16375971.000000 Penalty: 5652.799805
	Iteration 275Q: 3 clusters Score -1.637597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -16375960.000000 Penalty: 5652.799805
	Iteration 276Q: 3 clusters Score -1.637596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -16375960.000000 Penalty: 5652.799805
	Iteration 277Q: 3 clusters Score -1.637596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -16375961.000000 Penalty: 5652.799805
	Iteration 278Q: 3 clusters Score -1.637596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -16375961.000000 Penalty: 5652.799805
	Iteration 279F: 3 clusters Score -1.637596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 81394 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Entering Unmasked Estep 
Score: -176840336.000000 Penalty: 78355.000000
Splitting cluster 7 changes total score from -176580640.000000 to -176840336.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (81394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81394 members 
Entering Unmasked Estep 
Score: -16527703.000000 Penalty: 2804.149902
	Iteration 0F: 2 clusters Score -1.65277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -16529826.000000 Penalty: 5608.299805
	Iteration 0F: 3 clusters Score -1.652983e+07 nChanged 38273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -16552040.000000 Penalty: 5608.299805
	Iteration 1F: 3 clusters Score -1.655204e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -16551757.000000 Penalty: 5608.299805
	Iteration 2F: 3 clusters Score -1.655176e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -16552405.000000 Penalty: 5608.299805
	Iteration 3Q: 3 clusters Score -1.65524e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -16552946.000000 Penalty: 5608.299805
	Iteration 4Q: 3 clusters Score -1.655295e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -16553591.000000 Penalty: 5608.299805
	Iteration 5Q: 3 clusters Score -1.655359e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -16554193.000000 Penalty: 5608.299805
	Iteration 6Q: 3 clusters Score -1.655419e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -16554988.000000 Penalty: 5608.299805
	Iteration 7Q: 3 clusters Score -1.655499e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -16555942.000000 Penalty: 5608.299805
	Iteration 8Q: 3 clusters Score -1.655594e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -16557621.000000 Penalty: 5608.299805
	Iteration 9Q: 3 clusters Score -1.655762e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -16560059.000000 Penalty: 5608.299805
	Iteration 10Q: 3 clusters Score -1.656006e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -16563477.000000 Penalty: 5608.299805
	Iteration 11F: 3 clusters Score -1.656348e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -16566945.000000 Penalty: 5608.299805
	Iteration 12F: 3 clusters Score -1.656694e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -16568538.000000 Penalty: 5608.299805
	Iteration 13Q: 3 clusters Score -1.656854e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -16569038.000000 Penalty: 5608.299805
	Iteration 14Q: 3 clusters Score -1.656904e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -16569220.000000 Penalty: 5608.299805
	Iteration 15Q: 3 clusters Score -1.656922e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -16569341.000000 Penalty: 5608.299805
	Iteration 16Q: 3 clusters Score -1.656934e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -16569408.000000 Penalty: 5608.299805
	Iteration 17Q: 3 clusters Score -1.656941e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -16569394.000000 Penalty: 5608.299805
	Iteration 18Q: 3 clusters Score -1.656939e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -16569427.000000 Penalty: 5608.299805
	Iteration 19Q: 3 clusters Score -1.656943e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -16569412.000000 Penalty: 5608.299805
	Iteration 20F: 3 clusters Score -1.656941e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -16569482.000000 Penalty: 5608.299805
	Iteration 21Q: 3 clusters Score -1.656948e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -16569494.000000 Penalty: 5608.299805
	Iteration 22Q: 3 clusters Score -1.656949e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -16569525.000000 Penalty: 5608.299805
	Iteration 23Q: 3 clusters Score -1.656952e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -16569549.000000 Penalty: 5608.299805
	Iteration 24Q: 3 clusters Score -1.656955e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -16569596.000000 Penalty: 5608.299805
	Iteration 25Q: 3 clusters Score -1.65696e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -16569631.000000 Penalty: 5608.299805
	Iteration 26Q: 3 clusters Score -1.656963e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -16569673.000000 Penalty: 5608.299805
	Iteration 27Q: 3 clusters Score -1.656967e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -16569732.000000 Penalty: 5608.299805
	Iteration 28Q: 3 clusters Score -1.656973e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -16569762.000000 Penalty: 5608.299805
	Iteration 29Q: 3 clusters Score -1.656976e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -16569778.000000 Penalty: 5608.299805
	Iteration 30Q: 3 clusters Score -1.656978e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -16569829.000000 Penalty: 5608.299805
	Iteration 31Q: 3 clusters Score -1.656983e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -16569843.000000 Penalty: 5608.299805
	Iteration 32Q: 3 clusters Score -1.656984e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -16569841.000000 Penalty: 5608.299805
	Iteration 33Q: 3 clusters Score -1.656984e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -16569861.000000 Penalty: 5608.299805
	Iteration 34Q: 3 clusters Score -1.656986e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -16569905.000000 Penalty: 5608.299805
	Iteration 35Q: 3 clusters Score -1.65699e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -16569948.000000 Penalty: 5608.299805
	Iteration 36Q: 3 clusters Score -1.656995e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -16570016.000000 Penalty: 5608.299805
	Iteration 37Q: 3 clusters Score -1.657002e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -16570014.000000 Penalty: 5608.299805
	Iteration 38Q: 3 clusters Score -1.657001e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -16570094.000000 Penalty: 5608.299805
	Iteration 39Q: 3 clusters Score -1.657009e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -16570129.000000 Penalty: 5608.299805
	Iteration 40F: 3 clusters Score -1.657013e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -16570175.000000 Penalty: 5608.299805
	Iteration 41Q: 3 clusters Score -1.657018e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -16570203.000000 Penalty: 5608.299805
	Iteration 42Q: 3 clusters Score -1.65702e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -16570259.000000 Penalty: 5608.299805
	Iteration 43Q: 3 clusters Score -1.657026e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -16570334.000000 Penalty: 5608.299805
	Iteration 44Q: 3 clusters Score -1.657033e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -16570343.000000 Penalty: 5608.299805
	Iteration 45Q: 3 clusters Score -1.657034e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -16570400.000000 Penalty: 5608.299805
	Iteration 46Q: 3 clusters Score -1.65704e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -16570419.000000 Penalty: 5608.299805
	Iteration 47Q: 3 clusters Score -1.657042e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -16570444.000000 Penalty: 5608.299805
	Iteration 48Q: 3 clusters Score -1.657044e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -16570472.000000 Penalty: 5608.299805
	Iteration 49Q: 3 clusters Score -1.657047e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -16570501.000000 Penalty: 5608.299805
	Iteration 50Q: 3 clusters Score -1.65705e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -16570556.000000 Penalty: 5608.299805
	Iteration 51Q: 3 clusters Score -1.657056e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -16570520.000000 Penalty: 5608.299805
	Iteration 52Q: 3 clusters Score -1.657052e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -16570558.000000 Penalty: 5608.299805
	Iteration 53Q: 3 clusters Score -1.657056e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -16570574.000000 Penalty: 5608.299805
	Iteration 54Q: 3 clusters Score -1.657057e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -16570553.000000 Penalty: 5608.299805
	Iteration 55Q: 3 clusters Score -1.657055e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -16570557.000000 Penalty: 5608.299805
	Iteration 56Q: 3 clusters Score -1.657056e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -16570514.000000 Penalty: 5608.299805
	Iteration 57Q: 3 clusters Score -1.657051e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -16570509.000000 Penalty: 5608.299805
	Iteration 58Q: 3 clusters Score -1.657051e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -16570490.000000 Penalty: 5608.299805
	Iteration 59Q: 3 clusters Score -1.657049e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -16570479.000000 Penalty: 5608.299805
	Iteration 60F: 3 clusters Score -1.657048e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -16570499.000000 Penalty: 5608.299805
	Iteration 61Q: 3 clusters Score -1.65705e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -16570500.000000 Penalty: 5608.299805
	Iteration 62Q: 3 clusters Score -1.65705e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -16570481.000000 Penalty: 5608.299805
	Iteration 63Q: 3 clusters Score -1.657048e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -16570488.000000 Penalty: 5608.299805
	Iteration 64Q: 3 clusters Score -1.657049e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -16570476.000000 Penalty: 5608.299805
	Iteration 65Q: 3 clusters Score -1.657048e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -16570504.000000 Penalty: 5608.299805
	Iteration 66Q: 3 clusters Score -1.65705e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -16570503.000000 Penalty: 5608.299805
	Iteration 67Q: 3 clusters Score -1.65705e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -16570505.000000 Penalty: 5608.299805
	Iteration 68Q: 3 clusters Score -1.65705e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -16570525.000000 Penalty: 5608.299805
	Iteration 69Q: 3 clusters Score -1.657052e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -16570512.000000 Penalty: 5608.299805
	Iteration 70Q: 3 clusters Score -1.657051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -16570546.000000 Penalty: 5608.299805
	Iteration 71Q: 3 clusters Score -1.657055e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -16570547.000000 Penalty: 5608.299805
	Iteration 72Q: 3 clusters Score -1.657055e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -16570560.000000 Penalty: 5608.299805
	Iteration 73Q: 3 clusters Score -1.657056e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -16570559.000000 Penalty: 5608.299805
	Iteration 74Q: 3 clusters Score -1.657056e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -16570565.000000 Penalty: 5608.299805
	Iteration 75Q: 3 clusters Score -1.657056e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -16570596.000000 Penalty: 5608.299805
	Iteration 76Q: 3 clusters Score -1.65706e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -16570624.000000 Penalty: 5608.299805
	Iteration 77Q: 3 clusters Score -1.657062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -16570646.000000 Penalty: 5608.299805
	Iteration 78Q: 3 clusters Score -1.657065e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -16570649.000000 Penalty: 5608.299805
	Iteration 79Q: 3 clusters Score -1.657065e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -16570665.000000 Penalty: 5608.299805
	Iteration 80F: 3 clusters Score -1.657066e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -16570677.000000 Penalty: 5608.299805
	Iteration 81Q: 3 clusters Score -1.657068e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -16570664.000000 Penalty: 5608.299805
	Iteration 82Q: 3 clusters Score -1.657066e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -16570653.000000 Penalty: 5608.299805
	Iteration 83Q: 3 clusters Score -1.657065e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -16570645.000000 Penalty: 5608.299805
	Iteration 84Q: 3 clusters Score -1.657064e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -16570649.000000 Penalty: 5608.299805
	Iteration 85Q: 3 clusters Score -1.657065e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -16570650.000000 Penalty: 5608.299805
	Iteration 86Q: 3 clusters Score -1.657065e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -16570616.000000 Penalty: 5608.299805
	Iteration 87Q: 3 clusters Score -1.657062e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -16570640.000000 Penalty: 5608.299805
	Iteration 88Q: 3 clusters Score -1.657064e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -16570644.000000 Penalty: 5608.299805
	Iteration 89Q: 3 clusters Score -1.657064e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -16570616.000000 Penalty: 5608.299805
	Iteration 90Q: 3 clusters Score -1.657062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -16570637.000000 Penalty: 5608.299805
	Iteration 91Q: 3 clusters Score -1.657064e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -16570631.000000 Penalty: 5608.299805
	Iteration 92Q: 3 clusters Score -1.657063e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -16570649.000000 Penalty: 5608.299805
	Iteration 93Q: 3 clusters Score -1.657065e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -16570654.000000 Penalty: 5608.299805
	Iteration 94Q: 3 clusters Score -1.657065e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -16570645.000000 Penalty: 5608.299805
	Iteration 95Q: 3 clusters Score -1.657064e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -16570659.000000 Penalty: 5608.299805
	Iteration 96Q: 3 clusters Score -1.657066e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -16570655.000000 Penalty: 5608.299805
	Iteration 97Q: 3 clusters Score -1.657066e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -16570712.000000 Penalty: 5608.299805
	Iteration 98Q: 3 clusters Score -1.657071e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -16570694.000000 Penalty: 5608.299805
	Iteration 99Q: 3 clusters Score -1.657069e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -16570707.000000 Penalty: 5608.299805
	Iteration 100F: 3 clusters Score -1.657071e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -16570718.000000 Penalty: 5608.299805
	Iteration 101Q: 3 clusters Score -1.657072e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -16570749.000000 Penalty: 5608.299805
	Iteration 102Q: 3 clusters Score -1.657075e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -16570717.000000 Penalty: 5608.299805
	Iteration 103Q: 3 clusters Score -1.657072e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -16570741.000000 Penalty: 5608.299805
	Iteration 104Q: 3 clusters Score -1.657074e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -16570717.000000 Penalty: 5608.299805
	Iteration 105Q: 3 clusters Score -1.657072e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -16570749.000000 Penalty: 5608.299805
	Iteration 106Q: 3 clusters Score -1.657075e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -16570741.000000 Penalty: 5608.299805
	Iteration 107Q: 3 clusters Score -1.657074e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -16570760.000000 Penalty: 5608.299805
	Iteration 108Q: 3 clusters Score -1.657076e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -16570768.000000 Penalty: 5608.299805
	Iteration 109Q: 3 clusters Score -1.657077e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -16570766.000000 Penalty: 5608.299805
	Iteration 110Q: 3 clusters Score -1.657077e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -16570763.000000 Penalty: 5608.299805
	Iteration 111Q: 3 clusters Score -1.657076e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -16570797.000000 Penalty: 5608.299805
	Iteration 112Q: 3 clusters Score -1.65708e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -16570797.000000 Penalty: 5608.299805
	Iteration 113Q: 3 clusters Score -1.65708e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -16570788.000000 Penalty: 5608.299805
	Iteration 114Q: 3 clusters Score -1.657079e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -16570787.000000 Penalty: 5608.299805
	Iteration 115Q: 3 clusters Score -1.657079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -16570812.000000 Penalty: 5608.299805
	Iteration 116Q: 3 clusters Score -1.657081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -16570822.000000 Penalty: 5608.299805
	Iteration 117Q: 3 clusters Score -1.657082e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -16570812.000000 Penalty: 5608.299805
	Iteration 118Q: 3 clusters Score -1.657081e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -16570812.000000 Penalty: 5608.299805
	Iteration 119Q: 3 clusters Score -1.657081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -16570807.000000 Penalty: 5608.299805
	Iteration 120F: 3 clusters Score -1.657081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -16570820.000000 Penalty: 5608.299805
	Iteration 121Q: 3 clusters Score -1.657082e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -16570800.000000 Penalty: 5608.299805
	Iteration 122Q: 3 clusters Score -1.65708e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -16570786.000000 Penalty: 5608.299805
	Iteration 123Q: 3 clusters Score -1.657079e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -16570832.000000 Penalty: 5608.299805
	Iteration 124Q: 3 clusters Score -1.657083e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -16570787.000000 Penalty: 5608.299805
	Iteration 125Q: 3 clusters Score -1.657079e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -16570803.000000 Penalty: 5608.299805
	Iteration 126Q: 3 clusters Score -1.65708e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -16570770.000000 Penalty: 5608.299805
	Iteration 127Q: 3 clusters Score -1.657077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -16570781.000000 Penalty: 5608.299805
	Iteration 128Q: 3 clusters Score -1.657078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -16570818.000000 Penalty: 5608.299805
	Iteration 129Q: 3 clusters Score -1.657082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -16570787.000000 Penalty: 5608.299805
	Iteration 130Q: 3 clusters Score -1.657079e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -16570799.000000 Penalty: 5608.299805
	Iteration 131Q: 3 clusters Score -1.65708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -16570791.000000 Penalty: 5608.299805
	Iteration 132Q: 3 clusters Score -1.657079e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -16570798.000000 Penalty: 5608.299805
	Iteration 133Q: 3 clusters Score -1.65708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -16570773.000000 Penalty: 5608.299805
	Iteration 134Q: 3 clusters Score -1.657077e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -16570788.000000 Penalty: 5608.299805
	Iteration 135Q: 3 clusters Score -1.657079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -16570805.000000 Penalty: 5608.299805
	Iteration 136Q: 3 clusters Score -1.65708e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -16570796.000000 Penalty: 5608.299805
	Iteration 137Q: 3 clusters Score -1.65708e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -16570831.000000 Penalty: 5608.299805
	Iteration 138Q: 3 clusters Score -1.657083e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -16570832.000000 Penalty: 5608.299805
	Iteration 139Q: 3 clusters Score -1.657083e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -16570844.000000 Penalty: 5608.299805
	Iteration 140F: 3 clusters Score -1.657084e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -16570847.000000 Penalty: 5608.299805
	Iteration 141Q: 3 clusters Score -1.657085e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -16570880.000000 Penalty: 5608.299805
	Iteration 142Q: 3 clusters Score -1.657088e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -16570869.000000 Penalty: 5608.299805
	Iteration 143Q: 3 clusters Score -1.657087e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -16570890.000000 Penalty: 5608.299805
	Iteration 144Q: 3 clusters Score -1.657089e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -16570871.000000 Penalty: 5608.299805
	Iteration 145Q: 3 clusters Score -1.657087e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -16570892.000000 Penalty: 5608.299805
	Iteration 146Q: 3 clusters Score -1.657089e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -16570877.000000 Penalty: 5608.299805
	Iteration 147Q: 3 clusters Score -1.657088e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -16570865.000000 Penalty: 5608.299805
	Iteration 148Q: 3 clusters Score -1.657086e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -16570842.000000 Penalty: 5608.299805
	Iteration 149Q: 3 clusters Score -1.657084e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -16570851.000000 Penalty: 5608.299805
	Iteration 150Q: 3 clusters Score -1.657085e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -16570866.000000 Penalty: 5608.299805
	Iteration 151Q: 3 clusters Score -1.657087e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -16570842.000000 Penalty: 5608.299805
	Iteration 152Q: 3 clusters Score -1.657084e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -16570915.000000 Penalty: 5608.299805
	Iteration 153Q: 3 clusters Score -1.657092e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -16570902.000000 Penalty: 5608.299805
	Iteration 154Q: 3 clusters Score -1.65709e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -16570908.000000 Penalty: 5608.299805
	Iteration 155Q: 3 clusters Score -1.657091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -16570911.000000 Penalty: 5608.299805
	Iteration 156Q: 3 clusters Score -1.657091e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.65709e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -16570926.000000 Penalty: 5608.299805
	Iteration 158Q: 3 clusters Score -1.657093e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -16570949.000000 Penalty: 5608.299805
	Iteration 159Q: 3 clusters Score -1.657095e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -16570913.000000 Penalty: 5608.299805
	Iteration 160F: 3 clusters Score -1.657091e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.657088e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -16570883.000000 Penalty: 5608.299805
	Iteration 162Q: 3 clusters Score -1.657088e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.657085e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.657087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.65709e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -16570921.000000 Penalty: 5608.299805
	Iteration 166Q: 3 clusters Score -1.657092e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -16570924.000000 Penalty: 5608.299805
	Iteration 167Q: 3 clusters Score -1.657092e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -16570942.000000 Penalty: 5608.299805
	Iteration 168Q: 3 clusters Score -1.657094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.657091e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -16570894.000000 Penalty: 5608.299805
	Iteration 170Q: 3 clusters Score -1.657089e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -16570922.000000 Penalty: 5608.299805
	Iteration 171Q: 3 clusters Score -1.657092e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -16570925.000000 Penalty: 5608.299805
	Iteration 172Q: 3 clusters Score -1.657092e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -16570954.000000 Penalty: 5608.299805
	Iteration 173Q: 3 clusters Score -1.657095e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -16570953.000000 Penalty: 5608.299805
	Iteration 174Q: 3 clusters Score -1.657095e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.657096e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.6571e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.6571e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.6571e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.657104e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -16571017.000000 Penalty: 5608.299805
	Iteration 180F: 3 clusters Score -1.657102e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -16571040.000000 Penalty: 5608.299805
	Iteration 181Q: 3 clusters Score -1.657104e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -16571030.000000 Penalty: 5608.299805
	Iteration 182Q: 3 clusters Score -1.657103e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -16571031.000000 Penalty: 5608.299805
	Iteration 183Q: 3 clusters Score -1.657103e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -16571094.000000 Penalty: 5608.299805
	Iteration 184Q: 3 clusters Score -1.657109e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -16571076.000000 Penalty: 5608.299805
	Iteration 185Q: 3 clusters Score -1.657108e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.657108e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -16571084.000000 Penalty: 5608.299805
	Iteration 187Q: 3 clusters Score -1.657108e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -16571078.000000 Penalty: 5608.299805
	Iteration 188Q: 3 clusters Score -1.657108e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -16571089.000000 Penalty: 5608.299805
	Iteration 189Q: 3 clusters Score -1.657109e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -16571081.000000 Penalty: 5608.299805
	Iteration 190Q: 3 clusters Score -1.657108e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -16571087.000000 Penalty: 5608.299805
	Iteration 191Q: 3 clusters Score -1.657109e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.65711e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -16571139.000000 Penalty: 5608.299805
	Iteration 193Q: 3 clusters Score -1.657114e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -16571135.000000 Penalty: 5608.299805
	Iteration 194Q: 3 clusters Score -1.657114e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.657116e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -16571190.000000 Penalty: 5608.299805
	Iteration 196Q: 3 clusters Score -1.657119e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.657118e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.657118e+07 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.65712e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -16571196.000000 Penalty: 5608.299805
	Iteration 200F: 3 clusters Score -1.65712e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.657122e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.657123e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.657125e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.657124e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1.657129e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.65713e+07 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.657134e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.657133e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.657135e+07 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.657138e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.657142e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.657141e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.65714e+07 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.657144e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.657142e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.657143e+07 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.657148e+07 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.65715e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.657158e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.657164e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.65717e+07 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1.657172e+07 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.657174e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.657173e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.657176e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1.657181e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.657185e+07 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -16571902.000000 Penalty: 5608.299805
	Iteration 228Q: 3 clusters Score -1.65719e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.657194e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.657199e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.657207e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -16572133.000000 Penalty: 5608.299805
	Iteration 232Q: 3 clusters Score -1.657213e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -16572188.000000 Penalty: 5608.299805
	Iteration 233Q: 3 clusters Score -1.657219e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.657221e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -16572213.000000 Penalty: 5608.299805
	Iteration 235Q: 3 clusters Score -1.657221e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -16572237.000000 Penalty: 5608.299805
	Iteration 236Q: 3 clusters Score -1.657224e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -16572286.000000 Penalty: 5608.299805
	Iteration 237Q: 3 clusters Score -1.657229e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -16572309.000000 Penalty: 5608.299805
	Iteration 238Q: 3 clusters Score -1.657231e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -16572293.000000 Penalty: 5608.299805
	Iteration 239Q: 3 clusters Score -1.657229e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -16572309.000000 Penalty: 5608.299805
	Iteration 240F: 3 clusters Score -1.657231e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -16572342.000000 Penalty: 5608.299805
	Iteration 241Q: 3 clusters Score -1.657234e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -16572353.000000 Penalty: 5608.299805
	Iteration 242Q: 3 clusters Score -1.657235e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -16572419.000000 Penalty: 5608.299805
	Iteration 243Q: 3 clusters Score -1.657242e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -16572454.000000 Penalty: 5608.299805
	Iteration 244Q: 3 clusters Score -1.657245e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -16572483.000000 Penalty: 5608.299805
	Iteration 245Q: 3 clusters Score -1.657248e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -16572490.000000 Penalty: 5608.299805
	Iteration 246Q: 3 clusters Score -1.657249e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -16572461.000000 Penalty: 5608.299805
	Iteration 247Q: 3 clusters Score -1.657246e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -16572462.000000 Penalty: 5608.299805
	Iteration 248Q: 3 clusters Score -1.657246e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -16572510.000000 Penalty: 5608.299805
	Iteration 249Q: 3 clusters Score -1.657251e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -16572473.000000 Penalty: 5608.299805
	Iteration 250Q: 3 clusters Score -1.657247e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -16572446.000000 Penalty: 5608.299805
	Iteration 251Q: 3 clusters Score -1.657245e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -16572438.000000 Penalty: 5608.299805
	Iteration 252Q: 3 clusters Score -1.657244e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -16572421.000000 Penalty: 5608.299805
	Iteration 253Q: 3 clusters Score -1.657242e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -16572415.000000 Penalty: 5608.299805
	Iteration 254Q: 3 clusters Score -1.657242e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -1.657239e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -16572407.000000 Penalty: 5608.299805
	Iteration 256Q: 3 clusters Score -1.657241e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -16572396.000000 Penalty: 5608.299805
	Iteration 257Q: 3 clusters Score -1.65724e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1.657237e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1.657236e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -16572382.000000 Penalty: 5608.299805
	Iteration 260F: 3 clusters Score -1.657238e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -1.65724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -16572437.000000 Penalty: 5608.299805
	Iteration 262Q: 3 clusters Score -1.657244e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -16572414.000000 Penalty: 5608.299805
	Iteration 263Q: 3 clusters Score -1.657241e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -16572430.000000 Penalty: 5608.299805
	Iteration 264Q: 3 clusters Score -1.657243e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -16572425.000000 Penalty: 5608.299805
	Iteration 265Q: 3 clusters Score -1.657242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -16572446.000000 Penalty: 5608.299805
	Iteration 266Q: 3 clusters Score -1.657245e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -1.657244e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -16572459.000000 Penalty: 5608.299805
	Iteration 268Q: 3 clusters Score -1.657246e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -1.657247e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1.657248e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1.65725e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1.657252e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -16572520.000000 Penalty: 5608.299805
	Iteration 273Q: 3 clusters Score -1.657252e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1.657256e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -16572584.000000 Penalty: 5608.299805
	Iteration 275Q: 3 clusters Score -1.657258e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1.657256e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -16572518.000000 Penalty: 5608.299805
	Iteration 277Q: 3 clusters Score -1.657252e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -16572523.000000 Penalty: 5608.299805
	Iteration 278Q: 3 clusters Score -1.657252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -16572525.000000 Penalty: 5608.299805
	Iteration 279Q: 3 clusters Score -1.657252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -16572538.000000 Penalty: 5608.299805
	Iteration 280F: 3 clusters Score -1.657254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -16572529.000000 Penalty: 5608.299805
	Iteration 281Q: 3 clusters Score -1.657253e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -16572518.000000 Penalty: 5608.299805
	Iteration 282Q: 3 clusters Score -1.657252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -16572522.000000 Penalty: 5608.299805
	Iteration 283Q: 3 clusters Score -1.657252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1.657254e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -16572541.000000 Penalty: 5608.299805
	Iteration 285Q: 3 clusters Score -1.657254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -16572517.000000 Penalty: 5608.299805
	Iteration 286Q: 3 clusters Score -1.657252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -16572515.000000 Penalty: 5608.299805
	Iteration 287Q: 3 clusters Score -1.657252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -1.657253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -16572511.000000 Penalty: 5608.299805
	Iteration 289Q: 3 clusters Score -1.657251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -16572480.000000 Penalty: 5608.299805
	Iteration 290Q: 3 clusters Score -1.657248e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -16572485.000000 Penalty: 5608.299805
	Iteration 291Q: 3 clusters Score -1.657248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -16572488.000000 Penalty: 5608.299805
	Iteration 292Q: 3 clusters Score -1.657249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -16572481.000000 Penalty: 5608.299805
	Iteration 293Q: 3 clusters Score -1.657248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -16572509.000000 Penalty: 5608.299805
	Iteration 294Q: 3 clusters Score -1.657251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -16572499.000000 Penalty: 5608.299805
	Iteration 295Q: 3 clusters Score -1.65725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1.65725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -16572512.000000 Penalty: 5608.299805
	Iteration 297Q: 3 clusters Score -1.657251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -16572521.000000 Penalty: 5608.299805
	Iteration 298Q: 3 clusters Score -1.657252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -16572522.000000 Penalty: 5608.299805
	Iteration 299Q: 3 clusters Score -1.657252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -16572516.000000 Penalty: 5608.299805
	Iteration 300F: 3 clusters Score -1.657252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -16572508.000000 Penalty: 5608.299805
	Iteration 301Q: 3 clusters Score -1.657251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -16572501.000000 Penalty: 5608.299805
	Iteration 302Q: 3 clusters Score -1.65725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -16572505.000000 Penalty: 5608.299805
	Iteration 303Q: 3 clusters Score -1.65725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -16572521.000000 Penalty: 5608.299805
	Iteration 304Q: 3 clusters Score -1.657252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -16572513.000000 Penalty: 5608.299805
	Iteration 305Q: 3 clusters Score -1.657251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -16572519.000000 Penalty: 5608.299805
	Iteration 306Q: 3 clusters Score -1.657252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -16572502.000000 Penalty: 5608.299805
	Iteration 307Q: 3 clusters Score -1.65725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -16572510.000000 Penalty: 5608.299805
	Iteration 308Q: 3 clusters Score -1.657251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -16572503.000000 Penalty: 5608.299805
	Iteration 309Q: 3 clusters Score -1.65725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -16572496.000000 Penalty: 5608.299805
	Iteration 310Q: 3 clusters Score -1.65725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -16572511.000000 Penalty: 5608.299805
	Iteration 311Q: 3 clusters Score -1.657251e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -1.657251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -16572485.000000 Penalty: 5608.299805
	Iteration 313Q: 3 clusters Score -1.657248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -16572488.000000 Penalty: 5608.299805
	Iteration 314Q: 3 clusters Score -1.657249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -1.65725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -16572504.000000 Penalty: 5608.299805
	Iteration 316Q: 3 clusters Score -1.65725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -16572524.000000 Penalty: 5608.299805
	Iteration 317Q: 3 clusters Score -1.657252e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -16572532.000000 Penalty: 5608.299805
	Iteration 318Q: 3 clusters Score -1.657253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -16572521.000000 Penalty: 5608.299805
	Iteration 319Q: 3 clusters Score -1.657252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16572521.000000 Penalty: 5608.299805
	Iteration 320F: 3 clusters Score -1.657252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16572537.000000 Penalty: 5608.299805
	Iteration 321Q: 3 clusters Score -1.657254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -16572531.000000 Penalty: 5608.299805
	Iteration 322Q: 3 clusters Score -1.657253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -16572523.000000 Penalty: 5608.299805
	Iteration 323Q: 3 clusters Score -1.657252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -1.657253e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -16572533.000000 Penalty: 5608.299805
	Iteration 325Q: 3 clusters Score -1.657253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -16572538.000000 Penalty: 5608.299805
	Iteration 326Q: 3 clusters Score -1.657254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -16572528.000000 Penalty: 5608.299805
	Iteration 327Q: 3 clusters Score -1.657253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -16572518.000000 Penalty: 5608.299805
	Iteration 328Q: 3 clusters Score -1.657252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -16572535.000000 Penalty: 5608.299805
	Iteration 329Q: 3 clusters Score -1.657254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -16572543.000000 Penalty: 5608.299805
	Iteration 330Q: 3 clusters Score -1.657254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -16572545.000000 Penalty: 5608.299805
	Iteration 331Q: 3 clusters Score -1.657254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -16572521.000000 Penalty: 5608.299805
	Iteration 332Q: 3 clusters Score -1.657252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -16572523.000000 Penalty: 5608.299805
	Iteration 333Q: 3 clusters Score -1.657252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -16572514.000000 Penalty: 5608.299805
	Iteration 334Q: 3 clusters Score -1.657251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -16572515.000000 Penalty: 5608.299805
	Iteration 335Q: 3 clusters Score -1.657252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -16572501.000000 Penalty: 5608.299805
	Iteration 336Q: 3 clusters Score -1.65725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -16572516.000000 Penalty: 5608.299805
	Iteration 337Q: 3 clusters Score -1.657252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -16572515.000000 Penalty: 5608.299805
	Iteration 338Q: 3 clusters Score -1.657252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -16572517.000000 Penalty: 5608.299805
	Iteration 339Q: 3 clusters Score -1.657252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -16572506.000000 Penalty: 5608.299805
	Iteration 340F: 3 clusters Score -1.657251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -16572503.000000 Penalty: 5608.299805
	Iteration 341Q: 3 clusters Score -1.65725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -16572508.000000 Penalty: 5608.299805
	Iteration 342Q: 3 clusters Score -1.657251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -16572506.000000 Penalty: 5608.299805
	Iteration 343Q: 3 clusters Score -1.657251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -16572500.000000 Penalty: 5608.299805
	Iteration 344Q: 3 clusters Score -1.65725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -16572501.000000 Penalty: 5608.299805
	Iteration 345Q: 3 clusters Score -1.65725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -16572501.000000 Penalty: 5608.299805
	Iteration 346F: 3 clusters Score -1.65725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 83697 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Entering Unmasked Estep 
Score: -176888912.000000 Penalty: 81761.742188
Splitting cluster 8 changes total score from -176580640.000000 to -176888912.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (83697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Entering Unmasked Estep 
Score: -15927200.000000 Penalty: 2811.069580
	Iteration 0F: 2 clusters Score -1.59272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -15935482.000000 Penalty: 5622.139160
	Iteration 0F: 3 clusters Score -1.593548e+07 nChanged 39384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -15957832.000000 Penalty: 5622.139160
	Iteration 1F: 3 clusters Score -1.595783e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -15958460.000000 Penalty: 5622.139160
	Iteration 2Q: 3 clusters Score -1.595846e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -15959266.000000 Penalty: 5622.139160
	Iteration 3Q: 3 clusters Score -1.595927e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -15960158.000000 Penalty: 5622.139160
	Iteration 4Q: 3 clusters Score -1.596016e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -15961374.000000 Penalty: 5622.139160
	Iteration 5Q: 3 clusters Score -1.596137e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -15963105.000000 Penalty: 5622.139160
	Iteration 6Q: 3 clusters Score -1.59631e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -15965535.000000 Penalty: 5622.139160
	Iteration 7F: 3 clusters Score -1.596554e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -15968844.000000 Penalty: 5622.139160
	Iteration 8F: 3 clusters Score -1.596884e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -15972378.000000 Penalty: 5622.139160
	Iteration 9F: 3 clusters Score -1.597238e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -15974473.000000 Penalty: 5622.139160
	Iteration 10F: 3 clusters Score -1.597447e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -15975336.000000 Penalty: 5622.139160
	Iteration 11Q: 3 clusters Score -1.597534e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -15975501.000000 Penalty: 5622.139160
	Iteration 12Q: 3 clusters Score -1.59755e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -15975654.000000 Penalty: 5622.139160
	Iteration 13Q: 3 clusters Score -1.597565e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -15975700.000000 Penalty: 5622.139160
	Iteration 14Q: 3 clusters Score -1.59757e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -15975800.000000 Penalty: 5622.139160
	Iteration 15Q: 3 clusters Score -1.59758e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -15975846.000000 Penalty: 5622.139160
	Iteration 16Q: 3 clusters Score -1.597585e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -15975867.000000 Penalty: 5622.139160
	Iteration 17Q: 3 clusters Score -1.597587e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -15975847.000000 Penalty: 5622.139160
	Iteration 18Q: 3 clusters Score -1.597585e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -15975917.000000 Penalty: 5622.139160
	Iteration 19Q: 3 clusters Score -1.597592e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -15975967.000000 Penalty: 5622.139160
	Iteration 20F: 3 clusters Score -1.597597e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -15976023.000000 Penalty: 5622.139160
	Iteration 21Q: 3 clusters Score -1.597602e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -15976105.000000 Penalty: 5622.139160
	Iteration 22Q: 3 clusters Score -1.59761e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -15976120.000000 Penalty: 5622.139160
	Iteration 23Q: 3 clusters Score -1.597612e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -15976154.000000 Penalty: 5622.139160
	Iteration 24Q: 3 clusters Score -1.597615e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -15976242.000000 Penalty: 5622.139160
	Iteration 25Q: 3 clusters Score -1.597624e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -15976421.000000 Penalty: 5622.139160
	Iteration 26Q: 3 clusters Score -1.597642e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -15976766.000000 Penalty: 5622.139160
	Iteration 27Q: 3 clusters Score -1.597677e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -15977240.000000 Penalty: 5622.139160
	Iteration 28Q: 3 clusters Score -1.597724e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -15977498.000000 Penalty: 5622.139160
	Iteration 29Q: 3 clusters Score -1.59775e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -15977773.000000 Penalty: 5622.139160
	Iteration 30Q: 3 clusters Score -1.597777e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -15978021.000000 Penalty: 5622.139160
	Iteration 31Q: 3 clusters Score -1.597802e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -15978360.000000 Penalty: 5622.139160
	Iteration 32Q: 3 clusters Score -1.597836e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -15978597.000000 Penalty: 5622.139160
	Iteration 33Q: 3 clusters Score -1.59786e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -15978791.000000 Penalty: 5622.139160
	Iteration 34Q: 3 clusters Score -1.597879e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -15979010.000000 Penalty: 5622.139160
	Iteration 35Q: 3 clusters Score -1.597901e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -15979154.000000 Penalty: 5622.139160
	Iteration 36Q: 3 clusters Score -1.597915e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -15979354.000000 Penalty: 5622.139160
	Iteration 37Q: 3 clusters Score -1.597935e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -15979499.000000 Penalty: 5622.139160
	Iteration 38Q: 3 clusters Score -1.59795e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -15979554.000000 Penalty: 5622.139160
	Iteration 39Q: 3 clusters Score -1.597955e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -15979626.000000 Penalty: 5622.139160
	Iteration 40F: 3 clusters Score -1.597963e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -15979632.000000 Penalty: 5622.139160
	Iteration 41Q: 3 clusters Score -1.597963e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -15979655.000000 Penalty: 5622.139160
	Iteration 42Q: 3 clusters Score -1.597966e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -15979516.000000 Penalty: 5622.139160
	Iteration 43Q: 3 clusters Score -1.597952e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -15979427.000000 Penalty: 5622.139160
	Iteration 44Q: 3 clusters Score -1.597943e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -15979374.000000 Penalty: 5622.139160
	Iteration 45Q: 3 clusters Score -1.597937e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -15979209.000000 Penalty: 5622.139160
	Iteration 46Q: 3 clusters Score -1.597921e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -15979148.000000 Penalty: 5622.139160
	Iteration 47Q: 3 clusters Score -1.597915e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -15979010.000000 Penalty: 5622.139160
	Iteration 48Q: 3 clusters Score -1.597901e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -15978925.000000 Penalty: 5622.139160
	Iteration 49Q: 3 clusters Score -1.597892e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -15978913.000000 Penalty: 5622.139160
	Iteration 50Q: 3 clusters Score -1.597891e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -15978953.000000 Penalty: 5622.139160
	Iteration 51Q: 3 clusters Score -1.597895e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -15978920.000000 Penalty: 5622.139160
	Iteration 52Q: 3 clusters Score -1.597892e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -15979018.000000 Penalty: 5622.139160
	Iteration 53Q: 3 clusters Score -1.597902e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -15979086.000000 Penalty: 5622.139160
	Iteration 54Q: 3 clusters Score -1.597909e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -15979134.000000 Penalty: 5622.139160
	Iteration 55Q: 3 clusters Score -1.597913e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -15979155.000000 Penalty: 5622.139160
	Iteration 56Q: 3 clusters Score -1.597916e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -15979133.000000 Penalty: 5622.139160
	Iteration 57Q: 3 clusters Score -1.597913e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -15979088.000000 Penalty: 5622.139160
	Iteration 58Q: 3 clusters Score -1.597909e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -15979105.000000 Penalty: 5622.139160
	Iteration 59Q: 3 clusters Score -1.59791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -15979099.000000 Penalty: 5622.139160
	Iteration 60F: 3 clusters Score -1.59791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -15979096.000000 Penalty: 5622.139160
	Iteration 61Q: 3 clusters Score -1.59791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -15979081.000000 Penalty: 5622.139160
	Iteration 62Q: 3 clusters Score -1.597908e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -15979096.000000 Penalty: 5622.139160
	Iteration 63Q: 3 clusters Score -1.59791e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -15979092.000000 Penalty: 5622.139160
	Iteration 64Q: 3 clusters Score -1.597909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -15979099.000000 Penalty: 5622.139160
	Iteration 65Q: 3 clusters Score -1.59791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -15979092.000000 Penalty: 5622.139160
	Iteration 66Q: 3 clusters Score -1.597909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -15979105.000000 Penalty: 5622.139160
	Iteration 67Q: 3 clusters Score -1.59791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -15979086.000000 Penalty: 5622.139160
	Iteration 68Q: 3 clusters Score -1.597909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -15979077.000000 Penalty: 5622.139160
	Iteration 69Q: 3 clusters Score -1.597908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -15979089.000000 Penalty: 5622.139160
	Iteration 70Q: 3 clusters Score -1.597909e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -15979105.000000 Penalty: 5622.139160
	Iteration 71Q: 3 clusters Score -1.59791e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -15979093.000000 Penalty: 5622.139160
	Iteration 72Q: 3 clusters Score -1.597909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -15979106.000000 Penalty: 5622.139160
	Iteration 73Q: 3 clusters Score -1.597911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -15979098.000000 Penalty: 5622.139160
	Iteration 74Q: 3 clusters Score -1.59791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -15979094.000000 Penalty: 5622.139160
	Iteration 75Q: 3 clusters Score -1.597909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -15979103.000000 Penalty: 5622.139160
	Iteration 76Q: 3 clusters Score -1.59791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -15979112.000000 Penalty: 5622.139160
	Iteration 77Q: 3 clusters Score -1.597911e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -15979114.000000 Penalty: 5622.139160
	Iteration 78Q: 3 clusters Score -1.597911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -15979131.000000 Penalty: 5622.139160
	Iteration 79Q: 3 clusters Score -1.597913e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -15979123.000000 Penalty: 5622.139160
	Iteration 80F: 3 clusters Score -1.597912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -15979134.000000 Penalty: 5622.139160
	Iteration 81Q: 3 clusters Score -1.597913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -15979136.000000 Penalty: 5622.139160
	Iteration 82Q: 3 clusters Score -1.597914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -15979146.000000 Penalty: 5622.139160
	Iteration 83Q: 3 clusters Score -1.597915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -15979117.000000 Penalty: 5622.139160
	Iteration 84Q: 3 clusters Score -1.597912e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -15979136.000000 Penalty: 5622.139160
	Iteration 85Q: 3 clusters Score -1.597914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -15979140.000000 Penalty: 5622.139160
	Iteration 86Q: 3 clusters Score -1.597914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -15979139.000000 Penalty: 5622.139160
	Iteration 87Q: 3 clusters Score -1.597914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -15979123.000000 Penalty: 5622.139160
	Iteration 88Q: 3 clusters Score -1.597912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -15979143.000000 Penalty: 5622.139160
	Iteration 89Q: 3 clusters Score -1.597914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -15979132.000000 Penalty: 5622.139160
	Iteration 90Q: 3 clusters Score -1.597913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -15979141.000000 Penalty: 5622.139160
	Iteration 91Q: 3 clusters Score -1.597914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -15979152.000000 Penalty: 5622.139160
	Iteration 92Q: 3 clusters Score -1.597915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -15979147.000000 Penalty: 5622.139160
	Iteration 93Q: 3 clusters Score -1.597915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -15979145.000000 Penalty: 5622.139160
	Iteration 94Q: 3 clusters Score -1.597914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -15979158.000000 Penalty: 5622.139160
	Iteration 95Q: 3 clusters Score -1.597916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -15979162.000000 Penalty: 5622.139160
	Iteration 96Q: 3 clusters Score -1.597916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -15979142.000000 Penalty: 5622.139160
	Iteration 97Q: 3 clusters Score -1.597914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -15979137.000000 Penalty: 5622.139160
	Iteration 98Q: 3 clusters Score -1.597914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -15979137.000000 Penalty: 5622.139160
	Iteration 99F: 3 clusters Score -1.597914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1800 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Entering Unmasked Estep 
Score: -176935616.000000 Penalty: 85168.484375
Splitting cluster 9 changes total score from -176580640.000000 to -176935616.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -311200.406250 Penalty: 1858.894409
	Iteration 0F: 2 clusters Score -311200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -309021.218750 Penalty: 3717.788818
	Iteration 0F: 3 clusters Score -309021.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -309811.312500 Penalty: 3717.788818
	Iteration 1F: 3 clusters Score -309811.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -310405.937500 Penalty: 3717.788818
	Iteration 2F: 3 clusters Score -310405.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -311884.343750 Penalty: 3717.788818
	Iteration 3F: 3 clusters Score -311884.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -313274.812500 Penalty: 3717.788818
	Iteration 4F: 3 clusters Score -313274.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -313890.562500 Penalty: 3717.788818
	Iteration 5F: 3 clusters Score -313890.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -314101.812500 Penalty: 3717.788818
	Iteration 6Q: 3 clusters Score -314101.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -314221.875000 Penalty: 3717.788818
	Iteration 7Q: 3 clusters Score -314221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -314295.281250 Penalty: 3717.788818
	Iteration 8Q: 3 clusters Score -314295.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -314362.250000 Penalty: 3717.788818
	Iteration 9Q: 3 clusters Score -314362.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -314431.906250 Penalty: 3717.788818
	Iteration 10Q: 3 clusters Score -314431.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -314506.250000 Penalty: 3717.788818
	Iteration 11Q: 3 clusters Score -314506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -314543.468750 Penalty: 3717.788818
	Iteration 12Q: 3 clusters Score -314543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -314553.218750 Penalty: 3717.788818
	Iteration 13Q: 3 clusters Score -314553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -314560.156250 Penalty: 3717.788818
	Iteration 14Q: 3 clusters Score -314560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -314571.312500 Penalty: 3717.788818
	Iteration 15Q: 3 clusters Score -314571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -314574.531250 Penalty: 3717.788818
	Iteration 16Q: 3 clusters Score -314574.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -314637.093750 Penalty: 3717.788818
	Iteration 17F: 3 clusters Score -314637.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -314997.406250 Penalty: 3717.788818
	Iteration 18Q: 3 clusters Score -314997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -315217.312500 Penalty: 3717.788818
	Iteration 19Q: 3 clusters Score -315217.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -315297.812500 Penalty: 3717.788818
	Iteration 20F: 3 clusters Score -315297.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -315376.625000 Penalty: 3717.788818
	Iteration 21Q: 3 clusters Score -315376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -315416.843750 Penalty: 3717.788818
	Iteration 22Q: 3 clusters Score -315416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -315426.218750 Penalty: 3717.788818
	Iteration 23Q: 3 clusters Score -315426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -315432.062500 Penalty: 3717.788818
	Iteration 24Q: 3 clusters Score -315432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -315437.187500 Penalty: 3717.788818
	Iteration 25Q: 3 clusters Score -315437.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -315439.562500 Penalty: 3717.788818
	Iteration 26Q: 3 clusters Score -315439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -315443.468750 Penalty: 3717.788818
	Iteration 27Q: 3 clusters Score -315443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -315444.218750 Penalty: 3717.788818
	Iteration 28F: 3 clusters Score -315444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -315446.125000 Penalty: 3717.788818
	Iteration 29Q: 3 clusters Score -315446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -315446.125000 Penalty: 3717.788818
	Iteration 30F: 3 clusters Score -315446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 80214 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Entering Unmasked Estep 
Score: -176938672.000000 Penalty: 88575.218750
Splitting cluster 11 changes total score from -176580640.000000 to -176938672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (80214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Entering Unmasked Estep 
Score: -15575508.000000 Penalty: 2800.528564
	Iteration 0F: 2 clusters Score -1.557551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -15584276.000000 Penalty: 5601.057129
	Iteration 0F: 3 clusters Score -1.558428e+07 nChanged 37577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -15605272.000000 Penalty: 5601.057129
	Iteration 1F: 3 clusters Score -1.560527e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -15605879.000000 Penalty: 5601.057129
	Iteration 2Q: 3 clusters Score -1.560588e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -15606519.000000 Penalty: 5601.057129
	Iteration 3Q: 3 clusters Score -1.560652e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -15607123.000000 Penalty: 5601.057129
	Iteration 4Q: 3 clusters Score -1.560712e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -15607681.000000 Penalty: 5601.057129
	Iteration 5Q: 3 clusters Score -1.560768e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -15608357.000000 Penalty: 5601.057129
	Iteration 6Q: 3 clusters Score -1.560836e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -15608982.000000 Penalty: 5601.057129
	Iteration 7Q: 3 clusters Score -1.560898e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -15609798.000000 Penalty: 5601.057129
	Iteration 8Q: 3 clusters Score -1.56098e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -15611046.000000 Penalty: 5601.057129
	Iteration 9Q: 3 clusters Score -1.561105e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -15612941.000000 Penalty: 5601.057129
	Iteration 10Q: 3 clusters Score -1.561294e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -15615590.000000 Penalty: 5601.057129
	Iteration 11F: 3 clusters Score -1.561559e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -15618428.000000 Penalty: 5601.057129
	Iteration 12F: 3 clusters Score -1.561843e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -15620156.000000 Penalty: 5601.057129
	Iteration 13Q: 3 clusters Score -1.562016e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -15620740.000000 Penalty: 5601.057129
	Iteration 14Q: 3 clusters Score -1.562074e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -15620954.000000 Penalty: 5601.057129
	Iteration 15Q: 3 clusters Score -1.562095e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -15621016.000000 Penalty: 5601.057129
	Iteration 16Q: 3 clusters Score -1.562102e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -15621042.000000 Penalty: 5601.057129
	Iteration 17Q: 3 clusters Score -1.562104e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -15621076.000000 Penalty: 5601.057129
	Iteration 18Q: 3 clusters Score -1.562108e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -15621034.000000 Penalty: 5601.057129
	Iteration 19Q: 3 clusters Score -1.562103e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -15621078.000000 Penalty: 5601.057129
	Iteration 20F: 3 clusters Score -1.562108e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -15621043.000000 Penalty: 5601.057129
	Iteration 21Q: 3 clusters Score -1.562104e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -15621159.000000 Penalty: 5601.057129
	Iteration 22Q: 3 clusters Score -1.562116e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -15621172.000000 Penalty: 5601.057129
	Iteration 23Q: 3 clusters Score -1.562117e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -15621226.000000 Penalty: 5601.057129
	Iteration 24Q: 3 clusters Score -1.562123e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -15621331.000000 Penalty: 5601.057129
	Iteration 25Q: 3 clusters Score -1.562133e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -15621364.000000 Penalty: 5601.057129
	Iteration 26Q: 3 clusters Score -1.562136e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -15621390.000000 Penalty: 5601.057129
	Iteration 27Q: 3 clusters Score -1.562139e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -15621434.000000 Penalty: 5601.057129
	Iteration 28Q: 3 clusters Score -1.562143e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -15621508.000000 Penalty: 5601.057129
	Iteration 29Q: 3 clusters Score -1.562151e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -15621588.000000 Penalty: 5601.057129
	Iteration 30Q: 3 clusters Score -1.562159e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -15621600.000000 Penalty: 5601.057129
	Iteration 31Q: 3 clusters Score -1.56216e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -15621646.000000 Penalty: 5601.057129
	Iteration 32Q: 3 clusters Score -1.562165e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -15621679.000000 Penalty: 5601.057129
	Iteration 33Q: 3 clusters Score -1.562168e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -15621701.000000 Penalty: 5601.057129
	Iteration 34Q: 3 clusters Score -1.56217e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -15621742.000000 Penalty: 5601.057129
	Iteration 35Q: 3 clusters Score -1.562174e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -15621880.000000 Penalty: 5601.057129
	Iteration 36Q: 3 clusters Score -1.562188e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -15622054.000000 Penalty: 5601.057129
	Iteration 37Q: 3 clusters Score -1.562205e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -15622189.000000 Penalty: 5601.057129
	Iteration 38Q: 3 clusters Score -1.562219e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -15622491.000000 Penalty: 5601.057129
	Iteration 39Q: 3 clusters Score -1.562249e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -15622786.000000 Penalty: 5601.057129
	Iteration 40F: 3 clusters Score -1.562279e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -15623148.000000 Penalty: 5601.057129
	Iteration 41Q: 3 clusters Score -1.562315e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -15623567.000000 Penalty: 5601.057129
	Iteration 42Q: 3 clusters Score -1.562357e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -15623968.000000 Penalty: 5601.057129
	Iteration 43Q: 3 clusters Score -1.562397e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -15624435.000000 Penalty: 5601.057129
	Iteration 44Q: 3 clusters Score -1.562444e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -15624791.000000 Penalty: 5601.057129
	Iteration 45Q: 3 clusters Score -1.562479e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -15625154.000000 Penalty: 5601.057129
	Iteration 46Q: 3 clusters Score -1.562515e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -15625409.000000 Penalty: 5601.057129
	Iteration 47Q: 3 clusters Score -1.562541e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -15625777.000000 Penalty: 5601.057129
	Iteration 48Q: 3 clusters Score -1.562578e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -15625993.000000 Penalty: 5601.057129
	Iteration 49Q: 3 clusters Score -1.562599e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -15626182.000000 Penalty: 5601.057129
	Iteration 50Q: 3 clusters Score -1.562618e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -15626265.000000 Penalty: 5601.057129
	Iteration 51Q: 3 clusters Score -1.562626e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -15626294.000000 Penalty: 5601.057129
	Iteration 52Q: 3 clusters Score -1.562629e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -15626307.000000 Penalty: 5601.057129
	Iteration 53Q: 3 clusters Score -1.562631e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -15626349.000000 Penalty: 5601.057129
	Iteration 54Q: 3 clusters Score -1.562635e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -15626290.000000 Penalty: 5601.057129
	Iteration 55Q: 3 clusters Score -1.562629e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -15626237.000000 Penalty: 5601.057129
	Iteration 56Q: 3 clusters Score -1.562624e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -15626174.000000 Penalty: 5601.057129
	Iteration 57Q: 3 clusters Score -1.562617e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -15626149.000000 Penalty: 5601.057129
	Iteration 58Q: 3 clusters Score -1.562615e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -15626122.000000 Penalty: 5601.057129
	Iteration 59Q: 3 clusters Score -1.562612e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -15626064.000000 Penalty: 5601.057129
	Iteration 60F: 3 clusters Score -1.562606e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -15626027.000000 Penalty: 5601.057129
	Iteration 61Q: 3 clusters Score -1.562603e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -15626022.000000 Penalty: 5601.057129
	Iteration 62Q: 3 clusters Score -1.562602e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -15625939.000000 Penalty: 5601.057129
	Iteration 63Q: 3 clusters Score -1.562594e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -15626016.000000 Penalty: 5601.057129
	Iteration 64Q: 3 clusters Score -1.562602e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -15625963.000000 Penalty: 5601.057129
	Iteration 65Q: 3 clusters Score -1.562596e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -15625885.000000 Penalty: 5601.057129
	Iteration 66Q: 3 clusters Score -1.562588e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -15625836.000000 Penalty: 5601.057129
	Iteration 67Q: 3 clusters Score -1.562584e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -15625768.000000 Penalty: 5601.057129
	Iteration 68Q: 3 clusters Score -1.562577e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -15625745.000000 Penalty: 5601.057129
	Iteration 69Q: 3 clusters Score -1.562574e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -15625762.000000 Penalty: 5601.057129
	Iteration 70Q: 3 clusters Score -1.562576e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -15625687.000000 Penalty: 5601.057129
	Iteration 71Q: 3 clusters Score -1.562569e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -15625708.000000 Penalty: 5601.057129
	Iteration 72Q: 3 clusters Score -1.562571e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -15625623.000000 Penalty: 5601.057129
	Iteration 73Q: 3 clusters Score -1.562562e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -15625584.000000 Penalty: 5601.057129
	Iteration 74Q: 3 clusters Score -1.562558e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -15625569.000000 Penalty: 5601.057129
	Iteration 75Q: 3 clusters Score -1.562557e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -15625588.000000 Penalty: 5601.057129
	Iteration 76Q: 3 clusters Score -1.562559e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -15625624.000000 Penalty: 5601.057129
	Iteration 77Q: 3 clusters Score -1.562562e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -15625576.000000 Penalty: 5601.057129
	Iteration 78Q: 3 clusters Score -1.562558e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -15625578.000000 Penalty: 5601.057129
	Iteration 79Q: 3 clusters Score -1.562558e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15625566.000000 Penalty: 5601.057129
	Iteration 80F: 3 clusters Score -1.562557e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -15625540.000000 Penalty: 5601.057129
	Iteration 81Q: 3 clusters Score -1.562554e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -15625507.000000 Penalty: 5601.057129
	Iteration 82Q: 3 clusters Score -1.562551e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -15625501.000000 Penalty: 5601.057129
	Iteration 83Q: 3 clusters Score -1.56255e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -15625567.000000 Penalty: 5601.057129
	Iteration 84Q: 3 clusters Score -1.562557e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -15625604.000000 Penalty: 5601.057129
	Iteration 85Q: 3 clusters Score -1.56256e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -15625603.000000 Penalty: 5601.057129
	Iteration 86Q: 3 clusters Score -1.56256e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -15625587.000000 Penalty: 5601.057129
	Iteration 87Q: 3 clusters Score -1.562559e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -15625596.000000 Penalty: 5601.057129
	Iteration 88Q: 3 clusters Score -1.56256e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -15625573.000000 Penalty: 5601.057129
	Iteration 89Q: 3 clusters Score -1.562557e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -15625591.000000 Penalty: 5601.057129
	Iteration 90Q: 3 clusters Score -1.562559e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -15625598.000000 Penalty: 5601.057129
	Iteration 91Q: 3 clusters Score -1.56256e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -15625567.000000 Penalty: 5601.057129
	Iteration 92Q: 3 clusters Score -1.562557e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -15625547.000000 Penalty: 5601.057129
	Iteration 93Q: 3 clusters Score -1.562555e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -15625504.000000 Penalty: 5601.057129
	Iteration 94Q: 3 clusters Score -1.56255e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -15625510.000000 Penalty: 5601.057129
	Iteration 95Q: 3 clusters Score -1.562551e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -15625514.000000 Penalty: 5601.057129
	Iteration 96Q: 3 clusters Score -1.562551e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -15625531.000000 Penalty: 5601.057129
	Iteration 97Q: 3 clusters Score -1.562553e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -15625490.000000 Penalty: 5601.057129
	Iteration 98Q: 3 clusters Score -1.562549e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -15625473.000000 Penalty: 5601.057129
	Iteration 99Q: 3 clusters Score -1.562547e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -15625482.000000 Penalty: 5601.057129
	Iteration 100F: 3 clusters Score -1.562548e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -15625486.000000 Penalty: 5601.057129
	Iteration 101Q: 3 clusters Score -1.562549e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -15625530.000000 Penalty: 5601.057129
	Iteration 102Q: 3 clusters Score -1.562553e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -15625476.000000 Penalty: 5601.057129
	Iteration 103Q: 3 clusters Score -1.562548e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -15625499.000000 Penalty: 5601.057129
	Iteration 104Q: 3 clusters Score -1.56255e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -15625506.000000 Penalty: 5601.057129
	Iteration 105Q: 3 clusters Score -1.562551e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -15625469.000000 Penalty: 5601.057129
	Iteration 106Q: 3 clusters Score -1.562547e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -15625491.000000 Penalty: 5601.057129
	Iteration 107Q: 3 clusters Score -1.562549e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -15625514.000000 Penalty: 5601.057129
	Iteration 108Q: 3 clusters Score -1.562551e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -15625500.000000 Penalty: 5601.057129
	Iteration 109Q: 3 clusters Score -1.56255e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -15625502.000000 Penalty: 5601.057129
	Iteration 110Q: 3 clusters Score -1.56255e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -15625568.000000 Penalty: 5601.057129
	Iteration 111Q: 3 clusters Score -1.562557e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -15625556.000000 Penalty: 5601.057129
	Iteration 112Q: 3 clusters Score -1.562556e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -15625610.000000 Penalty: 5601.057129
	Iteration 113Q: 3 clusters Score -1.562561e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -15625639.000000 Penalty: 5601.057129
	Iteration 114Q: 3 clusters Score -1.562564e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -15625661.000000 Penalty: 5601.057129
	Iteration 115Q: 3 clusters Score -1.562566e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -15625678.000000 Penalty: 5601.057129
	Iteration 116Q: 3 clusters Score -1.562568e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -15625707.000000 Penalty: 5601.057129
	Iteration 117Q: 3 clusters Score -1.562571e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -15625749.000000 Penalty: 5601.057129
	Iteration 118Q: 3 clusters Score -1.562575e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -15625750.000000 Penalty: 5601.057129
	Iteration 119Q: 3 clusters Score -1.562575e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -15625774.000000 Penalty: 5601.057129
	Iteration 120F: 3 clusters Score -1.562577e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -15625817.000000 Penalty: 5601.057129
	Iteration 121Q: 3 clusters Score -1.562582e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -15625885.000000 Penalty: 5601.057129
	Iteration 122Q: 3 clusters Score -1.562588e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -15625914.000000 Penalty: 5601.057129
	Iteration 123Q: 3 clusters Score -1.562591e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -15625922.000000 Penalty: 5601.057129
	Iteration 124Q: 3 clusters Score -1.562592e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -15625915.000000 Penalty: 5601.057129
	Iteration 125Q: 3 clusters Score -1.562592e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -15625933.000000 Penalty: 5601.057129
	Iteration 126Q: 3 clusters Score -1.562593e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -15625960.000000 Penalty: 5601.057129
	Iteration 127Q: 3 clusters Score -1.562596e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -15625980.000000 Penalty: 5601.057129
	Iteration 128Q: 3 clusters Score -1.562598e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -15625972.000000 Penalty: 5601.057129
	Iteration 129Q: 3 clusters Score -1.562597e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -15625961.000000 Penalty: 5601.057129
	Iteration 130Q: 3 clusters Score -1.562596e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -15626016.000000 Penalty: 5601.057129
	Iteration 131Q: 3 clusters Score -1.562602e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -15626045.000000 Penalty: 5601.057129
	Iteration 132Q: 3 clusters Score -1.562604e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -15626066.000000 Penalty: 5601.057129
	Iteration 133Q: 3 clusters Score -1.562607e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -15626076.000000 Penalty: 5601.057129
	Iteration 134Q: 3 clusters Score -1.562608e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -15626092.000000 Penalty: 5601.057129
	Iteration 135Q: 3 clusters Score -1.562609e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -15626090.000000 Penalty: 5601.057129
	Iteration 136Q: 3 clusters Score -1.562609e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -15626086.000000 Penalty: 5601.057129
	Iteration 137Q: 3 clusters Score -1.562609e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -15626150.000000 Penalty: 5601.057129
	Iteration 138Q: 3 clusters Score -1.562615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -15626132.000000 Penalty: 5601.057129
	Iteration 139Q: 3 clusters Score -1.562613e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -15626119.000000 Penalty: 5601.057129
	Iteration 140F: 3 clusters Score -1.562612e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -15626116.000000 Penalty: 5601.057129
	Iteration 141Q: 3 clusters Score -1.562612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -15626132.000000 Penalty: 5601.057129
	Iteration 142Q: 3 clusters Score -1.562613e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -15626151.000000 Penalty: 5601.057129
	Iteration 143Q: 3 clusters Score -1.562615e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -15626165.000000 Penalty: 5601.057129
	Iteration 144Q: 3 clusters Score -1.562616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -15626149.000000 Penalty: 5601.057129
	Iteration 145Q: 3 clusters Score -1.562615e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -15626164.000000 Penalty: 5601.057129
	Iteration 146Q: 3 clusters Score -1.562616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -15626150.000000 Penalty: 5601.057129
	Iteration 147Q: 3 clusters Score -1.562615e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15626121.000000 Penalty: 5601.057129
	Iteration 148Q: 3 clusters Score -1.562612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -15626180.000000 Penalty: 5601.057129
	Iteration 149Q: 3 clusters Score -1.562618e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -15626185.000000 Penalty: 5601.057129
	Iteration 150Q: 3 clusters Score -1.562618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15626144.000000 Penalty: 5601.057129
	Iteration 151Q: 3 clusters Score -1.562614e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -15626158.000000 Penalty: 5601.057129
	Iteration 152Q: 3 clusters Score -1.562616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 51082 members 
Entering Unmasked Estep 
Score: -15626168.000000 Penalty: 5601.057129
	Iteration 153Q: 3 clusters Score -1.562617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -15626169.000000 Penalty: 5601.057129
	Iteration 154Q: 3 clusters Score -1.562617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -15626184.000000 Penalty: 5601.057129
	Iteration 155Q: 3 clusters Score -1.562618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -15626174.000000 Penalty: 5601.057129
	Iteration 156Q: 3 clusters Score -1.562617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -15626177.000000 Penalty: 5601.057129
	Iteration 157Q: 3 clusters Score -1.562618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -15626174.000000 Penalty: 5601.057129
	Iteration 158Q: 3 clusters Score -1.562617e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -15626192.000000 Penalty: 5601.057129
	Iteration 159Q: 3 clusters Score -1.562619e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -15626193.000000 Penalty: 5601.057129
	Iteration 160F: 3 clusters Score -1.562619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -15626219.000000 Penalty: 5601.057129
	Iteration 161Q: 3 clusters Score -1.562622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -15626238.000000 Penalty: 5601.057129
	Iteration 162Q: 3 clusters Score -1.562624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -15626212.000000 Penalty: 5601.057129
	Iteration 163Q: 3 clusters Score -1.562621e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -15626217.000000 Penalty: 5601.057129
	Iteration 164Q: 3 clusters Score -1.562622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -15626208.000000 Penalty: 5601.057129
	Iteration 165Q: 3 clusters Score -1.562621e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -15626222.000000 Penalty: 5601.057129
	Iteration 166Q: 3 clusters Score -1.562622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -15626233.000000 Penalty: 5601.057129
	Iteration 167Q: 3 clusters Score -1.562623e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -15626245.000000 Penalty: 5601.057129
	Iteration 168Q: 3 clusters Score -1.562624e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -15626243.000000 Penalty: 5601.057129
	Iteration 169Q: 3 clusters Score -1.562624e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -15626256.000000 Penalty: 5601.057129
	Iteration 170Q: 3 clusters Score -1.562626e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -15626251.000000 Penalty: 5601.057129
	Iteration 171Q: 3 clusters Score -1.562625e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -15626263.000000 Penalty: 5601.057129
	Iteration 172Q: 3 clusters Score -1.562626e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -15626246.000000 Penalty: 5601.057129
	Iteration 173Q: 3 clusters Score -1.562625e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -15626242.000000 Penalty: 5601.057129
	Iteration 174Q: 3 clusters Score -1.562624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -15626252.000000 Penalty: 5601.057129
	Iteration 175Q: 3 clusters Score -1.562625e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -15626253.000000 Penalty: 5601.057129
	Iteration 176Q: 3 clusters Score -1.562625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -15626264.000000 Penalty: 5601.057129
	Iteration 177Q: 3 clusters Score -1.562626e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -15626289.000000 Penalty: 5601.057129
	Iteration 178Q: 3 clusters Score -1.562629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -15626286.000000 Penalty: 5601.057129
	Iteration 179Q: 3 clusters Score -1.562629e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -15626319.000000 Penalty: 5601.057129
	Iteration 180F: 3 clusters Score -1.562632e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -15626316.000000 Penalty: 5601.057129
	Iteration 181Q: 3 clusters Score -1.562632e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -15626333.000000 Penalty: 5601.057129
	Iteration 182Q: 3 clusters Score -1.562633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -15626341.000000 Penalty: 5601.057129
	Iteration 183Q: 3 clusters Score -1.562634e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -15626351.000000 Penalty: 5601.057129
	Iteration 184Q: 3 clusters Score -1.562635e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -15626339.000000 Penalty: 5601.057129
	Iteration 185Q: 3 clusters Score -1.562634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -15626382.000000 Penalty: 5601.057129
	Iteration 186Q: 3 clusters Score -1.562638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -15626441.000000 Penalty: 5601.057129
	Iteration 187Q: 3 clusters Score -1.562644e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -15626480.000000 Penalty: 5601.057129
	Iteration 188Q: 3 clusters Score -1.562648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -15626481.000000 Penalty: 5601.057129
	Iteration 189Q: 3 clusters Score -1.562648e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -15626505.000000 Penalty: 5601.057129
	Iteration 190Q: 3 clusters Score -1.56265e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -15626511.000000 Penalty: 5601.057129
	Iteration 191Q: 3 clusters Score -1.562651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -15626535.000000 Penalty: 5601.057129
	Iteration 192Q: 3 clusters Score -1.562654e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15626514.000000 Penalty: 5601.057129
	Iteration 193Q: 3 clusters Score -1.562651e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -15626502.000000 Penalty: 5601.057129
	Iteration 194Q: 3 clusters Score -1.56265e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -15626492.000000 Penalty: 5601.057129
	Iteration 195Q: 3 clusters Score -1.562649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -15626500.000000 Penalty: 5601.057129
	Iteration 196Q: 3 clusters Score -1.56265e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -15626514.000000 Penalty: 5601.057129
	Iteration 197Q: 3 clusters Score -1.562651e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -15626534.000000 Penalty: 5601.057129
	Iteration 198Q: 3 clusters Score -1.562653e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -15626514.000000 Penalty: 5601.057129
	Iteration 199Q: 3 clusters Score -1.562651e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -15626493.000000 Penalty: 5601.057129
	Iteration 200F: 3 clusters Score -1.562649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -15626493.000000 Penalty: 5601.057129
	Iteration 201Q: 3 clusters Score -1.562649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -15626513.000000 Penalty: 5601.057129
	Iteration 202Q: 3 clusters Score -1.562651e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -15626517.000000 Penalty: 5601.057129
	Iteration 203Q: 3 clusters Score -1.562652e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -15626532.000000 Penalty: 5601.057129
	Iteration 204Q: 3 clusters Score -1.562653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15626546.000000 Penalty: 5601.057129
	Iteration 205Q: 3 clusters Score -1.562655e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -15626548.000000 Penalty: 5601.057129
	Iteration 206Q: 3 clusters Score -1.562655e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -15626543.000000 Penalty: 5601.057129
	Iteration 207Q: 3 clusters Score -1.562654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -15626542.000000 Penalty: 5601.057129
	Iteration 208Q: 3 clusters Score -1.562654e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -15626533.000000 Penalty: 5601.057129
	Iteration 209Q: 3 clusters Score -1.562653e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -15626545.000000 Penalty: 5601.057129
	Iteration 210Q: 3 clusters Score -1.562654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -15626530.000000 Penalty: 5601.057129
	Iteration 211Q: 3 clusters Score -1.562653e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15626566.000000 Penalty: 5601.057129
	Iteration 212Q: 3 clusters Score -1.562657e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -15626559.000000 Penalty: 5601.057129
	Iteration 213Q: 3 clusters Score -1.562656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -15626570.000000 Penalty: 5601.057129
	Iteration 214Q: 3 clusters Score -1.562657e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -15626589.000000 Penalty: 5601.057129
	Iteration 215Q: 3 clusters Score -1.562659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -15626606.000000 Penalty: 5601.057129
	Iteration 216Q: 3 clusters Score -1.562661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -15626592.000000 Penalty: 5601.057129
	Iteration 217Q: 3 clusters Score -1.562659e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -15626592.000000 Penalty: 5601.057129
	Iteration 218Q: 3 clusters Score -1.562659e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -15626599.000000 Penalty: 5601.057129
	Iteration 219Q: 3 clusters Score -1.56266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -15626626.000000 Penalty: 5601.057129
	Iteration 220F: 3 clusters Score -1.562663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -15626645.000000 Penalty: 5601.057129
	Iteration 221Q: 3 clusters Score -1.562664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -15626616.000000 Penalty: 5601.057129
	Iteration 222Q: 3 clusters Score -1.562662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -15626620.000000 Penalty: 5601.057129
	Iteration 223Q: 3 clusters Score -1.562662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -15626629.000000 Penalty: 5601.057129
	Iteration 224Q: 3 clusters Score -1.562663e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -15626673.000000 Penalty: 5601.057129
	Iteration 225Q: 3 clusters Score -1.562667e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -15626667.000000 Penalty: 5601.057129
	Iteration 226Q: 3 clusters Score -1.562667e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -15626689.000000 Penalty: 5601.057129
	Iteration 227Q: 3 clusters Score -1.562669e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -15626697.000000 Penalty: 5601.057129
	Iteration 228Q: 3 clusters Score -1.56267e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -15626721.000000 Penalty: 5601.057129
	Iteration 229Q: 3 clusters Score -1.562672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -15626721.000000 Penalty: 5601.057129
	Iteration 230Q: 3 clusters Score -1.562672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -15626734.000000 Penalty: 5601.057129
	Iteration 231Q: 3 clusters Score -1.562673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -15626738.000000 Penalty: 5601.057129
	Iteration 232Q: 3 clusters Score -1.562674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -15626737.000000 Penalty: 5601.057129
	Iteration 233Q: 3 clusters Score -1.562674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -15626725.000000 Penalty: 5601.057129
	Iteration 234Q: 3 clusters Score -1.562672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -15626707.000000 Penalty: 5601.057129
	Iteration 235Q: 3 clusters Score -1.562671e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -15626707.000000 Penalty: 5601.057129
	Iteration 236Q: 3 clusters Score -1.562671e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -15626698.000000 Penalty: 5601.057129
	Iteration 237Q: 3 clusters Score -1.56267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -15626708.000000 Penalty: 5601.057129
	Iteration 238Q: 3 clusters Score -1.562671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -15626711.000000 Penalty: 5601.057129
	Iteration 239Q: 3 clusters Score -1.562671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -15626720.000000 Penalty: 5601.057129
	Iteration 240F: 3 clusters Score -1.562672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -15626731.000000 Penalty: 5601.057129
	Iteration 241Q: 3 clusters Score -1.562673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -15626729.000000 Penalty: 5601.057129
	Iteration 242Q: 3 clusters Score -1.562673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -15626733.000000 Penalty: 5601.057129
	Iteration 243Q: 3 clusters Score -1.562673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -15626732.000000 Penalty: 5601.057129
	Iteration 244Q: 3 clusters Score -1.562673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -15626727.000000 Penalty: 5601.057129
	Iteration 245Q: 3 clusters Score -1.562673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -15626735.000000 Penalty: 5601.057129
	Iteration 246Q: 3 clusters Score -1.562674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -15626730.000000 Penalty: 5601.057129
	Iteration 247Q: 3 clusters Score -1.562673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -15626735.000000 Penalty: 5601.057129
	Iteration 248Q: 3 clusters Score -1.562674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -15626725.000000 Penalty: 5601.057129
	Iteration 249Q: 3 clusters Score -1.562672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15626720.000000 Penalty: 5601.057129
	Iteration 250Q: 3 clusters Score -1.562672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15626736.000000 Penalty: 5601.057129
	Iteration 251Q: 3 clusters Score -1.562674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -15626737.000000 Penalty: 5601.057129
	Iteration 252Q: 3 clusters Score -1.562674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -15626734.000000 Penalty: 5601.057129
	Iteration 253Q: 3 clusters Score -1.562673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -15626732.000000 Penalty: 5601.057129
	Iteration 254Q: 3 clusters Score -1.562673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -15626701.000000 Penalty: 5601.057129
	Iteration 255Q: 3 clusters Score -1.56267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -15626701.000000 Penalty: 5601.057129
	Iteration 256Q: 3 clusters Score -1.56267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15626704.000000 Penalty: 5601.057129
	Iteration 257Q: 3 clusters Score -1.56267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15626696.000000 Penalty: 5601.057129
	Iteration 258Q: 3 clusters Score -1.56267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15626704.000000 Penalty: 5601.057129
	Iteration 259Q: 3 clusters Score -1.56267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15626705.000000 Penalty: 5601.057129
	Iteration 260F: 3 clusters Score -1.56267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15626712.000000 Penalty: 5601.057129
	Iteration 261Q: 3 clusters Score -1.562671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -15626703.000000 Penalty: 5601.057129
	Iteration 262Q: 3 clusters Score -1.56267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -15626710.000000 Penalty: 5601.057129
	Iteration 263Q: 3 clusters Score -1.562671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15626705.000000 Penalty: 5601.057129
	Iteration 264Q: 3 clusters Score -1.56267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -15626707.000000 Penalty: 5601.057129
	Iteration 265Q: 3 clusters Score -1.562671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -15626699.000000 Penalty: 5601.057129
	Iteration 266Q: 3 clusters Score -1.56267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -15626713.000000 Penalty: 5601.057129
	Iteration 267Q: 3 clusters Score -1.562671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -15626724.000000 Penalty: 5601.057129
	Iteration 268Q: 3 clusters Score -1.562672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -15626724.000000 Penalty: 5601.057129
	Iteration 269F: 3 clusters Score -1.562672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 78183 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Entering Unmasked Estep 
Score: -176984416.000000 Penalty: 91981.960938
Splitting cluster 12 changes total score from -176580640.000000 to -176984416.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (78183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78183 members 
Entering Unmasked Estep 
Score: -16127536.000000 Penalty: 2794.168213
	Iteration 0F: 2 clusters Score -1.612754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -16131297.000000 Penalty: 5588.336426
	Iteration 0F: 3 clusters Score -1.61313e+07 nChanged 36711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -16152472.000000 Penalty: 5588.336426
	Iteration 1F: 3 clusters Score -1.615247e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -16152710.000000 Penalty: 5588.336426
	Iteration 2F: 3 clusters Score -1.615271e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -16153157.000000 Penalty: 5588.336426
	Iteration 3Q: 3 clusters Score -1.615316e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -16153571.000000 Penalty: 5588.336426
	Iteration 4Q: 3 clusters Score -1.615357e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -16154093.000000 Penalty: 5588.336426
	Iteration 5Q: 3 clusters Score -1.615409e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -16154492.000000 Penalty: 5588.336426
	Iteration 6Q: 3 clusters Score -1.615449e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -16155032.000000 Penalty: 5588.336426
	Iteration 7Q: 3 clusters Score -1.615503e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -16155606.000000 Penalty: 5588.336426
	Iteration 8Q: 3 clusters Score -1.615561e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -16156297.000000 Penalty: 5588.336426
	Iteration 9Q: 3 clusters Score -1.61563e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -16157293.000000 Penalty: 5588.336426
	Iteration 10Q: 3 clusters Score -1.615729e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -16158942.000000 Penalty: 5588.336426
	Iteration 11Q: 3 clusters Score -1.615894e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -16161269.000000 Penalty: 5588.336426
	Iteration 12Q: 3 clusters Score -1.616127e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -16164446.000000 Penalty: 5588.336426
	Iteration 13F: 3 clusters Score -1.616445e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -16167227.000000 Penalty: 5588.336426
	Iteration 14F: 3 clusters Score -1.616723e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -16168559.000000 Penalty: 5588.336426
	Iteration 15Q: 3 clusters Score -1.616856e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -16169112.000000 Penalty: 5588.336426
	Iteration 16Q: 3 clusters Score -1.616911e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -16169367.000000 Penalty: 5588.336426
	Iteration 17Q: 3 clusters Score -1.616937e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -16169651.000000 Penalty: 5588.336426
	Iteration 18Q: 3 clusters Score -1.616965e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -16169784.000000 Penalty: 5588.336426
	Iteration 19Q: 3 clusters Score -1.616978e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -16170001.000000 Penalty: 5588.336426
	Iteration 20F: 3 clusters Score -1.617e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -16170140.000000 Penalty: 5588.336426
	Iteration 21Q: 3 clusters Score -1.617014e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -16170296.000000 Penalty: 5588.336426
	Iteration 22Q: 3 clusters Score -1.61703e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -16170464.000000 Penalty: 5588.336426
	Iteration 23Q: 3 clusters Score -1.617046e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -16170577.000000 Penalty: 5588.336426
	Iteration 24Q: 3 clusters Score -1.617058e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -16170726.000000 Penalty: 5588.336426
	Iteration 25Q: 3 clusters Score -1.617073e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -16170866.000000 Penalty: 5588.336426
	Iteration 26Q: 3 clusters Score -1.617087e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -16170953.000000 Penalty: 5588.336426
	Iteration 27Q: 3 clusters Score -1.617095e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -16171005.000000 Penalty: 5588.336426
	Iteration 28Q: 3 clusters Score -1.6171e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -16171046.000000 Penalty: 5588.336426
	Iteration 29Q: 3 clusters Score -1.617105e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -16171104.000000 Penalty: 5588.336426
	Iteration 30Q: 3 clusters Score -1.61711e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -16171196.000000 Penalty: 5588.336426
	Iteration 31Q: 3 clusters Score -1.61712e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -16171283.000000 Penalty: 5588.336426
	Iteration 32Q: 3 clusters Score -1.617128e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -16171310.000000 Penalty: 5588.336426
	Iteration 33Q: 3 clusters Score -1.617131e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -16171359.000000 Penalty: 5588.336426
	Iteration 34Q: 3 clusters Score -1.617136e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -16171407.000000 Penalty: 5588.336426
	Iteration 35Q: 3 clusters Score -1.617141e+07 nChanged 510
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -16171466.000000 Penalty: 5588.336426
	Iteration 36Q: 3 clusters Score -1.617147e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -16171513.000000 Penalty: 5588.336426
	Iteration 37Q: 3 clusters Score -1.617151e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -16171591.000000 Penalty: 5588.336426
	Iteration 38Q: 3 clusters Score -1.617159e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -16171613.000000 Penalty: 5588.336426
	Iteration 39Q: 3 clusters Score -1.617161e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -16171643.000000 Penalty: 5588.336426
	Iteration 40F: 3 clusters Score -1.617164e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -16171649.000000 Penalty: 5588.336426
	Iteration 41Q: 3 clusters Score -1.617165e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -16171657.000000 Penalty: 5588.336426
	Iteration 42Q: 3 clusters Score -1.617166e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -16171639.000000 Penalty: 5588.336426
	Iteration 43Q: 3 clusters Score -1.617164e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -16171652.000000 Penalty: 5588.336426
	Iteration 44Q: 3 clusters Score -1.617165e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -16171674.000000 Penalty: 5588.336426
	Iteration 45Q: 3 clusters Score -1.617167e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -16171689.000000 Penalty: 5588.336426
	Iteration 46Q: 3 clusters Score -1.617169e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -16171660.000000 Penalty: 5588.336426
	Iteration 47Q: 3 clusters Score -1.617166e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -16171667.000000 Penalty: 5588.336426
	Iteration 48Q: 3 clusters Score -1.617167e+07 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -16171682.000000 Penalty: 5588.336426
	Iteration 49Q: 3 clusters Score -1.617168e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -16171690.000000 Penalty: 5588.336426
	Iteration 50Q: 3 clusters Score -1.617169e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -16171720.000000 Penalty: 5588.336426
	Iteration 51Q: 3 clusters Score -1.617172e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -16171721.000000 Penalty: 5588.336426
	Iteration 52Q: 3 clusters Score -1.617172e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -16171752.000000 Penalty: 5588.336426
	Iteration 53Q: 3 clusters Score -1.617175e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -16171765.000000 Penalty: 5588.336426
	Iteration 54Q: 3 clusters Score -1.617176e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -16171787.000000 Penalty: 5588.336426
	Iteration 55Q: 3 clusters Score -1.617179e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -16171778.000000 Penalty: 5588.336426
	Iteration 56Q: 3 clusters Score -1.617178e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -16171803.000000 Penalty: 5588.336426
	Iteration 57Q: 3 clusters Score -1.61718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -16171782.000000 Penalty: 5588.336426
	Iteration 58Q: 3 clusters Score -1.617178e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -16171803.000000 Penalty: 5588.336426
	Iteration 59Q: 3 clusters Score -1.61718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -16171837.000000 Penalty: 5588.336426
	Iteration 60F: 3 clusters Score -1.617184e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -16171837.000000 Penalty: 5588.336426
	Iteration 61Q: 3 clusters Score -1.617184e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -16171852.000000 Penalty: 5588.336426
	Iteration 62Q: 3 clusters Score -1.617185e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -16171874.000000 Penalty: 5588.336426
	Iteration 63Q: 3 clusters Score -1.617187e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -16171883.000000 Penalty: 5588.336426
	Iteration 64Q: 3 clusters Score -1.617188e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -16171895.000000 Penalty: 5588.336426
	Iteration 65Q: 3 clusters Score -1.61719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -16171885.000000 Penalty: 5588.336426
	Iteration 66Q: 3 clusters Score -1.617188e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -16171905.000000 Penalty: 5588.336426
	Iteration 67Q: 3 clusters Score -1.61719e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -16171879.000000 Penalty: 5588.336426
	Iteration 68Q: 3 clusters Score -1.617188e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -16171885.000000 Penalty: 5588.336426
	Iteration 69Q: 3 clusters Score -1.617188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -16171897.000000 Penalty: 5588.336426
	Iteration 70Q: 3 clusters Score -1.61719e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 71Q: 3 clusters Score -1.617192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -16171932.000000 Penalty: 5588.336426
	Iteration 72Q: 3 clusters Score -1.617193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -16171912.000000 Penalty: 5588.336426
	Iteration 73Q: 3 clusters Score -1.617191e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -16171896.000000 Penalty: 5588.336426
	Iteration 74Q: 3 clusters Score -1.61719e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -16171896.000000 Penalty: 5588.336426
	Iteration 75Q: 3 clusters Score -1.61719e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 76Q: 3 clusters Score -1.617192e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -16171900.000000 Penalty: 5588.336426
	Iteration 77Q: 3 clusters Score -1.61719e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -16171888.000000 Penalty: 5588.336426
	Iteration 78Q: 3 clusters Score -1.617189e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -16171885.000000 Penalty: 5588.336426
	Iteration 79Q: 3 clusters Score -1.617188e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -16171890.000000 Penalty: 5588.336426
	Iteration 80F: 3 clusters Score -1.617189e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -16171868.000000 Penalty: 5588.336426
	Iteration 81Q: 3 clusters Score -1.617187e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -16171844.000000 Penalty: 5588.336426
	Iteration 82Q: 3 clusters Score -1.617184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -16171840.000000 Penalty: 5588.336426
	Iteration 83Q: 3 clusters Score -1.617184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -16171836.000000 Penalty: 5588.336426
	Iteration 84Q: 3 clusters Score -1.617184e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -16171840.000000 Penalty: 5588.336426
	Iteration 85Q: 3 clusters Score -1.617184e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -16171831.000000 Penalty: 5588.336426
	Iteration 86Q: 3 clusters Score -1.617183e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -16171861.000000 Penalty: 5588.336426
	Iteration 87Q: 3 clusters Score -1.617186e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -16171872.000000 Penalty: 5588.336426
	Iteration 88Q: 3 clusters Score -1.617187e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -16171869.000000 Penalty: 5588.336426
	Iteration 89Q: 3 clusters Score -1.617187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -16171857.000000 Penalty: 5588.336426
	Iteration 90Q: 3 clusters Score -1.617186e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -16171858.000000 Penalty: 5588.336426
	Iteration 91Q: 3 clusters Score -1.617186e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -16171860.000000 Penalty: 5588.336426
	Iteration 92Q: 3 clusters Score -1.617186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -16171863.000000 Penalty: 5588.336426
	Iteration 93Q: 3 clusters Score -1.617186e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -16171869.000000 Penalty: 5588.336426
	Iteration 94Q: 3 clusters Score -1.617187e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -16171894.000000 Penalty: 5588.336426
	Iteration 95Q: 3 clusters Score -1.617189e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -16171932.000000 Penalty: 5588.336426
	Iteration 96Q: 3 clusters Score -1.617193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -16171913.000000 Penalty: 5588.336426
	Iteration 97Q: 3 clusters Score -1.617191e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -16171902.000000 Penalty: 5588.336426
	Iteration 98Q: 3 clusters Score -1.61719e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -16171938.000000 Penalty: 5588.336426
	Iteration 99Q: 3 clusters Score -1.617194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -16171954.000000 Penalty: 5588.336426
	Iteration 100F: 3 clusters Score -1.617195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -16171932.000000 Penalty: 5588.336426
	Iteration 101Q: 3 clusters Score -1.617193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -16171952.000000 Penalty: 5588.336426
	Iteration 102Q: 3 clusters Score -1.617195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -16171936.000000 Penalty: 5588.336426
	Iteration 103Q: 3 clusters Score -1.617194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -16171950.000000 Penalty: 5588.336426
	Iteration 104Q: 3 clusters Score -1.617195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -16171948.000000 Penalty: 5588.336426
	Iteration 105Q: 3 clusters Score -1.617195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -16171953.000000 Penalty: 5588.336426
	Iteration 106Q: 3 clusters Score -1.617195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -16171937.000000 Penalty: 5588.336426
	Iteration 107Q: 3 clusters Score -1.617194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -16171974.000000 Penalty: 5588.336426
	Iteration 108Q: 3 clusters Score -1.617197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -16171978.000000 Penalty: 5588.336426
	Iteration 109Q: 3 clusters Score -1.617198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -16171976.000000 Penalty: 5588.336426
	Iteration 110Q: 3 clusters Score -1.617198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -16171959.000000 Penalty: 5588.336426
	Iteration 111Q: 3 clusters Score -1.617196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -16171952.000000 Penalty: 5588.336426
	Iteration 112Q: 3 clusters Score -1.617195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -16171956.000000 Penalty: 5588.336426
	Iteration 113Q: 3 clusters Score -1.617196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -16171956.000000 Penalty: 5588.336426
	Iteration 114Q: 3 clusters Score -1.617196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -16171964.000000 Penalty: 5588.336426
	Iteration 115Q: 3 clusters Score -1.617196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -16171959.000000 Penalty: 5588.336426
	Iteration 116Q: 3 clusters Score -1.617196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -16171958.000000 Penalty: 5588.336426
	Iteration 117Q: 3 clusters Score -1.617196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -16171929.000000 Penalty: 5588.336426
	Iteration 118Q: 3 clusters Score -1.617193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -16171948.000000 Penalty: 5588.336426
	Iteration 119Q: 3 clusters Score -1.617195e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -16171941.000000 Penalty: 5588.336426
	Iteration 120F: 3 clusters Score -1.617194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -16171952.000000 Penalty: 5588.336426
	Iteration 121Q: 3 clusters Score -1.617195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -16171929.000000 Penalty: 5588.336426
	Iteration 122Q: 3 clusters Score -1.617193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -16171945.000000 Penalty: 5588.336426
	Iteration 123Q: 3 clusters Score -1.617194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -16171941.000000 Penalty: 5588.336426
	Iteration 124Q: 3 clusters Score -1.617194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -16171933.000000 Penalty: 5588.336426
	Iteration 125Q: 3 clusters Score -1.617193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -16171945.000000 Penalty: 5588.336426
	Iteration 126Q: 3 clusters Score -1.617194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171941.000000 Penalty: 5588.336426
	Iteration 127Q: 3 clusters Score -1.617194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -16171944.000000 Penalty: 5588.336426
	Iteration 128Q: 3 clusters Score -1.617194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171941.000000 Penalty: 5588.336426
	Iteration 129Q: 3 clusters Score -1.617194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -16171942.000000 Penalty: 5588.336426
	Iteration 130Q: 3 clusters Score -1.617194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -16171945.000000 Penalty: 5588.336426
	Iteration 131Q: 3 clusters Score -1.617194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -16171938.000000 Penalty: 5588.336426
	Iteration 132Q: 3 clusters Score -1.617194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -16171945.000000 Penalty: 5588.336426
	Iteration 133Q: 3 clusters Score -1.617194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -16171944.000000 Penalty: 5588.336426
	Iteration 134Q: 3 clusters Score -1.617194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -16171950.000000 Penalty: 5588.336426
	Iteration 135Q: 3 clusters Score -1.617195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -16171936.000000 Penalty: 5588.336426
	Iteration 136Q: 3 clusters Score -1.617194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -16171935.000000 Penalty: 5588.336426
	Iteration 137Q: 3 clusters Score -1.617194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -16171924.000000 Penalty: 5588.336426
	Iteration 138Q: 3 clusters Score -1.617192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -16171926.000000 Penalty: 5588.336426
	Iteration 139Q: 3 clusters Score -1.617193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -16171916.000000 Penalty: 5588.336426
	Iteration 140F: 3 clusters Score -1.617192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -16171912.000000 Penalty: 5588.336426
	Iteration 141Q: 3 clusters Score -1.617191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -16171937.000000 Penalty: 5588.336426
	Iteration 142Q: 3 clusters Score -1.617194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 143Q: 3 clusters Score -1.617192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -16171916.000000 Penalty: 5588.336426
	Iteration 144Q: 3 clusters Score -1.617192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -16171919.000000 Penalty: 5588.336426
	Iteration 145Q: 3 clusters Score -1.617192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -16171920.000000 Penalty: 5588.336426
	Iteration 146Q: 3 clusters Score -1.617192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -16171921.000000 Penalty: 5588.336426
	Iteration 147Q: 3 clusters Score -1.617192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -16171923.000000 Penalty: 5588.336426
	Iteration 148Q: 3 clusters Score -1.617192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -16171930.000000 Penalty: 5588.336426
	Iteration 149Q: 3 clusters Score -1.617193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 150Q: 3 clusters Score -1.617192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -16171931.000000 Penalty: 5588.336426
	Iteration 151Q: 3 clusters Score -1.617193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -16171930.000000 Penalty: 5588.336426
	Iteration 152Q: 3 clusters Score -1.617193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -16171928.000000 Penalty: 5588.336426
	Iteration 153Q: 3 clusters Score -1.617193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -16171927.000000 Penalty: 5588.336426
	Iteration 154Q: 3 clusters Score -1.617193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -16171921.000000 Penalty: 5588.336426
	Iteration 155Q: 3 clusters Score -1.617192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -16171899.000000 Penalty: 5588.336426
	Iteration 156Q: 3 clusters Score -1.61719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -16171898.000000 Penalty: 5588.336426
	Iteration 157Q: 3 clusters Score -1.61719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -16171893.000000 Penalty: 5588.336426
	Iteration 158Q: 3 clusters Score -1.617189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -16171897.000000 Penalty: 5588.336426
	Iteration 159Q: 3 clusters Score -1.61719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -16171904.000000 Penalty: 5588.336426
	Iteration 160F: 3 clusters Score -1.61719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -16171910.000000 Penalty: 5588.336426
	Iteration 161Q: 3 clusters Score -1.617191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -16171904.000000 Penalty: 5588.336426
	Iteration 162Q: 3 clusters Score -1.61719e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -16171889.000000 Penalty: 5588.336426
	Iteration 163Q: 3 clusters Score -1.617189e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -16171905.000000 Penalty: 5588.336426
	Iteration 164Q: 3 clusters Score -1.61719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -16171903.000000 Penalty: 5588.336426
	Iteration 165Q: 3 clusters Score -1.61719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16171898.000000 Penalty: 5588.336426
	Iteration 166Q: 3 clusters Score -1.61719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -16171906.000000 Penalty: 5588.336426
	Iteration 167Q: 3 clusters Score -1.617191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
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Entering Unmasked Estep 
Score: -16171916.000000 Penalty: 5588.336426
	Iteration 168Q: 3 clusters Score -1.617192e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -16171913.000000 Penalty: 5588.336426
	Iteration 169Q: 3 clusters Score -1.617191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -16171915.000000 Penalty: 5588.336426
	Iteration 170Q: 3 clusters Score -1.617192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -16171926.000000 Penalty: 5588.336426
	Iteration 171Q: 3 clusters Score -1.617193e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -16171906.000000 Penalty: 5588.336426
	Iteration 172Q: 3 clusters Score -1.617191e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -16171907.000000 Penalty: 5588.336426
	Iteration 173Q: 3 clusters Score -1.617191e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -16171906.000000 Penalty: 5588.336426
	Iteration 174Q: 3 clusters Score -1.617191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -16171911.000000 Penalty: 5588.336426
	Iteration 175Q: 3 clusters Score -1.617191e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -16171926.000000 Penalty: 5588.336426
	Iteration 176Q: 3 clusters Score -1.617193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 177Q: 3 clusters Score -1.617192e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -16171939.000000 Penalty: 5588.336426
	Iteration 178Q: 3 clusters Score -1.617194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -16171922.000000 Penalty: 5588.336426
	Iteration 179Q: 3 clusters Score -1.617192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -16171937.000000 Penalty: 5588.336426
	Iteration 180F: 3 clusters Score -1.617194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -16171943.000000 Penalty: 5588.336426
	Iteration 181Q: 3 clusters Score -1.617194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -16171920.000000 Penalty: 5588.336426
	Iteration 182Q: 3 clusters Score -1.617192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -16171913.000000 Penalty: 5588.336426
	Iteration 183Q: 3 clusters Score -1.617191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -16171914.000000 Penalty: 5588.336426
	Iteration 184Q: 3 clusters Score -1.617191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -16171924.000000 Penalty: 5588.336426
	Iteration 185Q: 3 clusters Score -1.617192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -16171920.000000 Penalty: 5588.336426
	Iteration 186Q: 3 clusters Score -1.617192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -16171924.000000 Penalty: 5588.336426
	Iteration 187Q: 3 clusters Score -1.617192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -16171939.000000 Penalty: 5588.336426
	Iteration 188Q: 3 clusters Score -1.617194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -16171930.000000 Penalty: 5588.336426
	Iteration 189Q: 3 clusters Score -1.617193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -16171920.000000 Penalty: 5588.336426
	Iteration 190Q: 3 clusters Score -1.617192e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -16171924.000000 Penalty: 5588.336426
	Iteration 191Q: 3 clusters Score -1.617192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -16171931.000000 Penalty: 5588.336426
	Iteration 192Q: 3 clusters Score -1.617193e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -16171937.000000 Penalty: 5588.336426
	Iteration 193Q: 3 clusters Score -1.617194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -16171943.000000 Penalty: 5588.336426
	Iteration 194Q: 3 clusters Score -1.617194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -16171926.000000 Penalty: 5588.336426
	Iteration 195Q: 3 clusters Score -1.617193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -16171932.000000 Penalty: 5588.336426
	Iteration 196Q: 3 clusters Score -1.617193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -16171939.000000 Penalty: 5588.336426
	Iteration 197Q: 3 clusters Score -1.617194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -16171950.000000 Penalty: 5588.336426
	Iteration 198Q: 3 clusters Score -1.617195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -16171939.000000 Penalty: 5588.336426
	Iteration 199Q: 3 clusters Score -1.617194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -16171945.000000 Penalty: 5588.336426
	Iteration 200F: 3 clusters Score -1.617194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -16171953.000000 Penalty: 5588.336426
	Iteration 201Q: 3 clusters Score -1.617195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -16171941.000000 Penalty: 5588.336426
	Iteration 202Q: 3 clusters Score -1.617194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -16171919.000000 Penalty: 5588.336426
	Iteration 203Q: 3 clusters Score -1.617192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -16171925.000000 Penalty: 5588.336426
	Iteration 204Q: 3 clusters Score -1.617192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171932.000000 Penalty: 5588.336426
	Iteration 205Q: 3 clusters Score -1.617193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16171898.000000 Penalty: 5588.336426
	Iteration 206Q: 3 clusters Score -1.61719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -16171897.000000 Penalty: 5588.336426
	Iteration 207Q: 3 clusters Score -1.61719e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -16171879.000000 Penalty: 5588.336426
	Iteration 208Q: 3 clusters Score -1.617188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16171901.000000 Penalty: 5588.336426
	Iteration 209Q: 3 clusters Score -1.61719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16171893.000000 Penalty: 5588.336426
	Iteration 210Q: 3 clusters Score -1.617189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -16171900.000000 Penalty: 5588.336426
	Iteration 211Q: 3 clusters Score -1.61719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -16171902.000000 Penalty: 5588.336426
	Iteration 212Q: 3 clusters Score -1.61719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -16171911.000000 Penalty: 5588.336426
	Iteration 213Q: 3 clusters Score -1.617191e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171929.000000 Penalty: 5588.336426
	Iteration 214Q: 3 clusters Score -1.617193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -16171930.000000 Penalty: 5588.336426
	Iteration 215Q: 3 clusters Score -1.617193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171933.000000 Penalty: 5588.336426
	Iteration 216Q: 3 clusters Score -1.617193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -16171921.000000 Penalty: 5588.336426
	Iteration 217Q: 3 clusters Score -1.617192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -16171920.000000 Penalty: 5588.336426
	Iteration 218Q: 3 clusters Score -1.617192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -16171918.000000 Penalty: 5588.336426
	Iteration 219Q: 3 clusters Score -1.617192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -16171938.000000 Penalty: 5588.336426
	Iteration 220F: 3 clusters Score -1.617194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -16171919.000000 Penalty: 5588.336426
	Iteration 221Q: 3 clusters Score -1.617192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -16171918.000000 Penalty: 5588.336426
	Iteration 222Q: 3 clusters Score -1.617192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -16171914.000000 Penalty: 5588.336426
	Iteration 223Q: 3 clusters Score -1.617191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -16171905.000000 Penalty: 5588.336426
	Iteration 224Q: 3 clusters Score -1.61719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -16171911.000000 Penalty: 5588.336426
	Iteration 225Q: 3 clusters Score -1.617191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -16171902.000000 Penalty: 5588.336426
	Iteration 226Q: 3 clusters Score -1.61719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -16171885.000000 Penalty: 5588.336426
	Iteration 227Q: 3 clusters Score -1.617188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -16171875.000000 Penalty: 5588.336426
	Iteration 228Q: 3 clusters Score -1.617188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -16171870.000000 Penalty: 5588.336426
	Iteration 229Q: 3 clusters Score -1.617187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16171876.000000 Penalty: 5588.336426
	Iteration 230Q: 3 clusters Score -1.617188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -16171886.000000 Penalty: 5588.336426
	Iteration 231Q: 3 clusters Score -1.617189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -16171904.000000 Penalty: 5588.336426
	Iteration 232Q: 3 clusters Score -1.61719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -16171905.000000 Penalty: 5588.336426
	Iteration 233Q: 3 clusters Score -1.61719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -16171905.000000 Penalty: 5588.336426
	Iteration 234F: 3 clusters Score -1.61719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 82028 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Mstep: Class 28 contains 38499 members 
Entering Unmasked Estep 
Score: -177022624.000000 Penalty: 95388.695312
Splitting cluster 13 changes total score from -176580640.000000 to -177022624.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (82028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Entering Unmasked Estep 
Score: -15436221.000000 Penalty: 2806.074219
	Iteration 0F: 2 clusters Score -1.543622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -15443878.000000 Penalty: 5612.148438
	Iteration 0F: 3 clusters Score -1.544388e+07 nChanged 38609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -15465773.000000 Penalty: 5612.148438
	Iteration 1F: 3 clusters Score -1.546577e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -15466835.000000 Penalty: 5612.148438
	Iteration 2Q: 3 clusters Score -1.546684e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -15468060.000000 Penalty: 5612.148438
	Iteration 3Q: 3 clusters Score -1.546806e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -15469840.000000 Penalty: 5612.148438
	Iteration 4Q: 3 clusters Score -1.546984e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -15472246.000000 Penalty: 5612.148438
	Iteration 5F: 3 clusters Score -1.547225e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -15475003.000000 Penalty: 5612.148438
	Iteration 6F: 3 clusters Score -1.5475e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -15477717.000000 Penalty: 5612.148438
	Iteration 7F: 3 clusters Score -1.547772e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -15479583.000000 Penalty: 5612.148438
	Iteration 8F: 3 clusters Score -1.547958e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -15480302.000000 Penalty: 5612.148438
	Iteration 9Q: 3 clusters Score -1.54803e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -15480417.000000 Penalty: 5612.148438
	Iteration 10Q: 3 clusters Score -1.548042e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -15480369.000000 Penalty: 5612.148438
	Iteration 11Q: 3 clusters Score -1.548037e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -15480372.000000 Penalty: 5612.148438
	Iteration 12Q: 3 clusters Score -1.548037e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -15480358.000000 Penalty: 5612.148438
	Iteration 13Q: 3 clusters Score -1.548036e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -15480176.000000 Penalty: 5612.148438
	Iteration 14Q: 3 clusters Score -1.548018e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -15480010.000000 Penalty: 5612.148438
	Iteration 15Q: 3 clusters Score -1.548001e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -15479826.000000 Penalty: 5612.148438
	Iteration 16Q: 3 clusters Score -1.547983e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -15479616.000000 Penalty: 5612.148438
	Iteration 17Q: 3 clusters Score -1.547962e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -15479404.000000 Penalty: 5612.148438
	Iteration 18Q: 3 clusters Score -1.54794e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -15479244.000000 Penalty: 5612.148438
	Iteration 19Q: 3 clusters Score -1.547924e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -15479074.000000 Penalty: 5612.148438
	Iteration 20F: 3 clusters Score -1.547907e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -15478986.000000 Penalty: 5612.148438
	Iteration 21Q: 3 clusters Score -1.547899e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -15478852.000000 Penalty: 5612.148438
	Iteration 22Q: 3 clusters Score -1.547885e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -15478719.000000 Penalty: 5612.148438
	Iteration 23Q: 3 clusters Score -1.547872e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -15478683.000000 Penalty: 5612.148438
	Iteration 24Q: 3 clusters Score -1.547868e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -15478532.000000 Penalty: 5612.148438
	Iteration 25Q: 3 clusters Score -1.547853e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -15478443.000000 Penalty: 5612.148438
	Iteration 26Q: 3 clusters Score -1.547844e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -15478326.000000 Penalty: 5612.148438
	Iteration 27Q: 3 clusters Score -1.547833e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -15478177.000000 Penalty: 5612.148438
	Iteration 28Q: 3 clusters Score -1.547818e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -15478108.000000 Penalty: 5612.148438
	Iteration 29Q: 3 clusters Score -1.547811e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -15478133.000000 Penalty: 5612.148438
	Iteration 30Q: 3 clusters Score -1.547813e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -15478108.000000 Penalty: 5612.148438
	Iteration 31Q: 3 clusters Score -1.547811e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -15478041.000000 Penalty: 5612.148438
	Iteration 32Q: 3 clusters Score -1.547804e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -15478042.000000 Penalty: 5612.148438
	Iteration 33Q: 3 clusters Score -1.547804e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -15477960.000000 Penalty: 5612.148438
	Iteration 34Q: 3 clusters Score -1.547796e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -15477928.000000 Penalty: 5612.148438
	Iteration 35Q: 3 clusters Score -1.547793e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -15477951.000000 Penalty: 5612.148438
	Iteration 36Q: 3 clusters Score -1.547795e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -15477778.000000 Penalty: 5612.148438
	Iteration 37Q: 3 clusters Score -1.547778e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -15477690.000000 Penalty: 5612.148438
	Iteration 38Q: 3 clusters Score -1.547769e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -15477651.000000 Penalty: 5612.148438
	Iteration 39Q: 3 clusters Score -1.547765e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -15477615.000000 Penalty: 5612.148438
	Iteration 40F: 3 clusters Score -1.547762e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -15477537.000000 Penalty: 5612.148438
	Iteration 41Q: 3 clusters Score -1.547754e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15477575.000000 Penalty: 5612.148438
	Iteration 42Q: 3 clusters Score -1.547758e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -15477540.000000 Penalty: 5612.148438
	Iteration 43Q: 3 clusters Score -1.547754e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -15477592.000000 Penalty: 5612.148438
	Iteration 44Q: 3 clusters Score -1.547759e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -15477612.000000 Penalty: 5612.148438
	Iteration 45Q: 3 clusters Score -1.547761e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -15477616.000000 Penalty: 5612.148438
	Iteration 46Q: 3 clusters Score -1.547762e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -15477639.000000 Penalty: 5612.148438
	Iteration 47Q: 3 clusters Score -1.547764e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -15477661.000000 Penalty: 5612.148438
	Iteration 48Q: 3 clusters Score -1.547766e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -15477596.000000 Penalty: 5612.148438
	Iteration 49Q: 3 clusters Score -1.54776e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -15477576.000000 Penalty: 5612.148438
	Iteration 50Q: 3 clusters Score -1.547758e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -15477603.000000 Penalty: 5612.148438
	Iteration 51Q: 3 clusters Score -1.54776e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -15477554.000000 Penalty: 5612.148438
	Iteration 52Q: 3 clusters Score -1.547755e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -15477507.000000 Penalty: 5612.148438
	Iteration 53Q: 3 clusters Score -1.547751e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -15477506.000000 Penalty: 5612.148438
	Iteration 54Q: 3 clusters Score -1.547751e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -15477514.000000 Penalty: 5612.148438
	Iteration 55Q: 3 clusters Score -1.547751e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -15477481.000000 Penalty: 5612.148438
	Iteration 56Q: 3 clusters Score -1.547748e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -15477450.000000 Penalty: 5612.148438
	Iteration 57Q: 3 clusters Score -1.547745e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -15477391.000000 Penalty: 5612.148438
	Iteration 58Q: 3 clusters Score -1.547739e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -15477388.000000 Penalty: 5612.148438
	Iteration 59Q: 3 clusters Score -1.547739e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -15477429.000000 Penalty: 5612.148438
	Iteration 60F: 3 clusters Score -1.547743e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -15477483.000000 Penalty: 5612.148438
	Iteration 61Q: 3 clusters Score -1.547748e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -15477584.000000 Penalty: 5612.148438
	Iteration 62Q: 3 clusters Score -1.547758e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -15477596.000000 Penalty: 5612.148438
	Iteration 63Q: 3 clusters Score -1.54776e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -15477660.000000 Penalty: 5612.148438
	Iteration 64Q: 3 clusters Score -1.547766e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -15477664.000000 Penalty: 5612.148438
	Iteration 65Q: 3 clusters Score -1.547766e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -15477666.000000 Penalty: 5612.148438
	Iteration 66Q: 3 clusters Score -1.547767e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -15477641.000000 Penalty: 5612.148438
	Iteration 67Q: 3 clusters Score -1.547764e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -15477592.000000 Penalty: 5612.148438
	Iteration 68Q: 3 clusters Score -1.547759e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -15477630.000000 Penalty: 5612.148438
	Iteration 69Q: 3 clusters Score -1.547763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -15477659.000000 Penalty: 5612.148438
	Iteration 70Q: 3 clusters Score -1.547766e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -15477677.000000 Penalty: 5612.148438
	Iteration 71Q: 3 clusters Score -1.547768e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -15477692.000000 Penalty: 5612.148438
	Iteration 72Q: 3 clusters Score -1.547769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -15477714.000000 Penalty: 5612.148438
	Iteration 73Q: 3 clusters Score -1.547771e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -15477678.000000 Penalty: 5612.148438
	Iteration 74Q: 3 clusters Score -1.547768e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -15477732.000000 Penalty: 5612.148438
	Iteration 75Q: 3 clusters Score -1.547773e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -15477762.000000 Penalty: 5612.148438
	Iteration 76Q: 3 clusters Score -1.547776e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -15477836.000000 Penalty: 5612.148438
	Iteration 77Q: 3 clusters Score -1.547784e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -15477825.000000 Penalty: 5612.148438
	Iteration 78Q: 3 clusters Score -1.547782e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -15477824.000000 Penalty: 5612.148438
	Iteration 79Q: 3 clusters Score -1.547782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -15477816.000000 Penalty: 5612.148438
	Iteration 80F: 3 clusters Score -1.547782e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -15477814.000000 Penalty: 5612.148438
	Iteration 81Q: 3 clusters Score -1.547781e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -15477854.000000 Penalty: 5612.148438
	Iteration 82Q: 3 clusters Score -1.547785e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -15477893.000000 Penalty: 5612.148438
	Iteration 83Q: 3 clusters Score -1.547789e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -15477868.000000 Penalty: 5612.148438
	Iteration 84Q: 3 clusters Score -1.547787e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -15477834.000000 Penalty: 5612.148438
	Iteration 85Q: 3 clusters Score -1.547783e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -15477832.000000 Penalty: 5612.148438
	Iteration 86Q: 3 clusters Score -1.547783e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -15477830.000000 Penalty: 5612.148438
	Iteration 87Q: 3 clusters Score -1.547783e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -15477860.000000 Penalty: 5612.148438
	Iteration 88Q: 3 clusters Score -1.547786e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -15477884.000000 Penalty: 5612.148438
	Iteration 89Q: 3 clusters Score -1.547788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -15477910.000000 Penalty: 5612.148438
	Iteration 90Q: 3 clusters Score -1.547791e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -15477910.000000 Penalty: 5612.148438
	Iteration 91Q: 3 clusters Score -1.547791e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -15477918.000000 Penalty: 5612.148438
	Iteration 92Q: 3 clusters Score -1.547792e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -15477898.000000 Penalty: 5612.148438
	Iteration 93Q: 3 clusters Score -1.54779e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -15477886.000000 Penalty: 5612.148438
	Iteration 94Q: 3 clusters Score -1.547789e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -15477842.000000 Penalty: 5612.148438
	Iteration 95Q: 3 clusters Score -1.547784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -15477828.000000 Penalty: 5612.148438
	Iteration 96Q: 3 clusters Score -1.547783e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -15477801.000000 Penalty: 5612.148438
	Iteration 97Q: 3 clusters Score -1.54778e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -15477802.000000 Penalty: 5612.148438
	Iteration 98Q: 3 clusters Score -1.54778e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -15477783.000000 Penalty: 5612.148438
	Iteration 99Q: 3 clusters Score -1.547778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -15477783.000000 Penalty: 5612.148438
	Iteration 100F: 3 clusters Score -1.547778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -15477759.000000 Penalty: 5612.148438
	Iteration 101Q: 3 clusters Score -1.547776e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -15477774.000000 Penalty: 5612.148438
	Iteration 102Q: 3 clusters Score -1.547777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -15477800.000000 Penalty: 5612.148438
	Iteration 103Q: 3 clusters Score -1.54778e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -15477817.000000 Penalty: 5612.148438
	Iteration 104Q: 3 clusters Score -1.547782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -15477775.000000 Penalty: 5612.148438
	Iteration 105Q: 3 clusters Score -1.547778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -15477818.000000 Penalty: 5612.148438
	Iteration 106Q: 3 clusters Score -1.547782e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -15477799.000000 Penalty: 5612.148438
	Iteration 107Q: 3 clusters Score -1.54778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -15477783.000000 Penalty: 5612.148438
	Iteration 108Q: 3 clusters Score -1.547778e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -15477787.000000 Penalty: 5612.148438
	Iteration 109Q: 3 clusters Score -1.547779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -15477762.000000 Penalty: 5612.148438
	Iteration 110Q: 3 clusters Score -1.547776e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -15477761.000000 Penalty: 5612.148438
	Iteration 111Q: 3 clusters Score -1.547776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -15477763.000000 Penalty: 5612.148438
	Iteration 112Q: 3 clusters Score -1.547776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -15477739.000000 Penalty: 5612.148438
	Iteration 113Q: 3 clusters Score -1.547774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -15477750.000000 Penalty: 5612.148438
	Iteration 114Q: 3 clusters Score -1.547775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -15477765.000000 Penalty: 5612.148438
	Iteration 115Q: 3 clusters Score -1.547776e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -15477751.000000 Penalty: 5612.148438
	Iteration 116Q: 3 clusters Score -1.547775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -15477740.000000 Penalty: 5612.148438
	Iteration 117Q: 3 clusters Score -1.547774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -15477723.000000 Penalty: 5612.148438
	Iteration 118Q: 3 clusters Score -1.547772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -15477706.000000 Penalty: 5612.148438
	Iteration 119Q: 3 clusters Score -1.547771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -15477719.000000 Penalty: 5612.148438
	Iteration 120F: 3 clusters Score -1.547772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -15477720.000000 Penalty: 5612.148438
	Iteration 121Q: 3 clusters Score -1.547772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -15477723.000000 Penalty: 5612.148438
	Iteration 122Q: 3 clusters Score -1.547772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -15477734.000000 Penalty: 5612.148438
	Iteration 123Q: 3 clusters Score -1.547773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -15477743.000000 Penalty: 5612.148438
	Iteration 124Q: 3 clusters Score -1.547774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -15477749.000000 Penalty: 5612.148438
	Iteration 125Q: 3 clusters Score -1.547775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -15477739.000000 Penalty: 5612.148438
	Iteration 126Q: 3 clusters Score -1.547774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -15477741.000000 Penalty: 5612.148438
	Iteration 127Q: 3 clusters Score -1.547774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -15477741.000000 Penalty: 5612.148438
	Iteration 128F: 3 clusters Score -1.547774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Mstep: Class 28 contains 38499 members 
Mstep: Class 29 contains 46779 members 
Entering Unmasked Estep 
Score: -177069920.000000 Penalty: 98795.437500
Splitting cluster 14 changes total score from -176580640.000000 to -177069920.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (1740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Entering Unmasked Estep 
Score: -300555.562500 Penalty: 1850.486816
	Iteration 0F: 2 clusters Score -300555.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -298422.750000 Penalty: 3700.973633
	Iteration 0F: 3 clusters Score -298422.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -300180.562500 Penalty: 3700.973633
	Iteration 1F: 3 clusters Score -300180.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -301756.687500 Penalty: 3700.973633
	Iteration 2F: 3 clusters Score -301756.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -302647.437500 Penalty: 3700.973633
	Iteration 3F: 3 clusters Score -302647.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -303244.656250 Penalty: 3700.973633
	Iteration 4Q: 3 clusters Score -303244.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -303288.250000 Penalty: 3700.973633
	Iteration 5Q: 3 clusters Score -303288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -303288.250000 Penalty: 3700.973633
	Iteration 6F: 3 clusters Score -303288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 14046 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Mstep: Class 28 contains 38499 members 
Mstep: Class 29 contains 46779 members 
Mstep: Class 30 contains 241 members 
Entering Unmasked Estep 
Score: -177071152.000000 Penalty: 102202.179688
Splitting cluster 15 changes total score from -176580640.000000 to -177071152.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (14046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Entering Unmasked Estep 
Score: -2605823.750000 Penalty: 2368.423096
	Iteration 0F: 2 clusters Score -2605824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2595855.500000 Penalty: 4736.846191
	Iteration 0F: 3 clusters Score -2595856 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2603194.000000 Penalty: 4736.846191
	Iteration 1F: 3 clusters Score -2603194 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2609444.000000 Penalty: 4736.846191
	Iteration 2F: 3 clusters Score -2609444 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2613011.500000 Penalty: 4736.846191
	Iteration 3F: 3 clusters Score -2613012 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2613719.500000 Penalty: 4736.846191
	Iteration 4F: 3 clusters Score -2613720 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2613883.000000 Penalty: 4736.846191
	Iteration 5Q: 3 clusters Score -2613883 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2613944.750000 Penalty: 4736.846191
	Iteration 6Q: 3 clusters Score -2613945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2613956.000000 Penalty: 4736.846191
	Iteration 7Q: 3 clusters Score -2613956 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2613970.750000 Penalty: 4736.846191
	Iteration 8Q: 3 clusters Score -2613971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2613986.500000 Penalty: 4736.846191
	Iteration 9Q: 3 clusters Score -2613986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2613984.750000 Penalty: 4736.846191
	Iteration 10Q: 3 clusters Score -2613985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2613989.250000 Penalty: 4736.846191
	Iteration 11Q: 3 clusters Score -2613989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2613988.000000 Penalty: 4736.846191
	Iteration 12Q: 3 clusters Score -2613988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2613990.750000 Penalty: 4736.846191
	Iteration 13Q: 3 clusters Score -2613991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2613995.750000 Penalty: 4736.846191
	Iteration 14Q: 3 clusters Score -2613996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2614000.500000 Penalty: 4736.846191
	Iteration 15Q: 3 clusters Score -2614000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2614000.250000 Penalty: 4736.846191
	Iteration 16Q: 3 clusters Score -2614000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2613998.750000 Penalty: 4736.846191
	Iteration 17Q: 3 clusters Score -2613999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2614000.000000 Penalty: 4736.846191
	Iteration 18Q: 3 clusters Score -2614000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2613997.000000 Penalty: 4736.846191
	Iteration 19Q: 3 clusters Score -2613997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2613996.750000 Penalty: 4736.846191
	Iteration 20F: 3 clusters Score -2613997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2613998.500000 Penalty: 4736.846191
	Iteration 21Q: 3 clusters Score -2613998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2613998.500000 Penalty: 4736.846191
	Iteration 22F: 3 clusters Score -2613998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 85146 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Mstep: Class 28 contains 38499 members 
Mstep: Class 29 contains 46779 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 2439 members 
Entering Unmasked Estep 
Score: -177079392.000000 Penalty: 105608.914062
Splitting cluster 16 changes total score from -176580640.000000 to -177079392.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (85146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Entering Unmasked Estep 
Score: -15801165.000000 Penalty: 2815.326416
	Iteration 0F: 2 clusters Score -1.580116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -15804978.000000 Penalty: 5630.652832
	Iteration 0F: 3 clusters Score -1.580498e+07 nChanged 40276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -15827897.000000 Penalty: 5630.652832
	Iteration 1F: 3 clusters Score -1.58279e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -15828741.000000 Penalty: 5630.652832
	Iteration 2Q: 3 clusters Score -1.582874e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -15829802.000000 Penalty: 5630.652832
	Iteration 3Q: 3 clusters Score -1.58298e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -15831295.000000 Penalty: 5630.652832
	Iteration 4Q: 3 clusters Score -1.58313e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -15833670.000000 Penalty: 5630.652832
	Iteration 5F: 3 clusters Score -1.583367e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -15837017.000000 Penalty: 5630.652832
	Iteration 6F: 3 clusters Score -1.583702e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -15840740.000000 Penalty: 5630.652832
	Iteration 7F: 3 clusters Score -1.584074e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -15844261.000000 Penalty: 5630.652832
	Iteration 8F: 3 clusters Score -1.584426e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -15845909.000000 Penalty: 5630.652832
	Iteration 9F: 3 clusters Score -1.584591e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -15846372.000000 Penalty: 5630.652832
	Iteration 10Q: 3 clusters Score -1.584637e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -15846325.000000 Penalty: 5630.652832
	Iteration 11Q: 3 clusters Score -1.584632e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -15846399.000000 Penalty: 5630.652832
	Iteration 12Q: 3 clusters Score -1.58464e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -15846367.000000 Penalty: 5630.652832
	Iteration 13Q: 3 clusters Score -1.584637e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -15846419.000000 Penalty: 5630.652832
	Iteration 14Q: 3 clusters Score -1.584642e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -15846416.000000 Penalty: 5630.652832
	Iteration 15Q: 3 clusters Score -1.584642e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -15846435.000000 Penalty: 5630.652832
	Iteration 16Q: 3 clusters Score -1.584644e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -15846453.000000 Penalty: 5630.652832
	Iteration 17Q: 3 clusters Score -1.584645e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -15846473.000000 Penalty: 5630.652832
	Iteration 18Q: 3 clusters Score -1.584647e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -15846509.000000 Penalty: 5630.652832
	Iteration 19Q: 3 clusters Score -1.584651e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -15846588.000000 Penalty: 5630.652832
	Iteration 20F: 3 clusters Score -1.584659e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -15846627.000000 Penalty: 5630.652832
	Iteration 21Q: 3 clusters Score -1.584663e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -15846639.000000 Penalty: 5630.652832
	Iteration 22Q: 3 clusters Score -1.584664e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -15846669.000000 Penalty: 5630.652832
	Iteration 23Q: 3 clusters Score -1.584667e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -15846637.000000 Penalty: 5630.652832
	Iteration 24Q: 3 clusters Score -1.584664e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -15846654.000000 Penalty: 5630.652832
	Iteration 25Q: 3 clusters Score -1.584665e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -15846619.000000 Penalty: 5630.652832
	Iteration 26Q: 3 clusters Score -1.584662e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -15846637.000000 Penalty: 5630.652832
	Iteration 27Q: 3 clusters Score -1.584664e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -15846666.000000 Penalty: 5630.652832
	Iteration 28Q: 3 clusters Score -1.584667e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -15846684.000000 Penalty: 5630.652832
	Iteration 29Q: 3 clusters Score -1.584668e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -15846723.000000 Penalty: 5630.652832
	Iteration 30Q: 3 clusters Score -1.584672e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -15846726.000000 Penalty: 5630.652832
	Iteration 31Q: 3 clusters Score -1.584673e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -15846742.000000 Penalty: 5630.652832
	Iteration 32Q: 3 clusters Score -1.584674e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -15846760.000000 Penalty: 5630.652832
	Iteration 33Q: 3 clusters Score -1.584676e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -15846784.000000 Penalty: 5630.652832
	Iteration 34Q: 3 clusters Score -1.584678e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -15846835.000000 Penalty: 5630.652832
	Iteration 35Q: 3 clusters Score -1.584684e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -15846821.000000 Penalty: 5630.652832
	Iteration 36Q: 3 clusters Score -1.584682e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -15846869.000000 Penalty: 5630.652832
	Iteration 37Q: 3 clusters Score -1.584687e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -15846866.000000 Penalty: 5630.652832
	Iteration 38Q: 3 clusters Score -1.584687e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -15846873.000000 Penalty: 5630.652832
	Iteration 39Q: 3 clusters Score -1.584687e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -15846888.000000 Penalty: 5630.652832
	Iteration 40F: 3 clusters Score -1.584689e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -15846881.000000 Penalty: 5630.652832
	Iteration 41Q: 3 clusters Score -1.584688e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -15846902.000000 Penalty: 5630.652832
	Iteration 42Q: 3 clusters Score -1.58469e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -15846902.000000 Penalty: 5630.652832
	Iteration 43Q: 3 clusters Score -1.58469e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -15846928.000000 Penalty: 5630.652832
	Iteration 44Q: 3 clusters Score -1.584693e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -15846921.000000 Penalty: 5630.652832
	Iteration 45Q: 3 clusters Score -1.584692e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -15846916.000000 Penalty: 5630.652832
	Iteration 46Q: 3 clusters Score -1.584692e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -15846862.000000 Penalty: 5630.652832
	Iteration 47Q: 3 clusters Score -1.584686e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -15846862.000000 Penalty: 5630.652832
	Iteration 48Q: 3 clusters Score -1.584686e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -15846884.000000 Penalty: 5630.652832
	Iteration 49Q: 3 clusters Score -1.584688e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -15846844.000000 Penalty: 5630.652832
	Iteration 50Q: 3 clusters Score -1.584684e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -15846854.000000 Penalty: 5630.652832
	Iteration 51Q: 3 clusters Score -1.584685e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -15846804.000000 Penalty: 5630.652832
	Iteration 52Q: 3 clusters Score -1.58468e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -15846769.000000 Penalty: 5630.652832
	Iteration 53Q: 3 clusters Score -1.584677e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -15846725.000000 Penalty: 5630.652832
	Iteration 54Q: 3 clusters Score -1.584672e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -15846641.000000 Penalty: 5630.652832
	Iteration 55Q: 3 clusters Score -1.584664e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -15846551.000000 Penalty: 5630.652832
	Iteration 56Q: 3 clusters Score -1.584655e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -15846510.000000 Penalty: 5630.652832
	Iteration 57Q: 3 clusters Score -1.584651e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -15846429.000000 Penalty: 5630.652832
	Iteration 58Q: 3 clusters Score -1.584643e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -15846286.000000 Penalty: 5630.652832
	Iteration 59Q: 3 clusters Score -1.584629e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -15846152.000000 Penalty: 5630.652832
	Iteration 60F: 3 clusters Score -1.584615e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -15846068.000000 Penalty: 5630.652832
	Iteration 61Q: 3 clusters Score -1.584607e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -15845886.000000 Penalty: 5630.652832
	Iteration 62Q: 3 clusters Score -1.584589e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -15845830.000000 Penalty: 5630.652832
	Iteration 63Q: 3 clusters Score -1.584583e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -15845652.000000 Penalty: 5630.652832
	Iteration 64Q: 3 clusters Score -1.584565e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -15845540.000000 Penalty: 5630.652832
	Iteration 65Q: 3 clusters Score -1.584554e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -15845452.000000 Penalty: 5630.652832
	Iteration 66Q: 3 clusters Score -1.584545e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -15845389.000000 Penalty: 5630.652832
	Iteration 67Q: 3 clusters Score -1.584539e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -15845270.000000 Penalty: 5630.652832
	Iteration 68Q: 3 clusters Score -1.584527e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -15845140.000000 Penalty: 5630.652832
	Iteration 69Q: 3 clusters Score -1.584514e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -15845028.000000 Penalty: 5630.652832
	Iteration 70Q: 3 clusters Score -1.584503e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -15844896.000000 Penalty: 5630.652832
	Iteration 71Q: 3 clusters Score -1.58449e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -15844763.000000 Penalty: 5630.652832
	Iteration 72Q: 3 clusters Score -1.584476e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -15844677.000000 Penalty: 5630.652832
	Iteration 73Q: 3 clusters Score -1.584468e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -15844542.000000 Penalty: 5630.652832
	Iteration 74Q: 3 clusters Score -1.584454e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -15844442.000000 Penalty: 5630.652832
	Iteration 75Q: 3 clusters Score -1.584444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -15844326.000000 Penalty: 5630.652832
	Iteration 76Q: 3 clusters Score -1.584433e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -15844163.000000 Penalty: 5630.652832
	Iteration 77Q: 3 clusters Score -1.584416e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -15844072.000000 Penalty: 5630.652832
	Iteration 78Q: 3 clusters Score -1.584407e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -15843962.000000 Penalty: 5630.652832
	Iteration 79Q: 3 clusters Score -1.584396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -15843853.000000 Penalty: 5630.652832
	Iteration 80F: 3 clusters Score -1.584385e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -15843806.000000 Penalty: 5630.652832
	Iteration 81Q: 3 clusters Score -1.584381e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -15843798.000000 Penalty: 5630.652832
	Iteration 82Q: 3 clusters Score -1.58438e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -15843794.000000 Penalty: 5630.652832
	Iteration 83Q: 3 clusters Score -1.584379e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -15843699.000000 Penalty: 5630.652832
	Iteration 84Q: 3 clusters Score -1.58437e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -15843617.000000 Penalty: 5630.652832
	Iteration 85Q: 3 clusters Score -1.584362e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -15843595.000000 Penalty: 5630.652832
	Iteration 86Q: 3 clusters Score -1.58436e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -15843533.000000 Penalty: 5630.652832
	Iteration 87Q: 3 clusters Score -1.584353e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -15843460.000000 Penalty: 5630.652832
	Iteration 88Q: 3 clusters Score -1.584346e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -15843439.000000 Penalty: 5630.652832
	Iteration 89Q: 3 clusters Score -1.584344e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -15843438.000000 Penalty: 5630.652832
	Iteration 90Q: 3 clusters Score -1.584344e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -15843441.000000 Penalty: 5630.652832
	Iteration 91Q: 3 clusters Score -1.584344e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -15843382.000000 Penalty: 5630.652832
	Iteration 92Q: 3 clusters Score -1.584338e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -15843377.000000 Penalty: 5630.652832
	Iteration 93Q: 3 clusters Score -1.584338e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -15843402.000000 Penalty: 5630.652832
	Iteration 94Q: 3 clusters Score -1.58434e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -15843382.000000 Penalty: 5630.652832
	Iteration 95Q: 3 clusters Score -1.584338e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -15843378.000000 Penalty: 5630.652832
	Iteration 96Q: 3 clusters Score -1.584338e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -15843355.000000 Penalty: 5630.652832
	Iteration 97Q: 3 clusters Score -1.584336e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -15843296.000000 Penalty: 5630.652832
	Iteration 98Q: 3 clusters Score -1.58433e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -15843303.000000 Penalty: 5630.652832
	Iteration 99Q: 3 clusters Score -1.58433e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -15843300.000000 Penalty: 5630.652832
	Iteration 100F: 3 clusters Score -1.58433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -15843255.000000 Penalty: 5630.652832
	Iteration 101Q: 3 clusters Score -1.584326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -15843255.000000 Penalty: 5630.652832
	Iteration 102Q: 3 clusters Score -1.584326e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -15843248.000000 Penalty: 5630.652832
	Iteration 103Q: 3 clusters Score -1.584325e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -15843228.000000 Penalty: 5630.652832
	Iteration 104Q: 3 clusters Score -1.584323e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -15843203.000000 Penalty: 5630.652832
	Iteration 105Q: 3 clusters Score -1.58432e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -15843213.000000 Penalty: 5630.652832
	Iteration 106Q: 3 clusters Score -1.584321e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -15843244.000000 Penalty: 5630.652832
	Iteration 107Q: 3 clusters Score -1.584324e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -15843234.000000 Penalty: 5630.652832
	Iteration 108Q: 3 clusters Score -1.584323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -15843179.000000 Penalty: 5630.652832
	Iteration 109Q: 3 clusters Score -1.584318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -15843178.000000 Penalty: 5630.652832
	Iteration 110Q: 3 clusters Score -1.584318e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -15843202.000000 Penalty: 5630.652832
	Iteration 111Q: 3 clusters Score -1.58432e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -15843127.000000 Penalty: 5630.652832
	Iteration 112Q: 3 clusters Score -1.584313e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 49427 members 
Entering Unmasked Estep 
Score: -15843127.000000 Penalty: 5630.652832
	Iteration 113Q: 3 clusters Score -1.584313e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -15843082.000000 Penalty: 5630.652832
	Iteration 114Q: 3 clusters Score -1.584308e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -15843103.000000 Penalty: 5630.652832
	Iteration 115Q: 3 clusters Score -1.58431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -15843094.000000 Penalty: 5630.652832
	Iteration 116Q: 3 clusters Score -1.584309e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -15843126.000000 Penalty: 5630.652832
	Iteration 117Q: 3 clusters Score -1.584313e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -15843148.000000 Penalty: 5630.652832
	Iteration 118Q: 3 clusters Score -1.584315e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -15843140.000000 Penalty: 5630.652832
	Iteration 119Q: 3 clusters Score -1.584314e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -15843109.000000 Penalty: 5630.652832
	Iteration 120F: 3 clusters Score -1.584311e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -15843111.000000 Penalty: 5630.652832
	Iteration 121Q: 3 clusters Score -1.584311e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -15843105.000000 Penalty: 5630.652832
	Iteration 122Q: 3 clusters Score -1.58431e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -15843061.000000 Penalty: 5630.652832
	Iteration 123Q: 3 clusters Score -1.584306e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -15843052.000000 Penalty: 5630.652832
	Iteration 124Q: 3 clusters Score -1.584305e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -15843067.000000 Penalty: 5630.652832
	Iteration 125Q: 3 clusters Score -1.584307e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -15843059.000000 Penalty: 5630.652832
	Iteration 126Q: 3 clusters Score -1.584306e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -15843050.000000 Penalty: 5630.652832
	Iteration 127Q: 3 clusters Score -1.584305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -15843062.000000 Penalty: 5630.652832
	Iteration 128Q: 3 clusters Score -1.584306e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -15843089.000000 Penalty: 5630.652832
	Iteration 129Q: 3 clusters Score -1.584309e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -15843055.000000 Penalty: 5630.652832
	Iteration 130Q: 3 clusters Score -1.584306e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -15843093.000000 Penalty: 5630.652832
	Iteration 131Q: 3 clusters Score -1.584309e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -15843094.000000 Penalty: 5630.652832
	Iteration 132Q: 3 clusters Score -1.584309e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -15843072.000000 Penalty: 5630.652832
	Iteration 133Q: 3 clusters Score -1.584307e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -15843070.000000 Penalty: 5630.652832
	Iteration 134Q: 3 clusters Score -1.584307e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -15843048.000000 Penalty: 5630.652832
	Iteration 135Q: 3 clusters Score -1.584305e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -15843025.000000 Penalty: 5630.652832
	Iteration 136Q: 3 clusters Score -1.584302e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -15843005.000000 Penalty: 5630.652832
	Iteration 137Q: 3 clusters Score -1.5843e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -15842978.000000 Penalty: 5630.652832
	Iteration 138Q: 3 clusters Score -1.584298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -15842957.000000 Penalty: 5630.652832
	Iteration 139Q: 3 clusters Score -1.584296e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -15842968.000000 Penalty: 5630.652832
	Iteration 140F: 3 clusters Score -1.584297e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -15842957.000000 Penalty: 5630.652832
	Iteration 141Q: 3 clusters Score -1.584296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -15842905.000000 Penalty: 5630.652832
	Iteration 142Q: 3 clusters Score -1.58429e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -15842922.000000 Penalty: 5630.652832
	Iteration 143Q: 3 clusters Score -1.584292e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -15842882.000000 Penalty: 5630.652832
	Iteration 144Q: 3 clusters Score -1.584288e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -15842857.000000 Penalty: 5630.652832
	Iteration 145Q: 3 clusters Score -1.584286e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -15842851.000000 Penalty: 5630.652832
	Iteration 146Q: 3 clusters Score -1.584285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -15842831.000000 Penalty: 5630.652832
	Iteration 147Q: 3 clusters Score -1.584283e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -15842823.000000 Penalty: 5630.652832
	Iteration 148Q: 3 clusters Score -1.584282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -15842822.000000 Penalty: 5630.652832
	Iteration 149Q: 3 clusters Score -1.584282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -15842811.000000 Penalty: 5630.652832
	Iteration 150Q: 3 clusters Score -1.584281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -15842774.000000 Penalty: 5630.652832
	Iteration 151Q: 3 clusters Score -1.584277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -15842724.000000 Penalty: 5630.652832
	Iteration 152Q: 3 clusters Score -1.584272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -15842684.000000 Penalty: 5630.652832
	Iteration 153Q: 3 clusters Score -1.584268e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -15842666.000000 Penalty: 5630.652832
	Iteration 154Q: 3 clusters Score -1.584267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -15842660.000000 Penalty: 5630.652832
	Iteration 155Q: 3 clusters Score -1.584266e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -15842645.000000 Penalty: 5630.652832
	Iteration 156Q: 3 clusters Score -1.584264e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -15842638.000000 Penalty: 5630.652832
	Iteration 157Q: 3 clusters Score -1.584264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -15842628.000000 Penalty: 5630.652832
	Iteration 158Q: 3 clusters Score -1.584263e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -15842553.000000 Penalty: 5630.652832
	Iteration 159Q: 3 clusters Score -1.584255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -15842554.000000 Penalty: 5630.652832
	Iteration 160F: 3 clusters Score -1.584255e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -15842533.000000 Penalty: 5630.652832
	Iteration 161Q: 3 clusters Score -1.584253e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -15842522.000000 Penalty: 5630.652832
	Iteration 162Q: 3 clusters Score -1.584252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -15842500.000000 Penalty: 5630.652832
	Iteration 163Q: 3 clusters Score -1.58425e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -15842498.000000 Penalty: 5630.652832
	Iteration 164Q: 3 clusters Score -1.58425e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -15842454.000000 Penalty: 5630.652832
	Iteration 165Q: 3 clusters Score -1.584245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -15842419.000000 Penalty: 5630.652832
	Iteration 166Q: 3 clusters Score -1.584242e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -15842415.000000 Penalty: 5630.652832
	Iteration 167Q: 3 clusters Score -1.584242e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -15842417.000000 Penalty: 5630.652832
	Iteration 168Q: 3 clusters Score -1.584242e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -15842449.000000 Penalty: 5630.652832
	Iteration 169Q: 3 clusters Score -1.584245e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -15842434.000000 Penalty: 5630.652832
	Iteration 170Q: 3 clusters Score -1.584243e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -15842427.000000 Penalty: 5630.652832
	Iteration 171Q: 3 clusters Score -1.584243e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -15842458.000000 Penalty: 5630.652832
	Iteration 172Q: 3 clusters Score -1.584246e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -15842434.000000 Penalty: 5630.652832
	Iteration 173Q: 3 clusters Score -1.584243e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -15842439.000000 Penalty: 5630.652832
	Iteration 174Q: 3 clusters Score -1.584244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -15842422.000000 Penalty: 5630.652832
	Iteration 175Q: 3 clusters Score -1.584242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -15842416.000000 Penalty: 5630.652832
	Iteration 176Q: 3 clusters Score -1.584242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -15842408.000000 Penalty: 5630.652832
	Iteration 177Q: 3 clusters Score -1.584241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -15842414.000000 Penalty: 5630.652832
	Iteration 178Q: 3 clusters Score -1.584241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -15842422.000000 Penalty: 5630.652832
	Iteration 179Q: 3 clusters Score -1.584242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -15842409.000000 Penalty: 5630.652832
	Iteration 180F: 3 clusters Score -1.584241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -15842401.000000 Penalty: 5630.652832
	Iteration 181Q: 3 clusters Score -1.58424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -15842410.000000 Penalty: 5630.652832
	Iteration 182Q: 3 clusters Score -1.584241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -15842390.000000 Penalty: 5630.652832
	Iteration 183Q: 3 clusters Score -1.584239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -15842416.000000 Penalty: 5630.652832
	Iteration 184Q: 3 clusters Score -1.584242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -15842399.000000 Penalty: 5630.652832
	Iteration 185Q: 3 clusters Score -1.58424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -15842403.000000 Penalty: 5630.652832
	Iteration 186Q: 3 clusters Score -1.58424e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -15842393.000000 Penalty: 5630.652832
	Iteration 187Q: 3 clusters Score -1.584239e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -15842385.000000 Penalty: 5630.652832
	Iteration 188Q: 3 clusters Score -1.584238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -15842405.000000 Penalty: 5630.652832
	Iteration 189Q: 3 clusters Score -1.58424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -15842400.000000 Penalty: 5630.652832
	Iteration 190Q: 3 clusters Score -1.58424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -15842402.000000 Penalty: 5630.652832
	Iteration 191Q: 3 clusters Score -1.58424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -15842405.000000 Penalty: 5630.652832
	Iteration 192Q: 3 clusters Score -1.58424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -15842408.000000 Penalty: 5630.652832
	Iteration 193Q: 3 clusters Score -1.584241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -15842418.000000 Penalty: 5630.652832
	Iteration 194Q: 3 clusters Score -1.584242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -15842380.000000 Penalty: 5630.652832
	Iteration 195Q: 3 clusters Score -1.584238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -15842373.000000 Penalty: 5630.652832
	Iteration 196Q: 3 clusters Score -1.584237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -15842374.000000 Penalty: 5630.652832
	Iteration 197Q: 3 clusters Score -1.584237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -15842376.000000 Penalty: 5630.652832
	Iteration 198Q: 3 clusters Score -1.584238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -15842376.000000 Penalty: 5630.652832
	Iteration 199Q: 3 clusters Score -1.584238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -15842381.000000 Penalty: 5630.652832
	Iteration 200F: 3 clusters Score -1.584238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -15842370.000000 Penalty: 5630.652832
	Iteration 201Q: 3 clusters Score -1.584237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -15842388.000000 Penalty: 5630.652832
	Iteration 202Q: 3 clusters Score -1.584239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -15842419.000000 Penalty: 5630.652832
	Iteration 203Q: 3 clusters Score -1.584242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -15842425.000000 Penalty: 5630.652832
	Iteration 204Q: 3 clusters Score -1.584242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -15842420.000000 Penalty: 5630.652832
	Iteration 205Q: 3 clusters Score -1.584242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -15842402.000000 Penalty: 5630.652832
	Iteration 206Q: 3 clusters Score -1.58424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -15842390.000000 Penalty: 5630.652832
	Iteration 207Q: 3 clusters Score -1.584239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -15842413.000000 Penalty: 5630.652832
	Iteration 208Q: 3 clusters Score -1.584241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -15842426.000000 Penalty: 5630.652832
	Iteration 209Q: 3 clusters Score -1.584243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -15842412.000000 Penalty: 5630.652832
	Iteration 210Q: 3 clusters Score -1.584241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -15842386.000000 Penalty: 5630.652832
	Iteration 211Q: 3 clusters Score -1.584239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -15842381.000000 Penalty: 5630.652832
	Iteration 212Q: 3 clusters Score -1.584238e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -15842345.000000 Penalty: 5630.652832
	Iteration 213Q: 3 clusters Score -1.584234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -15842344.000000 Penalty: 5630.652832
	Iteration 214Q: 3 clusters Score -1.584234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -15842331.000000 Penalty: 5630.652832
	Iteration 215Q: 3 clusters Score -1.584233e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -15842351.000000 Penalty: 5630.652832
	Iteration 216Q: 3 clusters Score -1.584235e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -15842312.000000 Penalty: 5630.652832
	Iteration 217Q: 3 clusters Score -1.584231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -15842295.000000 Penalty: 5630.652832
	Iteration 218Q: 3 clusters Score -1.58423e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -15842283.000000 Penalty: 5630.652832
	Iteration 219Q: 3 clusters Score -1.584228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -15842265.000000 Penalty: 5630.652832
	Iteration 220F: 3 clusters Score -1.584226e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -15842218.000000 Penalty: 5630.652832
	Iteration 221Q: 3 clusters Score -1.584222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -15842192.000000 Penalty: 5630.652832
	Iteration 222Q: 3 clusters Score -1.584219e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -15842177.000000 Penalty: 5630.652832
	Iteration 223Q: 3 clusters Score -1.584218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -15842118.000000 Penalty: 5630.652832
	Iteration 224Q: 3 clusters Score -1.584212e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -15842149.000000 Penalty: 5630.652832
	Iteration 225Q: 3 clusters Score -1.584215e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -15842117.000000 Penalty: 5630.652832
	Iteration 226Q: 3 clusters Score -1.584212e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -15842101.000000 Penalty: 5630.652832
	Iteration 227Q: 3 clusters Score -1.58421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -15842086.000000 Penalty: 5630.652832
	Iteration 228Q: 3 clusters Score -1.584209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -15842101.000000 Penalty: 5630.652832
	Iteration 229Q: 3 clusters Score -1.58421e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -15842093.000000 Penalty: 5630.652832
	Iteration 230Q: 3 clusters Score -1.584209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -15842090.000000 Penalty: 5630.652832
	Iteration 231Q: 3 clusters Score -1.584209e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -15842077.000000 Penalty: 5630.652832
	Iteration 232Q: 3 clusters Score -1.584208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -15842071.000000 Penalty: 5630.652832
	Iteration 233Q: 3 clusters Score -1.584207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -15842083.000000 Penalty: 5630.652832
	Iteration 234Q: 3 clusters Score -1.584208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -15842080.000000 Penalty: 5630.652832
	Iteration 235Q: 3 clusters Score -1.584208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -15842052.000000 Penalty: 5630.652832
	Iteration 236Q: 3 clusters Score -1.584205e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -15842031.000000 Penalty: 5630.652832
	Iteration 237Q: 3 clusters Score -1.584203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -15842024.000000 Penalty: 5630.652832
	Iteration 238Q: 3 clusters Score -1.584202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -15842024.000000 Penalty: 5630.652832
	Iteration 239Q: 3 clusters Score -1.584202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -15842015.000000 Penalty: 5630.652832
	Iteration 240F: 3 clusters Score -1.584202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -15842006.000000 Penalty: 5630.652832
	Iteration 241Q: 3 clusters Score -1.584201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -15842041.000000 Penalty: 5630.652832
	Iteration 242Q: 3 clusters Score -1.584204e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -15842024.000000 Penalty: 5630.652832
	Iteration 243Q: 3 clusters Score -1.584202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -15842031.000000 Penalty: 5630.652832
	Iteration 244Q: 3 clusters Score -1.584203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -15842040.000000 Penalty: 5630.652832
	Iteration 245Q: 3 clusters Score -1.584204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -15842045.000000 Penalty: 5630.652832
	Iteration 246Q: 3 clusters Score -1.584204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15842029.000000 Penalty: 5630.652832
	Iteration 247Q: 3 clusters Score -1.584203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -15842014.000000 Penalty: 5630.652832
	Iteration 248Q: 3 clusters Score -1.584201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -15842031.000000 Penalty: 5630.652832
	Iteration 249Q: 3 clusters Score -1.584203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -15842023.000000 Penalty: 5630.652832
	Iteration 250Q: 3 clusters Score -1.584202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -15842014.000000 Penalty: 5630.652832
	Iteration 251Q: 3 clusters Score -1.584201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -15841999.000000 Penalty: 5630.652832
	Iteration 252Q: 3 clusters Score -1.5842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15842013.000000 Penalty: 5630.652832
	Iteration 253Q: 3 clusters Score -1.584201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15842002.000000 Penalty: 5630.652832
	Iteration 254Q: 3 clusters Score -1.5842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -15842020.000000 Penalty: 5630.652832
	Iteration 255Q: 3 clusters Score -1.584202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -15842019.000000 Penalty: 5630.652832
	Iteration 256Q: 3 clusters Score -1.584202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -15842005.000000 Penalty: 5630.652832
	Iteration 257Q: 3 clusters Score -1.5842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -15842008.000000 Penalty: 5630.652832
	Iteration 258Q: 3 clusters Score -1.584201e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -15842024.000000 Penalty: 5630.652832
	Iteration 259Q: 3 clusters Score -1.584202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15842022.000000 Penalty: 5630.652832
	Iteration 260F: 3 clusters Score -1.584202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -15842052.000000 Penalty: 5630.652832
	Iteration 261Q: 3 clusters Score -1.584205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -15842059.000000 Penalty: 5630.652832
	Iteration 262Q: 3 clusters Score -1.584206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -15842048.000000 Penalty: 5630.652832
	Iteration 263Q: 3 clusters Score -1.584205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -15842041.000000 Penalty: 5630.652832
	Iteration 264Q: 3 clusters Score -1.584204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -15842040.000000 Penalty: 5630.652832
	Iteration 265Q: 3 clusters Score -1.584204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15842043.000000 Penalty: 5630.652832
	Iteration 266Q: 3 clusters Score -1.584204e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -15842039.000000 Penalty: 5630.652832
	Iteration 267Q: 3 clusters Score -1.584204e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -15842038.000000 Penalty: 5630.652832
	Iteration 268Q: 3 clusters Score -1.584204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15842054.000000 Penalty: 5630.652832
	Iteration 269Q: 3 clusters Score -1.584205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15842063.000000 Penalty: 5630.652832
	Iteration 270Q: 3 clusters Score -1.584206e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -15842065.000000 Penalty: 5630.652832
	Iteration 271Q: 3 clusters Score -1.584206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -15842076.000000 Penalty: 5630.652832
	Iteration 272Q: 3 clusters Score -1.584208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -15842071.000000 Penalty: 5630.652832
	Iteration 273Q: 3 clusters Score -1.584207e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -15842112.000000 Penalty: 5630.652832
	Iteration 274Q: 3 clusters Score -1.584211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -15842125.000000 Penalty: 5630.652832
	Iteration 275Q: 3 clusters Score -1.584212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -15842102.000000 Penalty: 5630.652832
	Iteration 276Q: 3 clusters Score -1.58421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -15842114.000000 Penalty: 5630.652832
	Iteration 277Q: 3 clusters Score -1.584211e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -15842118.000000 Penalty: 5630.652832
	Iteration 278Q: 3 clusters Score -1.584212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -15842131.000000 Penalty: 5630.652832
	Iteration 279Q: 3 clusters Score -1.584213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -15842175.000000 Penalty: 5630.652832
	Iteration 280F: 3 clusters Score -1.584218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -15842193.000000 Penalty: 5630.652832
	Iteration 281Q: 3 clusters Score -1.584219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -15842192.000000 Penalty: 5630.652832
	Iteration 282Q: 3 clusters Score -1.584219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -15842182.000000 Penalty: 5630.652832
	Iteration 283Q: 3 clusters Score -1.584218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -15842187.000000 Penalty: 5630.652832
	Iteration 284Q: 3 clusters Score -1.584219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -15842195.000000 Penalty: 5630.652832
	Iteration 285Q: 3 clusters Score -1.58422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -15842199.000000 Penalty: 5630.652832
	Iteration 286Q: 3 clusters Score -1.58422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -15842206.000000 Penalty: 5630.652832
	Iteration 287Q: 3 clusters Score -1.584221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -15842196.000000 Penalty: 5630.652832
	Iteration 288Q: 3 clusters Score -1.58422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -15842211.000000 Penalty: 5630.652832
	Iteration 289Q: 3 clusters Score -1.584221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -15842212.000000 Penalty: 5630.652832
	Iteration 290Q: 3 clusters Score -1.584221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -15842215.000000 Penalty: 5630.652832
	Iteration 291Q: 3 clusters Score -1.584222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -15842201.000000 Penalty: 5630.652832
	Iteration 292Q: 3 clusters Score -1.58422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -15842204.000000 Penalty: 5630.652832
	Iteration 293Q: 3 clusters Score -1.58422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -15842197.000000 Penalty: 5630.652832
	Iteration 294Q: 3 clusters Score -1.58422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -15842211.000000 Penalty: 5630.652832
	Iteration 295Q: 3 clusters Score -1.584221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -15842204.000000 Penalty: 5630.652832
	Iteration 296Q: 3 clusters Score -1.58422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -15842205.000000 Penalty: 5630.652832
	Iteration 297Q: 3 clusters Score -1.58422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -15842191.000000 Penalty: 5630.652832
	Iteration 298Q: 3 clusters Score -1.584219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -15842204.000000 Penalty: 5630.652832
	Iteration 299Q: 3 clusters Score -1.58422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -15842204.000000 Penalty: 5630.652832
	Iteration 300F: 3 clusters Score -1.58422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 10 contains 46065 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 17 contains 1019 members 
Mstep: Class 18 contains 34881 members 
Mstep: Class 19 contains 39088 members 
Mstep: Class 20 contains 41227 members 
Mstep: Class 21 contains 47859 members 
Mstep: Class 22 contains 890 members 
Mstep: Class 23 contains 45095 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 43124 members 
Mstep: Class 26 contains 142 members 
Mstep: Class 27 contains 50878 members 
Mstep: Class 28 contains 38499 members 
Mstep: Class 29 contains 46779 members 
Mstep: Class 30 contains 241 members 
Mstep: Class 31 contains 2439 members 
Mstep: Class 32 contains 50265 members 
Entering Unmasked Estep 
Score: -177131024.000000 Penalty: 109015.656250
Splitting cluster 18 changes total score from -176580640.000000 to -177131024.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 37635 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 33463 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 43939 members 
Mstep: Class 8 contains 39290 members 
Mstep: Class 9 contains 40573 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 29336 members 
Mstep: Class 13 contains 39684 members 
Mstep: Class 14 contains 35249 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 18 contains 34881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177212976.000000 Penalty: 109015.656250
Iteration 39Q: 33 clusters Score -1.77213e+08 nChanged 101898
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 38336 members 
Mstep: Class 4 contains 50506 members 
Mstep: Class 5 contains 35469 members 
Mstep: Class 6 contains 3538 members 
Mstep: Class 7 contains 43681 members 
Mstep: Class 8 contains 40252 members 
Mstep: Class 9 contains 41962 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 1658 members 
Mstep: Class 12 contains 30497 members 
Mstep: Class 13 contains 38819 members 
Mstep: Class 14 contains 38407 members 
Mstep: Class 15 contains 1499 members 
Mstep: Class 16 contains 12194 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 40470 members 
Mstep: Class 20 contains 39118 members 
Mstep: Class 21 contains 44529 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 43721 members 
Mstep: Class 24 contains 33569 members 
Mstep: Class 25 contains 42894 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 47398 members 
Mstep: Class 28 contains 40572 members 
Mstep: Class 29 contains 45668 members 
Mstep: Class 30 contains 238 members 
Mstep: Class 31 contains 2399 members 
Mstep: Class 32 contains 47302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177252752.000000 Penalty: 109015.656250
Iteration 40F: 33 clusters Score -1.772528e+08 nChanged 75589
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 36153 members 
Mstep: Class 4 contains 51017 members 
Mstep: Class 5 contains 33448 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 42900 members 
Mstep: Class 8 contains 35086 members 
Mstep: Class 9 contains 40343 members 
Mstep: Class 10 contains 46680 members 
Mstep: Class 11 contains 1661 members 
Mstep: Class 12 contains 28390 members 
Mstep: Class 13 contains 36089 members 
Mstep: Class 14 contains 36971 members 
Mstep: Class 15 contains 1497 members 
Mstep: Class 16 contains 12446 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 34923 members 
Mstep: Class 19 contains 46217 members 
Mstep: Class 20 contains 39227 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 717 members 
Mstep: Class 23 contains 45798 members 
Mstep: Class 24 contains 35289 members 
Mstep: Class 25 contains 46897 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 49732 members 
Mstep: Class 28 contains 41010 members 
Mstep: Class 29 contains 46565 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2358 members 
Mstep: Class 32 contains 49633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177264128.000000 Penalty: 109015.656250
Iteration 41F: 33 clusters Score -1.772641e+08 nChanged 42936
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 35621 members 
Mstep: Class 4 contains 51097 members 
Mstep: Class 5 contains 32948 members 
Mstep: Class 6 contains 4324 members 
Mstep: Class 7 contains 42949 members 
Mstep: Class 8 contains 34752 members 
Mstep: Class 9 contains 39915 members 
Mstep: Class 10 contains 46184 members 
Mstep: Class 11 contains 1666 members 
Mstep: Class 12 contains 28246 members 
Mstep: Class 13 contains 35727 members 
Mstep: Class 14 contains 37070 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 12548 members 
Mstep: Class 17 contains 1109 members 
Mstep: Class 18 contains 34747 members 
Mstep: Class 19 contains 45891 members 
Mstep: Class 20 contains 39543 members 
Mstep: Class 21 contains 43551 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 47301 members 
Mstep: Class 24 contains 35871 members 
Mstep: Class 25 contains 50182 members 
Mstep: Class 26 contains 180 members 
Mstep: Class 27 contains 49933 members 
Mstep: Class 28 contains 39695 members 
Mstep: Class 29 contains 45840 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2265 members 
Mstep: Class 32 contains 48899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177266464.000000 Penalty: 109015.656250
Iteration 42Q: 33 clusters Score -1.772665e+08 nChanged 34883
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2279 members 
Mstep: Class 3 contains 35424 members 
Mstep: Class 4 contains 51406 members 
Mstep: Class 5 contains 32807 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 43609 members 
Mstep: Class 8 contains 34923 members 
Mstep: Class 9 contains 40041 members 
Mstep: Class 10 contains 45669 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 28433 members 
Mstep: Class 13 contains 35651 members 
Mstep: Class 14 contains 37319 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 1114 members 
Mstep: Class 18 contains 34764 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 42838 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 47431 members 
Mstep: Class 24 contains 36272 members 
Mstep: Class 25 contains 53331 members 
Mstep: Class 26 contains 182 members 
Mstep: Class 27 contains 49373 members 
Mstep: Class 28 contains 39190 members 
Mstep: Class 29 contains 45243 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2137 members 
Mstep: Class 32 contains 48019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177261856.000000 Penalty: 109015.656250
Iteration 43Q: 33 clusters Score -1.772619e+08 nChanged 31787
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 35445 members 
Mstep: Class 4 contains 51915 members 
Mstep: Class 5 contains 32661 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 44400 members 
Mstep: Class 8 contains 35241 members 
Mstep: Class 9 contains 40370 members 
Mstep: Class 10 contains 45505 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 28641 members 
Mstep: Class 13 contains 35910 members 
Mstep: Class 14 contains 37575 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 12563 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 34747 members 
Mstep: Class 19 contains 40490 members 
Mstep: Class 20 contains 40083 members 
Mstep: Class 21 contains 42185 members 
Mstep: Class 22 contains 793 members 
Mstep: Class 23 contains 46950 members 
Mstep: Class 24 contains 36673 members 
Mstep: Class 25 contains 54562 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 49246 members 
Mstep: Class 28 contains 38941 members 
Mstep: Class 29 contains 44991 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2061 members 
Mstep: Class 32 contains 47757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177260528.000000 Penalty: 109015.656250
Iteration 44Q: 33 clusters Score -1.772605e+08 nChanged 26558
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 35357 members 
Mstep: Class 4 contains 52229 members 
Mstep: Class 5 contains 32537 members 
Mstep: Class 6 contains 4730 members 
Mstep: Class 7 contains 45214 members 
Mstep: Class 8 contains 35466 members 
Mstep: Class 9 contains 40394 members 
Mstep: Class 10 contains 45585 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 28852 members 
Mstep: Class 13 contains 35982 members 
Mstep: Class 14 contains 37665 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 12569 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 34714 members 
Mstep: Class 19 contains 39101 members 
Mstep: Class 20 contains 40367 members 
Mstep: Class 21 contains 41718 members 
Mstep: Class 22 contains 814 members 
Mstep: Class 23 contains 46518 members 
Mstep: Class 24 contains 36884 members 
Mstep: Class 25 contains 53765 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 49499 members 
Mstep: Class 28 contains 38707 members 
Mstep: Class 29 contains 45049 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 47916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177260400.000000 Penalty: 109015.656250
Iteration 45Q: 33 clusters Score -1.772604e+08 nChanged 22385
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 3178 members 
Mstep: Class 3 contains 35293 members 
Mstep: Class 4 contains 52603 members 
Mstep: Class 5 contains 32406 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 46354 members 
Mstep: Class 8 contains 35560 members 
Mstep: Class 9 contains 39936 members 
Mstep: Class 10 contains 45846 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29075 members 
Mstep: Class 13 contains 35991 members 
Mstep: Class 14 contains 37354 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 12597 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 34796 members 
Mstep: Class 19 contains 38100 members 
Mstep: Class 20 contains 40583 members 
Mstep: Class 21 contains 41142 members 
Mstep: Class 22 contains 828 members 
Mstep: Class 23 contains 45907 members 
Mstep: Class 24 contains 36963 members 
Mstep: Class 25 contains 53478 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 49604 members 
Mstep: Class 28 contains 38547 members 
Mstep: Class 29 contains 45329 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 48060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177262496.000000 Penalty: 109015.656250
Iteration 46Q: 33 clusters Score -1.772625e+08 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 3379 members 
Mstep: Class 3 contains 35188 members 
Mstep: Class 4 contains 52852 members 
Mstep: Class 5 contains 32452 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 7 contains 48516 members 
Mstep: Class 8 contains 35649 members 
Mstep: Class 9 contains 39284 members 
Mstep: Class 10 contains 45882 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29291 members 
Mstep: Class 13 contains 35985 members 
Mstep: Class 14 contains 36995 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 12589 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 34984 members 
Mstep: Class 19 contains 37346 members 
Mstep: Class 20 contains 40726 members 
Mstep: Class 21 contains 40496 members 
Mstep: Class 22 contains 841 members 
Mstep: Class 23 contains 44854 members 
Mstep: Class 24 contains 37138 members 
Mstep: Class 25 contains 53346 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 49663 members 
Mstep: Class 28 contains 38443 members 
Mstep: Class 29 contains 45413 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2012 members 
Mstep: Class 32 contains 47986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177264992.000000 Penalty: 109015.656250
Iteration 47Q: 33 clusters Score -1.77265e+08 nChanged 22053
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 3558 members 
Mstep: Class 3 contains 35066 members 
Mstep: Class 4 contains 53171 members 
Mstep: Class 5 contains 32603 members 
Mstep: Class 6 contains 4887 members 
Mstep: Class 7 contains 52402 members 
Mstep: Class 8 contains 35741 members 
Mstep: Class 9 contains 38587 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29436 members 
Mstep: Class 13 contains 35945 members 
Mstep: Class 14 contains 36564 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 12571 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 35201 members 
Mstep: Class 19 contains 36689 members 
Mstep: Class 20 contains 40770 members 
Mstep: Class 21 contains 39789 members 
Mstep: Class 22 contains 850 members 
Mstep: Class 23 contains 43073 members 
Mstep: Class 24 contains 37258 members 
Mstep: Class 25 contains 53223 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 49549 members 
Mstep: Class 28 contains 38420 members 
Mstep: Class 29 contains 45342 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2011 members 
Mstep: Class 32 contains 47767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177263856.000000 Penalty: 109015.656250
Iteration 48Q: 33 clusters Score -1.772639e+08 nChanged 24938
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 3698 members 
Mstep: Class 3 contains 34926 members 
Mstep: Class 4 contains 53331 members 
Mstep: Class 5 contains 32823 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 57876 members 
Mstep: Class 8 contains 35774 members 
Mstep: Class 9 contains 37933 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 35973 members 
Mstep: Class 14 contains 36078 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 12681 members 
Mstep: Class 17 contains 1116 members 
Mstep: Class 18 contains 35646 members 
Mstep: Class 19 contains 36124 members 
Mstep: Class 20 contains 40792 members 
Mstep: Class 21 contains 39170 members 
Mstep: Class 22 contains 857 members 
Mstep: Class 23 contains 39306 members 
Mstep: Class 24 contains 37326 members 
Mstep: Class 25 contains 53095 members 
Mstep: Class 26 contains 202 members 
Mstep: Class 27 contains 49591 members 
Mstep: Class 28 contains 38397 members 
Mstep: Class 29 contains 45252 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 47661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177256288.000000 Penalty: 109015.656250
Iteration 49Q: 33 clusters Score -1.772563e+08 nChanged 25064
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 3904 members 
Mstep: Class 3 contains 34833 members 
Mstep: Class 4 contains 53512 members 
Mstep: Class 5 contains 33066 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 60815 members 
Mstep: Class 8 contains 35759 members 
Mstep: Class 9 contains 37402 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29529 members 
Mstep: Class 13 contains 36079 members 
Mstep: Class 14 contains 35882 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 13100 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 36331 members 
Mstep: Class 19 contains 35563 members 
Mstep: Class 20 contains 40725 members 
Mstep: Class 21 contains 38664 members 
Mstep: Class 22 contains 864 members 
Mstep: Class 23 contains 35529 members 
Mstep: Class 24 contains 37347 members 
Mstep: Class 25 contains 52972 members 
Mstep: Class 26 contains 204 members 
Mstep: Class 27 contains 49595 members 
Mstep: Class 28 contains 38401 members 
Mstep: Class 29 contains 45473 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2018 members 
Mstep: Class 32 contains 47840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177247728.000000 Penalty: 109015.656250
Iteration 50Q: 33 clusters Score -1.772477e+08 nChanged 20686
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 34748 members 
Mstep: Class 4 contains 53660 members 
Mstep: Class 5 contains 33291 members 
Mstep: Class 6 contains 4998 members 
Mstep: Class 7 contains 59899 members 
Mstep: Class 8 contains 35798 members 
Mstep: Class 9 contains 36888 members 
Mstep: Class 10 contains 46171 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29680 members 
Mstep: Class 13 contains 36110 members 
Mstep: Class 14 contains 35710 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 13585 members 
Mstep: Class 17 contains 1119 members 
Mstep: Class 18 contains 37096 members 
Mstep: Class 19 contains 35191 members 
Mstep: Class 20 contains 40640 members 
Mstep: Class 21 contains 38130 members 
Mstep: Class 22 contains 867 members 
Mstep: Class 23 contains 33705 members 
Mstep: Class 24 contains 37412 members 
Mstep: Class 25 contains 52942 members 
Mstep: Class 26 contains 207 members 
Mstep: Class 27 contains 49705 members 
Mstep: Class 28 contains 38407 members 
Mstep: Class 29 contains 46160 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2032 members 
Mstep: Class 32 contains 48216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177246272.000000 Penalty: 109015.656250
Iteration 51Q: 33 clusters Score -1.772463e+08 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 34650 members 
Mstep: Class 4 contains 53808 members 
Mstep: Class 5 contains 33554 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 58529 members 
Mstep: Class 8 contains 35813 members 
Mstep: Class 9 contains 36428 members 
Mstep: Class 10 contains 46857 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 29915 members 
Mstep: Class 13 contains 36160 members 
Mstep: Class 14 contains 35647 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 13909 members 
Mstep: Class 17 contains 1120 members 
Mstep: Class 18 contains 37634 members 
Mstep: Class 19 contains 34973 members 
Mstep: Class 20 contains 40633 members 
Mstep: Class 21 contains 37645 members 
Mstep: Class 22 contains 870 members 
Mstep: Class 23 contains 32829 members 
Mstep: Class 24 contains 37466 members 
Mstep: Class 25 contains 52919 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 49965 members 
Mstep: Class 28 contains 38439 members 
Mstep: Class 29 contains 46585 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 48247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177245296.000000 Penalty: 109015.656250
Iteration 52Q: 33 clusters Score -1.772453e+08 nChanged 14846
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 34574 members 
Mstep: Class 4 contains 53902 members 
Mstep: Class 5 contains 33874 members 
Mstep: Class 6 contains 5026 members 
Mstep: Class 7 contains 57426 members 
Mstep: Class 8 contains 35860 members 
Mstep: Class 9 contains 36089 members 
Mstep: Class 10 contains 47142 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30139 members 
Mstep: Class 13 contains 36267 members 
Mstep: Class 14 contains 35580 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14184 members 
Mstep: Class 17 contains 1123 members 
Mstep: Class 18 contains 38037 members 
Mstep: Class 19 contains 34800 members 
Mstep: Class 20 contains 40646 members 
Mstep: Class 21 contains 37157 members 
Mstep: Class 22 contains 872 members 
Mstep: Class 23 contains 32332 members 
Mstep: Class 24 contains 37497 members 
Mstep: Class 25 contains 53007 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 50075 members 
Mstep: Class 28 contains 38496 members 
Mstep: Class 29 contains 46848 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2082 members 
Mstep: Class 32 contains 48276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177244336.000000 Penalty: 109015.656250
Iteration 53Q: 33 clusters Score -1.772443e+08 nChanged 13058
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 4699 members 
Mstep: Class 3 contains 34539 members 
Mstep: Class 4 contains 54028 members 
Mstep: Class 5 contains 34195 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 56646 members 
Mstep: Class 8 contains 35953 members 
Mstep: Class 9 contains 35780 members 
Mstep: Class 10 contains 47003 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 36375 members 
Mstep: Class 14 contains 35580 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14397 members 
Mstep: Class 17 contains 1126 members 
Mstep: Class 18 contains 38263 members 
Mstep: Class 19 contains 34638 members 
Mstep: Class 20 contains 40649 members 
Mstep: Class 21 contains 36718 members 
Mstep: Class 22 contains 874 members 
Mstep: Class 23 contains 32191 members 
Mstep: Class 24 contains 37548 members 
Mstep: Class 25 contains 52990 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 50254 members 
Mstep: Class 28 contains 38501 members 
Mstep: Class 29 contains 47002 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2106 members 
Mstep: Class 32 contains 48311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177244448.000000 Penalty: 109015.656250
Iteration 54Q: 33 clusters Score -1.772444e+08 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 4829 members 
Mstep: Class 3 contains 34470 members 
Mstep: Class 4 contains 54088 members 
Mstep: Class 5 contains 34432 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 55937 members 
Mstep: Class 8 contains 36057 members 
Mstep: Class 9 contains 35546 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30501 members 
Mstep: Class 13 contains 36464 members 
Mstep: Class 14 contains 35545 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14557 members 
Mstep: Class 17 contains 1130 members 
Mstep: Class 18 contains 38400 members 
Mstep: Class 19 contains 34487 members 
Mstep: Class 20 contains 40680 members 
Mstep: Class 21 contains 36321 members 
Mstep: Class 22 contains 879 members 
Mstep: Class 23 contains 32293 members 
Mstep: Class 24 contains 37622 members 
Mstep: Class 25 contains 53053 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 50350 members 
Mstep: Class 28 contains 38514 members 
Mstep: Class 29 contains 47064 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2133 members 
Mstep: Class 32 contains 48399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177244816.000000 Penalty: 109015.656250
Iteration 55Q: 33 clusters Score -1.772448e+08 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 4933 members 
Mstep: Class 3 contains 34403 members 
Mstep: Class 4 contains 54165 members 
Mstep: Class 5 contains 34597 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 55322 members 
Mstep: Class 8 contains 36136 members 
Mstep: Class 9 contains 35315 members 
Mstep: Class 10 contains 46910 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30679 members 
Mstep: Class 13 contains 36568 members 
Mstep: Class 14 contains 35502 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14688 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 38488 members 
Mstep: Class 19 contains 34217 members 
Mstep: Class 20 contains 40715 members 
Mstep: Class 21 contains 35967 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 32502 members 
Mstep: Class 24 contains 37673 members 
Mstep: Class 25 contains 53181 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 50445 members 
Mstep: Class 28 contains 38533 members 
Mstep: Class 29 contains 47092 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2157 members 
Mstep: Class 32 contains 48459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177245120.000000 Penalty: 109015.656250
Iteration 56Q: 33 clusters Score -1.772451e+08 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 34301 members 
Mstep: Class 4 contains 54202 members 
Mstep: Class 5 contains 34753 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 54661 members 
Mstep: Class 8 contains 36272 members 
Mstep: Class 9 contains 35158 members 
Mstep: Class 10 contains 46990 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30832 members 
Mstep: Class 13 contains 36654 members 
Mstep: Class 14 contains 35452 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14783 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 38537 members 
Mstep: Class 19 contains 34092 members 
Mstep: Class 20 contains 40754 members 
Mstep: Class 21 contains 35656 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 32854 members 
Mstep: Class 24 contains 37673 members 
Mstep: Class 25 contains 53154 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 50468 members 
Mstep: Class 28 contains 38564 members 
Mstep: Class 29 contains 47163 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2182 members 
Mstep: Class 32 contains 48473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177245328.000000 Penalty: 109015.656250
Iteration 57Q: 33 clusters Score -1.772453e+08 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 5096 members 
Mstep: Class 3 contains 34235 members 
Mstep: Class 4 contains 54234 members 
Mstep: Class 5 contains 34879 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 54215 members 
Mstep: Class 8 contains 36382 members 
Mstep: Class 9 contains 34982 members 
Mstep: Class 10 contains 46995 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 30956 members 
Mstep: Class 13 contains 36710 members 
Mstep: Class 14 contains 35355 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14860 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 34012 members 
Mstep: Class 20 contains 40735 members 
Mstep: Class 21 contains 35405 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 33253 members 
Mstep: Class 24 contains 37677 members 
Mstep: Class 25 contains 53207 members 
Mstep: Class 26 contains 215 members 
Mstep: Class 27 contains 50463 members 
Mstep: Class 28 contains 38620 members 
Mstep: Class 29 contains 47186 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2193 members 
Mstep: Class 32 contains 48462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177245808.000000 Penalty: 109015.656250
Iteration 58Q: 33 clusters Score -1.772458e+08 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 5182 members 
Mstep: Class 3 contains 34152 members 
Mstep: Class 4 contains 54222 members 
Mstep: Class 5 contains 34977 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 53798 members 
Mstep: Class 8 contains 36441 members 
Mstep: Class 9 contains 34888 members 
Mstep: Class 10 contains 46975 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 36811 members 
Mstep: Class 14 contains 35299 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14915 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 38467 members 
Mstep: Class 19 contains 33881 members 
Mstep: Class 20 contains 40702 members 
Mstep: Class 21 contains 35206 members 
Mstep: Class 22 contains 883 members 
Mstep: Class 23 contains 33624 members 
Mstep: Class 24 contains 37688 members 
Mstep: Class 25 contains 53203 members 
Mstep: Class 26 contains 215 members 
Mstep: Class 27 contains 50531 members 
Mstep: Class 28 contains 38651 members 
Mstep: Class 29 contains 47225 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2215 members 
Mstep: Class 32 contains 48539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177246352.000000 Penalty: 109015.656250
Iteration 59Q: 33 clusters Score -1.772464e+08 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 34031 members 
Mstep: Class 4 contains 54302 members 
Mstep: Class 5 contains 35056 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 53448 members 
Mstep: Class 8 contains 36510 members 
Mstep: Class 9 contains 34775 members 
Mstep: Class 10 contains 47042 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 31169 members 
Mstep: Class 13 contains 36919 members 
Mstep: Class 14 contains 35230 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14935 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 38361 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 40680 members 
Mstep: Class 21 contains 35017 members 
Mstep: Class 22 contains 884 members 
Mstep: Class 23 contains 33958 members 
Mstep: Class 24 contains 37649 members 
Mstep: Class 25 contains 53158 members 
Mstep: Class 26 contains 215 members 
Mstep: Class 27 contains 50521 members 
Mstep: Class 28 contains 38719 members 
Mstep: Class 29 contains 47297 members 
Mstep: Class 30 contains 235 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 48575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177248928.000000 Penalty: 109015.656250
Iteration 60F: 33 clusters Score -1.772489e+08 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 33923 members 
Mstep: Class 4 contains 54302 members 
Mstep: Class 5 contains 35101 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 54493 members 
Mstep: Class 8 contains 36555 members 
Mstep: Class 9 contains 34686 members 
Mstep: Class 10 contains 47083 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 31287 members 
Mstep: Class 13 contains 37017 members 
Mstep: Class 14 contains 35237 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14969 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 38253 members 
Mstep: Class 19 contains 33722 members 
Mstep: Class 20 contains 40672 members 
Mstep: Class 21 contains 34826 members 
Mstep: Class 22 contains 878 members 
Mstep: Class 23 contains 33145 members 
Mstep: Class 24 contains 37658 members 
Mstep: Class 25 contains 53357 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 50526 members 
Mstep: Class 28 contains 38749 members 
Mstep: Class 29 contains 47126 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2250 members 
Mstep: Class 32 contains 48416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177248080.000000 Penalty: 109015.656250
Iteration 61Q: 33 clusters Score -1.772481e+08 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 5443 members 
Mstep: Class 3 contains 33847 members 
Mstep: Class 4 contains 54319 members 
Mstep: Class 5 contains 35104 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 54239 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 34586 members 
Mstep: Class 10 contains 47204 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31382 members 
Mstep: Class 13 contains 37108 members 
Mstep: Class 14 contains 35180 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15091 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 38131 members 
Mstep: Class 19 contains 33680 members 
Mstep: Class 20 contains 40684 members 
Mstep: Class 21 contains 34653 members 
Mstep: Class 22 contains 881 members 
Mstep: Class 23 contains 33057 members 
Mstep: Class 24 contains 37704 members 
Mstep: Class 25 contains 53242 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 50593 members 
Mstep: Class 28 contains 38781 members 
Mstep: Class 29 contains 47237 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 48519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177247504.000000 Penalty: 109015.656250
Iteration 62Q: 33 clusters Score -1.772475e+08 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 33772 members 
Mstep: Class 4 contains 54355 members 
Mstep: Class 5 contains 35094 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 53600 members 
Mstep: Class 8 contains 36607 members 
Mstep: Class 9 contains 34486 members 
Mstep: Class 10 contains 47276 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31452 members 
Mstep: Class 13 contains 37185 members 
Mstep: Class 14 contains 35122 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15168 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 38048 members 
Mstep: Class 19 contains 33572 members 
Mstep: Class 20 contains 40694 members 
Mstep: Class 21 contains 34503 members 
Mstep: Class 22 contains 887 members 
Mstep: Class 23 contains 33275 members 
Mstep: Class 24 contains 37706 members 
Mstep: Class 25 contains 53253 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 50647 members 
Mstep: Class 28 contains 38839 members 
Mstep: Class 29 contains 47387 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2272 members 
Mstep: Class 32 contains 48633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177247712.000000 Penalty: 109015.656250
Iteration 63Q: 33 clusters Score -1.772477e+08 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 33747 members 
Mstep: Class 4 contains 54391 members 
Mstep: Class 5 contains 35102 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 52913 members 
Mstep: Class 8 contains 36564 members 
Mstep: Class 9 contains 34349 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31547 members 
Mstep: Class 13 contains 37225 members 
Mstep: Class 14 contains 35042 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15217 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37982 members 
Mstep: Class 19 contains 33547 members 
Mstep: Class 20 contains 40705 members 
Mstep: Class 21 contains 34418 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 33781 members 
Mstep: Class 24 contains 37707 members 
Mstep: Class 25 contains 53222 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 50725 members 
Mstep: Class 28 contains 38924 members 
Mstep: Class 29 contains 47494 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2280 members 
Mstep: Class 32 contains 48650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177248800.000000 Penalty: 109015.656250
Iteration 64Q: 33 clusters Score -1.772488e+08 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 33742 members 
Mstep: Class 4 contains 54459 members 
Mstep: Class 5 contains 35041 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 52275 members 
Mstep: Class 8 contains 36521 members 
Mstep: Class 9 contains 34236 members 
Mstep: Class 10 contains 47308 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31679 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 34978 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15233 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37852 members 
Mstep: Class 19 contains 33529 members 
Mstep: Class 20 contains 40687 members 
Mstep: Class 21 contains 34340 members 
Mstep: Class 22 contains 903 members 
Mstep: Class 23 contains 34461 members 
Mstep: Class 24 contains 37706 members 
Mstep: Class 25 contains 53238 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 50747 members 
Mstep: Class 28 contains 38979 members 
Mstep: Class 29 contains 47500 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2284 members 
Mstep: Class 32 contains 48651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177249216.000000 Penalty: 109015.656250
Iteration 65Q: 33 clusters Score -1.772492e+08 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 33735 members 
Mstep: Class 4 contains 54459 members 
Mstep: Class 5 contains 34997 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 51719 members 
Mstep: Class 8 contains 36492 members 
Mstep: Class 9 contains 34145 members 
Mstep: Class 10 contains 47298 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31812 members 
Mstep: Class 13 contains 37335 members 
Mstep: Class 14 contains 34857 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15225 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37715 members 
Mstep: Class 19 contains 33489 members 
Mstep: Class 20 contains 40680 members 
Mstep: Class 21 contains 34235 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 35278 members 
Mstep: Class 24 contains 37749 members 
Mstep: Class 25 contains 53303 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 50787 members 
Mstep: Class 28 contains 39020 members 
Mstep: Class 29 contains 47401 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2290 members 
Mstep: Class 32 contains 48621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177249792.000000 Penalty: 109015.656250
Iteration 66Q: 33 clusters Score -1.772498e+08 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 33702 members 
Mstep: Class 4 contains 54519 members 
Mstep: Class 5 contains 34906 members 
Mstep: Class 6 contains 5041 members 
Mstep: Class 7 contains 51260 members 
Mstep: Class 8 contains 36503 members 
Mstep: Class 9 contains 34027 members 
Mstep: Class 10 contains 47268 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31902 members 
Mstep: Class 13 contains 37347 members 
Mstep: Class 14 contains 34769 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15218 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37582 members 
Mstep: Class 19 contains 33504 members 
Mstep: Class 20 contains 40613 members 
Mstep: Class 21 contains 34142 members 
Mstep: Class 22 contains 909 members 
Mstep: Class 23 contains 36204 members 
Mstep: Class 24 contains 37775 members 
Mstep: Class 25 contains 53286 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 50818 members 
Mstep: Class 28 contains 39068 members 
Mstep: Class 29 contains 47351 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2292 members 
Mstep: Class 32 contains 48566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177249952.000000 Penalty: 109015.656250
Iteration 67Q: 33 clusters Score -1.7725e+08 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 5778 members 
Mstep: Class 3 contains 33639 members 
Mstep: Class 4 contains 54539 members 
Mstep: Class 5 contains 34856 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 50840 members 
Mstep: Class 8 contains 36528 members 
Mstep: Class 9 contains 33901 members 
Mstep: Class 10 contains 47289 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 37360 members 
Mstep: Class 14 contains 34639 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15206 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37455 members 
Mstep: Class 19 contains 33541 members 
Mstep: Class 20 contains 40571 members 
Mstep: Class 21 contains 34030 members 
Mstep: Class 22 contains 911 members 
Mstep: Class 23 contains 37142 members 
Mstep: Class 24 contains 37767 members 
Mstep: Class 25 contains 53267 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 50819 members 
Mstep: Class 28 contains 39102 members 
Mstep: Class 29 contains 47254 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2295 members 
Mstep: Class 32 contains 48541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177250688.000000 Penalty: 109015.656250
Iteration 68Q: 33 clusters Score -1.772507e+08 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 33590 members 
Mstep: Class 4 contains 54585 members 
Mstep: Class 5 contains 34793 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 50466 members 
Mstep: Class 8 contains 36532 members 
Mstep: Class 9 contains 33798 members 
Mstep: Class 10 contains 47271 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32042 members 
Mstep: Class 13 contains 37385 members 
Mstep: Class 14 contains 34510 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15205 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37320 members 
Mstep: Class 19 contains 33529 members 
Mstep: Class 20 contains 40560 members 
Mstep: Class 21 contains 33894 members 
Mstep: Class 22 contains 914 members 
Mstep: Class 23 contains 38088 members 
Mstep: Class 24 contains 37786 members 
Mstep: Class 25 contains 53210 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 50881 members 
Mstep: Class 28 contains 39091 members 
Mstep: Class 29 contains 47205 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2297 members 
Mstep: Class 32 contains 48492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177252128.000000 Penalty: 109015.656250
Iteration 69Q: 33 clusters Score -1.772521e+08 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 5860 members 
Mstep: Class 3 contains 33561 members 
Mstep: Class 4 contains 54644 members 
Mstep: Class 5 contains 34667 members 
Mstep: Class 6 contains 5050 members 
Mstep: Class 7 contains 50113 members 
Mstep: Class 8 contains 36561 members 
Mstep: Class 9 contains 33682 members 
Mstep: Class 10 contains 47249 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32090 members 
Mstep: Class 13 contains 37430 members 
Mstep: Class 14 contains 34386 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15209 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 37134 members 
Mstep: Class 19 contains 33510 members 
Mstep: Class 20 contains 40542 members 
Mstep: Class 21 contains 33810 members 
Mstep: Class 22 contains 916 members 
Mstep: Class 23 contains 39087 members 
Mstep: Class 24 contains 37764 members 
Mstep: Class 25 contains 53194 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 50843 members 
Mstep: Class 28 contains 39083 members 
Mstep: Class 29 contains 47145 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2300 members 
Mstep: Class 32 contains 48514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177253712.000000 Penalty: 109015.656250
Iteration 70Q: 33 clusters Score -1.772537e+08 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 33529 members 
Mstep: Class 4 contains 54638 members 
Mstep: Class 5 contains 34544 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 49866 members 
Mstep: Class 8 contains 36567 members 
Mstep: Class 9 contains 33583 members 
Mstep: Class 10 contains 47196 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32124 members 
Mstep: Class 13 contains 37464 members 
Mstep: Class 14 contains 34293 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15211 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 36925 members 
Mstep: Class 19 contains 33476 members 
Mstep: Class 20 contains 40560 members 
Mstep: Class 21 contains 33758 members 
Mstep: Class 22 contains 918 members 
Mstep: Class 23 contains 40053 members 
Mstep: Class 24 contains 37732 members 
Mstep: Class 25 contains 53101 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 50876 members 
Mstep: Class 28 contains 39104 members 
Mstep: Class 29 contains 47093 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2302 members 
Mstep: Class 32 contains 48473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177254208.000000 Penalty: 109015.656250
Iteration 71Q: 33 clusters Score -1.772542e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 5919 members 
Mstep: Class 3 contains 33513 members 
Mstep: Class 4 contains 54650 members 
Mstep: Class 5 contains 34400 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49661 members 
Mstep: Class 8 contains 36547 members 
Mstep: Class 9 contains 33443 members 
Mstep: Class 10 contains 47168 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32173 members 
Mstep: Class 13 contains 37522 members 
Mstep: Class 14 contains 34157 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15200 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 36703 members 
Mstep: Class 19 contains 33394 members 
Mstep: Class 20 contains 40556 members 
Mstep: Class 21 contains 33692 members 
Mstep: Class 22 contains 921 members 
Mstep: Class 23 contains 41003 members 
Mstep: Class 24 contains 37689 members 
Mstep: Class 25 contains 53161 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 50879 members 
Mstep: Class 28 contains 39114 members 
Mstep: Class 29 contains 47058 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 48469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177254768.000000 Penalty: 109015.656250
Iteration 72Q: 33 clusters Score -1.772548e+08 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 5943 members 
Mstep: Class 3 contains 33469 members 
Mstep: Class 4 contains 54660 members 
Mstep: Class 5 contains 34297 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 49505 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 33388 members 
Mstep: Class 10 contains 47135 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32198 members 
Mstep: Class 13 contains 37534 members 
Mstep: Class 14 contains 34023 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15192 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 36436 members 
Mstep: Class 19 contains 33294 members 
Mstep: Class 20 contains 40552 members 
Mstep: Class 21 contains 33665 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 41894 members 
Mstep: Class 24 contains 37663 members 
Mstep: Class 25 contains 53048 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 50933 members 
Mstep: Class 28 contains 39145 members 
Mstep: Class 29 contains 47089 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 48450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177255344.000000 Penalty: 109015.656250
Iteration 73Q: 33 clusters Score -1.772553e+08 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 33404 members 
Mstep: Class 4 contains 54680 members 
Mstep: Class 5 contains 34181 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 49367 members 
Mstep: Class 8 contains 36590 members 
Mstep: Class 9 contains 33373 members 
Mstep: Class 10 contains 47130 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32193 members 
Mstep: Class 13 contains 37570 members 
Mstep: Class 14 contains 33906 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15186 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 36112 members 
Mstep: Class 19 contains 33194 members 
Mstep: Class 20 contains 40524 members 
Mstep: Class 21 contains 33656 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 42760 members 
Mstep: Class 24 contains 37673 members 
Mstep: Class 25 contains 53032 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 50966 members 
Mstep: Class 28 contains 39144 members 
Mstep: Class 29 contains 47118 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2305 members 
Mstep: Class 32 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177255488.000000 Penalty: 109015.656250
Iteration 74Q: 33 clusters Score -1.772555e+08 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 5973 members 
Mstep: Class 3 contains 33306 members 
Mstep: Class 4 contains 54697 members 
Mstep: Class 5 contains 34097 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49281 members 
Mstep: Class 8 contains 36641 members 
Mstep: Class 9 contains 33380 members 
Mstep: Class 10 contains 47157 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32196 members 
Mstep: Class 13 contains 37594 members 
Mstep: Class 14 contains 33797 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15180 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 35825 members 
Mstep: Class 19 contains 33103 members 
Mstep: Class 20 contains 40503 members 
Mstep: Class 21 contains 33613 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 43625 members 
Mstep: Class 24 contains 37672 members 
Mstep: Class 25 contains 52993 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 50980 members 
Mstep: Class 28 contains 39148 members 
Mstep: Class 29 contains 47058 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2306 members 
Mstep: Class 32 contains 48381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177256784.000000 Penalty: 109015.656250
Iteration 75Q: 33 clusters Score -1.772568e+08 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 33260 members 
Mstep: Class 4 contains 54691 members 
Mstep: Class 5 contains 34005 members 
Mstep: Class 6 contains 5048 members 
Mstep: Class 7 contains 49238 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 33340 members 
Mstep: Class 10 contains 47165 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32181 members 
Mstep: Class 13 contains 37617 members 
Mstep: Class 14 contains 33689 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15172 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 35534 members 
Mstep: Class 19 contains 33051 members 
Mstep: Class 20 contains 40487 members 
Mstep: Class 21 contains 33560 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 44451 members 
Mstep: Class 24 contains 37649 members 
Mstep: Class 25 contains 52963 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51033 members 
Mstep: Class 28 contains 39152 members 
Mstep: Class 29 contains 47031 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 48347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177257968.000000 Penalty: 109015.656250
Iteration 76Q: 33 clusters Score -1.77258e+08 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 33207 members 
Mstep: Class 4 contains 54690 members 
Mstep: Class 5 contains 33869 members 
Mstep: Class 6 contains 5050 members 
Mstep: Class 7 contains 49183 members 
Mstep: Class 8 contains 36597 members 
Mstep: Class 9 contains 33347 members 
Mstep: Class 10 contains 47135 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32216 members 
Mstep: Class 13 contains 37598 members 
Mstep: Class 14 contains 33663 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15168 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 35213 members 
Mstep: Class 19 contains 33066 members 
Mstep: Class 20 contains 40472 members 
Mstep: Class 21 contains 33510 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 45265 members 
Mstep: Class 24 contains 37592 members 
Mstep: Class 25 contains 52868 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51007 members 
Mstep: Class 28 contains 39186 members 
Mstep: Class 29 contains 47040 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 48359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177258240.000000 Penalty: 109015.656250
Iteration 77Q: 33 clusters Score -1.772582e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 6010 members 
Mstep: Class 3 contains 33115 members 
Mstep: Class 4 contains 54679 members 
Mstep: Class 5 contains 33740 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 49109 members 
Mstep: Class 8 contains 36569 members 
Mstep: Class 9 contains 33356 members 
Mstep: Class 10 contains 47148 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32238 members 
Mstep: Class 13 contains 37597 members 
Mstep: Class 14 contains 33647 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15167 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34913 members 
Mstep: Class 19 contains 33046 members 
Mstep: Class 20 contains 40433 members 
Mstep: Class 21 contains 33484 members 
Mstep: Class 22 contains 924 members 
Mstep: Class 23 contains 45995 members 
Mstep: Class 24 contains 37569 members 
Mstep: Class 25 contains 52828 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 50964 members 
Mstep: Class 28 contains 39248 members 
Mstep: Class 29 contains 47046 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 48384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177258080.000000 Penalty: 109015.656250
Iteration 78Q: 33 clusters Score -1.772581e+08 nChanged 6983
Entering ConstructFrom: 
Score: -177258080.000000 Penalty: 109015.656250
Entering ConstructFrom: 
Trying to split cluster 1 (34920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Entering Unmasked Estep 
Score: -6808037.000000 Penalty: 2594.282227
	Iteration 0F: 2 clusters Score -6808037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -6789369.500000 Penalty: 5188.564453
	Iteration 0F: 3 clusters Score -6789370 nChanged 15902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -6797890.500000 Penalty: 5188.564453
	Iteration 1F: 3 clusters Score -6797890 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6798269.000000 Penalty: 5188.564453
	Iteration 2Q: 3 clusters Score -6798269 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -6798626.000000 Penalty: 5188.564453
	Iteration 3Q: 3 clusters Score -6798626 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -6798960.000000 Penalty: 5188.564453
	Iteration 4Q: 3 clusters Score -6798960 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6799273.500000 Penalty: 5188.564453
	Iteration 5Q: 3 clusters Score -6799274 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -6799577.000000 Penalty: 5188.564453
	Iteration 6Q: 3 clusters Score -6799577 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -6799891.000000 Penalty: 5188.564453
	Iteration 7Q: 3 clusters Score -6799891 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6800295.500000 Penalty: 5188.564453
	Iteration 8Q: 3 clusters Score -6800296 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -6800829.500000 Penalty: 5188.564453
	Iteration 9Q: 3 clusters Score -6800830 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -6801473.000000 Penalty: 5188.564453
	Iteration 10Q: 3 clusters Score -6801473 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6802350.500000 Penalty: 5188.564453
	Iteration 11Q: 3 clusters Score -6802350 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -6803528.500000 Penalty: 5188.564453
	Iteration 12Q: 3 clusters Score -6803528 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -6804584.000000 Penalty: 5188.564453
	Iteration 13Q: 3 clusters Score -6804584 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6805421.000000 Penalty: 5188.564453
	Iteration 14Q: 3 clusters Score -6805421 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6805864.000000 Penalty: 5188.564453
	Iteration 15Q: 3 clusters Score -6805864 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6806106.500000 Penalty: 5188.564453
	Iteration 16Q: 3 clusters Score -6806106 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -6806220.000000 Penalty: 5188.564453
	Iteration 17Q: 3 clusters Score -6806220 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -6806272.000000 Penalty: 5188.564453
	Iteration 18Q: 3 clusters Score -6806272 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6806238.000000 Penalty: 5188.564453
	Iteration 19Q: 3 clusters Score -6806238 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -6806287.000000 Penalty: 5188.564453
	Iteration 20F: 3 clusters Score -6806287 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6806292.000000 Penalty: 5188.564453
	Iteration 21Q: 3 clusters Score -6806292 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -6806282.500000 Penalty: 5188.564453
	Iteration 22Q: 3 clusters Score -6806282 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6806321.500000 Penalty: 5188.564453
	Iteration 23Q: 3 clusters Score -6806322 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -6806330.500000 Penalty: 5188.564453
	Iteration 24Q: 3 clusters Score -6806330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -6806345.000000 Penalty: 5188.564453
	Iteration 25Q: 3 clusters Score -6806345 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6806366.500000 Penalty: 5188.564453
	Iteration 26Q: 3 clusters Score -6806366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6806395.000000 Penalty: 5188.564453
	Iteration 27Q: 3 clusters Score -6806395 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6806400.000000 Penalty: 5188.564453
	Iteration 28Q: 3 clusters Score -6806400 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -6806450.500000 Penalty: 5188.564453
	Iteration 29Q: 3 clusters Score -6806450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6806474.500000 Penalty: 5188.564453
	Iteration 30Q: 3 clusters Score -6806474 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6806524.000000 Penalty: 5188.564453
	Iteration 31Q: 3 clusters Score -6806524 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -6806523.500000 Penalty: 5188.564453
	Iteration 32Q: 3 clusters Score -6806524 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6806543.500000 Penalty: 5188.564453
	Iteration 33Q: 3 clusters Score -6806544 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6806560.500000 Penalty: 5188.564453
	Iteration 34Q: 3 clusters Score -6806560 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -6806597.000000 Penalty: 5188.564453
	Iteration 35Q: 3 clusters Score -6806597 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6806626.000000 Penalty: 5188.564453
	Iteration 36Q: 3 clusters Score -6806626 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -6806639.000000 Penalty: 5188.564453
	Iteration 37Q: 3 clusters Score -6806639 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -6806664.000000 Penalty: 5188.564453
	Iteration 38Q: 3 clusters Score -6806664 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6806684.000000 Penalty: 5188.564453
	Iteration 39Q: 3 clusters Score -6806684 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -6806687.500000 Penalty: 5188.564453
	Iteration 40F: 3 clusters Score -6806688 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -6806735.500000 Penalty: 5188.564453
	Iteration 41Q: 3 clusters Score -6806736 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -6806802.000000 Penalty: 5188.564453
	Iteration 42Q: 3 clusters Score -6806802 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -6806871.500000 Penalty: 5188.564453
	Iteration 43Q: 3 clusters Score -6806872 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -6806979.000000 Penalty: 5188.564453
	Iteration 44Q: 3 clusters Score -6806979 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -6807031.000000 Penalty: 5188.564453
	Iteration 45Q: 3 clusters Score -6807031 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -6807110.000000 Penalty: 5188.564453
	Iteration 46Q: 3 clusters Score -6807110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6807123.500000 Penalty: 5188.564453
	Iteration 47Q: 3 clusters Score -6807124 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6807190.500000 Penalty: 5188.564453
	Iteration 48Q: 3 clusters Score -6807190 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6807252.500000 Penalty: 5188.564453
	Iteration 49Q: 3 clusters Score -6807252 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6807316.000000 Penalty: 5188.564453
	Iteration 50Q: 3 clusters Score -6807316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6807321.500000 Penalty: 5188.564453
	Iteration 51Q: 3 clusters Score -6807322 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -6807363.500000 Penalty: 5188.564453
	Iteration 52Q: 3 clusters Score -6807364 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6807404.000000 Penalty: 5188.564453
	Iteration 53Q: 3 clusters Score -6807404 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6807447.500000 Penalty: 5188.564453
	Iteration 54Q: 3 clusters Score -6807448 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -6807461.500000 Penalty: 5188.564453
	Iteration 55Q: 3 clusters Score -6807462 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -6807485.500000 Penalty: 5188.564453
	Iteration 56Q: 3 clusters Score -6807486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6807500.000000 Penalty: 5188.564453
	Iteration 57Q: 3 clusters Score -6807500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6807526.000000 Penalty: 5188.564453
	Iteration 58Q: 3 clusters Score -6807526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6807539.500000 Penalty: 5188.564453
	Iteration 59Q: 3 clusters Score -6807540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -6807566.000000 Penalty: 5188.564453
	Iteration 60F: 3 clusters Score -6807566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6807568.000000 Penalty: 5188.564453
	Iteration 61Q: 3 clusters Score -6807568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6807582.500000 Penalty: 5188.564453
	Iteration 62Q: 3 clusters Score -6807582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -6807602.500000 Penalty: 5188.564453
	Iteration 63Q: 3 clusters Score -6807602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6807617.000000 Penalty: 5188.564453
	Iteration 64Q: 3 clusters Score -6807617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -6807616.000000 Penalty: 5188.564453
	Iteration 65Q: 3 clusters Score -6807616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -6807628.000000 Penalty: 5188.564453
	Iteration 66Q: 3 clusters Score -6807628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6807618.500000 Penalty: 5188.564453
	Iteration 67Q: 3 clusters Score -6807618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -6807618.500000 Penalty: 5188.564453
	Iteration 68Q: 3 clusters Score -6807618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6807628.000000 Penalty: 5188.564453
	Iteration 69Q: 3 clusters Score -6807628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6807647.000000 Penalty: 5188.564453
	Iteration 70Q: 3 clusters Score -6807647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -6807682.500000 Penalty: 5188.564453
	Iteration 71Q: 3 clusters Score -6807682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -6807687.000000 Penalty: 5188.564453
	Iteration 72Q: 3 clusters Score -6807687 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -6807691.500000 Penalty: 5188.564453
	Iteration 73Q: 3 clusters Score -6807692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -6807691.000000 Penalty: 5188.564453
	Iteration 74Q: 3 clusters Score -6807691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -6807712.000000 Penalty: 5188.564453
	Iteration 75Q: 3 clusters Score -6807712 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6807716.000000 Penalty: 5188.564453
	Iteration 76Q: 3 clusters Score -6807716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -6807728.500000 Penalty: 5188.564453
	Iteration 77Q: 3 clusters Score -6807728 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -6807745.000000 Penalty: 5188.564453
	Iteration 78Q: 3 clusters Score -6807745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -6807754.000000 Penalty: 5188.564453
	Iteration 79Q: 3 clusters Score -6807754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -6807754.500000 Penalty: 5188.564453
	Iteration 80F: 3 clusters Score -6807754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -6807753.500000 Penalty: 5188.564453
	Iteration 81Q: 3 clusters Score -6807754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6807751.000000 Penalty: 5188.564453
	Iteration 82Q: 3 clusters Score -6807751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6807767.500000 Penalty: 5188.564453
	Iteration 83Q: 3 clusters Score -6807768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6807771.000000 Penalty: 5188.564453
	Iteration 84Q: 3 clusters Score -6807771 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -6807775.500000 Penalty: 5188.564453
	Iteration 85Q: 3 clusters Score -6807776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -6807778.500000 Penalty: 5188.564453
	Iteration 86Q: 3 clusters Score -6807778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6807782.500000 Penalty: 5188.564453
	Iteration 87Q: 3 clusters Score -6807782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -6807772.000000 Penalty: 5188.564453
	Iteration 88Q: 3 clusters Score -6807772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -6807793.500000 Penalty: 5188.564453
	Iteration 89Q: 3 clusters Score -6807794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -6807796.500000 Penalty: 5188.564453
	Iteration 90Q: 3 clusters Score -6807796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6807799.500000 Penalty: 5188.564453
	Iteration 91Q: 3 clusters Score -6807800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -6807801.500000 Penalty: 5188.564453
	Iteration 92Q: 3 clusters Score -6807802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -6807805.000000 Penalty: 5188.564453
	Iteration 93Q: 3 clusters Score -6807805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -6807803.000000 Penalty: 5188.564453
	Iteration 94Q: 3 clusters Score -6807803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -6807825.500000 Penalty: 5188.564453
	Iteration 95Q: 3 clusters Score -6807826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6807827.000000 Penalty: 5188.564453
	Iteration 96Q: 3 clusters Score -6807827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6807822.500000 Penalty: 5188.564453
	Iteration 97Q: 3 clusters Score -6807822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6807820.000000 Penalty: 5188.564453
	Iteration 98Q: 3 clusters Score -6807820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6807826.000000 Penalty: 5188.564453
	Iteration 99Q: 3 clusters Score -6807826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6807828.000000 Penalty: 5188.564453
	Iteration 100F: 3 clusters Score -6807828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6807836.000000 Penalty: 5188.564453
	Iteration 101Q: 3 clusters Score -6807836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6807828.000000 Penalty: 5188.564453
	Iteration 102Q: 3 clusters Score -6807828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6807826.000000 Penalty: 5188.564453
	Iteration 103Q: 3 clusters Score -6807826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6807834.500000 Penalty: 5188.564453
	Iteration 104Q: 3 clusters Score -6807834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6807831.000000 Penalty: 5188.564453
	Iteration 105Q: 3 clusters Score -6807831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6807831.000000 Penalty: 5188.564453
	Iteration 106F: 3 clusters Score -6807831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -1082904.500000 Penalty: 2158.963135
	Iteration 0F: 2 clusters Score -1082904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1077715.375000 Penalty: 4317.926270
	Iteration 0F: 3 clusters Score -1077715 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1079075.625000 Penalty: 4317.926270
	Iteration 1F: 3 clusters Score -1079076 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1079334.750000 Penalty: 4317.926270
	Iteration 2F: 3 clusters Score -1079335 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1079503.750000 Penalty: 4317.926270
	Iteration 3F: 3 clusters Score -1079504 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1079650.875000 Penalty: 4317.926270
	Iteration 4Q: 3 clusters Score -1079651 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1079773.500000 Penalty: 4317.926270
	Iteration 5Q: 3 clusters Score -1079774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1079859.375000 Penalty: 4317.926270
	Iteration 6Q: 3 clusters Score -1079859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1079934.375000 Penalty: 4317.926270
	Iteration 7Q: 3 clusters Score -1079934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1080008.500000 Penalty: 4317.926270
	Iteration 8Q: 3 clusters Score -1080008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1080106.500000 Penalty: 4317.926270
	Iteration 9Q: 3 clusters Score -1080106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1080222.375000 Penalty: 4317.926270
	Iteration 10Q: 3 clusters Score -1080222 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1080348.000000 Penalty: 4317.926270
	Iteration 11Q: 3 clusters Score -1080348 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1080481.375000 Penalty: 4317.926270
	Iteration 12Q: 3 clusters Score -1080481 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1080638.375000 Penalty: 4317.926270
	Iteration 13Q: 3 clusters Score -1080638 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1080832.750000 Penalty: 4317.926270
	Iteration 14Q: 3 clusters Score -1080833 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1081051.875000 Penalty: 4317.926270
	Iteration 15Q: 3 clusters Score -1081052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1081241.000000 Penalty: 4317.926270
	Iteration 16Q: 3 clusters Score -1081241 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1081399.000000 Penalty: 4317.926270
	Iteration 17Q: 3 clusters Score -1081399 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1081527.750000 Penalty: 4317.926270
	Iteration 18Q: 3 clusters Score -1081528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1081640.375000 Penalty: 4317.926270
	Iteration 19Q: 3 clusters Score -1081640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1081729.500000 Penalty: 4317.926270
	Iteration 20F: 3 clusters Score -1081730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1081788.375000 Penalty: 4317.926270
	Iteration 21Q: 3 clusters Score -1081788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1081844.500000 Penalty: 4317.926270
	Iteration 22Q: 3 clusters Score -1081844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1081887.750000 Penalty: 4317.926270
	Iteration 23Q: 3 clusters Score -1081888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1081917.125000 Penalty: 4317.926270
	Iteration 24Q: 3 clusters Score -1081917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1081949.875000 Penalty: 4317.926270
	Iteration 25Q: 3 clusters Score -1081950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1081972.375000 Penalty: 4317.926270
	Iteration 26Q: 3 clusters Score -1081972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1081988.500000 Penalty: 4317.926270
	Iteration 27Q: 3 clusters Score -1081988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1082001.750000 Penalty: 4317.926270
	Iteration 28Q: 3 clusters Score -1082002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1082018.375000 Penalty: 4317.926270
	Iteration 29Q: 3 clusters Score -1082018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1082022.125000 Penalty: 4317.926270
	Iteration 30Q: 3 clusters Score -1082022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1082025.500000 Penalty: 4317.926270
	Iteration 31Q: 3 clusters Score -1082026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1082029.500000 Penalty: 4317.926270
	Iteration 32Q: 3 clusters Score -1082030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1082029.000000 Penalty: 4317.926270
	Iteration 33Q: 3 clusters Score -1082029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1082031.500000 Penalty: 4317.926270
	Iteration 34Q: 3 clusters Score -1082032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1082031.500000 Penalty: 4317.926270
	Iteration 35F: 3 clusters Score -1082032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Entering Unmasked Estep 
Score: -6698652.000000 Penalty: 2580.782715
	Iteration 0F: 2 clusters Score -6698652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -6686730.000000 Penalty: 5161.565430
	Iteration 0F: 3 clusters Score -6686730 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6694825.000000 Penalty: 5161.565430
	Iteration 1F: 3 clusters Score -6694825 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -6695314.000000 Penalty: 5161.565430
	Iteration 2F: 3 clusters Score -6695314 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -6695948.500000 Penalty: 5161.565430
	Iteration 3F: 3 clusters Score -6695948 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -6696645.500000 Penalty: 5161.565430
	Iteration 4F: 3 clusters Score -6696646 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -6697491.500000 Penalty: 5161.565430
	Iteration 5F: 3 clusters Score -6697492 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6698605.000000 Penalty: 5161.565430
	Iteration 6F: 3 clusters Score -6698605 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -6700135.000000 Penalty: 5161.565430
	Iteration 7F: 3 clusters Score -6700135 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -6701770.500000 Penalty: 5161.565430
	Iteration 8F: 3 clusters Score -6701770 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -6702914.000000 Penalty: 5161.565430
	Iteration 9F: 3 clusters Score -6702914 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -6703359.000000 Penalty: 5161.565430
	Iteration 10Q: 3 clusters Score -6703359 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -6703552.000000 Penalty: 5161.565430
	Iteration 11Q: 3 clusters Score -6703552 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -6703681.500000 Penalty: 5161.565430
	Iteration 12Q: 3 clusters Score -6703682 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -6703734.000000 Penalty: 5161.565430
	Iteration 13Q: 3 clusters Score -6703734 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -6703760.000000 Penalty: 5161.565430
	Iteration 14Q: 3 clusters Score -6703760 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -6703781.000000 Penalty: 5161.565430
	Iteration 15Q: 3 clusters Score -6703781 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -6703760.000000 Penalty: 5161.565430
	Iteration 16Q: 3 clusters Score -6703760 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -6703763.500000 Penalty: 5161.565430
	Iteration 17Q: 3 clusters Score -6703764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -6703753.500000 Penalty: 5161.565430
	Iteration 18Q: 3 clusters Score -6703754 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -6703755.500000 Penalty: 5161.565430
	Iteration 19Q: 3 clusters Score -6703756 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -6703745.000000 Penalty: 5161.565430
	Iteration 20F: 3 clusters Score -6703745 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -6703741.500000 Penalty: 5161.565430
	Iteration 21Q: 3 clusters Score -6703742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -6703762.000000 Penalty: 5161.565430
	Iteration 22Q: 3 clusters Score -6703762 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -6703766.500000 Penalty: 5161.565430
	Iteration 23Q: 3 clusters Score -6703766 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -6703785.500000 Penalty: 5161.565430
	Iteration 24Q: 3 clusters Score -6703786 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -6703801.000000 Penalty: 5161.565430
	Iteration 25Q: 3 clusters Score -6703801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -6703830.000000 Penalty: 5161.565430
	Iteration 26Q: 3 clusters Score -6703830 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6703858.000000 Penalty: 5161.565430
	Iteration 27Q: 3 clusters Score -6703858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -6703878.000000 Penalty: 5161.565430
	Iteration 28Q: 3 clusters Score -6703878 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -6703874.500000 Penalty: 5161.565430
	Iteration 29Q: 3 clusters Score -6703874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -6703891.500000 Penalty: 5161.565430
	Iteration 30Q: 3 clusters Score -6703892 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -6703909.500000 Penalty: 5161.565430
	Iteration 31Q: 3 clusters Score -6703910 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -6703928.500000 Penalty: 5161.565430
	Iteration 32Q: 3 clusters Score -6703928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6703960.500000 Penalty: 5161.565430
	Iteration 33Q: 3 clusters Score -6703960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6703961.500000 Penalty: 5161.565430
	Iteration 34Q: 3 clusters Score -6703962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -6703980.500000 Penalty: 5161.565430
	Iteration 35Q: 3 clusters Score -6703980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -6703983.000000 Penalty: 5161.565430
	Iteration 36Q: 3 clusters Score -6703983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -6704013.500000 Penalty: 5161.565430
	Iteration 37Q: 3 clusters Score -6704014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -6704018.500000 Penalty: 5161.565430
	Iteration 38Q: 3 clusters Score -6704018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -6704037.000000 Penalty: 5161.565430
	Iteration 39Q: 3 clusters Score -6704037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -6704051.500000 Penalty: 5161.565430
	Iteration 40F: 3 clusters Score -6704052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -6704055.500000 Penalty: 5161.565430
	Iteration 41Q: 3 clusters Score -6704056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -6704060.000000 Penalty: 5161.565430
	Iteration 42Q: 3 clusters Score -6704060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6704067.000000 Penalty: 5161.565430
	Iteration 43Q: 3 clusters Score -6704067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -6704066.500000 Penalty: 5161.565430
	Iteration 44Q: 3 clusters Score -6704066 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -6704055.500000 Penalty: 5161.565430
	Iteration 45Q: 3 clusters Score -6704056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -6704067.000000 Penalty: 5161.565430
	Iteration 46Q: 3 clusters Score -6704067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6704088.500000 Penalty: 5161.565430
	Iteration 47Q: 3 clusters Score -6704088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -6704081.500000 Penalty: 5161.565430
	Iteration 48Q: 3 clusters Score -6704082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -6704080.000000 Penalty: 5161.565430
	Iteration 49Q: 3 clusters Score -6704080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -6704089.000000 Penalty: 5161.565430
	Iteration 50Q: 3 clusters Score -6704089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -6704087.000000 Penalty: 5161.565430
	Iteration 51Q: 3 clusters Score -6704087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -6704079.000000 Penalty: 5161.565430
	Iteration 52Q: 3 clusters Score -6704079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -6704077.000000 Penalty: 5161.565430
	Iteration 53Q: 3 clusters Score -6704077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -6704087.000000 Penalty: 5161.565430
	Iteration 54Q: 3 clusters Score -6704087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -6704076.000000 Penalty: 5161.565430
	Iteration 55Q: 3 clusters Score -6704076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -6704081.500000 Penalty: 5161.565430
	Iteration 56Q: 3 clusters Score -6704082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6704097.000000 Penalty: 5161.565430
	Iteration 57Q: 3 clusters Score -6704097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -6704096.500000 Penalty: 5161.565430
	Iteration 58Q: 3 clusters Score -6704096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -6704092.500000 Penalty: 5161.565430
	Iteration 59Q: 3 clusters Score -6704092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -6704097.500000 Penalty: 5161.565430
	Iteration 60F: 3 clusters Score -6704098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -6704095.500000 Penalty: 5161.565430
	Iteration 61Q: 3 clusters Score -6704096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -6704095.000000 Penalty: 5161.565430
	Iteration 62Q: 3 clusters Score -6704095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -6704081.500000 Penalty: 5161.565430
	Iteration 63Q: 3 clusters Score -6704082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6704084.000000 Penalty: 5161.565430
	Iteration 64Q: 3 clusters Score -6704084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6704086.500000 Penalty: 5161.565430
	Iteration 65Q: 3 clusters Score -6704086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -6704095.500000 Penalty: 5161.565430
	Iteration 66Q: 3 clusters Score -6704096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6704092.500000 Penalty: 5161.565430
	Iteration 67Q: 3 clusters Score -6704092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -6704083.000000 Penalty: 5161.565430
	Iteration 68Q: 3 clusters Score -6704083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -6704092.500000 Penalty: 5161.565430
	Iteration 69Q: 3 clusters Score -6704092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -6704095.000000 Penalty: 5161.565430
	Iteration 70Q: 3 clusters Score -6704095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -6704099.500000 Penalty: 5161.565430
	Iteration 71Q: 3 clusters Score -6704100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -6704099.000000 Penalty: 5161.565430
	Iteration 72Q: 3 clusters Score -6704099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -6704094.500000 Penalty: 5161.565430
	Iteration 73Q: 3 clusters Score -6704094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -6704102.500000 Penalty: 5161.565430
	Iteration 74Q: 3 clusters Score -6704102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6704098.500000 Penalty: 5161.565430
	Iteration 75Q: 3 clusters Score -6704098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -6704102.000000 Penalty: 5161.565430
	Iteration 76Q: 3 clusters Score -6704102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -6704097.000000 Penalty: 5161.565430
	Iteration 77Q: 3 clusters Score -6704097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -6704089.500000 Penalty: 5161.565430
	Iteration 78Q: 3 clusters Score -6704090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -6704101.500000 Penalty: 5161.565430
	Iteration 79Q: 3 clusters Score -6704102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -6704094.000000 Penalty: 5161.565430
	Iteration 80F: 3 clusters Score -6704094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -6704096.000000 Penalty: 5161.565430
	Iteration 81Q: 3 clusters Score -6704096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6704096.000000 Penalty: 5161.565430
	Iteration 82Q: 3 clusters Score -6704096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6704096.000000 Penalty: 5161.565430
	Iteration 83F: 3 clusters Score -6704096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 54655 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 5059 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 37590 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Entering Unmasked Estep 
Score: -177264672.000000 Penalty: 112422.390625
Splitting cluster 3 changes total score from -177258080.000000 to -177264672.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (54655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Entering Unmasked Estep 
Score: -11189585.000000 Penalty: 2705.381592
	Iteration 0F: 2 clusters Score -1.118958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -11177278.000000 Penalty: 5410.763184
	Iteration 0F: 3 clusters Score -1.117728e+07 nChanged 25284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -11191378.000000 Penalty: 5410.763184
	Iteration 1F: 3 clusters Score -1.119138e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -11191881.000000 Penalty: 5410.763184
	Iteration 2F: 3 clusters Score -1.119188e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -11192388.000000 Penalty: 5410.763184
	Iteration 3Q: 3 clusters Score -1.119239e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -11192780.000000 Penalty: 5410.763184
	Iteration 4Q: 3 clusters Score -1.119278e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -11193300.000000 Penalty: 5410.763184
	Iteration 5Q: 3 clusters Score -1.11933e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -11193912.000000 Penalty: 5410.763184
	Iteration 6Q: 3 clusters Score -1.119391e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -11194763.000000 Penalty: 5410.763184
	Iteration 7Q: 3 clusters Score -1.119476e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -11195846.000000 Penalty: 5410.763184
	Iteration 8Q: 3 clusters Score -1.119585e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -11197296.000000 Penalty: 5410.763184
	Iteration 9Q: 3 clusters Score -1.11973e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -11199337.000000 Penalty: 5410.763184
	Iteration 10F: 3 clusters Score -1.119934e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -11201300.000000 Penalty: 5410.763184
	Iteration 11F: 3 clusters Score -1.12013e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -11202592.000000 Penalty: 5410.763184
	Iteration 12F: 3 clusters Score -1.120259e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -11203175.000000 Penalty: 5410.763184
	Iteration 13Q: 3 clusters Score -1.120318e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -11203452.000000 Penalty: 5410.763184
	Iteration 14Q: 3 clusters Score -1.120345e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -11203635.000000 Penalty: 5410.763184
	Iteration 15Q: 3 clusters Score -1.120364e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -11203831.000000 Penalty: 5410.763184
	Iteration 16Q: 3 clusters Score -1.120383e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -11204038.000000 Penalty: 5410.763184
	Iteration 17Q: 3 clusters Score -1.120404e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -11204349.000000 Penalty: 5410.763184
	Iteration 18Q: 3 clusters Score -1.120435e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -11204477.000000 Penalty: 5410.763184
	Iteration 19Q: 3 clusters Score -1.120448e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -11204635.000000 Penalty: 5410.763184
	Iteration 20F: 3 clusters Score -1.120464e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -11204737.000000 Penalty: 5410.763184
	Iteration 21Q: 3 clusters Score -1.120474e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -11204805.000000 Penalty: 5410.763184
	Iteration 22Q: 3 clusters Score -1.12048e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -11204920.000000 Penalty: 5410.763184
	Iteration 23Q: 3 clusters Score -1.120492e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -11205047.000000 Penalty: 5410.763184
	Iteration 24Q: 3 clusters Score -1.120505e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -11204987.000000 Penalty: 5410.763184
	Iteration 25Q: 3 clusters Score -1.120499e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -11204943.000000 Penalty: 5410.763184
	Iteration 26Q: 3 clusters Score -1.120494e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -11204980.000000 Penalty: 5410.763184
	Iteration 27Q: 3 clusters Score -1.120498e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -11204943.000000 Penalty: 5410.763184
	Iteration 28Q: 3 clusters Score -1.120494e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11204923.000000 Penalty: 5410.763184
	Iteration 29Q: 3 clusters Score -1.120492e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -11204904.000000 Penalty: 5410.763184
	Iteration 30Q: 3 clusters Score -1.12049e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -11204831.000000 Penalty: 5410.763184
	Iteration 31Q: 3 clusters Score -1.120483e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -11204742.000000 Penalty: 5410.763184
	Iteration 32Q: 3 clusters Score -1.120474e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -11204747.000000 Penalty: 5410.763184
	Iteration 33Q: 3 clusters Score -1.120475e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -11204695.000000 Penalty: 5410.763184
	Iteration 34Q: 3 clusters Score -1.12047e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -11204665.000000 Penalty: 5410.763184
	Iteration 35Q: 3 clusters Score -1.120466e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -11204587.000000 Penalty: 5410.763184
	Iteration 36Q: 3 clusters Score -1.120459e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -11204506.000000 Penalty: 5410.763184
	Iteration 37Q: 3 clusters Score -1.120451e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -11204464.000000 Penalty: 5410.763184
	Iteration 38Q: 3 clusters Score -1.120446e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -11204359.000000 Penalty: 5410.763184
	Iteration 39Q: 3 clusters Score -1.120436e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -11204296.000000 Penalty: 5410.763184
	Iteration 40F: 3 clusters Score -1.12043e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -11204243.000000 Penalty: 5410.763184
	Iteration 41Q: 3 clusters Score -1.120424e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -11204196.000000 Penalty: 5410.763184
	Iteration 42Q: 3 clusters Score -1.12042e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -11204152.000000 Penalty: 5410.763184
	Iteration 43Q: 3 clusters Score -1.120415e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -11204119.000000 Penalty: 5410.763184
	Iteration 44Q: 3 clusters Score -1.120412e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -11204076.000000 Penalty: 5410.763184
	Iteration 45Q: 3 clusters Score -1.120408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -11204046.000000 Penalty: 5410.763184
	Iteration 46Q: 3 clusters Score -1.120405e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -11203972.000000 Penalty: 5410.763184
	Iteration 47Q: 3 clusters Score -1.120397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -11203952.000000 Penalty: 5410.763184
	Iteration 48Q: 3 clusters Score -1.120395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -11203942.000000 Penalty: 5410.763184
	Iteration 49Q: 3 clusters Score -1.120394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -11203969.000000 Penalty: 5410.763184
	Iteration 50Q: 3 clusters Score -1.120397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -11203979.000000 Penalty: 5410.763184
	Iteration 51Q: 3 clusters Score -1.120398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -11203965.000000 Penalty: 5410.763184
	Iteration 52Q: 3 clusters Score -1.120396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -11203938.000000 Penalty: 5410.763184
	Iteration 53Q: 3 clusters Score -1.120394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -11203892.000000 Penalty: 5410.763184
	Iteration 54Q: 3 clusters Score -1.120389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -11203896.000000 Penalty: 5410.763184
	Iteration 55Q: 3 clusters Score -1.12039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -11203883.000000 Penalty: 5410.763184
	Iteration 56Q: 3 clusters Score -1.120388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -11203894.000000 Penalty: 5410.763184
	Iteration 57Q: 3 clusters Score -1.120389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -11203884.000000 Penalty: 5410.763184
	Iteration 58Q: 3 clusters Score -1.120388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -11203862.000000 Penalty: 5410.763184
	Iteration 59Q: 3 clusters Score -1.120386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -11203835.000000 Penalty: 5410.763184
	Iteration 60F: 3 clusters Score -1.120384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -11203827.000000 Penalty: 5410.763184
	Iteration 61Q: 3 clusters Score -1.120383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -11203823.000000 Penalty: 5410.763184
	Iteration 62Q: 3 clusters Score -1.120382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -11203802.000000 Penalty: 5410.763184
	Iteration 63Q: 3 clusters Score -1.12038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -11203770.000000 Penalty: 5410.763184
	Iteration 64Q: 3 clusters Score -1.120377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -11203765.000000 Penalty: 5410.763184
	Iteration 65Q: 3 clusters Score -1.120376e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -11203721.000000 Penalty: 5410.763184
	Iteration 66Q: 3 clusters Score -1.120372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -11203690.000000 Penalty: 5410.763184
	Iteration 67Q: 3 clusters Score -1.120369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -11203675.000000 Penalty: 5410.763184
	Iteration 68Q: 3 clusters Score -1.120368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -11203633.000000 Penalty: 5410.763184
	Iteration 69Q: 3 clusters Score -1.120363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -11203594.000000 Penalty: 5410.763184
	Iteration 70Q: 3 clusters Score -1.120359e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -11203592.000000 Penalty: 5410.763184
	Iteration 71Q: 3 clusters Score -1.120359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -11203605.000000 Penalty: 5410.763184
	Iteration 72Q: 3 clusters Score -1.12036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -11203598.000000 Penalty: 5410.763184
	Iteration 73Q: 3 clusters Score -1.12036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -11203598.000000 Penalty: 5410.763184
	Iteration 74F: 3 clusters Score -1.12036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 5059 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 37590 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Entering Unmasked Estep 
Score: -177277840.000000 Penalty: 115829.132812
Splitting cluster 4 changes total score from -177258080.000000 to -177277840.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 5 (33614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Entering Unmasked Estep 
Score: -6440157.500000 Penalty: 2584.829102
	Iteration 0F: 2 clusters Score -6440158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -6420945.500000 Penalty: 5169.658203
	Iteration 0F: 3 clusters Score -6420946 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -6429383.000000 Penalty: 5169.658203
	Iteration 1F: 3 clusters Score -6429383 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -6430001.000000 Penalty: 5169.658203
	Iteration 2Q: 3 clusters Score -6430001 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -6430644.000000 Penalty: 5169.658203
	Iteration 3Q: 3 clusters Score -6430644 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -6431347.000000 Penalty: 5169.658203
	Iteration 4Q: 3 clusters Score -6431347 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6432034.000000 Penalty: 5169.658203
	Iteration 5F: 3 clusters Score -6432034 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -6432993.000000 Penalty: 5169.658203
	Iteration 6F: 3 clusters Score -6432993 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6434091.500000 Penalty: 5169.658203
	Iteration 7F: 3 clusters Score -6434092 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -6435367.000000 Penalty: 5169.658203
	Iteration 8F: 3 clusters Score -6435367 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -6436322.000000 Penalty: 5169.658203
	Iteration 9F: 3 clusters Score -6436322 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -6436716.000000 Penalty: 5169.658203
	Iteration 10Q: 3 clusters Score -6436716 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -6436854.500000 Penalty: 5169.658203
	Iteration 11Q: 3 clusters Score -6436854 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -6436987.500000 Penalty: 5169.658203
	Iteration 12Q: 3 clusters Score -6436988 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -6437073.500000 Penalty: 5169.658203
	Iteration 13Q: 3 clusters Score -6437074 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -6437168.500000 Penalty: 5169.658203
	Iteration 14Q: 3 clusters Score -6437168 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6437298.500000 Penalty: 5169.658203
	Iteration 15Q: 3 clusters Score -6437298 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -6437422.000000 Penalty: 5169.658203
	Iteration 16Q: 3 clusters Score -6437422 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -6437463.000000 Penalty: 5169.658203
	Iteration 17Q: 3 clusters Score -6437463 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -6437541.500000 Penalty: 5169.658203
	Iteration 18Q: 3 clusters Score -6437542 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -6437636.500000 Penalty: 5169.658203
	Iteration 19Q: 3 clusters Score -6437636 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -6437699.500000 Penalty: 5169.658203
	Iteration 20F: 3 clusters Score -6437700 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -6437804.500000 Penalty: 5169.658203
	Iteration 21Q: 3 clusters Score -6437804 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -6437865.000000 Penalty: 5169.658203
	Iteration 22Q: 3 clusters Score -6437865 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -6437905.500000 Penalty: 5169.658203
	Iteration 23Q: 3 clusters Score -6437906 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -6437942.000000 Penalty: 5169.658203
	Iteration 24Q: 3 clusters Score -6437942 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -6437988.000000 Penalty: 5169.658203
	Iteration 25Q: 3 clusters Score -6437988 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6437978.500000 Penalty: 5169.658203
	Iteration 26Q: 3 clusters Score -6437978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -6438005.500000 Penalty: 5169.658203
	Iteration 27Q: 3 clusters Score -6438006 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -6438009.000000 Penalty: 5169.658203
	Iteration 28Q: 3 clusters Score -6438009 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -6438019.500000 Penalty: 5169.658203
	Iteration 29Q: 3 clusters Score -6438020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -6438027.000000 Penalty: 5169.658203
	Iteration 30Q: 3 clusters Score -6438027 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6438059.000000 Penalty: 5169.658203
	Iteration 31Q: 3 clusters Score -6438059 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6438075.000000 Penalty: 5169.658203
	Iteration 32Q: 3 clusters Score -6438075 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6438077.000000 Penalty: 5169.658203
	Iteration 33Q: 3 clusters Score -6438077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -6438077.500000 Penalty: 5169.658203
	Iteration 34Q: 3 clusters Score -6438078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6438064.000000 Penalty: 5169.658203
	Iteration 35Q: 3 clusters Score -6438064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -6438069.500000 Penalty: 5169.658203
	Iteration 36Q: 3 clusters Score -6438070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -6438069.500000 Penalty: 5169.658203
	Iteration 37Q: 3 clusters Score -6438070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -6438088.000000 Penalty: 5169.658203
	Iteration 38Q: 3 clusters Score -6438088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -6438083.000000 Penalty: 5169.658203
	Iteration 39Q: 3 clusters Score -6438083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -6438100.500000 Penalty: 5169.658203
	Iteration 40F: 3 clusters Score -6438100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -6438093.500000 Penalty: 5169.658203
	Iteration 41Q: 3 clusters Score -6438094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -6438087.500000 Penalty: 5169.658203
	Iteration 42Q: 3 clusters Score -6438088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -6438086.500000 Penalty: 5169.658203
	Iteration 43Q: 3 clusters Score -6438086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -6438084.500000 Penalty: 5169.658203
	Iteration 44Q: 3 clusters Score -6438084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6438082.500000 Penalty: 5169.658203
	Iteration 45Q: 3 clusters Score -6438082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -6438084.500000 Penalty: 5169.658203
	Iteration 46Q: 3 clusters Score -6438084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -6438080.500000 Penalty: 5169.658203
	Iteration 47Q: 3 clusters Score -6438080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6438078.000000 Penalty: 5169.658203
	Iteration 48Q: 3 clusters Score -6438078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -6438075.000000 Penalty: 5169.658203
	Iteration 49Q: 3 clusters Score -6438075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -6438064.000000 Penalty: 5169.658203
	Iteration 50Q: 3 clusters Score -6438064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -6438074.000000 Penalty: 5169.658203
	Iteration 51Q: 3 clusters Score -6438074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -6438071.000000 Penalty: 5169.658203
	Iteration 52Q: 3 clusters Score -6438071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -6438069.500000 Penalty: 5169.658203
	Iteration 53Q: 3 clusters Score -6438070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -6438064.000000 Penalty: 5169.658203
	Iteration 54Q: 3 clusters Score -6438064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6438071.000000 Penalty: 5169.658203
	Iteration 55Q: 3 clusters Score -6438071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -6438076.500000 Penalty: 5169.658203
	Iteration 56Q: 3 clusters Score -6438076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -6438075.500000 Penalty: 5169.658203
	Iteration 57Q: 3 clusters Score -6438076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -6438085.000000 Penalty: 5169.658203
	Iteration 58Q: 3 clusters Score -6438085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -6438076.000000 Penalty: 5169.658203
	Iteration 59Q: 3 clusters Score -6438076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6438071.500000 Penalty: 5169.658203
	Iteration 60F: 3 clusters Score -6438072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -6438076.000000 Penalty: 5169.658203
	Iteration 61Q: 3 clusters Score -6438076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -6438070.500000 Penalty: 5169.658203
	Iteration 62Q: 3 clusters Score -6438070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6438084.000000 Penalty: 5169.658203
	Iteration 63Q: 3 clusters Score -6438084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -6438096.500000 Penalty: 5169.658203
	Iteration 64Q: 3 clusters Score -6438096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -6438093.000000 Penalty: 5169.658203
	Iteration 65Q: 3 clusters Score -6438093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -6438088.500000 Penalty: 5169.658203
	Iteration 66Q: 3 clusters Score -6438088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -6438094.500000 Penalty: 5169.658203
	Iteration 67Q: 3 clusters Score -6438094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -6438094.000000 Penalty: 5169.658203
	Iteration 68Q: 3 clusters Score -6438094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6438098.000000 Penalty: 5169.658203
	Iteration 69Q: 3 clusters Score -6438098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -6438100.500000 Penalty: 5169.658203
	Iteration 70Q: 3 clusters Score -6438100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -6438093.000000 Penalty: 5169.658203
	Iteration 71Q: 3 clusters Score -6438093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6438108.000000 Penalty: 5169.658203
	Iteration 72Q: 3 clusters Score -6438108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -6438111.000000 Penalty: 5169.658203
	Iteration 73Q: 3 clusters Score -6438111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -6438104.000000 Penalty: 5169.658203
	Iteration 74Q: 3 clusters Score -6438104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -6438112.000000 Penalty: 5169.658203
	Iteration 75Q: 3 clusters Score -6438112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -6438109.500000 Penalty: 5169.658203
	Iteration 76Q: 3 clusters Score -6438110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6438114.000000 Penalty: 5169.658203
	Iteration 77Q: 3 clusters Score -6438114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -6438113.500000 Penalty: 5169.658203
	Iteration 78Q: 3 clusters Score -6438114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6438113.500000 Penalty: 5169.658203
	Iteration 79Q: 3 clusters Score -6438114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6438112.000000 Penalty: 5169.658203
	Iteration 80F: 3 clusters Score -6438112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -6438111.000000 Penalty: 5169.658203
	Iteration 81Q: 3 clusters Score -6438111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6438109.500000 Penalty: 5169.658203
	Iteration 82Q: 3 clusters Score -6438110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -6438114.000000 Penalty: 5169.658203
	Iteration 83Q: 3 clusters Score -6438114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -6438111.500000 Penalty: 5169.658203
	Iteration 84Q: 3 clusters Score -6438112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -6438111.500000 Penalty: 5169.658203
	Iteration 85Q: 3 clusters Score -6438112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -6438113.500000 Penalty: 5169.658203
	Iteration 86Q: 3 clusters Score -6438114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -6438117.000000 Penalty: 5169.658203
	Iteration 87Q: 3 clusters Score -6438117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6438123.000000 Penalty: 5169.658203
	Iteration 88Q: 3 clusters Score -6438123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -6438115.000000 Penalty: 5169.658203
	Iteration 89Q: 3 clusters Score -6438115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -6438118.500000 Penalty: 5169.658203
	Iteration 90Q: 3 clusters Score -6438118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -6438120.000000 Penalty: 5169.658203
	Iteration 91Q: 3 clusters Score -6438120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -6438114.000000 Penalty: 5169.658203
	Iteration 92Q: 3 clusters Score -6438114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -6438113.500000 Penalty: 5169.658203
	Iteration 93Q: 3 clusters Score -6438114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -6438119.500000 Penalty: 5169.658203
	Iteration 94Q: 3 clusters Score -6438120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6438113.500000 Penalty: 5169.658203
	Iteration 95Q: 3 clusters Score -6438114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6438114.500000 Penalty: 5169.658203
	Iteration 96Q: 3 clusters Score -6438114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -6438107.000000 Penalty: 5169.658203
	Iteration 97Q: 3 clusters Score -6438107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -6438123.500000 Penalty: 5169.658203
	Iteration 98Q: 3 clusters Score -6438124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -6438109.000000 Penalty: 5169.658203
	Iteration 99Q: 3 clusters Score -6438109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6438110.500000 Penalty: 5169.658203
	Iteration 100F: 3 clusters Score -6438110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -6438115.500000 Penalty: 5169.658203
	Iteration 101Q: 3 clusters Score -6438116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -6438112.000000 Penalty: 5169.658203
	Iteration 102Q: 3 clusters Score -6438112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6438112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -6438111.500000 Penalty: 5169.658203
	Iteration 104F: 3 clusters Score -6438112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -932080.625000 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -932080.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -927537.437500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -927537.4 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -928895.625000 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -928895.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -929371.437500 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -929371.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -929884.312500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -929884.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -930485.750000 Penalty: 4230.346191
	Iteration 4F: 3 clusters Score -930485.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -931095.437500 Penalty: 4230.346191
	Iteration 5F: 3 clusters Score -931095.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -931581.062500 Penalty: 4230.346191
	Iteration 6F: 3 clusters Score -931581.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -931904.375000 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -931904.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -932139.875000 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -932139.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -932322.875000 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -932322.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -932424.625000 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -932424.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -932477.000000 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -932477 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -932509.937500 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -932509.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -932538.750000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -932538.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -932553.375000 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -932553.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -932565.687500 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -932565.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -932577.375000 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -932577.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -932583.750000 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -932583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -932589.437500 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -932589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -932597.750000 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -932597.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -932602.250000 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -932602.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -932604.750000 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -932604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -932609.125000 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -932609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -932608.750000 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -932608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -932611.562500 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -932611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -932614.625000 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -932614.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -932613.562500 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -932613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -932614.187500 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -932614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -932614.187500 Penalty: 4230.346191
	Iteration 28F: 3 clusters Score -932614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 36575 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 37590 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Entering Unmasked Estep 
Score: -177277264.000000 Penalty: 119235.875000
Splitting cluster 6 changes total score from -177258080.000000 to -177277264.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 7 (49007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Entering Unmasked Estep 
Score: -9086908.000000 Penalty: 2678.330322
	Iteration 0F: 2 clusters Score -9086908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -9057002.000000 Penalty: 5356.660645
	Iteration 0F: 3 clusters Score -9057002 nChanged 22402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -9069239.000000 Penalty: 5356.660645
	Iteration 1F: 3 clusters Score -9069239 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -9069758.000000 Penalty: 5356.660645
	Iteration 2Q: 3 clusters Score -9069758 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -9070253.000000 Penalty: 5356.660645
	Iteration 3Q: 3 clusters Score -9070253 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -9070819.000000 Penalty: 5356.660645
	Iteration 4Q: 3 clusters Score -9070819 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9071502.000000 Penalty: 5356.660645
	Iteration 5Q: 3 clusters Score -9071502 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -9072325.000000 Penalty: 5356.660645
	Iteration 6Q: 3 clusters Score -9072325 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -9073408.000000 Penalty: 5356.660645
	Iteration 7Q: 3 clusters Score -9073408 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -9074848.000000 Penalty: 5356.660645
	Iteration 8F: 3 clusters Score -9074848 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -9076616.000000 Penalty: 5356.660645
	Iteration 9F: 3 clusters Score -9076616 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9078393.000000 Penalty: 5356.660645
	Iteration 10F: 3 clusters Score -9078393 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -9079813.000000 Penalty: 5356.660645
	Iteration 11Q: 3 clusters Score -9079813 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9080593.000000 Penalty: 5356.660645
	Iteration 12Q: 3 clusters Score -9080593 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -9080931.000000 Penalty: 5356.660645
	Iteration 13Q: 3 clusters Score -9080931 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -9081028.000000 Penalty: 5356.660645
	Iteration 14Q: 3 clusters Score -9081028 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -9081102.000000 Penalty: 5356.660645
	Iteration 15Q: 3 clusters Score -9081102 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -9081136.000000 Penalty: 5356.660645
	Iteration 16Q: 3 clusters Score -9081136 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -9081187.000000 Penalty: 5356.660645
	Iteration 17Q: 3 clusters Score -9081187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -9081206.000000 Penalty: 5356.660645
	Iteration 18Q: 3 clusters Score -9081206 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -9081221.000000 Penalty: 5356.660645
	Iteration 19Q: 3 clusters Score -9081221 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -9081266.000000 Penalty: 5356.660645
	Iteration 20F: 3 clusters Score -9081266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -9081319.000000 Penalty: 5356.660645
	Iteration 21Q: 3 clusters Score -9081319 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9081313.000000 Penalty: 5356.660645
	Iteration 22Q: 3 clusters Score -9081313 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -9081320.000000 Penalty: 5356.660645
	Iteration 23Q: 3 clusters Score -9081320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -9081317.000000 Penalty: 5356.660645
	Iteration 24Q: 3 clusters Score -9081317 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9081333.000000 Penalty: 5356.660645
	Iteration 25Q: 3 clusters Score -9081333 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -9081318.000000 Penalty: 5356.660645
	Iteration 26Q: 3 clusters Score -9081318 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9081355.000000 Penalty: 5356.660645
	Iteration 27Q: 3 clusters Score -9081355 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9081361.000000 Penalty: 5356.660645
	Iteration 28Q: 3 clusters Score -9081361 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -9081383.000000 Penalty: 5356.660645
	Iteration 29Q: 3 clusters Score -9081383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9081379.000000 Penalty: 5356.660645
	Iteration 30Q: 3 clusters Score -9081379 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9081375.000000 Penalty: 5356.660645
	Iteration 31Q: 3 clusters Score -9081375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -9081385.000000 Penalty: 5356.660645
	Iteration 32Q: 3 clusters Score -9081385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -9081394.000000 Penalty: 5356.660645
	Iteration 33Q: 3 clusters Score -9081394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -9081401.000000 Penalty: 5356.660645
	Iteration 34Q: 3 clusters Score -9081401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -9081414.000000 Penalty: 5356.660645
	Iteration 35Q: 3 clusters Score -9081414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -9081410.000000 Penalty: 5356.660645
	Iteration 36Q: 3 clusters Score -9081410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -9081405.000000 Penalty: 5356.660645
	Iteration 37Q: 3 clusters Score -9081405 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9081388.000000 Penalty: 5356.660645
	Iteration 38Q: 3 clusters Score -9081388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -9081392.000000 Penalty: 5356.660645
	Iteration 39Q: 3 clusters Score -9081392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -9081395.000000 Penalty: 5356.660645
	Iteration 40F: 3 clusters Score -9081395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -9081402.000000 Penalty: 5356.660645
	Iteration 41Q: 3 clusters Score -9081402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -9081392.000000 Penalty: 5356.660645
	Iteration 42Q: 3 clusters Score -9081392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -9081405.000000 Penalty: 5356.660645
	Iteration 43Q: 3 clusters Score -9081405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -9081389.000000 Penalty: 5356.660645
	Iteration 44Q: 3 clusters Score -9081389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -9081391.000000 Penalty: 5356.660645
	Iteration 45Q: 3 clusters Score -9081391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9081388.000000 Penalty: 5356.660645
	Iteration 46Q: 3 clusters Score -9081388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -9081381.000000 Penalty: 5356.660645
	Iteration 47Q: 3 clusters Score -9081381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -9081380.000000 Penalty: 5356.660645
	Iteration 48Q: 3 clusters Score -9081380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9081386.000000 Penalty: 5356.660645
	Iteration 49Q: 3 clusters Score -9081386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9081385.000000 Penalty: 5356.660645
	Iteration 50Q: 3 clusters Score -9081385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -9081381.000000 Penalty: 5356.660645
	Iteration 51Q: 3 clusters Score -9081381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -9081377.000000 Penalty: 5356.660645
	Iteration 52Q: 3 clusters Score -9081377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -9081378.000000 Penalty: 5356.660645
	Iteration 53Q: 3 clusters Score -9081378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -9081387.000000 Penalty: 5356.660645
	Iteration 54Q: 3 clusters Score -9081387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -9081374.000000 Penalty: 5356.660645
	Iteration 55Q: 3 clusters Score -9081374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9081375.000000 Penalty: 5356.660645
	Iteration 56Q: 3 clusters Score -9081375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -9081371.000000 Penalty: 5356.660645
	Iteration 57Q: 3 clusters Score -9081371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -9081363.000000 Penalty: 5356.660645
	Iteration 58Q: 3 clusters Score -9081363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9081360.000000 Penalty: 5356.660645
	Iteration 59Q: 3 clusters Score -9081360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -9081353.000000 Penalty: 5356.660645
	Iteration 60F: 3 clusters Score -9081353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -9081348.000000 Penalty: 5356.660645
	Iteration 61Q: 3 clusters Score -9081348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -9081345.000000 Penalty: 5356.660645
	Iteration 62Q: 3 clusters Score -9081345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -9081344.000000 Penalty: 5356.660645
	Iteration 63Q: 3 clusters Score -9081344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9081352.000000 Penalty: 5356.660645
	Iteration 64Q: 3 clusters Score -9081352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -9081360.000000 Penalty: 5356.660645
	Iteration 65Q: 3 clusters Score -9081360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -9081362.000000 Penalty: 5356.660645
	Iteration 66Q: 3 clusters Score -9081362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -9081361.000000 Penalty: 5356.660645
	Iteration 67Q: 3 clusters Score -9081361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -9081350.000000 Penalty: 5356.660645
	Iteration 68Q: 3 clusters Score -9081350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9081338.000000 Penalty: 5356.660645
	Iteration 69Q: 3 clusters Score -9081338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -9081341.000000 Penalty: 5356.660645
	Iteration 70Q: 3 clusters Score -9081341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -9081344.000000 Penalty: 5356.660645
	Iteration 71Q: 3 clusters Score -9081344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -9081347.000000 Penalty: 5356.660645
	Iteration 72Q: 3 clusters Score -9081347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -9081327.000000 Penalty: 5356.660645
	Iteration 73Q: 3 clusters Score -9081327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -9081334.000000 Penalty: 5356.660645
	Iteration 74Q: 3 clusters Score -9081334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9081321.000000 Penalty: 5356.660645
	Iteration 75Q: 3 clusters Score -9081321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -9081313.000000 Penalty: 5356.660645
	Iteration 76Q: 3 clusters Score -9081313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -9081317.000000 Penalty: 5356.660645
	Iteration 77Q: 3 clusters Score -9081317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -9081293.000000 Penalty: 5356.660645
	Iteration 78Q: 3 clusters Score -9081293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -9081302.000000 Penalty: 5356.660645
	Iteration 79Q: 3 clusters Score -9081302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -9081307.000000 Penalty: 5356.660645
	Iteration 80F: 3 clusters Score -9081307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -9081303.000000 Penalty: 5356.660645
	Iteration 81Q: 3 clusters Score -9081303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -9081294.000000 Penalty: 5356.660645
	Iteration 82Q: 3 clusters Score -9081294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -9081293.000000 Penalty: 5356.660645
	Iteration 83Q: 3 clusters Score -9081293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -9081310.000000 Penalty: 5356.660645
	Iteration 84Q: 3 clusters Score -9081310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -9081300.000000 Penalty: 5356.660645
	Iteration 85Q: 3 clusters Score -9081300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -9081292.000000 Penalty: 5356.660645
	Iteration 86Q: 3 clusters Score -9081292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -9081286.000000 Penalty: 5356.660645
	Iteration 87Q: 3 clusters Score -9081286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -9081278.000000 Penalty: 5356.660645
	Iteration 88Q: 3 clusters Score -9081278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -9081266.000000 Penalty: 5356.660645
	Iteration 89Q: 3 clusters Score -9081266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -9081264.000000 Penalty: 5356.660645
	Iteration 90Q: 3 clusters Score -9081264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -9081261.000000 Penalty: 5356.660645
	Iteration 91Q: 3 clusters Score -9081261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -9081271.000000 Penalty: 5356.660645
	Iteration 92Q: 3 clusters Score -9081271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -9081269.000000 Penalty: 5356.660645
	Iteration 93Q: 3 clusters Score -9081269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9081267.000000 Penalty: 5356.660645
	Iteration 94Q: 3 clusters Score -9081267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -9081276.000000 Penalty: 5356.660645
	Iteration 95Q: 3 clusters Score -9081276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -9081296.000000 Penalty: 5356.660645
	Iteration 96Q: 3 clusters Score -9081296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -9081284.000000 Penalty: 5356.660645
	Iteration 97Q: 3 clusters Score -9081284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -9081290.000000 Penalty: 5356.660645
	Iteration 98Q: 3 clusters Score -9081290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -9081285.000000 Penalty: 5356.660645
	Iteration 99Q: 3 clusters Score -9081285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -9081293.000000 Penalty: 5356.660645
	Iteration 100F: 3 clusters Score -9081293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9081291.000000 Penalty: 5356.660645
	Iteration 101Q: 3 clusters Score -9081291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -9081283.000000 Penalty: 5356.660645
	Iteration 102Q: 3 clusters Score -9081283 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9081264.000000 Penalty: 5356.660645
	Iteration 103Q: 3 clusters Score -9081264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -9081253.000000 Penalty: 5356.660645
	Iteration 104Q: 3 clusters Score -9081253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -9081260.000000 Penalty: 5356.660645
	Iteration 105Q: 3 clusters Score -9081260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9081224.000000 Penalty: 5356.660645
	Iteration 106Q: 3 clusters Score -9081224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -9081213.000000 Penalty: 5356.660645
	Iteration 107Q: 3 clusters Score -9081213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9081184.000000 Penalty: 5356.660645
	Iteration 108Q: 3 clusters Score -9081184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -9081189.000000 Penalty: 5356.660645
	Iteration 109Q: 3 clusters Score -9081189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9081171.000000 Penalty: 5356.660645
	Iteration 110Q: 3 clusters Score -9081171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -9081160.000000 Penalty: 5356.660645
	Iteration 111Q: 3 clusters Score -9081160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -9081160.000000 Penalty: 5356.660645
	Iteration 112Q: 3 clusters Score -9081160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -9081163.000000 Penalty: 5356.660645
	Iteration 113Q: 3 clusters Score -9081163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -9081157.000000 Penalty: 5356.660645
	Iteration 114Q: 3 clusters Score -9081157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -9081150.000000 Penalty: 5356.660645
	Iteration 115Q: 3 clusters Score -9081150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -9081150.000000 Penalty: 5356.660645
	Iteration 116Q: 3 clusters Score -9081150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -9081163.000000 Penalty: 5356.660645
	Iteration 117Q: 3 clusters Score -9081163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9081154.000000 Penalty: 5356.660645
	Iteration 118Q: 3 clusters Score -9081154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -9081141.000000 Penalty: 5356.660645
	Iteration 119Q: 3 clusters Score -9081141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -9081140.000000 Penalty: 5356.660645
	Iteration 120F: 3 clusters Score -9081140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -9081125.000000 Penalty: 5356.660645
	Iteration 121Q: 3 clusters Score -9081125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -9081127.000000 Penalty: 5356.660645
	Iteration 122Q: 3 clusters Score -9081127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -9081119.000000 Penalty: 5356.660645
	Iteration 123Q: 3 clusters Score -9081119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -9081118.000000 Penalty: 5356.660645
	Iteration 124Q: 3 clusters Score -9081118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -9081117.000000 Penalty: 5356.660645
	Iteration 125Q: 3 clusters Score -9081117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -9081118.000000 Penalty: 5356.660645
	Iteration 126Q: 3 clusters Score -9081118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -9081116.000000 Penalty: 5356.660645
	Iteration 127Q: 3 clusters Score -9081116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -9081111.000000 Penalty: 5356.660645
	Iteration 128Q: 3 clusters Score -9081111 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -9081100.000000 Penalty: 5356.660645
	Iteration 129Q: 3 clusters Score -9081100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -9081104.000000 Penalty: 5356.660645
	Iteration 130Q: 3 clusters Score -9081104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -9081114.000000 Penalty: 5356.660645
	Iteration 131Q: 3 clusters Score -9081114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -9081112.000000 Penalty: 5356.660645
	Iteration 132Q: 3 clusters Score -9081112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -9081127.000000 Penalty: 5356.660645
	Iteration 133Q: 3 clusters Score -9081127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -9081109.000000 Penalty: 5356.660645
	Iteration 134Q: 3 clusters Score -9081109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -9081113.000000 Penalty: 5356.660645
	Iteration 135Q: 3 clusters Score -9081113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -9081116.000000 Penalty: 5356.660645
	Iteration 136Q: 3 clusters Score -9081116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -9081101.000000 Penalty: 5356.660645
	Iteration 137Q: 3 clusters Score -9081101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -9081109.000000 Penalty: 5356.660645
	Iteration 138Q: 3 clusters Score -9081109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -9081103.000000 Penalty: 5356.660645
	Iteration 139Q: 3 clusters Score -9081103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9081105.000000 Penalty: 5356.660645
	Iteration 140F: 3 clusters Score -9081105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -9081117.000000 Penalty: 5356.660645
	Iteration 141Q: 3 clusters Score -9081117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -9081108.000000 Penalty: 5356.660645
	Iteration 142Q: 3 clusters Score -9081108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -9081105.000000 Penalty: 5356.660645
	Iteration 143Q: 3 clusters Score -9081105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -9081116.000000 Penalty: 5356.660645
	Iteration 144Q: 3 clusters Score -9081116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -9081102.000000 Penalty: 5356.660645
	Iteration 145Q: 3 clusters Score -9081102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9081102.000000 Penalty: 5356.660645
	Iteration 146Q: 3 clusters Score -9081102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -9081106.000000 Penalty: 5356.660645
	Iteration 147Q: 3 clusters Score -9081106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -9081083.000000 Penalty: 5356.660645
	Iteration 148Q: 3 clusters Score -9081083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -9081087.000000 Penalty: 5356.660645
	Iteration 149Q: 3 clusters Score -9081087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -9081089.000000 Penalty: 5356.660645
	Iteration 150Q: 3 clusters Score -9081089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -9081087.000000 Penalty: 5356.660645
	Iteration 151Q: 3 clusters Score -9081087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -9081083.000000 Penalty: 5356.660645
	Iteration 152Q: 3 clusters Score -9081083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -9081085.000000 Penalty: 5356.660645
	Iteration 153Q: 3 clusters Score -9081085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -9081110.000000 Penalty: 5356.660645
	Iteration 154Q: 3 clusters Score -9081110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -9081122.000000 Penalty: 5356.660645
	Iteration 155Q: 3 clusters Score -9081122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -9081123.000000 Penalty: 5356.660645
	Iteration 156Q: 3 clusters Score -9081123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -9081108.000000 Penalty: 5356.660645
	Iteration 157Q: 3 clusters Score -9081108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -9081091.000000 Penalty: 5356.660645
	Iteration 158Q: 3 clusters Score -9081091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9081109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -9081109.000000 Penalty: 5356.660645
	Iteration 160F: 3 clusters Score -9081109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -9081092.000000 Penalty: 5356.660645
	Iteration 161Q: 3 clusters Score -9081092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -9081102.000000 Penalty: 5356.660645
	Iteration 162Q: 3 clusters Score -9081102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -9081071.000000 Penalty: 5356.660645
	Iteration 163Q: 3 clusters Score -9081071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -9081121.000000 Penalty: 5356.660645
	Iteration 164Q: 3 clusters Score -9081121 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -9081123.000000 Penalty: 5356.660645
	Iteration 165Q: 3 clusters Score -9081123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -9081118.000000 Penalty: 5356.660645
	Iteration 166Q: 3 clusters Score -9081118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -9081116.000000 Penalty: 5356.660645
	Iteration 167Q: 3 clusters Score -9081116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -9081099.000000 Penalty: 5356.660645
	Iteration 168Q: 3 clusters Score -9081099 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -9081120.000000 Penalty: 5356.660645
	Iteration 169Q: 3 clusters Score -9081120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -9081119.000000 Penalty: 5356.660645
	Iteration 170Q: 3 clusters Score -9081119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -9081105.000000 Penalty: 5356.660645
	Iteration 171Q: 3 clusters Score -9081105 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9081111 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -9081119.000000 Penalty: 5356.660645
	Iteration 173Q: 3 clusters Score -9081119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -9081112.000000 Penalty: 5356.660645
	Iteration 174Q: 3 clusters Score -9081112 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -9081109.000000 Penalty: 5356.660645
	Iteration 175Q: 3 clusters Score -9081109 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -9081100.000000 Penalty: 5356.660645
	Iteration 176Q: 3 clusters Score -9081100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9081121.000000 Penalty: 5356.660645
	Iteration 177Q: 3 clusters Score -9081121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -9081141.000000 Penalty: 5356.660645
	Iteration 178Q: 3 clusters Score -9081141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -9081130.000000 Penalty: 5356.660645
	Iteration 179Q: 3 clusters Score -9081130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -9081122.000000 Penalty: 5356.660645
	Iteration 180F: 3 clusters Score -9081122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9081101 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9081100 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -9081102.000000 Penalty: 5356.660645
	Iteration 183Q: 3 clusters Score -9081102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -9081112.000000 Penalty: 5356.660645
	Iteration 184Q: 3 clusters Score -9081112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -9081095.000000 Penalty: 5356.660645
	Iteration 185Q: 3 clusters Score -9081095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -9081122.000000 Penalty: 5356.660645
	Iteration 186Q: 3 clusters Score -9081122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -9081125.000000 Penalty: 5356.660645
	Iteration 187Q: 3 clusters Score -9081125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -9081114.000000 Penalty: 5356.660645
	Iteration 188Q: 3 clusters Score -9081114 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -9081146.000000 Penalty: 5356.660645
	Iteration 189Q: 3 clusters Score -9081146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -9081140.000000 Penalty: 5356.660645
	Iteration 190Q: 3 clusters Score -9081140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -9081148.000000 Penalty: 5356.660645
	Iteration 191Q: 3 clusters Score -9081148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -9081148.000000 Penalty: 5356.660645
	Iteration 192Q: 3 clusters Score -9081148 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9081166.000000 Penalty: 5356.660645
	Iteration 193Q: 3 clusters Score -9081166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -9081163.000000 Penalty: 5356.660645
	Iteration 194Q: 3 clusters Score -9081163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -9081204.000000 Penalty: 5356.660645
	Iteration 195Q: 3 clusters Score -9081204 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -9081208.000000 Penalty: 5356.660645
	Iteration 196Q: 3 clusters Score -9081208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -9081205.000000 Penalty: 5356.660645
	Iteration 197Q: 3 clusters Score -9081205 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -9081231.000000 Penalty: 5356.660645
	Iteration 198Q: 3 clusters Score -9081231 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -9081242.000000 Penalty: 5356.660645
	Iteration 199Q: 3 clusters Score -9081242 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -9081289.000000 Penalty: 5356.660645
	Iteration 200F: 3 clusters Score -9081289 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9081262.000000 Penalty: 5356.660645
	Iteration 201Q: 3 clusters Score -9081262 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9081263 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9081259.000000 Penalty: 5356.660645
	Iteration 203Q: 3 clusters Score -9081259 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -9081273.000000 Penalty: 5356.660645
	Iteration 204Q: 3 clusters Score -9081273 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -9081304.000000 Penalty: 5356.660645
	Iteration 205Q: 3 clusters Score -9081304 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -9081334.000000 Penalty: 5356.660645
	Iteration 206Q: 3 clusters Score -9081334 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -9081352.000000 Penalty: 5356.660645
	Iteration 207Q: 3 clusters Score -9081352 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -9081363.000000 Penalty: 5356.660645
	Iteration 208Q: 3 clusters Score -9081363 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -9081405.000000 Penalty: 5356.660645
	Iteration 209Q: 3 clusters Score -9081405 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9081387.000000 Penalty: 5356.660645
	Iteration 210Q: 3 clusters Score -9081387 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -9081407.000000 Penalty: 5356.660645
	Iteration 211Q: 3 clusters Score -9081407 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9081405 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -9081414.000000 Penalty: 5356.660645
	Iteration 213Q: 3 clusters Score -9081414 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -9081466.000000 Penalty: 5356.660645
	Iteration 214Q: 3 clusters Score -9081466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -9081510.000000 Penalty: 5356.660645
	Iteration 215Q: 3 clusters Score -9081510 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -9081516.000000 Penalty: 5356.660645
	Iteration 216Q: 3 clusters Score -9081516 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -9081531.000000 Penalty: 5356.660645
	Iteration 217Q: 3 clusters Score -9081531 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9081566 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -9081612.000000 Penalty: 5356.660645
	Iteration 219Q: 3 clusters Score -9081612 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9081649.000000 Penalty: 5356.660645
	Iteration 220F: 3 clusters Score -9081649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -9081683.000000 Penalty: 5356.660645
	Iteration 221Q: 3 clusters Score -9081683 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -9081724.000000 Penalty: 5356.660645
	Iteration 222Q: 3 clusters Score -9081724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -9081751.000000 Penalty: 5356.660645
	Iteration 223Q: 3 clusters Score -9081751 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -9081785.000000 Penalty: 5356.660645
	Iteration 224Q: 3 clusters Score -9081785 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9081806.000000 Penalty: 5356.660645
	Iteration 225Q: 3 clusters Score -9081806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -9081822.000000 Penalty: 5356.660645
	Iteration 226Q: 3 clusters Score -9081822 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -9081823.000000 Penalty: 5356.660645
	Iteration 227Q: 3 clusters Score -9081823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -9081831.000000 Penalty: 5356.660645
	Iteration 228Q: 3 clusters Score -9081831 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -9081868.000000 Penalty: 5356.660645
	Iteration 229Q: 3 clusters Score -9081868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -9081886.000000 Penalty: 5356.660645
	Iteration 230Q: 3 clusters Score -9081886 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -9081891.000000 Penalty: 5356.660645
	Iteration 231Q: 3 clusters Score -9081891 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -9081918.000000 Penalty: 5356.660645
	Iteration 232Q: 3 clusters Score -9081918 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -9082002.000000 Penalty: 5356.660645
	Iteration 233Q: 3 clusters Score -9082002 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -9082022.000000 Penalty: 5356.660645
	Iteration 234Q: 3 clusters Score -9082022 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9082070.000000 Penalty: 5356.660645
	Iteration 235Q: 3 clusters Score -9082070 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9082095 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -9082133.000000 Penalty: 5356.660645
	Iteration 237Q: 3 clusters Score -9082133 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -9082194.000000 Penalty: 5356.660645
	Iteration 238Q: 3 clusters Score -9082194 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -9082240.000000 Penalty: 5356.660645
	Iteration 239Q: 3 clusters Score -9082240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -9082304.000000 Penalty: 5356.660645
	Iteration 240F: 3 clusters Score -9082304 nChanged 466
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -9082400.000000 Penalty: 5356.660645
	Iteration 241Q: 3 clusters Score -9082400 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -9082473 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -9082625.000000 Penalty: 5356.660645
	Iteration 243Q: 3 clusters Score -9082625 nChanged 628
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9082776 nChanged 704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9082978 nChanged 780
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -9083204.000000 Penalty: 5356.660645
	Iteration 246Q: 3 clusters Score -9083204 nChanged 789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -9083416.000000 Penalty: 5356.660645
	Iteration 247Q: 3 clusters Score -9083416 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9083749 nChanged 939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -9084101.000000 Penalty: 5356.660645
	Iteration 249Q: 3 clusters Score -9084101 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9084565 nChanged 901
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9084966 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -9085306.000000 Penalty: 5356.660645
	Iteration 252Q: 3 clusters Score -9085306 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -9085601.000000 Penalty: 5356.660645
	Iteration 253Q: 3 clusters Score -9085601 nChanged 647
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -9085819.000000 Penalty: 5356.660645
	Iteration 254Q: 3 clusters Score -9085819 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -9086015.000000 Penalty: 5356.660645
	Iteration 255Q: 3 clusters Score -9086015 nChanged 509
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -9086134.000000 Penalty: 5356.660645
	Iteration 256Q: 3 clusters Score -9086134 nChanged 479
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Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -9086288 nChanged 400
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Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9086387 nChanged 374
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Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -9086430.000000 Penalty: 5356.660645
	Iteration 259Q: 3 clusters Score -9086430 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -9086563.000000 Penalty: 5356.660645
	Iteration 260F: 3 clusters Score -9086563 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -9086700.000000 Penalty: 5356.660645
	Iteration 261Q: 3 clusters Score -9086700 nChanged 334
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Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -9086752 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -9086811.000000 Penalty: 5356.660645
	Iteration 263Q: 3 clusters Score -9086811 nChanged 238
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Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -9086845.000000 Penalty: 5356.660645
	Iteration 264Q: 3 clusters Score -9086845 nChanged 205
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Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -9086852 nChanged 196
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Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9086918 nChanged 152
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Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9086999 nChanged 160
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Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -9087056.000000 Penalty: 5356.660645
	Iteration 268Q: 3 clusters Score -9087056 nChanged 168
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Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9087111 nChanged 170
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Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -9087090 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9087049.000000 Penalty: 5356.660645
	Iteration 271Q: 3 clusters Score -9087049 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9087040.000000 Penalty: 5356.660645
	Iteration 272Q: 3 clusters Score -9087040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9087008.000000 Penalty: 5356.660645
	Iteration 273Q: 3 clusters Score -9087008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9086967.000000 Penalty: 5356.660645
	Iteration 274Q: 3 clusters Score -9086967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9086895.000000 Penalty: 5356.660645
	Iteration 275Q: 3 clusters Score -9086895 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9086877.000000 Penalty: 5356.660645
	Iteration 276Q: 3 clusters Score -9086877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9086790.000000 Penalty: 5356.660645
	Iteration 277Q: 3 clusters Score -9086790 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9086743.000000 Penalty: 5356.660645
	Iteration 278Q: 3 clusters Score -9086743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9086667.000000 Penalty: 5356.660645
	Iteration 279Q: 3 clusters Score -9086667 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9086610.000000 Penalty: 5356.660645
	Iteration 280F: 3 clusters Score -9086610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9086557.000000 Penalty: 5356.660645
	Iteration 281Q: 3 clusters Score -9086557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9086476.000000 Penalty: 5356.660645
	Iteration 282Q: 3 clusters Score -9086476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9086440.000000 Penalty: 5356.660645
	Iteration 283Q: 3 clusters Score -9086440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9086413.000000 Penalty: 5356.660645
	Iteration 284Q: 3 clusters Score -9086413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9086382.000000 Penalty: 5356.660645
	Iteration 285Q: 3 clusters Score -9086382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9086340.000000 Penalty: 5356.660645
	Iteration 286Q: 3 clusters Score -9086340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9086324.000000 Penalty: 5356.660645
	Iteration 287Q: 3 clusters Score -9086324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9086292.000000 Penalty: 5356.660645
	Iteration 288Q: 3 clusters Score -9086292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9086260.000000 Penalty: 5356.660645
	Iteration 289Q: 3 clusters Score -9086260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9086240.000000 Penalty: 5356.660645
	Iteration 290Q: 3 clusters Score -9086240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9086226.000000 Penalty: 5356.660645
	Iteration 291Q: 3 clusters Score -9086226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9086215.000000 Penalty: 5356.660645
	Iteration 292Q: 3 clusters Score -9086215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9086181.000000 Penalty: 5356.660645
	Iteration 293Q: 3 clusters Score -9086181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9086160.000000 Penalty: 5356.660645
	Iteration 294Q: 3 clusters Score -9086160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9086148.000000 Penalty: 5356.660645
	Iteration 295Q: 3 clusters Score -9086148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9086131.000000 Penalty: 5356.660645
	Iteration 296Q: 3 clusters Score -9086131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9086128.000000 Penalty: 5356.660645
	Iteration 297Q: 3 clusters Score -9086128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9086119.000000 Penalty: 5356.660645
	Iteration 298Q: 3 clusters Score -9086119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9086105.000000 Penalty: 5356.660645
	Iteration 299Q: 3 clusters Score -9086105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9086106.000000 Penalty: 5356.660645
	Iteration 300F: 3 clusters Score -9086106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9086101.000000 Penalty: 5356.660645
	Iteration 301Q: 3 clusters Score -9086101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -9086089.000000 Penalty: 5356.660645
	Iteration 302Q: 3 clusters Score -9086089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9086080.000000 Penalty: 5356.660645
	Iteration 303Q: 3 clusters Score -9086080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9086088.000000 Penalty: 5356.660645
	Iteration 304Q: 3 clusters Score -9086088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9086064.000000 Penalty: 5356.660645
	Iteration 305Q: 3 clusters Score -9086064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9086069.000000 Penalty: 5356.660645
	Iteration 306Q: 3 clusters Score -9086069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9086066.000000 Penalty: 5356.660645
	Iteration 307Q: 3 clusters Score -9086066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9086047.000000 Penalty: 5356.660645
	Iteration 308Q: 3 clusters Score -9086047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9086033.000000 Penalty: 5356.660645
	Iteration 309Q: 3 clusters Score -9086033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9086023.000000 Penalty: 5356.660645
	Iteration 310Q: 3 clusters Score -9086023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9086012.000000 Penalty: 5356.660645
	Iteration 311Q: 3 clusters Score -9086012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9086008.000000 Penalty: 5356.660645
	Iteration 312Q: 3 clusters Score -9086008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9085997.000000 Penalty: 5356.660645
	Iteration 313Q: 3 clusters Score -9085997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9085990.000000 Penalty: 5356.660645
	Iteration 314Q: 3 clusters Score -9085990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9085967.000000 Penalty: 5356.660645
	Iteration 315Q: 3 clusters Score -9085967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9085957.000000 Penalty: 5356.660645
	Iteration 316Q: 3 clusters Score -9085957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9085954.000000 Penalty: 5356.660645
	Iteration 317Q: 3 clusters Score -9085954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9085942.000000 Penalty: 5356.660645
	Iteration 318Q: 3 clusters Score -9085942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9085934.000000 Penalty: 5356.660645
	Iteration 319Q: 3 clusters Score -9085934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9085926.000000 Penalty: 5356.660645
	Iteration 320F: 3 clusters Score -9085926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9085931.000000 Penalty: 5356.660645
	Iteration 321Q: 3 clusters Score -9085931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9085919.000000 Penalty: 5356.660645
	Iteration 322Q: 3 clusters Score -9085919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9085924.000000 Penalty: 5356.660645
	Iteration 323Q: 3 clusters Score -9085924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9085920.000000 Penalty: 5356.660645
	Iteration 324Q: 3 clusters Score -9085920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9085926.000000 Penalty: 5356.660645
	Iteration 325Q: 3 clusters Score -9085926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9085932.000000 Penalty: 5356.660645
	Iteration 326Q: 3 clusters Score -9085932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9085928.000000 Penalty: 5356.660645
	Iteration 327Q: 3 clusters Score -9085928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9085919.000000 Penalty: 5356.660645
	Iteration 328Q: 3 clusters Score -9085919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9085917.000000 Penalty: 5356.660645
	Iteration 329Q: 3 clusters Score -9085917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9085913.000000 Penalty: 5356.660645
	Iteration 330Q: 3 clusters Score -9085913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9085925.000000 Penalty: 5356.660645
	Iteration 331Q: 3 clusters Score -9085925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9085919.000000 Penalty: 5356.660645
	Iteration 332Q: 3 clusters Score -9085919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9085915.000000 Penalty: 5356.660645
	Iteration 333Q: 3 clusters Score -9085915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9085915.000000 Penalty: 5356.660645
	Iteration 334F: 3 clusters Score -9085915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Entering Unmasked Estep 
Score: -7513185.500000 Penalty: 2605.765869
	Iteration 0F: 2 clusters Score -7513186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7503301.000000 Penalty: 5211.531738
	Iteration 0F: 3 clusters Score -7503301 nChanged 16693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -7512612.500000 Penalty: 5211.531738
	Iteration 1F: 3 clusters Score -7512612 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7513126.500000 Penalty: 5211.531738
	Iteration 2F: 3 clusters Score -7513126 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7513612.000000 Penalty: 5211.531738
	Iteration 3Q: 3 clusters Score -7513612 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7514172.500000 Penalty: 5211.531738
	Iteration 4Q: 3 clusters Score -7514172 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -7514719.500000 Penalty: 5211.531738
	Iteration 5Q: 3 clusters Score -7514720 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -7515465.500000 Penalty: 5211.531738
	Iteration 6Q: 3 clusters Score -7515466 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -7516276.000000 Penalty: 5211.531738
	Iteration 7Q: 3 clusters Score -7516276 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7517554.000000 Penalty: 5211.531738
	Iteration 8Q: 3 clusters Score -7517554 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -7518790.000000 Penalty: 5211.531738
	Iteration 9F: 3 clusters Score -7518790 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -7519567.000000 Penalty: 5211.531738
	Iteration 10Q: 3 clusters Score -7519567 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7519701.000000 Penalty: 5211.531738
	Iteration 11Q: 3 clusters Score -7519701 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7519849.000000 Penalty: 5211.531738
	Iteration 12Q: 3 clusters Score -7519849 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7519879.500000 Penalty: 5211.531738
	Iteration 13Q: 3 clusters Score -7519880 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -7519912.000000 Penalty: 5211.531738
	Iteration 14Q: 3 clusters Score -7519912 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -7519898.500000 Penalty: 5211.531738
	Iteration 15Q: 3 clusters Score -7519898 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -7519933.500000 Penalty: 5211.531738
	Iteration 16Q: 3 clusters Score -7519934 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -7519953.000000 Penalty: 5211.531738
	Iteration 17Q: 3 clusters Score -7519953 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7519938.000000 Penalty: 5211.531738
	Iteration 18Q: 3 clusters Score -7519938 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -7519977.500000 Penalty: 5211.531738
	Iteration 19Q: 3 clusters Score -7519978 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -7520000.000000 Penalty: 5211.531738
	Iteration 20F: 3 clusters Score -7520000 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7520046.500000 Penalty: 5211.531738
	Iteration 21Q: 3 clusters Score -7520046 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -7520075.500000 Penalty: 5211.531738
	Iteration 22Q: 3 clusters Score -7520076 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7520114.000000 Penalty: 5211.531738
	Iteration 23Q: 3 clusters Score -7520114 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7520148.500000 Penalty: 5211.531738
	Iteration 24Q: 3 clusters Score -7520148 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7520191.500000 Penalty: 5211.531738
	Iteration 25Q: 3 clusters Score -7520192 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -7520202.500000 Penalty: 5211.531738
	Iteration 26Q: 3 clusters Score -7520202 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7520241.500000 Penalty: 5211.531738
	Iteration 27Q: 3 clusters Score -7520242 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -7520369.000000 Penalty: 5211.531738
	Iteration 28Q: 3 clusters Score -7520369 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7520430 nChanged 442
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7520518 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7520600 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7520749 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7520871 nChanged 529
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7521006 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7521133.500000 Penalty: 5211.531738
	Iteration 35Q: 3 clusters Score -7521134 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7521250 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7521368 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7521455 nChanged 474
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Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7521577 nChanged 452
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Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -7521659.500000 Penalty: 5211.531738
	Iteration 40F: 3 clusters Score -7521660 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7521744 nChanged 489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7521808 nChanged 488
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Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7521915 nChanged 497
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7521972 nChanged 504
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Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7522034 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7522104 nChanged 448
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -7522183.500000 Penalty: 5211.531738
	Iteration 47Q: 3 clusters Score -7522184 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -7522246.500000 Penalty: 5211.531738
	Iteration 48Q: 3 clusters Score -7522246 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7522321 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7522379 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -7522432.500000 Penalty: 5211.531738
	Iteration 51Q: 3 clusters Score -7522432 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -7522504.500000 Penalty: 5211.531738
	Iteration 52Q: 3 clusters Score -7522504 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7522557 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7522545 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7522536 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -7522516.500000 Penalty: 5211.531738
	Iteration 56Q: 3 clusters Score -7522516 nChanged 269
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Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7522500 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7522509 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7522560 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7522570 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7522537 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -7522550.500000 Penalty: 5211.531738
	Iteration 62Q: 3 clusters Score -7522550 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7522542 nChanged 130
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Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7522516 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7522510 nChanged 77
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Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7522490 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7522473 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7522464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -7522448.000000 Penalty: 5211.531738
	Iteration 69Q: 3 clusters Score -7522448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -7522443.000000 Penalty: 5211.531738
	Iteration 70Q: 3 clusters Score -7522443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7522448 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -7522445.500000 Penalty: 5211.531738
	Iteration 72Q: 3 clusters Score -7522446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -7522451.000000 Penalty: 5211.531738
	Iteration 73Q: 3 clusters Score -7522451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7522450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7522451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7522450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -7522438.000000 Penalty: 5211.531738
	Iteration 77Q: 3 clusters Score -7522438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
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Entering Unmasked Estep 
Score: -7522460.500000 Penalty: 5211.531738
	Iteration 78Q: 3 clusters Score -7522460 nChanged 12
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Mstep: Class 1 contains 22544 members 
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Entering Unmasked Estep 
Score: -7522454.500000 Penalty: 5211.531738
	Iteration 79Q: 3 clusters Score -7522454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -7522489.500000 Penalty: 5211.531738
	Iteration 80F: 3 clusters Score -7522490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -7522522.000000 Penalty: 5211.531738
	Iteration 81Q: 3 clusters Score -7522522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7522563 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7522560 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22632 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7522576 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22649 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7522590 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22654 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7522608 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7522605 nChanged 8
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Mstep: Class 1 contains 22653 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7522606 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22652 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7522598 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22654 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7522607 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22660 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7522608 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7522605 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -7522629.500000 Penalty: 5211.531738
	Iteration 93Q: 3 clusters Score -7522630 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -7522623.000000 Penalty: 5211.531738
	Iteration 94Q: 3 clusters Score -7522623 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22693 members 
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Entering Unmasked Estep 
Score: -7522635.500000 Penalty: 5211.531738
	Iteration 95Q: 3 clusters Score -7522636 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7522628 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7522660 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7522660 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22736 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7522670 nChanged 21
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Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -7522683.500000 Penalty: 5211.531738
	Iteration 100F: 3 clusters Score -7522684 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22754 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7522674 nChanged 28
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Mstep: Class 1 contains 22774 members 
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Entering Unmasked Estep 
Score: -7522696.500000 Penalty: 5211.531738
	Iteration 102Q: 3 clusters Score -7522696 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -7522722.000000 Penalty: 5211.531738
	Iteration 103Q: 3 clusters Score -7522722 nChanged 34
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Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7522727 nChanged 40
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7522739 nChanged 44
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Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7522757 nChanged 27
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7522752 nChanged 35
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7522776 nChanged 41
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7522799 nChanged 44
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7522810 nChanged 36
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7522820 nChanged 32
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7522813 nChanged 37
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Mstep: Class 1 contains 22967 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7522836 nChanged 25
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7522829 nChanged 29
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Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7522840 nChanged 41
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Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7522837 nChanged 34
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Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7522873 nChanged 30
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7522891 nChanged 28
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7522910 nChanged 31
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Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -7522894.500000 Penalty: 5211.531738
	Iteration 120F: 3 clusters Score -7522894 nChanged 31
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7522901 nChanged 38
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Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -7522896.000000 Penalty: 5211.531738
	Iteration 122Q: 3 clusters Score -7522896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -7522889.500000 Penalty: 5211.531738
	Iteration 123Q: 3 clusters Score -7522890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -7522861.000000 Penalty: 5211.531738
	Iteration 124Q: 3 clusters Score -7522861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -7522855.500000 Penalty: 5211.531738
	Iteration 125Q: 3 clusters Score -7522856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7522873.000000 Penalty: 5211.531738
	Iteration 126Q: 3 clusters Score -7522873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -7522889.500000 Penalty: 5211.531738
	Iteration 127Q: 3 clusters Score -7522890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -7522889.000000 Penalty: 5211.531738
	Iteration 128Q: 3 clusters Score -7522889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -7522894.000000 Penalty: 5211.531738
	Iteration 129Q: 3 clusters Score -7522894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -7522926.000000 Penalty: 5211.531738
	Iteration 130Q: 3 clusters Score -7522926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -7522942.500000 Penalty: 5211.531738
	Iteration 131Q: 3 clusters Score -7522942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -7522954.000000 Penalty: 5211.531738
	Iteration 132Q: 3 clusters Score -7522954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -7522990.000000 Penalty: 5211.531738
	Iteration 133Q: 3 clusters Score -7522990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -7523002.500000 Penalty: 5211.531738
	Iteration 134Q: 3 clusters Score -7523002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7523011.500000 Penalty: 5211.531738
	Iteration 135Q: 3 clusters Score -7523012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -7522992.000000 Penalty: 5211.531738
	Iteration 136Q: 3 clusters Score -7522992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -7523024.500000 Penalty: 5211.531738
	Iteration 137Q: 3 clusters Score -7523024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -7523046.500000 Penalty: 5211.531738
	Iteration 138Q: 3 clusters Score -7523046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -7523075.000000 Penalty: 5211.531738
	Iteration 139Q: 3 clusters Score -7523075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -7523042.000000 Penalty: 5211.531738
	Iteration 140F: 3 clusters Score -7523042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -7523032.500000 Penalty: 5211.531738
	Iteration 141Q: 3 clusters Score -7523032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -7523038.500000 Penalty: 5211.531738
	Iteration 142Q: 3 clusters Score -7523038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -7523051.000000 Penalty: 5211.531738
	Iteration 143Q: 3 clusters Score -7523051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -7523064.000000 Penalty: 5211.531738
	Iteration 144Q: 3 clusters Score -7523064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -7523048.500000 Penalty: 5211.531738
	Iteration 145Q: 3 clusters Score -7523048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -7523051.500000 Penalty: 5211.531738
	Iteration 146Q: 3 clusters Score -7523052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -7523110.500000 Penalty: 5211.531738
	Iteration 147Q: 3 clusters Score -7523110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -7523116.500000 Penalty: 5211.531738
	Iteration 148Q: 3 clusters Score -7523116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -7523143.500000 Penalty: 5211.531738
	Iteration 149Q: 3 clusters Score -7523144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -7523148.500000 Penalty: 5211.531738
	Iteration 150Q: 3 clusters Score -7523148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -7523175.000000 Penalty: 5211.531738
	Iteration 151Q: 3 clusters Score -7523175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -7523170.500000 Penalty: 5211.531738
	Iteration 152Q: 3 clusters Score -7523170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7523176.000000 Penalty: 5211.531738
	Iteration 153Q: 3 clusters Score -7523176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7523170.500000 Penalty: 5211.531738
	Iteration 154Q: 3 clusters Score -7523170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -7523164.500000 Penalty: 5211.531738
	Iteration 155Q: 3 clusters Score -7523164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -7523166.000000 Penalty: 5211.531738
	Iteration 156Q: 3 clusters Score -7523166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -7523165.500000 Penalty: 5211.531738
	Iteration 157Q: 3 clusters Score -7523166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7523160.000000 Penalty: 5211.531738
	Iteration 158Q: 3 clusters Score -7523160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -7523165.500000 Penalty: 5211.531738
	Iteration 159Q: 3 clusters Score -7523166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -7523169.000000 Penalty: 5211.531738
	Iteration 160F: 3 clusters Score -7523169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -7523171.500000 Penalty: 5211.531738
	Iteration 161Q: 3 clusters Score -7523172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -7523180.000000 Penalty: 5211.531738
	Iteration 162Q: 3 clusters Score -7523180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -7523181.000000 Penalty: 5211.531738
	Iteration 163Q: 3 clusters Score -7523181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -7523182.500000 Penalty: 5211.531738
	Iteration 164Q: 3 clusters Score -7523182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -7523191.500000 Penalty: 5211.531738
	Iteration 165Q: 3 clusters Score -7523192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -7523201.500000 Penalty: 5211.531738
	Iteration 166Q: 3 clusters Score -7523202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -7523215.000000 Penalty: 5211.531738
	Iteration 167Q: 3 clusters Score -7523215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -7523221.500000 Penalty: 5211.531738
	Iteration 168Q: 3 clusters Score -7523222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -7523216.500000 Penalty: 5211.531738
	Iteration 169Q: 3 clusters Score -7523216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -7523207.000000 Penalty: 5211.531738
	Iteration 170Q: 3 clusters Score -7523207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -7523215.000000 Penalty: 5211.531738
	Iteration 171Q: 3 clusters Score -7523215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -7523216.000000 Penalty: 5211.531738
	Iteration 172Q: 3 clusters Score -7523216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -7523210.000000 Penalty: 5211.531738
	Iteration 173Q: 3 clusters Score -7523210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -7523212.500000 Penalty: 5211.531738
	Iteration 174Q: 3 clusters Score -7523212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -7523215.500000 Penalty: 5211.531738
	Iteration 175Q: 3 clusters Score -7523216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -7523221.500000 Penalty: 5211.531738
	Iteration 176Q: 3 clusters Score -7523222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -7523217.500000 Penalty: 5211.531738
	Iteration 177Q: 3 clusters Score -7523218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -7523224.500000 Penalty: 5211.531738
	Iteration 178Q: 3 clusters Score -7523224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -7523220.000000 Penalty: 5211.531738
	Iteration 179Q: 3 clusters Score -7523220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -7523220.000000 Penalty: 5211.531738
	Iteration 180F: 3 clusters Score -7523220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -7523226.000000 Penalty: 5211.531738
	Iteration 181Q: 3 clusters Score -7523226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -7523218.500000 Penalty: 5211.531738
	Iteration 182Q: 3 clusters Score -7523218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7523236.500000 Penalty: 5211.531738
	Iteration 183Q: 3 clusters Score -7523236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7523231.500000 Penalty: 5211.531738
	Iteration 184Q: 3 clusters Score -7523232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -7523240.000000 Penalty: 5211.531738
	Iteration 185Q: 3 clusters Score -7523240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -7523235.000000 Penalty: 5211.531738
	Iteration 186Q: 3 clusters Score -7523235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -7523228.000000 Penalty: 5211.531738
	Iteration 187Q: 3 clusters Score -7523228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7523236.500000 Penalty: 5211.531738
	Iteration 188Q: 3 clusters Score -7523236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7523232.500000 Penalty: 5211.531738
	Iteration 189Q: 3 clusters Score -7523232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -7523231.000000 Penalty: 5211.531738
	Iteration 190Q: 3 clusters Score -7523231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -7523226.000000 Penalty: 5211.531738
	Iteration 191Q: 3 clusters Score -7523226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7523223.000000 Penalty: 5211.531738
	Iteration 192Q: 3 clusters Score -7523223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7523220.500000 Penalty: 5211.531738
	Iteration 193Q: 3 clusters Score -7523220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -7523215.000000 Penalty: 5211.531738
	Iteration 194Q: 3 clusters Score -7523215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -7523220.500000 Penalty: 5211.531738
	Iteration 195Q: 3 clusters Score -7523220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7523231.500000 Penalty: 5211.531738
	Iteration 196Q: 3 clusters Score -7523232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -7523221.500000 Penalty: 5211.531738
	Iteration 197Q: 3 clusters Score -7523222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7523229.000000 Penalty: 5211.531738
	Iteration 198Q: 3 clusters Score -7523229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -7523223.000000 Penalty: 5211.531738
	Iteration 199Q: 3 clusters Score -7523223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7523225.000000 Penalty: 5211.531738
	Iteration 200F: 3 clusters Score -7523225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -7523221.500000 Penalty: 5211.531738
	Iteration 201Q: 3 clusters Score -7523222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7523225.500000 Penalty: 5211.531738
	Iteration 202Q: 3 clusters Score -7523226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -7523226.500000 Penalty: 5211.531738
	Iteration 203Q: 3 clusters Score -7523226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -7523226.500000 Penalty: 5211.531738
	Iteration 204F: 3 clusters Score -7523226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 37590 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Entering Unmasked Estep 
Score: -177286896.000000 Penalty: 122642.609375
Splitting cluster 8 changes total score from -177258080.000000 to -177286896.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (33403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33403 members 
Entering Unmasked Estep 
Score: -6360372.000000 Penalty: 2583.267334
	Iteration 0F: 2 clusters Score -6360372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -6340811.500000 Penalty: 5166.534668
	Iteration 0F: 3 clusters Score -6340812 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6349457.000000 Penalty: 5166.534668
	Iteration 1F: 3 clusters Score -6349457 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -6350312.000000 Penalty: 5166.534668
	Iteration 2F: 3 clusters Score -6350312 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6351358.000000 Penalty: 5166.534668
	Iteration 3F: 3 clusters Score -6351358 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -6352554.500000 Penalty: 5166.534668
	Iteration 4F: 3 clusters Score -6352554 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6353776.500000 Penalty: 5166.534668
	Iteration 5F: 3 clusters Score -6353776 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -6354817.000000 Penalty: 5166.534668
	Iteration 6F: 3 clusters Score -6354817 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -6355581.500000 Penalty: 5166.534668
	Iteration 7F: 3 clusters Score -6355582 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -6356324.000000 Penalty: 5166.534668
	Iteration 8Q: 3 clusters Score -6356324 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -6357044.000000 Penalty: 5166.534668
	Iteration 9Q: 3 clusters Score -6357044 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -6357609.000000 Penalty: 5166.534668
	Iteration 10Q: 3 clusters Score -6357609 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -6357965.500000 Penalty: 5166.534668
	Iteration 11Q: 3 clusters Score -6357966 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -6358224.000000 Penalty: 5166.534668
	Iteration 12Q: 3 clusters Score -6358224 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -6358379.500000 Penalty: 5166.534668
	Iteration 13Q: 3 clusters Score -6358380 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -6358502.500000 Penalty: 5166.534668
	Iteration 14Q: 3 clusters Score -6358502 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -6358597.000000 Penalty: 5166.534668
	Iteration 15Q: 3 clusters Score -6358597 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -6358647.500000 Penalty: 5166.534668
	Iteration 16Q: 3 clusters Score -6358648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -6358714.000000 Penalty: 5166.534668
	Iteration 17Q: 3 clusters Score -6358714 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -6358732.000000 Penalty: 5166.534668
	Iteration 18Q: 3 clusters Score -6358732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -6358784.500000 Penalty: 5166.534668
	Iteration 19Q: 3 clusters Score -6358784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6358805.000000 Penalty: 5166.534668
	Iteration 20F: 3 clusters Score -6358805 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -6358835.000000 Penalty: 5166.534668
	Iteration 21Q: 3 clusters Score -6358835 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -6358862.000000 Penalty: 5166.534668
	Iteration 22Q: 3 clusters Score -6358862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6358860.500000 Penalty: 5166.534668
	Iteration 23Q: 3 clusters Score -6358860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -6358869.000000 Penalty: 5166.534668
	Iteration 24Q: 3 clusters Score -6358869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -6358885.000000 Penalty: 5166.534668
	Iteration 25Q: 3 clusters Score -6358885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -6358892.000000 Penalty: 5166.534668
	Iteration 26Q: 3 clusters Score -6358892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -6358915.000000 Penalty: 5166.534668
	Iteration 27Q: 3 clusters Score -6358915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -6358907.000000 Penalty: 5166.534668
	Iteration 28Q: 3 clusters Score -6358907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -6358936.000000 Penalty: 5166.534668
	Iteration 29Q: 3 clusters Score -6358936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -6358948.000000 Penalty: 5166.534668
	Iteration 30Q: 3 clusters Score -6358948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -6358969.000000 Penalty: 5166.534668
	Iteration 31Q: 3 clusters Score -6358969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -6358999.000000 Penalty: 5166.534668
	Iteration 32Q: 3 clusters Score -6358999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -6359026.500000 Penalty: 5166.534668
	Iteration 33Q: 3 clusters Score -6359026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -6359031.000000 Penalty: 5166.534668
	Iteration 34Q: 3 clusters Score -6359031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -6359054.500000 Penalty: 5166.534668
	Iteration 35Q: 3 clusters Score -6359054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -6359078.000000 Penalty: 5166.534668
	Iteration 36Q: 3 clusters Score -6359078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -6359123.000000 Penalty: 5166.534668
	Iteration 37Q: 3 clusters Score -6359123 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -6359164.000000 Penalty: 5166.534668
	Iteration 38Q: 3 clusters Score -6359164 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -6359221.500000 Penalty: 5166.534668
	Iteration 39Q: 3 clusters Score -6359222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -6359278.500000 Penalty: 5166.534668
	Iteration 40F: 3 clusters Score -6359278 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -6359360.000000 Penalty: 5166.534668
	Iteration 41Q: 3 clusters Score -6359360 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6359468.500000 Penalty: 5166.534668
	Iteration 42Q: 3 clusters Score -6359468 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -6359575.500000 Penalty: 5166.534668
	Iteration 43Q: 3 clusters Score -6359576 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6359670.000000 Penalty: 5166.534668
	Iteration 44Q: 3 clusters Score -6359670 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -6359831.500000 Penalty: 5166.534668
	Iteration 45Q: 3 clusters Score -6359832 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -6360000.500000 Penalty: 5166.534668
	Iteration 46Q: 3 clusters Score -6360000 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -6360008.500000 Penalty: 5166.534668
	Iteration 47Q: 3 clusters Score -6360008 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -6360005.000000 Penalty: 5166.534668
	Iteration 48Q: 3 clusters Score -6360005 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6359993.000000 Penalty: 5166.534668
	Iteration 49Q: 3 clusters Score -6359993 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -6359905.000000 Penalty: 5166.534668
	Iteration 50Q: 3 clusters Score -6359905 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6359801.500000 Penalty: 5166.534668
	Iteration 51Q: 3 clusters Score -6359802 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6359593.000000 Penalty: 5166.534668
	Iteration 52Q: 3 clusters Score -6359593 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6359438.500000 Penalty: 5166.534668
	Iteration 53Q: 3 clusters Score -6359438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6359325.000000 Penalty: 5166.534668
	Iteration 54Q: 3 clusters Score -6359325 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6359214.500000 Penalty: 5166.534668
	Iteration 55Q: 3 clusters Score -6359214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6359179.000000 Penalty: 5166.534668
	Iteration 56Q: 3 clusters Score -6359179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6359162.000000 Penalty: 5166.534668
	Iteration 57Q: 3 clusters Score -6359162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6359168.000000 Penalty: 5166.534668
	Iteration 58Q: 3 clusters Score -6359168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6359177.000000 Penalty: 5166.534668
	Iteration 59Q: 3 clusters Score -6359177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6359416.500000 Penalty: 5166.534668
	Iteration 60F: 3 clusters Score -6359416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6359187.500000 Penalty: 5166.534668
	Iteration 61Q: 3 clusters Score -6359188 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6359020.000000 Penalty: 5166.534668
	Iteration 62Q: 3 clusters Score -6359020 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6358946.000000 Penalty: 5166.534668
	Iteration 63Q: 3 clusters Score -6358946 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6358908.500000 Penalty: 5166.534668
	Iteration 64Q: 3 clusters Score -6358908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6358841.500000 Penalty: 5166.534668
	Iteration 65Q: 3 clusters Score -6358842 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6358812.500000 Penalty: 5166.534668
	Iteration 66Q: 3 clusters Score -6358812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6358805.000000 Penalty: 5166.534668
	Iteration 67Q: 3 clusters Score -6358805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6358797.000000 Penalty: 5166.534668
	Iteration 68Q: 3 clusters Score -6358797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6358773.500000 Penalty: 5166.534668
	Iteration 69Q: 3 clusters Score -6358774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6358761.500000 Penalty: 5166.534668
	Iteration 70Q: 3 clusters Score -6358762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6358752.500000 Penalty: 5166.534668
	Iteration 71Q: 3 clusters Score -6358752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6358734.500000 Penalty: 5166.534668
	Iteration 72Q: 3 clusters Score -6358734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6358732.500000 Penalty: 5166.534668
	Iteration 73Q: 3 clusters Score -6358732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6358730.000000 Penalty: 5166.534668
	Iteration 74Q: 3 clusters Score -6358730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6358734.000000 Penalty: 5166.534668
	Iteration 75Q: 3 clusters Score -6358734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6358735.000000 Penalty: 5166.534668
	Iteration 76Q: 3 clusters Score -6358735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6358737.000000 Penalty: 5166.534668
	Iteration 77Q: 3 clusters Score -6358737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6358737.000000 Penalty: 5166.534668
	Iteration 78F: 3 clusters Score -6358737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Entering Unmasked Estep 
Score: -9172812.000000 Penalty: 2669.123291
	Iteration 0F: 2 clusters Score -9172812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -9147336.000000 Penalty: 5338.246582
	Iteration 0F: 3 clusters Score -9147336 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -9159412.000000 Penalty: 5338.246582
	Iteration 1F: 3 clusters Score -9159412 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -9160091.000000 Penalty: 5338.246582
	Iteration 2Q: 3 clusters Score -9160091 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -9160877.000000 Penalty: 5338.246582
	Iteration 3Q: 3 clusters Score -9160877 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -9161783.000000 Penalty: 5338.246582
	Iteration 4Q: 3 clusters Score -9161783 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -9162965.000000 Penalty: 5338.246582
	Iteration 5F: 3 clusters Score -9162965 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -9164366.000000 Penalty: 5338.246582
	Iteration 6F: 3 clusters Score -9164366 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -9166170.000000 Penalty: 5338.246582
	Iteration 7F: 3 clusters Score -9166170 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -9168151.000000 Penalty: 5338.246582
	Iteration 8F: 3 clusters Score -9168151 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -9169736.000000 Penalty: 5338.246582
	Iteration 9F: 3 clusters Score -9169736 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -9170674.000000 Penalty: 5338.246582
	Iteration 10Q: 3 clusters Score -9170674 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -9171107.000000 Penalty: 5338.246582
	Iteration 11Q: 3 clusters Score -9171107 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -9171354.000000 Penalty: 5338.246582
	Iteration 12Q: 3 clusters Score -9171354 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -9171471.000000 Penalty: 5338.246582
	Iteration 13Q: 3 clusters Score -9171471 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9171644.000000 Penalty: 5338.246582
	Iteration 14Q: 3 clusters Score -9171644 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -9171780.000000 Penalty: 5338.246582
	Iteration 15Q: 3 clusters Score -9171780 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -9171930.000000 Penalty: 5338.246582
	Iteration 16Q: 3 clusters Score -9171930 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -9172031.000000 Penalty: 5338.246582
	Iteration 17Q: 3 clusters Score -9172031 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9172107.000000 Penalty: 5338.246582
	Iteration 18Q: 3 clusters Score -9172107 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -9172200.000000 Penalty: 5338.246582
	Iteration 19Q: 3 clusters Score -9172200 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9172269.000000 Penalty: 5338.246582
	Iteration 20F: 3 clusters Score -9172269 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -9172329.000000 Penalty: 5338.246582
	Iteration 21Q: 3 clusters Score -9172329 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -9172369.000000 Penalty: 5338.246582
	Iteration 22Q: 3 clusters Score -9172369 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -9172461.000000 Penalty: 5338.246582
	Iteration 23Q: 3 clusters Score -9172461 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -9172509.000000 Penalty: 5338.246582
	Iteration 24Q: 3 clusters Score -9172509 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9172532.000000 Penalty: 5338.246582
	Iteration 25Q: 3 clusters Score -9172532 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -9172546.000000 Penalty: 5338.246582
	Iteration 26Q: 3 clusters Score -9172546 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -9172565.000000 Penalty: 5338.246582
	Iteration 27Q: 3 clusters Score -9172565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -9172601.000000 Penalty: 5338.246582
	Iteration 28Q: 3 clusters Score -9172601 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -9172613.000000 Penalty: 5338.246582
	Iteration 29Q: 3 clusters Score -9172613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9172630.000000 Penalty: 5338.246582
	Iteration 30Q: 3 clusters Score -9172630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -9172659.000000 Penalty: 5338.246582
	Iteration 31Q: 3 clusters Score -9172659 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -9172680.000000 Penalty: 5338.246582
	Iteration 32Q: 3 clusters Score -9172680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -9172694.000000 Penalty: 5338.246582
	Iteration 33Q: 3 clusters Score -9172694 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9172714.000000 Penalty: 5338.246582
	Iteration 34Q: 3 clusters Score -9172714 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -9172733.000000 Penalty: 5338.246582
	Iteration 35Q: 3 clusters Score -9172733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -9172738.000000 Penalty: 5338.246582
	Iteration 36Q: 3 clusters Score -9172738 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -9172755.000000 Penalty: 5338.246582
	Iteration 37Q: 3 clusters Score -9172755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -9172753.000000 Penalty: 5338.246582
	Iteration 38Q: 3 clusters Score -9172753 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -9172748.000000 Penalty: 5338.246582
	Iteration 39Q: 3 clusters Score -9172748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172766.000000 Penalty: 5338.246582
	Iteration 40F: 3 clusters Score -9172766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9172757.000000 Penalty: 5338.246582
	Iteration 41Q: 3 clusters Score -9172757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -9172759.000000 Penalty: 5338.246582
	Iteration 42Q: 3 clusters Score -9172759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -9172756.000000 Penalty: 5338.246582
	Iteration 43Q: 3 clusters Score -9172756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9172765.000000 Penalty: 5338.246582
	Iteration 44Q: 3 clusters Score -9172765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9172755.000000 Penalty: 5338.246582
	Iteration 45Q: 3 clusters Score -9172755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172755.000000 Penalty: 5338.246582
	Iteration 46Q: 3 clusters Score -9172755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 5338.246582
	Iteration 47Q: 3 clusters Score -9172764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172765.000000 Penalty: 5338.246582
	Iteration 48Q: 3 clusters Score -9172765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172778.000000 Penalty: 5338.246582
	Iteration 49Q: 3 clusters Score -9172778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 5338.246582
	Iteration 50Q: 3 clusters Score -9172764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9172765.000000 Penalty: 5338.246582
	Iteration 51Q: 3 clusters Score -9172765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172761.000000 Penalty: 5338.246582
	Iteration 52Q: 3 clusters Score -9172761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9172752.000000 Penalty: 5338.246582
	Iteration 53Q: 3 clusters Score -9172752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -9172771.000000 Penalty: 5338.246582
	Iteration 54Q: 3 clusters Score -9172771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9172771.000000 Penalty: 5338.246582
	Iteration 55Q: 3 clusters Score -9172771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9172759.000000 Penalty: 5338.246582
	Iteration 56Q: 3 clusters Score -9172759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9172772.000000 Penalty: 5338.246582
	Iteration 57Q: 3 clusters Score -9172772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9172768.000000 Penalty: 5338.246582
	Iteration 58Q: 3 clusters Score -9172768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172752.000000 Penalty: 5338.246582
	Iteration 59Q: 3 clusters Score -9172752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9172754.000000 Penalty: 5338.246582
	Iteration 60F: 3 clusters Score -9172754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -9172753.000000 Penalty: 5338.246582
	Iteration 61Q: 3 clusters Score -9172753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -9172756.000000 Penalty: 5338.246582
	Iteration 62Q: 3 clusters Score -9172756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9172756.000000 Penalty: 5338.246582
	Iteration 63Q: 3 clusters Score -9172756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -9172759.000000 Penalty: 5338.246582
	Iteration 64Q: 3 clusters Score -9172759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9172757.000000 Penalty: 5338.246582
	Iteration 65Q: 3 clusters Score -9172757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -9172766.000000 Penalty: 5338.246582
	Iteration 66Q: 3 clusters Score -9172766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 5338.246582
	Iteration 67Q: 3 clusters Score -9172764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 5338.246582
	Iteration 68Q: 3 clusters Score -9172764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -9172767.000000 Penalty: 5338.246582
	Iteration 69Q: 3 clusters Score -9172767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9172767.000000 Penalty: 5338.246582
	Iteration 70Q: 3 clusters Score -9172767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -9172756.000000 Penalty: 5338.246582
	Iteration 71Q: 3 clusters Score -9172756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9172764.000000 Penalty: 5338.246582
	Iteration 72Q: 3 clusters Score -9172764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9172759.000000 Penalty: 5338.246582
	Iteration 73Q: 3 clusters Score -9172759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -9172756.000000 Penalty: 5338.246582
	Iteration 74Q: 3 clusters Score -9172756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9172763.000000 Penalty: 5338.246582
	Iteration 75Q: 3 clusters Score -9172763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -9172762.000000 Penalty: 5338.246582
	Iteration 76Q: 3 clusters Score -9172762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9172761.000000 Penalty: 5338.246582
	Iteration 77Q: 3 clusters Score -9172761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9172762.000000 Penalty: 5338.246582
	Iteration 78Q: 3 clusters Score -9172762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9172762.000000 Penalty: 5338.246582
	Iteration 79F: 3 clusters Score -9172762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Entering Unmasked Estep 
Score: -296149.562500 Penalty: 1840.452026
	Iteration 0F: 2 clusters Score -296149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -293770.906250 Penalty: 3680.904053
	Iteration 0F: 3 clusters Score -293770.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -294359.218750 Penalty: 3680.904053
	Iteration 1F: 3 clusters Score -294359.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -294902.250000 Penalty: 3680.904053
	Iteration 2F: 3 clusters Score -294902.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -295448.656250 Penalty: 3680.904053
	Iteration 3F: 3 clusters Score -295448.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -295892.656250 Penalty: 3680.904053
	Iteration 4F: 3 clusters Score -295892.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -296205.875000 Penalty: 3680.904053
	Iteration 5F: 3 clusters Score -296205.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -296453.906250 Penalty: 3680.904053
	Iteration 6Q: 3 clusters Score -296453.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -296552.187500 Penalty: 3680.904053
	Iteration 7Q: 3 clusters Score -296552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -296569.968750 Penalty: 3680.904053
	Iteration 8Q: 3 clusters Score -296570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -296577.406250 Penalty: 3680.904053
	Iteration 9Q: 3 clusters Score -296577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -296589.562500 Penalty: 3680.904053
	Iteration 10Q: 3 clusters Score -296589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -296597.406250 Penalty: 3680.904053
	Iteration 11Q: 3 clusters Score -296597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -296598.281250 Penalty: 3680.904053
	Iteration 12Q: 3 clusters Score -296598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -296599.281250 Penalty: 3680.904053
	Iteration 13Q: 3 clusters Score -296599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -296602.781250 Penalty: 3680.904053
	Iteration 14Q: 3 clusters Score -296602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -296605.406250 Penalty: 3680.904053
	Iteration 15Q: 3 clusters Score -296605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -296611.250000 Penalty: 3680.904053
	Iteration 16Q: 3 clusters Score -296611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -296613.656250 Penalty: 3680.904053
	Iteration 17Q: 3 clusters Score -296613.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -296614.156250 Penalty: 3680.904053
	Iteration 18Q: 3 clusters Score -296614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -296614.156250 Penalty: 3680.904053
	Iteration 19F: 3 clusters Score -296614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 37590 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Entering Unmasked Estep 
Score: -177285648.000000 Penalty: 126049.351562
Splitting cluster 11 changes total score from -177258080.000000 to -177285648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (32284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Entering Unmasked Estep 
Score: -6300182.500000 Penalty: 2574.817139
	Iteration 0F: 2 clusters Score -6300182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -6283208.500000 Penalty: 5149.634277
	Iteration 0F: 3 clusters Score -6283208 nChanged 14635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6291066 nChanged 1521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6291486 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6291972 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6292433.500000 Penalty: 5149.634277
	Iteration 4Q: 3 clusters Score -6292434 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6293009 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -6293734.500000 Penalty: 5149.634277
	Iteration 6Q: 3 clusters Score -6293734 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -6294622.000000 Penalty: 5149.634277
	Iteration 7F: 3 clusters Score -6294622 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -6295870.500000 Penalty: 5149.634277
	Iteration 8F: 3 clusters Score -6295870 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -6297312.500000 Penalty: 5149.634277
	Iteration 9F: 3 clusters Score -6297312 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6298318.000000 Penalty: 5149.634277
	Iteration 10F: 3 clusters Score -6298318 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -6298790.500000 Penalty: 5149.634277
	Iteration 11F: 3 clusters Score -6298790 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -6299004.500000 Penalty: 5149.634277
	Iteration 12Q: 3 clusters Score -6299004 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -6299137.500000 Penalty: 5149.634277
	Iteration 13Q: 3 clusters Score -6299138 nChanged 922
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6299283.000000 Penalty: 5149.634277
	Iteration 14Q: 3 clusters Score -6299283 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -6299355.500000 Penalty: 5149.634277
	Iteration 15Q: 3 clusters Score -6299356 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -6299460.000000 Penalty: 5149.634277
	Iteration 16Q: 3 clusters Score -6299460 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -6299581.000000 Penalty: 5149.634277
	Iteration 17Q: 3 clusters Score -6299581 nChanged 711
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6299645.500000 Penalty: 5149.634277
	Iteration 18Q: 3 clusters Score -6299646 nChanged 650
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -6299662.000000 Penalty: 5149.634277
	Iteration 19Q: 3 clusters Score -6299662 nChanged 653
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -6299684.000000 Penalty: 5149.634277
	Iteration 20F: 3 clusters Score -6299684 nChanged 647
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -6299823.000000 Penalty: 5149.634277
	Iteration 21Q: 3 clusters Score -6299823 nChanged 535
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6299987.000000 Penalty: 5149.634277
	Iteration 22Q: 3 clusters Score -6299987 nChanged 403
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Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -6300080.000000 Penalty: 5149.634277
	Iteration 23Q: 3 clusters Score -6300080 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -6300132.500000 Penalty: 5149.634277
	Iteration 24Q: 3 clusters Score -6300132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6300154.500000 Penalty: 5149.634277
	Iteration 25Q: 3 clusters Score -6300154 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -6300181.000000 Penalty: 5149.634277
	Iteration 26Q: 3 clusters Score -6300181 nChanged 182
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -6300204.500000 Penalty: 5149.634277
	Iteration 27Q: 3 clusters Score -6300204 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -6300198.000000 Penalty: 5149.634277
	Iteration 28Q: 3 clusters Score -6300198 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6300195.000000 Penalty: 5149.634277
	Iteration 29Q: 3 clusters Score -6300195 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6300195 nChanged 105
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Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6300202.000000 Penalty: 5149.634277
	Iteration 31Q: 3 clusters Score -6300202 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -6300187.000000 Penalty: 5149.634277
	Iteration 32Q: 3 clusters Score -6300187 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6300165.000000 Penalty: 5149.634277
	Iteration 33Q: 3 clusters Score -6300165 nChanged 72
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Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6300166 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -6300166.500000 Penalty: 5149.634277
	Iteration 35Q: 3 clusters Score -6300166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -6300170.000000 Penalty: 5149.634277
	Iteration 36Q: 3 clusters Score -6300170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -6300172.000000 Penalty: 5149.634277
	Iteration 37Q: 3 clusters Score -6300172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6300164.000000 Penalty: 5149.634277
	Iteration 38Q: 3 clusters Score -6300164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -6300161.000000 Penalty: 5149.634277
	Iteration 39Q: 3 clusters Score -6300161 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -6300152.500000 Penalty: 5149.634277
	Iteration 40F: 3 clusters Score -6300152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -6300147.500000 Penalty: 5149.634277
	Iteration 41Q: 3 clusters Score -6300148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -6300167.500000 Penalty: 5149.634277
	Iteration 42Q: 3 clusters Score -6300168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -6300171.000000 Penalty: 5149.634277
	Iteration 43Q: 3 clusters Score -6300171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -6300172.000000 Penalty: 5149.634277
	Iteration 44Q: 3 clusters Score -6300172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -6300167.000000 Penalty: 5149.634277
	Iteration 45Q: 3 clusters Score -6300167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -6300168.500000 Penalty: 5149.634277
	Iteration 46Q: 3 clusters Score -6300168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6300163.000000 Penalty: 5149.634277
	Iteration 47Q: 3 clusters Score -6300163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -6300149.500000 Penalty: 5149.634277
	Iteration 48Q: 3 clusters Score -6300150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -6300154.000000 Penalty: 5149.634277
	Iteration 49Q: 3 clusters Score -6300154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -6300161.500000 Penalty: 5149.634277
	Iteration 50Q: 3 clusters Score -6300162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6300175.000000 Penalty: 5149.634277
	Iteration 51Q: 3 clusters Score -6300175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -6300170.000000 Penalty: 5149.634277
	Iteration 52Q: 3 clusters Score -6300170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -6300171.000000 Penalty: 5149.634277
	Iteration 53Q: 3 clusters Score -6300171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -6300178.000000 Penalty: 5149.634277
	Iteration 54Q: 3 clusters Score -6300178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -6300169.500000 Penalty: 5149.634277
	Iteration 55Q: 3 clusters Score -6300170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6300160.500000 Penalty: 5149.634277
	Iteration 56Q: 3 clusters Score -6300160 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6300135.500000 Penalty: 5149.634277
	Iteration 57Q: 3 clusters Score -6300136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -6300141.500000 Penalty: 5149.634277
	Iteration 58Q: 3 clusters Score -6300142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -6300144.000000 Penalty: 5149.634277
	Iteration 59Q: 3 clusters Score -6300144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -6300139.000000 Penalty: 5149.634277
	Iteration 60F: 3 clusters Score -6300139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6300152.000000 Penalty: 5149.634277
	Iteration 61Q: 3 clusters Score -6300152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6300147.500000 Penalty: 5149.634277
	Iteration 62Q: 3 clusters Score -6300148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -6300138.500000 Penalty: 5149.634277
	Iteration 63Q: 3 clusters Score -6300138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6300146.000000 Penalty: 5149.634277
	Iteration 64Q: 3 clusters Score -6300146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -6300137.500000 Penalty: 5149.634277
	Iteration 65Q: 3 clusters Score -6300138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -6300148.000000 Penalty: 5149.634277
	Iteration 66Q: 3 clusters Score -6300148 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -6300136.000000 Penalty: 5149.634277
	Iteration 67Q: 3 clusters Score -6300136 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6300132.000000 Penalty: 5149.634277
	Iteration 68Q: 3 clusters Score -6300132 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6300129.500000 Penalty: 5149.634277
	Iteration 69Q: 3 clusters Score -6300130 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6300127.000000 Penalty: 5149.634277
	Iteration 70Q: 3 clusters Score -6300127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -6300131.000000 Penalty: 5149.634277
	Iteration 71Q: 3 clusters Score -6300131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -6300125.000000 Penalty: 5149.634277
	Iteration 72Q: 3 clusters Score -6300125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -6300132.000000 Penalty: 5149.634277
	Iteration 73Q: 3 clusters Score -6300132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6300131.000000 Penalty: 5149.634277
	Iteration 74Q: 3 clusters Score -6300131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6300134.000000 Penalty: 5149.634277
	Iteration 75Q: 3 clusters Score -6300134 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6300138.000000 Penalty: 5149.634277
	Iteration 76Q: 3 clusters Score -6300138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -6300132.500000 Penalty: 5149.634277
	Iteration 77Q: 3 clusters Score -6300132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -6300138.000000 Penalty: 5149.634277
	Iteration 78Q: 3 clusters Score -6300138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6300126.500000 Penalty: 5149.634277
	Iteration 79Q: 3 clusters Score -6300126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6300130.000000 Penalty: 5149.634277
	Iteration 80F: 3 clusters Score -6300130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6300123.500000 Penalty: 5149.634277
	Iteration 81Q: 3 clusters Score -6300124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6300123.500000 Penalty: 5149.634277
	Iteration 82Q: 3 clusters Score -6300124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -6300138.000000 Penalty: 5149.634277
	Iteration 83Q: 3 clusters Score -6300138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -6300142.500000 Penalty: 5149.634277
	Iteration 84Q: 3 clusters Score -6300142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -6300145.500000 Penalty: 5149.634277
	Iteration 85Q: 3 clusters Score -6300146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6300139.500000 Penalty: 5149.634277
	Iteration 86Q: 3 clusters Score -6300140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -6300121.500000 Penalty: 5149.634277
	Iteration 87Q: 3 clusters Score -6300122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
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Entering Unmasked Estep 
Score: -6300119.000000 Penalty: 5149.634277
	Iteration 88Q: 3 clusters Score -6300119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6300118.000000 Penalty: 5149.634277
	Iteration 89Q: 3 clusters Score -6300118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -6300126.500000 Penalty: 5149.634277
	Iteration 90Q: 3 clusters Score -6300126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6300125.000000 Penalty: 5149.634277
	Iteration 91Q: 3 clusters Score -6300125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -6300124.500000 Penalty: 5149.634277
	Iteration 92Q: 3 clusters Score -6300124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6300117.500000 Penalty: 5149.634277
	Iteration 93Q: 3 clusters Score -6300118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -6300135.500000 Penalty: 5149.634277
	Iteration 94Q: 3 clusters Score -6300136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -6300123.500000 Penalty: 5149.634277
	Iteration 95Q: 3 clusters Score -6300124 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6300121.500000 Penalty: 5149.634277
	Iteration 96Q: 3 clusters Score -6300122 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6300122 nChanged 30
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Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -6300127.500000 Penalty: 5149.634277
	Iteration 98Q: 3 clusters Score -6300128 nChanged 31
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Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6300127.500000 Penalty: 5149.634277
	Iteration 99Q: 3 clusters Score -6300128 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6300116.500000 Penalty: 5149.634277
	Iteration 100F: 3 clusters Score -6300116 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -6300108.000000 Penalty: 5149.634277
	Iteration 101Q: 3 clusters Score -6300108 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6300110 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6300116 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6300107.500000 Penalty: 5149.634277
	Iteration 104Q: 3 clusters Score -6300108 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6300076.500000 Penalty: 5149.634277
	Iteration 105Q: 3 clusters Score -6300076 nChanged 31
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Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -6300071.000000 Penalty: 5149.634277
	Iteration 106Q: 3 clusters Score -6300071 nChanged 31
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6300080 nChanged 32
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Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -6300090.500000 Penalty: 5149.634277
	Iteration 108Q: 3 clusters Score -6300090 nChanged 29
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Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6300096.500000 Penalty: 5149.634277
	Iteration 109Q: 3 clusters Score -6300096 nChanged 26
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Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6300102 nChanged 24
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Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6300105.000000 Penalty: 5149.634277
	Iteration 111Q: 3 clusters Score -6300105 nChanged 27
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Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6300106 nChanged 24
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Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -6300119.500000 Penalty: 5149.634277
	Iteration 113Q: 3 clusters Score -6300120 nChanged 19
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Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6300109 nChanged 23
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Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6300111.500000 Penalty: 5149.634277
	Iteration 115Q: 3 clusters Score -6300112 nChanged 17
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Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6300112 nChanged 23
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Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6300108 nChanged 22
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Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6300111 nChanged 23
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6300101 nChanged 29
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Entering Unmasked Estep 
Score: -6300104.000000 Penalty: 5149.634277
	Iteration 120F: 3 clusters Score -6300104 nChanged 23
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6300100 nChanged 19
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	Iteration 122Q: 3 clusters Score -6300096 nChanged 21
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Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6300104 nChanged 15
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Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -6300112.000000 Penalty: 5149.634277
	Iteration 124Q: 3 clusters Score -6300112 nChanged 12
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6300110 nChanged 10
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Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6300101 nChanged 12
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Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6300109 nChanged 17
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Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6300108 nChanged 15
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -6300122.500000 Penalty: 5149.634277
	Iteration 129Q: 3 clusters Score -6300122 nChanged 18
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Entering Unmasked Estep 
Score: -6300131.000000 Penalty: 5149.634277
	Iteration 130Q: 3 clusters Score -6300131 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6300124.000000 Penalty: 5149.634277
	Iteration 131Q: 3 clusters Score -6300124 nChanged 13
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Entering Unmasked Estep 
Score: -6300126.000000 Penalty: 5149.634277
	Iteration 132Q: 3 clusters Score -6300126 nChanged 10
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	Iteration 133Q: 3 clusters Score -6300134 nChanged 4
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	Iteration 134Q: 3 clusters Score -6300132 nChanged 3
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Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6300134 nChanged 4
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Entering Unmasked Estep 
Score: -6300128.000000 Penalty: 5149.634277
	Iteration 136Q: 3 clusters Score -6300128 nChanged 6
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Entering Unmasked Estep 
Score: -6300118.500000 Penalty: 5149.634277
	Iteration 137Q: 3 clusters Score -6300118 nChanged 8
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Score: -6300123.500000 Penalty: 5149.634277
	Iteration 138Q: 3 clusters Score -6300124 nChanged 8
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6300112 nChanged 10
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Entering Unmasked Estep 
Score: -6300111.000000 Penalty: 5149.634277
	Iteration 140F: 3 clusters Score -6300111 nChanged 8
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6300112 nChanged 8
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Entering Unmasked Estep 
Score: -6300120.000000 Penalty: 5149.634277
	Iteration 142Q: 3 clusters Score -6300120 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6300121 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6260 members 
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Score: -6300116.500000 Penalty: 5149.634277
	Iteration 144Q: 3 clusters Score -6300116 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6259 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6300113 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6300112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6300116 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6300118 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6300118 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6264 members 
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	Iteration 150Q: 3 clusters Score -6300112 nChanged 9
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Entering Unmasked Estep 
Score: -6300119.500000 Penalty: 5149.634277
	Iteration 151Q: 3 clusters Score -6300120 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26028 members 
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	Iteration 152Q: 3 clusters Score -6300113 nChanged 10
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	Iteration 153Q: 3 clusters Score -6300113 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6300109.000000 Penalty: 5149.634277
	Iteration 154Q: 3 clusters Score -6300109 nChanged 9
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Score: -6300106.000000 Penalty: 5149.634277
	Iteration 155Q: 3 clusters Score -6300106 nChanged 9
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	Iteration 156Q: 3 clusters Score -6300100 nChanged 5
Entering Unmasked Mstep 
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Score: -6300095.500000 Penalty: 5149.634277
	Iteration 157Q: 3 clusters Score -6300096 nChanged 6
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Entering Unmasked Estep 
Score: -6300091.500000 Penalty: 5149.634277
	Iteration 158Q: 3 clusters Score -6300092 nChanged 8
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Entering Unmasked Estep 
Score: -6300089.000000 Penalty: 5149.634277
	Iteration 159Q: 3 clusters Score -6300089 nChanged 6
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	Iteration 160F: 3 clusters Score -6300094 nChanged 6
Entering Unmasked Mstep 
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	Iteration 161Q: 3 clusters Score -6300092 nChanged 5
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	Iteration 162Q: 3 clusters Score -6300098 nChanged 7
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	Iteration 163Q: 3 clusters Score -6300101 nChanged 10
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Score: -6300103.000000 Penalty: 5149.634277
	Iteration 164Q: 3 clusters Score -6300103 nChanged 14
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	Iteration 165Q: 3 clusters Score -6300100 nChanged 18
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	Iteration 166Q: 3 clusters Score -6300100 nChanged 19
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	Iteration 167Q: 3 clusters Score -6300098 nChanged 11
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	Iteration 168Q: 3 clusters Score -6300092 nChanged 16
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	Iteration 169Q: 3 clusters Score -6300094 nChanged 16
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	Iteration 170Q: 3 clusters Score -6300100 nChanged 13
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	Iteration 171Q: 3 clusters Score -6300102 nChanged 11
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	Iteration 172Q: 3 clusters Score -6300114 nChanged 7
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	Iteration 173Q: 3 clusters Score -6300100 nChanged 6
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	Iteration 174Q: 3 clusters Score -6300111 nChanged 8
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	Iteration 175Q: 3 clusters Score -6300098 nChanged 6
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	Iteration 176Q: 3 clusters Score -6300102 nChanged 14
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	Iteration 177Q: 3 clusters Score -6300100 nChanged 14
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	Iteration 178Q: 3 clusters Score -6300098 nChanged 19
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	Iteration 179Q: 3 clusters Score -6300098 nChanged 14
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	Iteration 180F: 3 clusters Score -6300098 nChanged 12
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	Iteration 181Q: 3 clusters Score -6300098 nChanged 8
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	Iteration 182Q: 3 clusters Score -6300108 nChanged 8
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	Iteration 183Q: 3 clusters Score -6300112 nChanged 7
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	Iteration 184Q: 3 clusters Score -6300113 nChanged 10
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	Iteration 185Q: 3 clusters Score -6300112 nChanged 9
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	Iteration 186Q: 3 clusters Score -6300104 nChanged 6
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	Iteration 187Q: 3 clusters Score -6300108 nChanged 10
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Entering Unmasked Estep 
Score: -6300093.500000 Penalty: 5149.634277
	Iteration 188Q: 3 clusters Score -6300094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6300092.000000 Penalty: 5149.634277
	Iteration 189Q: 3 clusters Score -6300092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6300089.500000 Penalty: 5149.634277
	Iteration 190Q: 3 clusters Score -6300090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6300101.500000 Penalty: 5149.634277
	Iteration 191Q: 3 clusters Score -6300102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6300100.000000 Penalty: 5149.634277
	Iteration 192Q: 3 clusters Score -6300100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -6300095.000000 Penalty: 5149.634277
	Iteration 193Q: 3 clusters Score -6300095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -6300101.000000 Penalty: 5149.634277
	Iteration 194Q: 3 clusters Score -6300101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6300106.000000 Penalty: 5149.634277
	Iteration 195Q: 3 clusters Score -6300106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6300102.000000 Penalty: 5149.634277
	Iteration 196Q: 3 clusters Score -6300102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -6300101.000000 Penalty: 5149.634277
	Iteration 197Q: 3 clusters Score -6300101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6300105.000000 Penalty: 5149.634277
	Iteration 198Q: 3 clusters Score -6300105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -6300101.000000 Penalty: 5149.634277
	Iteration 199Q: 3 clusters Score -6300101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -6300101.000000 Penalty: 5149.634277
	Iteration 200F: 3 clusters Score -6300101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Entering Unmasked Estep 
Score: -7773295.500000 Penalty: 2612.554443
	Iteration 0F: 2 clusters Score -7773296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -7764373.500000 Penalty: 5225.108887
	Iteration 0F: 3 clusters Score -7764374 nChanged 17109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -7773578.500000 Penalty: 5225.108887
	Iteration 1F: 3 clusters Score -7773578 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -7774049.500000 Penalty: 5225.108887
	Iteration 2F: 3 clusters Score -7774050 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -7774433.500000 Penalty: 5225.108887
	Iteration 3Q: 3 clusters Score -7774434 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -7774783.000000 Penalty: 5225.108887
	Iteration 4Q: 3 clusters Score -7774783 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -7775099.000000 Penalty: 5225.108887
	Iteration 5Q: 3 clusters Score -7775099 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -7775518.000000 Penalty: 5225.108887
	Iteration 6Q: 3 clusters Score -7775518 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -7776020.500000 Penalty: 5225.108887
	Iteration 7Q: 3 clusters Score -7776020 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -7776697.500000 Penalty: 5225.108887
	Iteration 8Q: 3 clusters Score -7776698 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7777572.500000 Penalty: 5225.108887
	Iteration 9Q: 3 clusters Score -7777572 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -7778767.000000 Penalty: 5225.108887
	Iteration 10F: 3 clusters Score -7778767 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -7780407.500000 Penalty: 5225.108887
	Iteration 11F: 3 clusters Score -7780408 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7781902.500000 Penalty: 5225.108887
	Iteration 12F: 3 clusters Score -7781902 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7782745.500000 Penalty: 5225.108887
	Iteration 13Q: 3 clusters Score -7782746 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -7783121.000000 Penalty: 5225.108887
	Iteration 14Q: 3 clusters Score -7783121 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -7783363.000000 Penalty: 5225.108887
	Iteration 15Q: 3 clusters Score -7783363 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -7783566.500000 Penalty: 5225.108887
	Iteration 16Q: 3 clusters Score -7783566 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -7783810.500000 Penalty: 5225.108887
	Iteration 17Q: 3 clusters Score -7783810 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7784002.000000 Penalty: 5225.108887
	Iteration 18Q: 3 clusters Score -7784002 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -7784187.000000 Penalty: 5225.108887
	Iteration 19Q: 3 clusters Score -7784187 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7784306.000000 Penalty: 5225.108887
	Iteration 20F: 3 clusters Score -7784306 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7784538.000000 Penalty: 5225.108887
	Iteration 21Q: 3 clusters Score -7784538 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7784706.500000 Penalty: 5225.108887
	Iteration 22Q: 3 clusters Score -7784706 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7784846.500000 Penalty: 5225.108887
	Iteration 23Q: 3 clusters Score -7784846 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -7784958.500000 Penalty: 5225.108887
	Iteration 24Q: 3 clusters Score -7784958 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7785059.500000 Penalty: 5225.108887
	Iteration 25Q: 3 clusters Score -7785060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -7785079.000000 Penalty: 5225.108887
	Iteration 26Q: 3 clusters Score -7785079 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -7785077.000000 Penalty: 5225.108887
	Iteration 27Q: 3 clusters Score -7785077 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -7785117.500000 Penalty: 5225.108887
	Iteration 28Q: 3 clusters Score -7785118 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -7785099.500000 Penalty: 5225.108887
	Iteration 29Q: 3 clusters Score -7785100 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -7785124.500000 Penalty: 5225.108887
	Iteration 30Q: 3 clusters Score -7785124 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -7785100.000000 Penalty: 5225.108887
	Iteration 31Q: 3 clusters Score -7785100 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7785089.000000 Penalty: 5225.108887
	Iteration 32Q: 3 clusters Score -7785089 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -7785083.000000 Penalty: 5225.108887
	Iteration 33Q: 3 clusters Score -7785083 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7785046.000000 Penalty: 5225.108887
	Iteration 34Q: 3 clusters Score -7785046 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7785056.500000 Penalty: 5225.108887
	Iteration 35Q: 3 clusters Score -7785056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7785013.000000 Penalty: 5225.108887
	Iteration 36Q: 3 clusters Score -7785013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7784994.500000 Penalty: 5225.108887
	Iteration 37Q: 3 clusters Score -7784994 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7784971.000000 Penalty: 5225.108887
	Iteration 38Q: 3 clusters Score -7784971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -7784957.500000 Penalty: 5225.108887
	Iteration 39Q: 3 clusters Score -7784958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -7784921.000000 Penalty: 5225.108887
	Iteration 40F: 3 clusters Score -7784921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -7784908.500000 Penalty: 5225.108887
	Iteration 41Q: 3 clusters Score -7784908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -7784909.000000 Penalty: 5225.108887
	Iteration 42Q: 3 clusters Score -7784909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -7784918.000000 Penalty: 5225.108887
	Iteration 43Q: 3 clusters Score -7784918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -7784909.500000 Penalty: 5225.108887
	Iteration 44Q: 3 clusters Score -7784910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -7784912.500000 Penalty: 5225.108887
	Iteration 45Q: 3 clusters Score -7784912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -7784919.500000 Penalty: 5225.108887
	Iteration 46Q: 3 clusters Score -7784920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -7784902.000000 Penalty: 5225.108887
	Iteration 47Q: 3 clusters Score -7784902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -7784916.500000 Penalty: 5225.108887
	Iteration 48Q: 3 clusters Score -7784916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -7784903.500000 Penalty: 5225.108887
	Iteration 49Q: 3 clusters Score -7784904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7784892.000000 Penalty: 5225.108887
	Iteration 50Q: 3 clusters Score -7784892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -7784889.000000 Penalty: 5225.108887
	Iteration 51Q: 3 clusters Score -7784889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -7784876.500000 Penalty: 5225.108887
	Iteration 52Q: 3 clusters Score -7784876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -7784858.500000 Penalty: 5225.108887
	Iteration 53Q: 3 clusters Score -7784858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -7784859.000000 Penalty: 5225.108887
	Iteration 54Q: 3 clusters Score -7784859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -7784871.000000 Penalty: 5225.108887
	Iteration 55Q: 3 clusters Score -7784871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -7784874.500000 Penalty: 5225.108887
	Iteration 56Q: 3 clusters Score -7784874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -7784864.000000 Penalty: 5225.108887
	Iteration 57Q: 3 clusters Score -7784864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -7784844.000000 Penalty: 5225.108887
	Iteration 58Q: 3 clusters Score -7784844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -7784841.500000 Penalty: 5225.108887
	Iteration 59Q: 3 clusters Score -7784842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7784838.000000 Penalty: 5225.108887
	Iteration 60F: 3 clusters Score -7784838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -7784820.500000 Penalty: 5225.108887
	Iteration 61Q: 3 clusters Score -7784820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7784823.000000 Penalty: 5225.108887
	Iteration 62Q: 3 clusters Score -7784823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -7784823.000000 Penalty: 5225.108887
	Iteration 63Q: 3 clusters Score -7784823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7784828.500000 Penalty: 5225.108887
	Iteration 64Q: 3 clusters Score -7784828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7784828.500000 Penalty: 5225.108887
	Iteration 65F: 3 clusters Score -7784828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Entering Unmasked Estep 
Score: -177294224.000000 Penalty: 129456.093750
Splitting cluster 13 changes total score from -177258080.000000 to -177294224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (33701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Entering Unmasked Estep 
Score: -6370486.000000 Penalty: 2585.469971
	Iteration 0F: 2 clusters Score -6370486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -6350506.500000 Penalty: 5170.939941
	Iteration 0F: 3 clusters Score -6350506 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -6358714.500000 Penalty: 5170.939941
	Iteration 1F: 3 clusters Score -6358714 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -6359256.500000 Penalty: 5170.939941
	Iteration 2Q: 3 clusters Score -6359256 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -6359787.500000 Penalty: 5170.939941
	Iteration 3Q: 3 clusters Score -6359788 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -6360387.000000 Penalty: 5170.939941
	Iteration 4Q: 3 clusters Score -6360387 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -6361197.500000 Penalty: 5170.939941
	Iteration 5Q: 3 clusters Score -6361198 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6362532.000000 Penalty: 5170.939941
	Iteration 6F: 3 clusters Score -6362532 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6363938.000000 Penalty: 5170.939941
	Iteration 7F: 3 clusters Score -6363938 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -6365171.500000 Penalty: 5170.939941
	Iteration 8F: 3 clusters Score -6365172 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -6366111.500000 Penalty: 5170.939941
	Iteration 9F: 3 clusters Score -6366112 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6366650.000000 Penalty: 5170.939941
	Iteration 10Q: 3 clusters Score -6366650 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6367017.500000 Penalty: 5170.939941
	Iteration 11Q: 3 clusters Score -6367018 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -6367358.000000 Penalty: 5170.939941
	Iteration 12Q: 3 clusters Score -6367358 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6367525.500000 Penalty: 5170.939941
	Iteration 13Q: 3 clusters Score -6367526 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -6367686.500000 Penalty: 5170.939941
	Iteration 14Q: 3 clusters Score -6367686 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6367775.500000 Penalty: 5170.939941
	Iteration 15Q: 3 clusters Score -6367776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6367842.000000 Penalty: 5170.939941
	Iteration 16Q: 3 clusters Score -6367842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -6367905.000000 Penalty: 5170.939941
	Iteration 17Q: 3 clusters Score -6367905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -6367959.000000 Penalty: 5170.939941
	Iteration 18Q: 3 clusters Score -6367959 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -6368048.000000 Penalty: 5170.939941
	Iteration 19Q: 3 clusters Score -6368048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -6368059.500000 Penalty: 5170.939941
	Iteration 20F: 3 clusters Score -6368060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -6368112.000000 Penalty: 5170.939941
	Iteration 21Q: 3 clusters Score -6368112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -6368134.500000 Penalty: 5170.939941
	Iteration 22Q: 3 clusters Score -6368134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -6368151.000000 Penalty: 5170.939941
	Iteration 23Q: 3 clusters Score -6368151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -6368182.000000 Penalty: 5170.939941
	Iteration 24Q: 3 clusters Score -6368182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -6368196.500000 Penalty: 5170.939941
	Iteration 25Q: 3 clusters Score -6368196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -6368207.000000 Penalty: 5170.939941
	Iteration 26Q: 3 clusters Score -6368207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -6368209.000000 Penalty: 5170.939941
	Iteration 27Q: 3 clusters Score -6368209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -6368209.000000 Penalty: 5170.939941
	Iteration 28Q: 3 clusters Score -6368209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -6368219.500000 Penalty: 5170.939941
	Iteration 29Q: 3 clusters Score -6368220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6368220.000000 Penalty: 5170.939941
	Iteration 30Q: 3 clusters Score -6368220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6368232.000000 Penalty: 5170.939941
	Iteration 31Q: 3 clusters Score -6368232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6368242.000000 Penalty: 5170.939941
	Iteration 32Q: 3 clusters Score -6368242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -6368241.500000 Penalty: 5170.939941
	Iteration 33Q: 3 clusters Score -6368242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6368247.000000 Penalty: 5170.939941
	Iteration 34Q: 3 clusters Score -6368247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -6368248.000000 Penalty: 5170.939941
	Iteration 35Q: 3 clusters Score -6368248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -6368249.500000 Penalty: 5170.939941
	Iteration 36Q: 3 clusters Score -6368250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -6368261.000000 Penalty: 5170.939941
	Iteration 37Q: 3 clusters Score -6368261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -6368265.000000 Penalty: 5170.939941
	Iteration 38Q: 3 clusters Score -6368265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6368261.000000 Penalty: 5170.939941
	Iteration 39Q: 3 clusters Score -6368261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -6368269.500000 Penalty: 5170.939941
	Iteration 40F: 3 clusters Score -6368270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -6368273.500000 Penalty: 5170.939941
	Iteration 41Q: 3 clusters Score -6368274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6368273.000000 Penalty: 5170.939941
	Iteration 42Q: 3 clusters Score -6368273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6368272.000000 Penalty: 5170.939941
	Iteration 43Q: 3 clusters Score -6368272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6368273.000000 Penalty: 5170.939941
	Iteration 44Q: 3 clusters Score -6368273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -6368272.500000 Penalty: 5170.939941
	Iteration 45Q: 3 clusters Score -6368272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -6368287.000000 Penalty: 5170.939941
	Iteration 46Q: 3 clusters Score -6368287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -6368284.000000 Penalty: 5170.939941
	Iteration 47Q: 3 clusters Score -6368284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -6368288.000000 Penalty: 5170.939941
	Iteration 48Q: 3 clusters Score -6368288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6368292.000000 Penalty: 5170.939941
	Iteration 49Q: 3 clusters Score -6368292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6368294.000000 Penalty: 5170.939941
	Iteration 50Q: 3 clusters Score -6368294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6368294.000000 Penalty: 5170.939941
	Iteration 51F: 3 clusters Score -6368294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -265124.593750 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -265124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -262815.468750 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -262815.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -263272.343750 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -263272.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -263464.531250 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -263464.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -263650.906250 Penalty: 3626.032959
	Iteration 3F: 3 clusters Score -263650.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -263981.906250 Penalty: 3626.032959
	Iteration 4F: 3 clusters Score -263981.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -264322.406250 Penalty: 3626.032959
	Iteration 5F: 3 clusters Score -264322.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264831.125000 Penalty: 3626.032959
	Iteration 6F: 3 clusters Score -264831.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -265963.250000 Penalty: 3626.032959
	Iteration 7F: 3 clusters Score -265963.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -266550.000000 Penalty: 3626.032959
	Iteration 8F: 3 clusters Score -266550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -266897.531250 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -266897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -267016.125000 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -267016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -267027.656250 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -267027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -267027.656250 Penalty: 3626.032959
	Iteration 12F: 3 clusters Score -267027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 33022 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Entering Unmasked Estep 
Score: -177294256.000000 Penalty: 132862.828125
Splitting cluster 15 changes total score from -177258080.000000 to -177294256.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 16 (15165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Entering Unmasked Estep 
Score: -2873910.250000 Penalty: 2387.432861
	Iteration 0F: 2 clusters Score -2873910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2862887.250000 Penalty: 4774.865723
	Iteration 0F: 3 clusters Score -2862887 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2866310.250000 Penalty: 4774.865723
	Iteration 1F: 3 clusters Score -2866310 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2866702.500000 Penalty: 4774.865723
	Iteration 2F: 3 clusters Score -2866702 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2867075.250000 Penalty: 4774.865723
	Iteration 3F: 3 clusters Score -2867075 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2867497.750000 Penalty: 4774.865723
	Iteration 4F: 3 clusters Score -2867498 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2868034.750000 Penalty: 4774.865723
	Iteration 5F: 3 clusters Score -2868035 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2868739.500000 Penalty: 4774.865723
	Iteration 6F: 3 clusters Score -2868740 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2869535.000000 Penalty: 4774.865723
	Iteration 7F: 3 clusters Score -2869535 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2870240.250000 Penalty: 4774.865723
	Iteration 8F: 3 clusters Score -2870240 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2870759.250000 Penalty: 4774.865723
	Iteration 9Q: 3 clusters Score -2870759 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2871115.000000 Penalty: 4774.865723
	Iteration 10Q: 3 clusters Score -2871115 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2871323.250000 Penalty: 4774.865723
	Iteration 11Q: 3 clusters Score -2871323 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2871432.000000 Penalty: 4774.865723
	Iteration 12Q: 3 clusters Score -2871432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2871513.000000 Penalty: 4774.865723
	Iteration 13Q: 3 clusters Score -2871513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2871564.000000 Penalty: 4774.865723
	Iteration 14Q: 3 clusters Score -2871564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2871595.250000 Penalty: 4774.865723
	Iteration 15Q: 3 clusters Score -2871595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2871614.000000 Penalty: 4774.865723
	Iteration 16Q: 3 clusters Score -2871614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2871613.750000 Penalty: 4774.865723
	Iteration 17Q: 3 clusters Score -2871614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2871624.500000 Penalty: 4774.865723
	Iteration 18Q: 3 clusters Score -2871624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2871631.000000 Penalty: 4774.865723
	Iteration 19Q: 3 clusters Score -2871631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2871640.750000 Penalty: 4774.865723
	Iteration 20F: 3 clusters Score -2871641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2871643.750000 Penalty: 4774.865723
	Iteration 21Q: 3 clusters Score -2871644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2871647.250000 Penalty: 4774.865723
	Iteration 22Q: 3 clusters Score -2871647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2871649.000000 Penalty: 4774.865723
	Iteration 23Q: 3 clusters Score -2871649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2871652.000000 Penalty: 4774.865723
	Iteration 24Q: 3 clusters Score -2871652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2871651.000000 Penalty: 4774.865723
	Iteration 25Q: 3 clusters Score -2871651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2871651.000000 Penalty: 4774.865723
	Iteration 26Q: 3 clusters Score -2871651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2871652.000000 Penalty: 4774.865723
	Iteration 27Q: 3 clusters Score -2871652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2871652.750000 Penalty: 4774.865723
	Iteration 28Q: 3 clusters Score -2871653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2871652.000000 Penalty: 4774.865723
	Iteration 29Q: 3 clusters Score -2871652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2871652.000000 Penalty: 4774.865723
	Iteration 30F: 3 clusters Score -2871652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -223250.093750 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -223250.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -221220.234375 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -221220.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -221652.406250 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -221652.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221834.281250 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -221834.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -222000.328125 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -222000.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -222097.609375 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -222097.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -222196.875000 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -222196.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -222265.109375 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -222265.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -222304.546875 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -222304.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222344.671875 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -222344.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -222391.125000 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -222391.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -222424.359375 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -222424.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -222461.671875 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -222461.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -222487.890625 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -222487.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -222515.906250 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -222515.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -222538.734375 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -222538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -222551.328125 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -222551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -222557.968750 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -222558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -222560.953125 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -222561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222563.984375 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -222564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222566.734375 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -222566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -222571.546875 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -222571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222573.703125 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -222573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -222573.703125 Penalty: 3489.929688
	Iteration 22F: 3 clusters Score -222573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (34735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Entering Unmasked Estep 
Score: -6461631.000000 Penalty: 2592.964844
	Iteration 0F: 2 clusters Score -6461631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6440864.500000 Penalty: 5185.929688
	Iteration 0F: 3 clusters Score -6440864 nChanged 15716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -6449299.500000 Penalty: 5185.929688
	Iteration 1F: 3 clusters Score -6449300 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -6449882.000000 Penalty: 5185.929688
	Iteration 2Q: 3 clusters Score -6449882 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -6450505.000000 Penalty: 5185.929688
	Iteration 3Q: 3 clusters Score -6450505 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -6451207.500000 Penalty: 5185.929688
	Iteration 4Q: 3 clusters Score -6451208 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -6452086.000000 Penalty: 5185.929688
	Iteration 5Q: 3 clusters Score -6452086 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -6453267.000000 Penalty: 5185.929688
	Iteration 6F: 3 clusters Score -6453267 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -6454672.000000 Penalty: 5185.929688
	Iteration 7F: 3 clusters Score -6454672 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6456082.000000 Penalty: 5185.929688
	Iteration 8F: 3 clusters Score -6456082 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6457233.500000 Penalty: 5185.929688
	Iteration 9F: 3 clusters Score -6457234 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6458042.500000 Penalty: 5185.929688
	Iteration 10Q: 3 clusters Score -6458042 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -6458488.000000 Penalty: 5185.929688
	Iteration 11Q: 3 clusters Score -6458488 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6458874.500000 Penalty: 5185.929688
	Iteration 12Q: 3 clusters Score -6458874 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6459062.500000 Penalty: 5185.929688
	Iteration 13Q: 3 clusters Score -6459062 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6459140.500000 Penalty: 5185.929688
	Iteration 14Q: 3 clusters Score -6459140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6459232.500000 Penalty: 5185.929688
	Iteration 15Q: 3 clusters Score -6459232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6459288.000000 Penalty: 5185.929688
	Iteration 16Q: 3 clusters Score -6459288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6459335.000000 Penalty: 5185.929688
	Iteration 17Q: 3 clusters Score -6459335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6459366.000000 Penalty: 5185.929688
	Iteration 18Q: 3 clusters Score -6459366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6459398.000000 Penalty: 5185.929688
	Iteration 19Q: 3 clusters Score -6459398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6459399.000000 Penalty: 5185.929688
	Iteration 20F: 3 clusters Score -6459399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6459440.500000 Penalty: 5185.929688
	Iteration 21Q: 3 clusters Score -6459440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6459432.000000 Penalty: 5185.929688
	Iteration 22Q: 3 clusters Score -6459432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6459437.000000 Penalty: 5185.929688
	Iteration 23Q: 3 clusters Score -6459437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6459434.500000 Penalty: 5185.929688
	Iteration 24Q: 3 clusters Score -6459434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6459454.000000 Penalty: 5185.929688
	Iteration 25Q: 3 clusters Score -6459454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6459452.000000 Penalty: 5185.929688
	Iteration 26Q: 3 clusters Score -6459452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6459467.500000 Penalty: 5185.929688
	Iteration 27Q: 3 clusters Score -6459468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6459470.500000 Penalty: 5185.929688
	Iteration 28Q: 3 clusters Score -6459470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6459480.500000 Penalty: 5185.929688
	Iteration 29Q: 3 clusters Score -6459480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6459504.500000 Penalty: 5185.929688
	Iteration 30Q: 3 clusters Score -6459504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6459510.500000 Penalty: 5185.929688
	Iteration 31Q: 3 clusters Score -6459510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6459523.500000 Penalty: 5185.929688
	Iteration 32Q: 3 clusters Score -6459524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6459523.000000 Penalty: 5185.929688
	Iteration 33Q: 3 clusters Score -6459523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6459522.000000 Penalty: 5185.929688
	Iteration 34Q: 3 clusters Score -6459522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6459515.500000 Penalty: 5185.929688
	Iteration 35Q: 3 clusters Score -6459516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6459516.000000 Penalty: 5185.929688
	Iteration 36Q: 3 clusters Score -6459516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6459518.000000 Penalty: 5185.929688
	Iteration 37Q: 3 clusters Score -6459518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6459514.500000 Penalty: 5185.929688
	Iteration 38Q: 3 clusters Score -6459514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6459510.000000 Penalty: 5185.929688
	Iteration 39Q: 3 clusters Score -6459510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6459517.500000 Penalty: 5185.929688
	Iteration 40F: 3 clusters Score -6459518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6459514.500000 Penalty: 5185.929688
	Iteration 41Q: 3 clusters Score -6459514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6459516.000000 Penalty: 5185.929688
	Iteration 42Q: 3 clusters Score -6459516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6459516.000000 Penalty: 5185.929688
	Iteration 43F: 3 clusters Score -6459516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Entering Unmasked Estep 
Score: -6621451.500000 Penalty: 2580.422363
	Iteration 0F: 2 clusters Score -6621452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -6606131.000000 Penalty: 5160.844727
	Iteration 0F: 3 clusters Score -6606131 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6614405.500000 Penalty: 5160.844727
	Iteration 1F: 3 clusters Score -6614406 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -6614847.500000 Penalty: 5160.844727
	Iteration 2Q: 3 clusters Score -6614848 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -6615195.500000 Penalty: 5160.844727
	Iteration 3Q: 3 clusters Score -6615196 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -6615535.000000 Penalty: 5160.844727
	Iteration 4Q: 3 clusters Score -6615535 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -6615804.000000 Penalty: 5160.844727
	Iteration 5Q: 3 clusters Score -6615804 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -6616112.500000 Penalty: 5160.844727
	Iteration 6Q: 3 clusters Score -6616112 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -6616432.000000 Penalty: 5160.844727
	Iteration 7Q: 3 clusters Score -6616432 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -6616809.000000 Penalty: 5160.844727
	Iteration 8Q: 3 clusters Score -6616809 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -6617223.500000 Penalty: 5160.844727
	Iteration 9Q: 3 clusters Score -6617224 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -6617920.000000 Penalty: 5160.844727
	Iteration 10Q: 3 clusters Score -6617920 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6618750.500000 Penalty: 5160.844727
	Iteration 11F: 3 clusters Score -6618750 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -6619801.500000 Penalty: 5160.844727
	Iteration 12F: 3 clusters Score -6619802 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -6620548.500000 Penalty: 5160.844727
	Iteration 13F: 3 clusters Score -6620548 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -6620972.000000 Penalty: 5160.844727
	Iteration 14Q: 3 clusters Score -6620972 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -6621155.000000 Penalty: 5160.844727
	Iteration 15Q: 3 clusters Score -6621155 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -6621243.500000 Penalty: 5160.844727
	Iteration 16Q: 3 clusters Score -6621244 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -6621278.000000 Penalty: 5160.844727
	Iteration 17Q: 3 clusters Score -6621278 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -6621288.000000 Penalty: 5160.844727
	Iteration 18Q: 3 clusters Score -6621288 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6621239.000000 Penalty: 5160.844727
	Iteration 19Q: 3 clusters Score -6621239 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6621317.500000 Penalty: 5160.844727
	Iteration 20F: 3 clusters Score -6621318 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -6621395.500000 Penalty: 5160.844727
	Iteration 21Q: 3 clusters Score -6621396 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6621456.000000 Penalty: 5160.844727
	Iteration 22Q: 3 clusters Score -6621456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -6621478.000000 Penalty: 5160.844727
	Iteration 23Q: 3 clusters Score -6621478 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -6621506.000000 Penalty: 5160.844727
	Iteration 24Q: 3 clusters Score -6621506 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6621518.500000 Penalty: 5160.844727
	Iteration 25Q: 3 clusters Score -6621518 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6621515.500000 Penalty: 5160.844727
	Iteration 26Q: 3 clusters Score -6621516 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -6621546.000000 Penalty: 5160.844727
	Iteration 27Q: 3 clusters Score -6621546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -6621508.000000 Penalty: 5160.844727
	Iteration 28Q: 3 clusters Score -6621508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -6621459.500000 Penalty: 5160.844727
	Iteration 29Q: 3 clusters Score -6621460 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -6621396.500000 Penalty: 5160.844727
	Iteration 30Q: 3 clusters Score -6621396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -6621323.500000 Penalty: 5160.844727
	Iteration 31Q: 3 clusters Score -6621324 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -6621224.000000 Penalty: 5160.844727
	Iteration 32Q: 3 clusters Score -6621224 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6621196.500000 Penalty: 5160.844727
	Iteration 33Q: 3 clusters Score -6621196 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -6621211.000000 Penalty: 5160.844727
	Iteration 34Q: 3 clusters Score -6621211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -6621212.000000 Penalty: 5160.844727
	Iteration 35Q: 3 clusters Score -6621212 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -6621206.000000 Penalty: 5160.844727
	Iteration 36Q: 3 clusters Score -6621206 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6621211.000000 Penalty: 5160.844727
	Iteration 37Q: 3 clusters Score -6621211 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -6621192.500000 Penalty: 5160.844727
	Iteration 38Q: 3 clusters Score -6621192 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -6621200.000000 Penalty: 5160.844727
	Iteration 39Q: 3 clusters Score -6621200 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -6621232.500000 Penalty: 5160.844727
	Iteration 40F: 3 clusters Score -6621232 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -6621213.500000 Penalty: 5160.844727
	Iteration 41Q: 3 clusters Score -6621214 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -6621173.500000 Penalty: 5160.844727
	Iteration 42Q: 3 clusters Score -6621174 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6621215.500000 Penalty: 5160.844727
	Iteration 43Q: 3 clusters Score -6621216 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -6621218.500000 Penalty: 5160.844727
	Iteration 44Q: 3 clusters Score -6621218 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6621249.500000 Penalty: 5160.844727
	Iteration 45Q: 3 clusters Score -6621250 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6621301.500000 Penalty: 5160.844727
	Iteration 46Q: 3 clusters Score -6621302 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -6621326.500000 Penalty: 5160.844727
	Iteration 47Q: 3 clusters Score -6621326 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -6621387.500000 Penalty: 5160.844727
	Iteration 48Q: 3 clusters Score -6621388 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6621418.000000 Penalty: 5160.844727
	Iteration 49Q: 3 clusters Score -6621418 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6621447.000000 Penalty: 5160.844727
	Iteration 50Q: 3 clusters Score -6621447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -6621511.000000 Penalty: 5160.844727
	Iteration 51Q: 3 clusters Score -6621511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -6621557.000000 Penalty: 5160.844727
	Iteration 52Q: 3 clusters Score -6621557 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -6621579.500000 Penalty: 5160.844727
	Iteration 53Q: 3 clusters Score -6621580 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -6621583.000000 Penalty: 5160.844727
	Iteration 54Q: 3 clusters Score -6621583 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -6621607.500000 Penalty: 5160.844727
	Iteration 55Q: 3 clusters Score -6621608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -6621638.500000 Penalty: 5160.844727
	Iteration 56Q: 3 clusters Score -6621638 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6621676.000000 Penalty: 5160.844727
	Iteration 57Q: 3 clusters Score -6621676 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -6621711.000000 Penalty: 5160.844727
	Iteration 58Q: 3 clusters Score -6621711 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6621739.500000 Penalty: 5160.844727
	Iteration 59Q: 3 clusters Score -6621740 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -6621767.500000 Penalty: 5160.844727
	Iteration 60F: 3 clusters Score -6621768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6621791.500000 Penalty: 5160.844727
	Iteration 61Q: 3 clusters Score -6621792 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -6621792.500000 Penalty: 5160.844727
	Iteration 62Q: 3 clusters Score -6621792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -6621818.000000 Penalty: 5160.844727
	Iteration 63Q: 3 clusters Score -6621818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -6621835.500000 Penalty: 5160.844727
	Iteration 64Q: 3 clusters Score -6621836 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -6621847.500000 Penalty: 5160.844727
	Iteration 65Q: 3 clusters Score -6621848 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -6621852.000000 Penalty: 5160.844727
	Iteration 66Q: 3 clusters Score -6621852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -6621846.000000 Penalty: 5160.844727
	Iteration 67Q: 3 clusters Score -6621846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -6621857.000000 Penalty: 5160.844727
	Iteration 68Q: 3 clusters Score -6621857 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6621879.000000 Penalty: 5160.844727
	Iteration 69Q: 3 clusters Score -6621879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -6621887.000000 Penalty: 5160.844727
	Iteration 70Q: 3 clusters Score -6621887 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -6621911.000000 Penalty: 5160.844727
	Iteration 71Q: 3 clusters Score -6621911 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -6621897.500000 Penalty: 5160.844727
	Iteration 72Q: 3 clusters Score -6621898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -6621877.500000 Penalty: 5160.844727
	Iteration 73Q: 3 clusters Score -6621878 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -6621928.000000 Penalty: 5160.844727
	Iteration 74Q: 3 clusters Score -6621928 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -6621950.000000 Penalty: 5160.844727
	Iteration 75Q: 3 clusters Score -6621950 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6621939.500000 Penalty: 5160.844727
	Iteration 76Q: 3 clusters Score -6621940 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6621950.500000 Penalty: 5160.844727
	Iteration 77Q: 3 clusters Score -6621950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -6621972.000000 Penalty: 5160.844727
	Iteration 78Q: 3 clusters Score -6621972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -6621968.000000 Penalty: 5160.844727
	Iteration 79Q: 3 clusters Score -6621968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6621959.000000 Penalty: 5160.844727
	Iteration 80F: 3 clusters Score -6621959 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -6621988.500000 Penalty: 5160.844727
	Iteration 81Q: 3 clusters Score -6621988 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -6621981.500000 Penalty: 5160.844727
	Iteration 82Q: 3 clusters Score -6621982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -6621994.500000 Penalty: 5160.844727
	Iteration 83Q: 3 clusters Score -6621994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6622004.000000 Penalty: 5160.844727
	Iteration 84Q: 3 clusters Score -6622004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -6622017.000000 Penalty: 5160.844727
	Iteration 85Q: 3 clusters Score -6622017 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6622045.000000 Penalty: 5160.844727
	Iteration 86Q: 3 clusters Score -6622045 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6622055.500000 Penalty: 5160.844727
	Iteration 87Q: 3 clusters Score -6622056 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -6622056.000000 Penalty: 5160.844727
	Iteration 88Q: 3 clusters Score -6622056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6622069.500000 Penalty: 5160.844727
	Iteration 89Q: 3 clusters Score -6622070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -6622067.000000 Penalty: 5160.844727
	Iteration 90Q: 3 clusters Score -6622067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -6622044.500000 Penalty: 5160.844727
	Iteration 91Q: 3 clusters Score -6622044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -6622042.500000 Penalty: 5160.844727
	Iteration 92Q: 3 clusters Score -6622042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -6622030.000000 Penalty: 5160.844727
	Iteration 93Q: 3 clusters Score -6622030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -6622038.500000 Penalty: 5160.844727
	Iteration 94Q: 3 clusters Score -6622038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -6622026.000000 Penalty: 5160.844727
	Iteration 95Q: 3 clusters Score -6622026 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -6622041.000000 Penalty: 5160.844727
	Iteration 96Q: 3 clusters Score -6622041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6622053.500000 Penalty: 5160.844727
	Iteration 97Q: 3 clusters Score -6622054 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6622060.500000 Penalty: 5160.844727
	Iteration 98Q: 3 clusters Score -6622060 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6622057.000000 Penalty: 5160.844727
	Iteration 99Q: 3 clusters Score -6622057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -6622043.500000 Penalty: 5160.844727
	Iteration 100F: 3 clusters Score -6622044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6622048.500000 Penalty: 5160.844727
	Iteration 101Q: 3 clusters Score -6622048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -6622043.500000 Penalty: 5160.844727
	Iteration 102Q: 3 clusters Score -6622044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -6622037.000000 Penalty: 5160.844727
	Iteration 103Q: 3 clusters Score -6622037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6622038.000000 Penalty: 5160.844727
	Iteration 104Q: 3 clusters Score -6622038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6622048.000000 Penalty: 5160.844727
	Iteration 105Q: 3 clusters Score -6622048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -6622048.000000 Penalty: 5160.844727
	Iteration 106Q: 3 clusters Score -6622048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6622061.500000 Penalty: 5160.844727
	Iteration 107Q: 3 clusters Score -6622062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6622061.000000 Penalty: 5160.844727
	Iteration 108Q: 3 clusters Score -6622061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -6622069.000000 Penalty: 5160.844727
	Iteration 109Q: 3 clusters Score -6622069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -6622076.500000 Penalty: 5160.844727
	Iteration 110Q: 3 clusters Score -6622076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -6622080.500000 Penalty: 5160.844727
	Iteration 111Q: 3 clusters Score -6622080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -6622076.500000 Penalty: 5160.844727
	Iteration 112Q: 3 clusters Score -6622076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6622070.000000 Penalty: 5160.844727
	Iteration 113Q: 3 clusters Score -6622070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -6622072.000000 Penalty: 5160.844727
	Iteration 114Q: 3 clusters Score -6622072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -6622081.000000 Penalty: 5160.844727
	Iteration 115Q: 3 clusters Score -6622081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -6622060.500000 Penalty: 5160.844727
	Iteration 116Q: 3 clusters Score -6622060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -6622055.000000 Penalty: 5160.844727
	Iteration 117Q: 3 clusters Score -6622055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -6622061.500000 Penalty: 5160.844727
	Iteration 118Q: 3 clusters Score -6622062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -6622055.000000 Penalty: 5160.844727
	Iteration 119Q: 3 clusters Score -6622055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -6622056.000000 Penalty: 5160.844727
	Iteration 120F: 3 clusters Score -6622056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6622050.500000 Penalty: 5160.844727
	Iteration 121Q: 3 clusters Score -6622050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6622053.000000 Penalty: 5160.844727
	Iteration 122Q: 3 clusters Score -6622053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -6622060.500000 Penalty: 5160.844727
	Iteration 123Q: 3 clusters Score -6622060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -6622047.500000 Penalty: 5160.844727
	Iteration 124Q: 3 clusters Score -6622048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -6622042.500000 Penalty: 5160.844727
	Iteration 125Q: 3 clusters Score -6622042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -6622049.000000 Penalty: 5160.844727
	Iteration 126Q: 3 clusters Score -6622049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6622053.000000 Penalty: 5160.844727
	Iteration 127Q: 3 clusters Score -6622053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -6622052.500000 Penalty: 5160.844727
	Iteration 128Q: 3 clusters Score -6622052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -6622054.500000 Penalty: 5160.844727
	Iteration 129Q: 3 clusters Score -6622054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6622040.000000 Penalty: 5160.844727
	Iteration 130Q: 3 clusters Score -6622040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -6622048.500000 Penalty: 5160.844727
	Iteration 131Q: 3 clusters Score -6622048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -6622052.500000 Penalty: 5160.844727
	Iteration 132Q: 3 clusters Score -6622052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -6622052.000000 Penalty: 5160.844727
	Iteration 133Q: 3 clusters Score -6622052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -6622057.500000 Penalty: 5160.844727
	Iteration 134Q: 3 clusters Score -6622058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -6622064.000000 Penalty: 5160.844727
	Iteration 135Q: 3 clusters Score -6622064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -6622059.500000 Penalty: 5160.844727
	Iteration 136Q: 3 clusters Score -6622060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6622061.500000 Penalty: 5160.844727
	Iteration 137Q: 3 clusters Score -6622062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -6622061.000000 Penalty: 5160.844727
	Iteration 138Q: 3 clusters Score -6622061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -6622058.500000 Penalty: 5160.844727
	Iteration 139Q: 3 clusters Score -6622058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6622060.500000 Penalty: 5160.844727
	Iteration 140F: 3 clusters Score -6622060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -6622064.000000 Penalty: 5160.844727
	Iteration 141Q: 3 clusters Score -6622064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -6622069.000000 Penalty: 5160.844727
	Iteration 142Q: 3 clusters Score -6622069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -6622075.500000 Penalty: 5160.844727
	Iteration 143Q: 3 clusters Score -6622076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -6622065.500000 Penalty: 5160.844727
	Iteration 144Q: 3 clusters Score -6622066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -6622074.500000 Penalty: 5160.844727
	Iteration 145Q: 3 clusters Score -6622074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -6622073.500000 Penalty: 5160.844727
	Iteration 146Q: 3 clusters Score -6622074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -6622084.000000 Penalty: 5160.844727
	Iteration 147Q: 3 clusters Score -6622084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6622075.500000 Penalty: 5160.844727
	Iteration 148Q: 3 clusters Score -6622076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -6622076.500000 Penalty: 5160.844727
	Iteration 149Q: 3 clusters Score -6622076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -6622079.500000 Penalty: 5160.844727
	Iteration 150Q: 3 clusters Score -6622080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6622075.000000 Penalty: 5160.844727
	Iteration 151Q: 3 clusters Score -6622075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -6622075.000000 Penalty: 5160.844727
	Iteration 152Q: 3 clusters Score -6622075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6622068.000000 Penalty: 5160.844727
	Iteration 153Q: 3 clusters Score -6622068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6622068.000000 Penalty: 5160.844727
	Iteration 154F: 3 clusters Score -6622068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Entering Unmasked Estep 
Score: -177296032.000000 Penalty: 136269.562500
Splitting cluster 19 changes total score from -177258080.000000 to -177296032.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (40379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Entering Unmasked Estep 
Score: -8172050.000000 Penalty: 2630.303955
	Iteration 0F: 2 clusters Score -8172050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -8159133.000000 Penalty: 5260.607910
	Iteration 0F: 3 clusters Score -8159133 nChanged 18502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8169297.500000 Penalty: 5260.607910
	Iteration 1F: 3 clusters Score -8169298 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8169772.000000 Penalty: 5260.607910
	Iteration 2Q: 3 clusters Score -8169772 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8170248.500000 Penalty: 5260.607910
	Iteration 3Q: 3 clusters Score -8170248 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8170650.000000 Penalty: 5260.607910
	Iteration 4Q: 3 clusters Score -8170650 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8171219.000000 Penalty: 5260.607910
	Iteration 5Q: 3 clusters Score -8171219 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8171890.000000 Penalty: 5260.607910
	Iteration 6Q: 3 clusters Score -8171890 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8172913.000000 Penalty: 5260.607910
	Iteration 7Q: 3 clusters Score -8172913 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8174056.000000 Penalty: 5260.607910
	Iteration 8F: 3 clusters Score -8174056 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8175156.000000 Penalty: 5260.607910
	Iteration 9F: 3 clusters Score -8175156 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -8176416.500000 Penalty: 5260.607910
	Iteration 10F: 3 clusters Score -8176416 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8177570.500000 Penalty: 5260.607910
	Iteration 11F: 3 clusters Score -8177570 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -8178582.500000 Penalty: 5260.607910
	Iteration 12F: 3 clusters Score -8178582 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -8179302.500000 Penalty: 5260.607910
	Iteration 13Q: 3 clusters Score -8179302 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -8179635.000000 Penalty: 5260.607910
	Iteration 14Q: 3 clusters Score -8179635 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -8179845.500000 Penalty: 5260.607910
	Iteration 15Q: 3 clusters Score -8179846 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -8179866.000000 Penalty: 5260.607910
	Iteration 16Q: 3 clusters Score -8179866 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -8179931.500000 Penalty: 5260.607910
	Iteration 17Q: 3 clusters Score -8179932 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -8180025.500000 Penalty: 5260.607910
	Iteration 18Q: 3 clusters Score -8180026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -8180055.500000 Penalty: 5260.607910
	Iteration 19Q: 3 clusters Score -8180056 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -8180086.000000 Penalty: 5260.607910
	Iteration 20F: 3 clusters Score -8180086 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -8180165.500000 Penalty: 5260.607910
	Iteration 21Q: 3 clusters Score -8180166 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -8180187.500000 Penalty: 5260.607910
	Iteration 22Q: 3 clusters Score -8180188 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -8180235.000000 Penalty: 5260.607910
	Iteration 23Q: 3 clusters Score -8180235 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8180264.000000 Penalty: 5260.607910
	Iteration 24Q: 3 clusters Score -8180264 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -8180304.500000 Penalty: 5260.607910
	Iteration 25Q: 3 clusters Score -8180304 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -8180372.500000 Penalty: 5260.607910
	Iteration 26Q: 3 clusters Score -8180372 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -8180429.000000 Penalty: 5260.607910
	Iteration 27Q: 3 clusters Score -8180429 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -8180459.500000 Penalty: 5260.607910
	Iteration 28Q: 3 clusters Score -8180460 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -8180493.000000 Penalty: 5260.607910
	Iteration 29Q: 3 clusters Score -8180493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -8180503.500000 Penalty: 5260.607910
	Iteration 30Q: 3 clusters Score -8180504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -8180557.000000 Penalty: 5260.607910
	Iteration 31Q: 3 clusters Score -8180557 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8180603.500000 Penalty: 5260.607910
	Iteration 32Q: 3 clusters Score -8180604 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -8180650.500000 Penalty: 5260.607910
	Iteration 33Q: 3 clusters Score -8180650 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -8180726.000000 Penalty: 5260.607910
	Iteration 34Q: 3 clusters Score -8180726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8180780.000000 Penalty: 5260.607910
	Iteration 35Q: 3 clusters Score -8180780 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8180815.000000 Penalty: 5260.607910
	Iteration 36Q: 3 clusters Score -8180815 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -8180854.500000 Penalty: 5260.607910
	Iteration 37Q: 3 clusters Score -8180854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -8180861.500000 Penalty: 5260.607910
	Iteration 38Q: 3 clusters Score -8180862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -8180877.500000 Penalty: 5260.607910
	Iteration 39Q: 3 clusters Score -8180878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -8180879.500000 Penalty: 5260.607910
	Iteration 40F: 3 clusters Score -8180880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8180887.500000 Penalty: 5260.607910
	Iteration 41Q: 3 clusters Score -8180888 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8180900.000000 Penalty: 5260.607910
	Iteration 42Q: 3 clusters Score -8180900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8180901.000000 Penalty: 5260.607910
	Iteration 43Q: 3 clusters Score -8180901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -8180904.500000 Penalty: 5260.607910
	Iteration 44Q: 3 clusters Score -8180904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8180930.000000 Penalty: 5260.607910
	Iteration 45Q: 3 clusters Score -8180930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8180934.000000 Penalty: 5260.607910
	Iteration 46Q: 3 clusters Score -8180934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8180937.000000 Penalty: 5260.607910
	Iteration 47Q: 3 clusters Score -8180937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8180942.500000 Penalty: 5260.607910
	Iteration 48Q: 3 clusters Score -8180942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8180938.000000 Penalty: 5260.607910
	Iteration 49Q: 3 clusters Score -8180938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -8180939.000000 Penalty: 5260.607910
	Iteration 50Q: 3 clusters Score -8180939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8180923.500000 Penalty: 5260.607910
	Iteration 51Q: 3 clusters Score -8180924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8180933.500000 Penalty: 5260.607910
	Iteration 52Q: 3 clusters Score -8180934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8180947.000000 Penalty: 5260.607910
	Iteration 53Q: 3 clusters Score -8180947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8180955.000000 Penalty: 5260.607910
	Iteration 54Q: 3 clusters Score -8180955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8180961.500000 Penalty: 5260.607910
	Iteration 55Q: 3 clusters Score -8180962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8180964.500000 Penalty: 5260.607910
	Iteration 56Q: 3 clusters Score -8180964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -8180963.000000 Penalty: 5260.607910
	Iteration 57Q: 3 clusters Score -8180963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8180962.500000 Penalty: 5260.607910
	Iteration 58Q: 3 clusters Score -8180962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8180951.000000 Penalty: 5260.607910
	Iteration 59Q: 3 clusters Score -8180951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8180952.000000 Penalty: 5260.607910
	Iteration 60F: 3 clusters Score -8180952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8180954.500000 Penalty: 5260.607910
	Iteration 61Q: 3 clusters Score -8180954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -8180952.000000 Penalty: 5260.607910
	Iteration 62Q: 3 clusters Score -8180952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8180958.500000 Penalty: 5260.607910
	Iteration 63Q: 3 clusters Score -8180958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8180967.500000 Penalty: 5260.607910
	Iteration 64Q: 3 clusters Score -8180968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8180973.000000 Penalty: 5260.607910
	Iteration 65Q: 3 clusters Score -8180973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -8180963.000000 Penalty: 5260.607910
	Iteration 66Q: 3 clusters Score -8180963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -8180962.500000 Penalty: 5260.607910
	Iteration 67Q: 3 clusters Score -8180962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8180969.000000 Penalty: 5260.607910
	Iteration 68Q: 3 clusters Score -8180969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8180970.500000 Penalty: 5260.607910
	Iteration 69Q: 3 clusters Score -8180970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8180968.000000 Penalty: 5260.607910
	Iteration 70Q: 3 clusters Score -8180968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8180964.500000 Penalty: 5260.607910
	Iteration 71Q: 3 clusters Score -8180964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -8180969.000000 Penalty: 5260.607910
	Iteration 72Q: 3 clusters Score -8180969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -8180981.000000 Penalty: 5260.607910
	Iteration 73Q: 3 clusters Score -8180981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8180984.000000 Penalty: 5260.607910
	Iteration 74Q: 3 clusters Score -8180984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -8180984.500000 Penalty: 5260.607910
	Iteration 75Q: 3 clusters Score -8180984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8180994.500000 Penalty: 5260.607910
	Iteration 76Q: 3 clusters Score -8180994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -8180990.500000 Penalty: 5260.607910
	Iteration 77Q: 3 clusters Score -8180990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -8180993.000000 Penalty: 5260.607910
	Iteration 78Q: 3 clusters Score -8180993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -8180994.000000 Penalty: 5260.607910
	Iteration 79Q: 3 clusters Score -8180994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8180982.500000 Penalty: 5260.607910
	Iteration 80F: 3 clusters Score -8180982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8180997.500000 Penalty: 5260.607910
	Iteration 81Q: 3 clusters Score -8180998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8180997.000000 Penalty: 5260.607910
	Iteration 82Q: 3 clusters Score -8180997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8180995.000000 Penalty: 5260.607910
	Iteration 83Q: 3 clusters Score -8180995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8180990.000000 Penalty: 5260.607910
	Iteration 84Q: 3 clusters Score -8180990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8180993.000000 Penalty: 5260.607910
	Iteration 85Q: 3 clusters Score -8180993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8180987.500000 Penalty: 5260.607910
	Iteration 86Q: 3 clusters Score -8180988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8180992.000000 Penalty: 5260.607910
	Iteration 87Q: 3 clusters Score -8180992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8180992.000000 Penalty: 5260.607910
	Iteration 88Q: 3 clusters Score -8180992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8180995.500000 Penalty: 5260.607910
	Iteration 89Q: 3 clusters Score -8180996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8180995.000000 Penalty: 5260.607910
	Iteration 90Q: 3 clusters Score -8180995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8180995.500000 Penalty: 5260.607910
	Iteration 91Q: 3 clusters Score -8180996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8180997.000000 Penalty: 5260.607910
	Iteration 92Q: 3 clusters Score -8180997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8180987.500000 Penalty: 5260.607910
	Iteration 93Q: 3 clusters Score -8180988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -8180982.000000 Penalty: 5260.607910
	Iteration 94Q: 3 clusters Score -8180982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -8180993.000000 Penalty: 5260.607910
	Iteration 95Q: 3 clusters Score -8180993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8180993.000000 Penalty: 5260.607910
	Iteration 96Q: 3 clusters Score -8180993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -8180996.500000 Penalty: 5260.607910
	Iteration 97Q: 3 clusters Score -8180996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -8180994.000000 Penalty: 5260.607910
	Iteration 98Q: 3 clusters Score -8180994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8180992.000000 Penalty: 5260.607910
	Iteration 99Q: 3 clusters Score -8180992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8180991.000000 Penalty: 5260.607910
	Iteration 100F: 3 clusters Score -8180991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8180994.500000 Penalty: 5260.607910
	Iteration 101Q: 3 clusters Score -8180994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8180991.000000 Penalty: 5260.607910
	Iteration 102Q: 3 clusters Score -8180991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8180991.000000 Penalty: 5260.607910
	Iteration 103F: 3 clusters Score -8180991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 923 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Entering Unmasked Estep 
Score: -177306864.000000 Penalty: 139676.312500
Splitting cluster 20 changes total score from -177258080.000000 to -177306864.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 21 (33506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Entering Unmasked Estep 
Score: -6333186.500000 Penalty: 2584.030762
	Iteration 0F: 2 clusters Score -6333186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -6312078.500000 Penalty: 5168.061523
	Iteration 0F: 3 clusters Score -6312078 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -6320634.000000 Penalty: 5168.061523
	Iteration 1F: 3 clusters Score -6320634 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -6321311.000000 Penalty: 5168.061523
	Iteration 2Q: 3 clusters Score -6321311 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -6322048.500000 Penalty: 5168.061523
	Iteration 3Q: 3 clusters Score -6322048 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -6322854.000000 Penalty: 5168.061523
	Iteration 4F: 3 clusters Score -6322854 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -6323775.500000 Penalty: 5168.061523
	Iteration 5F: 3 clusters Score -6323776 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -6325022.500000 Penalty: 5168.061523
	Iteration 6F: 3 clusters Score -6325022 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -6326730.000000 Penalty: 5168.061523
	Iteration 7F: 3 clusters Score -6326730 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -6328704.500000 Penalty: 5168.061523
	Iteration 8F: 3 clusters Score -6328704 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -6330373.500000 Penalty: 5168.061523
	Iteration 9F: 3 clusters Score -6330374 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -6331167.500000 Penalty: 5168.061523
	Iteration 10Q: 3 clusters Score -6331168 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -6331481.500000 Penalty: 5168.061523
	Iteration 11Q: 3 clusters Score -6331482 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -6331657.500000 Penalty: 5168.061523
	Iteration 12Q: 3 clusters Score -6331658 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -6331817.000000 Penalty: 5168.061523
	Iteration 13Q: 3 clusters Score -6331817 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6331921.500000 Penalty: 5168.061523
	Iteration 14Q: 3 clusters Score -6331922 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -6332042.000000 Penalty: 5168.061523
	Iteration 15Q: 3 clusters Score -6332042 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -6332167.500000 Penalty: 5168.061523
	Iteration 16Q: 3 clusters Score -6332168 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -6332227.500000 Penalty: 5168.061523
	Iteration 17Q: 3 clusters Score -6332228 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6332314.500000 Penalty: 5168.061523
	Iteration 18Q: 3 clusters Score -6332314 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6332360.500000 Penalty: 5168.061523
	Iteration 19Q: 3 clusters Score -6332360 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6332403.500000 Penalty: 5168.061523
	Iteration 20F: 3 clusters Score -6332404 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -6332410.500000 Penalty: 5168.061523
	Iteration 21Q: 3 clusters Score -6332410 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -6332394.000000 Penalty: 5168.061523
	Iteration 22Q: 3 clusters Score -6332394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -6332384.000000 Penalty: 5168.061523
	Iteration 23Q: 3 clusters Score -6332384 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6332396.000000 Penalty: 5168.061523
	Iteration 24Q: 3 clusters Score -6332396 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6332397.000000 Penalty: 5168.061523
	Iteration 25Q: 3 clusters Score -6332397 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6332410.000000 Penalty: 5168.061523
	Iteration 26Q: 3 clusters Score -6332410 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6332393.000000 Penalty: 5168.061523
	Iteration 27Q: 3 clusters Score -6332393 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6332373.500000 Penalty: 5168.061523
	Iteration 28Q: 3 clusters Score -6332374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6332397.500000 Penalty: 5168.061523
	Iteration 29Q: 3 clusters Score -6332398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6332365.000000 Penalty: 5168.061523
	Iteration 30Q: 3 clusters Score -6332365 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -6332353.500000 Penalty: 5168.061523
	Iteration 31Q: 3 clusters Score -6332354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6332348.500000 Penalty: 5168.061523
	Iteration 32Q: 3 clusters Score -6332348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6332338.000000 Penalty: 5168.061523
	Iteration 33Q: 3 clusters Score -6332338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6332327.500000 Penalty: 5168.061523
	Iteration 34Q: 3 clusters Score -6332328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6332326.500000 Penalty: 5168.061523
	Iteration 35Q: 3 clusters Score -6332326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -6332316.500000 Penalty: 5168.061523
	Iteration 36Q: 3 clusters Score -6332316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6332318.000000 Penalty: 5168.061523
	Iteration 37Q: 3 clusters Score -6332318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6332303.500000 Penalty: 5168.061523
	Iteration 38Q: 3 clusters Score -6332304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6332301.500000 Penalty: 5168.061523
	Iteration 39Q: 3 clusters Score -6332302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6332303.000000 Penalty: 5168.061523
	Iteration 40F: 3 clusters Score -6332303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -6332302.500000 Penalty: 5168.061523
	Iteration 41Q: 3 clusters Score -6332302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6332302.000000 Penalty: 5168.061523
	Iteration 42Q: 3 clusters Score -6332302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6332293.000000 Penalty: 5168.061523
	Iteration 43Q: 3 clusters Score -6332293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6332309.500000 Penalty: 5168.061523
	Iteration 44Q: 3 clusters Score -6332310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6332292.000000 Penalty: 5168.061523
	Iteration 45Q: 3 clusters Score -6332292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6332299.500000 Penalty: 5168.061523
	Iteration 46Q: 3 clusters Score -6332300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6332289.500000 Penalty: 5168.061523
	Iteration 47Q: 3 clusters Score -6332290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6332281.500000 Penalty: 5168.061523
	Iteration 48Q: 3 clusters Score -6332282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6332283.500000 Penalty: 5168.061523
	Iteration 49Q: 3 clusters Score -6332284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6332282.500000 Penalty: 5168.061523
	Iteration 50Q: 3 clusters Score -6332282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6332279.000000 Penalty: 5168.061523
	Iteration 51Q: 3 clusters Score -6332279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6332274.500000 Penalty: 5168.061523
	Iteration 52Q: 3 clusters Score -6332274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -6332274.500000 Penalty: 5168.061523
	Iteration 53F: 3 clusters Score -6332274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -144517.468750 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -144517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143146.203125 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -143146.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143972.312500 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -143972.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -144648.375000 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -144648.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -145628.421875 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -145628.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -146007.625000 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -146007.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -146279.515625 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -146279.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -146366.421875 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -146366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -146370.781250 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -146370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -146374.593750 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -146374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -146377.234375 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -146377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -146404.031250 Penalty: 3386.503906
	Iteration 10F: 3 clusters Score -146404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -146422.250000 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -146422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -146422.250000 Penalty: 3386.503906
	Iteration 12F: 3 clusters Score -146422.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 37528 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 168 members 
Entering Unmasked Estep 
Score: -177307056.000000 Penalty: 143083.046875
Splitting cluster 22 changes total score from -177258080.000000 to -177307056.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 23 (46367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Entering Unmasked Estep 
Score: -8643207.000000 Penalty: 2664.596924
	Iteration 0F: 2 clusters Score -8643207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8615206.000000 Penalty: 5329.193848
	Iteration 0F: 3 clusters Score -8615206 nChanged 21438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8626978.000000 Penalty: 5329.193848
	Iteration 1F: 3 clusters Score -8626978 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -8627474.000000 Penalty: 5329.193848
	Iteration 2Q: 3 clusters Score -8627474 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -8628026.000000 Penalty: 5329.193848
	Iteration 3Q: 3 clusters Score -8628026 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -8628562.000000 Penalty: 5329.193848
	Iteration 4Q: 3 clusters Score -8628562 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -8629291.000000 Penalty: 5329.193848
	Iteration 5Q: 3 clusters Score -8629291 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -8630017.000000 Penalty: 5329.193848
	Iteration 6Q: 3 clusters Score -8630017 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -8631263.000000 Penalty: 5329.193848
	Iteration 7F: 3 clusters Score -8631263 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -8633072.000000 Penalty: 5329.193848
	Iteration 8F: 3 clusters Score -8633072 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -8635291.000000 Penalty: 5329.193848
	Iteration 9F: 3 clusters Score -8635291 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8637641.000000 Penalty: 5329.193848
	Iteration 10F: 3 clusters Score -8637641 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8639496.000000 Penalty: 5329.193848
	Iteration 11F: 3 clusters Score -8639496 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8640718.000000 Penalty: 5329.193848
	Iteration 12Q: 3 clusters Score -8640718 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8640978.000000 Penalty: 5329.193848
	Iteration 13Q: 3 clusters Score -8640978 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -8640984.000000 Penalty: 5329.193848
	Iteration 14Q: 3 clusters Score -8640984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8641026.000000 Penalty: 5329.193848
	Iteration 15Q: 3 clusters Score -8641026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8641072.000000 Penalty: 5329.193848
	Iteration 16Q: 3 clusters Score -8641072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -8641071.000000 Penalty: 5329.193848
	Iteration 17Q: 3 clusters Score -8641071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8641094.000000 Penalty: 5329.193848
	Iteration 18Q: 3 clusters Score -8641094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8641097.000000 Penalty: 5329.193848
	Iteration 19Q: 3 clusters Score -8641097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -8641105.000000 Penalty: 5329.193848
	Iteration 20F: 3 clusters Score -8641105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8641115.000000 Penalty: 5329.193848
	Iteration 21Q: 3 clusters Score -8641115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8641109.000000 Penalty: 5329.193848
	Iteration 22Q: 3 clusters Score -8641109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8641108.000000 Penalty: 5329.193848
	Iteration 23Q: 3 clusters Score -8641108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8641104.000000 Penalty: 5329.193848
	Iteration 24Q: 3 clusters Score -8641104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8641104.000000 Penalty: 5329.193848
	Iteration 25Q: 3 clusters Score -8641104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8641118.000000 Penalty: 5329.193848
	Iteration 26Q: 3 clusters Score -8641118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8641116.000000 Penalty: 5329.193848
	Iteration 27Q: 3 clusters Score -8641116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8641116.000000 Penalty: 5329.193848
	Iteration 28F: 3 clusters Score -8641116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (37528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Entering Unmasked Estep 
Score: -7676727.000000 Penalty: 2612.145020
	Iteration 0F: 2 clusters Score -7676727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -7666121.000000 Penalty: 5224.290039
	Iteration 0F: 3 clusters Score -7666121 nChanged 17080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7675206.500000 Penalty: 5224.290039
	Iteration 1F: 3 clusters Score -7675206 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -7675738.500000 Penalty: 5224.290039
	Iteration 2F: 3 clusters Score -7675738 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -7676175.000000 Penalty: 5224.290039
	Iteration 3Q: 3 clusters Score -7676175 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -7676614.500000 Penalty: 5224.290039
	Iteration 4Q: 3 clusters Score -7676614 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -7677177.500000 Penalty: 5224.290039
	Iteration 5Q: 3 clusters Score -7677178 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -7677975.000000 Penalty: 5224.290039
	Iteration 6Q: 3 clusters Score -7677975 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -7679055.000000 Penalty: 5224.290039
	Iteration 7F: 3 clusters Score -7679055 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -7680512.000000 Penalty: 5224.290039
	Iteration 8F: 3 clusters Score -7680512 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7682177.000000 Penalty: 5224.290039
	Iteration 9F: 3 clusters Score -7682177 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -7683594.500000 Penalty: 5224.290039
	Iteration 10F: 3 clusters Score -7683594 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7684294.000000 Penalty: 5224.290039
	Iteration 11Q: 3 clusters Score -7684294 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7684607.500000 Penalty: 5224.290039
	Iteration 12Q: 3 clusters Score -7684608 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -7684792.000000 Penalty: 5224.290039
	Iteration 13Q: 3 clusters Score -7684792 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -7684936.000000 Penalty: 5224.290039
	Iteration 14Q: 3 clusters Score -7684936 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -7685038.000000 Penalty: 5224.290039
	Iteration 15Q: 3 clusters Score -7685038 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -7685166.500000 Penalty: 5224.290039
	Iteration 16Q: 3 clusters Score -7685166 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -7685271.000000 Penalty: 5224.290039
	Iteration 17Q: 3 clusters Score -7685271 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7685404.000000 Penalty: 5224.290039
	Iteration 18Q: 3 clusters Score -7685404 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -7685509.000000 Penalty: 5224.290039
	Iteration 19Q: 3 clusters Score -7685509 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -7685689.000000 Penalty: 5224.290039
	Iteration 20F: 3 clusters Score -7685689 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -7685816.500000 Penalty: 5224.290039
	Iteration 21Q: 3 clusters Score -7685816 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -7685919.500000 Penalty: 5224.290039
	Iteration 22Q: 3 clusters Score -7685920 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -7686051.500000 Penalty: 5224.290039
	Iteration 23Q: 3 clusters Score -7686052 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7686160.000000 Penalty: 5224.290039
	Iteration 24Q: 3 clusters Score -7686160 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -7686270.500000 Penalty: 5224.290039
	Iteration 25Q: 3 clusters Score -7686270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -7686511.500000 Penalty: 5224.290039
	Iteration 26Q: 3 clusters Score -7686512 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -7686621.500000 Penalty: 5224.290039
	Iteration 27Q: 3 clusters Score -7686622 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -7686681.500000 Penalty: 5224.290039
	Iteration 28Q: 3 clusters Score -7686682 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7686738.500000 Penalty: 5224.290039
	Iteration 29Q: 3 clusters Score -7686738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -7686775.000000 Penalty: 5224.290039
	Iteration 30Q: 3 clusters Score -7686775 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -7686819.500000 Penalty: 5224.290039
	Iteration 31Q: 3 clusters Score -7686820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -7686829.500000 Penalty: 5224.290039
	Iteration 32Q: 3 clusters Score -7686830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -7686876.000000 Penalty: 5224.290039
	Iteration 33Q: 3 clusters Score -7686876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -7686919.500000 Penalty: 5224.290039
	Iteration 34Q: 3 clusters Score -7686920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -7686922.000000 Penalty: 5224.290039
	Iteration 35Q: 3 clusters Score -7686922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -7686903.500000 Penalty: 5224.290039
	Iteration 36Q: 3 clusters Score -7686904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -7686910.000000 Penalty: 5224.290039
	Iteration 37Q: 3 clusters Score -7686910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -7686895.500000 Penalty: 5224.290039
	Iteration 38Q: 3 clusters Score -7686896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -7686888.500000 Penalty: 5224.290039
	Iteration 39Q: 3 clusters Score -7686888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -7686898.500000 Penalty: 5224.290039
	Iteration 40F: 3 clusters Score -7686898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -7686906.000000 Penalty: 5224.290039
	Iteration 41Q: 3 clusters Score -7686906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7686893.000000 Penalty: 5224.290039
	Iteration 42Q: 3 clusters Score -7686893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7686890.500000 Penalty: 5224.290039
	Iteration 43Q: 3 clusters Score -7686890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7686898.500000 Penalty: 5224.290039
	Iteration 44Q: 3 clusters Score -7686898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -7686911.500000 Penalty: 5224.290039
	Iteration 45Q: 3 clusters Score -7686912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -7686926.500000 Penalty: 5224.290039
	Iteration 46Q: 3 clusters Score -7686926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -7686921.500000 Penalty: 5224.290039
	Iteration 47Q: 3 clusters Score -7686922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -7686916.500000 Penalty: 5224.290039
	Iteration 48Q: 3 clusters Score -7686916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -7686921.500000 Penalty: 5224.290039
	Iteration 49Q: 3 clusters Score -7686922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -7686920.500000 Penalty: 5224.290039
	Iteration 50Q: 3 clusters Score -7686920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -7686920.000000 Penalty: 5224.290039
	Iteration 51Q: 3 clusters Score -7686920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -7686928.500000 Penalty: 5224.290039
	Iteration 52Q: 3 clusters Score -7686928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -7686918.500000 Penalty: 5224.290039
	Iteration 53Q: 3 clusters Score -7686918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -7686929.000000 Penalty: 5224.290039
	Iteration 54Q: 3 clusters Score -7686929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -7686925.000000 Penalty: 5224.290039
	Iteration 55Q: 3 clusters Score -7686925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -7686932.500000 Penalty: 5224.290039
	Iteration 56Q: 3 clusters Score -7686932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7686933.000000 Penalty: 5224.290039
	Iteration 57Q: 3 clusters Score -7686933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -7686922.500000 Penalty: 5224.290039
	Iteration 58Q: 3 clusters Score -7686922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -7686930.500000 Penalty: 5224.290039
	Iteration 59Q: 3 clusters Score -7686930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -7686925.500000 Penalty: 5224.290039
	Iteration 60F: 3 clusters Score -7686926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 52727 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 14637 members 
Entering Unmasked Estep 
Score: -177318000.000000 Penalty: 146489.781250
Splitting cluster 24 changes total score from -177258080.000000 to -177318000.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 25 (52727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Entering Unmasked Estep 
Score: -10230598.000000 Penalty: 2696.474854
	Iteration 0F: 2 clusters Score -1.02306e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -10208671.000000 Penalty: 5392.949707
	Iteration 0F: 3 clusters Score -1.020867e+07 nChanged 24208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -10222301.000000 Penalty: 5392.949707
	Iteration 1F: 3 clusters Score -1.02223e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -10223050.000000 Penalty: 5392.949707
	Iteration 2Q: 3 clusters Score -1.022305e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -10223806.000000 Penalty: 5392.949707
	Iteration 3Q: 3 clusters Score -1.022381e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -10224710.000000 Penalty: 5392.949707
	Iteration 4Q: 3 clusters Score -1.022471e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -10225929.000000 Penalty: 5392.949707
	Iteration 5F: 3 clusters Score -1.022593e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10227648.000000 Penalty: 5392.949707
	Iteration 6F: 3 clusters Score -1.022765e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -10229776.000000 Penalty: 5392.949707
	Iteration 7F: 3 clusters Score -1.022978e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -10232100.000000 Penalty: 5392.949707
	Iteration 8F: 3 clusters Score -1.02321e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -10233579.000000 Penalty: 5392.949707
	Iteration 9F: 3 clusters Score -1.023358e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -10234219.000000 Penalty: 5392.949707
	Iteration 10Q: 3 clusters Score -1.023422e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -10234365.000000 Penalty: 5392.949707
	Iteration 11Q: 3 clusters Score -1.023436e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -10234352.000000 Penalty: 5392.949707
	Iteration 12Q: 3 clusters Score -1.023435e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -10234376.000000 Penalty: 5392.949707
	Iteration 13Q: 3 clusters Score -1.023438e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -10234442.000000 Penalty: 5392.949707
	Iteration 14Q: 3 clusters Score -1.023444e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -10234446.000000 Penalty: 5392.949707
	Iteration 15Q: 3 clusters Score -1.023445e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -10234510.000000 Penalty: 5392.949707
	Iteration 16Q: 3 clusters Score -1.023451e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -10234518.000000 Penalty: 5392.949707
	Iteration 17Q: 3 clusters Score -1.023452e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -10234590.000000 Penalty: 5392.949707
	Iteration 18Q: 3 clusters Score -1.023459e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -10234612.000000 Penalty: 5392.949707
	Iteration 19Q: 3 clusters Score -1.023461e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -10234666.000000 Penalty: 5392.949707
	Iteration 20F: 3 clusters Score -1.023467e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -10234674.000000 Penalty: 5392.949707
	Iteration 21Q: 3 clusters Score -1.023467e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -10234660.000000 Penalty: 5392.949707
	Iteration 22Q: 3 clusters Score -1.023466e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -10234666.000000 Penalty: 5392.949707
	Iteration 23Q: 3 clusters Score -1.023467e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -10234703.000000 Penalty: 5392.949707
	Iteration 24Q: 3 clusters Score -1.02347e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -10234722.000000 Penalty: 5392.949707
	Iteration 25Q: 3 clusters Score -1.023472e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -10234717.000000 Penalty: 5392.949707
	Iteration 26Q: 3 clusters Score -1.023472e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -10234712.000000 Penalty: 5392.949707
	Iteration 27Q: 3 clusters Score -1.023471e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -10234755.000000 Penalty: 5392.949707
	Iteration 28Q: 3 clusters Score -1.023476e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -10234802.000000 Penalty: 5392.949707
	Iteration 29Q: 3 clusters Score -1.02348e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -10234785.000000 Penalty: 5392.949707
	Iteration 30Q: 3 clusters Score -1.023478e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -10234824.000000 Penalty: 5392.949707
	Iteration 31Q: 3 clusters Score -1.023482e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10234848.000000 Penalty: 5392.949707
	Iteration 32Q: 3 clusters Score -1.023485e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -10234857.000000 Penalty: 5392.949707
	Iteration 33Q: 3 clusters Score -1.023486e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -10234891.000000 Penalty: 5392.949707
	Iteration 34Q: 3 clusters Score -1.023489e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -10234931.000000 Penalty: 5392.949707
	Iteration 35Q: 3 clusters Score -1.023493e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -10234935.000000 Penalty: 5392.949707
	Iteration 36Q: 3 clusters Score -1.023494e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -10234942.000000 Penalty: 5392.949707
	Iteration 37Q: 3 clusters Score -1.023494e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -10234935.000000 Penalty: 5392.949707
	Iteration 38Q: 3 clusters Score -1.023494e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -10234936.000000 Penalty: 5392.949707
	Iteration 39Q: 3 clusters Score -1.023494e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -10234939.000000 Penalty: 5392.949707
	Iteration 40F: 3 clusters Score -1.023494e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -10234978.000000 Penalty: 5392.949707
	Iteration 41Q: 3 clusters Score -1.023498e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -10235006.000000 Penalty: 5392.949707
	Iteration 42Q: 3 clusters Score -1.023501e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -10235018.000000 Penalty: 5392.949707
	Iteration 43Q: 3 clusters Score -1.023502e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -10235047.000000 Penalty: 5392.949707
	Iteration 44Q: 3 clusters Score -1.023505e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -10235085.000000 Penalty: 5392.949707
	Iteration 45Q: 3 clusters Score -1.023508e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -10235123.000000 Penalty: 5392.949707
	Iteration 46Q: 3 clusters Score -1.023512e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10235147.000000 Penalty: 5392.949707
	Iteration 47Q: 3 clusters Score -1.023515e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -10235136.000000 Penalty: 5392.949707
	Iteration 48Q: 3 clusters Score -1.023514e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -10235137.000000 Penalty: 5392.949707
	Iteration 49Q: 3 clusters Score -1.023514e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -10235136.000000 Penalty: 5392.949707
	Iteration 50Q: 3 clusters Score -1.023514e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -10235133.000000 Penalty: 5392.949707
	Iteration 51Q: 3 clusters Score -1.023513e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10235149.000000 Penalty: 5392.949707
	Iteration 52Q: 3 clusters Score -1.023515e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -10235157.000000 Penalty: 5392.949707
	Iteration 53Q: 3 clusters Score -1.023516e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -10235160.000000 Penalty: 5392.949707
	Iteration 54Q: 3 clusters Score -1.023516e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -10235167.000000 Penalty: 5392.949707
	Iteration 55Q: 3 clusters Score -1.023517e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -10235153.000000 Penalty: 5392.949707
	Iteration 56Q: 3 clusters Score -1.023515e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -10235166.000000 Penalty: 5392.949707
	Iteration 57Q: 3 clusters Score -1.023517e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -10235148.000000 Penalty: 5392.949707
	Iteration 58Q: 3 clusters Score -1.023515e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -10235157.000000 Penalty: 5392.949707
	Iteration 59Q: 3 clusters Score -1.023516e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -10235176.000000 Penalty: 5392.949707
	Iteration 60F: 3 clusters Score -1.023518e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235168.000000 Penalty: 5392.949707
	Iteration 61Q: 3 clusters Score -1.023517e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -10235183.000000 Penalty: 5392.949707
	Iteration 62Q: 3 clusters Score -1.023518e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -10235170.000000 Penalty: 5392.949707
	Iteration 63Q: 3 clusters Score -1.023517e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10235197.000000 Penalty: 5392.949707
	Iteration 64Q: 3 clusters Score -1.02352e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10235198.000000 Penalty: 5392.949707
	Iteration 65Q: 3 clusters Score -1.02352e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -10235171.000000 Penalty: 5392.949707
	Iteration 66Q: 3 clusters Score -1.023517e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -10235163.000000 Penalty: 5392.949707
	Iteration 67Q: 3 clusters Score -1.023516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -10235160.000000 Penalty: 5392.949707
	Iteration 68Q: 3 clusters Score -1.023516e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10235178.000000 Penalty: 5392.949707
	Iteration 69Q: 3 clusters Score -1.023518e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -10235188.000000 Penalty: 5392.949707
	Iteration 70Q: 3 clusters Score -1.023519e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -10235180.000000 Penalty: 5392.949707
	Iteration 71Q: 3 clusters Score -1.023518e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -10235177.000000 Penalty: 5392.949707
	Iteration 72Q: 3 clusters Score -1.023518e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -10235160.000000 Penalty: 5392.949707
	Iteration 73Q: 3 clusters Score -1.023516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -10235162.000000 Penalty: 5392.949707
	Iteration 74Q: 3 clusters Score -1.023516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -10235160.000000 Penalty: 5392.949707
	Iteration 75Q: 3 clusters Score -1.023516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -10235165.000000 Penalty: 5392.949707
	Iteration 76Q: 3 clusters Score -1.023516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -10235157.000000 Penalty: 5392.949707
	Iteration 77Q: 3 clusters Score -1.023516e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -10235150.000000 Penalty: 5392.949707
	Iteration 78Q: 3 clusters Score -1.023515e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -10235148.000000 Penalty: 5392.949707
	Iteration 79Q: 3 clusters Score -1.023515e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -10235165.000000 Penalty: 5392.949707
	Iteration 80F: 3 clusters Score -1.023516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -10235180.000000 Penalty: 5392.949707
	Iteration 81Q: 3 clusters Score -1.023518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -10235181.000000 Penalty: 5392.949707
	Iteration 82Q: 3 clusters Score -1.023518e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -10235185.000000 Penalty: 5392.949707
	Iteration 83Q: 3 clusters Score -1.023518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -10235160.000000 Penalty: 5392.949707
	Iteration 84Q: 3 clusters Score -1.023516e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -10235173.000000 Penalty: 5392.949707
	Iteration 85Q: 3 clusters Score -1.023517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -10235179.000000 Penalty: 5392.949707
	Iteration 86Q: 3 clusters Score -1.023518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -10235184.000000 Penalty: 5392.949707
	Iteration 87Q: 3 clusters Score -1.023518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10235189.000000 Penalty: 5392.949707
	Iteration 88Q: 3 clusters Score -1.023519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -10235199.000000 Penalty: 5392.949707
	Iteration 89Q: 3 clusters Score -1.02352e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -10235213.000000 Penalty: 5392.949707
	Iteration 90Q: 3 clusters Score -1.023521e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -10235209.000000 Penalty: 5392.949707
	Iteration 91Q: 3 clusters Score -1.023521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -10235217.000000 Penalty: 5392.949707
	Iteration 92Q: 3 clusters Score -1.023522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -10235209.000000 Penalty: 5392.949707
	Iteration 93Q: 3 clusters Score -1.023521e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -10235223.000000 Penalty: 5392.949707
	Iteration 94Q: 3 clusters Score -1.023522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -10235216.000000 Penalty: 5392.949707
	Iteration 95Q: 3 clusters Score -1.023522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -10235205.000000 Penalty: 5392.949707
	Iteration 96Q: 3 clusters Score -1.02352e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -10235199.000000 Penalty: 5392.949707
	Iteration 97Q: 3 clusters Score -1.02352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -10235179.000000 Penalty: 5392.949707
	Iteration 98Q: 3 clusters Score -1.023518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -10235177.000000 Penalty: 5392.949707
	Iteration 99Q: 3 clusters Score -1.023518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -10235178.000000 Penalty: 5392.949707
	Iteration 100F: 3 clusters Score -1.023518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -10235198.000000 Penalty: 5392.949707
	Iteration 101Q: 3 clusters Score -1.02352e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -10235192.000000 Penalty: 5392.949707
	Iteration 102Q: 3 clusters Score -1.023519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -10235206.000000 Penalty: 5392.949707
	Iteration 103Q: 3 clusters Score -1.023521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -10235211.000000 Penalty: 5392.949707
	Iteration 104Q: 3 clusters Score -1.023521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -10235222.000000 Penalty: 5392.949707
	Iteration 105Q: 3 clusters Score -1.023522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -10235213.000000 Penalty: 5392.949707
	Iteration 106Q: 3 clusters Score -1.023521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -10235220.000000 Penalty: 5392.949707
	Iteration 107Q: 3 clusters Score -1.023522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -10235223.000000 Penalty: 5392.949707
	Iteration 108Q: 3 clusters Score -1.023522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -10235228.000000 Penalty: 5392.949707
	Iteration 109Q: 3 clusters Score -1.023523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -10235230.000000 Penalty: 5392.949707
	Iteration 110Q: 3 clusters Score -1.023523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -10235232.000000 Penalty: 5392.949707
	Iteration 111Q: 3 clusters Score -1.023523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -10235229.000000 Penalty: 5392.949707
	Iteration 112Q: 3 clusters Score -1.023523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -10235227.000000 Penalty: 5392.949707
	Iteration 113Q: 3 clusters Score -1.023523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10235230.000000 Penalty: 5392.949707
	Iteration 114Q: 3 clusters Score -1.023523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -10235231.000000 Penalty: 5392.949707
	Iteration 115Q: 3 clusters Score -1.023523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -10235222.000000 Penalty: 5392.949707
	Iteration 116Q: 3 clusters Score -1.023522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -10235229.000000 Penalty: 5392.949707
	Iteration 117Q: 3 clusters Score -1.023523e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -10235230.000000 Penalty: 5392.949707
	Iteration 118Q: 3 clusters Score -1.023523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -10235227.000000 Penalty: 5392.949707
	Iteration 119Q: 3 clusters Score -1.023523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -10235236.000000 Penalty: 5392.949707
	Iteration 120F: 3 clusters Score -1.023524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -10235226.000000 Penalty: 5392.949707
	Iteration 121Q: 3 clusters Score -1.023523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -10235214.000000 Penalty: 5392.949707
	Iteration 122Q: 3 clusters Score -1.023521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -10235216.000000 Penalty: 5392.949707
	Iteration 123Q: 3 clusters Score -1.023522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -10235219.000000 Penalty: 5392.949707
	Iteration 124Q: 3 clusters Score -1.023522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -10235221.000000 Penalty: 5392.949707
	Iteration 125Q: 3 clusters Score -1.023522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -10235239.000000 Penalty: 5392.949707
	Iteration 126Q: 3 clusters Score -1.023524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -10235249.000000 Penalty: 5392.949707
	Iteration 127Q: 3 clusters Score -1.023525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -10235274.000000 Penalty: 5392.949707
	Iteration 128Q: 3 clusters Score -1.023527e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -10235281.000000 Penalty: 5392.949707
	Iteration 129Q: 3 clusters Score -1.023528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -10235285.000000 Penalty: 5392.949707
	Iteration 130Q: 3 clusters Score -1.023528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -10235298.000000 Penalty: 5392.949707
	Iteration 131Q: 3 clusters Score -1.02353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -10235279.000000 Penalty: 5392.949707
	Iteration 132Q: 3 clusters Score -1.023528e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -10235287.000000 Penalty: 5392.949707
	Iteration 133Q: 3 clusters Score -1.023529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -10235292.000000 Penalty: 5392.949707
	Iteration 134Q: 3 clusters Score -1.023529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -10235272.000000 Penalty: 5392.949707
	Iteration 135Q: 3 clusters Score -1.023527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -10235267.000000 Penalty: 5392.949707
	Iteration 136Q: 3 clusters Score -1.023527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -10235254.000000 Penalty: 5392.949707
	Iteration 137Q: 3 clusters Score -1.023525e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -10235266.000000 Penalty: 5392.949707
	Iteration 138Q: 3 clusters Score -1.023527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -10235258.000000 Penalty: 5392.949707
	Iteration 139Q: 3 clusters Score -1.023526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -10235252.000000 Penalty: 5392.949707
	Iteration 140F: 3 clusters Score -1.023525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -10235229.000000 Penalty: 5392.949707
	Iteration 141Q: 3 clusters Score -1.023523e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -10235241.000000 Penalty: 5392.949707
	Iteration 142Q: 3 clusters Score -1.023524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -10235247.000000 Penalty: 5392.949707
	Iteration 143Q: 3 clusters Score -1.023525e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -10235254.000000 Penalty: 5392.949707
	Iteration 144Q: 3 clusters Score -1.023525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -10235260.000000 Penalty: 5392.949707
	Iteration 145Q: 3 clusters Score -1.023526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -10235265.000000 Penalty: 5392.949707
	Iteration 146Q: 3 clusters Score -1.023526e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -10235295.000000 Penalty: 5392.949707
	Iteration 147Q: 3 clusters Score -1.02353e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -10235291.000000 Penalty: 5392.949707
	Iteration 148Q: 3 clusters Score -1.023529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -10235279.000000 Penalty: 5392.949707
	Iteration 149Q: 3 clusters Score -1.023528e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -10235271.000000 Penalty: 5392.949707
	Iteration 150Q: 3 clusters Score -1.023527e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -10235287.000000 Penalty: 5392.949707
	Iteration 151Q: 3 clusters Score -1.023529e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -10235265.000000 Penalty: 5392.949707
	Iteration 152Q: 3 clusters Score -1.023526e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -10235249.000000 Penalty: 5392.949707
	Iteration 153Q: 3 clusters Score -1.023525e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -10235260.000000 Penalty: 5392.949707
	Iteration 154Q: 3 clusters Score -1.023526e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -10235257.000000 Penalty: 5392.949707
	Iteration 155Q: 3 clusters Score -1.023526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -10235243.000000 Penalty: 5392.949707
	Iteration 156Q: 3 clusters Score -1.023524e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -10235240.000000 Penalty: 5392.949707
	Iteration 157Q: 3 clusters Score -1.023524e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -10235243.000000 Penalty: 5392.949707
	Iteration 158Q: 3 clusters Score -1.023524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -10235256.000000 Penalty: 5392.949707
	Iteration 159Q: 3 clusters Score -1.023526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10235252.000000 Penalty: 5392.949707
	Iteration 160F: 3 clusters Score -1.023525e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -10235242.000000 Penalty: 5392.949707
	Iteration 161Q: 3 clusters Score -1.023524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -10235244.000000 Penalty: 5392.949707
	Iteration 162Q: 3 clusters Score -1.023524e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -10235235.000000 Penalty: 5392.949707
	Iteration 163Q: 3 clusters Score -1.023524e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -10235232.000000 Penalty: 5392.949707
	Iteration 164Q: 3 clusters Score -1.023523e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -10235244.000000 Penalty: 5392.949707
	Iteration 165Q: 3 clusters Score -1.023524e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -10235237.000000 Penalty: 5392.949707
	Iteration 166Q: 3 clusters Score -1.023524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -10235223.000000 Penalty: 5392.949707
	Iteration 167Q: 3 clusters Score -1.023522e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -10235222.000000 Penalty: 5392.949707
	Iteration 168Q: 3 clusters Score -1.023522e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10235240.000000 Penalty: 5392.949707
	Iteration 169Q: 3 clusters Score -1.023524e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -10235270.000000 Penalty: 5392.949707
	Iteration 170Q: 3 clusters Score -1.023527e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -10235263.000000 Penalty: 5392.949707
	Iteration 171Q: 3 clusters Score -1.023526e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -10235270.000000 Penalty: 5392.949707
	Iteration 172Q: 3 clusters Score -1.023527e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -10235291.000000 Penalty: 5392.949707
	Iteration 173Q: 3 clusters Score -1.023529e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -10235277.000000 Penalty: 5392.949707
	Iteration 174Q: 3 clusters Score -1.023528e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -10235287.000000 Penalty: 5392.949707
	Iteration 175Q: 3 clusters Score -1.023529e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -10235303.000000 Penalty: 5392.949707
	Iteration 176Q: 3 clusters Score -1.02353e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235292.000000 Penalty: 5392.949707
	Iteration 177Q: 3 clusters Score -1.023529e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235318.000000 Penalty: 5392.949707
	Iteration 178Q: 3 clusters Score -1.023532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235290.000000 Penalty: 5392.949707
	Iteration 179Q: 3 clusters Score -1.023529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -10235313.000000 Penalty: 5392.949707
	Iteration 180F: 3 clusters Score -1.023531e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -10235300.000000 Penalty: 5392.949707
	Iteration 181Q: 3 clusters Score -1.02353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -10235302.000000 Penalty: 5392.949707
	Iteration 182Q: 3 clusters Score -1.02353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10235317.000000 Penalty: 5392.949707
	Iteration 183Q: 3 clusters Score -1.023532e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -10235312.000000 Penalty: 5392.949707
	Iteration 184Q: 3 clusters Score -1.023531e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10235315.000000 Penalty: 5392.949707
	Iteration 185Q: 3 clusters Score -1.023532e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -10235304.000000 Penalty: 5392.949707
	Iteration 186Q: 3 clusters Score -1.02353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -10235324.000000 Penalty: 5392.949707
	Iteration 187Q: 3 clusters Score -1.023532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -10235338.000000 Penalty: 5392.949707
	Iteration 188Q: 3 clusters Score -1.023534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -10235352.000000 Penalty: 5392.949707
	Iteration 189Q: 3 clusters Score -1.023535e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -10235328.000000 Penalty: 5392.949707
	Iteration 190Q: 3 clusters Score -1.023533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -10235350.000000 Penalty: 5392.949707
	Iteration 191Q: 3 clusters Score -1.023535e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -10235362.000000 Penalty: 5392.949707
	Iteration 192Q: 3 clusters Score -1.023536e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -10235387.000000 Penalty: 5392.949707
	Iteration 193Q: 3 clusters Score -1.023539e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10235387.000000 Penalty: 5392.949707
	Iteration 194Q: 3 clusters Score -1.023539e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -10235389.000000 Penalty: 5392.949707
	Iteration 195Q: 3 clusters Score -1.023539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10235382.000000 Penalty: 5392.949707
	Iteration 196Q: 3 clusters Score -1.023538e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -10235381.000000 Penalty: 5392.949707
	Iteration 197Q: 3 clusters Score -1.023538e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -10235381.000000 Penalty: 5392.949707
	Iteration 198Q: 3 clusters Score -1.023538e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -10235389.000000 Penalty: 5392.949707
	Iteration 199Q: 3 clusters Score -1.023539e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -10235399.000000 Penalty: 5392.949707
	Iteration 200F: 3 clusters Score -1.02354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -10235395.000000 Penalty: 5392.949707
	Iteration 201Q: 3 clusters Score -1.02354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -10235379.000000 Penalty: 5392.949707
	Iteration 202Q: 3 clusters Score -1.023538e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -10235388.000000 Penalty: 5392.949707
	Iteration 203Q: 3 clusters Score -1.023539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -10235394.000000 Penalty: 5392.949707
	Iteration 204Q: 3 clusters Score -1.023539e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -10235399.000000 Penalty: 5392.949707
	Iteration 205Q: 3 clusters Score -1.02354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10235390.000000 Penalty: 5392.949707
	Iteration 206Q: 3 clusters Score -1.023539e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -10235391.000000 Penalty: 5392.949707
	Iteration 207Q: 3 clusters Score -1.023539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10235396.000000 Penalty: 5392.949707
	Iteration 208Q: 3 clusters Score -1.02354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -10235395.000000 Penalty: 5392.949707
	Iteration 209Q: 3 clusters Score -1.02354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -10235391.000000 Penalty: 5392.949707
	Iteration 210Q: 3 clusters Score -1.023539e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -10235411.000000 Penalty: 5392.949707
	Iteration 211Q: 3 clusters Score -1.023541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10235402.000000 Penalty: 5392.949707
	Iteration 212Q: 3 clusters Score -1.02354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -10235381.000000 Penalty: 5392.949707
	Iteration 213Q: 3 clusters Score -1.023538e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -10235391.000000 Penalty: 5392.949707
	Iteration 214Q: 3 clusters Score -1.023539e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -10235383.000000 Penalty: 5392.949707
	Iteration 215Q: 3 clusters Score -1.023538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -10235381.000000 Penalty: 5392.949707
	Iteration 216Q: 3 clusters Score -1.023538e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10235373.000000 Penalty: 5392.949707
	Iteration 217Q: 3 clusters Score -1.023537e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -10235378.000000 Penalty: 5392.949707
	Iteration 218Q: 3 clusters Score -1.023538e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10235374.000000 Penalty: 5392.949707
	Iteration 219Q: 3 clusters Score -1.023537e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -10235386.000000 Penalty: 5392.949707
	Iteration 220F: 3 clusters Score -1.023539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -10235361.000000 Penalty: 5392.949707
	Iteration 221Q: 3 clusters Score -1.023536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10235359.000000 Penalty: 5392.949707
	Iteration 222Q: 3 clusters Score -1.023536e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -10235389.000000 Penalty: 5392.949707
	Iteration 223Q: 3 clusters Score -1.023539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -10235387.000000 Penalty: 5392.949707
	Iteration 224Q: 3 clusters Score -1.023539e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -10235409.000000 Penalty: 5392.949707
	Iteration 225Q: 3 clusters Score -1.023541e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -10235394.000000 Penalty: 5392.949707
	Iteration 226Q: 3 clusters Score -1.023539e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -10235394.000000 Penalty: 5392.949707
	Iteration 227Q: 3 clusters Score -1.023539e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10235375.000000 Penalty: 5392.949707
	Iteration 228Q: 3 clusters Score -1.023538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -10235389.000000 Penalty: 5392.949707
	Iteration 229Q: 3 clusters Score -1.023539e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -10235393.000000 Penalty: 5392.949707
	Iteration 230Q: 3 clusters Score -1.023539e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -10235400.000000 Penalty: 5392.949707
	Iteration 231Q: 3 clusters Score -1.02354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -10235403.000000 Penalty: 5392.949707
	Iteration 232Q: 3 clusters Score -1.02354e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -10235410.000000 Penalty: 5392.949707
	Iteration 233Q: 3 clusters Score -1.023541e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -10235418.000000 Penalty: 5392.949707
	Iteration 234Q: 3 clusters Score -1.023542e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -10235429.000000 Penalty: 5392.949707
	Iteration 235Q: 3 clusters Score -1.023543e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -10235442.000000 Penalty: 5392.949707
	Iteration 236Q: 3 clusters Score -1.023544e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -10235439.000000 Penalty: 5392.949707
	Iteration 237Q: 3 clusters Score -1.023544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -10235414.000000 Penalty: 5392.949707
	Iteration 238Q: 3 clusters Score -1.023541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -10235427.000000 Penalty: 5392.949707
	Iteration 239Q: 3 clusters Score -1.023543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235436.000000 Penalty: 5392.949707
	Iteration 240F: 3 clusters Score -1.023544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -10235426.000000 Penalty: 5392.949707
	Iteration 241Q: 3 clusters Score -1.023543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -10235439.000000 Penalty: 5392.949707
	Iteration 242Q: 3 clusters Score -1.023544e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -10235449.000000 Penalty: 5392.949707
	Iteration 243Q: 3 clusters Score -1.023545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -10235442.000000 Penalty: 5392.949707
	Iteration 244Q: 3 clusters Score -1.023544e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -10235454.000000 Penalty: 5392.949707
	Iteration 245Q: 3 clusters Score -1.023545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -10235444.000000 Penalty: 5392.949707
	Iteration 246Q: 3 clusters Score -1.023544e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -10235455.000000 Penalty: 5392.949707
	Iteration 247Q: 3 clusters Score -1.023546e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -10235454.000000 Penalty: 5392.949707
	Iteration 248Q: 3 clusters Score -1.023545e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -10235484.000000 Penalty: 5392.949707
	Iteration 249Q: 3 clusters Score -1.023548e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -10235482.000000 Penalty: 5392.949707
	Iteration 250Q: 3 clusters Score -1.023548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -10235467.000000 Penalty: 5392.949707
	Iteration 251Q: 3 clusters Score -1.023547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -10235477.000000 Penalty: 5392.949707
	Iteration 252Q: 3 clusters Score -1.023548e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -10235489.000000 Penalty: 5392.949707
	Iteration 253Q: 3 clusters Score -1.023549e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -10235478.000000 Penalty: 5392.949707
	Iteration 254Q: 3 clusters Score -1.023548e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -10235484.000000 Penalty: 5392.949707
	Iteration 255Q: 3 clusters Score -1.023548e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -10235487.000000 Penalty: 5392.949707
	Iteration 256Q: 3 clusters Score -1.023549e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -10235474.000000 Penalty: 5392.949707
	Iteration 257Q: 3 clusters Score -1.023547e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10235482.000000 Penalty: 5392.949707
	Iteration 258Q: 3 clusters Score -1.023548e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -10235490.000000 Penalty: 5392.949707
	Iteration 259Q: 3 clusters Score -1.023549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -10235517.000000 Penalty: 5392.949707
	Iteration 260F: 3 clusters Score -1.023552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -10235522.000000 Penalty: 5392.949707
	Iteration 261Q: 3 clusters Score -1.023552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -10235540.000000 Penalty: 5392.949707
	Iteration 262Q: 3 clusters Score -1.023554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -10235543.000000 Penalty: 5392.949707
	Iteration 263Q: 3 clusters Score -1.023554e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -10235542.000000 Penalty: 5392.949707
	Iteration 264Q: 3 clusters Score -1.023554e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -10235526.000000 Penalty: 5392.949707
	Iteration 265Q: 3 clusters Score -1.023553e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -10235551.000000 Penalty: 5392.949707
	Iteration 266Q: 3 clusters Score -1.023555e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -10235533.000000 Penalty: 5392.949707
	Iteration 267Q: 3 clusters Score -1.023553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -10235520.000000 Penalty: 5392.949707
	Iteration 268Q: 3 clusters Score -1.023552e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -10235528.000000 Penalty: 5392.949707
	Iteration 269Q: 3 clusters Score -1.023553e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -10235552.000000 Penalty: 5392.949707
	Iteration 270Q: 3 clusters Score -1.023555e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -10235537.000000 Penalty: 5392.949707
	Iteration 271Q: 3 clusters Score -1.023554e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -10235530.000000 Penalty: 5392.949707
	Iteration 272Q: 3 clusters Score -1.023553e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -10235546.000000 Penalty: 5392.949707
	Iteration 273Q: 3 clusters Score -1.023555e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -10235575.000000 Penalty: 5392.949707
	Iteration 274Q: 3 clusters Score -1.023558e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -10235574.000000 Penalty: 5392.949707
	Iteration 275Q: 3 clusters Score -1.023557e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10235569.000000 Penalty: 5392.949707
	Iteration 276Q: 3 clusters Score -1.023557e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -10235574.000000 Penalty: 5392.949707
	Iteration 277Q: 3 clusters Score -1.023557e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -10235579.000000 Penalty: 5392.949707
	Iteration 278Q: 3 clusters Score -1.023558e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -10235607.000000 Penalty: 5392.949707
	Iteration 279Q: 3 clusters Score -1.023561e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -10235636.000000 Penalty: 5392.949707
	Iteration 280F: 3 clusters Score -1.023564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -10235637.000000 Penalty: 5392.949707
	Iteration 281Q: 3 clusters Score -1.023564e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10235617.000000 Penalty: 5392.949707
	Iteration 282Q: 3 clusters Score -1.023562e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -10235608.000000 Penalty: 5392.949707
	Iteration 283Q: 3 clusters Score -1.023561e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10235618.000000 Penalty: 5392.949707
	Iteration 284Q: 3 clusters Score -1.023562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -10235603.000000 Penalty: 5392.949707
	Iteration 285Q: 3 clusters Score -1.02356e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -10235599.000000 Penalty: 5392.949707
	Iteration 286Q: 3 clusters Score -1.02356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -10235620.000000 Penalty: 5392.949707
	Iteration 287Q: 3 clusters Score -1.023562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10235606.000000 Penalty: 5392.949707
	Iteration 288Q: 3 clusters Score -1.023561e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10235602.000000 Penalty: 5392.949707
	Iteration 289Q: 3 clusters Score -1.02356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -10235587.000000 Penalty: 5392.949707
	Iteration 290Q: 3 clusters Score -1.023559e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -10235587.000000 Penalty: 5392.949707
	Iteration 291Q: 3 clusters Score -1.023559e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -10235587.000000 Penalty: 5392.949707
	Iteration 292Q: 3 clusters Score -1.023559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -10235593.000000 Penalty: 5392.949707
	Iteration 293Q: 3 clusters Score -1.023559e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -10235596.000000 Penalty: 5392.949707
	Iteration 294Q: 3 clusters Score -1.02356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -10235562.000000 Penalty: 5392.949707
	Iteration 295Q: 3 clusters Score -1.023556e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -10235590.000000 Penalty: 5392.949707
	Iteration 296Q: 3 clusters Score -1.023559e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -10235603.000000 Penalty: 5392.949707
	Iteration 297Q: 3 clusters Score -1.02356e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -10235583.000000 Penalty: 5392.949707
	Iteration 298Q: 3 clusters Score -1.023558e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -10235596.000000 Penalty: 5392.949707
	Iteration 299Q: 3 clusters Score -1.02356e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -10235607.000000 Penalty: 5392.949707
	Iteration 300F: 3 clusters Score -1.023561e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -10235627.000000 Penalty: 5392.949707
	Iteration 301Q: 3 clusters Score -1.023563e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -10235641.000000 Penalty: 5392.949707
	Iteration 302Q: 3 clusters Score -1.023564e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -10235642.000000 Penalty: 5392.949707
	Iteration 303Q: 3 clusters Score -1.023564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -10235632.000000 Penalty: 5392.949707
	Iteration 304Q: 3 clusters Score -1.023563e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -10235646.000000 Penalty: 5392.949707
	Iteration 305Q: 3 clusters Score -1.023565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -10235633.000000 Penalty: 5392.949707
	Iteration 306Q: 3 clusters Score -1.023563e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10235610.000000 Penalty: 5392.949707
	Iteration 307Q: 3 clusters Score -1.023561e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -10235599.000000 Penalty: 5392.949707
	Iteration 308Q: 3 clusters Score -1.02356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10235597.000000 Penalty: 5392.949707
	Iteration 309Q: 3 clusters Score -1.02356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -10235587.000000 Penalty: 5392.949707
	Iteration 310Q: 3 clusters Score -1.023559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -10235588.000000 Penalty: 5392.949707
	Iteration 311Q: 3 clusters Score -1.023559e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -10235586.000000 Penalty: 5392.949707
	Iteration 312Q: 3 clusters Score -1.023559e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -10235595.000000 Penalty: 5392.949707
	Iteration 313Q: 3 clusters Score -1.02356e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10235596.000000 Penalty: 5392.949707
	Iteration 314Q: 3 clusters Score -1.02356e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -10235597.000000 Penalty: 5392.949707
	Iteration 315Q: 3 clusters Score -1.02356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -10235590.000000 Penalty: 5392.949707
	Iteration 316Q: 3 clusters Score -1.023559e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -10235593.000000 Penalty: 5392.949707
	Iteration 317Q: 3 clusters Score -1.023559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -10235603.000000 Penalty: 5392.949707
	Iteration 318Q: 3 clusters Score -1.02356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -10235589.000000 Penalty: 5392.949707
	Iteration 319Q: 3 clusters Score -1.023559e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -10235572.000000 Penalty: 5392.949707
	Iteration 320F: 3 clusters Score -1.023557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -10235581.000000 Penalty: 5392.949707
	Iteration 321Q: 3 clusters Score -1.023558e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -10235573.000000 Penalty: 5392.949707
	Iteration 322Q: 3 clusters Score -1.023557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -10235591.000000 Penalty: 5392.949707
	Iteration 323Q: 3 clusters Score -1.023559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -10235606.000000 Penalty: 5392.949707
	Iteration 324Q: 3 clusters Score -1.023561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -10235596.000000 Penalty: 5392.949707
	Iteration 325Q: 3 clusters Score -1.02356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -10235595.000000 Penalty: 5392.949707
	Iteration 326Q: 3 clusters Score -1.02356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -10235596.000000 Penalty: 5392.949707
	Iteration 327Q: 3 clusters Score -1.02356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -10235600.000000 Penalty: 5392.949707
	Iteration 328Q: 3 clusters Score -1.02356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10235605.000000 Penalty: 5392.949707
	Iteration 329Q: 3 clusters Score -1.02356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -10235601.000000 Penalty: 5392.949707
	Iteration 330Q: 3 clusters Score -1.02356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -10235608.000000 Penalty: 5392.949707
	Iteration 331Q: 3 clusters Score -1.023561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -10235598.000000 Penalty: 5392.949707
	Iteration 332Q: 3 clusters Score -1.02356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -10235603.000000 Penalty: 5392.949707
	Iteration 333Q: 3 clusters Score -1.02356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -10235602.000000 Penalty: 5392.949707
	Iteration 334Q: 3 clusters Score -1.02356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -10235598.000000 Penalty: 5392.949707
	Iteration 335Q: 3 clusters Score -1.02356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -10235600.000000 Penalty: 5392.949707
	Iteration 336Q: 3 clusters Score -1.02356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -10235600.000000 Penalty: 5392.949707
	Iteration 337F: 3 clusters Score -1.02356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 24536 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 51030 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 14637 members 
Mstep: Class 44 contains 28191 members 
Entering Unmasked Estep 
Score: -177320224.000000 Penalty: 149896.531250
Splitting cluster 25 changes total score from -177258080.000000 to -177320224.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 26 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -35452.402344 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -35452.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34572.425781 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -34572.43 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34723.968750 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -34723.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34768.007812 Penalty: 2701.581787
	Iteration 2F: 3 clusters Score -34768.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34789.968750 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -34789.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34817.453125 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -34817.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34844.144531 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -34844.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34877.488281 Penalty: 2701.581787
	Iteration 6Q: 3 clusters Score -34877.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34877.488281 Penalty: 2701.581787
	Iteration 7F: 3 clusters Score -34877.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Entering Unmasked Estep 
Score: -9936928.000000 Penalty: 2688.361816
	Iteration 0F: 2 clusters Score -9936928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9915593.000000 Penalty: 5376.723633
	Iteration 0F: 3 clusters Score -9915593 nChanged 23461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -9928677.000000 Penalty: 5376.723633
	Iteration 1F: 3 clusters Score -9928677 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -9929253.000000 Penalty: 5376.723633
	Iteration 2Q: 3 clusters Score -9929253 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -9929731.000000 Penalty: 5376.723633
	Iteration 3Q: 3 clusters Score -9929731 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -9930228.000000 Penalty: 5376.723633
	Iteration 4Q: 3 clusters Score -9930228 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -9930873.000000 Penalty: 5376.723633
	Iteration 5Q: 3 clusters Score -9930873 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -9931576.000000 Penalty: 5376.723633
	Iteration 6Q: 3 clusters Score -9931576 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9932731.000000 Penalty: 5376.723633
	Iteration 7Q: 3 clusters Score -9932731 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -9934276.000000 Penalty: 5376.723633
	Iteration 8F: 3 clusters Score -9934276 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -9936146.000000 Penalty: 5376.723633
	Iteration 9F: 3 clusters Score -9936146 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -9937669.000000 Penalty: 5376.723633
	Iteration 10F: 3 clusters Score -9937669 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -9938331.000000 Penalty: 5376.723633
	Iteration 11Q: 3 clusters Score -9938331 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -9938582.000000 Penalty: 5376.723633
	Iteration 12Q: 3 clusters Score -9938582 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9938601.000000 Penalty: 5376.723633
	Iteration 13Q: 3 clusters Score -9938601 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -9938735.000000 Penalty: 5376.723633
	Iteration 14Q: 3 clusters Score -9938735 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -9938783.000000 Penalty: 5376.723633
	Iteration 15Q: 3 clusters Score -9938783 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9938812.000000 Penalty: 5376.723633
	Iteration 16Q: 3 clusters Score -9938812 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -9938835.000000 Penalty: 5376.723633
	Iteration 17Q: 3 clusters Score -9938835 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -9938826.000000 Penalty: 5376.723633
	Iteration 18Q: 3 clusters Score -9938826 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -9938849.000000 Penalty: 5376.723633
	Iteration 19Q: 3 clusters Score -9938849 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -9938886.000000 Penalty: 5376.723633
	Iteration 20F: 3 clusters Score -9938886 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -9938951.000000 Penalty: 5376.723633
	Iteration 21Q: 3 clusters Score -9938951 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -9939058.000000 Penalty: 5376.723633
	Iteration 22Q: 3 clusters Score -9939058 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9939101.000000 Penalty: 5376.723633
	Iteration 23Q: 3 clusters Score -9939101 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -9939138.000000 Penalty: 5376.723633
	Iteration 24Q: 3 clusters Score -9939138 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -9939193.000000 Penalty: 5376.723633
	Iteration 25Q: 3 clusters Score -9939193 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -9939299.000000 Penalty: 5376.723633
	Iteration 26Q: 3 clusters Score -9939299 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -9939429.000000 Penalty: 5376.723633
	Iteration 27Q: 3 clusters Score -9939429 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -9939601.000000 Penalty: 5376.723633
	Iteration 28Q: 3 clusters Score -9939601 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -9939697.000000 Penalty: 5376.723633
	Iteration 29Q: 3 clusters Score -9939697 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -9939776.000000 Penalty: 5376.723633
	Iteration 30Q: 3 clusters Score -9939776 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9939918.000000 Penalty: 5376.723633
	Iteration 31Q: 3 clusters Score -9939918 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9940021.000000 Penalty: 5376.723633
	Iteration 32Q: 3 clusters Score -9940021 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -9940203.000000 Penalty: 5376.723633
	Iteration 33Q: 3 clusters Score -9940203 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9940344.000000 Penalty: 5376.723633
	Iteration 34Q: 3 clusters Score -9940344 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9940468.000000 Penalty: 5376.723633
	Iteration 35Q: 3 clusters Score -9940468 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -9940621.000000 Penalty: 5376.723633
	Iteration 36Q: 3 clusters Score -9940621 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9940745 nChanged 609
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9940895 nChanged 612
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -9941049.000000 Penalty: 5376.723633
	Iteration 39Q: 3 clusters Score -9941049 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -9941184.000000 Penalty: 5376.723633
	Iteration 40F: 3 clusters Score -9941184 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9941338.000000 Penalty: 5376.723633
	Iteration 41Q: 3 clusters Score -9941338 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -9941503.000000 Penalty: 5376.723633
	Iteration 42Q: 3 clusters Score -9941503 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -9941718.000000 Penalty: 5376.723633
	Iteration 43Q: 3 clusters Score -9941718 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -9941873.000000 Penalty: 5376.723633
	Iteration 44Q: 3 clusters Score -9941873 nChanged 612
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -9941986.000000 Penalty: 5376.723633
	Iteration 45Q: 3 clusters Score -9941986 nChanged 603
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -9942149.000000 Penalty: 5376.723633
	Iteration 46Q: 3 clusters Score -9942149 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -9942280.000000 Penalty: 5376.723633
	Iteration 47Q: 3 clusters Score -9942280 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -9942400.000000 Penalty: 5376.723633
	Iteration 48Q: 3 clusters Score -9942400 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9942519.000000 Penalty: 5376.723633
	Iteration 49Q: 3 clusters Score -9942519 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -9942642.000000 Penalty: 5376.723633
	Iteration 50Q: 3 clusters Score -9942642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -9942727.000000 Penalty: 5376.723633
	Iteration 51Q: 3 clusters Score -9942727 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -9942764.000000 Penalty: 5376.723633
	Iteration 52Q: 3 clusters Score -9942764 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -9942828.000000 Penalty: 5376.723633
	Iteration 53Q: 3 clusters Score -9942828 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -9942855.000000 Penalty: 5376.723633
	Iteration 54Q: 3 clusters Score -9942855 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -9942875.000000 Penalty: 5376.723633
	Iteration 55Q: 3 clusters Score -9942875 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9942875 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -9942905.000000 Penalty: 5376.723633
	Iteration 57Q: 3 clusters Score -9942905 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -9942957.000000 Penalty: 5376.723633
	Iteration 58Q: 3 clusters Score -9942957 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9942964 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -9942954.000000 Penalty: 5376.723633
	Iteration 60F: 3 clusters Score -9942954 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9942973 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -9942978.000000 Penalty: 5376.723633
	Iteration 62Q: 3 clusters Score -9942978 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -9942974.000000 Penalty: 5376.723633
	Iteration 63Q: 3 clusters Score -9942974 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9942991.000000 Penalty: 5376.723633
	Iteration 64Q: 3 clusters Score -9942991 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9943014.000000 Penalty: 5376.723633
	Iteration 65Q: 3 clusters Score -9943014 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -9943019.000000 Penalty: 5376.723633
	Iteration 66Q: 3 clusters Score -9943019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -9943040.000000 Penalty: 5376.723633
	Iteration 67Q: 3 clusters Score -9943040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9943046.000000 Penalty: 5376.723633
	Iteration 68Q: 3 clusters Score -9943046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -9943037.000000 Penalty: 5376.723633
	Iteration 69Q: 3 clusters Score -9943037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -9943045.000000 Penalty: 5376.723633
	Iteration 70Q: 3 clusters Score -9943045 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9943047 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -9943036.000000 Penalty: 5376.723633
	Iteration 72Q: 3 clusters Score -9943036 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -9943059.000000 Penalty: 5376.723633
	Iteration 73Q: 3 clusters Score -9943059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -9943039.000000 Penalty: 5376.723633
	Iteration 74Q: 3 clusters Score -9943039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9943066.000000 Penalty: 5376.723633
	Iteration 75Q: 3 clusters Score -9943066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9943062.000000 Penalty: 5376.723633
	Iteration 76Q: 3 clusters Score -9943062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -9943076.000000 Penalty: 5376.723633
	Iteration 77Q: 3 clusters Score -9943076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -9943075.000000 Penalty: 5376.723633
	Iteration 78Q: 3 clusters Score -9943075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -9943103.000000 Penalty: 5376.723633
	Iteration 79Q: 3 clusters Score -9943103 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -9943107.000000 Penalty: 5376.723633
	Iteration 80F: 3 clusters Score -9943107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -9943100.000000 Penalty: 5376.723633
	Iteration 81Q: 3 clusters Score -9943100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -9943098.000000 Penalty: 5376.723633
	Iteration 82Q: 3 clusters Score -9943098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9943100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -9943103.000000 Penalty: 5376.723633
	Iteration 84Q: 3 clusters Score -9943103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -9943090.000000 Penalty: 5376.723633
	Iteration 85Q: 3 clusters Score -9943090 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9943090 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -9943097.000000 Penalty: 5376.723633
	Iteration 87Q: 3 clusters Score -9943097 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9943112.000000 Penalty: 5376.723633
	Iteration 88Q: 3 clusters Score -9943112 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -9943109.000000 Penalty: 5376.723633
	Iteration 89Q: 3 clusters Score -9943109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9943110 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9943100 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9943088.000000 Penalty: 5376.723633
	Iteration 92Q: 3 clusters Score -9943088 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -9943102.000000 Penalty: 5376.723633
	Iteration 93Q: 3 clusters Score -9943102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -9943111.000000 Penalty: 5376.723633
	Iteration 94Q: 3 clusters Score -9943111 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9943101.000000 Penalty: 5376.723633
	Iteration 95Q: 3 clusters Score -9943101 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -9943102.000000 Penalty: 5376.723633
	Iteration 96Q: 3 clusters Score -9943102 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -9943100.000000 Penalty: 5376.723633
	Iteration 97Q: 3 clusters Score -9943100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -9943092.000000 Penalty: 5376.723633
	Iteration 98Q: 3 clusters Score -9943092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -9943091.000000 Penalty: 5376.723633
	Iteration 99Q: 3 clusters Score -9943091 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -9943089.000000 Penalty: 5376.723633
	Iteration 100F: 3 clusters Score -9943089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -9943096.000000 Penalty: 5376.723633
	Iteration 101Q: 3 clusters Score -9943096 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -9943108.000000 Penalty: 5376.723633
	Iteration 102Q: 3 clusters Score -9943108 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9943107 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -9943112.000000 Penalty: 5376.723633
	Iteration 104Q: 3 clusters Score -9943112 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -9943113.000000 Penalty: 5376.723633
	Iteration 105Q: 3 clusters Score -9943113 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9943109 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9943113 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -9943113.000000 Penalty: 5376.723633
	Iteration 108F: 3 clusters Score -9943113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 24536 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 24084 members 
Mstep: Class 28 contains 39294 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 14637 members 
Mstep: Class 44 contains 28191 members 
Mstep: Class 45 contains 26946 members 
Entering Unmasked Estep 
Score: -177323360.000000 Penalty: 153303.265625
Splitting cluster 27 changes total score from -177258080.000000 to -177323360.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 28 (39294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39294 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8103747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8095611 nChanged 18057
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8105380 nChanged 2115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -8105902 nChanged 1802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8106297 nChanged 1607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8106689 nChanged 1339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8106971.500000 Penalty: 5247.098145
	Iteration 5Q: 3 clusters Score -8106972 nChanged 1198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -8107187.000000 Penalty: 5247.098145
	Iteration 6Q: 3 clusters Score -8107187 nChanged 1082
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -8107398.500000 Penalty: 5247.098145
	Iteration 7Q: 3 clusters Score -8107398 nChanged 1083
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8107665.000000 Penalty: 5247.098145
	Iteration 8Q: 3 clusters Score -8107665 nChanged 1078
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -8107931.500000 Penalty: 5247.098145
	Iteration 9Q: 3 clusters Score -8107932 nChanged 1147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -8108292.000000 Penalty: 5247.098145
	Iteration 10Q: 3 clusters Score -8108292 nChanged 1226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -8108699.500000 Penalty: 5247.098145
	Iteration 11Q: 3 clusters Score -8108700 nChanged 1351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8109243.000000 Penalty: 5247.098145
	Iteration 12Q: 3 clusters Score -8109243 nChanged 1531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8109972 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8110926 nChanged 1798
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8111894 nChanged 1587
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8112598 nChanged 1205
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Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8112886 nChanged 757
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Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8113026 nChanged 500
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Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8113077 nChanged 376
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Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8113100 nChanged 314
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Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8113144 nChanged 267
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Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8113164 nChanged 275
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Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8113194 nChanged 260
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Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8113208 nChanged 254
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Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8113214 nChanged 229
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Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8113250 nChanged 206
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Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8113274 nChanged 168
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Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8113316 nChanged 176
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Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8113338 nChanged 182
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Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8113378 nChanged 150
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Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8113414 nChanged 177
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Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8113412 nChanged 164
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Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8113430 nChanged 170
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Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8113485 nChanged 139
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Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8113488 nChanged 152
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Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8113516 nChanged 172
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Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8113541 nChanged 203
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Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8113536 nChanged 217
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Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8113556 nChanged 218
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Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8113586 nChanged 178
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Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8113613 nChanged 185
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Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8113630 nChanged 181
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Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8113653 nChanged 194
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Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8113674 nChanged 177
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Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8113676 nChanged 188
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Mstep: Class 1 contains 21520 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8113787 nChanged 168
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Mstep: Class 1 contains 21490 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8113810 nChanged 186
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Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8113803 nChanged 198
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Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8113854 nChanged 210
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Mstep: Class 1 contains 21506 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8113874 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8113869 nChanged 254
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8113938 nChanged 310
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Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8114004 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8114080 nChanged 384
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Mstep: Class 1 contains 21709 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8114170 nChanged 429
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Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8114304.500000 Penalty: 5247.098145
	Iteration 58Q: 3 clusters Score -8114304 nChanged 487
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Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8114413.500000 Penalty: 5247.098145
	Iteration 59Q: 3 clusters Score -8114414 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8114574 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8114776 nChanged 648
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8115068 nChanged 660
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8115360 nChanged 698
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Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 17245 members 
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	Iteration 64Q: 3 clusters Score -8115660 nChanged 730
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8115995 nChanged 710
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Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8116338 nChanged 720
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8116589 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8116780 nChanged 593
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -8117023.000000 Penalty: 5247.098145
	Iteration 69Q: 3 clusters Score -8117023 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -8117111.500000 Penalty: 5247.098145
	Iteration 70Q: 3 clusters Score -8117112 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -8117269.000000 Penalty: 5247.098145
	Iteration 71Q: 3 clusters Score -8117269 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8117338 nChanged 296
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Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -8117385.500000 Penalty: 5247.098145
	Iteration 73Q: 3 clusters Score -8117386 nChanged 254
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Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 16628 members 
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	Iteration 74Q: 3 clusters Score -8117445 nChanged 206
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Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8117480 nChanged 181
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Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -8117451.500000 Penalty: 5247.098145
	Iteration 76Q: 3 clusters Score -8117452 nChanged 165
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Mstep: Class 1 contains 22746 members 
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Entering Unmasked Estep 
Score: -8117482.500000 Penalty: 5247.098145
	Iteration 77Q: 3 clusters Score -8117482 nChanged 126
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Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8117528 nChanged 102
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Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8117500 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -8117520.500000 Penalty: 5247.098145
	Iteration 80F: 3 clusters Score -8117520 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8117541 nChanged 60
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Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8117533.500000 Penalty: 5247.098145
	Iteration 82Q: 3 clusters Score -8117534 nChanged 47
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8117564 nChanged 33
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Mstep: Class 1 contains 22720 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8117555 nChanged 33
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8117561 nChanged 35
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Mstep: Class 1 contains 22708 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8117559 nChanged 27
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Mstep: Class 1 contains 22701 members 
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Entering Unmasked Estep 
Score: -8117552.500000 Penalty: 5247.098145
	Iteration 87Q: 3 clusters Score -8117552 nChanged 14
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8117562 nChanged 18
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Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8117570 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22713 members 
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	Iteration 90Q: 3 clusters Score -8117563 nChanged 10
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Mstep: Class 1 contains 22709 members 
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Score: -8117556.500000 Penalty: 5247.098145
	Iteration 91Q: 3 clusters Score -8117556 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22713 members 
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	Iteration 92Q: 3 clusters Score -8117556 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22711 members 
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	Iteration 93Q: 3 clusters Score -8117554 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8117568 nChanged 2
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	Iteration 95Q: 3 clusters Score -8117571 nChanged 1
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	Iteration 96Q: 3 clusters Score -8117563 nChanged 3
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	Iteration 97Q: 3 clusters Score -8117572 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22707 members 
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	Iteration 98Q: 3 clusters Score -8117570 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22707 members 
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Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -8117570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 24536 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 24084 members 
Mstep: Class 28 contains 22707 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Mstep: Class 33 contains 12332 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 12915 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 22405 members 
Mstep: Class 39 contains 481 members 
Mstep: Class 40 contains 20559 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 168 members 
Mstep: Class 43 contains 14637 members 
Mstep: Class 44 contains 28191 members 
Mstep: Class 45 contains 26946 members 
Mstep: Class 46 contains 16587 members 
Entering Unmasked Estep 
Score: -177334112.000000 Penalty: 156710.000000
Splitting cluster 28 changes total score from -177258080.000000 to -177334112.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 29 (47005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Entering Unmasked Estep 
Score: -8855660.000000 Penalty: 2667.986328
	Iteration 0F: 2 clusters Score -8855660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8828376.000000 Penalty: 5335.972656
	Iteration 0F: 3 clusters Score -8828376 nChanged 21631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8840196.000000 Penalty: 5335.972656
	Iteration 1F: 3 clusters Score -8840196 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -8840594.000000 Penalty: 5335.972656
	Iteration 2Q: 3 clusters Score -8840594 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8840994.000000 Penalty: 5335.972656
	Iteration 3Q: 3 clusters Score -8840994 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8841408.000000 Penalty: 5335.972656
	Iteration 4Q: 3 clusters Score -8841408 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -8841771.000000 Penalty: 5335.972656
	Iteration 5Q: 3 clusters Score -8841771 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -8842121.000000 Penalty: 5335.972656
	Iteration 6Q: 3 clusters Score -8842121 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -8842501.000000 Penalty: 5335.972656
	Iteration 7Q: 3 clusters Score -8842501 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8842890.000000 Penalty: 5335.972656
	Iteration 8Q: 3 clusters Score -8842890 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -8843300.000000 Penalty: 5335.972656
	Iteration 9Q: 3 clusters Score -8843300 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -8843881.000000 Penalty: 5335.972656
	Iteration 10Q: 3 clusters Score -8843881 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -8844568.000000 Penalty: 5335.972656
	Iteration 11Q: 3 clusters Score -8844568 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -8845283.000000 Penalty: 5335.972656
	Iteration 12Q: 3 clusters Score -8845283 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -8846142.000000 Penalty: 5335.972656
	Iteration 13Q: 3 clusters Score -8846142 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -8847136.000000 Penalty: 5335.972656
	Iteration 14Q: 3 clusters Score -8847136 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -8848122.000000 Penalty: 5335.972656
	Iteration 15Q: 3 clusters Score -8848122 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8849422.000000 Penalty: 5335.972656
	Iteration 16Q: 3 clusters Score -8849422 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -8850699.000000 Penalty: 5335.972656
	Iteration 17Q: 3 clusters Score -8850699 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -8851950.000000 Penalty: 5335.972656
	Iteration 18Q: 3 clusters Score -8851950 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8852861.000000 Penalty: 5335.972656
	Iteration 19Q: 3 clusters Score -8852861 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8853554.000000 Penalty: 5335.972656
	Iteration 20F: 3 clusters Score -8853554 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8854074.000000 Penalty: 5335.972656
	Iteration 21Q: 3 clusters Score -8854074 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8854427.000000 Penalty: 5335.972656
	Iteration 22Q: 3 clusters Score -8854427 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -8854468.000000 Penalty: 5335.972656
	Iteration 23Q: 3 clusters Score -8854468 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8854458.000000 Penalty: 5335.972656
	Iteration 24Q: 3 clusters Score -8854458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8854406.000000 Penalty: 5335.972656
	Iteration 25Q: 3 clusters Score -8854406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5335.972656
	Iteration 26Q: 3 clusters Score -8854402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8854393.000000 Penalty: 5335.972656
	Iteration 27Q: 3 clusters Score -8854393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8854406.000000 Penalty: 5335.972656
	Iteration 28Q: 3 clusters Score -8854406 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8854409.000000 Penalty: 5335.972656
	Iteration 29Q: 3 clusters Score -8854409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8854394.000000 Penalty: 5335.972656
	Iteration 30Q: 3 clusters Score -8854394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8854391.000000 Penalty: 5335.972656
	Iteration 31Q: 3 clusters Score -8854391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5335.972656
	Iteration 32Q: 3 clusters Score -8854402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8854397.000000 Penalty: 5335.972656
	Iteration 33Q: 3 clusters Score -8854397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8854410.000000 Penalty: 5335.972656
	Iteration 34Q: 3 clusters Score -8854410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8854401.000000 Penalty: 5335.972656
	Iteration 35Q: 3 clusters Score -8854401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5335.972656
	Iteration 36Q: 3 clusters Score -8854402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8854391.000000 Penalty: 5335.972656
	Iteration 37Q: 3 clusters Score -8854391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -8854403.000000 Penalty: 5335.972656
	Iteration 38Q: 3 clusters Score -8854403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8854405.000000 Penalty: 5335.972656
	Iteration 39Q: 3 clusters Score -8854405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8854397.000000 Penalty: 5335.972656
	Iteration 40F: 3 clusters Score -8854397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8854401.000000 Penalty: 5335.972656
	Iteration 41Q: 3 clusters Score -8854401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5335.972656
	Iteration 42Q: 3 clusters Score -8854402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5335.972656
	Iteration 43F: 3 clusters Score -8854402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -37859.695312 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -37859.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36722.675781 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -36722.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36796.781250 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -36796.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36814.882812 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -36814.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36822.550781 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -36822.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36830.875000 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -36830.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36830.875000 Penalty: 2705.839355
	Iteration 5F: 3 clusters Score -36830.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -420893.406250 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -420893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -418121.750000 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -418121.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -418804.781250 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -418804.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -419268.812500 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -419268.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -419765.312500 Penalty: 3841.091797
	Iteration 3F: 3 clusters Score -419765.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -420153.468750 Penalty: 3841.091797
	Iteration 4F: 3 clusters Score -420153.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -420415.875000 Penalty: 3841.091797
	Iteration 5F: 3 clusters Score -420415.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -420613.093750 Penalty: 3841.091797
	Iteration 6F: 3 clusters Score -420613.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -420704.218750 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -420704.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -420772.843750 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -420772.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -420798.937500 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -420798.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -420808.968750 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -420809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420819.281250 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -420819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -420822.343750 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -420822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -420823.218750 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -420823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -420823.218750 Penalty: 3841.091797
	Iteration 14F: 3 clusters Score -420823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Entering Unmasked Estep 
Score: -9051261.000000 Penalty: 2675.116211
	Iteration 0F: 2 clusters Score -9051261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9021861.000000 Penalty: 5350.232422
	Iteration 0F: 3 clusters Score -9021861 nChanged 22380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -9034075.000000 Penalty: 5350.232422
	Iteration 1F: 3 clusters Score -9034075 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -9034585.000000 Penalty: 5350.232422
	Iteration 2Q: 3 clusters Score -9034585 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9035120.000000 Penalty: 5350.232422
	Iteration 3Q: 3 clusters Score -9035120 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9035701.000000 Penalty: 5350.232422
	Iteration 4Q: 3 clusters Score -9035701 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -9036538.000000 Penalty: 5350.232422
	Iteration 5Q: 3 clusters Score -9036538 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -9037884.000000 Penalty: 5350.232422
	Iteration 6F: 3 clusters Score -9037884 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -9039583.000000 Penalty: 5350.232422
	Iteration 7F: 3 clusters Score -9039583 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -9041758.000000 Penalty: 5350.232422
	Iteration 8F: 3 clusters Score -9041758 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -9043877.000000 Penalty: 5350.232422
	Iteration 9F: 3 clusters Score -9043877 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -9045433.000000 Penalty: 5350.232422
	Iteration 10F: 3 clusters Score -9045433 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -9046225.000000 Penalty: 5350.232422
	Iteration 11Q: 3 clusters Score -9046225 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -9046564.000000 Penalty: 5350.232422
	Iteration 12Q: 3 clusters Score -9046564 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -9046666.000000 Penalty: 5350.232422
	Iteration 13Q: 3 clusters Score -9046666 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9046739.000000 Penalty: 5350.232422
	Iteration 14Q: 3 clusters Score -9046739 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -9046801.000000 Penalty: 5350.232422
	Iteration 15Q: 3 clusters Score -9046801 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -9046810.000000 Penalty: 5350.232422
	Iteration 16Q: 3 clusters Score -9046810 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -9046829.000000 Penalty: 5350.232422
	Iteration 17Q: 3 clusters Score -9046829 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -9046787.000000 Penalty: 5350.232422
	Iteration 18Q: 3 clusters Score -9046787 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -9046770.000000 Penalty: 5350.232422
	Iteration 19Q: 3 clusters Score -9046770 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -9046772.000000 Penalty: 5350.232422
	Iteration 20F: 3 clusters Score -9046772 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -9046839.000000 Penalty: 5350.232422
	Iteration 21Q: 3 clusters Score -9046839 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -9046875.000000 Penalty: 5350.232422
	Iteration 22Q: 3 clusters Score -9046875 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -9046938.000000 Penalty: 5350.232422
	Iteration 23Q: 3 clusters Score -9046938 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9047014.000000 Penalty: 5350.232422
	Iteration 24Q: 3 clusters Score -9047014 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -9047091.000000 Penalty: 5350.232422
	Iteration 25Q: 3 clusters Score -9047091 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9047175.000000 Penalty: 5350.232422
	Iteration 26Q: 3 clusters Score -9047175 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -9047219.000000 Penalty: 5350.232422
	Iteration 27Q: 3 clusters Score -9047219 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -9047271.000000 Penalty: 5350.232422
	Iteration 28Q: 3 clusters Score -9047271 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -9047300.000000 Penalty: 5350.232422
	Iteration 29Q: 3 clusters Score -9047300 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -9047340.000000 Penalty: 5350.232422
	Iteration 30Q: 3 clusters Score -9047340 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -9047346.000000 Penalty: 5350.232422
	Iteration 31Q: 3 clusters Score -9047346 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -9047410.000000 Penalty: 5350.232422
	Iteration 32Q: 3 clusters Score -9047410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -9047445.000000 Penalty: 5350.232422
	Iteration 33Q: 3 clusters Score -9047445 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9047434.000000 Penalty: 5350.232422
	Iteration 34Q: 3 clusters Score -9047434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -9047453.000000 Penalty: 5350.232422
	Iteration 35Q: 3 clusters Score -9047453 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9047483.000000 Penalty: 5350.232422
	Iteration 36Q: 3 clusters Score -9047483 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9047502.000000 Penalty: 5350.232422
	Iteration 37Q: 3 clusters Score -9047502 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -9047523.000000 Penalty: 5350.232422
	Iteration 38Q: 3 clusters Score -9047523 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -9047518.000000 Penalty: 5350.232422
	Iteration 39Q: 3 clusters Score -9047518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -9047534.000000 Penalty: 5350.232422
	Iteration 40F: 3 clusters Score -9047534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -9047544.000000 Penalty: 5350.232422
	Iteration 41Q: 3 clusters Score -9047544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -9047536.000000 Penalty: 5350.232422
	Iteration 42Q: 3 clusters Score -9047536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9047539.000000 Penalty: 5350.232422
	Iteration 43Q: 3 clusters Score -9047539 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -9047542.000000 Penalty: 5350.232422
	Iteration 44Q: 3 clusters Score -9047542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -9047546.000000 Penalty: 5350.232422
	Iteration 45Q: 3 clusters Score -9047546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9047559.000000 Penalty: 5350.232422
	Iteration 46Q: 3 clusters Score -9047559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -9047559.000000 Penalty: 5350.232422
	Iteration 47Q: 3 clusters Score -9047559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9047564.000000 Penalty: 5350.232422
	Iteration 48Q: 3 clusters Score -9047564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -9047570.000000 Penalty: 5350.232422
	Iteration 49Q: 3 clusters Score -9047570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -9047551.000000 Penalty: 5350.232422
	Iteration 50Q: 3 clusters Score -9047551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9047554.000000 Penalty: 5350.232422
	Iteration 51Q: 3 clusters Score -9047554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9047555.000000 Penalty: 5350.232422
	Iteration 52Q: 3 clusters Score -9047555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -9047560.000000 Penalty: 5350.232422
	Iteration 53Q: 3 clusters Score -9047560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -9047542.000000 Penalty: 5350.232422
	Iteration 54Q: 3 clusters Score -9047542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -9047558.000000 Penalty: 5350.232422
	Iteration 55Q: 3 clusters Score -9047558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9047562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9047562.000000 Penalty: 5350.232422
	Iteration 57Q: 3 clusters Score -9047562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -9047560.000000 Penalty: 5350.232422
	Iteration 58Q: 3 clusters Score -9047560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -9047566.000000 Penalty: 5350.232422
	Iteration 59Q: 3 clusters Score -9047566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -9047570.000000 Penalty: 5350.232422
	Iteration 60F: 3 clusters Score -9047570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9047572.000000 Penalty: 5350.232422
	Iteration 61Q: 3 clusters Score -9047572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -9047567.000000 Penalty: 5350.232422
	Iteration 62Q: 3 clusters Score -9047567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -9047560.000000 Penalty: 5350.232422
	Iteration 63Q: 3 clusters Score -9047560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9047550.000000 Penalty: 5350.232422
	Iteration 64Q: 3 clusters Score -9047550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9047565.000000 Penalty: 5350.232422
	Iteration 65Q: 3 clusters Score -9047565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -9047567.000000 Penalty: 5350.232422
	Iteration 66Q: 3 clusters Score -9047567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9047572.000000 Penalty: 5350.232422
	Iteration 67Q: 3 clusters Score -9047572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -9047576.000000 Penalty: 5350.232422
	Iteration 68Q: 3 clusters Score -9047576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9047565.000000 Penalty: 5350.232422
	Iteration 69Q: 3 clusters Score -9047565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9047565.000000 Penalty: 5350.232422
	Iteration 70Q: 3 clusters Score -9047565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -9047568.000000 Penalty: 5350.232422
	Iteration 71Q: 3 clusters Score -9047568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -9047568.000000 Penalty: 5350.232422
	Iteration 72F: 3 clusters Score -9047568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 20738 members 
Mstep: Class 4 contains 29863 members 
Mstep: Class 5 contains 33614 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 23660 members 
Mstep: Class 9 contains 33403 members 
Mstep: Class 10 contains 47221 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 32284 members 
Mstep: Class 13 contains 15185 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 1015 members 
Mstep: Class 16 contains 15165 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 34735 members 
Mstep: Class 19 contains 12463 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 46367 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 24536 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 24084 members 
Mstep: Class 28 contains 22707 members 
Mstep: Class 29 contains 47005 members 
Mstep: Class 30 contains 234 members 
Mstep: Class 31 contains 2308 members 
Mstep: Class 32 contains 48376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177374128.000000 Penalty: 156710.000000
Iteration 79Q: 47 clusters Score -1.773741e+08 nChanged 58015
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 6037 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 35555 members 
Mstep: Class 5 contains 33503 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 48964 members 
Mstep: Class 8 contains 24499 members 
Mstep: Class 9 contains 32414 members 
Mstep: Class 10 contains 46578 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31282 members 
Mstep: Class 13 contains 16508 members 
Mstep: Class 14 contains 33839 members 
Mstep: Class 15 contains 1019 members 
Mstep: Class 16 contains 15152 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 13951 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 33616 members 
Mstep: Class 22 contains 803 members 
Mstep: Class 23 contains 46989 members 
Mstep: Class 24 contains 23769 members 
Mstep: Class 25 contains 28054 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 27227 members 
Mstep: Class 28 contains 22665 members 
Mstep: Class 29 contains 47325 members 
Mstep: Class 30 contains 231 members 
Mstep: Class 31 contains 2307 members 
Mstep: Class 32 contains 48380 members 
Mstep: Class 33 contains 12997 members 
Mstep: Class 34 contains 23695 members 
Mstep: Class 35 contains 1613 members 
Mstep: Class 36 contains 13239 members 
Mstep: Class 37 contains 907 members 
Mstep: Class 38 contains 19392 members 
Mstep: Class 39 contains 479 members 
Mstep: Class 40 contains 17771 members 
Mstep: Class 41 contains 20606 members 
Mstep: Class 42 contains 174 members 
Mstep: Class 43 contains 13506 members 
Mstep: Class 44 contains 24470 members 
Mstep: Class 45 contains 24339 members 
Mstep: Class 46 contains 15297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177382784.000000 Penalty: 156710.000000
Iteration 80F: 47 clusters Score -1.773828e+08 nChanged 55170
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 21735 members 
Mstep: Class 4 contains 33971 members 
Mstep: Class 5 contains 31359 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 48793 members 
Mstep: Class 8 contains 22997 members 
Mstep: Class 9 contains 30571 members 
Mstep: Class 10 contains 45618 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 28876 members 
Mstep: Class 13 contains 16897 members 
Mstep: Class 14 contains 32494 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 15107 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 33885 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 33008 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 46207 members 
Mstep: Class 24 contains 22858 members 
Mstep: Class 25 contains 31447 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 30999 members 
Mstep: Class 28 contains 21616 members 
Mstep: Class 29 contains 46198 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 47892 members 
Mstep: Class 33 contains 15448 members 
Mstep: Class 34 contains 24451 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 15003 members 
Mstep: Class 37 contains 909 members 
Mstep: Class 38 contains 19655 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 17557 members 
Mstep: Class 41 contains 20946 members 
Mstep: Class 42 contains 172 members 
Mstep: Class 43 contains 13955 members 
Mstep: Class 44 contains 26124 members 
Mstep: Class 45 contains 27669 members 
Mstep: Class 46 contains 15672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177391392.000000 Penalty: 156710.000000
Iteration 81F: 47 clusters Score -1.773914e+08 nChanged 46963
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 6054 members 
Mstep: Class 3 contains 22005 members 
Mstep: Class 4 contains 31703 members 
Mstep: Class 5 contains 29236 members 
Mstep: Class 6 contains 4150 members 
Mstep: Class 7 contains 48697 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 28535 members 
Mstep: Class 10 contains 45313 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 26676 members 
Mstep: Class 13 contains 17364 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14917 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 33034 members 
Mstep: Class 19 contains 14530 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 32395 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 45787 members 
Mstep: Class 24 contains 21869 members 
Mstep: Class 25 contains 35314 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 35298 members 
Mstep: Class 28 contains 21033 members 
Mstep: Class 29 contains 45789 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 47620 members 
Mstep: Class 33 contains 18242 members 
Mstep: Class 34 contains 25076 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 16224 members 
Mstep: Class 37 contains 910 members 
Mstep: Class 38 contains 20007 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16939 members 
Mstep: Class 41 contains 20732 members 
Mstep: Class 42 contains 170 members 
Mstep: Class 43 contains 13849 members 
Mstep: Class 44 contains 28099 members 
Mstep: Class 45 contains 30825 members 
Mstep: Class 46 contains 15930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177396992.000000 Penalty: 156710.000000
Iteration 82F: 47 clusters Score -1.77397e+08 nChanged 45859
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 6055 members 
Mstep: Class 3 contains 22334 members 
Mstep: Class 4 contains 30370 members 
Mstep: Class 5 contains 27465 members 
Mstep: Class 6 contains 4220 members 
Mstep: Class 7 contains 48488 members 
Mstep: Class 8 contains 20339 members 
Mstep: Class 9 contains 27095 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 24336 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 14 contains 29116 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 32432 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 17889 members 
Mstep: Class 21 contains 31850 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 45271 members 
Mstep: Class 24 contains 21063 members 
Mstep: Class 25 contains 37754 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 37817 members 
Mstep: Class 28 contains 20682 members 
Mstep: Class 29 contains 45578 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 47429 members 
Mstep: Class 33 contains 21291 members 
Mstep: Class 34 contains 25505 members 
Mstep: Class 35 contains 1841 members 
Mstep: Class 36 contains 17076 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 20193 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16259 members 
Mstep: Class 41 contains 20256 members 
Mstep: Class 42 contains 165 members 
Mstep: Class 43 contains 13795 members 
Mstep: Class 44 contains 30337 members 
Mstep: Class 45 contains 34715 members 
Mstep: Class 46 contains 16157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177400160.000000 Penalty: 156710.000000
Iteration 83Q: 47 clusters Score -1.774002e+08 nChanged 41954
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 22732 members 
Mstep: Class 4 contains 29533 members 
Mstep: Class 5 contains 26415 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 48089 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 26651 members 
Mstep: Class 10 contains 45561 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22848 members 
Mstep: Class 13 contains 18073 members 
Mstep: Class 14 contains 28196 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14490 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 32198 members 
Mstep: Class 19 contains 14836 members 
Mstep: Class 20 contains 17522 members 
Mstep: Class 21 contains 31264 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 44752 members 
Mstep: Class 24 contains 20513 members 
Mstep: Class 25 contains 37292 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 37202 members 
Mstep: Class 28 contains 20576 members 
Mstep: Class 29 contains 45303 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2311 members 
Mstep: Class 32 contains 47256 members 
Mstep: Class 33 contains 23930 members 
Mstep: Class 34 contains 25822 members 
Mstep: Class 35 contains 1889 members 
Mstep: Class 36 contains 17671 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 20327 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15738 members 
Mstep: Class 41 contains 19862 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13834 members 
Mstep: Class 44 contains 32931 members 
Mstep: Class 45 contains 38872 members 
Mstep: Class 46 contains 16396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177402304.000000 Penalty: 156710.000000
Iteration 84Q: 47 clusters Score -1.774023e+08 nChanged 36187
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 6064 members 
Mstep: Class 3 contains 22910 members 
Mstep: Class 4 contains 28968 members 
Mstep: Class 5 contains 25944 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 47705 members 
Mstep: Class 8 contains 19089 members 
Mstep: Class 9 contains 26720 members 
Mstep: Class 10 contains 45599 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22363 members 
Mstep: Class 13 contains 18410 members 
Mstep: Class 14 contains 27938 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14281 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 19 contains 14947 members 
Mstep: Class 20 contains 17224 members 
Mstep: Class 21 contains 30806 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 44078 members 
Mstep: Class 24 contains 20139 members 
Mstep: Class 25 contains 35721 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 34900 members 
Mstep: Class 28 contains 20599 members 
Mstep: Class 29 contains 45093 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2310 members 
Mstep: Class 32 contains 46903 members 
Mstep: Class 33 contains 25659 members 
Mstep: Class 34 contains 26095 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 18123 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 20611 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15382 members 
Mstep: Class 41 contains 19616 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13945 members 
Mstep: Class 44 contains 35613 members 
Mstep: Class 45 contains 41904 members 
Mstep: Class 46 contains 16761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177404560.000000 Penalty: 156710.000000
Iteration 85Q: 47 clusters Score -1.774046e+08 nChanged 29726
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 22871 members 
Mstep: Class 4 contains 28570 members 
Mstep: Class 5 contains 25850 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 47484 members 
Mstep: Class 8 contains 19162 members 
Mstep: Class 9 contains 26867 members 
Mstep: Class 10 contains 45683 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22319 members 
Mstep: Class 13 contains 18729 members 
Mstep: Class 14 contains 27989 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14146 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 31921 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 17034 members 
Mstep: Class 21 contains 30462 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 43247 members 
Mstep: Class 24 contains 19971 members 
Mstep: Class 25 contains 34576 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 33093 members 
Mstep: Class 28 contains 20707 members 
Mstep: Class 29 contains 45048 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2304 members 
Mstep: Class 32 contains 46588 members 
Mstep: Class 33 contains 26440 members 
Mstep: Class 34 contains 26270 members 
Mstep: Class 35 contains 1977 members 
Mstep: Class 36 contains 18568 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21022 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15217 members 
Mstep: Class 41 contains 19513 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14126 members 
Mstep: Class 44 contains 38086 members 
Mstep: Class 45 contains 42315 members 
Mstep: Class 46 contains 17118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177407296.000000 Penalty: 156710.000000
Iteration 86Q: 47 clusters Score -1.774073e+08 nChanged 24826
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 6042 members 
Mstep: Class 3 contains 22895 members 
Mstep: Class 4 contains 28199 members 
Mstep: Class 5 contains 26114 members 
Mstep: Class 6 contains 4254 members 
Mstep: Class 7 contains 47267 members 
Mstep: Class 8 contains 19380 members 
Mstep: Class 9 contains 27045 members 
Mstep: Class 10 contains 45750 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22323 members 
Mstep: Class 13 contains 19055 members 
Mstep: Class 14 contains 28302 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 14034 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 31641 members 
Mstep: Class 19 contains 15170 members 
Mstep: Class 20 contains 16897 members 
Mstep: Class 21 contains 30293 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 42485 members 
Mstep: Class 24 contains 19895 members 
Mstep: Class 25 contains 33650 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 32105 members 
Mstep: Class 28 contains 20904 members 
Mstep: Class 29 contains 44959 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2298 members 
Mstep: Class 32 contains 46398 members 
Mstep: Class 33 contains 26749 members 
Mstep: Class 34 contains 26401 members 
Mstep: Class 35 contains 2016 members 
Mstep: Class 36 contains 18913 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21427 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15136 members 
Mstep: Class 41 contains 19480 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14348 members 
Mstep: Class 44 contains 40019 members 
Mstep: Class 45 contains 41162 members 
Mstep: Class 46 contains 17504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177409712.000000 Penalty: 156710.000000
Iteration 87Q: 47 clusters Score -1.774097e+08 nChanged 20984
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 22928 members 
Mstep: Class 4 contains 27923 members 
Mstep: Class 5 contains 26527 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 47061 members 
Mstep: Class 8 contains 19581 members 
Mstep: Class 9 contains 27253 members 
Mstep: Class 10 contains 45766 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22446 members 
Mstep: Class 13 contains 19323 members 
Mstep: Class 14 contains 28663 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13951 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 31172 members 
Mstep: Class 19 contains 15216 members 
Mstep: Class 20 contains 16797 members 
Mstep: Class 21 contains 30118 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 41856 members 
Mstep: Class 24 contains 19875 members 
Mstep: Class 25 contains 32894 members 
Mstep: Class 26 contains 237 members 
Mstep: Class 27 contains 31421 members 
Mstep: Class 28 contains 21107 members 
Mstep: Class 29 contains 44893 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2289 members 
Mstep: Class 32 contains 46313 members 
Mstep: Class 33 contains 26829 members 
Mstep: Class 34 contains 26468 members 
Mstep: Class 35 contains 2054 members 
Mstep: Class 36 contains 19183 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21797 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15086 members 
Mstep: Class 41 contains 19518 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14561 members 
Mstep: Class 44 contains 41418 members 
Mstep: Class 45 contains 39829 members 
Mstep: Class 46 contains 17875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177411216.000000 Penalty: 156710.000000
Iteration 88Q: 47 clusters Score -1.774112e+08 nChanged 18886
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 22945 members 
Mstep: Class 4 contains 27668 members 
Mstep: Class 5 contains 26944 members 
Mstep: Class 6 contains 4269 members 
Mstep: Class 7 contains 46952 members 
Mstep: Class 8 contains 19716 members 
Mstep: Class 9 contains 27489 members 
Mstep: Class 10 contains 45699 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22679 members 
Mstep: Class 13 contains 19536 members 
Mstep: Class 14 contains 29046 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13852 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 30703 members 
Mstep: Class 19 contains 15238 members 
Mstep: Class 20 contains 16662 members 
Mstep: Class 21 contains 29930 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 41262 members 
Mstep: Class 24 contains 19958 members 
Mstep: Class 25 contains 32228 members 
Mstep: Class 26 contains 236 members 
Mstep: Class 27 contains 30898 members 
Mstep: Class 28 contains 21221 members 
Mstep: Class 29 contains 44815 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2285 members 
Mstep: Class 32 contains 46320 members 
Mstep: Class 33 contains 26917 members 
Mstep: Class 34 contains 26564 members 
Mstep: Class 35 contains 2084 members 
Mstep: Class 36 contains 19421 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22120 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15037 members 
Mstep: Class 41 contains 19661 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14748 members 
Mstep: Class 44 contains 42501 members 
Mstep: Class 45 contains 38540 members 
Mstep: Class 46 contains 18238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177412128.000000 Penalty: 156710.000000
Iteration 89Q: 47 clusters Score -1.774121e+08 nChanged 17088
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 5995 members 
Mstep: Class 3 contains 23001 members 
Mstep: Class 4 contains 27429 members 
Mstep: Class 5 contains 27405 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 46848 members 
Mstep: Class 8 contains 19776 members 
Mstep: Class 9 contains 27706 members 
Mstep: Class 10 contains 45595 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 19736 members 
Mstep: Class 14 contains 29429 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13774 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 30216 members 
Mstep: Class 19 contains 15185 members 
Mstep: Class 20 contains 16469 members 
Mstep: Class 21 contains 29785 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 40783 members 
Mstep: Class 24 contains 20094 members 
Mstep: Class 25 contains 31694 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 30517 members 
Mstep: Class 28 contains 21227 members 
Mstep: Class 29 contains 44687 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2279 members 
Mstep: Class 32 contains 46358 members 
Mstep: Class 33 contains 26947 members 
Mstep: Class 34 contains 26692 members 
Mstep: Class 35 contains 2111 members 
Mstep: Class 36 contains 19607 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22374 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15055 members 
Mstep: Class 41 contains 19877 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14930 members 
Mstep: Class 44 contains 43246 members 
Mstep: Class 45 contains 37520 members 
Mstep: Class 46 contains 18571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177414208.000000 Penalty: 156710.000000
Iteration 90Q: 47 clusters Score -1.774142e+08 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 23015 members 
Mstep: Class 4 contains 27252 members 
Mstep: Class 5 contains 27846 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 46720 members 
Mstep: Class 8 contains 19813 members 
Mstep: Class 9 contains 27997 members 
Mstep: Class 10 contains 45511 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 23257 members 
Mstep: Class 13 contains 19934 members 
Mstep: Class 14 contains 29837 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13707 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 29772 members 
Mstep: Class 19 contains 15146 members 
Mstep: Class 20 contains 16295 members 
Mstep: Class 21 contains 29598 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 40363 members 
Mstep: Class 24 contains 20237 members 
Mstep: Class 25 contains 31149 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 30182 members 
Mstep: Class 28 contains 21213 members 
Mstep: Class 29 contains 44589 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 46350 members 
Mstep: Class 33 contains 26920 members 
Mstep: Class 34 contains 26807 members 
Mstep: Class 35 contains 2127 members 
Mstep: Class 36 contains 19799 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22596 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15077 members 
Mstep: Class 41 contains 20140 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15140 members 
Mstep: Class 44 contains 43663 members 
Mstep: Class 45 contains 36664 members 
Mstep: Class 46 contains 18842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177415600.000000 Penalty: 156710.000000
Iteration 91Q: 47 clusters Score -1.774156e+08 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 5985 members 
Mstep: Class 3 contains 23021 members 
Mstep: Class 4 contains 27023 members 
Mstep: Class 5 contains 28294 members 
Mstep: Class 6 contains 4304 members 
Mstep: Class 7 contains 46589 members 
Mstep: Class 8 contains 19871 members 
Mstep: Class 9 contains 28298 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 23594 members 
Mstep: Class 13 contains 20104 members 
Mstep: Class 14 contains 30303 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13653 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 29362 members 
Mstep: Class 19 contains 15129 members 
Mstep: Class 20 contains 16132 members 
Mstep: Class 21 contains 29418 members 
Mstep: Class 22 contains 748 members 
Mstep: Class 23 contains 40011 members 
Mstep: Class 24 contains 20383 members 
Mstep: Class 25 contains 30662 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 21234 members 
Mstep: Class 29 contains 44452 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2277 members 
Mstep: Class 32 contains 46323 members 
Mstep: Class 33 contains 26870 members 
Mstep: Class 34 contains 26968 members 
Mstep: Class 35 contains 2143 members 
Mstep: Class 36 contains 19973 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22806 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15081 members 
Mstep: Class 41 contains 20424 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15321 members 
Mstep: Class 44 contains 43725 members 
Mstep: Class 45 contains 35929 members 
Mstep: Class 46 contains 19051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177416944.000000 Penalty: 156710.000000
Iteration 92Q: 47 clusters Score -1.774169e+08 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 5977 members 
Mstep: Class 3 contains 23034 members 
Mstep: Class 4 contains 26828 members 
Mstep: Class 5 contains 28758 members 
Mstep: Class 6 contains 4310 members 
Mstep: Class 7 contains 46530 members 
Mstep: Class 8 contains 19940 members 
Mstep: Class 9 contains 28584 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 23948 members 
Mstep: Class 13 contains 20274 members 
Mstep: Class 14 contains 30764 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13616 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 28987 members 
Mstep: Class 19 contains 15097 members 
Mstep: Class 20 contains 15984 members 
Mstep: Class 21 contains 29215 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 39721 members 
Mstep: Class 24 contains 20542 members 
Mstep: Class 25 contains 30288 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 29658 members 
Mstep: Class 28 contains 21291 members 
Mstep: Class 29 contains 44268 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2275 members 
Mstep: Class 32 contains 46357 members 
Mstep: Class 33 contains 26754 members 
Mstep: Class 34 contains 27143 members 
Mstep: Class 35 contains 2150 members 
Mstep: Class 36 contains 20113 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22999 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15077 members 
Mstep: Class 41 contains 20706 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15459 members 
Mstep: Class 44 contains 43496 members 
Mstep: Class 45 contains 35371 members 
Mstep: Class 46 contains 19219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177418304.000000 Penalty: 156710.000000
Iteration 93Q: 47 clusters Score -1.774183e+08 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 22983 members 
Mstep: Class 4 contains 26698 members 
Mstep: Class 5 contains 29161 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 46496 members 
Mstep: Class 8 contains 19993 members 
Mstep: Class 9 contains 28843 members 
Mstep: Class 10 contains 45382 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 24286 members 
Mstep: Class 13 contains 20420 members 
Mstep: Class 14 contains 31195 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13571 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 28725 members 
Mstep: Class 19 contains 15067 members 
Mstep: Class 20 contains 15823 members 
Mstep: Class 21 contains 29030 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 39467 members 
Mstep: Class 24 contains 20699 members 
Mstep: Class 25 contains 29997 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 29420 members 
Mstep: Class 28 contains 21290 members 
Mstep: Class 29 contains 44013 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2272 members 
Mstep: Class 32 contains 46362 members 
Mstep: Class 33 contains 26692 members 
Mstep: Class 34 contains 27327 members 
Mstep: Class 35 contains 2168 members 
Mstep: Class 36 contains 20270 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23185 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15072 members 
Mstep: Class 41 contains 20997 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15623 members 
Mstep: Class 44 contains 43099 members 
Mstep: Class 45 contains 35002 members 
Mstep: Class 46 contains 19338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177419312.000000 Penalty: 156710.000000
Iteration 94Q: 47 clusters Score -1.774193e+08 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 5957 members 
Mstep: Class 3 contains 22936 members 
Mstep: Class 4 contains 26567 members 
Mstep: Class 5 contains 29524 members 
Mstep: Class 6 contains 4327 members 
Mstep: Class 7 contains 46476 members 
Mstep: Class 8 contains 20055 members 
Mstep: Class 9 contains 29108 members 
Mstep: Class 10 contains 45308 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 24596 members 
Mstep: Class 13 contains 20576 members 
Mstep: Class 14 contains 31482 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13533 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 28510 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 15646 members 
Mstep: Class 21 contains 28936 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 39252 members 
Mstep: Class 24 contains 20817 members 
Mstep: Class 25 contains 29788 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 29179 members 
Mstep: Class 28 contains 21291 members 
Mstep: Class 29 contains 43745 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2271 members 
Mstep: Class 32 contains 46355 members 
Mstep: Class 33 contains 26686 members 
Mstep: Class 34 contains 27504 members 
Mstep: Class 35 contains 2173 members 
Mstep: Class 36 contains 20392 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23341 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15062 members 
Mstep: Class 41 contains 21376 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15744 members 
Mstep: Class 44 contains 42545 members 
Mstep: Class 45 contains 34731 members 
Mstep: Class 46 contains 19470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177419040.000000 Penalty: 156710.000000
Iteration 95Q: 47 clusters Score -1.77419e+08 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 5954 members 
Mstep: Class 3 contains 22871 members 
Mstep: Class 4 contains 26439 members 
Mstep: Class 5 contains 29803 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 46420 members 
Mstep: Class 8 contains 20092 members 
Mstep: Class 9 contains 29383 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 24925 members 
Mstep: Class 13 contains 20737 members 
Mstep: Class 14 contains 31802 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13501 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 28324 members 
Mstep: Class 19 contains 14897 members 
Mstep: Class 20 contains 15535 members 
Mstep: Class 21 contains 28897 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 39077 members 
Mstep: Class 24 contains 20904 members 
Mstep: Class 25 contains 29681 members 
Mstep: Class 26 contains 235 members 
Mstep: Class 27 contains 28939 members 
Mstep: Class 28 contains 21342 members 
Mstep: Class 29 contains 43443 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2269 members 
Mstep: Class 32 contains 46379 members 
Mstep: Class 33 contains 26665 members 
Mstep: Class 34 contains 27610 members 
Mstep: Class 35 contains 2183 members 
Mstep: Class 36 contains 20513 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23477 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15062 members 
Mstep: Class 41 contains 21768 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15844 members 
Mstep: Class 44 contains 41877 members 
Mstep: Class 45 contains 34450 members 
Mstep: Class 46 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177419088.000000 Penalty: 156710.000000
Iteration 96Q: 47 clusters Score -1.774191e+08 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 22771 members 
Mstep: Class 4 contains 26303 members 
Mstep: Class 5 contains 30087 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 46395 members 
Mstep: Class 8 contains 20139 members 
Mstep: Class 9 contains 29688 members 
Mstep: Class 10 contains 45147 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 25244 members 
Mstep: Class 13 contains 20874 members 
Mstep: Class 14 contains 32129 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13469 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 28165 members 
Mstep: Class 19 contains 14826 members 
Mstep: Class 20 contains 15456 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38956 members 
Mstep: Class 24 contains 20989 members 
Mstep: Class 25 contains 29644 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28856 members 
Mstep: Class 28 contains 21376 members 
Mstep: Class 29 contains 43056 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2268 members 
Mstep: Class 32 contains 46308 members 
Mstep: Class 33 contains 26658 members 
Mstep: Class 34 contains 27662 members 
Mstep: Class 35 contains 2191 members 
Mstep: Class 36 contains 20645 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23596 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15085 members 
Mstep: Class 41 contains 22125 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15931 members 
Mstep: Class 44 contains 41110 members 
Mstep: Class 45 contains 34234 members 
Mstep: Class 46 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177418992.000000 Penalty: 156710.000000
Iteration 97Q: 47 clusters Score -1.77419e+08 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 5952 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 26191 members 
Mstep: Class 5 contains 30276 members 
Mstep: Class 6 contains 4373 members 
Mstep: Class 7 contains 46362 members 
Mstep: Class 8 contains 20228 members 
Mstep: Class 9 contains 29985 members 
Mstep: Class 10 contains 45087 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 25572 members 
Mstep: Class 13 contains 20986 members 
Mstep: Class 14 contains 32434 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13437 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 28032 members 
Mstep: Class 19 contains 14693 members 
Mstep: Class 20 contains 15370 members 
Mstep: Class 21 contains 28834 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38874 members 
Mstep: Class 24 contains 21111 members 
Mstep: Class 25 contains 29690 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28760 members 
Mstep: Class 28 contains 21400 members 
Mstep: Class 29 contains 42607 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2268 members 
Mstep: Class 32 contains 46309 members 
Mstep: Class 33 contains 26677 members 
Mstep: Class 34 contains 27715 members 
Mstep: Class 35 contains 2197 members 
Mstep: Class 36 contains 20750 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23715 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15059 members 
Mstep: Class 41 contains 22511 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15999 members 
Mstep: Class 44 contains 40306 members 
Mstep: Class 45 contains 34023 members 
Mstep: Class 46 contains 19888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177419136.000000 Penalty: 156710.000000
Iteration 98Q: 47 clusters Score -1.774191e+08 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 5951 members 
Mstep: Class 3 contains 22492 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 30457 members 
Mstep: Class 6 contains 4388 members 
Mstep: Class 7 contains 46353 members 
Mstep: Class 8 contains 20333 members 
Mstep: Class 9 contains 30264 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 25893 members 
Mstep: Class 13 contains 21123 members 
Mstep: Class 14 contains 32762 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13407 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 27905 members 
Mstep: Class 19 contains 14541 members 
Mstep: Class 20 contains 15338 members 
Mstep: Class 21 contains 28851 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38785 members 
Mstep: Class 24 contains 21217 members 
Mstep: Class 25 contains 29819 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28684 members 
Mstep: Class 28 contains 21413 members 
Mstep: Class 29 contains 42153 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2266 members 
Mstep: Class 32 contains 46274 members 
Mstep: Class 33 contains 26698 members 
Mstep: Class 34 contains 27702 members 
Mstep: Class 35 contains 2199 members 
Mstep: Class 36 contains 20833 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23844 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15021 members 
Mstep: Class 41 contains 22850 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16073 members 
Mstep: Class 44 contains 39447 members 
Mstep: Class 45 contains 33787 members 
Mstep: Class 46 contains 20020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177419936.000000 Penalty: 156710.000000
Iteration 99Q: 47 clusters Score -1.774199e+08 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 22401 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 30612 members 
Mstep: Class 6 contains 4397 members 
Mstep: Class 7 contains 46376 members 
Mstep: Class 8 contains 20418 members 
Mstep: Class 9 contains 30547 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 26155 members 
Mstep: Class 13 contains 21268 members 
Mstep: Class 14 contains 33068 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13378 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 27840 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 28867 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38721 members 
Mstep: Class 24 contains 21311 members 
Mstep: Class 25 contains 29981 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28669 members 
Mstep: Class 28 contains 21442 members 
Mstep: Class 29 contains 41643 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 46277 members 
Mstep: Class 33 contains 26689 members 
Mstep: Class 34 contains 27675 members 
Mstep: Class 35 contains 2208 members 
Mstep: Class 36 contains 20919 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23942 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14971 members 
Mstep: Class 41 contains 23195 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16134 members 
Mstep: Class 44 contains 38610 members 
Mstep: Class 45 contains 33537 members 
Mstep: Class 46 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177422032.000000 Penalty: 156710.000000
Iteration 100F: 47 clusters Score -1.77422e+08 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5942 members 
Mstep: Class 3 contains 22289 members 
Mstep: Class 4 contains 26011 members 
Mstep: Class 5 contains 30624 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 46405 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 30849 members 
Mstep: Class 10 contains 44582 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 26381 members 
Mstep: Class 13 contains 21408 members 
Mstep: Class 14 contains 33107 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13365 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 14297 members 
Mstep: Class 20 contains 15166 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38631 members 
Mstep: Class 24 contains 21417 members 
Mstep: Class 25 contains 29982 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28325 members 
Mstep: Class 28 contains 21485 members 
Mstep: Class 29 contains 41113 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2263 members 
Mstep: Class 32 contains 46188 members 
Mstep: Class 33 contains 26713 members 
Mstep: Class 34 contains 27612 members 
Mstep: Class 35 contains 2215 members 
Mstep: Class 36 contains 21058 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24014 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14887 members 
Mstep: Class 41 contains 23729 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16165 members 
Mstep: Class 44 contains 38321 members 
Mstep: Class 45 contains 34143 members 
Mstep: Class 46 contains 20208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177422064.000000 Penalty: 156710.000000
Iteration 101Q: 47 clusters Score -1.774221e+08 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 22195 members 
Mstep: Class 4 contains 25947 members 
Mstep: Class 5 contains 30742 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 46392 members 
Mstep: Class 8 contains 20595 members 
Mstep: Class 9 contains 31192 members 
Mstep: Class 10 contains 44341 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 26623 members 
Mstep: Class 13 contains 21524 members 
Mstep: Class 14 contains 33367 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13350 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 27711 members 
Mstep: Class 19 contains 14238 members 
Mstep: Class 20 contains 15116 members 
Mstep: Class 21 contains 28789 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38534 members 
Mstep: Class 24 contains 21528 members 
Mstep: Class 25 contains 30178 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28275 members 
Mstep: Class 28 contains 21592 members 
Mstep: Class 29 contains 40525 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2262 members 
Mstep: Class 32 contains 46103 members 
Mstep: Class 33 contains 26753 members 
Mstep: Class 34 contains 27427 members 
Mstep: Class 35 contains 2226 members 
Mstep: Class 36 contains 21163 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24100 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14813 members 
Mstep: Class 41 contains 24248 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16209 members 
Mstep: Class 44 contains 37583 members 
Mstep: Class 45 contains 34036 members 
Mstep: Class 46 contains 20291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177422768.000000 Penalty: 156710.000000
Iteration 102Q: 47 clusters Score -1.774228e+08 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 5935 members 
Mstep: Class 3 contains 22121 members 
Mstep: Class 4 contains 25964 members 
Mstep: Class 5 contains 30900 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 46345 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 31523 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 26865 members 
Mstep: Class 13 contains 21623 members 
Mstep: Class 14 contains 33696 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13329 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 14169 members 
Mstep: Class 20 contains 15164 members 
Mstep: Class 21 contains 28767 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38460 members 
Mstep: Class 24 contains 21589 members 
Mstep: Class 25 contains 30360 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28307 members 
Mstep: Class 28 contains 21708 members 
Mstep: Class 29 contains 40005 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2261 members 
Mstep: Class 32 contains 46035 members 
Mstep: Class 33 contains 26780 members 
Mstep: Class 34 contains 27151 members 
Mstep: Class 35 contains 2231 members 
Mstep: Class 36 contains 21275 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24140 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14726 members 
Mstep: Class 41 contains 24750 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16209 members 
Mstep: Class 44 contains 36771 members 
Mstep: Class 45 contains 33816 members 
Mstep: Class 46 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177424784.000000 Penalty: 156710.000000
Iteration 103Q: 47 clusters Score -1.774248e+08 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 22059 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 31057 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 46309 members 
Mstep: Class 8 contains 20774 members 
Mstep: Class 9 contains 31824 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 27113 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 34080 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13306 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 27661 members 
Mstep: Class 19 contains 14173 members 
Mstep: Class 20 contains 15283 members 
Mstep: Class 21 contains 28792 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38398 members 
Mstep: Class 24 contains 21631 members 
Mstep: Class 25 contains 30605 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28437 members 
Mstep: Class 28 contains 21795 members 
Mstep: Class 29 contains 39460 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2261 members 
Mstep: Class 32 contains 45897 members 
Mstep: Class 33 contains 26766 members 
Mstep: Class 34 contains 26865 members 
Mstep: Class 35 contains 2237 members 
Mstep: Class 36 contains 21368 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24179 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14658 members 
Mstep: Class 41 contains 25193 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16199 members 
Mstep: Class 44 contains 35935 members 
Mstep: Class 45 contains 33532 members 
Mstep: Class 46 contains 20496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177425184.000000 Penalty: 156710.000000
Iteration 104Q: 47 clusters Score -1.774252e+08 nChanged 10259
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 5930 members 
Mstep: Class 3 contains 21987 members 
Mstep: Class 4 contains 25935 members 
Mstep: Class 5 contains 31218 members 
Mstep: Class 6 contains 4428 members 
Mstep: Class 7 contains 46234 members 
Mstep: Class 8 contains 20840 members 
Mstep: Class 9 contains 32105 members 
Mstep: Class 10 contains 43867 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 27411 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 34463 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13284 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 27628 members 
Mstep: Class 19 contains 14179 members 
Mstep: Class 20 contains 15476 members 
Mstep: Class 21 contains 28798 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38324 members 
Mstep: Class 24 contains 21711 members 
Mstep: Class 25 contains 30830 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28568 members 
Mstep: Class 28 contains 21792 members 
Mstep: Class 29 contains 38937 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2260 members 
Mstep: Class 32 contains 45751 members 
Mstep: Class 33 contains 26755 members 
Mstep: Class 34 contains 26463 members 
Mstep: Class 35 contains 2240 members 
Mstep: Class 36 contains 21461 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24250 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14569 members 
Mstep: Class 41 contains 25594 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16177 members 
Mstep: Class 44 contains 35136 members 
Mstep: Class 45 contains 33321 members 
Mstep: Class 46 contains 20599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177425552.000000 Penalty: 156710.000000
Iteration 105Q: 47 clusters Score -1.774256e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 5936 members 
Mstep: Class 3 contains 21902 members 
Mstep: Class 4 contains 25995 members 
Mstep: Class 5 contains 31281 members 
Mstep: Class 6 contains 4438 members 
Mstep: Class 7 contains 46177 members 
Mstep: Class 8 contains 20928 members 
Mstep: Class 9 contains 32397 members 
Mstep: Class 10 contains 43728 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 27742 members 
Mstep: Class 13 contains 21856 members 
Mstep: Class 14 contains 34892 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13260 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 27583 members 
Mstep: Class 19 contains 14181 members 
Mstep: Class 20 contains 15709 members 
Mstep: Class 21 contains 28801 members 
Mstep: Class 22 contains 752 members 
Mstep: Class 23 contains 38296 members 
Mstep: Class 24 contains 21798 members 
Mstep: Class 25 contains 31067 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28709 members 
Mstep: Class 28 contains 21773 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2259 members 
Mstep: Class 32 contains 45616 members 
Mstep: Class 33 contains 26746 members 
Mstep: Class 34 contains 26058 members 
Mstep: Class 35 contains 2244 members 
Mstep: Class 36 contains 21549 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24304 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14465 members 
Mstep: Class 41 contains 25905 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16153 members 
Mstep: Class 44 contains 34440 members 
Mstep: Class 45 contains 33145 members 
Mstep: Class 46 contains 20683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177426368.000000 Penalty: 156710.000000
Iteration 106Q: 47 clusters Score -1.774264e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5931 members 
Mstep: Class 3 contains 21826 members 
Mstep: Class 4 contains 26067 members 
Mstep: Class 5 contains 31351 members 
Mstep: Class 6 contains 4435 members 
Mstep: Class 7 contains 46128 members 
Mstep: Class 8 contains 20999 members 
Mstep: Class 9 contains 32690 members 
Mstep: Class 10 contains 43566 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 28086 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 35295 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13239 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 27510 members 
Mstep: Class 19 contains 14208 members 
Mstep: Class 20 contains 15993 members 
Mstep: Class 21 contains 28862 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38262 members 
Mstep: Class 24 contains 21859 members 
Mstep: Class 25 contains 31248 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 28851 members 
Mstep: Class 28 contains 21764 members 
Mstep: Class 29 contains 37672 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2257 members 
Mstep: Class 32 contains 45545 members 
Mstep: Class 33 contains 26757 members 
Mstep: Class 34 contains 25672 members 
Mstep: Class 35 contains 2250 members 
Mstep: Class 36 contains 21619 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24347 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14402 members 
Mstep: Class 41 contains 26104 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16102 members 
Mstep: Class 44 contains 33756 members 
Mstep: Class 45 contains 32981 members 
Mstep: Class 46 contains 20766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177427200.000000 Penalty: 156710.000000
Iteration 107Q: 47 clusters Score -1.774272e+08 nChanged 9520
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 5936 members 
Mstep: Class 3 contains 21754 members 
Mstep: Class 4 contains 26182 members 
Mstep: Class 5 contains 31499 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 46076 members 
Mstep: Class 8 contains 21082 members 
Mstep: Class 9 contains 33000 members 
Mstep: Class 10 contains 43402 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 28419 members 
Mstep: Class 13 contains 22003 members 
Mstep: Class 14 contains 35662 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13222 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 27415 members 
Mstep: Class 19 contains 14225 members 
Mstep: Class 20 contains 16225 members 
Mstep: Class 21 contains 28941 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38205 members 
Mstep: Class 24 contains 21886 members 
Mstep: Class 25 contains 31398 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 29049 members 
Mstep: Class 28 contains 21750 members 
Mstep: Class 29 contains 37019 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2256 members 
Mstep: Class 32 contains 45475 members 
Mstep: Class 33 contains 26748 members 
Mstep: Class 34 contains 25316 members 
Mstep: Class 35 contains 2252 members 
Mstep: Class 36 contains 21710 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24371 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14322 members 
Mstep: Class 41 contains 26244 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16062 members 
Mstep: Class 44 contains 33189 members 
Mstep: Class 45 contains 32803 members 
Mstep: Class 46 contains 20831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177427472.000000 Penalty: 156710.000000
Iteration 108Q: 47 clusters Score -1.774275e+08 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 5926 members 
Mstep: Class 3 contains 21707 members 
Mstep: Class 4 contains 26344 members 
Mstep: Class 5 contains 31636 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 46022 members 
Mstep: Class 8 contains 21163 members 
Mstep: Class 9 contains 33279 members 
Mstep: Class 10 contains 43245 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 28675 members 
Mstep: Class 13 contains 22107 members 
Mstep: Class 14 contains 35963 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13204 members 
Mstep: Class 17 contains 1152 members 
Mstep: Class 18 contains 27352 members 
Mstep: Class 19 contains 14267 members 
Mstep: Class 20 contains 16452 members 
Mstep: Class 21 contains 29044 members 
Mstep: Class 22 contains 751 members 
Mstep: Class 23 contains 38174 members 
Mstep: Class 24 contains 21942 members 
Mstep: Class 25 contains 31498 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 29289 members 
Mstep: Class 28 contains 21715 members 
Mstep: Class 29 contains 36449 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 45379 members 
Mstep: Class 33 contains 26734 members 
Mstep: Class 34 contains 25044 members 
Mstep: Class 35 contains 2263 members 
Mstep: Class 36 contains 21751 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24376 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14242 members 
Mstep: Class 41 contains 26250 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16000 members 
Mstep: Class 44 contains 32726 members 
Mstep: Class 45 contains 32640 members 
Mstep: Class 46 contains 20875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177427808.000000 Penalty: 156710.000000
Iteration 109Q: 47 clusters Score -1.774278e+08 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 21641 members 
Mstep: Class 4 contains 26518 members 
Mstep: Class 5 contains 31725 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 7 contains 45937 members 
Mstep: Class 8 contains 21257 members 
Mstep: Class 9 contains 33464 members 
Mstep: Class 10 contains 43093 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 28934 members 
Mstep: Class 13 contains 22236 members 
Mstep: Class 14 contains 36198 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13182 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 27308 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 16665 members 
Mstep: Class 21 contains 29175 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 38146 members 
Mstep: Class 24 contains 21987 members 
Mstep: Class 25 contains 31569 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 29551 members 
Mstep: Class 28 contains 21698 members 
Mstep: Class 29 contains 35927 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 45330 members 
Mstep: Class 33 contains 26716 members 
Mstep: Class 34 contains 24764 members 
Mstep: Class 35 contains 2273 members 
Mstep: Class 36 contains 21808 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24356 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14166 members 
Mstep: Class 41 contains 26209 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15904 members 
Mstep: Class 44 contains 32351 members 
Mstep: Class 45 contains 32510 members 
Mstep: Class 46 contains 20943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177428480.000000 Penalty: 156710.000000
Iteration 110Q: 47 clusters Score -1.774285e+08 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 21579 members 
Mstep: Class 4 contains 26695 members 
Mstep: Class 5 contains 31797 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 45841 members 
Mstep: Class 8 contains 21337 members 
Mstep: Class 9 contains 33638 members 
Mstep: Class 10 contains 42974 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29166 members 
Mstep: Class 13 contains 22332 members 
Mstep: Class 14 contains 36459 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13148 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 27290 members 
Mstep: Class 19 contains 14343 members 
Mstep: Class 20 contains 16847 members 
Mstep: Class 21 contains 29298 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 38084 members 
Mstep: Class 24 contains 22059 members 
Mstep: Class 25 contains 31597 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 29762 members 
Mstep: Class 28 contains 21666 members 
Mstep: Class 29 contains 35491 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 45251 members 
Mstep: Class 33 contains 26689 members 
Mstep: Class 34 contains 24499 members 
Mstep: Class 35 contains 2274 members 
Mstep: Class 36 contains 21847 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24378 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14109 members 
Mstep: Class 41 contains 26111 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15844 members 
Mstep: Class 44 contains 32051 members 
Mstep: Class 45 contains 32413 members 
Mstep: Class 46 contains 21003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177428576.000000 Penalty: 156710.000000
Iteration 111Q: 47 clusters Score -1.774286e+08 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 21521 members 
Mstep: Class 4 contains 26860 members 
Mstep: Class 5 contains 31792 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 45765 members 
Mstep: Class 8 contains 21410 members 
Mstep: Class 9 contains 33795 members 
Mstep: Class 10 contains 42847 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29388 members 
Mstep: Class 13 contains 22441 members 
Mstep: Class 14 contains 36596 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13119 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 27270 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 17018 members 
Mstep: Class 21 contains 29443 members 
Mstep: Class 22 contains 757 members 
Mstep: Class 23 contains 38008 members 
Mstep: Class 24 contains 22109 members 
Mstep: Class 25 contains 31632 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 29970 members 
Mstep: Class 28 contains 21636 members 
Mstep: Class 29 contains 35150 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2251 members 
Mstep: Class 32 contains 45200 members 
Mstep: Class 33 contains 26675 members 
Mstep: Class 34 contains 24285 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 21881 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24450 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14056 members 
Mstep: Class 41 contains 25944 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15807 members 
Mstep: Class 44 contains 31806 members 
Mstep: Class 45 contains 32252 members 
Mstep: Class 46 contains 21044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177428992.000000 Penalty: 156710.000000
Iteration 112Q: 47 clusters Score -1.77429e+08 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 5907 members 
Mstep: Class 3 contains 21477 members 
Mstep: Class 4 contains 27018 members 
Mstep: Class 5 contains 31783 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 45684 members 
Mstep: Class 8 contains 21456 members 
Mstep: Class 9 contains 33949 members 
Mstep: Class 10 contains 42709 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29598 members 
Mstep: Class 13 contains 22554 members 
Mstep: Class 14 contains 36715 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13099 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 27239 members 
Mstep: Class 19 contains 14447 members 
Mstep: Class 20 contains 17152 members 
Mstep: Class 21 contains 29562 members 
Mstep: Class 22 contains 757 members 
Mstep: Class 23 contains 37941 members 
Mstep: Class 24 contains 22160 members 
Mstep: Class 25 contains 31690 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30137 members 
Mstep: Class 28 contains 21623 members 
Mstep: Class 29 contains 34758 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2248 members 
Mstep: Class 32 contains 45201 members 
Mstep: Class 33 contains 26652 members 
Mstep: Class 34 contains 24114 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 21934 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24545 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14035 members 
Mstep: Class 41 contains 25719 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15771 members 
Mstep: Class 44 contains 31585 members 
Mstep: Class 45 contains 32152 members 
Mstep: Class 46 contains 21094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177429024.000000 Penalty: 156710.000000
Iteration 113Q: 47 clusters Score -1.77429e+08 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 21418 members 
Mstep: Class 4 contains 27161 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 45586 members 
Mstep: Class 8 contains 21504 members 
Mstep: Class 9 contains 34087 members 
Mstep: Class 10 contains 42583 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29803 members 
Mstep: Class 13 contains 22686 members 
Mstep: Class 14 contains 36864 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13080 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 27234 members 
Mstep: Class 19 contains 14483 members 
Mstep: Class 20 contains 17236 members 
Mstep: Class 21 contains 29669 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 37898 members 
Mstep: Class 24 contains 22228 members 
Mstep: Class 25 contains 31748 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30296 members 
Mstep: Class 28 contains 21611 members 
Mstep: Class 29 contains 34366 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2244 members 
Mstep: Class 32 contains 45148 members 
Mstep: Class 33 contains 26613 members 
Mstep: Class 34 contains 23997 members 
Mstep: Class 35 contains 2280 members 
Mstep: Class 36 contains 22002 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24613 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14010 members 
Mstep: Class 41 contains 25512 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15749 members 
Mstep: Class 44 contains 31412 members 
Mstep: Class 45 contains 32065 members 
Mstep: Class 46 contains 21107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177429264.000000 Penalty: 156710.000000
Iteration 114Q: 47 clusters Score -1.774293e+08 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 21367 members 
Mstep: Class 4 contains 27301 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 45487 members 
Mstep: Class 8 contains 21530 members 
Mstep: Class 9 contains 34208 members 
Mstep: Class 10 contains 42462 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 22865 members 
Mstep: Class 14 contains 37001 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13068 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 27232 members 
Mstep: Class 19 contains 14571 members 
Mstep: Class 20 contains 17283 members 
Mstep: Class 21 contains 29743 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 37859 members 
Mstep: Class 24 contains 22230 members 
Mstep: Class 25 contains 31847 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30446 members 
Mstep: Class 28 contains 21686 members 
Mstep: Class 29 contains 34043 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2241 members 
Mstep: Class 32 contains 45121 members 
Mstep: Class 33 contains 26606 members 
Mstep: Class 34 contains 23946 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 22074 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24535 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13973 members 
Mstep: Class 41 contains 25306 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15716 members 
Mstep: Class 44 contains 31269 members 
Mstep: Class 45 contains 31981 members 
Mstep: Class 46 contains 21115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177430272.000000 Penalty: 156710.000000
Iteration 115Q: 47 clusters Score -1.774303e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 21319 members 
Mstep: Class 4 contains 27388 members 
Mstep: Class 5 contains 31712 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 45419 members 
Mstep: Class 8 contains 21582 members 
Mstep: Class 9 contains 34285 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30138 members 
Mstep: Class 13 contains 23117 members 
Mstep: Class 14 contains 37107 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13045 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 27274 members 
Mstep: Class 19 contains 14649 members 
Mstep: Class 20 contains 17280 members 
Mstep: Class 21 contains 29867 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37807 members 
Mstep: Class 24 contains 22236 members 
Mstep: Class 25 contains 31952 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30534 members 
Mstep: Class 28 contains 21787 members 
Mstep: Class 29 contains 33764 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2238 members 
Mstep: Class 32 contains 45014 members 
Mstep: Class 33 contains 26567 members 
Mstep: Class 34 contains 23940 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 22139 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24352 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13943 members 
Mstep: Class 41 contains 25109 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15684 members 
Mstep: Class 44 contains 31176 members 
Mstep: Class 45 contains 31884 members 
Mstep: Class 46 contains 21153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177430992.000000 Penalty: 156710.000000
Iteration 116Q: 47 clusters Score -1.77431e+08 nChanged 7864
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 21263 members 
Mstep: Class 4 contains 27465 members 
Mstep: Class 5 contains 31636 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 45341 members 
Mstep: Class 8 contains 21634 members 
Mstep: Class 9 contains 34372 members 
Mstep: Class 10 contains 42244 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30349 members 
Mstep: Class 13 contains 23385 members 
Mstep: Class 14 contains 37205 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 13017 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 27243 members 
Mstep: Class 19 contains 14729 members 
Mstep: Class 20 contains 17286 members 
Mstep: Class 21 contains 29989 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37782 members 
Mstep: Class 24 contains 22201 members 
Mstep: Class 25 contains 32033 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30591 members 
Mstep: Class 28 contains 21964 members 
Mstep: Class 29 contains 33464 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 44957 members 
Mstep: Class 33 contains 26538 members 
Mstep: Class 34 contains 23984 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 22219 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24088 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13944 members 
Mstep: Class 41 contains 24889 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15642 members 
Mstep: Class 44 contains 31070 members 
Mstep: Class 45 contains 31828 members 
Mstep: Class 46 contains 21192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177431312.000000 Penalty: 156710.000000
Iteration 117Q: 47 clusters Score -1.774313e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 5901 members 
Mstep: Class 3 contains 21163 members 
Mstep: Class 4 contains 27446 members 
Mstep: Class 5 contains 31596 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 45259 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 34473 members 
Mstep: Class 10 contains 42090 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 23737 members 
Mstep: Class 14 contains 37296 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12986 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 27219 members 
Mstep: Class 19 contains 14783 members 
Mstep: Class 20 contains 17238 members 
Mstep: Class 21 contains 30116 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37798 members 
Mstep: Class 24 contains 22177 members 
Mstep: Class 25 contains 32083 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30669 members 
Mstep: Class 28 contains 22185 members 
Mstep: Class 29 contains 33188 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2233 members 
Mstep: Class 32 contains 44870 members 
Mstep: Class 33 contains 26505 members 
Mstep: Class 34 contains 24098 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 22258 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23753 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13951 members 
Mstep: Class 41 contains 24695 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15614 members 
Mstep: Class 44 contains 30949 members 
Mstep: Class 45 contains 31812 members 
Mstep: Class 46 contains 21251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177432080.000000 Penalty: 156710.000000
Iteration 118Q: 47 clusters Score -1.774321e+08 nChanged 8331
Entering ConstructFrom: 
Score: -177432080.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (28252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Entering Unmasked Estep 
Score: -5477034.500000 Penalty: 2541.731934
	Iteration 0F: 2 clusters Score -5477034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5458463.000000 Penalty: 5083.463867
	Iteration 0F: 3 clusters Score -5458463 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5465274.000000 Penalty: 5083.463867
	Iteration 1F: 3 clusters Score -5465274 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5465718.500000 Penalty: 5083.463867
	Iteration 2Q: 3 clusters Score -5465718 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5466154.500000 Penalty: 5083.463867
	Iteration 3Q: 3 clusters Score -5466154 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5466576.000000 Penalty: 5083.463867
	Iteration 4Q: 3 clusters Score -5466576 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -5467083.000000 Penalty: 5083.463867
	Iteration 5Q: 3 clusters Score -5467083 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5467659.500000 Penalty: 5083.463867
	Iteration 6Q: 3 clusters Score -5467660 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5468459.500000 Penalty: 5083.463867
	Iteration 7F: 3 clusters Score -5468460 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5469344.000000 Penalty: 5083.463867
	Iteration 8F: 3 clusters Score -5469344 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5470604.500000 Penalty: 5083.463867
	Iteration 9F: 3 clusters Score -5470604 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -5471982.500000 Penalty: 5083.463867
	Iteration 10F: 3 clusters Score -5471982 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5473119.000000 Penalty: 5083.463867
	Iteration 11Q: 3 clusters Score -5473119 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5473679.000000 Penalty: 5083.463867
	Iteration 12Q: 3 clusters Score -5473679 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5473915.000000 Penalty: 5083.463867
	Iteration 13Q: 3 clusters Score -5473915 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5474033.500000 Penalty: 5083.463867
	Iteration 14Q: 3 clusters Score -5474034 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -5474120.500000 Penalty: 5083.463867
	Iteration 15Q: 3 clusters Score -5474120 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5474155.500000 Penalty: 5083.463867
	Iteration 16Q: 3 clusters Score -5474156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -5474227.000000 Penalty: 5083.463867
	Iteration 17Q: 3 clusters Score -5474227 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5474299.000000 Penalty: 5083.463867
	Iteration 18Q: 3 clusters Score -5474299 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5474366.500000 Penalty: 5083.463867
	Iteration 19Q: 3 clusters Score -5474366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5474396.500000 Penalty: 5083.463867
	Iteration 20F: 3 clusters Score -5474396 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5474417.000000 Penalty: 5083.463867
	Iteration 21Q: 3 clusters Score -5474417 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5474466.500000 Penalty: 5083.463867
	Iteration 22Q: 3 clusters Score -5474466 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5474510.500000 Penalty: 5083.463867
	Iteration 23Q: 3 clusters Score -5474510 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5474592.500000 Penalty: 5083.463867
	Iteration 24Q: 3 clusters Score -5474592 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5474602.000000 Penalty: 5083.463867
	Iteration 25Q: 3 clusters Score -5474602 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5474618.000000 Penalty: 5083.463867
	Iteration 26Q: 3 clusters Score -5474618 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5474643.000000 Penalty: 5083.463867
	Iteration 27Q: 3 clusters Score -5474643 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5474662.500000 Penalty: 5083.463867
	Iteration 28Q: 3 clusters Score -5474662 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5474706.000000 Penalty: 5083.463867
	Iteration 29Q: 3 clusters Score -5474706 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5474777.000000 Penalty: 5083.463867
	Iteration 30Q: 3 clusters Score -5474777 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5474780.500000 Penalty: 5083.463867
	Iteration 31Q: 3 clusters Score -5474780 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5474824.000000 Penalty: 5083.463867
	Iteration 32Q: 3 clusters Score -5474824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5474877.000000 Penalty: 5083.463867
	Iteration 33Q: 3 clusters Score -5474877 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5474858.000000 Penalty: 5083.463867
	Iteration 34Q: 3 clusters Score -5474858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5474870.500000 Penalty: 5083.463867
	Iteration 35Q: 3 clusters Score -5474870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5474888.500000 Penalty: 5083.463867
	Iteration 36Q: 3 clusters Score -5474888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5474895.500000 Penalty: 5083.463867
	Iteration 37Q: 3 clusters Score -5474896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5474908.000000 Penalty: 5083.463867
	Iteration 38Q: 3 clusters Score -5474908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5474933.000000 Penalty: 5083.463867
	Iteration 39Q: 3 clusters Score -5474933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5474950.000000 Penalty: 5083.463867
	Iteration 40F: 3 clusters Score -5474950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5474957.000000 Penalty: 5083.463867
	Iteration 41Q: 3 clusters Score -5474957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5474977.500000 Penalty: 5083.463867
	Iteration 42Q: 3 clusters Score -5474978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5474983.500000 Penalty: 5083.463867
	Iteration 43Q: 3 clusters Score -5474984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5474997.500000 Penalty: 5083.463867
	Iteration 44Q: 3 clusters Score -5474998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5475007.000000 Penalty: 5083.463867
	Iteration 45Q: 3 clusters Score -5475007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5475005.000000 Penalty: 5083.463867
	Iteration 46Q: 3 clusters Score -5475005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5475004.000000 Penalty: 5083.463867
	Iteration 47Q: 3 clusters Score -5475004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5475007.000000 Penalty: 5083.463867
	Iteration 48Q: 3 clusters Score -5475007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5475023.000000 Penalty: 5083.463867
	Iteration 49Q: 3 clusters Score -5475023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5475015.500000 Penalty: 5083.463867
	Iteration 50Q: 3 clusters Score -5475016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5475014.500000 Penalty: 5083.463867
	Iteration 51Q: 3 clusters Score -5475014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5475015.000000 Penalty: 5083.463867
	Iteration 52Q: 3 clusters Score -5475015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5475019.000000 Penalty: 5083.463867
	Iteration 53Q: 3 clusters Score -5475019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5475021.000000 Penalty: 5083.463867
	Iteration 54Q: 3 clusters Score -5475021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5475023.000000 Penalty: 5083.463867
	Iteration 55Q: 3 clusters Score -5475023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5475022.500000 Penalty: 5083.463867
	Iteration 56Q: 3 clusters Score -5475022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5475022.500000 Penalty: 5083.463867
	Iteration 57Q: 3 clusters Score -5475022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5475022.500000 Penalty: 5083.463867
	Iteration 58F: 3 clusters Score -5475022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -1059183.375000 Penalty: 2153.269531
	Iteration 0F: 2 clusters Score -1059183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1054146.625000 Penalty: 4306.539062
	Iteration 0F: 3 clusters Score -1054147 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1055619.500000 Penalty: 4306.539062
	Iteration 1F: 3 clusters Score -1055620 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1055982.125000 Penalty: 4306.539062
	Iteration 2F: 3 clusters Score -1055982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1056172.375000 Penalty: 4306.539062
	Iteration 3F: 3 clusters Score -1056172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1056293.750000 Penalty: 4306.539062
	Iteration 4Q: 3 clusters Score -1056294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1056369.500000 Penalty: 4306.539062
	Iteration 5Q: 3 clusters Score -1056370 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1056425.000000 Penalty: 4306.539062
	Iteration 6Q: 3 clusters Score -1056425 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1056480.875000 Penalty: 4306.539062
	Iteration 7Q: 3 clusters Score -1056481 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1056530.750000 Penalty: 4306.539062
	Iteration 8Q: 3 clusters Score -1056531 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1056572.875000 Penalty: 4306.539062
	Iteration 9Q: 3 clusters Score -1056573 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1056610.125000 Penalty: 4306.539062
	Iteration 10Q: 3 clusters Score -1056610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1056644.375000 Penalty: 4306.539062
	Iteration 11Q: 3 clusters Score -1056644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1056689.875000 Penalty: 4306.539062
	Iteration 12Q: 3 clusters Score -1056690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1056734.500000 Penalty: 4306.539062
	Iteration 13Q: 3 clusters Score -1056734 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1056785.625000 Penalty: 4306.539062
	Iteration 14Q: 3 clusters Score -1056786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1056832.000000 Penalty: 4306.539062
	Iteration 15Q: 3 clusters Score -1056832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1056890.625000 Penalty: 4306.539062
	Iteration 16Q: 3 clusters Score -1056891 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1056966.875000 Penalty: 4306.539062
	Iteration 17Q: 3 clusters Score -1056967 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1057057.000000 Penalty: 4306.539062
	Iteration 18Q: 3 clusters Score -1057057 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1057156.750000 Penalty: 4306.539062
	Iteration 19Q: 3 clusters Score -1057157 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1057268.750000 Penalty: 4306.539062
	Iteration 20F: 3 clusters Score -1057269 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1057380.000000 Penalty: 4306.539062
	Iteration 21Q: 3 clusters Score -1057380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1057496.250000 Penalty: 4306.539062
	Iteration 22Q: 3 clusters Score -1057496 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1057618.625000 Penalty: 4306.539062
	Iteration 23Q: 3 clusters Score -1057619 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1057728.500000 Penalty: 4306.539062
	Iteration 24Q: 3 clusters Score -1057728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1057817.625000 Penalty: 4306.539062
	Iteration 25Q: 3 clusters Score -1057818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1057897.500000 Penalty: 4306.539062
	Iteration 26Q: 3 clusters Score -1057898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1057956.000000 Penalty: 4306.539062
	Iteration 27Q: 3 clusters Score -1057956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1058016.125000 Penalty: 4306.539062
	Iteration 28Q: 3 clusters Score -1058016 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1058054.875000 Penalty: 4306.539062
	Iteration 29Q: 3 clusters Score -1058055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1058085.375000 Penalty: 4306.539062
	Iteration 30Q: 3 clusters Score -1058085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1058121.000000 Penalty: 4306.539062
	Iteration 31Q: 3 clusters Score -1058121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1058154.375000 Penalty: 4306.539062
	Iteration 32Q: 3 clusters Score -1058154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1058175.375000 Penalty: 4306.539062
	Iteration 33Q: 3 clusters Score -1058175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1058197.250000 Penalty: 4306.539062
	Iteration 34Q: 3 clusters Score -1058197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1058223.875000 Penalty: 4306.539062
	Iteration 35Q: 3 clusters Score -1058224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1058238.375000 Penalty: 4306.539062
	Iteration 36Q: 3 clusters Score -1058238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1058250.500000 Penalty: 4306.539062
	Iteration 37Q: 3 clusters Score -1058250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1058260.250000 Penalty: 4306.539062
	Iteration 38Q: 3 clusters Score -1058260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1058273.250000 Penalty: 4306.539062
	Iteration 39Q: 3 clusters Score -1058273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1058288.625000 Penalty: 4306.539062
	Iteration 40F: 3 clusters Score -1058289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1058300.875000 Penalty: 4306.539062
	Iteration 41Q: 3 clusters Score -1058301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1058311.125000 Penalty: 4306.539062
	Iteration 42Q: 3 clusters Score -1058311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1058317.750000 Penalty: 4306.539062
	Iteration 43Q: 3 clusters Score -1058318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1058330.125000 Penalty: 4306.539062
	Iteration 44Q: 3 clusters Score -1058330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1058340.125000 Penalty: 4306.539062
	Iteration 45Q: 3 clusters Score -1058340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1058346.250000 Penalty: 4306.539062
	Iteration 46Q: 3 clusters Score -1058346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1058350.500000 Penalty: 4306.539062
	Iteration 47Q: 3 clusters Score -1058350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1058353.375000 Penalty: 4306.539062
	Iteration 48Q: 3 clusters Score -1058353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1058356.000000 Penalty: 4306.539062
	Iteration 49Q: 3 clusters Score -1058356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1058361.625000 Penalty: 4306.539062
	Iteration 50Q: 3 clusters Score -1058362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1058361.875000 Penalty: 4306.539062
	Iteration 51Q: 3 clusters Score -1058362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1058361.875000 Penalty: 4306.539062
	Iteration 52F: 3 clusters Score -1058362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Entering Unmasked Estep 
Score: -4230072.500000 Penalty: 2469.107910
	Iteration 0F: 2 clusters Score -4230072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4216032.000000 Penalty: 4938.215820
	Iteration 0F: 3 clusters Score -4216032 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4220967.000000 Penalty: 4938.215820
	Iteration 1F: 3 clusters Score -4220967 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4221361.000000 Penalty: 4938.215820
	Iteration 2F: 3 clusters Score -4221361 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4221714.500000 Penalty: 4938.215820
	Iteration 3Q: 3 clusters Score -4221714 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4222002.000000 Penalty: 4938.215820
	Iteration 4Q: 3 clusters Score -4222002 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4222335.500000 Penalty: 4938.215820
	Iteration 5Q: 3 clusters Score -4222336 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4222628.000000 Penalty: 4938.215820
	Iteration 6Q: 3 clusters Score -4222628 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -4222908.000000 Penalty: 4938.215820
	Iteration 7Q: 3 clusters Score -4222908 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -4223153.000000 Penalty: 4938.215820
	Iteration 8Q: 3 clusters Score -4223153 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4223409.500000 Penalty: 4938.215820
	Iteration 9Q: 3 clusters Score -4223410 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4223710.000000 Penalty: 4938.215820
	Iteration 10Q: 3 clusters Score -4223710 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4223969.500000 Penalty: 4938.215820
	Iteration 11Q: 3 clusters Score -4223970 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4224264.500000 Penalty: 4938.215820
	Iteration 12Q: 3 clusters Score -4224264 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4224564.500000 Penalty: 4938.215820
	Iteration 13Q: 3 clusters Score -4224564 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4224908.000000 Penalty: 4938.215820
	Iteration 14Q: 3 clusters Score -4224908 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4225265.500000 Penalty: 4938.215820
	Iteration 15Q: 3 clusters Score -4225266 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4225677.000000 Penalty: 4938.215820
	Iteration 16Q: 3 clusters Score -4225677 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4226115.500000 Penalty: 4938.215820
	Iteration 17Q: 3 clusters Score -4226116 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4226497.000000 Penalty: 4938.215820
	Iteration 18Q: 3 clusters Score -4226497 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4226831.500000 Penalty: 4938.215820
	Iteration 19Q: 3 clusters Score -4226832 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4227057.000000 Penalty: 4938.215820
	Iteration 20F: 3 clusters Score -4227057 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4227230.500000 Penalty: 4938.215820
	Iteration 21Q: 3 clusters Score -4227230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4227354.000000 Penalty: 4938.215820
	Iteration 22Q: 3 clusters Score -4227354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4227456.500000 Penalty: 4938.215820
	Iteration 23Q: 3 clusters Score -4227456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4227549.000000 Penalty: 4938.215820
	Iteration 24Q: 3 clusters Score -4227549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4227624.500000 Penalty: 4938.215820
	Iteration 25Q: 3 clusters Score -4227624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4227695.500000 Penalty: 4938.215820
	Iteration 26Q: 3 clusters Score -4227696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4227738.000000 Penalty: 4938.215820
	Iteration 27Q: 3 clusters Score -4227738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4227771.000000 Penalty: 4938.215820
	Iteration 28Q: 3 clusters Score -4227771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4227792.500000 Penalty: 4938.215820
	Iteration 29Q: 3 clusters Score -4227792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4227805.000000 Penalty: 4938.215820
	Iteration 30Q: 3 clusters Score -4227805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4227810.000000 Penalty: 4938.215820
	Iteration 31Q: 3 clusters Score -4227810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4227819.000000 Penalty: 4938.215820
	Iteration 32Q: 3 clusters Score -4227819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4227826.500000 Penalty: 4938.215820
	Iteration 33Q: 3 clusters Score -4227826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4227828.000000 Penalty: 4938.215820
	Iteration 34Q: 3 clusters Score -4227828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4227831.500000 Penalty: 4938.215820
	Iteration 35Q: 3 clusters Score -4227832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4227837.000000 Penalty: 4938.215820
	Iteration 36Q: 3 clusters Score -4227837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -4227840.000000 Penalty: 4938.215820
	Iteration 37Q: 3 clusters Score -4227840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4227845.500000 Penalty: 4938.215820
	Iteration 38Q: 3 clusters Score -4227846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4227848.500000 Penalty: 4938.215820
	Iteration 39Q: 3 clusters Score -4227848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4227858.500000 Penalty: 4938.215820
	Iteration 40F: 3 clusters Score -4227858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -4227864.000000 Penalty: 4938.215820
	Iteration 41Q: 3 clusters Score -4227864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4227864.500000 Penalty: 4938.215820
	Iteration 42Q: 3 clusters Score -4227864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4227867.000000 Penalty: 4938.215820
	Iteration 43Q: 3 clusters Score -4227867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4227875.500000 Penalty: 4938.215820
	Iteration 44Q: 3 clusters Score -4227876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -4227880.500000 Penalty: 4938.215820
	Iteration 45Q: 3 clusters Score -4227880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4227885.500000 Penalty: 4938.215820
	Iteration 46Q: 3 clusters Score -4227886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4227891.000000 Penalty: 4938.215820
	Iteration 47Q: 3 clusters Score -4227891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4227894.500000 Penalty: 4938.215820
	Iteration 48Q: 3 clusters Score -4227894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4227893.000000 Penalty: 4938.215820
	Iteration 49Q: 3 clusters Score -4227893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4227896.000000 Penalty: 4938.215820
	Iteration 50Q: 3 clusters Score -4227896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4227899.000000 Penalty: 4938.215820
	Iteration 51Q: 3 clusters Score -4227899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4227899.000000 Penalty: 4938.215820
	Iteration 52F: 3 clusters Score -4227899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Entering Unmasked Estep 
Score: -5634699.500000 Penalty: 2534.128906
	Iteration 0F: 2 clusters Score -5634700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5619267.500000 Penalty: 5068.257812
	Iteration 0F: 3 clusters Score -5619268 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5625880.000000 Penalty: 5068.257812
	Iteration 1F: 3 clusters Score -5625880 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5626313.000000 Penalty: 5068.257812
	Iteration 2F: 3 clusters Score -5626313 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5626723.000000 Penalty: 5068.257812
	Iteration 3Q: 3 clusters Score -5626723 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5627205.500000 Penalty: 5068.257812
	Iteration 4Q: 3 clusters Score -5627206 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5627728.000000 Penalty: 5068.257812
	Iteration 5Q: 3 clusters Score -5627728 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5628272.500000 Penalty: 5068.257812
	Iteration 6Q: 3 clusters Score -5628272 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5628868.500000 Penalty: 5068.257812
	Iteration 7Q: 3 clusters Score -5628868 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -5629562.000000 Penalty: 5068.257812
	Iteration 8F: 3 clusters Score -5629562 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -5630222.000000 Penalty: 5068.257812
	Iteration 9F: 3 clusters Score -5630222 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5630874.000000 Penalty: 5068.257812
	Iteration 10F: 3 clusters Score -5630874 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5631331.000000 Penalty: 5068.257812
	Iteration 11Q: 3 clusters Score -5631331 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5631645.500000 Penalty: 5068.257812
	Iteration 12Q: 3 clusters Score -5631646 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -5631974.500000 Penalty: 5068.257812
	Iteration 13Q: 3 clusters Score -5631974 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -5632350.500000 Penalty: 5068.257812
	Iteration 14Q: 3 clusters Score -5632350 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5632682.000000 Penalty: 5068.257812
	Iteration 15Q: 3 clusters Score -5632682 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -5632993.000000 Penalty: 5068.257812
	Iteration 16Q: 3 clusters Score -5632993 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -5633328.000000 Penalty: 5068.257812
	Iteration 17Q: 3 clusters Score -5633328 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5633651.000000 Penalty: 5068.257812
	Iteration 18Q: 3 clusters Score -5633651 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5633888.500000 Penalty: 5068.257812
	Iteration 19Q: 3 clusters Score -5633888 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -5634056.500000 Penalty: 5068.257812
	Iteration 20F: 3 clusters Score -5634056 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5634100.000000 Penalty: 5068.257812
	Iteration 21Q: 3 clusters Score -5634100 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5634175.500000 Penalty: 5068.257812
	Iteration 22Q: 3 clusters Score -5634176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5634182.000000 Penalty: 5068.257812
	Iteration 23Q: 3 clusters Score -5634182 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5634161.500000 Penalty: 5068.257812
	Iteration 24Q: 3 clusters Score -5634162 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5634179.000000 Penalty: 5068.257812
	Iteration 25Q: 3 clusters Score -5634179 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5634171.000000 Penalty: 5068.257812
	Iteration 26Q: 3 clusters Score -5634171 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -5634100.000000 Penalty: 5068.257812
	Iteration 27Q: 3 clusters Score -5634100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5634068.500000 Penalty: 5068.257812
	Iteration 28Q: 3 clusters Score -5634068 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5634053.500000 Penalty: 5068.257812
	Iteration 29Q: 3 clusters Score -5634054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5634049.000000 Penalty: 5068.257812
	Iteration 30Q: 3 clusters Score -5634049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5634052.500000 Penalty: 5068.257812
	Iteration 31Q: 3 clusters Score -5634052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5634050.500000 Penalty: 5068.257812
	Iteration 32Q: 3 clusters Score -5634050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5634038.000000 Penalty: 5068.257812
	Iteration 33Q: 3 clusters Score -5634038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5634046.500000 Penalty: 5068.257812
	Iteration 34Q: 3 clusters Score -5634046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -5634027.500000 Penalty: 5068.257812
	Iteration 35Q: 3 clusters Score -5634028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5634038.000000 Penalty: 5068.257812
	Iteration 36Q: 3 clusters Score -5634038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -5634047.000000 Penalty: 5068.257812
	Iteration 37Q: 3 clusters Score -5634047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5634055.500000 Penalty: 5068.257812
	Iteration 38Q: 3 clusters Score -5634056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5634059.500000 Penalty: 5068.257812
	Iteration 39Q: 3 clusters Score -5634060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -5634059.000000 Penalty: 5068.257812
	Iteration 40F: 3 clusters Score -5634059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5634057.000000 Penalty: 5068.257812
	Iteration 41Q: 3 clusters Score -5634057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5634066.000000 Penalty: 5068.257812
	Iteration 42Q: 3 clusters Score -5634066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5634070.500000 Penalty: 5068.257812
	Iteration 43Q: 3 clusters Score -5634070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5634065.500000 Penalty: 5068.257812
	Iteration 44Q: 3 clusters Score -5634066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5634068.500000 Penalty: 5068.257812
	Iteration 45Q: 3 clusters Score -5634068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5634069.500000 Penalty: 5068.257812
	Iteration 46Q: 3 clusters Score -5634070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5634069.500000 Penalty: 5068.257812
	Iteration 47F: 3 clusters Score -5634070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Entering Unmasked Estep 
Score: -6083347.000000 Penalty: 2569.207764
	Iteration 0F: 2 clusters Score -6083347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -6063961.500000 Penalty: 5138.415527
	Iteration 0F: 3 clusters Score -6063962 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -6071425.500000 Penalty: 5138.415527
	Iteration 1F: 3 clusters Score -6071426 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -6071807.500000 Penalty: 5138.415527
	Iteration 2Q: 3 clusters Score -6071808 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6072172.500000 Penalty: 5138.415527
	Iteration 3Q: 3 clusters Score -6072172 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -6072482.000000 Penalty: 5138.415527
	Iteration 4Q: 3 clusters Score -6072482 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -6072716.000000 Penalty: 5138.415527
	Iteration 5Q: 3 clusters Score -6072716 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -6072941.000000 Penalty: 5138.415527
	Iteration 6Q: 3 clusters Score -6072941 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6073128.000000 Penalty: 5138.415527
	Iteration 7Q: 3 clusters Score -6073128 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -6073341.500000 Penalty: 5138.415527
	Iteration 8Q: 3 clusters Score -6073342 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -6073519.000000 Penalty: 5138.415527
	Iteration 9Q: 3 clusters Score -6073519 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -6073767.000000 Penalty: 5138.415527
	Iteration 10Q: 3 clusters Score -6073767 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -6074118.000000 Penalty: 5138.415527
	Iteration 11Q: 3 clusters Score -6074118 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6074588.500000 Penalty: 5138.415527
	Iteration 12Q: 3 clusters Score -6074588 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -6075191.500000 Penalty: 5138.415527
	Iteration 13Q: 3 clusters Score -6075192 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -6076118.500000 Penalty: 5138.415527
	Iteration 14Q: 3 clusters Score -6076118 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -6077184.500000 Penalty: 5138.415527
	Iteration 15Q: 3 clusters Score -6077184 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6078337.000000 Penalty: 5138.415527
	Iteration 16Q: 3 clusters Score -6078337 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6079169.500000 Penalty: 5138.415527
	Iteration 17Q: 3 clusters Score -6079170 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -6079642.500000 Penalty: 5138.415527
	Iteration 18Q: 3 clusters Score -6079642 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -6079925.500000 Penalty: 5138.415527
	Iteration 19Q: 3 clusters Score -6079926 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6080152.000000 Penalty: 5138.415527
	Iteration 20F: 3 clusters Score -6080152 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6080389.000000 Penalty: 5138.415527
	Iteration 21Q: 3 clusters Score -6080389 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6080547.000000 Penalty: 5138.415527
	Iteration 22Q: 3 clusters Score -6080547 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6080714.500000 Penalty: 5138.415527
	Iteration 23Q: 3 clusters Score -6080714 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6080831.500000 Penalty: 5138.415527
	Iteration 24Q: 3 clusters Score -6080832 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6080948.500000 Penalty: 5138.415527
	Iteration 25Q: 3 clusters Score -6080948 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6081052.500000 Penalty: 5138.415527
	Iteration 26Q: 3 clusters Score -6081052 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6081129.500000 Penalty: 5138.415527
	Iteration 27Q: 3 clusters Score -6081130 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6081131.000000 Penalty: 5138.415527
	Iteration 28Q: 3 clusters Score -6081131 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6081169.500000 Penalty: 5138.415527
	Iteration 29Q: 3 clusters Score -6081170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6081169.000000 Penalty: 5138.415527
	Iteration 30Q: 3 clusters Score -6081169 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6081158.000000 Penalty: 5138.415527
	Iteration 31Q: 3 clusters Score -6081158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6081190.500000 Penalty: 5138.415527
	Iteration 32Q: 3 clusters Score -6081190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6081196.000000 Penalty: 5138.415527
	Iteration 33Q: 3 clusters Score -6081196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6081202.500000 Penalty: 5138.415527
	Iteration 34Q: 3 clusters Score -6081202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6081221.500000 Penalty: 5138.415527
	Iteration 35Q: 3 clusters Score -6081222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6081218.500000 Penalty: 5138.415527
	Iteration 36Q: 3 clusters Score -6081218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6081230.500000 Penalty: 5138.415527
	Iteration 37Q: 3 clusters Score -6081230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6081228.500000 Penalty: 5138.415527
	Iteration 38Q: 3 clusters Score -6081228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6081236.000000 Penalty: 5138.415527
	Iteration 39Q: 3 clusters Score -6081236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6081236.500000 Penalty: 5138.415527
	Iteration 40F: 3 clusters Score -6081236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6081236.500000 Penalty: 5138.415527
	Iteration 41Q: 3 clusters Score -6081236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6081251.000000 Penalty: 5138.415527
	Iteration 42Q: 3 clusters Score -6081251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6081250.000000 Penalty: 5138.415527
	Iteration 43Q: 3 clusters Score -6081250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6081253.500000 Penalty: 5138.415527
	Iteration 44Q: 3 clusters Score -6081254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6081249.000000 Penalty: 5138.415527
	Iteration 45Q: 3 clusters Score -6081249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6081249.000000 Penalty: 5138.415527
	Iteration 46F: 3 clusters Score -6081249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -842426.125000 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -842426.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -838259.500000 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -838259.5 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -839183.062500 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -839183.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -839368.750000 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -839368.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -839481.312500 Penalty: 4162.135742
	Iteration 3Q: 3 clusters Score -839481.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -839570.812500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -839570.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -839634.125000 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -839634.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -839678.187500 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -839678.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -839718.875000 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -839718.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -839757.187500 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -839757.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -839790.125000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -839790.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -839829.437500 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -839829.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -839863.000000 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -839863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -839888.875000 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -839888.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -839906.750000 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -839906.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -839926.312500 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -839926.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -839947.687500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -839947.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -839968.187500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -839968.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -839992.812500 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -839992.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -840012.312500 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -840012.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -840031.250000 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -840031.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -840052.875000 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -840052.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -840073.312500 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -840073.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -840096.875000 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -840096.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -840130.937500 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -840130.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -840157.750000 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -840157.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -840178.937500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -840178.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -840198.187500 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -840198.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -840221.312500 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -840221.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -840241.875000 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -840241.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -840263.250000 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -840263.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -840281.875000 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -840281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -840290.062500 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -840290.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -840303.562500 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -840303.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -840318.562500 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -840318.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -840330.750000 Penalty: 4162.135742
	Iteration 34Q: 3 clusters Score -840330.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -840353.062500 Penalty: 4162.135742
	Iteration 35Q: 3 clusters Score -840353.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -840369.000000 Penalty: 4162.135742
	Iteration 36Q: 3 clusters Score -840369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -840387.375000 Penalty: 4162.135742
	Iteration 37Q: 3 clusters Score -840387.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -840403.062500 Penalty: 4162.135742
	Iteration 38Q: 3 clusters Score -840403.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -840420.437500 Penalty: 4162.135742
	Iteration 39Q: 3 clusters Score -840420.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -840430.812500 Penalty: 4162.135742
	Iteration 40F: 3 clusters Score -840430.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -840446.750000 Penalty: 4162.135742
	Iteration 41Q: 3 clusters Score -840446.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -840462.375000 Penalty: 4162.135742
	Iteration 42Q: 3 clusters Score -840462.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -840471.625000 Penalty: 4162.135742
	Iteration 43Q: 3 clusters Score -840471.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -840481.312500 Penalty: 4162.135742
	Iteration 44Q: 3 clusters Score -840481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -840488.750000 Penalty: 4162.135742
	Iteration 45Q: 3 clusters Score -840488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -840497.125000 Penalty: 4162.135742
	Iteration 46Q: 3 clusters Score -840497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -840498.000000 Penalty: 4162.135742
	Iteration 47Q: 3 clusters Score -840498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -840503.937500 Penalty: 4162.135742
	Iteration 48Q: 3 clusters Score -840503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -840504.812500 Penalty: 4162.135742
	Iteration 49Q: 3 clusters Score -840504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -840506.875000 Penalty: 4162.135742
	Iteration 50Q: 3 clusters Score -840506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -840506.812500 Penalty: 4162.135742
	Iteration 51Q: 3 clusters Score -840506.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -840508.125000 Penalty: 4162.135742
	Iteration 52Q: 3 clusters Score -840508.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -840507.562500 Penalty: 4162.135742
	Iteration 53Q: 3 clusters Score -840507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -840508.437500 Penalty: 4162.135742
	Iteration 54Q: 3 clusters Score -840508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -840509.687500 Penalty: 4162.135742
	Iteration 55Q: 3 clusters Score -840509.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -840510.250000 Penalty: 4162.135742
	Iteration 56Q: 3 clusters Score -840510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -840510.250000 Penalty: 4162.135742
	Iteration 57F: 3 clusters Score -840510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Entering Unmasked Estep 
Score: -8386586.500000 Penalty: 2658.439941
	Iteration 0F: 2 clusters Score -8386586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8356968.500000 Penalty: 5316.879883
	Iteration 0F: 3 clusters Score -8356968 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -8368418.500000 Penalty: 5316.879883
	Iteration 1F: 3 clusters Score -8368418 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -8369056.500000 Penalty: 5316.879883
	Iteration 2Q: 3 clusters Score -8369056 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -8369692.500000 Penalty: 5316.879883
	Iteration 3Q: 3 clusters Score -8369692 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -8370550.000000 Penalty: 5316.879883
	Iteration 4Q: 3 clusters Score -8370550 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -8371753.000000 Penalty: 5316.879883
	Iteration 5F: 3 clusters Score -8371753 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -8373239.500000 Penalty: 5316.879883
	Iteration 6F: 3 clusters Score -8373240 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -8375226.500000 Penalty: 5316.879883
	Iteration 7F: 3 clusters Score -8375226 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -8377083.000000 Penalty: 5316.879883
	Iteration 8F: 3 clusters Score -8377083 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8378734.000000 Penalty: 5316.879883
	Iteration 9Q: 3 clusters Score -8378734 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -8379975.500000 Penalty: 5316.879883
	Iteration 10Q: 3 clusters Score -8379976 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -8380926.000000 Penalty: 5316.879883
	Iteration 11Q: 3 clusters Score -8380926 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8381601.500000 Penalty: 5316.879883
	Iteration 12Q: 3 clusters Score -8381602 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8382102.000000 Penalty: 5316.879883
	Iteration 13Q: 3 clusters Score -8382102 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8382456.000000 Penalty: 5316.879883
	Iteration 14Q: 3 clusters Score -8382456 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8382754.500000 Penalty: 5316.879883
	Iteration 15Q: 3 clusters Score -8382754 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8382965.000000 Penalty: 5316.879883
	Iteration 16Q: 3 clusters Score -8382965 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8383140.000000 Penalty: 5316.879883
	Iteration 17Q: 3 clusters Score -8383140 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8383269.500000 Penalty: 5316.879883
	Iteration 18Q: 3 clusters Score -8383270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8383389.500000 Penalty: 5316.879883
	Iteration 19Q: 3 clusters Score -8383390 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8383489.000000 Penalty: 5316.879883
	Iteration 20F: 3 clusters Score -8383489 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8383553.500000 Penalty: 5316.879883
	Iteration 21Q: 3 clusters Score -8383554 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8383623.000000 Penalty: 5316.879883
	Iteration 22Q: 3 clusters Score -8383623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8383684.500000 Penalty: 5316.879883
	Iteration 23Q: 3 clusters Score -8383684 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8383724.000000 Penalty: 5316.879883
	Iteration 24Q: 3 clusters Score -8383724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8383772.500000 Penalty: 5316.879883
	Iteration 25Q: 3 clusters Score -8383772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8383823.500000 Penalty: 5316.879883
	Iteration 26Q: 3 clusters Score -8383824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8383864.500000 Penalty: 5316.879883
	Iteration 27Q: 3 clusters Score -8383864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8383908.500000 Penalty: 5316.879883
	Iteration 28Q: 3 clusters Score -8383908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8383945.500000 Penalty: 5316.879883
	Iteration 29Q: 3 clusters Score -8383946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8383963.500000 Penalty: 5316.879883
	Iteration 30Q: 3 clusters Score -8383964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8383979.000000 Penalty: 5316.879883
	Iteration 31Q: 3 clusters Score -8383979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8383993.500000 Penalty: 5316.879883
	Iteration 32Q: 3 clusters Score -8383994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8384018.000000 Penalty: 5316.879883
	Iteration 33Q: 3 clusters Score -8384018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8384032.500000 Penalty: 5316.879883
	Iteration 34Q: 3 clusters Score -8384032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8384045.000000 Penalty: 5316.879883
	Iteration 35Q: 3 clusters Score -8384045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8384055.000000 Penalty: 5316.879883
	Iteration 36Q: 3 clusters Score -8384055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8384062.500000 Penalty: 5316.879883
	Iteration 37Q: 3 clusters Score -8384062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8384064.000000 Penalty: 5316.879883
	Iteration 38Q: 3 clusters Score -8384064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8384074.500000 Penalty: 5316.879883
	Iteration 39Q: 3 clusters Score -8384074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8384099.000000 Penalty: 5316.879883
	Iteration 40F: 3 clusters Score -8384099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8384114.000000 Penalty: 5316.879883
	Iteration 41Q: 3 clusters Score -8384114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8384110.000000 Penalty: 5316.879883
	Iteration 42Q: 3 clusters Score -8384110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8384114.000000 Penalty: 5316.879883
	Iteration 43Q: 3 clusters Score -8384114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8384120.500000 Penalty: 5316.879883
	Iteration 44Q: 3 clusters Score -8384120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8384121.000000 Penalty: 5316.879883
	Iteration 45Q: 3 clusters Score -8384121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8384127.000000 Penalty: 5316.879883
	Iteration 46Q: 3 clusters Score -8384127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8384126.500000 Penalty: 5316.879883
	Iteration 47Q: 3 clusters Score -8384126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8384128.000000 Penalty: 5316.879883
	Iteration 48Q: 3 clusters Score -8384128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8384133.500000 Penalty: 5316.879883
	Iteration 49Q: 3 clusters Score -8384134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8384133.000000 Penalty: 5316.879883
	Iteration 50Q: 3 clusters Score -8384133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8384138.500000 Penalty: 5316.879883
	Iteration 51Q: 3 clusters Score -8384138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8384135.000000 Penalty: 5316.879883
	Iteration 52Q: 3 clusters Score -8384135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8384136.000000 Penalty: 5316.879883
	Iteration 53Q: 3 clusters Score -8384136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8384136.000000 Penalty: 5316.879883
	Iteration 54F: 3 clusters Score -8384136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Entering Unmasked Estep 
Score: -4451409.000000 Penalty: 2476.844727
	Iteration 0F: 2 clusters Score -4451409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -4438021.500000 Penalty: 4953.689453
	Iteration 0F: 3 clusters Score -4438022 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4443182.500000 Penalty: 4953.689453
	Iteration 1F: 3 clusters Score -4443182 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4443623.500000 Penalty: 4953.689453
	Iteration 2F: 3 clusters Score -4443624 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4443915.000000 Penalty: 4953.689453
	Iteration 3Q: 3 clusters Score -4443915 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4444138.500000 Penalty: 4953.689453
	Iteration 4Q: 3 clusters Score -4444138 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4444392.000000 Penalty: 4953.689453
	Iteration 5Q: 3 clusters Score -4444392 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4444694.500000 Penalty: 4953.689453
	Iteration 6Q: 3 clusters Score -4444694 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4445028.000000 Penalty: 4953.689453
	Iteration 7Q: 3 clusters Score -4445028 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4445447.000000 Penalty: 4953.689453
	Iteration 8Q: 3 clusters Score -4445447 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -4446044.000000 Penalty: 4953.689453
	Iteration 9Q: 3 clusters Score -4446044 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4446765.500000 Penalty: 4953.689453
	Iteration 10Q: 3 clusters Score -4446766 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4447453.000000 Penalty: 4953.689453
	Iteration 11Q: 3 clusters Score -4447453 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -4447958.500000 Penalty: 4953.689453
	Iteration 12Q: 3 clusters Score -4447958 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -4448300.500000 Penalty: 4953.689453
	Iteration 13Q: 3 clusters Score -4448300 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4448478.500000 Penalty: 4953.689453
	Iteration 14Q: 3 clusters Score -4448478 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4448574.500000 Penalty: 4953.689453
	Iteration 15Q: 3 clusters Score -4448574 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4448653.500000 Penalty: 4953.689453
	Iteration 16Q: 3 clusters Score -4448654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4448740.500000 Penalty: 4953.689453
	Iteration 17Q: 3 clusters Score -4448740 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4448835.500000 Penalty: 4953.689453
	Iteration 18Q: 3 clusters Score -4448836 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -4448891.000000 Penalty: 4953.689453
	Iteration 19Q: 3 clusters Score -4448891 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4448981.000000 Penalty: 4953.689453
	Iteration 20F: 3 clusters Score -4448981 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4449058.500000 Penalty: 4953.689453
	Iteration 21Q: 3 clusters Score -4449058 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4449117.000000 Penalty: 4953.689453
	Iteration 22Q: 3 clusters Score -4449117 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4449197.000000 Penalty: 4953.689453
	Iteration 23Q: 3 clusters Score -4449197 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4449267.000000 Penalty: 4953.689453
	Iteration 24Q: 3 clusters Score -4449267 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -4449355.000000 Penalty: 4953.689453
	Iteration 25Q: 3 clusters Score -4449355 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4449432.000000 Penalty: 4953.689453
	Iteration 26Q: 3 clusters Score -4449432 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4449503.000000 Penalty: 4953.689453
	Iteration 27Q: 3 clusters Score -4449503 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4449556.000000 Penalty: 4953.689453
	Iteration 28Q: 3 clusters Score -4449556 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4449588.500000 Penalty: 4953.689453
	Iteration 29Q: 3 clusters Score -4449588 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4449632.500000 Penalty: 4953.689453
	Iteration 30Q: 3 clusters Score -4449632 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4449655.500000 Penalty: 4953.689453
	Iteration 31Q: 3 clusters Score -4449656 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4449704.500000 Penalty: 4953.689453
	Iteration 32Q: 3 clusters Score -4449704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4449730.000000 Penalty: 4953.689453
	Iteration 33Q: 3 clusters Score -4449730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -4449746.000000 Penalty: 4953.689453
	Iteration 34Q: 3 clusters Score -4449746 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4449761.000000 Penalty: 4953.689453
	Iteration 35Q: 3 clusters Score -4449761 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -4449784.500000 Penalty: 4953.689453
	Iteration 36Q: 3 clusters Score -4449784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4449795.500000 Penalty: 4953.689453
	Iteration 37Q: 3 clusters Score -4449796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4449804.000000 Penalty: 4953.689453
	Iteration 38Q: 3 clusters Score -4449804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4449811.000000 Penalty: 4953.689453
	Iteration 39Q: 3 clusters Score -4449811 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4449825.500000 Penalty: 4953.689453
	Iteration 40F: 3 clusters Score -4449826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4449821.000000 Penalty: 4953.689453
	Iteration 41Q: 3 clusters Score -4449821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4449824.500000 Penalty: 4953.689453
	Iteration 42Q: 3 clusters Score -4449824 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4449824.500000 Penalty: 4953.689453
	Iteration 43Q: 3 clusters Score -4449824 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4449816.000000 Penalty: 4953.689453
	Iteration 44Q: 3 clusters Score -4449816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4449832.000000 Penalty: 4953.689453
	Iteration 45Q: 3 clusters Score -4449832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4449840.500000 Penalty: 4953.689453
	Iteration 46Q: 3 clusters Score -4449840 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -4449837.500000 Penalty: 4953.689453
	Iteration 47Q: 3 clusters Score -4449838 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4449837.500000 Penalty: 4953.689453
	Iteration 48Q: 3 clusters Score -4449838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4449833.000000 Penalty: 4953.689453
	Iteration 49Q: 3 clusters Score -4449833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4449842.500000 Penalty: 4953.689453
	Iteration 50Q: 3 clusters Score -4449842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -4449854.000000 Penalty: 4953.689453
	Iteration 51Q: 3 clusters Score -4449854 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4449869.000000 Penalty: 4953.689453
	Iteration 52Q: 3 clusters Score -4449869 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -4449892.500000 Penalty: 4953.689453
	Iteration 53Q: 3 clusters Score -4449892 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4449945.000000 Penalty: 4953.689453
	Iteration 54Q: 3 clusters Score -4449945 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4449985.000000 Penalty: 4953.689453
	Iteration 55Q: 3 clusters Score -4449985 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4449992.500000 Penalty: 4953.689453
	Iteration 56Q: 3 clusters Score -4449992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4450010.000000 Penalty: 4953.689453
	Iteration 57Q: 3 clusters Score -4450010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4450027.000000 Penalty: 4953.689453
	Iteration 58Q: 3 clusters Score -4450027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4450011.500000 Penalty: 4953.689453
	Iteration 59Q: 3 clusters Score -4450012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4450055.500000 Penalty: 4953.689453
	Iteration 60F: 3 clusters Score -4450056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -4450045.500000 Penalty: 4953.689453
	Iteration 61Q: 3 clusters Score -4450046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4450042.000000 Penalty: 4953.689453
	Iteration 62Q: 3 clusters Score -4450042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4450046.500000 Penalty: 4953.689453
	Iteration 63Q: 3 clusters Score -4450046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4450037.000000 Penalty: 4953.689453
	Iteration 64Q: 3 clusters Score -4450037 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4450033.000000 Penalty: 4953.689453
	Iteration 65Q: 3 clusters Score -4450033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4450036.500000 Penalty: 4953.689453
	Iteration 66Q: 3 clusters Score -4450036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4450038.000000 Penalty: 4953.689453
	Iteration 67Q: 3 clusters Score -4450038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4450041.000000 Penalty: 4953.689453
	Iteration 68Q: 3 clusters Score -4450041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4450039.500000 Penalty: 4953.689453
	Iteration 69Q: 3 clusters Score -4450040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4450041.000000 Penalty: 4953.689453
	Iteration 70Q: 3 clusters Score -4450041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4450040.500000 Penalty: 4953.689453
	Iteration 71Q: 3 clusters Score -4450040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4450051.000000 Penalty: 4953.689453
	Iteration 72Q: 3 clusters Score -4450051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4450049.000000 Penalty: 4953.689453
	Iteration 73Q: 3 clusters Score -4450049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -4450049.500000 Penalty: 4953.689453
	Iteration 74Q: 3 clusters Score -4450050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4450046.000000 Penalty: 4953.689453
	Iteration 75Q: 3 clusters Score -4450046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -4450051.500000 Penalty: 4953.689453
	Iteration 76Q: 3 clusters Score -4450052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4450047.500000 Penalty: 4953.689453
	Iteration 77Q: 3 clusters Score -4450048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4450050.000000 Penalty: 4953.689453
	Iteration 78Q: 3 clusters Score -4450050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4450047.500000 Penalty: 4953.689453
	Iteration 79Q: 3 clusters Score -4450048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4450045.500000 Penalty: 4953.689453
	Iteration 80F: 3 clusters Score -4450046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -4450047.500000 Penalty: 4953.689453
	Iteration 81Q: 3 clusters Score -4450048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -4450060.500000 Penalty: 4953.689453
	Iteration 82Q: 3 clusters Score -4450060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4450057.000000 Penalty: 4953.689453
	Iteration 83Q: 3 clusters Score -4450057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4450056.000000 Penalty: 4953.689453
	Iteration 84Q: 3 clusters Score -4450056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4450051.500000 Penalty: 4953.689453
	Iteration 85Q: 3 clusters Score -4450052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4450045.000000 Penalty: 4953.689453
	Iteration 86Q: 3 clusters Score -4450045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4450054.000000 Penalty: 4953.689453
	Iteration 87Q: 3 clusters Score -4450054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4450052.000000 Penalty: 4953.689453
	Iteration 88Q: 3 clusters Score -4450052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -4450049.000000 Penalty: 4953.689453
	Iteration 89Q: 3 clusters Score -4450049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4450056.000000 Penalty: 4953.689453
	Iteration 90Q: 3 clusters Score -4450056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4450057.500000 Penalty: 4953.689453
	Iteration 91Q: 3 clusters Score -4450058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4450064.000000 Penalty: 4953.689453
	Iteration 92Q: 3 clusters Score -4450064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4450055.500000 Penalty: 4953.689453
	Iteration 93Q: 3 clusters Score -4450056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4450056.500000 Penalty: 4953.689453
	Iteration 94Q: 3 clusters Score -4450056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -4450055.000000 Penalty: 4953.689453
	Iteration 95Q: 3 clusters Score -4450055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -4450059.500000 Penalty: 4953.689453
	Iteration 96Q: 3 clusters Score -4450060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4450053.000000 Penalty: 4953.689453
	Iteration 97Q: 3 clusters Score -4450053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4450055.000000 Penalty: 4953.689453
	Iteration 98Q: 3 clusters Score -4450055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4450055.000000 Penalty: 4953.689453
	Iteration 99F: 3 clusters Score -4450055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Entering Unmasked Estep 
Score: -6572693.000000 Penalty: 2591.826904
	Iteration 0F: 2 clusters Score -6572693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -6550515.500000 Penalty: 5183.653809
	Iteration 0F: 3 clusters Score -6550516 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6558923.000000 Penalty: 5183.653809
	Iteration 1F: 3 clusters Score -6558923 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -6559341.500000 Penalty: 5183.653809
	Iteration 2Q: 3 clusters Score -6559342 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -6559765.500000 Penalty: 5183.653809
	Iteration 3Q: 3 clusters Score -6559766 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -6560253.000000 Penalty: 5183.653809
	Iteration 4Q: 3 clusters Score -6560253 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -6560835.500000 Penalty: 5183.653809
	Iteration 5Q: 3 clusters Score -6560836 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6561526.000000 Penalty: 5183.653809
	Iteration 6Q: 3 clusters Score -6561526 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -6562512.000000 Penalty: 5183.653809
	Iteration 7Q: 3 clusters Score -6562512 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -6563572.500000 Penalty: 5183.653809
	Iteration 8Q: 3 clusters Score -6563572 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -6564691.500000 Penalty: 5183.653809
	Iteration 9Q: 3 clusters Score -6564692 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -6565800.500000 Penalty: 5183.653809
	Iteration 10Q: 3 clusters Score -6565800 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -6566790.000000 Penalty: 5183.653809
	Iteration 11Q: 3 clusters Score -6566790 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -6567720.000000 Penalty: 5183.653809
	Iteration 12Q: 3 clusters Score -6567720 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6568316.000000 Penalty: 5183.653809
	Iteration 13Q: 3 clusters Score -6568316 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -6568837.500000 Penalty: 5183.653809
	Iteration 14Q: 3 clusters Score -6568838 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6569229.500000 Penalty: 5183.653809
	Iteration 15Q: 3 clusters Score -6569230 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6569561.000000 Penalty: 5183.653809
	Iteration 16Q: 3 clusters Score -6569561 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6569762.000000 Penalty: 5183.653809
	Iteration 17Q: 3 clusters Score -6569762 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6569853.000000 Penalty: 5183.653809
	Iteration 18Q: 3 clusters Score -6569853 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6569945.500000 Penalty: 5183.653809
	Iteration 19Q: 3 clusters Score -6569946 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6570027.000000 Penalty: 5183.653809
	Iteration 20F: 3 clusters Score -6570027 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6570107.000000 Penalty: 5183.653809
	Iteration 21Q: 3 clusters Score -6570107 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6570168.500000 Penalty: 5183.653809
	Iteration 22Q: 3 clusters Score -6570168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6570237.000000 Penalty: 5183.653809
	Iteration 23Q: 3 clusters Score -6570237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6570263.000000 Penalty: 5183.653809
	Iteration 24Q: 3 clusters Score -6570263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6570310.000000 Penalty: 5183.653809
	Iteration 25Q: 3 clusters Score -6570310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6570329.000000 Penalty: 5183.653809
	Iteration 26Q: 3 clusters Score -6570329 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6570384.000000 Penalty: 5183.653809
	Iteration 27Q: 3 clusters Score -6570384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6570404.500000 Penalty: 5183.653809
	Iteration 28Q: 3 clusters Score -6570404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6570421.000000 Penalty: 5183.653809
	Iteration 29Q: 3 clusters Score -6570421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6570424.000000 Penalty: 5183.653809
	Iteration 30Q: 3 clusters Score -6570424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6570441.500000 Penalty: 5183.653809
	Iteration 31Q: 3 clusters Score -6570442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6570458.500000 Penalty: 5183.653809
	Iteration 32Q: 3 clusters Score -6570458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6570481.000000 Penalty: 5183.653809
	Iteration 33Q: 3 clusters Score -6570481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6570484.000000 Penalty: 5183.653809
	Iteration 34Q: 3 clusters Score -6570484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6570504.000000 Penalty: 5183.653809
	Iteration 35Q: 3 clusters Score -6570504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6570500.500000 Penalty: 5183.653809
	Iteration 36Q: 3 clusters Score -6570500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6570508.500000 Penalty: 5183.653809
	Iteration 37Q: 3 clusters Score -6570508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6570511.500000 Penalty: 5183.653809
	Iteration 38Q: 3 clusters Score -6570512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6570512.500000 Penalty: 5183.653809
	Iteration 39Q: 3 clusters Score -6570512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6570526.000000 Penalty: 5183.653809
	Iteration 40F: 3 clusters Score -6570526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6570526.500000 Penalty: 5183.653809
	Iteration 41Q: 3 clusters Score -6570526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6570524.000000 Penalty: 5183.653809
	Iteration 42Q: 3 clusters Score -6570524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6570525.500000 Penalty: 5183.653809
	Iteration 43Q: 3 clusters Score -6570526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6570526.500000 Penalty: 5183.653809
	Iteration 44Q: 3 clusters Score -6570526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6570525.500000 Penalty: 5183.653809
	Iteration 45Q: 3 clusters Score -6570526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6570525.500000 Penalty: 5183.653809
	Iteration 46F: 3 clusters Score -6570526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Entering Unmasked Estep 
Score: -8131090.500000 Penalty: 2639.693115
	Iteration 0F: 2 clusters Score -8131090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8105767.000000 Penalty: 5279.386230
	Iteration 0F: 3 clusters Score -8105767 nChanged 19355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -8116261.500000 Penalty: 5279.386230
	Iteration 1F: 3 clusters Score -8116262 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8116686.500000 Penalty: 5279.386230
	Iteration 2Q: 3 clusters Score -8116686 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -8117072.000000 Penalty: 5279.386230
	Iteration 3Q: 3 clusters Score -8117072 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8117390.000000 Penalty: 5279.386230
	Iteration 4Q: 3 clusters Score -8117390 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -8117710.500000 Penalty: 5279.386230
	Iteration 5Q: 3 clusters Score -8117710 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8118085.000000 Penalty: 5279.386230
	Iteration 6Q: 3 clusters Score -8118085 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8118475.500000 Penalty: 5279.386230
	Iteration 7Q: 3 clusters Score -8118476 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -8118960.500000 Penalty: 5279.386230
	Iteration 8Q: 3 clusters Score -8118960 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8119627.500000 Penalty: 5279.386230
	Iteration 9Q: 3 clusters Score -8119628 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -8120522.500000 Penalty: 5279.386230
	Iteration 10Q: 3 clusters Score -8120522 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -8121688.500000 Penalty: 5279.386230
	Iteration 11Q: 3 clusters Score -8121688 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -8123077.000000 Penalty: 5279.386230
	Iteration 12F: 3 clusters Score -8123077 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -8124381.500000 Penalty: 5279.386230
	Iteration 13Q: 3 clusters Score -8124382 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8125356.500000 Penalty: 5279.386230
	Iteration 14Q: 3 clusters Score -8125356 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -8126017.000000 Penalty: 5279.386230
	Iteration 15Q: 3 clusters Score -8126017 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -8126480.000000 Penalty: 5279.386230
	Iteration 16Q: 3 clusters Score -8126480 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -8126778.500000 Penalty: 5279.386230
	Iteration 17Q: 3 clusters Score -8126778 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -8127059.500000 Penalty: 5279.386230
	Iteration 18Q: 3 clusters Score -8127060 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8127283.500000 Penalty: 5279.386230
	Iteration 19Q: 3 clusters Score -8127284 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8127411.000000 Penalty: 5279.386230
	Iteration 20F: 3 clusters Score -8127411 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -8127512.000000 Penalty: 5279.386230
	Iteration 21Q: 3 clusters Score -8127512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -8127570.500000 Penalty: 5279.386230
	Iteration 22Q: 3 clusters Score -8127570 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -8127612.000000 Penalty: 5279.386230
	Iteration 23Q: 3 clusters Score -8127612 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -8127713.000000 Penalty: 5279.386230
	Iteration 24Q: 3 clusters Score -8127713 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8127800.500000 Penalty: 5279.386230
	Iteration 25Q: 3 clusters Score -8127800 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -8127862.000000 Penalty: 5279.386230
	Iteration 26Q: 3 clusters Score -8127862 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -8127895.500000 Penalty: 5279.386230
	Iteration 27Q: 3 clusters Score -8127896 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -8127943.000000 Penalty: 5279.386230
	Iteration 28Q: 3 clusters Score -8127943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -8127975.500000 Penalty: 5279.386230
	Iteration 29Q: 3 clusters Score -8127976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -8128045.000000 Penalty: 5279.386230
	Iteration 30Q: 3 clusters Score -8128045 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -8128081.000000 Penalty: 5279.386230
	Iteration 31Q: 3 clusters Score -8128081 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -8128139.000000 Penalty: 5279.386230
	Iteration 32Q: 3 clusters Score -8128139 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8128192.000000 Penalty: 5279.386230
	Iteration 33Q: 3 clusters Score -8128192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8128222.500000 Penalty: 5279.386230
	Iteration 34Q: 3 clusters Score -8128222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -8128269.000000 Penalty: 5279.386230
	Iteration 35Q: 3 clusters Score -8128269 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8128280.000000 Penalty: 5279.386230
	Iteration 36Q: 3 clusters Score -8128280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8128315.000000 Penalty: 5279.386230
	Iteration 37Q: 3 clusters Score -8128315 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8128357.000000 Penalty: 5279.386230
	Iteration 38Q: 3 clusters Score -8128357 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -8128371.000000 Penalty: 5279.386230
	Iteration 39Q: 3 clusters Score -8128371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -8128405.000000 Penalty: 5279.386230
	Iteration 40F: 3 clusters Score -8128405 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8128448.500000 Penalty: 5279.386230
	Iteration 41Q: 3 clusters Score -8128448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8128476.500000 Penalty: 5279.386230
	Iteration 42Q: 3 clusters Score -8128476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -8128495.000000 Penalty: 5279.386230
	Iteration 43Q: 3 clusters Score -8128495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -8128520.000000 Penalty: 5279.386230
	Iteration 44Q: 3 clusters Score -8128520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8128543.500000 Penalty: 5279.386230
	Iteration 45Q: 3 clusters Score -8128544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8128557.500000 Penalty: 5279.386230
	Iteration 46Q: 3 clusters Score -8128558 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8128586.500000 Penalty: 5279.386230
	Iteration 47Q: 3 clusters Score -8128586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8128591.000000 Penalty: 5279.386230
	Iteration 48Q: 3 clusters Score -8128591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8128606.500000 Penalty: 5279.386230
	Iteration 49Q: 3 clusters Score -8128606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8128619.000000 Penalty: 5279.386230
	Iteration 50Q: 3 clusters Score -8128619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -8128614.500000 Penalty: 5279.386230
	Iteration 51Q: 3 clusters Score -8128614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8128637.000000 Penalty: 5279.386230
	Iteration 52Q: 3 clusters Score -8128637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8128654.000000 Penalty: 5279.386230
	Iteration 53Q: 3 clusters Score -8128654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -8128654.000000 Penalty: 5279.386230
	Iteration 54Q: 3 clusters Score -8128654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8128656.000000 Penalty: 5279.386230
	Iteration 55Q: 3 clusters Score -8128656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -8128647.500000 Penalty: 5279.386230
	Iteration 56Q: 3 clusters Score -8128648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8128658.500000 Penalty: 5279.386230
	Iteration 57Q: 3 clusters Score -8128658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8128652.500000 Penalty: 5279.386230
	Iteration 58Q: 3 clusters Score -8128652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8128659.500000 Penalty: 5279.386230
	Iteration 59Q: 3 clusters Score -8128660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -8128677.500000 Penalty: 5279.386230
	Iteration 60F: 3 clusters Score -8128678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8128675.000000 Penalty: 5279.386230
	Iteration 61Q: 3 clusters Score -8128675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8128690.000000 Penalty: 5279.386230
	Iteration 62Q: 3 clusters Score -8128690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8128687.500000 Penalty: 5279.386230
	Iteration 63Q: 3 clusters Score -8128688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8128689.000000 Penalty: 5279.386230
	Iteration 64Q: 3 clusters Score -8128689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8128688.000000 Penalty: 5279.386230
	Iteration 65Q: 3 clusters Score -8128688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8128684.500000 Penalty: 5279.386230
	Iteration 66Q: 3 clusters Score -8128684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -8128691.000000 Penalty: 5279.386230
	Iteration 67Q: 3 clusters Score -8128691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -8128694.500000 Penalty: 5279.386230
	Iteration 68Q: 3 clusters Score -8128694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8128692.500000 Penalty: 5279.386230
	Iteration 69Q: 3 clusters Score -8128692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8128690.500000 Penalty: 5279.386230
	Iteration 70Q: 3 clusters Score -8128690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8128697.000000 Penalty: 5279.386230
	Iteration 71Q: 3 clusters Score -8128697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8128698.000000 Penalty: 5279.386230
	Iteration 72Q: 3 clusters Score -8128698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8128698.000000 Penalty: 5279.386230
	Iteration 73F: 3 clusters Score -8128698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -135195.046875 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135195 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135438.984375 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135496.109375 Penalty: 3293.378418
	Iteration 2Q: 3 clusters Score -135496.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -135570.765625 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135570.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135725.109375 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135725.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135870.890625 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135870.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -135943.140625 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135943.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -135999.234375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135999.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136046.500000 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -136046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136080.406250 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136080.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136112.609375 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136136.171875 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136151.406250 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136151.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136155.656250 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136157.046875 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136157.968750 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136159.359375 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -136161.312500 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136163.828125 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136167.421875 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -136167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136169.078125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -136169.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Entering Unmasked Estep 
Score: -5944020.000000 Penalty: 2562.251465
	Iteration 0F: 2 clusters Score -5944020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5924709.500000 Penalty: 5124.502930
	Iteration 0F: 3 clusters Score -5924710 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5932458.500000 Penalty: 5124.502930
	Iteration 1F: 3 clusters Score -5932458 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5933073.500000 Penalty: 5124.502930
	Iteration 2F: 3 clusters Score -5933074 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5933676.500000 Penalty: 5124.502930
	Iteration 3Q: 3 clusters Score -5933676 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5934322.500000 Penalty: 5124.502930
	Iteration 4Q: 3 clusters Score -5934322 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5935017.500000 Penalty: 5124.502930
	Iteration 5Q: 3 clusters Score -5935018 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5935831.000000 Penalty: 5124.502930
	Iteration 6Q: 3 clusters Score -5935831 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5936827.500000 Penalty: 5124.502930
	Iteration 7F: 3 clusters Score -5936828 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5938090.500000 Penalty: 5124.502930
	Iteration 8F: 3 clusters Score -5938090 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -5939645.500000 Penalty: 5124.502930
	Iteration 9F: 3 clusters Score -5939646 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5940957.500000 Penalty: 5124.502930
	Iteration 10F: 3 clusters Score -5940958 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -5941748.500000 Penalty: 5124.502930
	Iteration 11Q: 3 clusters Score -5941748 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -5942117.500000 Penalty: 5124.502930
	Iteration 12Q: 3 clusters Score -5942118 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5942229.500000 Penalty: 5124.502930
	Iteration 13Q: 3 clusters Score -5942230 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -5942281.000000 Penalty: 5124.502930
	Iteration 14Q: 3 clusters Score -5942281 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -5942356.500000 Penalty: 5124.502930
	Iteration 15Q: 3 clusters Score -5942356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -5942381.000000 Penalty: 5124.502930
	Iteration 16Q: 3 clusters Score -5942381 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -5942418.000000 Penalty: 5124.502930
	Iteration 17Q: 3 clusters Score -5942418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5942435.500000 Penalty: 5124.502930
	Iteration 18Q: 3 clusters Score -5942436 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -5942419.000000 Penalty: 5124.502930
	Iteration 19Q: 3 clusters Score -5942419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -5942416.000000 Penalty: 5124.502930
	Iteration 20F: 3 clusters Score -5942416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5942419.500000 Penalty: 5124.502930
	Iteration 21Q: 3 clusters Score -5942420 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5942414.500000 Penalty: 5124.502930
	Iteration 22Q: 3 clusters Score -5942414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5942384.500000 Penalty: 5124.502930
	Iteration 23Q: 3 clusters Score -5942384 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5942393.500000 Penalty: 5124.502930
	Iteration 24Q: 3 clusters Score -5942394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5942389.000000 Penalty: 5124.502930
	Iteration 25Q: 3 clusters Score -5942389 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -5942376.000000 Penalty: 5124.502930
	Iteration 26Q: 3 clusters Score -5942376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5942384.500000 Penalty: 5124.502930
	Iteration 27Q: 3 clusters Score -5942384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5942378.500000 Penalty: 5124.502930
	Iteration 28Q: 3 clusters Score -5942378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5942376.500000 Penalty: 5124.502930
	Iteration 29Q: 3 clusters Score -5942376 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5942349.000000 Penalty: 5124.502930
	Iteration 30Q: 3 clusters Score -5942349 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5942350.500000 Penalty: 5124.502930
	Iteration 31Q: 3 clusters Score -5942350 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5942338.000000 Penalty: 5124.502930
	Iteration 32Q: 3 clusters Score -5942338 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5942338.500000 Penalty: 5124.502930
	Iteration 33Q: 3 clusters Score -5942338 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5942312.000000 Penalty: 5124.502930
	Iteration 34Q: 3 clusters Score -5942312 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5942314.500000 Penalty: 5124.502930
	Iteration 35Q: 3 clusters Score -5942314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5942292.000000 Penalty: 5124.502930
	Iteration 36Q: 3 clusters Score -5942292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5942292.000000 Penalty: 5124.502930
	Iteration 37Q: 3 clusters Score -5942292 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -5942269.500000 Penalty: 5124.502930
	Iteration 38Q: 3 clusters Score -5942270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5942243.500000 Penalty: 5124.502930
	Iteration 39Q: 3 clusters Score -5942244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5942231.000000 Penalty: 5124.502930
	Iteration 40F: 3 clusters Score -5942231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -5942204.000000 Penalty: 5124.502930
	Iteration 41Q: 3 clusters Score -5942204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -5942187.000000 Penalty: 5124.502930
	Iteration 42Q: 3 clusters Score -5942187 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5942178.000000 Penalty: 5124.502930
	Iteration 43Q: 3 clusters Score -5942178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5942177.000000 Penalty: 5124.502930
	Iteration 44Q: 3 clusters Score -5942177 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5942175.500000 Penalty: 5124.502930
	Iteration 45Q: 3 clusters Score -5942176 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5942150.500000 Penalty: 5124.502930
	Iteration 46Q: 3 clusters Score -5942150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5942142.000000 Penalty: 5124.502930
	Iteration 47Q: 3 clusters Score -5942142 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5942125.500000 Penalty: 5124.502930
	Iteration 48Q: 3 clusters Score -5942126 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5942126.500000 Penalty: 5124.502930
	Iteration 49Q: 3 clusters Score -5942126 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5942120.500000 Penalty: 5124.502930
	Iteration 50Q: 3 clusters Score -5942120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5942104.000000 Penalty: 5124.502930
	Iteration 51Q: 3 clusters Score -5942104 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5942083.000000 Penalty: 5124.502930
	Iteration 52Q: 3 clusters Score -5942083 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5942081.500000 Penalty: 5124.502930
	Iteration 53Q: 3 clusters Score -5942082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -5942064.000000 Penalty: 5124.502930
	Iteration 54Q: 3 clusters Score -5942064 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -5942063.500000 Penalty: 5124.502930
	Iteration 55Q: 3 clusters Score -5942064 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -5942040.000000 Penalty: 5124.502930
	Iteration 56Q: 3 clusters Score -5942040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5942034.500000 Penalty: 5124.502930
	Iteration 57Q: 3 clusters Score -5942034 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5942024.500000 Penalty: 5124.502930
	Iteration 58Q: 3 clusters Score -5942024 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -5942024.000000 Penalty: 5124.502930
	Iteration 59Q: 3 clusters Score -5942024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -5941990.000000 Penalty: 5124.502930
	Iteration 60F: 3 clusters Score -5941990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -5941986.500000 Penalty: 5124.502930
	Iteration 61Q: 3 clusters Score -5941986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5941967.000000 Penalty: 5124.502930
	Iteration 62Q: 3 clusters Score -5941967 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -5941964.500000 Penalty: 5124.502930
	Iteration 63Q: 3 clusters Score -5941964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5941963.500000 Penalty: 5124.502930
	Iteration 64Q: 3 clusters Score -5941964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -5941948.500000 Penalty: 5124.502930
	Iteration 65Q: 3 clusters Score -5941948 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -5941929.000000 Penalty: 5124.502930
	Iteration 66Q: 3 clusters Score -5941929 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -5941929.000000 Penalty: 5124.502930
	Iteration 67Q: 3 clusters Score -5941929 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -5941918.000000 Penalty: 5124.502930
	Iteration 68Q: 3 clusters Score -5941918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -5941913.500000 Penalty: 5124.502930
	Iteration 69Q: 3 clusters Score -5941914 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5941899.000000 Penalty: 5124.502930
	Iteration 70Q: 3 clusters Score -5941899 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -5941893.500000 Penalty: 5124.502930
	Iteration 71Q: 3 clusters Score -5941894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -5941901.000000 Penalty: 5124.502930
	Iteration 72Q: 3 clusters Score -5941901 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -5941898.500000 Penalty: 5124.502930
	Iteration 73Q: 3 clusters Score -5941898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -5941912.500000 Penalty: 5124.502930
	Iteration 74Q: 3 clusters Score -5941912 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5941902.500000 Penalty: 5124.502930
	Iteration 75Q: 3 clusters Score -5941902 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -5941910.500000 Penalty: 5124.502930
	Iteration 76Q: 3 clusters Score -5941910 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -5941939.500000 Penalty: 5124.502930
	Iteration 77Q: 3 clusters Score -5941940 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -5941973.500000 Penalty: 5124.502930
	Iteration 78Q: 3 clusters Score -5941974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5942010.500000 Penalty: 5124.502930
	Iteration 79Q: 3 clusters Score -5942010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -5942025.500000 Penalty: 5124.502930
	Iteration 80F: 3 clusters Score -5942026 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -5942050.500000 Penalty: 5124.502930
	Iteration 81Q: 3 clusters Score -5942050 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -5942067.000000 Penalty: 5124.502930
	Iteration 82Q: 3 clusters Score -5942067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5942088.000000 Penalty: 5124.502930
	Iteration 83Q: 3 clusters Score -5942088 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5942112.500000 Penalty: 5124.502930
	Iteration 84Q: 3 clusters Score -5942112 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -5942122.500000 Penalty: 5124.502930
	Iteration 85Q: 3 clusters Score -5942122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5942144.500000 Penalty: 5124.502930
	Iteration 86Q: 3 clusters Score -5942144 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5942155.000000 Penalty: 5124.502930
	Iteration 87Q: 3 clusters Score -5942155 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5942173.000000 Penalty: 5124.502930
	Iteration 88Q: 3 clusters Score -5942173 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5942204.000000 Penalty: 5124.502930
	Iteration 89Q: 3 clusters Score -5942204 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -5942215.500000 Penalty: 5124.502930
	Iteration 90Q: 3 clusters Score -5942216 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -5942205.500000 Penalty: 5124.502930
	Iteration 91Q: 3 clusters Score -5942206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -5942233.000000 Penalty: 5124.502930
	Iteration 92Q: 3 clusters Score -5942233 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5942232.500000 Penalty: 5124.502930
	Iteration 93Q: 3 clusters Score -5942232 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -5942243.500000 Penalty: 5124.502930
	Iteration 94Q: 3 clusters Score -5942244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -5942245.000000 Penalty: 5124.502930
	Iteration 95Q: 3 clusters Score -5942245 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -5942253.000000 Penalty: 5124.502930
	Iteration 96Q: 3 clusters Score -5942253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5942266.500000 Penalty: 5124.502930
	Iteration 97Q: 3 clusters Score -5942266 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5942264.000000 Penalty: 5124.502930
	Iteration 98Q: 3 clusters Score -5942264 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -5942272.500000 Penalty: 5124.502930
	Iteration 99Q: 3 clusters Score -5942272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5942271.500000 Penalty: 5124.502930
	Iteration 100F: 3 clusters Score -5942272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5942277.000000 Penalty: 5124.502930
	Iteration 101Q: 3 clusters Score -5942277 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5942282.000000 Penalty: 5124.502930
	Iteration 102Q: 3 clusters Score -5942282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5942282.000000 Penalty: 5124.502930
	Iteration 103Q: 3 clusters Score -5942282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5942285.000000 Penalty: 5124.502930
	Iteration 104Q: 3 clusters Score -5942285 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -5942271.500000 Penalty: 5124.502930
	Iteration 105Q: 3 clusters Score -5942272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5942287.000000 Penalty: 5124.502930
	Iteration 106Q: 3 clusters Score -5942287 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5942284.000000 Penalty: 5124.502930
	Iteration 107Q: 3 clusters Score -5942284 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5942284.500000 Penalty: 5124.502930
	Iteration 108Q: 3 clusters Score -5942284 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5942275.000000 Penalty: 5124.502930
	Iteration 109Q: 3 clusters Score -5942275 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5942281.000000 Penalty: 5124.502930
	Iteration 110Q: 3 clusters Score -5942281 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5942286.000000 Penalty: 5124.502930
	Iteration 111Q: 3 clusters Score -5942286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5942273.000000 Penalty: 5124.502930
	Iteration 112Q: 3 clusters Score -5942273 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -5942254.500000 Penalty: 5124.502930
	Iteration 113Q: 3 clusters Score -5942254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5942254.000000 Penalty: 5124.502930
	Iteration 114Q: 3 clusters Score -5942254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5942263.000000 Penalty: 5124.502930
	Iteration 115Q: 3 clusters Score -5942263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5942249.500000 Penalty: 5124.502930
	Iteration 116Q: 3 clusters Score -5942250 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5942233.500000 Penalty: 5124.502930
	Iteration 117Q: 3 clusters Score -5942234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5942248.500000 Penalty: 5124.502930
	Iteration 118Q: 3 clusters Score -5942248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5942258.000000 Penalty: 5124.502930
	Iteration 119Q: 3 clusters Score -5942258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5942256.500000 Penalty: 5124.502930
	Iteration 120F: 3 clusters Score -5942256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5942258.000000 Penalty: 5124.502930
	Iteration 121Q: 3 clusters Score -5942258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5942254.000000 Penalty: 5124.502930
	Iteration 122Q: 3 clusters Score -5942254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -5942251.500000 Penalty: 5124.502930
	Iteration 123Q: 3 clusters Score -5942252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5942255.000000 Penalty: 5124.502930
	Iteration 124Q: 3 clusters Score -5942255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -5942241.000000 Penalty: 5124.502930
	Iteration 125Q: 3 clusters Score -5942241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5942249.500000 Penalty: 5124.502930
	Iteration 126Q: 3 clusters Score -5942250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5942252.000000 Penalty: 5124.502930
	Iteration 127Q: 3 clusters Score -5942252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5942244.500000 Penalty: 5124.502930
	Iteration 128Q: 3 clusters Score -5942244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5942240.500000 Penalty: 5124.502930
	Iteration 129Q: 3 clusters Score -5942240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5942233.500000 Penalty: 5124.502930
	Iteration 130Q: 3 clusters Score -5942234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5942232.000000 Penalty: 5124.502930
	Iteration 131Q: 3 clusters Score -5942232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5942245.000000 Penalty: 5124.502930
	Iteration 132Q: 3 clusters Score -5942245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5942258.500000 Penalty: 5124.502930
	Iteration 133Q: 3 clusters Score -5942258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5942261.000000 Penalty: 5124.502930
	Iteration 134Q: 3 clusters Score -5942261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5942250.000000 Penalty: 5124.502930
	Iteration 135Q: 3 clusters Score -5942250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5942239.500000 Penalty: 5124.502930
	Iteration 136Q: 3 clusters Score -5942240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5942256.000000 Penalty: 5124.502930
	Iteration 137Q: 3 clusters Score -5942256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5942240.000000 Penalty: 5124.502930
	Iteration 138Q: 3 clusters Score -5942240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5942246.000000 Penalty: 5124.502930
	Iteration 139Q: 3 clusters Score -5942246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5942247.500000 Penalty: 5124.502930
	Iteration 140F: 3 clusters Score -5942248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5942245.000000 Penalty: 5124.502930
	Iteration 141Q: 3 clusters Score -5942245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -5942239.500000 Penalty: 5124.502930
	Iteration 142Q: 3 clusters Score -5942240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5942230.500000 Penalty: 5124.502930
	Iteration 143Q: 3 clusters Score -5942230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5942234.500000 Penalty: 5124.502930
	Iteration 144Q: 3 clusters Score -5942234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5942240.500000 Penalty: 5124.502930
	Iteration 145Q: 3 clusters Score -5942240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5942241.000000 Penalty: 5124.502930
	Iteration 146Q: 3 clusters Score -5942241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5942236.000000 Penalty: 5124.502930
	Iteration 147Q: 3 clusters Score -5942236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5942238.500000 Penalty: 5124.502930
	Iteration 148Q: 3 clusters Score -5942238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5942234.000000 Penalty: 5124.502930
	Iteration 149Q: 3 clusters Score -5942234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5942236.000000 Penalty: 5124.502930
	Iteration 150Q: 3 clusters Score -5942236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5942228.500000 Penalty: 5124.502930
	Iteration 151Q: 3 clusters Score -5942228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5942228.500000 Penalty: 5124.502930
	Iteration 152F: 3 clusters Score -5942228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Entering Unmasked Estep 
Score: -4981711.500000 Penalty: 2502.198730
	Iteration 0F: 2 clusters Score -4981712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4967707.000000 Penalty: 5004.397461
	Iteration 0F: 3 clusters Score -4967707 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4973343.500000 Penalty: 5004.397461
	Iteration 1F: 3 clusters Score -4973344 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4973668.500000 Penalty: 5004.397461
	Iteration 2F: 3 clusters Score -4973668 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -4973926.000000 Penalty: 5004.397461
	Iteration 3F: 3 clusters Score -4973926 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4974105.000000 Penalty: 5004.397461
	Iteration 4Q: 3 clusters Score -4974105 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4974315.000000 Penalty: 5004.397461
	Iteration 5Q: 3 clusters Score -4974315 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4974527.000000 Penalty: 5004.397461
	Iteration 6Q: 3 clusters Score -4974527 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4974734.500000 Penalty: 5004.397461
	Iteration 7Q: 3 clusters Score -4974734 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4974831.000000 Penalty: 5004.397461
	Iteration 8Q: 3 clusters Score -4974831 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4974902.000000 Penalty: 5004.397461
	Iteration 9Q: 3 clusters Score -4974902 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4974929.000000 Penalty: 5004.397461
	Iteration 10Q: 3 clusters Score -4974929 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4974998.000000 Penalty: 5004.397461
	Iteration 11Q: 3 clusters Score -4974998 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4975028.000000 Penalty: 5004.397461
	Iteration 12F: 3 clusters Score -4975028 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4975302.500000 Penalty: 5004.397461
	Iteration 13F: 3 clusters Score -4975302 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4975742.500000 Penalty: 5004.397461
	Iteration 14F: 3 clusters Score -4975742 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4976284.000000 Penalty: 5004.397461
	Iteration 15F: 3 clusters Score -4976284 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4976901.500000 Penalty: 5004.397461
	Iteration 16Q: 3 clusters Score -4976902 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4977313.500000 Penalty: 5004.397461
	Iteration 17Q: 3 clusters Score -4977314 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4977672.500000 Penalty: 5004.397461
	Iteration 18Q: 3 clusters Score -4977672 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4977974.500000 Penalty: 5004.397461
	Iteration 19Q: 3 clusters Score -4977974 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4978156.000000 Penalty: 5004.397461
	Iteration 20F: 3 clusters Score -4978156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4978242.500000 Penalty: 5004.397461
	Iteration 21Q: 3 clusters Score -4978242 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4978569.000000 Penalty: 5004.397461
	Iteration 22Q: 3 clusters Score -4978569 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4978803.000000 Penalty: 5004.397461
	Iteration 23Q: 3 clusters Score -4978803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4978918.500000 Penalty: 5004.397461
	Iteration 24Q: 3 clusters Score -4978918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4979029.000000 Penalty: 5004.397461
	Iteration 25Q: 3 clusters Score -4979029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4979159.000000 Penalty: 5004.397461
	Iteration 26Q: 3 clusters Score -4979159 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4979243.000000 Penalty: 5004.397461
	Iteration 27Q: 3 clusters Score -4979243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4979289.000000 Penalty: 5004.397461
	Iteration 28Q: 3 clusters Score -4979289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4979356.500000 Penalty: 5004.397461
	Iteration 29Q: 3 clusters Score -4979356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4979421.000000 Penalty: 5004.397461
	Iteration 30Q: 3 clusters Score -4979421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4979450.000000 Penalty: 5004.397461
	Iteration 31Q: 3 clusters Score -4979450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4979490.000000 Penalty: 5004.397461
	Iteration 32Q: 3 clusters Score -4979490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4979517.500000 Penalty: 5004.397461
	Iteration 33Q: 3 clusters Score -4979518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4979541.000000 Penalty: 5004.397461
	Iteration 34Q: 3 clusters Score -4979541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4979561.500000 Penalty: 5004.397461
	Iteration 35Q: 3 clusters Score -4979562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4979576.500000 Penalty: 5004.397461
	Iteration 36Q: 3 clusters Score -4979576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4979584.000000 Penalty: 5004.397461
	Iteration 37Q: 3 clusters Score -4979584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4979599.500000 Penalty: 5004.397461
	Iteration 38Q: 3 clusters Score -4979600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4979608.000000 Penalty: 5004.397461
	Iteration 39Q: 3 clusters Score -4979608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4979622.500000 Penalty: 5004.397461
	Iteration 40F: 3 clusters Score -4979622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4979617.500000 Penalty: 5004.397461
	Iteration 41Q: 3 clusters Score -4979618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4979632.500000 Penalty: 5004.397461
	Iteration 42Q: 3 clusters Score -4979632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4979634.000000 Penalty: 5004.397461
	Iteration 43Q: 3 clusters Score -4979634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4979658.500000 Penalty: 5004.397461
	Iteration 44Q: 3 clusters Score -4979658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4979666.000000 Penalty: 5004.397461
	Iteration 45Q: 3 clusters Score -4979666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4979665.000000 Penalty: 5004.397461
	Iteration 46Q: 3 clusters Score -4979665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4979657.000000 Penalty: 5004.397461
	Iteration 47Q: 3 clusters Score -4979657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4979667.500000 Penalty: 5004.397461
	Iteration 48Q: 3 clusters Score -4979668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4979670.500000 Penalty: 5004.397461
	Iteration 49Q: 3 clusters Score -4979670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4979672.500000 Penalty: 5004.397461
	Iteration 50Q: 3 clusters Score -4979672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4979675.500000 Penalty: 5004.397461
	Iteration 51Q: 3 clusters Score -4979676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4979673.000000 Penalty: 5004.397461
	Iteration 52Q: 3 clusters Score -4979673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4979677.500000 Penalty: 5004.397461
	Iteration 53Q: 3 clusters Score -4979678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4979676.500000 Penalty: 5004.397461
	Iteration 54Q: 3 clusters Score -4979676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4979676.500000 Penalty: 5004.397461
	Iteration 55F: 3 clusters Score -4979676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Entering Unmasked Estep 
Score: -7008575.000000 Penalty: 2611.291016
	Iteration 0F: 2 clusters Score -7008575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -6984628.000000 Penalty: 5222.582031
	Iteration 0F: 3 clusters Score -6984628 nChanged 17064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -6993950.000000 Penalty: 5222.582031
	Iteration 1F: 3 clusters Score -6993950 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -6994451.500000 Penalty: 5222.582031
	Iteration 2Q: 3 clusters Score -6994452 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -6994901.500000 Penalty: 5222.582031
	Iteration 3Q: 3 clusters Score -6994902 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -6995388.000000 Penalty: 5222.582031
	Iteration 4Q: 3 clusters Score -6995388 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6995988.000000 Penalty: 5222.582031
	Iteration 5Q: 3 clusters Score -6995988 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -6996685.500000 Penalty: 5222.582031
	Iteration 6Q: 3 clusters Score -6996686 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6997603.000000 Penalty: 5222.582031
	Iteration 7Q: 3 clusters Score -6997603 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -6998825.500000 Penalty: 5222.582031
	Iteration 8F: 3 clusters Score -6998826 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -7000191.500000 Penalty: 5222.582031
	Iteration 9F: 3 clusters Score -7000192 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -7001467.000000 Penalty: 5222.582031
	Iteration 10F: 3 clusters Score -7001467 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -7002272.500000 Penalty: 5222.582031
	Iteration 11Q: 3 clusters Score -7002272 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -7002596.000000 Penalty: 5222.582031
	Iteration 12Q: 3 clusters Score -7002596 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -7002728.500000 Penalty: 5222.582031
	Iteration 13Q: 3 clusters Score -7002728 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -7002903.000000 Penalty: 5222.582031
	Iteration 14Q: 3 clusters Score -7002903 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -7003007.500000 Penalty: 5222.582031
	Iteration 15Q: 3 clusters Score -7003008 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7003087.500000 Penalty: 5222.582031
	Iteration 16Q: 3 clusters Score -7003088 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -7003202.000000 Penalty: 5222.582031
	Iteration 17Q: 3 clusters Score -7003202 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -7003325.500000 Penalty: 5222.582031
	Iteration 18Q: 3 clusters Score -7003326 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -7003392.000000 Penalty: 5222.582031
	Iteration 19Q: 3 clusters Score -7003392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -7003467.500000 Penalty: 5222.582031
	Iteration 20F: 3 clusters Score -7003468 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -7003560.500000 Penalty: 5222.582031
	Iteration 21Q: 3 clusters Score -7003560 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -7003631.500000 Penalty: 5222.582031
	Iteration 22Q: 3 clusters Score -7003632 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -7003655.500000 Penalty: 5222.582031
	Iteration 23Q: 3 clusters Score -7003656 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -7003707.000000 Penalty: 5222.582031
	Iteration 24Q: 3 clusters Score -7003707 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -7003778.500000 Penalty: 5222.582031
	Iteration 25Q: 3 clusters Score -7003778 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7003805.500000 Penalty: 5222.582031
	Iteration 26Q: 3 clusters Score -7003806 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -7003869.000000 Penalty: 5222.582031
	Iteration 27Q: 3 clusters Score -7003869 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -7003923.000000 Penalty: 5222.582031
	Iteration 28Q: 3 clusters Score -7003923 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -7003977.000000 Penalty: 5222.582031
	Iteration 29Q: 3 clusters Score -7003977 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -7004050.000000 Penalty: 5222.582031
	Iteration 30Q: 3 clusters Score -7004050 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -7004076.000000 Penalty: 5222.582031
	Iteration 31Q: 3 clusters Score -7004076 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -7004070.000000 Penalty: 5222.582031
	Iteration 32Q: 3 clusters Score -7004070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -7004107.500000 Penalty: 5222.582031
	Iteration 33Q: 3 clusters Score -7004108 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -7004139.500000 Penalty: 5222.582031
	Iteration 34Q: 3 clusters Score -7004140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -7004172.500000 Penalty: 5222.582031
	Iteration 35Q: 3 clusters Score -7004172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -7004195.000000 Penalty: 5222.582031
	Iteration 36Q: 3 clusters Score -7004195 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -7004222.500000 Penalty: 5222.582031
	Iteration 37Q: 3 clusters Score -7004222 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -7004231.000000 Penalty: 5222.582031
	Iteration 38Q: 3 clusters Score -7004231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7004243.000000 Penalty: 5222.582031
	Iteration 39Q: 3 clusters Score -7004243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -7004266.500000 Penalty: 5222.582031
	Iteration 40F: 3 clusters Score -7004266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -7004253.000000 Penalty: 5222.582031
	Iteration 41Q: 3 clusters Score -7004253 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -7004255.000000 Penalty: 5222.582031
	Iteration 42Q: 3 clusters Score -7004255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -7004242.000000 Penalty: 5222.582031
	Iteration 43Q: 3 clusters Score -7004242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -7004252.500000 Penalty: 5222.582031
	Iteration 44Q: 3 clusters Score -7004252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -7004247.500000 Penalty: 5222.582031
	Iteration 45Q: 3 clusters Score -7004248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -7004236.500000 Penalty: 5222.582031
	Iteration 46Q: 3 clusters Score -7004236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -7004231.500000 Penalty: 5222.582031
	Iteration 47Q: 3 clusters Score -7004232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -7004242.500000 Penalty: 5222.582031
	Iteration 48Q: 3 clusters Score -7004242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -7004245.500000 Penalty: 5222.582031
	Iteration 49Q: 3 clusters Score -7004246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -7004240.000000 Penalty: 5222.582031
	Iteration 50Q: 3 clusters Score -7004240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -7004246.000000 Penalty: 5222.582031
	Iteration 51Q: 3 clusters Score -7004246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7004215.000000 Penalty: 5222.582031
	Iteration 52Q: 3 clusters Score -7004215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7004226.000000 Penalty: 5222.582031
	Iteration 53Q: 3 clusters Score -7004226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -7004228.500000 Penalty: 5222.582031
	Iteration 54Q: 3 clusters Score -7004228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -7004234.500000 Penalty: 5222.582031
	Iteration 55Q: 3 clusters Score -7004234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -7004248.000000 Penalty: 5222.582031
	Iteration 56Q: 3 clusters Score -7004248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -7004256.000000 Penalty: 5222.582031
	Iteration 57Q: 3 clusters Score -7004256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -7004256.500000 Penalty: 5222.582031
	Iteration 58Q: 3 clusters Score -7004256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -7004247.500000 Penalty: 5222.582031
	Iteration 59Q: 3 clusters Score -7004248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -7004260.000000 Penalty: 5222.582031
	Iteration 60F: 3 clusters Score -7004260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -7004257.500000 Penalty: 5222.582031
	Iteration 61Q: 3 clusters Score -7004258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -7004255.500000 Penalty: 5222.582031
	Iteration 62Q: 3 clusters Score -7004256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -7004253.500000 Penalty: 5222.582031
	Iteration 63Q: 3 clusters Score -7004254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -7004252.500000 Penalty: 5222.582031
	Iteration 64Q: 3 clusters Score -7004252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -7004260.500000 Penalty: 5222.582031
	Iteration 65Q: 3 clusters Score -7004260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -7004251.000000 Penalty: 5222.582031
	Iteration 66Q: 3 clusters Score -7004251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7004253.000000 Penalty: 5222.582031
	Iteration 67Q: 3 clusters Score -7004253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -7004256.500000 Penalty: 5222.582031
	Iteration 68Q: 3 clusters Score -7004256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -7004257.500000 Penalty: 5222.582031
	Iteration 69Q: 3 clusters Score -7004258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -7004260.000000 Penalty: 5222.582031
	Iteration 70Q: 3 clusters Score -7004260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -7004258.000000 Penalty: 5222.582031
	Iteration 71Q: 3 clusters Score -7004258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -7004260.500000 Penalty: 5222.582031
	Iteration 72Q: 3 clusters Score -7004260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -7004260.000000 Penalty: 5222.582031
	Iteration 73Q: 3 clusters Score -7004260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -7004268.500000 Penalty: 5222.582031
	Iteration 74Q: 3 clusters Score -7004268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7004266.500000 Penalty: 5222.582031
	Iteration 75Q: 3 clusters Score -7004266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -7004270.500000 Penalty: 5222.582031
	Iteration 76Q: 3 clusters Score -7004270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7004272.000000 Penalty: 5222.582031
	Iteration 77Q: 3 clusters Score -7004272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -7004276.000000 Penalty: 5222.582031
	Iteration 78Q: 3 clusters Score -7004276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7004267.500000 Penalty: 5222.582031
	Iteration 79Q: 3 clusters Score -7004268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -7004272.500000 Penalty: 5222.582031
	Iteration 80F: 3 clusters Score -7004272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -7004270.500000 Penalty: 5222.582031
	Iteration 81Q: 3 clusters Score -7004270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -7004261.500000 Penalty: 5222.582031
	Iteration 82Q: 3 clusters Score -7004262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -7004273.500000 Penalty: 5222.582031
	Iteration 83Q: 3 clusters Score -7004274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7004276.500000 Penalty: 5222.582031
	Iteration 84Q: 3 clusters Score -7004276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -7004267.000000 Penalty: 5222.582031
	Iteration 85Q: 3 clusters Score -7004267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -7004266.500000 Penalty: 5222.582031
	Iteration 86Q: 3 clusters Score -7004266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -7004263.500000 Penalty: 5222.582031
	Iteration 87Q: 3 clusters Score -7004264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -7004263.000000 Penalty: 5222.582031
	Iteration 88Q: 3 clusters Score -7004263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7004261.000000 Penalty: 5222.582031
	Iteration 89Q: 3 clusters Score -7004261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7004256.000000 Penalty: 5222.582031
	Iteration 90Q: 3 clusters Score -7004256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7004257.000000 Penalty: 5222.582031
	Iteration 91Q: 3 clusters Score -7004257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7004257.000000 Penalty: 5222.582031
	Iteration 92F: 3 clusters Score -7004257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181158.421875 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181158.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -181429.937500 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181429.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -181500.062500 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181500.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181534.765625 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181534.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181550.484375 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181559.968750 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -181567.218750 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -181570.796875 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -181574.734375 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181576.750000 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181580.828125 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181584.203125 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181584.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181587.718750 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181590.171875 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181595.375000 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181600.937500 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181605.109375 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -181605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181608.015625 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -181608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181612.984375 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -181613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181621.343750 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -181621.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181627.015625 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -181627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181631.921875 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -181631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181636.734375 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -181636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181639.609375 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -181639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181642.750000 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -181642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181646.390625 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -181646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181647.812500 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -181647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181649.375000 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -181649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181649.375000 Penalty: 3436.554688
	Iteration 28F: 3 clusters Score -181649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Entering Unmasked Estep 
Score: -2452721.000000 Penalty: 2348.332520
	Iteration 0F: 2 clusters Score -2452721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2443255.750000 Penalty: 4696.665039
	Iteration 0F: 3 clusters Score -2443256 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2446144.000000 Penalty: 4696.665039
	Iteration 1F: 3 clusters Score -2446144 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2446444.750000 Penalty: 4696.665039
	Iteration 2F: 3 clusters Score -2446445 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2446657.000000 Penalty: 4696.665039
	Iteration 3Q: 3 clusters Score -2446657 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2446853.500000 Penalty: 4696.665039
	Iteration 4Q: 3 clusters Score -2446854 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2447060.750000 Penalty: 4696.665039
	Iteration 5Q: 3 clusters Score -2447061 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2447287.000000 Penalty: 4696.665039
	Iteration 6Q: 3 clusters Score -2447287 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2447531.250000 Penalty: 4696.665039
	Iteration 7Q: 3 clusters Score -2447531 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2447802.500000 Penalty: 4696.665039
	Iteration 8Q: 3 clusters Score -2447802 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2448076.000000 Penalty: 4696.665039
	Iteration 9Q: 3 clusters Score -2448076 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2448345.250000 Penalty: 4696.665039
	Iteration 10Q: 3 clusters Score -2448345 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2448586.000000 Penalty: 4696.665039
	Iteration 11Q: 3 clusters Score -2448586 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2448826.750000 Penalty: 4696.665039
	Iteration 12Q: 3 clusters Score -2448827 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2449016.250000 Penalty: 4696.665039
	Iteration 13Q: 3 clusters Score -2449016 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2449144.500000 Penalty: 4696.665039
	Iteration 14Q: 3 clusters Score -2449144 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2449241.000000 Penalty: 4696.665039
	Iteration 15Q: 3 clusters Score -2449241 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2449303.500000 Penalty: 4696.665039
	Iteration 16Q: 3 clusters Score -2449304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2449351.750000 Penalty: 4696.665039
	Iteration 17Q: 3 clusters Score -2449352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2449380.250000 Penalty: 4696.665039
	Iteration 18Q: 3 clusters Score -2449380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2449400.750000 Penalty: 4696.665039
	Iteration 19Q: 3 clusters Score -2449401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2449407.750000 Penalty: 4696.665039
	Iteration 20F: 3 clusters Score -2449408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2449417.000000 Penalty: 4696.665039
	Iteration 21Q: 3 clusters Score -2449417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2449418.500000 Penalty: 4696.665039
	Iteration 22Q: 3 clusters Score -2449418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2449427.750000 Penalty: 4696.665039
	Iteration 23Q: 3 clusters Score -2449428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2449428.000000 Penalty: 4696.665039
	Iteration 24Q: 3 clusters Score -2449428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2449427.750000 Penalty: 4696.665039
	Iteration 25Q: 3 clusters Score -2449428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2449429.750000 Penalty: 4696.665039
	Iteration 26Q: 3 clusters Score -2449430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2449430.500000 Penalty: 4696.665039
	Iteration 27Q: 3 clusters Score -2449430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2449432.000000 Penalty: 4696.665039
	Iteration 28Q: 3 clusters Score -2449432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2449432.000000 Penalty: 4696.665039
	Iteration 29F: 3 clusters Score -2449432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -225249.328125 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -225249.3 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 574 members 
Entering Unmasked Estep 
Score: -223218.828125 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -223218.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -223543.718750 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -223543.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -223672.468750 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -223672.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -223761.656250 Penalty: 3494.272949
	Iteration 3Q: 3 clusters Score -223761.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -223831.187500 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -223831.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223904.250000 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -223904.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -223946.515625 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -223946.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -223975.109375 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -223975.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -224003.156250 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -224003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -224022.468750 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -224022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -224039.156250 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -224039.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -224049.906250 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -224049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -224063.953125 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -224064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224079.968750 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -224080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -224108.875000 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -224108.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -224140.312500 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -224140.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224179.515625 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -224179.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -224219.984375 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -224220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -224261.234375 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -224261.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224290.937500 Penalty: 3494.272949
	Iteration 19Q: 3 clusters Score -224290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -224315.359375 Penalty: 3494.272949
	Iteration 20F: 3 clusters Score -224315.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -224345.546875 Penalty: 3494.272949
	Iteration 21Q: 3 clusters Score -224345.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -224373.015625 Penalty: 3494.272949
	Iteration 22Q: 3 clusters Score -224373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -224397.734375 Penalty: 3494.272949
	Iteration 23Q: 3 clusters Score -224397.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -224418.453125 Penalty: 3494.272949
	Iteration 24Q: 3 clusters Score -224418.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -224439.750000 Penalty: 3494.272949
	Iteration 25Q: 3 clusters Score -224439.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -224463.328125 Penalty: 3494.272949
	Iteration 26Q: 3 clusters Score -224463.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -224484.609375 Penalty: 3494.272949
	Iteration 27Q: 3 clusters Score -224484.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -224513.828125 Penalty: 3494.272949
	Iteration 28Q: 3 clusters Score -224513.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -224551.390625 Penalty: 3494.272949
	Iteration 29Q: 3 clusters Score -224551.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -224575.656250 Penalty: 3494.272949
	Iteration 30Q: 3 clusters Score -224575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -224592.875000 Penalty: 3494.272949
	Iteration 31Q: 3 clusters Score -224592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224606.359375 Penalty: 3494.272949
	Iteration 32Q: 3 clusters Score -224606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -224624.796875 Penalty: 3494.272949
	Iteration 33Q: 3 clusters Score -224624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224635.343750 Penalty: 3494.272949
	Iteration 34Q: 3 clusters Score -224635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -224642.453125 Penalty: 3494.272949
	Iteration 35Q: 3 clusters Score -224642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -224651.062500 Penalty: 3494.272949
	Iteration 36Q: 3 clusters Score -224651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -224666.125000 Penalty: 3494.272949
	Iteration 37Q: 3 clusters Score -224666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -224674.671875 Penalty: 3494.272949
	Iteration 38Q: 3 clusters Score -224674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224680.109375 Penalty: 3494.272949
	Iteration 39Q: 3 clusters Score -224680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -224688.984375 Penalty: 3494.272949
	Iteration 40F: 3 clusters Score -224689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -224696.218750 Penalty: 3494.272949
	Iteration 41Q: 3 clusters Score -224696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -224701.093750 Penalty: 3494.272949
	Iteration 42Q: 3 clusters Score -224701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -224707.546875 Penalty: 3494.272949
	Iteration 43Q: 3 clusters Score -224707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -224709.500000 Penalty: 3494.272949
	Iteration 44Q: 3 clusters Score -224709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -224709.500000 Penalty: 3494.272949
	Iteration 45F: 3 clusters Score -224709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Entering Unmasked Estep 
Score: -5038800.000000 Penalty: 2532.321045
	Iteration 0F: 2 clusters Score -5038800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5020455.500000 Penalty: 5064.642090
	Iteration 0F: 3 clusters Score -5020456 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5027001.000000 Penalty: 5064.642090
	Iteration 1F: 3 clusters Score -5027001 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5027410.500000 Penalty: 5064.642090
	Iteration 2Q: 3 clusters Score -5027410 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5027814.000000 Penalty: 5064.642090
	Iteration 3Q: 3 clusters Score -5027814 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5028183.000000 Penalty: 5064.642090
	Iteration 4Q: 3 clusters Score -5028183 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -5028514.500000 Penalty: 5064.642090
	Iteration 5Q: 3 clusters Score -5028514 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5028844.500000 Penalty: 5064.642090
	Iteration 6Q: 3 clusters Score -5028844 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5029171.000000 Penalty: 5064.642090
	Iteration 7Q: 3 clusters Score -5029171 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -5029589.000000 Penalty: 5064.642090
	Iteration 8Q: 3 clusters Score -5029589 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5030073.500000 Penalty: 5064.642090
	Iteration 9Q: 3 clusters Score -5030074 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5030698.000000 Penalty: 5064.642090
	Iteration 10Q: 3 clusters Score -5030698 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5031488.000000 Penalty: 5064.642090
	Iteration 11Q: 3 clusters Score -5031488 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -5032375.000000 Penalty: 5064.642090
	Iteration 12F: 3 clusters Score -5032375 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5033068.000000 Penalty: 5064.642090
	Iteration 13Q: 3 clusters Score -5033068 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5033487.500000 Penalty: 5064.642090
	Iteration 14Q: 3 clusters Score -5033488 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -5033702.000000 Penalty: 5064.642090
	Iteration 15Q: 3 clusters Score -5033702 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -5033790.500000 Penalty: 5064.642090
	Iteration 16Q: 3 clusters Score -5033790 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5033843.500000 Penalty: 5064.642090
	Iteration 17Q: 3 clusters Score -5033844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5033902.000000 Penalty: 5064.642090
	Iteration 18Q: 3 clusters Score -5033902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5033938.000000 Penalty: 5064.642090
	Iteration 19Q: 3 clusters Score -5033938 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5033954.000000 Penalty: 5064.642090
	Iteration 20F: 3 clusters Score -5033954 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5033974.500000 Penalty: 5064.642090
	Iteration 21Q: 3 clusters Score -5033974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -5034023.500000 Penalty: 5064.642090
	Iteration 22Q: 3 clusters Score -5034024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5034003.500000 Penalty: 5064.642090
	Iteration 23Q: 3 clusters Score -5034004 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5034017.000000 Penalty: 5064.642090
	Iteration 24Q: 3 clusters Score -5034017 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5034031.000000 Penalty: 5064.642090
	Iteration 25Q: 3 clusters Score -5034031 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -5034054.000000 Penalty: 5064.642090
	Iteration 26Q: 3 clusters Score -5034054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5034087.000000 Penalty: 5064.642090
	Iteration 27Q: 3 clusters Score -5034087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -5034090.500000 Penalty: 5064.642090
	Iteration 28Q: 3 clusters Score -5034090 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5034098.000000 Penalty: 5064.642090
	Iteration 29Q: 3 clusters Score -5034098 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5034137.000000 Penalty: 5064.642090
	Iteration 30Q: 3 clusters Score -5034137 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -5034166.000000 Penalty: 5064.642090
	Iteration 31Q: 3 clusters Score -5034166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5034183.500000 Penalty: 5064.642090
	Iteration 32Q: 3 clusters Score -5034184 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5034203.500000 Penalty: 5064.642090
	Iteration 33Q: 3 clusters Score -5034204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -5034211.500000 Penalty: 5064.642090
	Iteration 34Q: 3 clusters Score -5034212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -5034213.000000 Penalty: 5064.642090
	Iteration 35Q: 3 clusters Score -5034213 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -5034222.500000 Penalty: 5064.642090
	Iteration 36Q: 3 clusters Score -5034222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5034238.000000 Penalty: 5064.642090
	Iteration 37Q: 3 clusters Score -5034238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -5034249.500000 Penalty: 5064.642090
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5034258 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5034302 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5034304 nChanged 195
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Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5034349 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5034365 nChanged 220
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Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5034543 nChanged 228
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Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5034588 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5034604 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5034631 nChanged 196
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Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5034654 nChanged 208
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Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5034670 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5034702 nChanged 221
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Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5034744 nChanged 249
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Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5034775 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5034830 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5034876 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5034924 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5034978 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5035024 nChanged 237
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Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5035068 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5035102 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5035162 nChanged 237
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Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5035212 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5035281 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5035344 nChanged 285
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Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5035444 nChanged 271
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Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5035539 nChanged 252
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Mstep: Class 1 contains 23182 members 
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	Iteration 71Q: 3 clusters Score -5035586 nChanged 225
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Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5035674 nChanged 207
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Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5035730 nChanged 209
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Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5035805 nChanged 185
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Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5035872 nChanged 178
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Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5035918 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5035974 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5036032 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5036082 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5036135.500000 Penalty: 5064.642090
	Iteration 80F: 3 clusters Score -5036136 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5036180 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5036220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5036258 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5036277 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5036298 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5036304 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5036341 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5036381 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5036393 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5036419 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5036442.500000 Penalty: 5064.642090
	Iteration 91Q: 3 clusters Score -5036442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5036466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5036480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5036476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5036482.500000 Penalty: 5064.642090
	Iteration 95Q: 3 clusters Score -5036482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5036494.500000 Penalty: 5064.642090
	Iteration 96Q: 3 clusters Score -5036494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5036498 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5036496 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5036510 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5036517.000000 Penalty: 5064.642090
	Iteration 100F: 3 clusters Score -5036517 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5036527.500000 Penalty: 5064.642090
	Iteration 101Q: 3 clusters Score -5036528 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5036531 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5036534.500000 Penalty: 5064.642090
	Iteration 103Q: 3 clusters Score -5036534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5036550.000000 Penalty: 5064.642090
	Iteration 104Q: 3 clusters Score -5036550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5036562.500000 Penalty: 5064.642090
	Iteration 105Q: 3 clusters Score -5036562 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5036564.000000 Penalty: 5064.642090
	Iteration 106Q: 3 clusters Score -5036564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5036562 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5036568.500000 Penalty: 5064.642090
	Iteration 108Q: 3 clusters Score -5036568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5036574.500000 Penalty: 5064.642090
	Iteration 109Q: 3 clusters Score -5036574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5036582 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5036584.000000 Penalty: 5064.642090
	Iteration 111Q: 3 clusters Score -5036584 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5036590.500000 Penalty: 5064.642090
	Iteration 112Q: 3 clusters Score -5036590 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5036587.500000 Penalty: 5064.642090
	Iteration 113Q: 3 clusters Score -5036588 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5036585.500000 Penalty: 5064.642090
	Iteration 114Q: 3 clusters Score -5036586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5036589.000000 Penalty: 5064.642090
	Iteration 115Q: 3 clusters Score -5036589 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5036584 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5036595 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5036595 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5036591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5036592.500000 Penalty: 5064.642090
	Iteration 120F: 3 clusters Score -5036592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5036593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5036596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5036596 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5036595 nChanged 0
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Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
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	Iteration 125F: 3 clusters Score -5036595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14917 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2999035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2988380 nChanged 6408
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Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2991705 nChanged 894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2992075 nChanged 729
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2992366 nChanged 649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2992634.750000 Penalty: 4766.687500
	Iteration 4Q: 3 clusters Score -2992635 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2992934.250000 Penalty: 4766.687500
	Iteration 5Q: 3 clusters Score -2992934 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2993283.000000 Penalty: 4766.687500
	Iteration 6Q: 3 clusters Score -2993283 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2993732.750000 Penalty: 4766.687500
	Iteration 7F: 3 clusters Score -2993733 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2994263.000000 Penalty: 4766.687500
	Iteration 8F: 3 clusters Score -2994263 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2994808.500000 Penalty: 4766.687500
	Iteration 9F: 3 clusters Score -2994808 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2995373.500000 Penalty: 4766.687500
	Iteration 10Q: 3 clusters Score -2995374 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2995884.000000 Penalty: 4766.687500
	Iteration 11Q: 3 clusters Score -2995884 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2996256.500000 Penalty: 4766.687500
	Iteration 12Q: 3 clusters Score -2996256 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2996495.250000 Penalty: 4766.687500
	Iteration 13Q: 3 clusters Score -2996495 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2996650.750000 Penalty: 4766.687500
	Iteration 14Q: 3 clusters Score -2996651 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2996768.500000 Penalty: 4766.687500
	Iteration 15Q: 3 clusters Score -2996768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2996836.000000 Penalty: 4766.687500
	Iteration 16Q: 3 clusters Score -2996836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2996869.250000 Penalty: 4766.687500
	Iteration 17Q: 3 clusters Score -2996869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2996889.750000 Penalty: 4766.687500
	Iteration 18Q: 3 clusters Score -2996890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2996896.250000 Penalty: 4766.687500
	Iteration 19Q: 3 clusters Score -2996896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2996912.500000 Penalty: 4766.687500
	Iteration 20F: 3 clusters Score -2996912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2996918.750000 Penalty: 4766.687500
	Iteration 21Q: 3 clusters Score -2996919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2996924.000000 Penalty: 4766.687500
	Iteration 22Q: 3 clusters Score -2996924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2996926.250000 Penalty: 4766.687500
	Iteration 23Q: 3 clusters Score -2996926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2996931.250000 Penalty: 4766.687500
	Iteration 24Q: 3 clusters Score -2996931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2996936.750000 Penalty: 4766.687500
	Iteration 25Q: 3 clusters Score -2996937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2996942.000000 Penalty: 4766.687500
	Iteration 26Q: 3 clusters Score -2996942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2996943.500000 Penalty: 4766.687500
	Iteration 27Q: 3 clusters Score -2996944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2996949.750000 Penalty: 4766.687500
	Iteration 28Q: 3 clusters Score -2996950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2996952.500000 Penalty: 4766.687500
	Iteration 29Q: 3 clusters Score -2996952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2996956.500000 Penalty: 4766.687500
	Iteration 30Q: 3 clusters Score -2996956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2996953.750000 Penalty: 4766.687500
	Iteration 31Q: 3 clusters Score -2996954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2996957.000000 Penalty: 4766.687500
	Iteration 32Q: 3 clusters Score -2996957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2996963.250000 Penalty: 4766.687500
	Iteration 33Q: 3 clusters Score -2996963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2996967.750000 Penalty: 4766.687500
	Iteration 34Q: 3 clusters Score -2996968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2996971.750000 Penalty: 4766.687500
	Iteration 35Q: 3 clusters Score -2996972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2996969.750000 Penalty: 4766.687500
	Iteration 36Q: 3 clusters Score -2996970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2996969.750000 Penalty: 4766.687500
	Iteration 37F: 3 clusters Score -2996970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Entering Unmasked Estep 
Score: -3469754.000000 Penalty: 2418.054443
	Iteration 0F: 2 clusters Score -3469754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3457879.000000 Penalty: 4836.108887
	Iteration 0F: 3 clusters Score -3457879 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3461748.750000 Penalty: 4836.108887
	Iteration 1F: 3 clusters Score -3461749 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3462098.000000 Penalty: 4836.108887
	Iteration 2F: 3 clusters Score -3462098 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -3462386.250000 Penalty: 4836.108887
	Iteration 3Q: 3 clusters Score -3462386 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3462627.250000 Penalty: 4836.108887
	Iteration 4Q: 3 clusters Score -3462627 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3462872.250000 Penalty: 4836.108887
	Iteration 5Q: 3 clusters Score -3462872 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3463207.750000 Penalty: 4836.108887
	Iteration 6Q: 3 clusters Score -3463208 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3463654.000000 Penalty: 4836.108887
	Iteration 7Q: 3 clusters Score -3463654 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3464212.250000 Penalty: 4836.108887
	Iteration 8Q: 3 clusters Score -3464212 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3464841.250000 Penalty: 4836.108887
	Iteration 9Q: 3 clusters Score -3464841 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3465535.500000 Penalty: 4836.108887
	Iteration 10F: 3 clusters Score -3465536 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3466181.000000 Penalty: 4836.108887
	Iteration 11F: 3 clusters Score -3466181 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3466703.000000 Penalty: 4836.108887
	Iteration 12Q: 3 clusters Score -3466703 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3467068.250000 Penalty: 4836.108887
	Iteration 13Q: 3 clusters Score -3467068 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3467370.500000 Penalty: 4836.108887
	Iteration 14Q: 3 clusters Score -3467370 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3467593.000000 Penalty: 4836.108887
	Iteration 15Q: 3 clusters Score -3467593 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3467746.000000 Penalty: 4836.108887
	Iteration 16Q: 3 clusters Score -3467746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3467841.000000 Penalty: 4836.108887
	Iteration 17Q: 3 clusters Score -3467841 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3467913.000000 Penalty: 4836.108887
	Iteration 18Q: 3 clusters Score -3467913 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3467997.500000 Penalty: 4836.108887
	Iteration 19Q: 3 clusters Score -3467998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3468055.750000 Penalty: 4836.108887
	Iteration 20F: 3 clusters Score -3468056 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3468108.250000 Penalty: 4836.108887
	Iteration 21Q: 3 clusters Score -3468108 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3468127.250000 Penalty: 4836.108887
	Iteration 22Q: 3 clusters Score -3468127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3468152.750000 Penalty: 4836.108887
	Iteration 23Q: 3 clusters Score -3468153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3468174.000000 Penalty: 4836.108887
	Iteration 24Q: 3 clusters Score -3468174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3468195.250000 Penalty: 4836.108887
	Iteration 25Q: 3 clusters Score -3468195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3468201.500000 Penalty: 4836.108887
	Iteration 26Q: 3 clusters Score -3468202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -3468202.750000 Penalty: 4836.108887
	Iteration 27Q: 3 clusters Score -3468203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3468197.500000 Penalty: 4836.108887
	Iteration 28Q: 3 clusters Score -3468198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3468203.250000 Penalty: 4836.108887
	Iteration 29Q: 3 clusters Score -3468203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3468206.250000 Penalty: 4836.108887
	Iteration 30Q: 3 clusters Score -3468206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3468198.750000 Penalty: 4836.108887
	Iteration 31Q: 3 clusters Score -3468199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3468199.750000 Penalty: 4836.108887
	Iteration 32Q: 3 clusters Score -3468200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -3468200.250000 Penalty: 4836.108887
	Iteration 33Q: 3 clusters Score -3468200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -3468210.250000 Penalty: 4836.108887
	Iteration 34Q: 3 clusters Score -3468210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3468208.000000 Penalty: 4836.108887
	Iteration 35Q: 3 clusters Score -3468208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -3468212.750000 Penalty: 4836.108887
	Iteration 36Q: 3 clusters Score -3468213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3468212.250000 Penalty: 4836.108887
	Iteration 37Q: 3 clusters Score -3468212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3468215.000000 Penalty: 4836.108887
	Iteration 38Q: 3 clusters Score -3468215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3468218.500000 Penalty: 4836.108887
	Iteration 39Q: 3 clusters Score -3468218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3468217.750000 Penalty: 4836.108887
	Iteration 40F: 3 clusters Score -3468218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3468213.750000 Penalty: 4836.108887
	Iteration 41Q: 3 clusters Score -3468214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -3468215.250000 Penalty: 4836.108887
	Iteration 42Q: 3 clusters Score -3468215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3468218.500000 Penalty: 4836.108887
	Iteration 43Q: 3 clusters Score -3468218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3468219.000000 Penalty: 4836.108887
	Iteration 44Q: 3 clusters Score -3468219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3468220.000000 Penalty: 4836.108887
	Iteration 45Q: 3 clusters Score -3468220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3468220.750000 Penalty: 4836.108887
	Iteration 46Q: 3 clusters Score -3468221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3468224.500000 Penalty: 4836.108887
	Iteration 47Q: 3 clusters Score -3468224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -3468220.000000 Penalty: 4836.108887
	Iteration 48Q: 3 clusters Score -3468220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3468219.500000 Penalty: 4836.108887
	Iteration 49Q: 3 clusters Score -3468220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3468219.250000 Penalty: 4836.108887
	Iteration 50Q: 3 clusters Score -3468219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -3468217.750000 Penalty: 4836.108887
	Iteration 51Q: 3 clusters Score -3468218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3468218.000000 Penalty: 4836.108887
	Iteration 52Q: 3 clusters Score -3468218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3468218.000000 Penalty: 4836.108887
	Iteration 53F: 3 clusters Score -3468218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Entering Unmasked Estep 
Score: -5687273.500000 Penalty: 2558.350342
	Iteration 0F: 2 clusters Score -5687274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -5667091.500000 Penalty: 5116.700684
	Iteration 0F: 3 clusters Score -5667092 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5674452.000000 Penalty: 5116.700684
	Iteration 1F: 3 clusters Score -5674452 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5674940.000000 Penalty: 5116.700684
	Iteration 2Q: 3 clusters Score -5674940 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -5675335.500000 Penalty: 5116.700684
	Iteration 3Q: 3 clusters Score -5675336 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -5675752.500000 Penalty: 5116.700684
	Iteration 4Q: 3 clusters Score -5675752 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5676242.500000 Penalty: 5116.700684
	Iteration 5Q: 3 clusters Score -5676242 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5676816.500000 Penalty: 5116.700684
	Iteration 6Q: 3 clusters Score -5676816 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5677568.500000 Penalty: 5116.700684
	Iteration 7Q: 3 clusters Score -5677568 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5678510.500000 Penalty: 5116.700684
	Iteration 8F: 3 clusters Score -5678510 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5679630.000000 Penalty: 5116.700684
	Iteration 9F: 3 clusters Score -5679630 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5680784.500000 Penalty: 5116.700684
	Iteration 10F: 3 clusters Score -5680784 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5681975.500000 Penalty: 5116.700684
	Iteration 11F: 3 clusters Score -5681976 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5682899.500000 Penalty: 5116.700684
	Iteration 12Q: 3 clusters Score -5682900 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5683626.500000 Penalty: 5116.700684
	Iteration 13Q: 3 clusters Score -5683626 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5684079.500000 Penalty: 5116.700684
	Iteration 14Q: 3 clusters Score -5684080 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5684449.000000 Penalty: 5116.700684
	Iteration 15Q: 3 clusters Score -5684449 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5684694.500000 Penalty: 5116.700684
	Iteration 16Q: 3 clusters Score -5684694 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -5684868.000000 Penalty: 5116.700684
	Iteration 17Q: 3 clusters Score -5684868 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5684998.000000 Penalty: 5116.700684
	Iteration 18Q: 3 clusters Score -5684998 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -5685119.000000 Penalty: 5116.700684
	Iteration 19Q: 3 clusters Score -5685119 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -5685243.000000 Penalty: 5116.700684
	Iteration 20F: 3 clusters Score -5685243 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -5685333.500000 Penalty: 5116.700684
	Iteration 21Q: 3 clusters Score -5685334 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5685380.000000 Penalty: 5116.700684
	Iteration 22Q: 3 clusters Score -5685380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5685439.500000 Penalty: 5116.700684
	Iteration 23Q: 3 clusters Score -5685440 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5685462.000000 Penalty: 5116.700684
	Iteration 24Q: 3 clusters Score -5685462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5685480.500000 Penalty: 5116.700684
	Iteration 25Q: 3 clusters Score -5685480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5685507.000000 Penalty: 5116.700684
	Iteration 26Q: 3 clusters Score -5685507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5685530.500000 Penalty: 5116.700684
	Iteration 27Q: 3 clusters Score -5685530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5685542.000000 Penalty: 5116.700684
	Iteration 28Q: 3 clusters Score -5685542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -5685533.500000 Penalty: 5116.700684
	Iteration 29Q: 3 clusters Score -5685534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -5685548.000000 Penalty: 5116.700684
	Iteration 30Q: 3 clusters Score -5685548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5685539.500000 Penalty: 5116.700684
	Iteration 31Q: 3 clusters Score -5685540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -5685544.000000 Penalty: 5116.700684
	Iteration 32Q: 3 clusters Score -5685544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5685551.000000 Penalty: 5116.700684
	Iteration 33Q: 3 clusters Score -5685551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5685539.500000 Penalty: 5116.700684
	Iteration 34Q: 3 clusters Score -5685540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5685539.000000 Penalty: 5116.700684
	Iteration 35Q: 3 clusters Score -5685539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -5685542.000000 Penalty: 5116.700684
	Iteration 36Q: 3 clusters Score -5685542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -5685542.500000 Penalty: 5116.700684
	Iteration 37Q: 3 clusters Score -5685542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5685548.000000 Penalty: 5116.700684
	Iteration 38Q: 3 clusters Score -5685548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5685541.000000 Penalty: 5116.700684
	Iteration 39Q: 3 clusters Score -5685541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5685546.000000 Penalty: 5116.700684
	Iteration 40F: 3 clusters Score -5685546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5685546.000000 Penalty: 5116.700684
	Iteration 41Q: 3 clusters Score -5685546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -5685553.500000 Penalty: 5116.700684
	Iteration 42Q: 3 clusters Score -5685554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5685561.500000 Penalty: 5116.700684
	Iteration 43Q: 3 clusters Score -5685562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5685564.500000 Penalty: 5116.700684
	Iteration 44Q: 3 clusters Score -5685564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5685563.500000 Penalty: 5116.700684
	Iteration 45Q: 3 clusters Score -5685564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5685562.500000 Penalty: 5116.700684
	Iteration 46Q: 3 clusters Score -5685562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -5685561.000000 Penalty: 5116.700684
	Iteration 47Q: 3 clusters Score -5685561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 5116.700684
	Iteration 48Q: 3 clusters Score -5685566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5685561.000000 Penalty: 5116.700684
	Iteration 49Q: 3 clusters Score -5685561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -5685561.000000 Penalty: 5116.700684
	Iteration 50Q: 3 clusters Score -5685561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -5685558.000000 Penalty: 5116.700684
	Iteration 51Q: 3 clusters Score -5685558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5685562.000000 Penalty: 5116.700684
	Iteration 52Q: 3 clusters Score -5685562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5685568.000000 Penalty: 5116.700684
	Iteration 53Q: 3 clusters Score -5685568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5685563.500000 Penalty: 5116.700684
	Iteration 54Q: 3 clusters Score -5685564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -5685561.000000 Penalty: 5116.700684
	Iteration 55Q: 3 clusters Score -5685561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5685559.000000 Penalty: 5116.700684
	Iteration 56Q: 3 clusters Score -5685559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5685560.500000 Penalty: 5116.700684
	Iteration 57Q: 3 clusters Score -5685560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 5116.700684
	Iteration 58Q: 3 clusters Score -5685566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5685567.500000 Penalty: 5116.700684
	Iteration 59Q: 3 clusters Score -5685568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5685560.000000 Penalty: 5116.700684
	Iteration 60F: 3 clusters Score -5685560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5685567.500000 Penalty: 5116.700684
	Iteration 61Q: 3 clusters Score -5685568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5685569.500000 Penalty: 5116.700684
	Iteration 62Q: 3 clusters Score -5685570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 5116.700684
	Iteration 63Q: 3 clusters Score -5685566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -5685564.000000 Penalty: 5116.700684
	Iteration 64Q: 3 clusters Score -5685564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5685558.000000 Penalty: 5116.700684
	Iteration 65Q: 3 clusters Score -5685558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 5116.700684
	Iteration 66Q: 3 clusters Score -5685566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -5685565.500000 Penalty: 5116.700684
	Iteration 67Q: 3 clusters Score -5685566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -5685567.500000 Penalty: 5116.700684
	Iteration 68Q: 3 clusters Score -5685568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5685568.500000 Penalty: 5116.700684
	Iteration 69Q: 3 clusters Score -5685568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5685557.500000 Penalty: 5116.700684
	Iteration 70Q: 3 clusters Score -5685558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5685562.000000 Penalty: 5116.700684
	Iteration 71Q: 3 clusters Score -5685562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5685562.000000 Penalty: 5116.700684
	Iteration 72F: 3 clusters Score -5685562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -125334.304688 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -125334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -123616.570312 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -123616.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -123969.445312 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -123969.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124146.593750 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -124146.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124268.687500 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -124268.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124335.289062 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -124335.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124394.234375 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -124394.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124426.476562 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -124426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124448.460938 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -124448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124457.351562 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -124457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124471.421875 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -124471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124475.718750 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -124475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124477.257812 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -124477.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124477.257812 Penalty: 3291.429688
	Iteration 12F: 3 clusters Score -124477.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Entering Unmasked Estep 
Score: -7045802.500000 Penalty: 2613.798096
	Iteration 0F: 2 clusters Score -7045802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -7021094.500000 Penalty: 5227.596191
	Iteration 0F: 3 clusters Score -7021094 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -7030728.000000 Penalty: 5227.596191
	Iteration 1F: 3 clusters Score -7030728 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -7031242.000000 Penalty: 5227.596191
	Iteration 2Q: 3 clusters Score -7031242 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -7031682.000000 Penalty: 5227.596191
	Iteration 3Q: 3 clusters Score -7031682 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -7032249.500000 Penalty: 5227.596191
	Iteration 4Q: 3 clusters Score -7032250 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -7033058.000000 Penalty: 5227.596191
	Iteration 5Q: 3 clusters Score -7033058 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -7034291.000000 Penalty: 5227.596191
	Iteration 6F: 3 clusters Score -7034291 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -7035992.500000 Penalty: 5227.596191
	Iteration 7F: 3 clusters Score -7035992 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -7038010.000000 Penalty: 5227.596191
	Iteration 8F: 3 clusters Score -7038010 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7039944.000000 Penalty: 5227.596191
	Iteration 9F: 3 clusters Score -7039944 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7041326.500000 Penalty: 5227.596191
	Iteration 10Q: 3 clusters Score -7041326 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7042210.000000 Penalty: 5227.596191
	Iteration 11Q: 3 clusters Score -7042210 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7042742.000000 Penalty: 5227.596191
	Iteration 12Q: 3 clusters Score -7042742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7043010.000000 Penalty: 5227.596191
	Iteration 13Q: 3 clusters Score -7043010 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7043147.500000 Penalty: 5227.596191
	Iteration 14Q: 3 clusters Score -7043148 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7043247.000000 Penalty: 5227.596191
	Iteration 15Q: 3 clusters Score -7043247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7043323.000000 Penalty: 5227.596191
	Iteration 16Q: 3 clusters Score -7043323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7043368.500000 Penalty: 5227.596191
	Iteration 17Q: 3 clusters Score -7043368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7043384.500000 Penalty: 5227.596191
	Iteration 18Q: 3 clusters Score -7043384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7043406.000000 Penalty: 5227.596191
	Iteration 19Q: 3 clusters Score -7043406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7043429.000000 Penalty: 5227.596191
	Iteration 20F: 3 clusters Score -7043429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7043447.500000 Penalty: 5227.596191
	Iteration 21Q: 3 clusters Score -7043448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7043459.000000 Penalty: 5227.596191
	Iteration 22Q: 3 clusters Score -7043459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7043461.000000 Penalty: 5227.596191
	Iteration 23Q: 3 clusters Score -7043461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7043460.000000 Penalty: 5227.596191
	Iteration 24Q: 3 clusters Score -7043460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7043463.000000 Penalty: 5227.596191
	Iteration 25Q: 3 clusters Score -7043463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7043465.500000 Penalty: 5227.596191
	Iteration 26Q: 3 clusters Score -7043466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7043460.500000 Penalty: 5227.596191
	Iteration 27Q: 3 clusters Score -7043460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7043469.000000 Penalty: 5227.596191
	Iteration 28Q: 3 clusters Score -7043469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7043469.000000 Penalty: 5227.596191
	Iteration 29F: 3 clusters Score -7043469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Entering Unmasked Estep 
Score: -4558869.000000 Penalty: 2481.655518
	Iteration 0F: 2 clusters Score -4558869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4545415.500000 Penalty: 4963.311035
	Iteration 0F: 3 clusters Score -4545416 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4550759.500000 Penalty: 4963.311035
	Iteration 1F: 3 clusters Score -4550760 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4551163.500000 Penalty: 4963.311035
	Iteration 2F: 3 clusters Score -4551164 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4551496.000000 Penalty: 4963.311035
	Iteration 3Q: 3 clusters Score -4551496 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4551792.500000 Penalty: 4963.311035
	Iteration 4Q: 3 clusters Score -4551792 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -4552170.500000 Penalty: 4963.311035
	Iteration 5Q: 3 clusters Score -4552170 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4552550.000000 Penalty: 4963.311035
	Iteration 6Q: 3 clusters Score -4552550 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4552941.000000 Penalty: 4963.311035
	Iteration 7Q: 3 clusters Score -4552941 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4553466.000000 Penalty: 4963.311035
	Iteration 8Q: 3 clusters Score -4553466 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -4553921.000000 Penalty: 4963.311035
	Iteration 9Q: 3 clusters Score -4553921 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4554374.000000 Penalty: 4963.311035
	Iteration 10Q: 3 clusters Score -4554374 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -4554715.500000 Penalty: 4963.311035
	Iteration 11Q: 3 clusters Score -4554716 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -4555066.000000 Penalty: 4963.311035
	Iteration 12Q: 3 clusters Score -4555066 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4555349.500000 Penalty: 4963.311035
	Iteration 13Q: 3 clusters Score -4555350 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4555649.000000 Penalty: 4963.311035
	Iteration 14Q: 3 clusters Score -4555649 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4555873.000000 Penalty: 4963.311035
	Iteration 15Q: 3 clusters Score -4555873 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4556030.000000 Penalty: 4963.311035
	Iteration 16Q: 3 clusters Score -4556030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4556154.000000 Penalty: 4963.311035
	Iteration 17Q: 3 clusters Score -4556154 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4556292.500000 Penalty: 4963.311035
	Iteration 18Q: 3 clusters Score -4556292 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4556418.000000 Penalty: 4963.311035
	Iteration 19Q: 3 clusters Score -4556418 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4556507.000000 Penalty: 4963.311035
	Iteration 20F: 3 clusters Score -4556507 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4556572.000000 Penalty: 4963.311035
	Iteration 21Q: 3 clusters Score -4556572 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4556647.000000 Penalty: 4963.311035
	Iteration 22Q: 3 clusters Score -4556647 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4556693.000000 Penalty: 4963.311035
	Iteration 23Q: 3 clusters Score -4556693 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4556731.500000 Penalty: 4963.311035
	Iteration 24Q: 3 clusters Score -4556732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4556778.500000 Penalty: 4963.311035
	Iteration 25Q: 3 clusters Score -4556778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4556824.000000 Penalty: 4963.311035
	Iteration 26Q: 3 clusters Score -4556824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4556859.500000 Penalty: 4963.311035
	Iteration 27Q: 3 clusters Score -4556860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4556886.500000 Penalty: 4963.311035
	Iteration 28Q: 3 clusters Score -4556886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4556905.500000 Penalty: 4963.311035
	Iteration 29Q: 3 clusters Score -4556906 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4556933.500000 Penalty: 4963.311035
	Iteration 30Q: 3 clusters Score -4556934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4556950.500000 Penalty: 4963.311035
	Iteration 31Q: 3 clusters Score -4556950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4556978.500000 Penalty: 4963.311035
	Iteration 32Q: 3 clusters Score -4556978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4556988.500000 Penalty: 4963.311035
	Iteration 33Q: 3 clusters Score -4556988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4556991.000000 Penalty: 4963.311035
	Iteration 34Q: 3 clusters Score -4556991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4556996.500000 Penalty: 4963.311035
	Iteration 35Q: 3 clusters Score -4556996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4557004.000000 Penalty: 4963.311035
	Iteration 36Q: 3 clusters Score -4557004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4557007.000000 Penalty: 4963.311035
	Iteration 37Q: 3 clusters Score -4557007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4557016.500000 Penalty: 4963.311035
	Iteration 38Q: 3 clusters Score -4557016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4557020.500000 Penalty: 4963.311035
	Iteration 39Q: 3 clusters Score -4557020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4557021.000000 Penalty: 4963.311035
	Iteration 40F: 3 clusters Score -4557021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4557019.500000 Penalty: 4963.311035
	Iteration 41Q: 3 clusters Score -4557020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4557017.500000 Penalty: 4963.311035
	Iteration 42Q: 3 clusters Score -4557018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4557021.500000 Penalty: 4963.311035
	Iteration 43Q: 3 clusters Score -4557022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4557020.500000 Penalty: 4963.311035
	Iteration 44Q: 3 clusters Score -4557020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4557019.000000 Penalty: 4963.311035
	Iteration 45Q: 3 clusters Score -4557019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4557025.500000 Penalty: 4963.311035
	Iteration 46Q: 3 clusters Score -4557026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4557026.500000 Penalty: 4963.311035
	Iteration 47Q: 3 clusters Score -4557026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4557020.500000 Penalty: 4963.311035
	Iteration 48Q: 3 clusters Score -4557020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4557022.500000 Penalty: 4963.311035
	Iteration 49Q: 3 clusters Score -4557022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4557030.500000 Penalty: 4963.311035
	Iteration 50Q: 3 clusters Score -4557030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4557033.000000 Penalty: 4963.311035
	Iteration 51Q: 3 clusters Score -4557033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4557031.000000 Penalty: 4963.311035
	Iteration 52Q: 3 clusters Score -4557031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4557035.000000 Penalty: 4963.311035
	Iteration 53Q: 3 clusters Score -4557035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4557032.000000 Penalty: 4963.311035
	Iteration 54Q: 3 clusters Score -4557032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4557030.000000 Penalty: 4963.311035
	Iteration 55Q: 3 clusters Score -4557030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4557031.500000 Penalty: 4963.311035
	Iteration 56Q: 3 clusters Score -4557032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4557029.500000 Penalty: 4963.311035
	Iteration 57Q: 3 clusters Score -4557030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4557029.500000 Penalty: 4963.311035
	Iteration 58F: 3 clusters Score -4557030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Entering Unmasked Estep 
Score: -6210415.000000 Penalty: 2573.507812
	Iteration 0F: 2 clusters Score -6210415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -6190887.500000 Penalty: 5147.015625
	Iteration 0F: 3 clusters Score -6190888 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -6198655.000000 Penalty: 5147.015625
	Iteration 1F: 3 clusters Score -6198655 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -6199110.000000 Penalty: 5147.015625
	Iteration 2Q: 3 clusters Score -6199110 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6199463.000000 Penalty: 5147.015625
	Iteration 3Q: 3 clusters Score -6199463 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -6199794.500000 Penalty: 5147.015625
	Iteration 4Q: 3 clusters Score -6199794 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -6200044.000000 Penalty: 5147.015625
	Iteration 5Q: 3 clusters Score -6200044 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6200352.500000 Penalty: 5147.015625
	Iteration 6Q: 3 clusters Score -6200352 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -6200733.500000 Penalty: 5147.015625
	Iteration 7Q: 3 clusters Score -6200734 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -6201160.000000 Penalty: 5147.015625
	Iteration 8Q: 3 clusters Score -6201160 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -6201757.000000 Penalty: 5147.015625
	Iteration 9Q: 3 clusters Score -6201757 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6202533.500000 Penalty: 5147.015625
	Iteration 10Q: 3 clusters Score -6202534 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -6203560.000000 Penalty: 5147.015625
	Iteration 11Q: 3 clusters Score -6203560 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6204538.500000 Penalty: 5147.015625
	Iteration 12F: 3 clusters Score -6204538 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -6205260.000000 Penalty: 5147.015625
	Iteration 13Q: 3 clusters Score -6205260 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -6205633.000000 Penalty: 5147.015625
	Iteration 14Q: 3 clusters Score -6205633 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -6205791.000000 Penalty: 5147.015625
	Iteration 15Q: 3 clusters Score -6205791 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -6205880.500000 Penalty: 5147.015625
	Iteration 16Q: 3 clusters Score -6205880 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -6205947.500000 Penalty: 5147.015625
	Iteration 17Q: 3 clusters Score -6205948 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -6205992.500000 Penalty: 5147.015625
	Iteration 18Q: 3 clusters Score -6205992 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -6206071.000000 Penalty: 5147.015625
	Iteration 19Q: 3 clusters Score -6206071 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -6206133.000000 Penalty: 5147.015625
	Iteration 20F: 3 clusters Score -6206133 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -6206188.000000 Penalty: 5147.015625
	Iteration 21Q: 3 clusters Score -6206188 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -6206253.500000 Penalty: 5147.015625
	Iteration 22Q: 3 clusters Score -6206254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -6206350.500000 Penalty: 5147.015625
	Iteration 23Q: 3 clusters Score -6206350 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -6206404.000000 Penalty: 5147.015625
	Iteration 24Q: 3 clusters Score -6206404 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -6206489.500000 Penalty: 5147.015625
	Iteration 25Q: 3 clusters Score -6206490 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -6206544.500000 Penalty: 5147.015625
	Iteration 26Q: 3 clusters Score -6206544 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -6206643.500000 Penalty: 5147.015625
	Iteration 27Q: 3 clusters Score -6206644 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -6206711.500000 Penalty: 5147.015625
	Iteration 28Q: 3 clusters Score -6206712 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -6206799.500000 Penalty: 5147.015625
	Iteration 29Q: 3 clusters Score -6206800 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6206859.500000 Penalty: 5147.015625
	Iteration 30Q: 3 clusters Score -6206860 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -6206947.000000 Penalty: 5147.015625
	Iteration 31Q: 3 clusters Score -6206947 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6206981.500000 Penalty: 5147.015625
	Iteration 32Q: 3 clusters Score -6206982 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -6207054.500000 Penalty: 5147.015625
	Iteration 33Q: 3 clusters Score -6207054 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -6207094.000000 Penalty: 5147.015625
	Iteration 34Q: 3 clusters Score -6207094 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -6207151.500000 Penalty: 5147.015625
	Iteration 35Q: 3 clusters Score -6207152 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -6207212.000000 Penalty: 5147.015625
	Iteration 36Q: 3 clusters Score -6207212 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6207293.500000 Penalty: 5147.015625
	Iteration 37Q: 3 clusters Score -6207294 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -6207362.500000 Penalty: 5147.015625
	Iteration 38Q: 3 clusters Score -6207362 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -6207442.500000 Penalty: 5147.015625
	Iteration 39Q: 3 clusters Score -6207442 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6207616.500000 Penalty: 5147.015625
	Iteration 40F: 3 clusters Score -6207616 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -6207772.000000 Penalty: 5147.015625
	Iteration 41Q: 3 clusters Score -6207772 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6207897.000000 Penalty: 5147.015625
	Iteration 42Q: 3 clusters Score -6207897 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -6207985.500000 Penalty: 5147.015625
	Iteration 43Q: 3 clusters Score -6207986 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6208086.000000 Penalty: 5147.015625
	Iteration 44Q: 3 clusters Score -6208086 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6208135.000000 Penalty: 5147.015625
	Iteration 45Q: 3 clusters Score -6208135 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6208146.500000 Penalty: 5147.015625
	Iteration 46Q: 3 clusters Score -6208146 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6208217.500000 Penalty: 5147.015625
	Iteration 47Q: 3 clusters Score -6208218 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6208250.500000 Penalty: 5147.015625
	Iteration 48Q: 3 clusters Score -6208250 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6208233.500000 Penalty: 5147.015625
	Iteration 49Q: 3 clusters Score -6208234 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -6208220.500000 Penalty: 5147.015625
	Iteration 50Q: 3 clusters Score -6208220 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6208257.500000 Penalty: 5147.015625
	Iteration 51Q: 3 clusters Score -6208258 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -6208243.000000 Penalty: 5147.015625
	Iteration 52Q: 3 clusters Score -6208243 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -6208214.000000 Penalty: 5147.015625
	Iteration 53Q: 3 clusters Score -6208214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6208219.500000 Penalty: 5147.015625
	Iteration 54Q: 3 clusters Score -6208220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6208229.000000 Penalty: 5147.015625
	Iteration 55Q: 3 clusters Score -6208229 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -6208242.500000 Penalty: 5147.015625
	Iteration 56Q: 3 clusters Score -6208242 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6208243.000000 Penalty: 5147.015625
	Iteration 57Q: 3 clusters Score -6208243 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -6208261.000000 Penalty: 5147.015625
	Iteration 58Q: 3 clusters Score -6208261 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6208266.000000 Penalty: 5147.015625
	Iteration 59Q: 3 clusters Score -6208266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6208280.000000 Penalty: 5147.015625
	Iteration 60F: 3 clusters Score -6208280 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -6208268.500000 Penalty: 5147.015625
	Iteration 61Q: 3 clusters Score -6208268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6208280.500000 Penalty: 5147.015625
	Iteration 62Q: 3 clusters Score -6208280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6208277.500000 Penalty: 5147.015625
	Iteration 63Q: 3 clusters Score -6208278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -6208268.000000 Penalty: 5147.015625
	Iteration 64Q: 3 clusters Score -6208268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -6208277.500000 Penalty: 5147.015625
	Iteration 65Q: 3 clusters Score -6208278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6208292.000000 Penalty: 5147.015625
	Iteration 66Q: 3 clusters Score -6208292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -6208283.500000 Penalty: 5147.015625
	Iteration 67Q: 3 clusters Score -6208284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -6208283.000000 Penalty: 5147.015625
	Iteration 68Q: 3 clusters Score -6208283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6208275.500000 Penalty: 5147.015625
	Iteration 69Q: 3 clusters Score -6208276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -6208289.000000 Penalty: 5147.015625
	Iteration 70Q: 3 clusters Score -6208289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -6208278.000000 Penalty: 5147.015625
	Iteration 71Q: 3 clusters Score -6208278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -6208278.500000 Penalty: 5147.015625
	Iteration 72Q: 3 clusters Score -6208278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -6208277.000000 Penalty: 5147.015625
	Iteration 73Q: 3 clusters Score -6208277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -6208289.000000 Penalty: 5147.015625
	Iteration 74Q: 3 clusters Score -6208289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -6208296.500000 Penalty: 5147.015625
	Iteration 75Q: 3 clusters Score -6208296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -6208293.500000 Penalty: 5147.015625
	Iteration 76Q: 3 clusters Score -6208294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6208297.500000 Penalty: 5147.015625
	Iteration 77Q: 3 clusters Score -6208298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6208296.000000 Penalty: 5147.015625
	Iteration 78Q: 3 clusters Score -6208296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6208290.000000 Penalty: 5147.015625
	Iteration 79Q: 3 clusters Score -6208290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -6208293.500000 Penalty: 5147.015625
	Iteration 80F: 3 clusters Score -6208294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6208296.000000 Penalty: 5147.015625
	Iteration 81Q: 3 clusters Score -6208296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6208297.000000 Penalty: 5147.015625
	Iteration 82Q: 3 clusters Score -6208297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -6208291.000000 Penalty: 5147.015625
	Iteration 83Q: 3 clusters Score -6208291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -6208304.000000 Penalty: 5147.015625
	Iteration 84Q: 3 clusters Score -6208304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6208303.500000 Penalty: 5147.015625
	Iteration 85Q: 3 clusters Score -6208304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -6208305.000000 Penalty: 5147.015625
	Iteration 86Q: 3 clusters Score -6208305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6208314.500000 Penalty: 5147.015625
	Iteration 87Q: 3 clusters Score -6208314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -6208312.500000 Penalty: 5147.015625
	Iteration 88Q: 3 clusters Score -6208312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -6208312.000000 Penalty: 5147.015625
	Iteration 89Q: 3 clusters Score -6208312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -6208311.000000 Penalty: 5147.015625
	Iteration 90Q: 3 clusters Score -6208311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -6208311.000000 Penalty: 5147.015625
	Iteration 91F: 3 clusters Score -6208311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -35431.625000 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -35431.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34585.179688 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -34585.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34751.441406 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -34751.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34811.523438 Penalty: 2705.839355
	Iteration 2F: 3 clusters Score -34811.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34871.585938 Penalty: 2705.839355
	Iteration 3F: 3 clusters Score -34871.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34878.933594 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -34878.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34887.910156 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -34887.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34893.464844 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -34893.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34893.464844 Penalty: 2705.839355
	Iteration 7F: 3 clusters Score -34893.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (30729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Entering Unmasked Estep 
Score: -5968247.000000 Penalty: 2562.574707
	Iteration 0F: 2 clusters Score -5968247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5949094.000000 Penalty: 5125.149414
	Iteration 0F: 3 clusters Score -5949094 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5956610.500000 Penalty: 5125.149414
	Iteration 1F: 3 clusters Score -5956610 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5957063.000000 Penalty: 5125.149414
	Iteration 2Q: 3 clusters Score -5957063 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5957529.000000 Penalty: 5125.149414
	Iteration 3Q: 3 clusters Score -5957529 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5958074.000000 Penalty: 5125.149414
	Iteration 4Q: 3 clusters Score -5958074 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -5958778.500000 Penalty: 5125.149414
	Iteration 5Q: 3 clusters Score -5958778 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5959730.000000 Penalty: 5125.149414
	Iteration 6F: 3 clusters Score -5959730 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -5961283.500000 Penalty: 5125.149414
	Iteration 7F: 3 clusters Score -5961284 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -5962948.500000 Penalty: 5125.149414
	Iteration 8F: 3 clusters Score -5962948 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5964256.000000 Penalty: 5125.149414
	Iteration 9F: 3 clusters Score -5964256 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5965123.500000 Penalty: 5125.149414
	Iteration 10Q: 3 clusters Score -5965124 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5965519.000000 Penalty: 5125.149414
	Iteration 11Q: 3 clusters Score -5965519 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -5965732.500000 Penalty: 5125.149414
	Iteration 12Q: 3 clusters Score -5965732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -5965894.500000 Penalty: 5125.149414
	Iteration 13Q: 3 clusters Score -5965894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5965983.500000 Penalty: 5125.149414
	Iteration 14Q: 3 clusters Score -5965984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5966026.500000 Penalty: 5125.149414
	Iteration 15Q: 3 clusters Score -5966026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5966047.000000 Penalty: 5125.149414
	Iteration 16Q: 3 clusters Score -5966047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -5966073.000000 Penalty: 5125.149414
	Iteration 17Q: 3 clusters Score -5966073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5966069.500000 Penalty: 5125.149414
	Iteration 18Q: 3 clusters Score -5966070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -5966075.000000 Penalty: 5125.149414
	Iteration 19Q: 3 clusters Score -5966075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -5966087.000000 Penalty: 5125.149414
	Iteration 20F: 3 clusters Score -5966087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -5966095.500000 Penalty: 5125.149414
	Iteration 21Q: 3 clusters Score -5966096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5966090.500000 Penalty: 5125.149414
	Iteration 22Q: 3 clusters Score -5966090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -5966093.500000 Penalty: 5125.149414
	Iteration 23Q: 3 clusters Score -5966094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5966096.500000 Penalty: 5125.149414
	Iteration 24Q: 3 clusters Score -5966096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5966103.000000 Penalty: 5125.149414
	Iteration 25Q: 3 clusters Score -5966103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -5966101.000000 Penalty: 5125.149414
	Iteration 26Q: 3 clusters Score -5966101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5966101.500000 Penalty: 5125.149414
	Iteration 27Q: 3 clusters Score -5966102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -5966101.500000 Penalty: 5125.149414
	Iteration 28F: 3 clusters Score -5966102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Entering Unmasked Estep 
Score: -4648747.500000 Penalty: 2485.187012
	Iteration 0F: 2 clusters Score -4648748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4635703.500000 Penalty: 4970.374023
	Iteration 0F: 3 clusters Score -4635704 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4640955.500000 Penalty: 4970.374023
	Iteration 1F: 3 clusters Score -4640956 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4641266.500000 Penalty: 4970.374023
	Iteration 2Q: 3 clusters Score -4641266 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -4641530.500000 Penalty: 4970.374023
	Iteration 3Q: 3 clusters Score -4641530 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4641717.500000 Penalty: 4970.374023
	Iteration 4Q: 3 clusters Score -4641718 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4641846.500000 Penalty: 4970.374023
	Iteration 5Q: 3 clusters Score -4641846 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4641968.500000 Penalty: 4970.374023
	Iteration 6Q: 3 clusters Score -4641968 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -4642094.000000 Penalty: 4970.374023
	Iteration 7Q: 3 clusters Score -4642094 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4642197.500000 Penalty: 4970.374023
	Iteration 8Q: 3 clusters Score -4642198 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4642328.000000 Penalty: 4970.374023
	Iteration 9Q: 3 clusters Score -4642328 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4642439.000000 Penalty: 4970.374023
	Iteration 10Q: 3 clusters Score -4642439 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -4642602.500000 Penalty: 4970.374023
	Iteration 11Q: 3 clusters Score -4642602 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4642789.500000 Penalty: 4970.374023
	Iteration 12Q: 3 clusters Score -4642790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4642954.000000 Penalty: 4970.374023
	Iteration 13Q: 3 clusters Score -4642954 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4643120.500000 Penalty: 4970.374023
	Iteration 14Q: 3 clusters Score -4643120 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4643267.000000 Penalty: 4970.374023
	Iteration 15Q: 3 clusters Score -4643267 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4643398.500000 Penalty: 4970.374023
	Iteration 16Q: 3 clusters Score -4643398 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4643550.500000 Penalty: 4970.374023
	Iteration 17Q: 3 clusters Score -4643550 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4643713.000000 Penalty: 4970.374023
	Iteration 18Q: 3 clusters Score -4643713 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4643861.500000 Penalty: 4970.374023
	Iteration 19Q: 3 clusters Score -4643862 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -4644073.000000 Penalty: 4970.374023
	Iteration 20F: 3 clusters Score -4644073 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4644246.500000 Penalty: 4970.374023
	Iteration 21Q: 3 clusters Score -4644246 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4644498.000000 Penalty: 4970.374023
	Iteration 22Q: 3 clusters Score -4644498 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -4644731.000000 Penalty: 4970.374023
	Iteration 23Q: 3 clusters Score -4644731 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4644929.500000 Penalty: 4970.374023
	Iteration 24Q: 3 clusters Score -4644930 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4644967.000000 Penalty: 4970.374023
	Iteration 25Q: 3 clusters Score -4644967 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4644897.500000 Penalty: 4970.374023
	Iteration 26Q: 3 clusters Score -4644898 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4644725.500000 Penalty: 4970.374023
	Iteration 27Q: 3 clusters Score -4644726 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -4644717.000000 Penalty: 4970.374023
	Iteration 28Q: 3 clusters Score -4644717 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4644771.000000 Penalty: 4970.374023
	Iteration 29Q: 3 clusters Score -4644771 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -4644778.500000 Penalty: 4970.374023
	Iteration 30Q: 3 clusters Score -4644778 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4644800.000000 Penalty: 4970.374023
	Iteration 31Q: 3 clusters Score -4644800 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4644915.500000 Penalty: 4970.374023
	Iteration 32Q: 3 clusters Score -4644916 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4644988.500000 Penalty: 4970.374023
	Iteration 33Q: 3 clusters Score -4644988 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4645015.500000 Penalty: 4970.374023
	Iteration 34Q: 3 clusters Score -4645016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4645048.000000 Penalty: 4970.374023
	Iteration 35Q: 3 clusters Score -4645048 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4644985.500000 Penalty: 4970.374023
	Iteration 36Q: 3 clusters Score -4644986 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4644996.500000 Penalty: 4970.374023
	Iteration 37Q: 3 clusters Score -4644996 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4644991.000000 Penalty: 4970.374023
	Iteration 38Q: 3 clusters Score -4644991 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4644998.000000 Penalty: 4970.374023
	Iteration 39Q: 3 clusters Score -4644998 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4645082.500000 Penalty: 4970.374023
	Iteration 40F: 3 clusters Score -4645082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4645094.500000 Penalty: 4970.374023
	Iteration 41Q: 3 clusters Score -4645094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4645091.500000 Penalty: 4970.374023
	Iteration 42Q: 3 clusters Score -4645092 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4645119.500000 Penalty: 4970.374023
	Iteration 43Q: 3 clusters Score -4645120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4645145.000000 Penalty: 4970.374023
	Iteration 44Q: 3 clusters Score -4645145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4645133.000000 Penalty: 4970.374023
	Iteration 45Q: 3 clusters Score -4645133 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4645164.500000 Penalty: 4970.374023
	Iteration 46Q: 3 clusters Score -4645164 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4645128.500000 Penalty: 4970.374023
	Iteration 47Q: 3 clusters Score -4645128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4645135.500000 Penalty: 4970.374023
	Iteration 48Q: 3 clusters Score -4645136 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4645164.500000 Penalty: 4970.374023
	Iteration 49Q: 3 clusters Score -4645164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4645158.500000 Penalty: 4970.374023
	Iteration 50Q: 3 clusters Score -4645158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4645118.000000 Penalty: 4970.374023
	Iteration 51Q: 3 clusters Score -4645118 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4645139.500000 Penalty: 4970.374023
	Iteration 52Q: 3 clusters Score -4645140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4645107.500000 Penalty: 4970.374023
	Iteration 53Q: 3 clusters Score -4645108 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -4645105.500000 Penalty: 4970.374023
	Iteration 54Q: 3 clusters Score -4645106 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4645120.500000 Penalty: 4970.374023
	Iteration 55Q: 3 clusters Score -4645120 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4645082.000000 Penalty: 4970.374023
	Iteration 56Q: 3 clusters Score -4645082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4645012.500000 Penalty: 4970.374023
	Iteration 57Q: 3 clusters Score -4645012 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4645006.000000 Penalty: 4970.374023
	Iteration 58Q: 3 clusters Score -4645006 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -4645085.000000 Penalty: 4970.374023
	Iteration 59Q: 3 clusters Score -4645085 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4645113.500000 Penalty: 4970.374023
	Iteration 60F: 3 clusters Score -4645114 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -4645082.000000 Penalty: 4970.374023
	Iteration 61Q: 3 clusters Score -4645082 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4646682.500000 Penalty: 4970.374023
	Iteration 155Q: 3 clusters Score -4646682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4646683.000000 Penalty: 4970.374023
	Iteration 156Q: 3 clusters Score -4646683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4646683.000000 Penalty: 4970.374023
	Iteration 157F: 3 clusters Score -4646683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Entering Unmasked Estep 
Score: -6237604.000000 Penalty: 2579.692871
	Iteration 0F: 2 clusters Score -6237604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -6216917.000000 Penalty: 5159.385742
	Iteration 0F: 3 clusters Score -6216917 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -6225086.000000 Penalty: 5159.385742
	Iteration 1F: 3 clusters Score -6225086 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -6225467.000000 Penalty: 5159.385742
	Iteration 2Q: 3 clusters Score -6225467 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6225802.000000 Penalty: 5159.385742
	Iteration 3Q: 3 clusters Score -6225802 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -6226128.500000 Penalty: 5159.385742
	Iteration 4Q: 3 clusters Score -6226128 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -6226462.500000 Penalty: 5159.385742
	Iteration 5Q: 3 clusters Score -6226462 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -6226903.500000 Penalty: 5159.385742
	Iteration 6Q: 3 clusters Score -6226904 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -6227547.500000 Penalty: 5159.385742
	Iteration 7Q: 3 clusters Score -6227548 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -6228502.000000 Penalty: 5159.385742
	Iteration 8F: 3 clusters Score -6228502 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -6230057.500000 Penalty: 5159.385742
	Iteration 9F: 3 clusters Score -6230058 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -6231991.500000 Penalty: 5159.385742
	Iteration 10F: 3 clusters Score -6231992 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -6233845.000000 Penalty: 5159.385742
	Iteration 11F: 3 clusters Score -6233845 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -6235105.500000 Penalty: 5159.385742
	Iteration 12F: 3 clusters Score -6235106 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6235728.500000 Penalty: 5159.385742
	Iteration 13Q: 3 clusters Score -6235728 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -6235944.000000 Penalty: 5159.385742
	Iteration 14Q: 3 clusters Score -6235944 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6235989.500000 Penalty: 5159.385742
	Iteration 15Q: 3 clusters Score -6235990 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6235969.000000 Penalty: 5159.385742
	Iteration 16Q: 3 clusters Score -6235969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6235974.500000 Penalty: 5159.385742
	Iteration 17Q: 3 clusters Score -6235974 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6235964.500000 Penalty: 5159.385742
	Iteration 18Q: 3 clusters Score -6235964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6235968.500000 Penalty: 5159.385742
	Iteration 19Q: 3 clusters Score -6235968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6235953.000000 Penalty: 5159.385742
	Iteration 20F: 3 clusters Score -6235953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6235957.000000 Penalty: 5159.385742
	Iteration 21Q: 3 clusters Score -6235957 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6235940.000000 Penalty: 5159.385742
	Iteration 22Q: 3 clusters Score -6235940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6235944.000000 Penalty: 5159.385742
	Iteration 23Q: 3 clusters Score -6235944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6235941.500000 Penalty: 5159.385742
	Iteration 24Q: 3 clusters Score -6235942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6235943.000000 Penalty: 5159.385742
	Iteration 25Q: 3 clusters Score -6235943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6235940.000000 Penalty: 5159.385742
	Iteration 26Q: 3 clusters Score -6235940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6235941.000000 Penalty: 5159.385742
	Iteration 27Q: 3 clusters Score -6235941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6235936.000000 Penalty: 5159.385742
	Iteration 28Q: 3 clusters Score -6235936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6235933.000000 Penalty: 5159.385742
	Iteration 29Q: 3 clusters Score -6235933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6235925.000000 Penalty: 5159.385742
	Iteration 30Q: 3 clusters Score -6235925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6235926.500000 Penalty: 5159.385742
	Iteration 31Q: 3 clusters Score -6235926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6235923.000000 Penalty: 5159.385742
	Iteration 32Q: 3 clusters Score -6235923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6235925.000000 Penalty: 5159.385742
	Iteration 33Q: 3 clusters Score -6235925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6235934.500000 Penalty: 5159.385742
	Iteration 34Q: 3 clusters Score -6235934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6235932.500000 Penalty: 5159.385742
	Iteration 35Q: 3 clusters Score -6235932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6235932.000000 Penalty: 5159.385742
	Iteration 36Q: 3 clusters Score -6235932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6235926.000000 Penalty: 5159.385742
	Iteration 37Q: 3 clusters Score -6235926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6235927.500000 Penalty: 5159.385742
	Iteration 38Q: 3 clusters Score -6235928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6235926.000000 Penalty: 5159.385742
	Iteration 39Q: 3 clusters Score -6235926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6235919.000000 Penalty: 5159.385742
	Iteration 40F: 3 clusters Score -6235919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6235921.000000 Penalty: 5159.385742
	Iteration 41Q: 3 clusters Score -6235921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6235922.500000 Penalty: 5159.385742
	Iteration 42Q: 3 clusters Score -6235922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6235922.500000 Penalty: 5159.385742
	Iteration 43F: 3 clusters Score -6235922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -36842.312500 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -36842.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35727.132812 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -35727.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35792.949219 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -35792.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35809.773438 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -35809.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35829.410156 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -35829.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35833.847656 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -35833.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35833.847656 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -35833.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -406798.718750 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -406798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -404047.437500 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -404047.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -404635.218750 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -404635.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -405008.843750 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -405008.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -405359.031250 Penalty: 3824.484131
	Iteration 3F: 3 clusters Score -405359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405627.562500 Penalty: 3824.484131
	Iteration 4F: 3 clusters Score -405627.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -405899.437500 Penalty: 3824.484131
	Iteration 5F: 3 clusters Score -405899.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -406154.343750 Penalty: 3824.484131
	Iteration 6F: 3 clusters Score -406154.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -406339.125000 Penalty: 3824.484131
	Iteration 7F: 3 clusters Score -406339.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -406471.250000 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -406471.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -406525.312500 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -406525.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -406555.156250 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -406555.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -406575.125000 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -406575.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -406591.156250 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -406591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -406611.437500 Penalty: 3824.484131
	Iteration 13Q: 3 clusters Score -406611.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -406623.687500 Penalty: 3824.484131
	Iteration 14Q: 3 clusters Score -406623.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -406641.531250 Penalty: 3824.484131
	Iteration 15Q: 3 clusters Score -406641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -406653.468750 Penalty: 3824.484131
	Iteration 16Q: 3 clusters Score -406653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -406673.468750 Penalty: 3824.484131
	Iteration 17Q: 3 clusters Score -406673.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -406679.281250 Penalty: 3824.484131
	Iteration 18Q: 3 clusters Score -406679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -406679.125000 Penalty: 3824.484131
	Iteration 19Q: 3 clusters Score -406679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -406679.968750 Penalty: 3824.484131
	Iteration 20F: 3 clusters Score -406680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406684.000000 Penalty: 3824.484131
	Iteration 21Q: 3 clusters Score -406684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406684.750000 Penalty: 3824.484131
	Iteration 22Q: 3 clusters Score -406684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406684.750000 Penalty: 3824.484131
	Iteration 23F: 3 clusters Score -406684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (44836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Entering Unmasked Estep 
Score: -8373693.500000 Penalty: 2656.270264
	Iteration 0F: 2 clusters Score -8373694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8345023.000000 Penalty: 5312.540527
	Iteration 0F: 3 clusters Score -8345023 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8356410.000000 Penalty: 5312.540527
	Iteration 1F: 3 clusters Score -8356410 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -8357175.500000 Penalty: 5312.540527
	Iteration 2Q: 3 clusters Score -8357176 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -8358144.000000 Penalty: 5312.540527
	Iteration 3Q: 3 clusters Score -8358144 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -8359128.000000 Penalty: 5312.540527
	Iteration 4Q: 3 clusters Score -8359128 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -8360358.500000 Penalty: 5312.540527
	Iteration 5F: 3 clusters Score -8360358 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -8361809.500000 Penalty: 5312.540527
	Iteration 6F: 3 clusters Score -8361810 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -8363379.500000 Penalty: 5312.540527
	Iteration 7F: 3 clusters Score -8363380 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -8364976.500000 Penalty: 5312.540527
	Iteration 8F: 3 clusters Score -8364976 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8366375.000000 Penalty: 5312.540527
	Iteration 9Q: 3 clusters Score -8366375 nChanged 1778
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 9888 members 
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Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 9420 members 
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	Iteration 11Q: 3 clusters Score -8367988 nChanged 974
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Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 9104 members 
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	Iteration 12Q: 3 clusters Score -8368311 nChanged 647
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Mstep: Class 2 contains 8685 members 
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Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 8531 members 
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	Iteration 18Q: 3 clusters Score -8368789 nChanged 168
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8368782 nChanged 171
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	Iteration 20F: 3 clusters Score -8368833 nChanged 156
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Mstep: Class 2 contains 7651 members 
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	Iteration 26Q: 3 clusters Score -8369048 nChanged 146
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	Iteration 27Q: 3 clusters Score -8369071 nChanged 120
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Mstep: Class 1 contains 37918 members 
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	Iteration 28Q: 3 clusters Score -8369106 nChanged 125
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	Iteration 29Q: 3 clusters Score -8369136 nChanged 122
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Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 6711 members 
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	Iteration 30Q: 3 clusters Score -8369154 nChanged 129
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	Iteration 33Q: 3 clusters Score -8369280 nChanged 120
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Score: -8371039.000000 Penalty: 5312.540527
	Iteration 101Q: 3 clusters Score -8371039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8371047.500000 Penalty: 5312.540527
	Iteration 102Q: 3 clusters Score -8371048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8371050.000000 Penalty: 5312.540527
	Iteration 103Q: 3 clusters Score -8371050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8371050.000000 Penalty: 5312.540527
	Iteration 104Q: 3 clusters Score -8371050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8371073.000000 Penalty: 5312.540527
	Iteration 105Q: 3 clusters Score -8371073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8371077.000000 Penalty: 5312.540527
	Iteration 106Q: 3 clusters Score -8371077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8371077.500000 Penalty: 5312.540527
	Iteration 107Q: 3 clusters Score -8371078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8371081.500000 Penalty: 5312.540527
	Iteration 108Q: 3 clusters Score -8371082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8371087.500000 Penalty: 5312.540527
	Iteration 109Q: 3 clusters Score -8371088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8371083.500000 Penalty: 5312.540527
	Iteration 110Q: 3 clusters Score -8371084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8371085.500000 Penalty: 5312.540527
	Iteration 111Q: 3 clusters Score -8371086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8371082.500000 Penalty: 5312.540527
	Iteration 112Q: 3 clusters Score -8371082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8371077.000000 Penalty: 5312.540527
	Iteration 113Q: 3 clusters Score -8371077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8371077.500000 Penalty: 5312.540527
	Iteration 114Q: 3 clusters Score -8371078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8371096.000000 Penalty: 5312.540527
	Iteration 115Q: 3 clusters Score -8371096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8371102.000000 Penalty: 5312.540527
	Iteration 116Q: 3 clusters Score -8371102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8371099.000000 Penalty: 5312.540527
	Iteration 117Q: 3 clusters Score -8371099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8371094.000000 Penalty: 5312.540527
	Iteration 118Q: 3 clusters Score -8371094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8371099.000000 Penalty: 5312.540527
	Iteration 119Q: 3 clusters Score -8371099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8371109.500000 Penalty: 5312.540527
	Iteration 120F: 3 clusters Score -8371110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8371109.000000 Penalty: 5312.540527
	Iteration 121Q: 3 clusters Score -8371109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8371104.000000 Penalty: 5312.540527
	Iteration 122Q: 3 clusters Score -8371104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8371116.500000 Penalty: 5312.540527
	Iteration 123Q: 3 clusters Score -8371116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8371107.500000 Penalty: 5312.540527
	Iteration 124Q: 3 clusters Score -8371108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8371127.000000 Penalty: 5312.540527
	Iteration 125Q: 3 clusters Score -8371127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8371130.500000 Penalty: 5312.540527
	Iteration 126Q: 3 clusters Score -8371130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8371128.500000 Penalty: 5312.540527
	Iteration 127Q: 3 clusters Score -8371128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8371137.500000 Penalty: 5312.540527
	Iteration 128Q: 3 clusters Score -8371138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8371142.500000 Penalty: 5312.540527
	Iteration 129Q: 3 clusters Score -8371142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8371142.000000 Penalty: 5312.540527
	Iteration 130Q: 3 clusters Score -8371142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8371140.500000 Penalty: 5312.540527
	Iteration 131Q: 3 clusters Score -8371140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8371140.000000 Penalty: 5312.540527
	Iteration 132Q: 3 clusters Score -8371140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8371140.000000 Penalty: 5312.540527
	Iteration 133F: 3 clusters Score -8371140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Entering Unmasked Estep 
Score: -5434618.500000 Penalty: 2525.321289
	Iteration 0F: 2 clusters Score -5434618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5419920.500000 Penalty: 5050.642578
	Iteration 0F: 3 clusters Score -5419920 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -5426160.500000 Penalty: 5050.642578
	Iteration 1F: 3 clusters Score -5426160 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -5426484.000000 Penalty: 5050.642578
	Iteration 2Q: 3 clusters Score -5426484 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5426746.500000 Penalty: 5050.642578
	Iteration 3Q: 3 clusters Score -5426746 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5426962.000000 Penalty: 5050.642578
	Iteration 4Q: 3 clusters Score -5426962 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5427203.000000 Penalty: 5050.642578
	Iteration 5Q: 3 clusters Score -5427203 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5427397.000000 Penalty: 5050.642578
	Iteration 6Q: 3 clusters Score -5427397 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5427673.500000 Penalty: 5050.642578
	Iteration 7Q: 3 clusters Score -5427674 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -5428022.000000 Penalty: 5050.642578
	Iteration 8F: 3 clusters Score -5428022 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -5428635.500000 Penalty: 5050.642578
	Iteration 9F: 3 clusters Score -5428636 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5429625.500000 Penalty: 5050.642578
	Iteration 10F: 3 clusters Score -5429626 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5430698.000000 Penalty: 5050.642578
	Iteration 11F: 3 clusters Score -5430698 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5431565.500000 Penalty: 5050.642578
	Iteration 12F: 3 clusters Score -5431566 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5431817.000000 Penalty: 5050.642578
	Iteration 13F: 3 clusters Score -5431817 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -5431592.500000 Penalty: 5050.642578
	Iteration 14Q: 3 clusters Score -5431592 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -5431250.500000 Penalty: 5050.642578
	Iteration 15Q: 3 clusters Score -5431250 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -5430964.000000 Penalty: 5050.642578
	Iteration 16Q: 3 clusters Score -5430964 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -5430772.000000 Penalty: 5050.642578
	Iteration 17Q: 3 clusters Score -5430772 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5430613.000000 Penalty: 5050.642578
	Iteration 18Q: 3 clusters Score -5430613 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5430531.000000 Penalty: 5050.642578
	Iteration 19Q: 3 clusters Score -5430531 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5430437.000000 Penalty: 5050.642578
	Iteration 20F: 3 clusters Score -5430437 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5430332.500000 Penalty: 5050.642578
	Iteration 21Q: 3 clusters Score -5430332 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5430270.000000 Penalty: 5050.642578
	Iteration 22Q: 3 clusters Score -5430270 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -5430247.500000 Penalty: 5050.642578
	Iteration 23Q: 3 clusters Score -5430248 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -5430237.500000 Penalty: 5050.642578
	Iteration 24Q: 3 clusters Score -5430238 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -5430189.000000 Penalty: 5050.642578
	Iteration 25Q: 3 clusters Score -5430189 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5430155.500000 Penalty: 5050.642578
	Iteration 26Q: 3 clusters Score -5430156 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5430137.000000 Penalty: 5050.642578
	Iteration 27Q: 3 clusters Score -5430137 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5430150.000000 Penalty: 5050.642578
	Iteration 28Q: 3 clusters Score -5430150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -5430151.000000 Penalty: 5050.642578
	Iteration 29Q: 3 clusters Score -5430151 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5430164.000000 Penalty: 5050.642578
	Iteration 30Q: 3 clusters Score -5430164 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5430165.500000 Penalty: 5050.642578
	Iteration 31Q: 3 clusters Score -5430166 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -5430154.000000 Penalty: 5050.642578
	Iteration 32Q: 3 clusters Score -5430154 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5430147.000000 Penalty: 5050.642578
	Iteration 33Q: 3 clusters Score -5430147 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5430128.000000 Penalty: 5050.642578
	Iteration 34Q: 3 clusters Score -5430128 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -5430115.500000 Penalty: 5050.642578
	Iteration 35Q: 3 clusters Score -5430116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -5430106.500000 Penalty: 5050.642578
	Iteration 36Q: 3 clusters Score -5430106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5430113.500000 Penalty: 5050.642578
	Iteration 37Q: 3 clusters Score -5430114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5430149.000000 Penalty: 5050.642578
	Iteration 38Q: 3 clusters Score -5430149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -5430153.000000 Penalty: 5050.642578
	Iteration 39Q: 3 clusters Score -5430153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -5430178.000000 Penalty: 5050.642578
	Iteration 40F: 3 clusters Score -5430178 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -5430161.000000 Penalty: 5050.642578
	Iteration 41Q: 3 clusters Score -5430161 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5430202.500000 Penalty: 5050.642578
	Iteration 42Q: 3 clusters Score -5430202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -5430233.500000 Penalty: 5050.642578
	Iteration 43Q: 3 clusters Score -5430234 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5430275.500000 Penalty: 5050.642578
	Iteration 44Q: 3 clusters Score -5430276 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -5430295.000000 Penalty: 5050.642578
	Iteration 45Q: 3 clusters Score -5430295 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5430352.500000 Penalty: 5050.642578
	Iteration 46Q: 3 clusters Score -5430352 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5430425.000000 Penalty: 5050.642578
	Iteration 47Q: 3 clusters Score -5430425 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5430536.000000 Penalty: 5050.642578
	Iteration 48Q: 3 clusters Score -5430536 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5430657.000000 Penalty: 5050.642578
	Iteration 49Q: 3 clusters Score -5430657 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -5430720.000000 Penalty: 5050.642578
	Iteration 50Q: 3 clusters Score -5430720 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5430816.500000 Penalty: 5050.642578
	Iteration 51Q: 3 clusters Score -5430816 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5430904.500000 Penalty: 5050.642578
	Iteration 52Q: 3 clusters Score -5430904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5430994.000000 Penalty: 5050.642578
	Iteration 53Q: 3 clusters Score -5430994 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5431085.500000 Penalty: 5050.642578
	Iteration 54Q: 3 clusters Score -5431086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -5431154.000000 Penalty: 5050.642578
	Iteration 55Q: 3 clusters Score -5431154 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5431225.000000 Penalty: 5050.642578
	Iteration 56Q: 3 clusters Score -5431225 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5431303.500000 Penalty: 5050.642578
	Iteration 57Q: 3 clusters Score -5431304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5431332.000000 Penalty: 5050.642578
	Iteration 58Q: 3 clusters Score -5431332 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -5431373.500000 Penalty: 5050.642578
	Iteration 59Q: 3 clusters Score -5431374 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -5431515.000000 Penalty: 5050.642578
	Iteration 60F: 3 clusters Score -5431515 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -5431641.500000 Penalty: 5050.642578
	Iteration 61Q: 3 clusters Score -5431642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5431764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5431876 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5431988.500000 Penalty: 5050.642578
	Iteration 64Q: 3 clusters Score -5431988 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -5432141.000000 Penalty: 5050.642578
	Iteration 65Q: 3 clusters Score -5432141 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5432306 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5432421.500000 Penalty: 5050.642578
	Iteration 67Q: 3 clusters Score -5432422 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -5432533.500000 Penalty: 5050.642578
	Iteration 68Q: 3 clusters Score -5432534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -5432648.500000 Penalty: 5050.642578
	Iteration 69Q: 3 clusters Score -5432648 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5432752.500000 Penalty: 5050.642578
	Iteration 70Q: 3 clusters Score -5432752 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -5432833.000000 Penalty: 5050.642578
	Iteration 71Q: 3 clusters Score -5432833 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -5432941.500000 Penalty: 5050.642578
	Iteration 72Q: 3 clusters Score -5432942 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -5433028.500000 Penalty: 5050.642578
	Iteration 73Q: 3 clusters Score -5433028 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -5433117.500000 Penalty: 5050.642578
	Iteration 74Q: 3 clusters Score -5433118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5433198.000000 Penalty: 5050.642578
	Iteration 75Q: 3 clusters Score -5433198 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5433268.500000 Penalty: 5050.642578
	Iteration 76Q: 3 clusters Score -5433268 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5433329.000000 Penalty: 5050.642578
	Iteration 77Q: 3 clusters Score -5433329 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5433393.500000 Penalty: 5050.642578
	Iteration 78Q: 3 clusters Score -5433394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5433451.000000 Penalty: 5050.642578
	Iteration 79Q: 3 clusters Score -5433451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -5433492.000000 Penalty: 5050.642578
	Iteration 80F: 3 clusters Score -5433492 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5433524.000000 Penalty: 5050.642578
	Iteration 81Q: 3 clusters Score -5433524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5433561.500000 Penalty: 5050.642578
	Iteration 82Q: 3 clusters Score -5433562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5433562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5433587.500000 Penalty: 5050.642578
	Iteration 84Q: 3 clusters Score -5433588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -5433613.000000 Penalty: 5050.642578
	Iteration 85Q: 3 clusters Score -5433613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5433629.000000 Penalty: 5050.642578
	Iteration 86Q: 3 clusters Score -5433629 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5433628.500000 Penalty: 5050.642578
	Iteration 87Q: 3 clusters Score -5433628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5433652.500000 Penalty: 5050.642578
	Iteration 88Q: 3 clusters Score -5433652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5433673.500000 Penalty: 5050.642578
	Iteration 89Q: 3 clusters Score -5433674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5433665.500000 Penalty: 5050.642578
	Iteration 90Q: 3 clusters Score -5433666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5433679.500000 Penalty: 5050.642578
	Iteration 91Q: 3 clusters Score -5433680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5433681.500000 Penalty: 5050.642578
	Iteration 92Q: 3 clusters Score -5433682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -5433682.500000 Penalty: 5050.642578
	Iteration 93Q: 3 clusters Score -5433682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -5433672.000000 Penalty: 5050.642578
	Iteration 94Q: 3 clusters Score -5433672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5433680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5433685.000000 Penalty: 5050.642578
	Iteration 96Q: 3 clusters Score -5433685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -5433683.500000 Penalty: 5050.642578
	Iteration 97Q: 3 clusters Score -5433684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -5433673.500000 Penalty: 5050.642578
	Iteration 98Q: 3 clusters Score -5433674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5433668.500000 Penalty: 5050.642578
	Iteration 99Q: 3 clusters Score -5433668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5433667.000000 Penalty: 5050.642578
	Iteration 100F: 3 clusters Score -5433667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5433663.500000 Penalty: 5050.642578
	Iteration 101Q: 3 clusters Score -5433664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5433667.500000 Penalty: 5050.642578
	Iteration 102Q: 3 clusters Score -5433668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5433660.000000 Penalty: 5050.642578
	Iteration 103Q: 3 clusters Score -5433660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5433671.500000 Penalty: 5050.642578
	Iteration 104Q: 3 clusters Score -5433672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5433677.500000 Penalty: 5050.642578
	Iteration 105Q: 3 clusters Score -5433678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5433676.500000 Penalty: 5050.642578
	Iteration 106Q: 3 clusters Score -5433676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5433674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -5433672.000000 Penalty: 5050.642578
	Iteration 108Q: 3 clusters Score -5433672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -5433665.000000 Penalty: 5050.642578
	Iteration 109Q: 3 clusters Score -5433665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5433665.500000 Penalty: 5050.642578
	Iteration 110Q: 3 clusters Score -5433666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5433655.000000 Penalty: 5050.642578
	Iteration 111Q: 3 clusters Score -5433655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5433661.000000 Penalty: 5050.642578
	Iteration 112Q: 3 clusters Score -5433661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5433661.500000 Penalty: 5050.642578
	Iteration 113Q: 3 clusters Score -5433662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5433663.000000 Penalty: 5050.642578
	Iteration 114Q: 3 clusters Score -5433663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -5433661.500000 Penalty: 5050.642578
	Iteration 115Q: 3 clusters Score -5433662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5433660.500000 Penalty: 5050.642578
	Iteration 116Q: 3 clusters Score -5433660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5433658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5433658.000000 Penalty: 5050.642578
	Iteration 118F: 3 clusters Score -5433658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24250 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -4971928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4956940.500000 Penalty: 5007.701660
	Iteration 0F: 3 clusters Score -4956940 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4962731 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4963105 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4963456 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4963787 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4964078.500000 Penalty: 5007.701660
	Iteration 5Q: 3 clusters Score -4964078 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4964398.500000 Penalty: 5007.701660
	Iteration 6Q: 3 clusters Score -4964398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -4964736.000000 Penalty: 5007.701660
	Iteration 7Q: 3 clusters Score -4964736 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -4965089.000000 Penalty: 5007.701660
	Iteration 8Q: 3 clusters Score -4965089 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4965451.000000 Penalty: 5007.701660
	Iteration 9Q: 3 clusters Score -4965451 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4965813.000000 Penalty: 5007.701660
	Iteration 10Q: 3 clusters Score -4965813 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4966178.000000 Penalty: 5007.701660
	Iteration 11Q: 3 clusters Score -4966178 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4966567.500000 Penalty: 5007.701660
	Iteration 12Q: 3 clusters Score -4966568 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -4967044.500000 Penalty: 5007.701660
	Iteration 13Q: 3 clusters Score -4967044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4967463.500000 Penalty: 5007.701660
	Iteration 14Q: 3 clusters Score -4967464 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4967840.000000 Penalty: 5007.701660
	Iteration 15Q: 3 clusters Score -4967840 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4968076.500000 Penalty: 5007.701660
	Iteration 16Q: 3 clusters Score -4968076 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4968270.500000 Penalty: 5007.701660
	Iteration 17Q: 3 clusters Score -4968270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4968537.000000 Penalty: 5007.701660
	Iteration 18Q: 3 clusters Score -4968537 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4968790.000000 Penalty: 5007.701660
	Iteration 19Q: 3 clusters Score -4968790 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4969041.500000 Penalty: 5007.701660
	Iteration 20F: 3 clusters Score -4969042 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4969316.000000 Penalty: 5007.701660
	Iteration 21Q: 3 clusters Score -4969316 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4969570.000000 Penalty: 5007.701660
	Iteration 22Q: 3 clusters Score -4969570 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4969689.000000 Penalty: 5007.701660
	Iteration 23Q: 3 clusters Score -4969689 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4969790.000000 Penalty: 5007.701660
	Iteration 24Q: 3 clusters Score -4969790 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4969873.000000 Penalty: 5007.701660
	Iteration 25Q: 3 clusters Score -4969873 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4969865.500000 Penalty: 5007.701660
	Iteration 26Q: 3 clusters Score -4969866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4969830.500000 Penalty: 5007.701660
	Iteration 27Q: 3 clusters Score -4969830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4969865.000000 Penalty: 5007.701660
	Iteration 28Q: 3 clusters Score -4969865 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4969833.000000 Penalty: 5007.701660
	Iteration 29Q: 3 clusters Score -4969833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -4969869.000000 Penalty: 5007.701660
	Iteration 30Q: 3 clusters Score -4969869 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4969851.500000 Penalty: 5007.701660
	Iteration 31Q: 3 clusters Score -4969852 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -4969846.000000 Penalty: 5007.701660
	Iteration 32Q: 3 clusters Score -4969846 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4969885.500000 Penalty: 5007.701660
	Iteration 33Q: 3 clusters Score -4969886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4969895.000000 Penalty: 5007.701660
	Iteration 34Q: 3 clusters Score -4969895 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -4969874.000000 Penalty: 5007.701660
	Iteration 35Q: 3 clusters Score -4969874 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4969817.000000 Penalty: 5007.701660
	Iteration 36Q: 3 clusters Score -4969817 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4969837.000000 Penalty: 5007.701660
	Iteration 37Q: 3 clusters Score -4969837 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4969857.000000 Penalty: 5007.701660
	Iteration 38Q: 3 clusters Score -4969857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4969879.500000 Penalty: 5007.701660
	Iteration 39Q: 3 clusters Score -4969880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4969865.500000 Penalty: 5007.701660
	Iteration 40F: 3 clusters Score -4969866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4969852.500000 Penalty: 5007.701660
	Iteration 41Q: 3 clusters Score -4969852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4969846.000000 Penalty: 5007.701660
	Iteration 42Q: 3 clusters Score -4969846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4969845.000000 Penalty: 5007.701660
	Iteration 43Q: 3 clusters Score -4969845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4969818.500000 Penalty: 5007.701660
	Iteration 44Q: 3 clusters Score -4969818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -4969817.500000 Penalty: 5007.701660
	Iteration 45Q: 3 clusters Score -4969818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4969820.000000 Penalty: 5007.701660
	Iteration 46Q: 3 clusters Score -4969820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4969813.500000 Penalty: 5007.701660
	Iteration 47Q: 3 clusters Score -4969814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4969823.500000 Penalty: 5007.701660
	Iteration 48Q: 3 clusters Score -4969824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4969826.500000 Penalty: 5007.701660
	Iteration 49Q: 3 clusters Score -4969826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4969811.000000 Penalty: 5007.701660
	Iteration 50Q: 3 clusters Score -4969811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4969804.000000 Penalty: 5007.701660
	Iteration 51Q: 3 clusters Score -4969804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -4969811.000000 Penalty: 5007.701660
	Iteration 52Q: 3 clusters Score -4969811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4969809.000000 Penalty: 5007.701660
	Iteration 53Q: 3 clusters Score -4969809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4969803.000000 Penalty: 5007.701660
	Iteration 54Q: 3 clusters Score -4969803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -4969807.500000 Penalty: 5007.701660
	Iteration 55Q: 3 clusters Score -4969808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4969815.000000 Penalty: 5007.701660
	Iteration 56Q: 3 clusters Score -4969815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -4969815.000000 Penalty: 5007.701660
	Iteration 57F: 3 clusters Score -4969815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -410482.343750 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -410482.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -407685.625000 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -407685.6 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -408236.406250 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -408236.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -408427.031250 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -408427 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -408568.531250 Penalty: 3836.558105
	Iteration 3F: 3 clusters Score -408568.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408670.156250 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -408670.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -408741.000000 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -408741 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408800.718750 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -408800.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -408867.000000 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -408867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -408932.500000 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -408932.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -408978.375000 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -408978.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -409030.968750 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -409031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -409076.437500 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -409076.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -409115.375000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -409115.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -409165.156250 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -409165.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -409218.125000 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -409218.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -409259.031250 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -409259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409283.218750 Penalty: 3836.558105
	Iteration 16Q: 3 clusters Score -409283.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -409298.218750 Penalty: 3836.558105
	Iteration 17Q: 3 clusters Score -409298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -409307.156250 Penalty: 3836.558105
	Iteration 18Q: 3 clusters Score -409307.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -409312.312500 Penalty: 3836.558105
	Iteration 19Q: 3 clusters Score -409312.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -409318.687500 Penalty: 3836.558105
	Iteration 20F: 3 clusters Score -409318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409324.343750 Penalty: 3836.558105
	Iteration 21Q: 3 clusters Score -409324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -409331.437500 Penalty: 3836.558105
	Iteration 22Q: 3 clusters Score -409331.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -409336.750000 Penalty: 3836.558105
	Iteration 23Q: 3 clusters Score -409336.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -409338.625000 Penalty: 3836.558105
	Iteration 24Q: 3 clusters Score -409338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -409341.812500 Penalty: 3836.558105
	Iteration 25Q: 3 clusters Score -409341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -409342.968750 Penalty: 3836.558105
	Iteration 26Q: 3 clusters Score -409343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -409342.968750 Penalty: 3836.558105
	Iteration 27F: 3 clusters Score -409343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (22299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Entering Unmasked Estep 
Score: -4615104.000000 Penalty: 2483.049561
	Iteration 0F: 2 clusters Score -4615104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4602510.500000 Penalty: 4966.099121
	Iteration 0F: 3 clusters Score -4602510 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4607657.500000 Penalty: 4966.099121
	Iteration 1F: 3 clusters Score -4607658 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4608007.000000 Penalty: 4966.099121
	Iteration 2F: 3 clusters Score -4608007 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -4608290.000000 Penalty: 4966.099121
	Iteration 3Q: 3 clusters Score -4608290 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -4608446.500000 Penalty: 4966.099121
	Iteration 4Q: 3 clusters Score -4608446 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -4608590.500000 Penalty: 4966.099121
	Iteration 5Q: 3 clusters Score -4608590 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -4608692.500000 Penalty: 4966.099121
	Iteration 6Q: 3 clusters Score -4608692 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -4608762.500000 Penalty: 4966.099121
	Iteration 7Q: 3 clusters Score -4608762 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4608835.500000 Penalty: 4966.099121
	Iteration 8Q: 3 clusters Score -4608836 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4608921.000000 Penalty: 4966.099121
	Iteration 9Q: 3 clusters Score -4608921 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4609003.000000 Penalty: 4966.099121
	Iteration 10Q: 3 clusters Score -4609003 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4609092.000000 Penalty: 4966.099121
	Iteration 11Q: 3 clusters Score -4609092 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4609215.500000 Penalty: 4966.099121
	Iteration 12Q: 3 clusters Score -4609216 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4609368.000000 Penalty: 4966.099121
	Iteration 13Q: 3 clusters Score -4609368 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -4609613.000000 Penalty: 4966.099121
	Iteration 14Q: 3 clusters Score -4609613 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4610007.000000 Penalty: 4966.099121
	Iteration 15Q: 3 clusters Score -4610007 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4610554.500000 Penalty: 4966.099121
	Iteration 16Q: 3 clusters Score -4610554 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -4611282.000000 Penalty: 4966.099121
	Iteration 17F: 3 clusters Score -4611282 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4611979.500000 Penalty: 4966.099121
	Iteration 18Q: 3 clusters Score -4611980 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4612384.500000 Penalty: 4966.099121
	Iteration 19Q: 3 clusters Score -4612384 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -4612587.500000 Penalty: 4966.099121
	Iteration 20F: 3 clusters Score -4612588 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4612727.500000 Penalty: 4966.099121
	Iteration 21Q: 3 clusters Score -4612728 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -4612815.000000 Penalty: 4966.099121
	Iteration 22Q: 3 clusters Score -4612815 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4612915.000000 Penalty: 4966.099121
	Iteration 23Q: 3 clusters Score -4612915 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4612952.000000 Penalty: 4966.099121
	Iteration 24Q: 3 clusters Score -4612952 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4613016.500000 Penalty: 4966.099121
	Iteration 25Q: 3 clusters Score -4613016 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4613056.500000 Penalty: 4966.099121
	Iteration 26Q: 3 clusters Score -4613056 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4613106.000000 Penalty: 4966.099121
	Iteration 27Q: 3 clusters Score -4613106 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -4613155.500000 Penalty: 4966.099121
	Iteration 28Q: 3 clusters Score -4613156 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4613205.500000 Penalty: 4966.099121
	Iteration 29Q: 3 clusters Score -4613206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4613212.000000 Penalty: 4966.099121
	Iteration 30Q: 3 clusters Score -4613212 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4613221.000000 Penalty: 4966.099121
	Iteration 31Q: 3 clusters Score -4613221 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4613226.000000 Penalty: 4966.099121
	Iteration 32Q: 3 clusters Score -4613226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4613237.000000 Penalty: 4966.099121
	Iteration 33Q: 3 clusters Score -4613237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4613259.000000 Penalty: 4966.099121
	Iteration 34Q: 3 clusters Score -4613259 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4613284.500000 Penalty: 4966.099121
	Iteration 35Q: 3 clusters Score -4613284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -4613323.000000 Penalty: 4966.099121
	Iteration 36Q: 3 clusters Score -4613323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4613370.000000 Penalty: 4966.099121
	Iteration 37Q: 3 clusters Score -4613370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4613390.500000 Penalty: 4966.099121
	Iteration 38Q: 3 clusters Score -4613390 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4613421.000000 Penalty: 4966.099121
	Iteration 39Q: 3 clusters Score -4613421 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -4613452.000000 Penalty: 4966.099121
	Iteration 40F: 3 clusters Score -4613452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4613498.000000 Penalty: 4966.099121
	Iteration 41Q: 3 clusters Score -4613498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4613537.500000 Penalty: 4966.099121
	Iteration 42Q: 3 clusters Score -4613538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4613566.000000 Penalty: 4966.099121
	Iteration 43Q: 3 clusters Score -4613566 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4613626.000000 Penalty: 4966.099121
	Iteration 44Q: 3 clusters Score -4613626 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4613668.000000 Penalty: 4966.099121
	Iteration 45Q: 3 clusters Score -4613668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4613713.500000 Penalty: 4966.099121
	Iteration 46Q: 3 clusters Score -4613714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -4613755.500000 Penalty: 4966.099121
	Iteration 47Q: 3 clusters Score -4613756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4613785.000000 Penalty: 4966.099121
	Iteration 48Q: 3 clusters Score -4613785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4613848.000000 Penalty: 4966.099121
	Iteration 49Q: 3 clusters Score -4613848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4613889.000000 Penalty: 4966.099121
	Iteration 50Q: 3 clusters Score -4613889 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4613932.000000 Penalty: 4966.099121
	Iteration 51Q: 3 clusters Score -4613932 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4613983.000000 Penalty: 4966.099121
	Iteration 52Q: 3 clusters Score -4613983 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4614038.500000 Penalty: 4966.099121
	Iteration 53Q: 3 clusters Score -4614038 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4614093.500000 Penalty: 4966.099121
	Iteration 54Q: 3 clusters Score -4614094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4614141.000000 Penalty: 4966.099121
	Iteration 55Q: 3 clusters Score -4614141 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4614184.000000 Penalty: 4966.099121
	Iteration 56Q: 3 clusters Score -4614184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4614195.000000 Penalty: 4966.099121
	Iteration 57Q: 3 clusters Score -4614195 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -4614201.000000 Penalty: 4966.099121
	Iteration 58Q: 3 clusters Score -4614201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4614222.500000 Penalty: 4966.099121
	Iteration 59Q: 3 clusters Score -4614222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4614245.000000 Penalty: 4966.099121
	Iteration 60F: 3 clusters Score -4614245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4614250.000000 Penalty: 4966.099121
	Iteration 61Q: 3 clusters Score -4614250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4614249.500000 Penalty: 4966.099121
	Iteration 62Q: 3 clusters Score -4614250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4614256.500000 Penalty: 4966.099121
	Iteration 63Q: 3 clusters Score -4614256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -4614265.000000 Penalty: 4966.099121
	Iteration 64Q: 3 clusters Score -4614265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -4614273.500000 Penalty: 4966.099121
	Iteration 65Q: 3 clusters Score -4614274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4614269.000000 Penalty: 4966.099121
	Iteration 66Q: 3 clusters Score -4614269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4614280.000000 Penalty: 4966.099121
	Iteration 67Q: 3 clusters Score -4614280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4614268.000000 Penalty: 4966.099121
	Iteration 68Q: 3 clusters Score -4614268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -4614271.500000 Penalty: 4966.099121
	Iteration 69Q: 3 clusters Score -4614272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4614278.000000 Penalty: 4966.099121
	Iteration 70Q: 3 clusters Score -4614278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4614269.000000 Penalty: 4966.099121
	Iteration 71Q: 3 clusters Score -4614269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4614281.500000 Penalty: 4966.099121
	Iteration 72Q: 3 clusters Score -4614282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -4614276.000000 Penalty: 4966.099121
	Iteration 73Q: 3 clusters Score -4614276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4614283.500000 Penalty: 4966.099121
	Iteration 74Q: 3 clusters Score -4614284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4614281.500000 Penalty: 4966.099121
	Iteration 75Q: 3 clusters Score -4614282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4614281.000000 Penalty: 4966.099121
	Iteration 76Q: 3 clusters Score -4614281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -4614284.500000 Penalty: 4966.099121
	Iteration 77Q: 3 clusters Score -4614284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4614289.500000 Penalty: 4966.099121
	Iteration 78Q: 3 clusters Score -4614290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -4614279.000000 Penalty: 4966.099121
	Iteration 79Q: 3 clusters Score -4614279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4614285.000000 Penalty: 4966.099121
	Iteration 80F: 3 clusters Score -4614285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -161959.500000 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -161959.5 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 477 members 
Entering Unmasked Estep 
Score: -160051.953125 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -160052 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160315.078125 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -160315.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160390.843750 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -160390.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160432.953125 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -160433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160463.906250 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -160463.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -160495.046875 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -160495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160528.140625 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -160528.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160554.515625 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -160554.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160566.359375 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -160566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -160583.921875 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -160583.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160620.593750 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -160620.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -160684.390625 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -160684.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160769.593750 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -160769.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160857.796875 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -160857.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -160983.656250 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -160983.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -161201.203125 Penalty: 3380.013184
	Iteration 15F: 3 clusters Score -161201.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161425.406250 Penalty: 3380.013184
	Iteration 16F: 3 clusters Score -161425.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -161630.296875 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -161630.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161887.296875 Penalty: 3380.013184
	Iteration 18F: 3 clusters Score -161887.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -162227.078125 Penalty: 3380.013184
	Iteration 19Q: 3 clusters Score -162227.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162382.000000 Penalty: 3380.013184
	Iteration 20F: 3 clusters Score -162382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162428.765625 Penalty: 3380.013184
	Iteration 21Q: 3 clusters Score -162428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162428.765625 Penalty: 3380.013184
	Iteration 22F: 3 clusters Score -162428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 27399 members 
Mstep: Class 5 contains 31562 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 45230 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 34576 members 
Mstep: Class 10 contains 41937 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30689 members 
Mstep: Class 13 contains 24089 members 
Mstep: Class 14 contains 37399 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 17158 members 
Mstep: Class 21 contains 30210 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37779 members 
Mstep: Class 24 contains 22174 members 
Mstep: Class 25 contains 32114 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30729 members 
Mstep: Class 28 contains 22492 members 
Mstep: Class 29 contains 32925 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2232 members 
Mstep: Class 32 contains 44836 members 
Mstep: Class 33 contains 26443 members 
Mstep: Class 34 contains 24250 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 22299 members 
Mstep: Class 37 contains 404 members 
Mstep: Class 38 contains 23322 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13953 members 
Mstep: Class 41 contains 24552 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 30882 members 
Mstep: Class 45 contains 31720 members 
Mstep: Class 46 contains 21311 members 
Mstep: Class 47 contains 507 members 
Entering Unmasked Estep 
Score: -177430464.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177432080.000000 to -177430464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (23322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Entering Unmasked Estep 
Score: -4810977.000000 Penalty: 2494.173828
	Iteration 0F: 2 clusters Score -4810977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4797435.000000 Penalty: 4988.347656
	Iteration 0F: 3 clusters Score -4797435 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4802811.000000 Penalty: 4988.347656
	Iteration 1F: 3 clusters Score -4802811 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4803257.500000 Penalty: 4988.347656
	Iteration 2F: 3 clusters Score -4803258 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -4803669.000000 Penalty: 4988.347656
	Iteration 3Q: 3 clusters Score -4803669 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4804135.000000 Penalty: 4988.347656
	Iteration 4Q: 3 clusters Score -4804135 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4804621.000000 Penalty: 4988.347656
	Iteration 5Q: 3 clusters Score -4804621 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4805233.000000 Penalty: 4988.347656
	Iteration 6Q: 3 clusters Score -4805233 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4806092.500000 Penalty: 4988.347656
	Iteration 7F: 3 clusters Score -4806092 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4807083.500000 Penalty: 4988.347656
	Iteration 8F: 3 clusters Score -4807084 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4808098.500000 Penalty: 4988.347656
	Iteration 9F: 3 clusters Score -4808098 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -4808958.500000 Penalty: 4988.347656
	Iteration 10F: 3 clusters Score -4808958 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4809461.500000 Penalty: 4988.347656
	Iteration 11Q: 3 clusters Score -4809462 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4809758.500000 Penalty: 4988.347656
	Iteration 12Q: 3 clusters Score -4809758 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -4809928.500000 Penalty: 4988.347656
	Iteration 13Q: 3 clusters Score -4809928 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4810046.000000 Penalty: 4988.347656
	Iteration 14Q: 3 clusters Score -4810046 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -4810118.500000 Penalty: 4988.347656
	Iteration 15Q: 3 clusters Score -4810118 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4810148.500000 Penalty: 4988.347656
	Iteration 16Q: 3 clusters Score -4810148 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -4810197.000000 Penalty: 4988.347656
	Iteration 17Q: 3 clusters Score -4810197 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4810141.000000 Penalty: 4988.347656
	Iteration 18Q: 3 clusters Score -4810141 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4810085.000000 Penalty: 4988.347656
	Iteration 19Q: 3 clusters Score -4810085 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4810012.000000 Penalty: 4988.347656
	Iteration 20F: 3 clusters Score -4810012 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -4809927.000000 Penalty: 4988.347656
	Iteration 21Q: 3 clusters Score -4809927 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4809839.500000 Penalty: 4988.347656
	Iteration 22Q: 3 clusters Score -4809840 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4809777.000000 Penalty: 4988.347656
	Iteration 23Q: 3 clusters Score -4809777 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4809725.000000 Penalty: 4988.347656
	Iteration 24Q: 3 clusters Score -4809725 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4809677.000000 Penalty: 4988.347656
	Iteration 25Q: 3 clusters Score -4809677 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -4809609.500000 Penalty: 4988.347656
	Iteration 26Q: 3 clusters Score -4809610 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4809544.500000 Penalty: 4988.347656
	Iteration 27Q: 3 clusters Score -4809544 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4809536.500000 Penalty: 4988.347656
	Iteration 28Q: 3 clusters Score -4809536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4809502.500000 Penalty: 4988.347656
	Iteration 29Q: 3 clusters Score -4809502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -4809469.000000 Penalty: 4988.347656
	Iteration 30Q: 3 clusters Score -4809469 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4809441.500000 Penalty: 4988.347656
	Iteration 31Q: 3 clusters Score -4809442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4809438.500000 Penalty: 4988.347656
	Iteration 32Q: 3 clusters Score -4809438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4809425.500000 Penalty: 4988.347656
	Iteration 33Q: 3 clusters Score -4809426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4809413.000000 Penalty: 4988.347656
	Iteration 34Q: 3 clusters Score -4809413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4809408.500000 Penalty: 4988.347656
	Iteration 35Q: 3 clusters Score -4809408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4809395.000000 Penalty: 4988.347656
	Iteration 36Q: 3 clusters Score -4809395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4809387.500000 Penalty: 4988.347656
	Iteration 37Q: 3 clusters Score -4809388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -4809390.500000 Penalty: 4988.347656
	Iteration 38Q: 3 clusters Score -4809390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4809380.500000 Penalty: 4988.347656
	Iteration 39Q: 3 clusters Score -4809380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4809367.000000 Penalty: 4988.347656
	Iteration 40F: 3 clusters Score -4809367 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4809354.000000 Penalty: 4988.347656
	Iteration 41Q: 3 clusters Score -4809354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4809360.000000 Penalty: 4988.347656
	Iteration 42Q: 3 clusters Score -4809360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4809349.000000 Penalty: 4988.347656
	Iteration 43Q: 3 clusters Score -4809349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4809345.500000 Penalty: 4988.347656
	Iteration 44Q: 3 clusters Score -4809346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4809346.000000 Penalty: 4988.347656
	Iteration 45Q: 3 clusters Score -4809346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4809339.000000 Penalty: 4988.347656
	Iteration 46Q: 3 clusters Score -4809339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4809355.000000 Penalty: 4988.347656
	Iteration 47Q: 3 clusters Score -4809355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4809361.000000 Penalty: 4988.347656
	Iteration 48Q: 3 clusters Score -4809361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4809356.500000 Penalty: 4988.347656
	Iteration 49Q: 3 clusters Score -4809356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4809354.000000 Penalty: 4988.347656
	Iteration 50Q: 3 clusters Score -4809354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4809352.500000 Penalty: 4988.347656
	Iteration 51Q: 3 clusters Score -4809352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4809343.500000 Penalty: 4988.347656
	Iteration 52Q: 3 clusters Score -4809344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4809354.000000 Penalty: 4988.347656
	Iteration 53Q: 3 clusters Score -4809354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4809342.500000 Penalty: 4988.347656
	Iteration 54Q: 3 clusters Score -4809342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4809349.000000 Penalty: 4988.347656
	Iteration 55Q: 3 clusters Score -4809349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4809349.500000 Penalty: 4988.347656
	Iteration 56Q: 3 clusters Score -4809350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4809346.500000 Penalty: 4988.347656
	Iteration 57Q: 3 clusters Score -4809346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4809342.500000 Penalty: 4988.347656
	Iteration 58Q: 3 clusters Score -4809342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4809336.500000 Penalty: 4988.347656
	Iteration 59Q: 3 clusters Score -4809336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4809333.000000 Penalty: 4988.347656
	Iteration 60F: 3 clusters Score -4809333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4809333.500000 Penalty: 4988.347656
	Iteration 61Q: 3 clusters Score -4809334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4809338.500000 Penalty: 4988.347656
	Iteration 62Q: 3 clusters Score -4809338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4809341.000000 Penalty: 4988.347656
	Iteration 63Q: 3 clusters Score -4809341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4809335.000000 Penalty: 4988.347656
	Iteration 64Q: 3 clusters Score -4809335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4809350.000000 Penalty: 4988.347656
	Iteration 65Q: 3 clusters Score -4809350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4809349.000000 Penalty: 4988.347656
	Iteration 66Q: 3 clusters Score -4809349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4809349.000000 Penalty: 4988.347656
	Iteration 67F: 3 clusters Score -4809349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -86474.359375 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -86474.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84964.335938 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -84964.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85173.234375 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -85173.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85258.976562 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -85258.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85279.351562 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -85279.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85304.179688 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -85304.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85331.679688 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -85331.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85356.078125 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -85356.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85403.296875 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -85403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85432.007812 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -85432.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -85447.992188 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -85447.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85457.039062 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -85457.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85469.906250 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -85469.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85480.031250 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -85480.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85488.531250 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -85488.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85491.750000 Penalty: 3064.260254
	Iteration 14Q: 3 clusters Score -85491.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -85492.945312 Penalty: 3064.260254
	Iteration 15Q: 3 clusters Score -85492.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -85492.945312 Penalty: 3064.260254
	Iteration 16F: 3 clusters Score -85492.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Entering Unmasked Estep 
Score: -2783295.250000 Penalty: 2366.775391
	Iteration 0F: 2 clusters Score -2783295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2773154.500000 Penalty: 4733.550781
	Iteration 0F: 3 clusters Score -2773154 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2776391.000000 Penalty: 4733.550781
	Iteration 1F: 3 clusters Score -2776391 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2776678.750000 Penalty: 4733.550781
	Iteration 2F: 3 clusters Score -2776679 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2776867.500000 Penalty: 4733.550781
	Iteration 3Q: 3 clusters Score -2776868 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2777040.250000 Penalty: 4733.550781
	Iteration 4Q: 3 clusters Score -2777040 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2777155.750000 Penalty: 4733.550781
	Iteration 5Q: 3 clusters Score -2777156 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2777271.250000 Penalty: 4733.550781
	Iteration 6Q: 3 clusters Score -2777271 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2777376.250000 Penalty: 4733.550781
	Iteration 7Q: 3 clusters Score -2777376 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2777457.000000 Penalty: 4733.550781
	Iteration 8Q: 3 clusters Score -2777457 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2777541.250000 Penalty: 4733.550781
	Iteration 9Q: 3 clusters Score -2777541 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2777626.500000 Penalty: 4733.550781
	Iteration 10Q: 3 clusters Score -2777626 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2777740.000000 Penalty: 4733.550781
	Iteration 11Q: 3 clusters Score -2777740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2777867.500000 Penalty: 4733.550781
	Iteration 12Q: 3 clusters Score -2777868 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2778007.000000 Penalty: 4733.550781
	Iteration 13Q: 3 clusters Score -2778007 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2778225.250000 Penalty: 4733.550781
	Iteration 14Q: 3 clusters Score -2778225 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2778477.750000 Penalty: 4733.550781
	Iteration 15Q: 3 clusters Score -2778478 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2778816.500000 Penalty: 4733.550781
	Iteration 16Q: 3 clusters Score -2778816 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2779196.500000 Penalty: 4733.550781
	Iteration 17Q: 3 clusters Score -2779196 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2779571.250000 Penalty: 4733.550781
	Iteration 18Q: 3 clusters Score -2779571 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2779925.500000 Penalty: 4733.550781
	Iteration 19Q: 3 clusters Score -2779926 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2780221.750000 Penalty: 4733.550781
	Iteration 20F: 3 clusters Score -2780222 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2780468.750000 Penalty: 4733.550781
	Iteration 21Q: 3 clusters Score -2780469 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2780640.000000 Penalty: 4733.550781
	Iteration 22Q: 3 clusters Score -2780640 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2780774.500000 Penalty: 4733.550781
	Iteration 23Q: 3 clusters Score -2780774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2780866.250000 Penalty: 4733.550781
	Iteration 24Q: 3 clusters Score -2780866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2780945.250000 Penalty: 4733.550781
	Iteration 25Q: 3 clusters Score -2780945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2781003.500000 Penalty: 4733.550781
	Iteration 26Q: 3 clusters Score -2781004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2781050.000000 Penalty: 4733.550781
	Iteration 27Q: 3 clusters Score -2781050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2781088.500000 Penalty: 4733.550781
	Iteration 28Q: 3 clusters Score -2781088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2781120.000000 Penalty: 4733.550781
	Iteration 29Q: 3 clusters Score -2781120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2781137.250000 Penalty: 4733.550781
	Iteration 30Q: 3 clusters Score -2781137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2781167.000000 Penalty: 4733.550781
	Iteration 31Q: 3 clusters Score -2781167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2781181.250000 Penalty: 4733.550781
	Iteration 32Q: 3 clusters Score -2781181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2781182.750000 Penalty: 4733.550781
	Iteration 33Q: 3 clusters Score -2781183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2781184.750000 Penalty: 4733.550781
	Iteration 34Q: 3 clusters Score -2781185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2781188.500000 Penalty: 4733.550781
	Iteration 35Q: 3 clusters Score -2781188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2781193.250000 Penalty: 4733.550781
	Iteration 36Q: 3 clusters Score -2781193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2781193.250000 Penalty: 4733.550781
	Iteration 37Q: 3 clusters Score -2781193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2781194.250000 Penalty: 4733.550781
	Iteration 38Q: 3 clusters Score -2781194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2781196.000000 Penalty: 4733.550781
	Iteration 39Q: 3 clusters Score -2781196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2781196.500000 Penalty: 4733.550781
	Iteration 40F: 3 clusters Score -2781196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2781198.750000 Penalty: 4733.550781
	Iteration 41Q: 3 clusters Score -2781199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2781207.500000 Penalty: 4733.550781
	Iteration 42Q: 3 clusters Score -2781208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2781208.750000 Penalty: 4733.550781
	Iteration 43Q: 3 clusters Score -2781209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2781209.750000 Penalty: 4733.550781
	Iteration 44Q: 3 clusters Score -2781210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2781210.250000 Penalty: 4733.550781
	Iteration 45Q: 3 clusters Score -2781210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2781214.000000 Penalty: 4733.550781
	Iteration 46Q: 3 clusters Score -2781214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2781215.250000 Penalty: 4733.550781
	Iteration 47Q: 3 clusters Score -2781215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2781218.250000 Penalty: 4733.550781
	Iteration 48Q: 3 clusters Score -2781218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2781221.500000 Penalty: 4733.550781
	Iteration 49Q: 3 clusters Score -2781222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2781223.500000 Penalty: 4733.550781
	Iteration 50Q: 3 clusters Score -2781224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2781223.500000 Penalty: 4733.550781
	Iteration 51Q: 3 clusters Score -2781224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2781223.500000 Penalty: 4733.550781
	Iteration 52Q: 3 clusters Score -2781224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2781223.750000 Penalty: 4733.550781
	Iteration 53Q: 3 clusters Score -2781224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2781225.000000 Penalty: 4733.550781
	Iteration 54Q: 3 clusters Score -2781225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2781225.000000 Penalty: 4733.550781
	Iteration 55F: 3 clusters Score -2781225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (24552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Entering Unmasked Estep 
Score: -5013807.500000 Penalty: 2506.919922
	Iteration 0F: 2 clusters Score -5013808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -4998207.000000 Penalty: 5013.839844
	Iteration 0F: 3 clusters Score -4998207 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -5004078.000000 Penalty: 5013.839844
	Iteration 1F: 3 clusters Score -5004078 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -5004460.000000 Penalty: 5013.839844
	Iteration 2Q: 3 clusters Score -5004460 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -5004778.500000 Penalty: 5013.839844
	Iteration 3Q: 3 clusters Score -5004778 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5005063.500000 Penalty: 5013.839844
	Iteration 4Q: 3 clusters Score -5005064 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -5005315.000000 Penalty: 5013.839844
	Iteration 5Q: 3 clusters Score -5005315 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -5005636.500000 Penalty: 5013.839844
	Iteration 6Q: 3 clusters Score -5005636 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -5005865.000000 Penalty: 5013.839844
	Iteration 7Q: 3 clusters Score -5005865 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -5006058.500000 Penalty: 5013.839844
	Iteration 8Q: 3 clusters Score -5006058 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5006262.000000 Penalty: 5013.839844
	Iteration 9Q: 3 clusters Score -5006262 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -5006488.500000 Penalty: 5013.839844
	Iteration 10Q: 3 clusters Score -5006488 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5006734.500000 Penalty: 5013.839844
	Iteration 11Q: 3 clusters Score -5006734 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5007008.000000 Penalty: 5013.839844
	Iteration 12Q: 3 clusters Score -5007008 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5007226.500000 Penalty: 5013.839844
	Iteration 13Q: 3 clusters Score -5007226 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5007553.500000 Penalty: 5013.839844
	Iteration 14Q: 3 clusters Score -5007554 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -5007900.500000 Penalty: 5013.839844
	Iteration 15Q: 3 clusters Score -5007900 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5008241.500000 Penalty: 5013.839844
	Iteration 16Q: 3 clusters Score -5008242 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5008669.500000 Penalty: 5013.839844
	Iteration 17Q: 3 clusters Score -5008670 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -5009035.500000 Penalty: 5013.839844
	Iteration 18Q: 3 clusters Score -5009036 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5009388.000000 Penalty: 5013.839844
	Iteration 19Q: 3 clusters Score -5009388 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5009934.000000 Penalty: 5013.839844
	Iteration 20F: 3 clusters Score -5009934 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5010325.000000 Penalty: 5013.839844
	Iteration 21Q: 3 clusters Score -5010325 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5010624.000000 Penalty: 5013.839844
	Iteration 22Q: 3 clusters Score -5010624 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5010811.500000 Penalty: 5013.839844
	Iteration 23Q: 3 clusters Score -5010812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5010963.000000 Penalty: 5013.839844
	Iteration 24Q: 3 clusters Score -5010963 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5011080.000000 Penalty: 5013.839844
	Iteration 25Q: 3 clusters Score -5011080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5011205.500000 Penalty: 5013.839844
	Iteration 26Q: 3 clusters Score -5011206 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5011277.500000 Penalty: 5013.839844
	Iteration 27Q: 3 clusters Score -5011278 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5011353.000000 Penalty: 5013.839844
	Iteration 28Q: 3 clusters Score -5011353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5011375.500000 Penalty: 5013.839844
	Iteration 29Q: 3 clusters Score -5011376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5011395.500000 Penalty: 5013.839844
	Iteration 30Q: 3 clusters Score -5011396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5011419.500000 Penalty: 5013.839844
	Iteration 31Q: 3 clusters Score -5011420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5011441.500000 Penalty: 5013.839844
	Iteration 32Q: 3 clusters Score -5011442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5011480.000000 Penalty: 5013.839844
	Iteration 33Q: 3 clusters Score -5011480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5011490.000000 Penalty: 5013.839844
	Iteration 34Q: 3 clusters Score -5011490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5011520.000000 Penalty: 5013.839844
	Iteration 35Q: 3 clusters Score -5011520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5011527.500000 Penalty: 5013.839844
	Iteration 36Q: 3 clusters Score -5011528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5011535.000000 Penalty: 5013.839844
	Iteration 37Q: 3 clusters Score -5011535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5011545.000000 Penalty: 5013.839844
	Iteration 38Q: 3 clusters Score -5011545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5011539.000000 Penalty: 5013.839844
	Iteration 39Q: 3 clusters Score -5011539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5011539.500000 Penalty: 5013.839844
	Iteration 40F: 3 clusters Score -5011540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5011545.000000 Penalty: 5013.839844
	Iteration 41Q: 3 clusters Score -5011545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5011556.000000 Penalty: 5013.839844
	Iteration 42Q: 3 clusters Score -5011556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5011567.000000 Penalty: 5013.839844
	Iteration 43Q: 3 clusters Score -5011567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5011558.500000 Penalty: 5013.839844
	Iteration 44Q: 3 clusters Score -5011558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5011561.500000 Penalty: 5013.839844
	Iteration 45Q: 3 clusters Score -5011562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5011564.000000 Penalty: 5013.839844
	Iteration 46Q: 3 clusters Score -5011564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5011569.500000 Penalty: 5013.839844
	Iteration 47Q: 3 clusters Score -5011570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5011572.500000 Penalty: 5013.839844
	Iteration 48Q: 3 clusters Score -5011572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5011572.500000 Penalty: 5013.839844
	Iteration 49F: 3 clusters Score -5011572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -20865.039062 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20865.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20951.941406 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20951.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20960.578125 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20960.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20965.501953 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -20965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20970.767578 Penalty: 2526.500000
	Iteration 4Q: 3 clusters Score -20970.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20974.576172 Penalty: 2526.500000
	Iteration 5Q: 3 clusters Score -20974.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20984.269531 Penalty: 2526.500000
	Iteration 6Q: 3 clusters Score -20984.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -20984.269531 Penalty: 2526.500000
	Iteration 7F: 3 clusters Score -20984.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Entering Unmasked Estep 
Score: -3166073.500000 Penalty: 2393.857666
	Iteration 0F: 2 clusters Score -3166074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3155190.250000 Penalty: 4787.715332
	Iteration 0F: 3 clusters Score -3155190 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3158811.750000 Penalty: 4787.715332
	Iteration 1F: 3 clusters Score -3158812 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3159211.500000 Penalty: 4787.715332
	Iteration 2F: 3 clusters Score -3159212 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3159462.500000 Penalty: 4787.715332
	Iteration 3Q: 3 clusters Score -3159462 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3159652.000000 Penalty: 4787.715332
	Iteration 4Q: 3 clusters Score -3159652 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3159819.000000 Penalty: 4787.715332
	Iteration 5Q: 3 clusters Score -3159819 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3159946.250000 Penalty: 4787.715332
	Iteration 6Q: 3 clusters Score -3159946 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3160063.000000 Penalty: 4787.715332
	Iteration 7Q: 3 clusters Score -3160063 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3160188.500000 Penalty: 4787.715332
	Iteration 8Q: 3 clusters Score -3160188 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3160295.500000 Penalty: 4787.715332
	Iteration 9Q: 3 clusters Score -3160296 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3160421.500000 Penalty: 4787.715332
	Iteration 10Q: 3 clusters Score -3160422 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3160564.250000 Penalty: 4787.715332
	Iteration 11Q: 3 clusters Score -3160564 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3160720.000000 Penalty: 4787.715332
	Iteration 12Q: 3 clusters Score -3160720 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3160941.500000 Penalty: 4787.715332
	Iteration 13Q: 3 clusters Score -3160942 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3161229.500000 Penalty: 4787.715332
	Iteration 14Q: 3 clusters Score -3161230 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3161569.750000 Penalty: 4787.715332
	Iteration 15Q: 3 clusters Score -3161570 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3162001.750000 Penalty: 4787.715332
	Iteration 16Q: 3 clusters Score -3162002 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3162427.500000 Penalty: 4787.715332
	Iteration 17Q: 3 clusters Score -3162428 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3162816.750000 Penalty: 4787.715332
	Iteration 18Q: 3 clusters Score -3162817 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3163124.500000 Penalty: 4787.715332
	Iteration 19Q: 3 clusters Score -3163124 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3163383.000000 Penalty: 4787.715332
	Iteration 20F: 3 clusters Score -3163383 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3163589.500000 Penalty: 4787.715332
	Iteration 21Q: 3 clusters Score -3163590 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3163710.000000 Penalty: 4787.715332
	Iteration 22Q: 3 clusters Score -3163710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3163795.750000 Penalty: 4787.715332
	Iteration 23Q: 3 clusters Score -3163796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3163834.750000 Penalty: 4787.715332
	Iteration 24Q: 3 clusters Score -3163835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3163865.000000 Penalty: 4787.715332
	Iteration 25Q: 3 clusters Score -3163865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3163895.250000 Penalty: 4787.715332
	Iteration 26Q: 3 clusters Score -3163895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3163914.750000 Penalty: 4787.715332
	Iteration 27Q: 3 clusters Score -3163915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3163924.750000 Penalty: 4787.715332
	Iteration 28Q: 3 clusters Score -3163925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3163929.500000 Penalty: 4787.715332
	Iteration 29Q: 3 clusters Score -3163930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3163937.750000 Penalty: 4787.715332
	Iteration 30Q: 3 clusters Score -3163938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3163939.750000 Penalty: 4787.715332
	Iteration 31Q: 3 clusters Score -3163940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3163950.000000 Penalty: 4787.715332
	Iteration 32Q: 3 clusters Score -3163950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3163950.250000 Penalty: 4787.715332
	Iteration 33Q: 3 clusters Score -3163950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3163947.250000 Penalty: 4787.715332
	Iteration 34Q: 3 clusters Score -3163947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3163947.250000 Penalty: 4787.715332
	Iteration 35F: 3 clusters Score -3163947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (30882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Entering Unmasked Estep 
Score: -5953825.000000 Penalty: 2563.806396
	Iteration 0F: 2 clusters Score -5953825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -5934565.000000 Penalty: 5127.612793
	Iteration 0F: 3 clusters Score -5934565 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5941966.000000 Penalty: 5127.612793
	Iteration 1F: 3 clusters Score -5941966 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -5942415.500000 Penalty: 5127.612793
	Iteration 2Q: 3 clusters Score -5942416 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -5942865.500000 Penalty: 5127.612793
	Iteration 3Q: 3 clusters Score -5942866 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5943316.500000 Penalty: 5127.612793
	Iteration 4Q: 3 clusters Score -5943316 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5943820.000000 Penalty: 5127.612793
	Iteration 5Q: 3 clusters Score -5943820 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -5944375.500000 Penalty: 5127.612793
	Iteration 6Q: 3 clusters Score -5944376 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -5944980.000000 Penalty: 5127.612793
	Iteration 7Q: 3 clusters Score -5944980 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -5945776.500000 Penalty: 5127.612793
	Iteration 8Q: 3 clusters Score -5945776 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5946755.000000 Penalty: 5127.612793
	Iteration 9Q: 3 clusters Score -5946755 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5947939.000000 Penalty: 5127.612793
	Iteration 10F: 3 clusters Score -5947939 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5948847.000000 Penalty: 5127.612793
	Iteration 11Q: 3 clusters Score -5948847 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5949275.000000 Penalty: 5127.612793
	Iteration 12Q: 3 clusters Score -5949275 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5949493.500000 Penalty: 5127.612793
	Iteration 13Q: 3 clusters Score -5949494 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5949610.500000 Penalty: 5127.612793
	Iteration 14Q: 3 clusters Score -5949610 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5949717.000000 Penalty: 5127.612793
	Iteration 15Q: 3 clusters Score -5949717 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5949808.000000 Penalty: 5127.612793
	Iteration 16Q: 3 clusters Score -5949808 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5949850.000000 Penalty: 5127.612793
	Iteration 17Q: 3 clusters Score -5949850 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -5949913.500000 Penalty: 5127.612793
	Iteration 18Q: 3 clusters Score -5949914 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5949974.000000 Penalty: 5127.612793
	Iteration 19Q: 3 clusters Score -5949974 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5950001.500000 Penalty: 5127.612793
	Iteration 20F: 3 clusters Score -5950002 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5950030.000000 Penalty: 5127.612793
	Iteration 21Q: 3 clusters Score -5950030 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5950084.000000 Penalty: 5127.612793
	Iteration 22Q: 3 clusters Score -5950084 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5950115.500000 Penalty: 5127.612793
	Iteration 23Q: 3 clusters Score -5950116 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5950139.000000 Penalty: 5127.612793
	Iteration 24Q: 3 clusters Score -5950139 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5950171.500000 Penalty: 5127.612793
	Iteration 25Q: 3 clusters Score -5950172 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -5950182.000000 Penalty: 5127.612793
	Iteration 26Q: 3 clusters Score -5950182 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5950223.000000 Penalty: 5127.612793
	Iteration 27Q: 3 clusters Score -5950223 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -5950251.000000 Penalty: 5127.612793
	Iteration 28Q: 3 clusters Score -5950251 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -5950268.000000 Penalty: 5127.612793
	Iteration 29Q: 3 clusters Score -5950268 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5950284.000000 Penalty: 5127.612793
	Iteration 30Q: 3 clusters Score -5950284 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -5950286.000000 Penalty: 5127.612793
	Iteration 31Q: 3 clusters Score -5950286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -5950289.000000 Penalty: 5127.612793
	Iteration 32Q: 3 clusters Score -5950289 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5950295.500000 Penalty: 5127.612793
	Iteration 33Q: 3 clusters Score -5950296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5950313.500000 Penalty: 5127.612793
	Iteration 34Q: 3 clusters Score -5950314 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -5950326.500000 Penalty: 5127.612793
	Iteration 35Q: 3 clusters Score -5950326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5950365.000000 Penalty: 5127.612793
	Iteration 36Q: 3 clusters Score -5950365 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -5950408.000000 Penalty: 5127.612793
	Iteration 37Q: 3 clusters Score -5950408 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5950433.500000 Penalty: 5127.612793
	Iteration 38Q: 3 clusters Score -5950434 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5950440.000000 Penalty: 5127.612793
	Iteration 39Q: 3 clusters Score -5950440 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5950468.000000 Penalty: 5127.612793
	Iteration 40F: 3 clusters Score -5950468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5950473.000000 Penalty: 5127.612793
	Iteration 41Q: 3 clusters Score -5950473 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -5950495.000000 Penalty: 5127.612793
	Iteration 42Q: 3 clusters Score -5950495 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5950495.000000 Penalty: 5127.612793
	Iteration 43Q: 3 clusters Score -5950495 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5950533.000000 Penalty: 5127.612793
	Iteration 44Q: 3 clusters Score -5950533 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5950567.500000 Penalty: 5127.612793
	Iteration 45Q: 3 clusters Score -5950568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5950611.000000 Penalty: 5127.612793
	Iteration 46Q: 3 clusters Score -5950611 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5950659.500000 Penalty: 5127.612793
	Iteration 47Q: 3 clusters Score -5950660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -5950679.500000 Penalty: 5127.612793
	Iteration 48Q: 3 clusters Score -5950680 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -5950698.500000 Penalty: 5127.612793
	Iteration 49Q: 3 clusters Score -5950698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5950748.000000 Penalty: 5127.612793
	Iteration 50Q: 3 clusters Score -5950748 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -5950768.500000 Penalty: 5127.612793
	Iteration 51Q: 3 clusters Score -5950768 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5950779.500000 Penalty: 5127.612793
	Iteration 52Q: 3 clusters Score -5950780 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5950807.000000 Penalty: 5127.612793
	Iteration 53Q: 3 clusters Score -5950807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5950831.500000 Penalty: 5127.612793
	Iteration 54Q: 3 clusters Score -5950832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -5950827.500000 Penalty: 5127.612793
	Iteration 55Q: 3 clusters Score -5950828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5950853.500000 Penalty: 5127.612793
	Iteration 56Q: 3 clusters Score -5950854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5950869.000000 Penalty: 5127.612793
	Iteration 57Q: 3 clusters Score -5950869 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5950885.000000 Penalty: 5127.612793
	Iteration 58Q: 3 clusters Score -5950885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5950890.000000 Penalty: 5127.612793
	Iteration 59Q: 3 clusters Score -5950890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -5950896.500000 Penalty: 5127.612793
	Iteration 60F: 3 clusters Score -5950896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5950920.500000 Penalty: 5127.612793
	Iteration 61Q: 3 clusters Score -5950920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5950930.000000 Penalty: 5127.612793
	Iteration 62Q: 3 clusters Score -5950930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5950935.500000 Penalty: 5127.612793
	Iteration 63Q: 3 clusters Score -5950936 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5950965.000000 Penalty: 5127.612793
	Iteration 64Q: 3 clusters Score -5950965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5950974.500000 Penalty: 5127.612793
	Iteration 65Q: 3 clusters Score -5950974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -5951006.500000 Penalty: 5127.612793
	Iteration 66Q: 3 clusters Score -5951006 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5951016.000000 Penalty: 5127.612793
	Iteration 67Q: 3 clusters Score -5951016 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -5951035.000000 Penalty: 5127.612793
	Iteration 68Q: 3 clusters Score -5951035 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5951048.000000 Penalty: 5127.612793
	Iteration 69Q: 3 clusters Score -5951048 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5951108.500000 Penalty: 5127.612793
	Iteration 70Q: 3 clusters Score -5951108 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5951140.000000 Penalty: 5127.612793
	Iteration 71Q: 3 clusters Score -5951140 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5951186.000000 Penalty: 5127.612793
	Iteration 72Q: 3 clusters Score -5951186 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5951213.500000 Penalty: 5127.612793
	Iteration 73Q: 3 clusters Score -5951214 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -5951252.000000 Penalty: 5127.612793
	Iteration 74Q: 3 clusters Score -5951252 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5951270.000000 Penalty: 5127.612793
	Iteration 75Q: 3 clusters Score -5951270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -5951282.000000 Penalty: 5127.612793
	Iteration 76Q: 3 clusters Score -5951282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5951314.000000 Penalty: 5127.612793
	Iteration 77Q: 3 clusters Score -5951314 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -5951341.000000 Penalty: 5127.612793
	Iteration 78Q: 3 clusters Score -5951341 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5951375.000000 Penalty: 5127.612793
	Iteration 79Q: 3 clusters Score -5951375 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -5951379.500000 Penalty: 5127.612793
	Iteration 80F: 3 clusters Score -5951380 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -5951384.000000 Penalty: 5127.612793
	Iteration 81Q: 3 clusters Score -5951384 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -5951392.500000 Penalty: 5127.612793
	Iteration 82Q: 3 clusters Score -5951392 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5951422.500000 Penalty: 5127.612793
	Iteration 83Q: 3 clusters Score -5951422 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -5951445.000000 Penalty: 5127.612793
	Iteration 84Q: 3 clusters Score -5951445 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -5951469.000000 Penalty: 5127.612793
	Iteration 85Q: 3 clusters Score -5951469 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5951484.500000 Penalty: 5127.612793
	Iteration 86Q: 3 clusters Score -5951484 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5951488.500000 Penalty: 5127.612793
	Iteration 87Q: 3 clusters Score -5951488 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -5951501.500000 Penalty: 5127.612793
	Iteration 88Q: 3 clusters Score -5951502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -5951529.500000 Penalty: 5127.612793
	Iteration 89Q: 3 clusters Score -5951530 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -5951578.000000 Penalty: 5127.612793
	Iteration 90Q: 3 clusters Score -5951578 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5951615.000000 Penalty: 5127.612793
	Iteration 91Q: 3 clusters Score -5951615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -5951640.000000 Penalty: 5127.612793
	Iteration 92Q: 3 clusters Score -5951640 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -5951659.000000 Penalty: 5127.612793
	Iteration 93Q: 3 clusters Score -5951659 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5951725.000000 Penalty: 5127.612793
	Iteration 94Q: 3 clusters Score -5951725 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -5951768.500000 Penalty: 5127.612793
	Iteration 95Q: 3 clusters Score -5951768 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5951833.000000 Penalty: 5127.612793
	Iteration 96Q: 3 clusters Score -5951833 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -5951883.500000 Penalty: 5127.612793
	Iteration 97Q: 3 clusters Score -5951884 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -5951964.000000 Penalty: 5127.612793
	Iteration 98Q: 3 clusters Score -5951964 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5952015.000000 Penalty: 5127.612793
	Iteration 99Q: 3 clusters Score -5952015 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -5952065.500000 Penalty: 5127.612793
	Iteration 100F: 3 clusters Score -5952066 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5952103.000000 Penalty: 5127.612793
	Iteration 101Q: 3 clusters Score -5952103 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5952117.500000 Penalty: 5127.612793
	Iteration 102Q: 3 clusters Score -5952118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5952154.000000 Penalty: 5127.612793
	Iteration 103Q: 3 clusters Score -5952154 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -5952175.500000 Penalty: 5127.612793
	Iteration 104Q: 3 clusters Score -5952176 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -5952204.500000 Penalty: 5127.612793
	Iteration 105Q: 3 clusters Score -5952204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5952217.000000 Penalty: 5127.612793
	Iteration 106Q: 3 clusters Score -5952217 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -5952241.000000 Penalty: 5127.612793
	Iteration 107Q: 3 clusters Score -5952241 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5952216.500000 Penalty: 5127.612793
	Iteration 108Q: 3 clusters Score -5952216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5952222.500000 Penalty: 5127.612793
	Iteration 109Q: 3 clusters Score -5952222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -5952230.000000 Penalty: 5127.612793
	Iteration 110Q: 3 clusters Score -5952230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5952255.000000 Penalty: 5127.612793
	Iteration 111Q: 3 clusters Score -5952255 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5952256.500000 Penalty: 5127.612793
	Iteration 112Q: 3 clusters Score -5952256 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5952254.000000 Penalty: 5127.612793
	Iteration 113Q: 3 clusters Score -5952254 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5952229.500000 Penalty: 5127.612793
	Iteration 114Q: 3 clusters Score -5952230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -5952232.500000 Penalty: 5127.612793
	Iteration 115Q: 3 clusters Score -5952232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -5952249.500000 Penalty: 5127.612793
	Iteration 116Q: 3 clusters Score -5952250 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5952253.000000 Penalty: 5127.612793
	Iteration 117Q: 3 clusters Score -5952253 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -5952243.000000 Penalty: 5127.612793
	Iteration 118Q: 3 clusters Score -5952243 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5952232.500000 Penalty: 5127.612793
	Iteration 119Q: 3 clusters Score -5952232 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5952224.500000 Penalty: 5127.612793
	Iteration 120F: 3 clusters Score -5952224 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5952224.500000 Penalty: 5127.612793
	Iteration 121Q: 3 clusters Score -5952224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5952221.500000 Penalty: 5127.612793
	Iteration 122Q: 3 clusters Score -5952222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -5952248.500000 Penalty: 5127.612793
	Iteration 123Q: 3 clusters Score -5952248 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -5952240.500000 Penalty: 5127.612793
	Iteration 124Q: 3 clusters Score -5952240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -5952245.500000 Penalty: 5127.612793
	Iteration 125Q: 3 clusters Score -5952246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5952253.500000 Penalty: 5127.612793
	Iteration 126Q: 3 clusters Score -5952254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5952253.000000 Penalty: 5127.612793
	Iteration 127Q: 3 clusters Score -5952253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5952254.500000 Penalty: 5127.612793
	Iteration 128Q: 3 clusters Score -5952254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5952250.000000 Penalty: 5127.612793
	Iteration 129Q: 3 clusters Score -5952250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5952236.000000 Penalty: 5127.612793
	Iteration 130Q: 3 clusters Score -5952236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5952235.000000 Penalty: 5127.612793
	Iteration 131Q: 3 clusters Score -5952235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5952225.000000 Penalty: 5127.612793
	Iteration 132Q: 3 clusters Score -5952225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5952230.000000 Penalty: 5127.612793
	Iteration 133Q: 3 clusters Score -5952230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -5952231.000000 Penalty: 5127.612793
	Iteration 134Q: 3 clusters Score -5952231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -5952235.500000 Penalty: 5127.612793
	Iteration 135Q: 3 clusters Score -5952236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5952220.500000 Penalty: 5127.612793
	Iteration 136Q: 3 clusters Score -5952220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5952231.500000 Penalty: 5127.612793
	Iteration 137Q: 3 clusters Score -5952232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -5952225.000000 Penalty: 5127.612793
	Iteration 138Q: 3 clusters Score -5952225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5952228.000000 Penalty: 5127.612793
	Iteration 139Q: 3 clusters Score -5952228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5952212.500000 Penalty: 5127.612793
	Iteration 140F: 3 clusters Score -5952212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -5952198.500000 Penalty: 5127.612793
	Iteration 141Q: 3 clusters Score -5952198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5952190.000000 Penalty: 5127.612793
	Iteration 142Q: 3 clusters Score -5952190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5952186.000000 Penalty: 5127.612793
	Iteration 143Q: 3 clusters Score -5952186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5952171.000000 Penalty: 5127.612793
	Iteration 144Q: 3 clusters Score -5952171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5952166.000000 Penalty: 5127.612793
	Iteration 145Q: 3 clusters Score -5952166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -5952154.500000 Penalty: 5127.612793
	Iteration 146Q: 3 clusters Score -5952154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5952145.500000 Penalty: 5127.612793
	Iteration 147Q: 3 clusters Score -5952146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5952141.000000 Penalty: 5127.612793
	Iteration 148Q: 3 clusters Score -5952141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5952121 nChanged 15
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Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5952126 nChanged 16
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Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5952126 nChanged 12
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Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5952126 nChanged 8
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Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 28795 members 
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	Iteration 154Q: 3 clusters Score -5952125 nChanged 11
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Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5952126 nChanged 10
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Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 28816 members 
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	Iteration 156Q: 3 clusters Score -5952114 nChanged 11
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Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 28827 members 
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	Iteration 157Q: 3 clusters Score -5952108 nChanged 13
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Mstep: Class 2 contains 28840 members 
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	Iteration 158Q: 3 clusters Score -5952107 nChanged 14
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5952111 nChanged 12
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Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5952107 nChanged 11
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Mstep: Class 2 contains 28877 members 
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	Iteration 161Q: 3 clusters Score -5952108 nChanged 12
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Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5952102 nChanged 12
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Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5952106 nChanged 11
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5952110 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5952108 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5952118 nChanged 17
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Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5952112 nChanged 17
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Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5952108 nChanged 18
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Mstep: Class 2 contains 29000 members 
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	Iteration 169Q: 3 clusters Score -5952107 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5952101 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5952084 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5952083 nChanged 26
Entering Unmasked Mstep 
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	Iteration 173Q: 3 clusters Score -5952082 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5952080 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5952088 nChanged 25
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Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5952097 nChanged 14
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Mstep: Class 1 contains 1726 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5952095 nChanged 15
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5952084 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5952080 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -5952083.500000 Penalty: 5127.612793
	Iteration 180F: 3 clusters Score -5952084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5952086 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5952090 nChanged 11
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Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5952078 nChanged 6
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Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5952074 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29213 members 
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	Iteration 185Q: 3 clusters Score -5952080 nChanged 10
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Mstep: Class 2 contains 29221 members 
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	Iteration 186Q: 3 clusters Score -5952074 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29232 members 
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	Iteration 187Q: 3 clusters Score -5952074 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5952075 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5952085.500000 Penalty: 5127.612793
	Iteration 189Q: 3 clusters Score -5952086 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5952082.000000 Penalty: 5127.612793
	Iteration 190Q: 3 clusters Score -5952082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5952078.500000 Penalty: 5127.612793
	Iteration 191Q: 3 clusters Score -5952078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5952074.500000 Penalty: 5127.612793
	Iteration 192Q: 3 clusters Score -5952074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5952065.500000 Penalty: 5127.612793
	Iteration 193Q: 3 clusters Score -5952066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -5952067.500000 Penalty: 5127.612793
	Iteration 194Q: 3 clusters Score -5952068 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5952076.500000 Penalty: 5127.612793
	Iteration 195Q: 3 clusters Score -5952076 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5952071.000000 Penalty: 5127.612793
	Iteration 196Q: 3 clusters Score -5952071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5952073 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5952072 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5952069.500000 Penalty: 5127.612793
	Iteration 199Q: 3 clusters Score -5952070 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5952065.500000 Penalty: 5127.612793
	Iteration 200F: 3 clusters Score -5952066 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5952068 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5952070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5952068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5952057.000000 Penalty: 5127.612793
	Iteration 204Q: 3 clusters Score -5952057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5952054.500000 Penalty: 5127.612793
	Iteration 205Q: 3 clusters Score -5952054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -5952054.500000 Penalty: 5127.612793
	Iteration 206Q: 3 clusters Score -5952054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -5952057.000000 Penalty: 5127.612793
	Iteration 207Q: 3 clusters Score -5952057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5952060.000000 Penalty: 5127.612793
	Iteration 208Q: 3 clusters Score -5952060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5952069.000000 Penalty: 5127.612793
	Iteration 209Q: 3 clusters Score -5952069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5952058.500000 Penalty: 5127.612793
	Iteration 210Q: 3 clusters Score -5952058 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5952058 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -5952053.500000 Penalty: 5127.612793
	Iteration 212Q: 3 clusters Score -5952054 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5952058 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5952058 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5952070.000000 Penalty: 5127.612793
	Iteration 215Q: 3 clusters Score -5952070 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5952067.500000 Penalty: 5127.612793
	Iteration 216Q: 3 clusters Score -5952068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5952077.500000 Penalty: 5127.612793
	Iteration 217Q: 3 clusters Score -5952078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -5952068.500000 Penalty: 5127.612793
	Iteration 218Q: 3 clusters Score -5952068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -5952061.000000 Penalty: 5127.612793
	Iteration 219Q: 3 clusters Score -5952061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -5952066.000000 Penalty: 5127.612793
	Iteration 220F: 3 clusters Score -5952066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -5952070.000000 Penalty: 5127.612793
	Iteration 221Q: 3 clusters Score -5952070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -5952071.000000 Penalty: 5127.612793
	Iteration 222Q: 3 clusters Score -5952071 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5952063.500000 Penalty: 5127.612793
	Iteration 223Q: 3 clusters Score -5952064 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5952061 nChanged 5
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Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5952058.000000 Penalty: 5127.612793
	Iteration 225Q: 3 clusters Score -5952058 nChanged 6
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Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5952054 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5952049.500000 Penalty: 5127.612793
	Iteration 227Q: 3 clusters Score -5952050 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -5952062.000000 Penalty: 5127.612793
	Iteration 228Q: 3 clusters Score -5952062 nChanged 5
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Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -5952062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -5952065.500000 Penalty: 5127.612793
	Iteration 230Q: 3 clusters Score -5952066 nChanged 3
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Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5952063.000000 Penalty: 5127.612793
	Iteration 231Q: 3 clusters Score -5952063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -5952062.500000 Penalty: 5127.612793
	Iteration 232Q: 3 clusters Score -5952062 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5952054.000000 Penalty: 5127.612793
	Iteration 233Q: 3 clusters Score -5952054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5952060.000000 Penalty: 5127.612793
	Iteration 234Q: 3 clusters Score -5952060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5952062.000000 Penalty: 5127.612793
	Iteration 235Q: 3 clusters Score -5952062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -5952061.000000 Penalty: 5127.612793
	Iteration 236Q: 3 clusters Score -5952061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -5952064.500000 Penalty: 5127.612793
	Iteration 237Q: 3 clusters Score -5952064 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -5952067 nChanged 0
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
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	Iteration 239F: 3 clusters Score -5952067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31720 members 
Entering Unmasked Estep 
Score: -6145258.500000 Penalty: 2570.446045
	Iteration 0F: 2 clusters Score -6145258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6126044 nChanged 14377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6133766 nChanged 1507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6134234.500000 Penalty: 5140.892090
	Iteration 2Q: 3 clusters Score -6134234 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6134579.000000 Penalty: 5140.892090
	Iteration 3Q: 3 clusters Score -6134579 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -6134979.500000 Penalty: 5140.892090
	Iteration 4Q: 3 clusters Score -6134980 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -6135329.000000 Penalty: 5140.892090
	Iteration 5Q: 3 clusters Score -6135329 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -6135708.000000 Penalty: 5140.892090
	Iteration 6Q: 3 clusters Score -6135708 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -6136141.000000 Penalty: 5140.892090
	Iteration 7Q: 3 clusters Score -6136141 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6136765.000000 Penalty: 5140.892090
	Iteration 8Q: 3 clusters Score -6136765 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -6137434.500000 Penalty: 5140.892090
	Iteration 9Q: 3 clusters Score -6137434 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -6138661.000000 Penalty: 5140.892090
	Iteration 10Q: 3 clusters Score -6138661 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6140142.000000 Penalty: 5140.892090
	Iteration 11F: 3 clusters Score -6140142 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -6141500.000000 Penalty: 5140.892090
	Iteration 12F: 3 clusters Score -6141500 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -6142343.500000 Penalty: 5140.892090
	Iteration 13Q: 3 clusters Score -6142344 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -6142722.500000 Penalty: 5140.892090
	Iteration 14Q: 3 clusters Score -6142722 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -6142878.000000 Penalty: 5140.892090
	Iteration 15Q: 3 clusters Score -6142878 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6142963.500000 Penalty: 5140.892090
	Iteration 16Q: 3 clusters Score -6142964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -6143051.000000 Penalty: 5140.892090
	Iteration 17Q: 3 clusters Score -6143051 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6143123.500000 Penalty: 5140.892090
	Iteration 18Q: 3 clusters Score -6143124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -6143155.500000 Penalty: 5140.892090
	Iteration 19Q: 3 clusters Score -6143156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -6143194.500000 Penalty: 5140.892090
	Iteration 20F: 3 clusters Score -6143194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -6143204.500000 Penalty: 5140.892090
	Iteration 21Q: 3 clusters Score -6143204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6143211.500000 Penalty: 5140.892090
	Iteration 22Q: 3 clusters Score -6143212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6143214.500000 Penalty: 5140.892090
	Iteration 23Q: 3 clusters Score -6143214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -6143222.000000 Penalty: 5140.892090
	Iteration 24Q: 3 clusters Score -6143222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6143220.500000 Penalty: 5140.892090
	Iteration 25Q: 3 clusters Score -6143220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6143222.000000 Penalty: 5140.892090
	Iteration 26Q: 3 clusters Score -6143222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6143240.000000 Penalty: 5140.892090
	Iteration 27Q: 3 clusters Score -6143240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -6143246.000000 Penalty: 5140.892090
	Iteration 28Q: 3 clusters Score -6143246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -6143250.000000 Penalty: 5140.892090
	Iteration 29Q: 3 clusters Score -6143250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -6143250.000000 Penalty: 5140.892090
	Iteration 30Q: 3 clusters Score -6143250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -6143264.500000 Penalty: 5140.892090
	Iteration 31Q: 3 clusters Score -6143264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -6143264.000000 Penalty: 5140.892090
	Iteration 32Q: 3 clusters Score -6143264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -6143267.500000 Penalty: 5140.892090
	Iteration 33Q: 3 clusters Score -6143268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -6143266.000000 Penalty: 5140.892090
	Iteration 34Q: 3 clusters Score -6143266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6143278.000000 Penalty: 5140.892090
	Iteration 35Q: 3 clusters Score -6143278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6143283.500000 Penalty: 5140.892090
	Iteration 36Q: 3 clusters Score -6143284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6143291.000000 Penalty: 5140.892090
	Iteration 37Q: 3 clusters Score -6143291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -6143303.500000 Penalty: 5140.892090
	Iteration 38Q: 3 clusters Score -6143304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6143308.500000 Penalty: 5140.892090
	Iteration 39Q: 3 clusters Score -6143308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6143312.500000 Penalty: 5140.892090
	Iteration 40F: 3 clusters Score -6143312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -6143318.000000 Penalty: 5140.892090
	Iteration 41Q: 3 clusters Score -6143318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -6143318.000000 Penalty: 5140.892090
	Iteration 42F: 3 clusters Score -6143318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Entering Unmasked Estep 
Score: -4400171.000000 Penalty: 2471.810791
	Iteration 0F: 2 clusters Score -4400171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -4387301.000000 Penalty: 4943.621582
	Iteration 0F: 3 clusters Score -4387301 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4392221.000000 Penalty: 4943.621582
	Iteration 1F: 3 clusters Score -4392221 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4392575.000000 Penalty: 4943.621582
	Iteration 2Q: 3 clusters Score -4392575 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4392860.000000 Penalty: 4943.621582
	Iteration 3Q: 3 clusters Score -4392860 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4393090.000000 Penalty: 4943.621582
	Iteration 4Q: 3 clusters Score -4393090 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -4393329.500000 Penalty: 4943.621582
	Iteration 5Q: 3 clusters Score -4393330 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -4393543.000000 Penalty: 4943.621582
	Iteration 6Q: 3 clusters Score -4393543 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -4393684.000000 Penalty: 4943.621582
	Iteration 7Q: 3 clusters Score -4393684 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -4393857.500000 Penalty: 4943.621582
	Iteration 8Q: 3 clusters Score -4393858 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -4394109.500000 Penalty: 4943.621582
	Iteration 9Q: 3 clusters Score -4394110 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4394324.000000 Penalty: 4943.621582
	Iteration 10Q: 3 clusters Score -4394324 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4394573.000000 Penalty: 4943.621582
	Iteration 11Q: 3 clusters Score -4394573 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4394854.500000 Penalty: 4943.621582
	Iteration 12Q: 3 clusters Score -4394854 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4395226.000000 Penalty: 4943.621582
	Iteration 13Q: 3 clusters Score -4395226 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4395677.500000 Penalty: 4943.621582
	Iteration 14Q: 3 clusters Score -4395678 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4396136.000000 Penalty: 4943.621582
	Iteration 15Q: 3 clusters Score -4396136 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4396577.500000 Penalty: 4943.621582
	Iteration 16Q: 3 clusters Score -4396578 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4396901.500000 Penalty: 4943.621582
	Iteration 17Q: 3 clusters Score -4396902 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4397210.000000 Penalty: 4943.621582
	Iteration 18Q: 3 clusters Score -4397210 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4397405.500000 Penalty: 4943.621582
	Iteration 19Q: 3 clusters Score -4397406 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4397592.500000 Penalty: 4943.621582
	Iteration 20F: 3 clusters Score -4397592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4397689.500000 Penalty: 4943.621582
	Iteration 21Q: 3 clusters Score -4397690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4397759.500000 Penalty: 4943.621582
	Iteration 22Q: 3 clusters Score -4397760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4397824.000000 Penalty: 4943.621582
	Iteration 23Q: 3 clusters Score -4397824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4397845.500000 Penalty: 4943.621582
	Iteration 24Q: 3 clusters Score -4397846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4397892.000000 Penalty: 4943.621582
	Iteration 25Q: 3 clusters Score -4397892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4397914.000000 Penalty: 4943.621582
	Iteration 26Q: 3 clusters Score -4397914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4397929.000000 Penalty: 4943.621582
	Iteration 27Q: 3 clusters Score -4397929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4397943.000000 Penalty: 4943.621582
	Iteration 28Q: 3 clusters Score -4397943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4397954.000000 Penalty: 4943.621582
	Iteration 29Q: 3 clusters Score -4397954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4397960.000000 Penalty: 4943.621582
	Iteration 30Q: 3 clusters Score -4397960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4397974.000000 Penalty: 4943.621582
	Iteration 31Q: 3 clusters Score -4397974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4397988.000000 Penalty: 4943.621582
	Iteration 32Q: 3 clusters Score -4397988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4397986.000000 Penalty: 4943.621582
	Iteration 33Q: 3 clusters Score -4397986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4397999.000000 Penalty: 4943.621582
	Iteration 34Q: 3 clusters Score -4397999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4398007.500000 Penalty: 4943.621582
	Iteration 35Q: 3 clusters Score -4398008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4398013.000000 Penalty: 4943.621582
	Iteration 36Q: 3 clusters Score -4398013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4398013.500000 Penalty: 4943.621582
	Iteration 37Q: 3 clusters Score -4398014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4398019.000000 Penalty: 4943.621582
	Iteration 38Q: 3 clusters Score -4398019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4398018.000000 Penalty: 4943.621582
	Iteration 39Q: 3 clusters Score -4398018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4398020.500000 Penalty: 4943.621582
	Iteration 40F: 3 clusters Score -4398020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4398024.500000 Penalty: 4943.621582
	Iteration 41Q: 3 clusters Score -4398024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4398026.500000 Penalty: 4943.621582
	Iteration 42Q: 3 clusters Score -4398026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4398021.500000 Penalty: 4943.621582
	Iteration 43Q: 3 clusters Score -4398022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4398031.000000 Penalty: 4943.621582
	Iteration 44Q: 3 clusters Score -4398031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4398032.500000 Penalty: 4943.621582
	Iteration 45Q: 3 clusters Score -4398032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4398034.500000 Penalty: 4943.621582
	Iteration 46Q: 3 clusters Score -4398034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4398035.000000 Penalty: 4943.621582
	Iteration 47Q: 3 clusters Score -4398035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4398030.500000 Penalty: 4943.621582
	Iteration 48Q: 3 clusters Score -4398030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4398042.000000 Penalty: 4943.621582
	Iteration 49Q: 3 clusters Score -4398042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4398041.500000 Penalty: 4943.621582
	Iteration 50Q: 3 clusters Score -4398042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4398044.500000 Penalty: 4943.621582
	Iteration 51Q: 3 clusters Score -4398044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4398052.000000 Penalty: 4943.621582
	Iteration 52Q: 3 clusters Score -4398052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4398054.000000 Penalty: 4943.621582
	Iteration 53Q: 3 clusters Score -4398054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4398054.000000 Penalty: 4943.621582
	Iteration 54F: 3 clusters Score -4398054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 21080 members 
Mstep: Class 4 contains 27399 members 
Mstep: Class 5 contains 31562 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 45230 members 
Mstep: Class 8 contains 21748 members 
Mstep: Class 9 contains 34576 members 
Mstep: Class 10 contains 41937 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30689 members 
Mstep: Class 13 contains 24089 members 
Mstep: Class 14 contains 37399 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 27200 members 
Mstep: Class 19 contains 14917 members 
Mstep: Class 20 contains 17158 members 
Mstep: Class 21 contains 30210 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37779 members 
Mstep: Class 24 contains 22174 members 
Mstep: Class 25 contains 32114 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30729 members 
Mstep: Class 28 contains 22492 members 
Mstep: Class 29 contains 32925 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2232 members 
Mstep: Class 32 contains 44836 members 
Mstep: Class 33 contains 26443 members 
Mstep: Class 34 contains 24250 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 22299 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23322 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13953 members 
Mstep: Class 41 contains 24552 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15563 members 
Mstep: Class 44 contains 30882 members 
Mstep: Class 45 contains 31720 members 
Mstep: Class 46 contains 21311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177432400.000000 Penalty: 156710.000000
Iteration 119Q: 47 clusters Score -1.774324e+08 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 27387 members 
Mstep: Class 5 contains 31571 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 45162 members 
Mstep: Class 8 contains 21791 members 
Mstep: Class 9 contains 34704 members 
Mstep: Class 10 contains 41822 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30785 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 37469 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12927 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 15032 members 
Mstep: Class 20 contains 17039 members 
Mstep: Class 21 contains 30325 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37753 members 
Mstep: Class 24 contains 22179 members 
Mstep: Class 25 contains 32082 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30809 members 
Mstep: Class 28 contains 22786 members 
Mstep: Class 29 contains 32692 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2229 members 
Mstep: Class 32 contains 44810 members 
Mstep: Class 33 contains 26405 members 
Mstep: Class 34 contains 24383 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 22375 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22849 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13967 members 
Mstep: Class 41 contains 24492 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15519 members 
Mstep: Class 44 contains 30817 members 
Mstep: Class 45 contains 31652 members 
Mstep: Class 46 contains 21305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177432944.000000 Penalty: 156710.000000
Iteration 120F: 47 clusters Score -1.774329e+08 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 5910 members 
Mstep: Class 3 contains 20868 members 
Mstep: Class 4 contains 27368 members 
Mstep: Class 5 contains 31580 members 
Mstep: Class 6 contains 4422 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 34803 members 
Mstep: Class 10 contains 41572 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30857 members 
Mstep: Class 13 contains 24553 members 
Mstep: Class 14 contains 37516 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12896 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 27142 members 
Mstep: Class 19 contains 15249 members 
Mstep: Class 20 contains 16966 members 
Mstep: Class 21 contains 30431 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37729 members 
Mstep: Class 24 contains 22159 members 
Mstep: Class 25 contains 32065 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30892 members 
Mstep: Class 28 contains 23250 members 
Mstep: Class 29 contains 32502 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2227 members 
Mstep: Class 32 contains 44808 members 
Mstep: Class 33 contains 26384 members 
Mstep: Class 34 contains 24483 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 22414 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22322 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13975 members 
Mstep: Class 41 contains 24479 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15478 members 
Mstep: Class 44 contains 30772 members 
Mstep: Class 45 contains 31597 members 
Mstep: Class 46 contains 21388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177433664.000000 Penalty: 156710.000000
Iteration 121Q: 47 clusters Score -1.774337e+08 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 5913 members 
Mstep: Class 3 contains 20783 members 
Mstep: Class 4 contains 27286 members 
Mstep: Class 5 contains 31562 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 44996 members 
Mstep: Class 8 contains 21814 members 
Mstep: Class 9 contains 34923 members 
Mstep: Class 10 contains 41349 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30926 members 
Mstep: Class 13 contains 24374 members 
Mstep: Class 14 contains 37595 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12870 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 27098 members 
Mstep: Class 19 contains 15571 members 
Mstep: Class 20 contains 16889 members 
Mstep: Class 21 contains 30578 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37682 members 
Mstep: Class 24 contains 22141 members 
Mstep: Class 25 contains 32019 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 30996 members 
Mstep: Class 28 contains 23831 members 
Mstep: Class 29 contains 32323 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 44772 members 
Mstep: Class 33 contains 26333 members 
Mstep: Class 34 contains 24608 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 22468 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21831 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 13996 members 
Mstep: Class 41 contains 24492 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15420 members 
Mstep: Class 44 contains 30740 members 
Mstep: Class 45 contains 31553 members 
Mstep: Class 46 contains 21576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177434272.000000 Penalty: 156710.000000
Iteration 122Q: 47 clusters Score -1.774343e+08 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 20678 members 
Mstep: Class 4 contains 27195 members 
Mstep: Class 5 contains 31558 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 44860 members 
Mstep: Class 8 contains 21809 members 
Mstep: Class 9 contains 35033 members 
Mstep: Class 10 contains 41120 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31008 members 
Mstep: Class 13 contains 23699 members 
Mstep: Class 14 contains 37631 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12852 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 27065 members 
Mstep: Class 19 contains 15929 members 
Mstep: Class 20 contains 16833 members 
Mstep: Class 21 contains 30728 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 37662 members 
Mstep: Class 24 contains 22158 members 
Mstep: Class 25 contains 32012 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31113 members 
Mstep: Class 28 contains 24369 members 
Mstep: Class 29 contains 32090 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2222 members 
Mstep: Class 32 contains 44749 members 
Mstep: Class 33 contains 26304 members 
Mstep: Class 34 contains 24713 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 22508 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21612 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14054 members 
Mstep: Class 41 contains 24536 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15348 members 
Mstep: Class 44 contains 30696 members 
Mstep: Class 45 contains 31530 members 
Mstep: Class 46 contains 21943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177435232.000000 Penalty: 156710.000000
Iteration 123Q: 47 clusters Score -1.774352e+08 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 20551 members 
Mstep: Class 4 contains 27163 members 
Mstep: Class 5 contains 31575 members 
Mstep: Class 6 contains 4430 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 21792 members 
Mstep: Class 9 contains 35103 members 
Mstep: Class 10 contains 40925 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31079 members 
Mstep: Class 13 contains 22821 members 
Mstep: Class 14 contains 37700 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12816 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 27043 members 
Mstep: Class 19 contains 16299 members 
Mstep: Class 20 contains 16789 members 
Mstep: Class 21 contains 30887 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37616 members 
Mstep: Class 24 contains 22176 members 
Mstep: Class 25 contains 32027 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31199 members 
Mstep: Class 28 contains 24646 members 
Mstep: Class 29 contains 31852 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2221 members 
Mstep: Class 32 contains 44758 members 
Mstep: Class 33 contains 26293 members 
Mstep: Class 34 contains 24790 members 
Mstep: Class 35 contains 2280 members 
Mstep: Class 36 contains 22522 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21711 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14108 members 
Mstep: Class 41 contains 24623 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15259 members 
Mstep: Class 44 contains 30673 members 
Mstep: Class 45 contains 31550 members 
Mstep: Class 46 contains 22345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177435488.000000 Penalty: 156710.000000
Iteration 124Q: 47 clusters Score -1.774355e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 20441 members 
Mstep: Class 4 contains 27176 members 
Mstep: Class 5 contains 31519 members 
Mstep: Class 6 contains 4423 members 
Mstep: Class 7 contains 44615 members 
Mstep: Class 8 contains 21767 members 
Mstep: Class 9 contains 35142 members 
Mstep: Class 10 contains 40772 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31129 members 
Mstep: Class 13 contains 21955 members 
Mstep: Class 14 contains 37726 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12781 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 26992 members 
Mstep: Class 19 contains 16644 members 
Mstep: Class 20 contains 16758 members 
Mstep: Class 21 contains 31058 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37582 members 
Mstep: Class 24 contains 22163 members 
Mstep: Class 25 contains 32023 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31321 members 
Mstep: Class 28 contains 24428 members 
Mstep: Class 29 contains 31644 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2218 members 
Mstep: Class 32 contains 44747 members 
Mstep: Class 33 contains 26321 members 
Mstep: Class 34 contains 24823 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 22555 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22150 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14119 members 
Mstep: Class 41 contains 24738 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15175 members 
Mstep: Class 44 contains 30691 members 
Mstep: Class 45 contains 31577 members 
Mstep: Class 46 contains 22865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177436112.000000 Penalty: 156710.000000
Iteration 125Q: 47 clusters Score -1.774361e+08 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 5894 members 
Mstep: Class 3 contains 20340 members 
Mstep: Class 4 contains 27137 members 
Mstep: Class 5 contains 31476 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 44474 members 
Mstep: Class 8 contains 21749 members 
Mstep: Class 9 contains 35147 members 
Mstep: Class 10 contains 40610 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31198 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 37784 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12752 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 26949 members 
Mstep: Class 19 contains 17053 members 
Mstep: Class 20 contains 16766 members 
Mstep: Class 21 contains 31210 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37542 members 
Mstep: Class 24 contains 22295 members 
Mstep: Class 25 contains 32023 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31406 members 
Mstep: Class 28 contains 23805 members 
Mstep: Class 29 contains 31437 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2217 members 
Mstep: Class 32 contains 44777 members 
Mstep: Class 33 contains 26324 members 
Mstep: Class 34 contains 24844 members 
Mstep: Class 35 contains 2280 members 
Mstep: Class 36 contains 22589 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22755 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14156 members 
Mstep: Class 41 contains 24828 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15096 members 
Mstep: Class 44 contains 30655 members 
Mstep: Class 45 contains 31598 members 
Mstep: Class 46 contains 23281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177436880.000000 Penalty: 156710.000000
Iteration 126Q: 47 clusters Score -1.774369e+08 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 5886 members 
Mstep: Class 3 contains 20237 members 
Mstep: Class 4 contains 27055 members 
Mstep: Class 5 contains 31427 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 44327 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 35133 members 
Mstep: Class 10 contains 40463 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31241 members 
Mstep: Class 13 contains 21120 members 
Mstep: Class 14 contains 37843 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12723 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 26917 members 
Mstep: Class 19 contains 17523 members 
Mstep: Class 20 contains 16764 members 
Mstep: Class 21 contains 31387 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37485 members 
Mstep: Class 24 contains 22533 members 
Mstep: Class 25 contains 32040 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31492 members 
Mstep: Class 28 contains 23036 members 
Mstep: Class 29 contains 31214 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2213 members 
Mstep: Class 32 contains 44806 members 
Mstep: Class 33 contains 26323 members 
Mstep: Class 34 contains 24864 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 22576 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23235 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14236 members 
Mstep: Class 41 contains 24885 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15010 members 
Mstep: Class 44 contains 30645 members 
Mstep: Class 45 contains 31628 members 
Mstep: Class 46 contains 23470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177438448.000000 Penalty: 156710.000000
Iteration 127Q: 47 clusters Score -1.774384e+08 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 20132 members 
Mstep: Class 4 contains 27014 members 
Mstep: Class 5 contains 31373 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 44163 members 
Mstep: Class 8 contains 21669 members 
Mstep: Class 9 contains 35142 members 
Mstep: Class 10 contains 40343 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 21418 members 
Mstep: Class 14 contains 37844 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12695 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 26887 members 
Mstep: Class 19 contains 17986 members 
Mstep: Class 20 contains 16789 members 
Mstep: Class 21 contains 31543 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37413 members 
Mstep: Class 24 contains 22724 members 
Mstep: Class 25 contains 32049 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31619 members 
Mstep: Class 28 contains 22224 members 
Mstep: Class 29 contains 31073 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2207 members 
Mstep: Class 32 contains 44823 members 
Mstep: Class 33 contains 26278 members 
Mstep: Class 34 contains 24880 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 22571 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23602 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14318 members 
Mstep: Class 41 contains 24927 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14937 members 
Mstep: Class 44 contains 30677 members 
Mstep: Class 45 contains 31669 members 
Mstep: Class 46 contains 23332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177439088.000000 Penalty: 156710.000000
Iteration 128Q: 47 clusters Score -1.774391e+08 nChanged 8870
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 20013 members 
Mstep: Class 4 contains 26955 members 
Mstep: Class 5 contains 31301 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 43960 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 35155 members 
Mstep: Class 10 contains 40245 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31270 members 
Mstep: Class 13 contains 21966 members 
Mstep: Class 14 contains 37814 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12688 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 26863 members 
Mstep: Class 19 contains 18404 members 
Mstep: Class 20 contains 16801 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 37356 members 
Mstep: Class 24 contains 22852 members 
Mstep: Class 25 contains 32085 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31760 members 
Mstep: Class 28 contains 21727 members 
Mstep: Class 29 contains 30964 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2199 members 
Mstep: Class 32 contains 44835 members 
Mstep: Class 33 contains 26288 members 
Mstep: Class 34 contains 24873 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 22559 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23864 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14378 members 
Mstep: Class 41 contains 24994 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14848 members 
Mstep: Class 44 contains 30703 members 
Mstep: Class 45 contains 31717 members 
Mstep: Class 46 contains 22828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177439200.000000 Penalty: 156710.000000
Iteration 129Q: 47 clusters Score -1.774392e+08 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 19901 members 
Mstep: Class 4 contains 26923 members 
Mstep: Class 5 contains 31207 members 
Mstep: Class 6 contains 4407 members 
Mstep: Class 7 contains 43740 members 
Mstep: Class 8 contains 21627 members 
Mstep: Class 9 contains 35174 members 
Mstep: Class 10 contains 40206 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31262 members 
Mstep: Class 13 contains 22417 members 
Mstep: Class 14 contains 37756 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12668 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 26871 members 
Mstep: Class 19 contains 18753 members 
Mstep: Class 20 contains 16822 members 
Mstep: Class 21 contains 31771 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 37312 members 
Mstep: Class 24 contains 22784 members 
Mstep: Class 25 contains 32100 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31868 members 
Mstep: Class 28 contains 21631 members 
Mstep: Class 29 contains 30899 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2196 members 
Mstep: Class 32 contains 44864 members 
Mstep: Class 33 contains 26283 members 
Mstep: Class 34 contains 24903 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 22547 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23975 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14482 members 
Mstep: Class 41 contains 25020 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14769 members 
Mstep: Class 44 contains 30707 members 
Mstep: Class 45 contains 31804 members 
Mstep: Class 46 contains 22349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177439744.000000 Penalty: 156710.000000
Iteration 130Q: 47 clusters Score -1.774397e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 5841 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 26959 members 
Mstep: Class 5 contains 31121 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 43547 members 
Mstep: Class 8 contains 21607 members 
Mstep: Class 9 contains 35164 members 
Mstep: Class 10 contains 40181 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 22743 members 
Mstep: Class 14 contains 37681 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12659 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 26893 members 
Mstep: Class 19 contains 19022 members 
Mstep: Class 20 contains 16848 members 
Mstep: Class 21 contains 31854 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 37272 members 
Mstep: Class 24 contains 22546 members 
Mstep: Class 25 contains 32160 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 31994 members 
Mstep: Class 28 contains 21786 members 
Mstep: Class 29 contains 30844 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2189 members 
Mstep: Class 32 contains 44880 members 
Mstep: Class 33 contains 26258 members 
Mstep: Class 34 contains 24908 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 22527 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 24036 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14569 members 
Mstep: Class 41 contains 25084 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14674 members 
Mstep: Class 44 contains 30698 members 
Mstep: Class 45 contains 31821 members 
Mstep: Class 46 contains 21974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440160.000000 Penalty: 156710.000000
Iteration 131Q: 47 clusters Score -1.774402e+08 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 19705 members 
Mstep: Class 4 contains 26956 members 
Mstep: Class 5 contains 31029 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 43387 members 
Mstep: Class 8 contains 21589 members 
Mstep: Class 9 contains 35128 members 
Mstep: Class 10 contains 40185 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 23041 members 
Mstep: Class 14 contains 37603 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12645 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 26920 members 
Mstep: Class 19 contains 19238 members 
Mstep: Class 20 contains 16906 members 
Mstep: Class 21 contains 31923 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 37173 members 
Mstep: Class 24 contains 22339 members 
Mstep: Class 25 contains 32184 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32097 members 
Mstep: Class 28 contains 21974 members 
Mstep: Class 29 contains 30784 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2184 members 
Mstep: Class 32 contains 44887 members 
Mstep: Class 33 contains 26234 members 
Mstep: Class 34 contains 24905 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 22562 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23978 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14668 members 
Mstep: Class 41 contains 25126 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14577 members 
Mstep: Class 44 contains 30709 members 
Mstep: Class 45 contains 31833 members 
Mstep: Class 46 contains 21769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440752.000000 Penalty: 156710.000000
Iteration 132Q: 47 clusters Score -1.774408e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 19615 members 
Mstep: Class 4 contains 26906 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 4408 members 
Mstep: Class 7 contains 43259 members 
Mstep: Class 8 contains 21580 members 
Mstep: Class 9 contains 35078 members 
Mstep: Class 10 contains 40188 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31295 members 
Mstep: Class 13 contains 23323 members 
Mstep: Class 14 contains 37539 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12622 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 26937 members 
Mstep: Class 19 contains 19363 members 
Mstep: Class 20 contains 16950 members 
Mstep: Class 21 contains 32005 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 22197 members 
Mstep: Class 25 contains 32205 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32181 members 
Mstep: Class 28 contains 22197 members 
Mstep: Class 29 contains 30756 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2182 members 
Mstep: Class 32 contains 44911 members 
Mstep: Class 33 contains 26220 members 
Mstep: Class 34 contains 24865 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 22569 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23799 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14778 members 
Mstep: Class 41 contains 25162 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14499 members 
Mstep: Class 44 contains 30740 members 
Mstep: Class 45 contains 31843 members 
Mstep: Class 46 contains 21698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440512.000000 Penalty: 156710.000000
Iteration 133Q: 47 clusters Score -1.774405e+08 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 19541 members 
Mstep: Class 4 contains 26931 members 
Mstep: Class 5 contains 30929 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 43119 members 
Mstep: Class 8 contains 21576 members 
Mstep: Class 9 contains 35020 members 
Mstep: Class 10 contains 40204 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31290 members 
Mstep: Class 13 contains 23609 members 
Mstep: Class 14 contains 37511 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12601 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 26966 members 
Mstep: Class 19 contains 19502 members 
Mstep: Class 20 contains 16997 members 
Mstep: Class 21 contains 32079 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 36930 members 
Mstep: Class 24 contains 22073 members 
Mstep: Class 25 contains 32225 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32247 members 
Mstep: Class 28 contains 22412 members 
Mstep: Class 29 contains 30698 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2177 members 
Mstep: Class 32 contains 44935 members 
Mstep: Class 33 contains 26210 members 
Mstep: Class 34 contains 24786 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 22592 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23536 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 14874 members 
Mstep: Class 41 contains 25179 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14461 members 
Mstep: Class 44 contains 30763 members 
Mstep: Class 45 contains 31809 members 
Mstep: Class 46 contains 21628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440160.000000 Penalty: 156710.000000
Iteration 134Q: 47 clusters Score -1.774402e+08 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 5804 members 
Mstep: Class 3 contains 19469 members 
Mstep: Class 4 contains 26967 members 
Mstep: Class 5 contains 30860 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 42973 members 
Mstep: Class 8 contains 21549 members 
Mstep: Class 9 contains 35003 members 
Mstep: Class 10 contains 40203 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31288 members 
Mstep: Class 13 contains 23868 members 
Mstep: Class 14 contains 37421 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12579 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 27006 members 
Mstep: Class 19 contains 19605 members 
Mstep: Class 20 contains 17032 members 
Mstep: Class 21 contains 32170 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 36840 members 
Mstep: Class 24 contains 22011 members 
Mstep: Class 25 contains 32217 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32273 members 
Mstep: Class 28 contains 22641 members 
Mstep: Class 29 contains 30613 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2175 members 
Mstep: Class 32 contains 44927 members 
Mstep: Class 33 contains 26207 members 
Mstep: Class 34 contains 24730 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 22632 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23203 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15057 members 
Mstep: Class 41 contains 25158 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14429 members 
Mstep: Class 44 contains 30805 members 
Mstep: Class 45 contains 31844 members 
Mstep: Class 46 contains 21581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440464.000000 Penalty: 156710.000000
Iteration 135Q: 47 clusters Score -1.774405e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 5801 members 
Mstep: Class 3 contains 19419 members 
Mstep: Class 4 contains 27024 members 
Mstep: Class 5 contains 30774 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 42759 members 
Mstep: Class 8 contains 21553 members 
Mstep: Class 9 contains 34975 members 
Mstep: Class 10 contains 40239 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31299 members 
Mstep: Class 13 contains 23967 members 
Mstep: Class 14 contains 37313 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12569 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27038 members 
Mstep: Class 19 contains 19677 members 
Mstep: Class 20 contains 17094 members 
Mstep: Class 21 contains 32269 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 36796 members 
Mstep: Class 24 contains 21961 members 
Mstep: Class 25 contains 32196 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32287 members 
Mstep: Class 28 contains 22874 members 
Mstep: Class 29 contains 30532 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2173 members 
Mstep: Class 32 contains 44967 members 
Mstep: Class 33 contains 26161 members 
Mstep: Class 34 contains 24687 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 22674 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22882 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15254 members 
Mstep: Class 41 contains 25133 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14409 members 
Mstep: Class 44 contains 30845 members 
Mstep: Class 45 contains 31853 members 
Mstep: Class 46 contains 21606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440832.000000 Penalty: 156710.000000
Iteration 136Q: 47 clusters Score -1.774408e+08 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 5794 members 
Mstep: Class 3 contains 19387 members 
Mstep: Class 4 contains 27101 members 
Mstep: Class 5 contains 30694 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 42544 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 34941 members 
Mstep: Class 10 contains 40295 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31305 members 
Mstep: Class 13 contains 23938 members 
Mstep: Class 14 contains 37202 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12560 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27088 members 
Mstep: Class 19 contains 19725 members 
Mstep: Class 20 contains 17158 members 
Mstep: Class 21 contains 32329 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36736 members 
Mstep: Class 24 contains 21932 members 
Mstep: Class 25 contains 32219 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32295 members 
Mstep: Class 28 contains 23089 members 
Mstep: Class 29 contains 30463 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2171 members 
Mstep: Class 32 contains 45020 members 
Mstep: Class 33 contains 26160 members 
Mstep: Class 34 contains 24661 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 22725 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22597 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15464 members 
Mstep: Class 41 contains 25107 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14388 members 
Mstep: Class 44 contains 30846 members 
Mstep: Class 45 contains 31858 members 
Mstep: Class 46 contains 21679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440512.000000 Penalty: 156710.000000
Iteration 137Q: 47 clusters Score -1.774405e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 5786 members 
Mstep: Class 3 contains 19319 members 
Mstep: Class 4 contains 27173 members 
Mstep: Class 5 contains 30620 members 
Mstep: Class 6 contains 4404 members 
Mstep: Class 7 contains 42366 members 
Mstep: Class 8 contains 21532 members 
Mstep: Class 9 contains 34925 members 
Mstep: Class 10 contains 40325 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31289 members 
Mstep: Class 13 contains 23732 members 
Mstep: Class 14 contains 37129 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12543 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 27137 members 
Mstep: Class 19 contains 19793 members 
Mstep: Class 20 contains 17202 members 
Mstep: Class 21 contains 32402 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36694 members 
Mstep: Class 24 contains 21915 members 
Mstep: Class 25 contains 32222 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32315 members 
Mstep: Class 28 contains 23313 members 
Mstep: Class 29 contains 30370 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2171 members 
Mstep: Class 32 contains 45047 members 
Mstep: Class 33 contains 26178 members 
Mstep: Class 34 contains 24670 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 22791 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22341 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15681 members 
Mstep: Class 41 contains 25068 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14356 members 
Mstep: Class 44 contains 30807 members 
Mstep: Class 45 contains 31880 members 
Mstep: Class 46 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440704.000000 Penalty: 156710.000000
Iteration 138Q: 47 clusters Score -1.774407e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 5779 members 
Mstep: Class 3 contains 19275 members 
Mstep: Class 4 contains 27150 members 
Mstep: Class 5 contains 30566 members 
Mstep: Class 6 contains 4400 members 
Mstep: Class 7 contains 42211 members 
Mstep: Class 8 contains 21521 members 
Mstep: Class 9 contains 34895 members 
Mstep: Class 10 contains 40330 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31312 members 
Mstep: Class 13 contains 23401 members 
Mstep: Class 14 contains 37040 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12534 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 27153 members 
Mstep: Class 19 contains 19839 members 
Mstep: Class 20 contains 17234 members 
Mstep: Class 21 contains 32495 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36683 members 
Mstep: Class 24 contains 21920 members 
Mstep: Class 25 contains 32225 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32299 members 
Mstep: Class 28 contains 23501 members 
Mstep: Class 29 contains 30259 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2170 members 
Mstep: Class 32 contains 45077 members 
Mstep: Class 33 contains 26186 members 
Mstep: Class 34 contains 24678 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 22855 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22281 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 15884 members 
Mstep: Class 41 contains 25065 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14350 members 
Mstep: Class 44 contains 30806 members 
Mstep: Class 45 contains 31883 members 
Mstep: Class 46 contains 22032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440016.000000 Penalty: 156710.000000
Iteration 139Q: 47 clusters Score -1.7744e+08 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 19213 members 
Mstep: Class 4 contains 27163 members 
Mstep: Class 5 contains 30513 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 42052 members 
Mstep: Class 8 contains 21530 members 
Mstep: Class 9 contains 34870 members 
Mstep: Class 10 contains 40351 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31327 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 36980 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12524 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27179 members 
Mstep: Class 19 contains 19876 members 
Mstep: Class 20 contains 17268 members 
Mstep: Class 21 contains 32591 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36668 members 
Mstep: Class 24 contains 21921 members 
Mstep: Class 25 contains 32186 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32339 members 
Mstep: Class 28 contains 23523 members 
Mstep: Class 29 contains 30130 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2169 members 
Mstep: Class 32 contains 45069 members 
Mstep: Class 33 contains 26197 members 
Mstep: Class 34 contains 24704 members 
Mstep: Class 35 contains 2288 members 
Mstep: Class 36 contains 22937 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22321 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16112 members 
Mstep: Class 41 contains 25053 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14332 members 
Mstep: Class 44 contains 30830 members 
Mstep: Class 45 contains 31894 members 
Mstep: Class 46 contains 22264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440752.000000 Penalty: 156710.000000
Iteration 140F: 47 clusters Score -1.774408e+08 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 19142 members 
Mstep: Class 4 contains 27178 members 
Mstep: Class 5 contains 30451 members 
Mstep: Class 6 contains 4394 members 
Mstep: Class 7 contains 41930 members 
Mstep: Class 8 contains 21540 members 
Mstep: Class 9 contains 34838 members 
Mstep: Class 10 contains 40217 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31330 members 
Mstep: Class 13 contains 22639 members 
Mstep: Class 14 contains 36925 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12517 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27194 members 
Mstep: Class 19 contains 20310 members 
Mstep: Class 20 contains 17297 members 
Mstep: Class 21 contains 32693 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36634 members 
Mstep: Class 24 contains 21901 members 
Mstep: Class 25 contains 32136 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32355 members 
Mstep: Class 28 contains 23393 members 
Mstep: Class 29 contains 30051 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 45075 members 
Mstep: Class 33 contains 26215 members 
Mstep: Class 34 contains 24693 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 23021 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22494 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16326 members 
Mstep: Class 41 contains 25045 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14240 members 
Mstep: Class 44 contains 30834 members 
Mstep: Class 45 contains 31868 members 
Mstep: Class 46 contains 22413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440848.000000 Penalty: 156710.000000
Iteration 141Q: 47 clusters Score -1.774408e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 19066 members 
Mstep: Class 4 contains 27231 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 4395 members 
Mstep: Class 7 contains 41782 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 34834 members 
Mstep: Class 10 contains 40135 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31330 members 
Mstep: Class 13 contains 22343 members 
Mstep: Class 14 contains 36894 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12497 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 27187 members 
Mstep: Class 19 contains 20700 members 
Mstep: Class 20 contains 17315 members 
Mstep: Class 21 contains 32829 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36598 members 
Mstep: Class 24 contains 21901 members 
Mstep: Class 25 contains 32069 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32332 members 
Mstep: Class 28 contains 23144 members 
Mstep: Class 29 contains 29960 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 45060 members 
Mstep: Class 33 contains 26248 members 
Mstep: Class 34 contains 24729 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 23076 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22785 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16530 members 
Mstep: Class 41 contains 25026 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14150 members 
Mstep: Class 44 contains 30832 members 
Mstep: Class 45 contains 31876 members 
Mstep: Class 46 contains 22457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441408.000000 Penalty: 156710.000000
Iteration 142Q: 47 clusters Score -1.774414e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 19009 members 
Mstep: Class 4 contains 27232 members 
Mstep: Class 5 contains 30387 members 
Mstep: Class 6 contains 4389 members 
Mstep: Class 7 contains 41624 members 
Mstep: Class 8 contains 21573 members 
Mstep: Class 9 contains 34824 members 
Mstep: Class 10 contains 40085 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31340 members 
Mstep: Class 13 contains 22224 members 
Mstep: Class 14 contains 36869 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12477 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27188 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 17330 members 
Mstep: Class 21 contains 32973 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36583 members 
Mstep: Class 24 contains 21866 members 
Mstep: Class 25 contains 31979 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32282 members 
Mstep: Class 28 contains 22839 members 
Mstep: Class 29 contains 29904 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 45031 members 
Mstep: Class 33 contains 26254 members 
Mstep: Class 34 contains 24754 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 23129 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23125 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16682 members 
Mstep: Class 41 contains 25028 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14087 members 
Mstep: Class 44 contains 30812 members 
Mstep: Class 45 contains 31843 members 
Mstep: Class 46 contains 22408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442576.000000 Penalty: 156710.000000
Iteration 143Q: 47 clusters Score -1.774426e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 18957 members 
Mstep: Class 4 contains 27195 members 
Mstep: Class 5 contains 30361 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 41479 members 
Mstep: Class 8 contains 21600 members 
Mstep: Class 9 contains 34792 members 
Mstep: Class 10 contains 40052 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 22345 members 
Mstep: Class 14 contains 36802 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12455 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 27206 members 
Mstep: Class 19 contains 21520 members 
Mstep: Class 20 contains 17350 members 
Mstep: Class 21 contains 33083 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36569 members 
Mstep: Class 24 contains 21837 members 
Mstep: Class 25 contains 31920 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32264 members 
Mstep: Class 28 contains 22571 members 
Mstep: Class 29 contains 29853 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2165 members 
Mstep: Class 32 contains 45009 members 
Mstep: Class 33 contains 26211 members 
Mstep: Class 34 contains 24776 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 23136 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23369 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 16863 members 
Mstep: Class 41 contains 25019 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14011 members 
Mstep: Class 44 contains 30809 members 
Mstep: Class 45 contains 31827 members 
Mstep: Class 46 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442992.000000 Penalty: 156710.000000
Iteration 144Q: 47 clusters Score -1.77443e+08 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 5679 members 
Mstep: Class 3 contains 18917 members 
Mstep: Class 4 contains 27183 members 
Mstep: Class 5 contains 30336 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 41321 members 
Mstep: Class 8 contains 21625 members 
Mstep: Class 9 contains 34764 members 
Mstep: Class 10 contains 40008 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31349 members 
Mstep: Class 13 contains 22557 members 
Mstep: Class 14 contains 36766 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12435 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 27251 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 17378 members 
Mstep: Class 21 contains 33167 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36543 members 
Mstep: Class 24 contains 21826 members 
Mstep: Class 25 contains 31866 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32255 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 29783 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2163 members 
Mstep: Class 32 contains 45007 members 
Mstep: Class 33 contains 26215 members 
Mstep: Class 34 contains 24761 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23130 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23562 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 17065 members 
Mstep: Class 41 contains 25015 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13938 members 
Mstep: Class 44 contains 30772 members 
Mstep: Class 45 contains 31815 members 
Mstep: Class 46 contains 22053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443008.000000 Penalty: 156710.000000
Iteration 145Q: 47 clusters Score -1.77443e+08 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 18869 members 
Mstep: Class 4 contains 27085 members 
Mstep: Class 5 contains 30283 members 
Mstep: Class 6 contains 4354 members 
Mstep: Class 7 contains 41156 members 
Mstep: Class 8 contains 21649 members 
Mstep: Class 9 contains 34732 members 
Mstep: Class 10 contains 39975 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 22796 members 
Mstep: Class 14 contains 36726 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 22218 members 
Mstep: Class 20 contains 17383 members 
Mstep: Class 21 contains 33264 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36518 members 
Mstep: Class 24 contains 21788 members 
Mstep: Class 25 contains 31807 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32244 members 
Mstep: Class 28 contains 22211 members 
Mstep: Class 29 contains 29697 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2161 members 
Mstep: Class 32 contains 44985 members 
Mstep: Class 33 contains 26199 members 
Mstep: Class 34 contains 24802 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 23142 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23660 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 17299 members 
Mstep: Class 41 contains 25006 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13870 members 
Mstep: Class 44 contains 30782 members 
Mstep: Class 45 contains 31833 members 
Mstep: Class 46 contains 21856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443648.000000 Penalty: 156710.000000
Iteration 146Q: 47 clusters Score -1.774436e+08 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 5659 members 
Mstep: Class 3 contains 18826 members 
Mstep: Class 4 contains 27049 members 
Mstep: Class 5 contains 30230 members 
Mstep: Class 6 contains 4346 members 
Mstep: Class 7 contains 40982 members 
Mstep: Class 8 contains 21665 members 
Mstep: Class 9 contains 34700 members 
Mstep: Class 10 contains 39956 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31340 members 
Mstep: Class 13 contains 22982 members 
Mstep: Class 14 contains 36674 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12405 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 27363 members 
Mstep: Class 19 contains 22508 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 33388 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36504 members 
Mstep: Class 24 contains 21728 members 
Mstep: Class 25 contains 31755 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32240 members 
Mstep: Class 28 contains 22231 members 
Mstep: Class 29 contains 29675 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2159 members 
Mstep: Class 32 contains 44945 members 
Mstep: Class 33 contains 26170 members 
Mstep: Class 34 contains 24826 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23156 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23594 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 17512 members 
Mstep: Class 41 contains 25017 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13831 members 
Mstep: Class 44 contains 30732 members 
Mstep: Class 45 contains 31792 members 
Mstep: Class 46 contains 21713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444224.000000 Penalty: 156710.000000
Iteration 147Q: 47 clusters Score -1.774442e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 5652 members 
Mstep: Class 3 contains 18767 members 
Mstep: Class 4 contains 27000 members 
Mstep: Class 5 contains 30192 members 
Mstep: Class 6 contains 4339 members 
Mstep: Class 7 contains 40762 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 34681 members 
Mstep: Class 10 contains 39934 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31352 members 
Mstep: Class 13 contains 23132 members 
Mstep: Class 14 contains 36632 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12400 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 27439 members 
Mstep: Class 19 contains 22747 members 
Mstep: Class 20 contains 17397 members 
Mstep: Class 21 contains 33502 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36484 members 
Mstep: Class 24 contains 21678 members 
Mstep: Class 25 contains 31696 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32240 members 
Mstep: Class 28 contains 22346 members 
Mstep: Class 29 contains 29627 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2156 members 
Mstep: Class 32 contains 44905 members 
Mstep: Class 33 contains 26151 members 
Mstep: Class 34 contains 24887 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23167 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23432 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 17787 members 
Mstep: Class 41 contains 25041 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13783 members 
Mstep: Class 44 contains 30667 members 
Mstep: Class 45 contains 31764 members 
Mstep: Class 46 contains 21615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444016.000000 Penalty: 156710.000000
Iteration 148Q: 47 clusters Score -1.77444e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 5647 members 
Mstep: Class 3 contains 18720 members 
Mstep: Class 4 contains 26987 members 
Mstep: Class 5 contains 30128 members 
Mstep: Class 6 contains 4341 members 
Mstep: Class 7 contains 40555 members 
Mstep: Class 8 contains 21635 members 
Mstep: Class 9 contains 34650 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31367 members 
Mstep: Class 13 contains 23280 members 
Mstep: Class 14 contains 36622 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 27502 members 
Mstep: Class 19 contains 22989 members 
Mstep: Class 20 contains 17417 members 
Mstep: Class 21 contains 33593 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36459 members 
Mstep: Class 24 contains 21608 members 
Mstep: Class 25 contains 31657 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32198 members 
Mstep: Class 28 contains 22455 members 
Mstep: Class 29 contains 29566 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 44850 members 
Mstep: Class 33 contains 26147 members 
Mstep: Class 34 contains 24879 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 23164 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23237 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 18078 members 
Mstep: Class 41 contains 25066 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13773 members 
Mstep: Class 44 contains 30637 members 
Mstep: Class 45 contains 31744 members 
Mstep: Class 46 contains 21548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443984.000000 Penalty: 156710.000000
Iteration 149Q: 47 clusters Score -1.77444e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 5638 members 
Mstep: Class 3 contains 18631 members 
Mstep: Class 4 contains 27002 members 
Mstep: Class 5 contains 30068 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 40372 members 
Mstep: Class 8 contains 21660 members 
Mstep: Class 9 contains 34622 members 
Mstep: Class 10 contains 39994 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31356 members 
Mstep: Class 13 contains 23358 members 
Mstep: Class 14 contains 36626 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12369 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 27575 members 
Mstep: Class 19 contains 23245 members 
Mstep: Class 20 contains 17432 members 
Mstep: Class 21 contains 33685 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36431 members 
Mstep: Class 24 contains 21560 members 
Mstep: Class 25 contains 31596 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32173 members 
Mstep: Class 28 contains 22599 members 
Mstep: Class 29 contains 29493 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2154 members 
Mstep: Class 32 contains 44761 members 
Mstep: Class 33 contains 26148 members 
Mstep: Class 34 contains 24883 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23167 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23014 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 18397 members 
Mstep: Class 41 contains 25074 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13766 members 
Mstep: Class 44 contains 30578 members 
Mstep: Class 45 contains 31748 members 
Mstep: Class 46 contains 21498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443840.000000 Penalty: 156710.000000
Iteration 150Q: 47 clusters Score -1.774438e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 18594 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 30024 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 40208 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 34636 members 
Mstep: Class 10 contains 40031 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31337 members 
Mstep: Class 13 contains 23362 members 
Mstep: Class 14 contains 36601 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12340 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 27629 members 
Mstep: Class 19 contains 23479 members 
Mstep: Class 20 contains 17471 members 
Mstep: Class 21 contains 33745 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36427 members 
Mstep: Class 24 contains 21511 members 
Mstep: Class 25 contains 31520 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32156 members 
Mstep: Class 28 contains 22741 members 
Mstep: Class 29 contains 29423 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2152 members 
Mstep: Class 32 contains 44637 members 
Mstep: Class 33 contains 26145 members 
Mstep: Class 34 contains 24870 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23169 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22833 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 18773 members 
Mstep: Class 41 contains 25050 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13765 members 
Mstep: Class 44 contains 30528 members 
Mstep: Class 45 contains 31695 members 
Mstep: Class 46 contains 21475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444288.000000 Penalty: 156710.000000
Iteration 151Q: 47 clusters Score -1.774443e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 18546 members 
Mstep: Class 4 contains 27062 members 
Mstep: Class 5 contains 29932 members 
Mstep: Class 6 contains 4321 members 
Mstep: Class 7 contains 40041 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 34634 members 
Mstep: Class 10 contains 40090 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31344 members 
Mstep: Class 13 contains 23276 members 
Mstep: Class 14 contains 36588 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12320 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 23679 members 
Mstep: Class 20 contains 17503 members 
Mstep: Class 21 contains 33818 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36443 members 
Mstep: Class 24 contains 21454 members 
Mstep: Class 25 contains 31417 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32118 members 
Mstep: Class 28 contains 22885 members 
Mstep: Class 29 contains 29355 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2148 members 
Mstep: Class 32 contains 44486 members 
Mstep: Class 33 contains 26150 members 
Mstep: Class 34 contains 24882 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 23181 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22678 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 19238 members 
Mstep: Class 41 contains 25035 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13781 members 
Mstep: Class 44 contains 30463 members 
Mstep: Class 45 contains 31606 members 
Mstep: Class 46 contains 21527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444880.000000 Penalty: 156710.000000
Iteration 152Q: 47 clusters Score -1.774449e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 18480 members 
Mstep: Class 4 contains 27041 members 
Mstep: Class 5 contains 29844 members 
Mstep: Class 6 contains 4316 members 
Mstep: Class 7 contains 39844 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 34647 members 
Mstep: Class 10 contains 40149 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31336 members 
Mstep: Class 13 contains 23118 members 
Mstep: Class 14 contains 36606 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12294 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27797 members 
Mstep: Class 19 contains 23857 members 
Mstep: Class 20 contains 17533 members 
Mstep: Class 21 contains 33862 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36419 members 
Mstep: Class 24 contains 21422 members 
Mstep: Class 25 contains 31299 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32119 members 
Mstep: Class 28 contains 22979 members 
Mstep: Class 29 contains 29218 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2145 members 
Mstep: Class 32 contains 44334 members 
Mstep: Class 33 contains 26144 members 
Mstep: Class 34 contains 24908 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 23190 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22611 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 19761 members 
Mstep: Class 41 contains 25019 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13786 members 
Mstep: Class 44 contains 30429 members 
Mstep: Class 45 contains 31541 members 
Mstep: Class 46 contains 21634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445120.000000 Penalty: 156710.000000
Iteration 153Q: 47 clusters Score -1.774451e+08 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5585 members 
Mstep: Class 3 contains 18425 members 
Mstep: Class 4 contains 27067 members 
Mstep: Class 5 contains 29787 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 39617 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 34634 members 
Mstep: Class 10 contains 40203 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31309 members 
Mstep: Class 13 contains 22906 members 
Mstep: Class 14 contains 36621 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12278 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 27856 members 
Mstep: Class 19 contains 24012 members 
Mstep: Class 20 contains 17551 members 
Mstep: Class 21 contains 33873 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 36398 members 
Mstep: Class 24 contains 21406 members 
Mstep: Class 25 contains 31236 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32105 members 
Mstep: Class 28 contains 22959 members 
Mstep: Class 29 contains 29112 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2140 members 
Mstep: Class 32 contains 44231 members 
Mstep: Class 33 contains 26125 members 
Mstep: Class 34 contains 24909 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 23188 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22585 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 20295 members 
Mstep: Class 41 contains 25039 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13791 members 
Mstep: Class 44 contains 30387 members 
Mstep: Class 45 contains 31517 members 
Mstep: Class 46 contains 21765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444880.000000 Penalty: 156710.000000
Iteration 154Q: 47 clusters Score -1.774449e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 18344 members 
Mstep: Class 4 contains 27068 members 
Mstep: Class 5 contains 29708 members 
Mstep: Class 6 contains 4307 members 
Mstep: Class 7 contains 39338 members 
Mstep: Class 8 contains 21767 members 
Mstep: Class 9 contains 34623 members 
Mstep: Class 10 contains 40305 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 22739 members 
Mstep: Class 14 contains 36620 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12261 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 27936 members 
Mstep: Class 19 contains 24125 members 
Mstep: Class 20 contains 17572 members 
Mstep: Class 21 contains 33883 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 36406 members 
Mstep: Class 24 contains 21413 members 
Mstep: Class 25 contains 31171 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32074 members 
Mstep: Class 28 contains 22881 members 
Mstep: Class 29 contains 29011 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2139 members 
Mstep: Class 32 contains 44165 members 
Mstep: Class 33 contains 26161 members 
Mstep: Class 34 contains 24902 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 23174 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22639 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 20917 members 
Mstep: Class 41 contains 25047 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13820 members 
Mstep: Class 44 contains 30312 members 
Mstep: Class 45 contains 31479 members 
Mstep: Class 46 contains 21832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445136.000000 Penalty: 156710.000000
Iteration 155Q: 47 clusters Score -1.774451e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 5539 members 
Mstep: Class 3 contains 18265 members 
Mstep: Class 4 contains 27114 members 
Mstep: Class 5 contains 29638 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 39067 members 
Mstep: Class 8 contains 21801 members 
Mstep: Class 9 contains 34603 members 
Mstep: Class 10 contains 40378 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31241 members 
Mstep: Class 13 contains 22564 members 
Mstep: Class 14 contains 36623 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12242 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 24216 members 
Mstep: Class 20 contains 17598 members 
Mstep: Class 21 contains 33901 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 36428 members 
Mstep: Class 24 contains 21451 members 
Mstep: Class 25 contains 31105 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 32028 members 
Mstep: Class 28 contains 22778 members 
Mstep: Class 29 contains 28915 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2138 members 
Mstep: Class 32 contains 44102 members 
Mstep: Class 33 contains 26183 members 
Mstep: Class 34 contains 24893 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 23160 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22724 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 21534 members 
Mstep: Class 41 contains 25062 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13837 members 
Mstep: Class 44 contains 30252 members 
Mstep: Class 45 contains 31423 members 
Mstep: Class 46 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444240.000000 Penalty: 156710.000000
Iteration 156Q: 47 clusters Score -1.774442e+08 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 18164 members 
Mstep: Class 4 contains 27122 members 
Mstep: Class 5 contains 29550 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 38831 members 
Mstep: Class 8 contains 21846 members 
Mstep: Class 9 contains 34578 members 
Mstep: Class 10 contains 40426 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31205 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12213 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 28061 members 
Mstep: Class 19 contains 24262 members 
Mstep: Class 20 contains 17624 members 
Mstep: Class 21 contains 33906 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 36472 members 
Mstep: Class 24 contains 21497 members 
Mstep: Class 25 contains 31038 members 
Mstep: Class 26 contains 233 members 
Mstep: Class 27 contains 31992 members 
Mstep: Class 28 contains 22611 members 
Mstep: Class 29 contains 28846 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2137 members 
Mstep: Class 32 contains 44011 members 
Mstep: Class 33 contains 26192 members 
Mstep: Class 34 contains 24875 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 23184 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22889 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 22177 members 
Mstep: Class 41 contains 25077 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13855 members 
Mstep: Class 44 contains 30217 members 
Mstep: Class 45 contains 31369 members 
Mstep: Class 46 contains 21786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444592.000000 Penalty: 156710.000000
Iteration 157Q: 47 clusters Score -1.774446e+08 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5499 members 
Mstep: Class 3 contains 18085 members 
Mstep: Class 4 contains 27118 members 
Mstep: Class 5 contains 29480 members 
Mstep: Class 6 contains 4284 members 
Mstep: Class 7 contains 38551 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 34572 members 
Mstep: Class 10 contains 40490 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31179 members 
Mstep: Class 13 contains 22462 members 
Mstep: Class 14 contains 36645 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12193 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 28123 members 
Mstep: Class 19 contains 24299 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 33917 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36485 members 
Mstep: Class 24 contains 21523 members 
Mstep: Class 25 contains 30954 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31933 members 
Mstep: Class 28 contains 22441 members 
Mstep: Class 29 contains 28807 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2132 members 
Mstep: Class 32 contains 43900 members 
Mstep: Class 33 contains 26200 members 
Mstep: Class 34 contains 24886 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 23195 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23046 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 22834 members 
Mstep: Class 41 contains 25093 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13872 members 
Mstep: Class 44 contains 30147 members 
Mstep: Class 45 contains 31346 members 
Mstep: Class 46 contains 21705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445312.000000 Penalty: 156710.000000
Iteration 158Q: 47 clusters Score -1.774453e+08 nChanged 5404
Entering ConstructFrom: 
Score: -177445312.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (29407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Entering Unmasked Estep 
Score: -5676714.000000 Penalty: 2551.668945
	Iteration 0F: 2 clusters Score -5676714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5657345.500000 Penalty: 5103.337891
	Iteration 0F: 3 clusters Score -5657346 nChanged 13295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -5664504.000000 Penalty: 5103.337891
	Iteration 1F: 3 clusters Score -5664504 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -5664999.000000 Penalty: 5103.337891
	Iteration 2Q: 3 clusters Score -5664999 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -5665400.500000 Penalty: 5103.337891
	Iteration 3Q: 3 clusters Score -5665400 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5665859.000000 Penalty: 5103.337891
	Iteration 4Q: 3 clusters Score -5665859 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5666391.500000 Penalty: 5103.337891
	Iteration 5Q: 3 clusters Score -5666392 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5667111.000000 Penalty: 5103.337891
	Iteration 6Q: 3 clusters Score -5667111 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5668114.000000 Penalty: 5103.337891
	Iteration 7F: 3 clusters Score -5668114 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5669323.000000 Penalty: 5103.337891
	Iteration 8F: 3 clusters Score -5669323 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5670907.000000 Penalty: 5103.337891
	Iteration 9F: 3 clusters Score -5670907 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -5672309.500000 Penalty: 5103.337891
	Iteration 10F: 3 clusters Score -5672310 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5673366.000000 Penalty: 5103.337891
	Iteration 11Q: 3 clusters Score -5673366 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -5673992.500000 Penalty: 5103.337891
	Iteration 12Q: 3 clusters Score -5673992 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -5674329.500000 Penalty: 5103.337891
	Iteration 13Q: 3 clusters Score -5674330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5674470.000000 Penalty: 5103.337891
	Iteration 14Q: 3 clusters Score -5674470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -5674617.000000 Penalty: 5103.337891
	Iteration 15Q: 3 clusters Score -5674617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5674688.000000 Penalty: 5103.337891
	Iteration 16Q: 3 clusters Score -5674688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -5674731.000000 Penalty: 5103.337891
	Iteration 17Q: 3 clusters Score -5674731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5674762.000000 Penalty: 5103.337891
	Iteration 18Q: 3 clusters Score -5674762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -5674769.500000 Penalty: 5103.337891
	Iteration 19Q: 3 clusters Score -5674770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5674775.500000 Penalty: 5103.337891
	Iteration 20F: 3 clusters Score -5674776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5674805.500000 Penalty: 5103.337891
	Iteration 21Q: 3 clusters Score -5674806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5674805.500000 Penalty: 5103.337891
	Iteration 22Q: 3 clusters Score -5674806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -5674836.000000 Penalty: 5103.337891
	Iteration 23Q: 3 clusters Score -5674836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5674851.000000 Penalty: 5103.337891
	Iteration 24Q: 3 clusters Score -5674851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5674850.000000 Penalty: 5103.337891
	Iteration 25Q: 3 clusters Score -5674850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5674857.000000 Penalty: 5103.337891
	Iteration 26Q: 3 clusters Score -5674857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5674857.000000 Penalty: 5103.337891
	Iteration 27F: 3 clusters Score -5674857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -984110.375000 Penalty: 2135.042725
	Iteration 0F: 2 clusters Score -984110.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -979308.312500 Penalty: 4270.085449
	Iteration 0F: 3 clusters Score -979308.3 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -980634.875000 Penalty: 4270.085449
	Iteration 1F: 3 clusters Score -980634.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -980943.062500 Penalty: 4270.085449
	Iteration 2F: 3 clusters Score -980943.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -981172.125000 Penalty: 4270.085449
	Iteration 3F: 3 clusters Score -981172.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -981357.437500 Penalty: 4270.085449
	Iteration 4Q: 3 clusters Score -981357.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -981521.500000 Penalty: 4270.085449
	Iteration 5Q: 3 clusters Score -981521.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -981677.437500 Penalty: 4270.085449
	Iteration 6Q: 3 clusters Score -981677.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -981833.937500 Penalty: 4270.085449
	Iteration 7Q: 3 clusters Score -981833.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -981993.375000 Penalty: 4270.085449
	Iteration 8Q: 3 clusters Score -981993.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -982165.125000 Penalty: 4270.085449
	Iteration 9Q: 3 clusters Score -982165.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -982349.812500 Penalty: 4270.085449
	Iteration 10Q: 3 clusters Score -982349.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -982522.250000 Penalty: 4270.085449
	Iteration 11Q: 3 clusters Score -982522.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -982670.562500 Penalty: 4270.085449
	Iteration 12Q: 3 clusters Score -982670.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -982782.312500 Penalty: 4270.085449
	Iteration 13Q: 3 clusters Score -982782.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -982868.250000 Penalty: 4270.085449
	Iteration 14Q: 3 clusters Score -982868.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -982949.375000 Penalty: 4270.085449
	Iteration 15Q: 3 clusters Score -982949.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -983012.437500 Penalty: 4270.085449
	Iteration 16Q: 3 clusters Score -983012.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -983049.312500 Penalty: 4270.085449
	Iteration 17Q: 3 clusters Score -983049.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -983075.875000 Penalty: 4270.085449
	Iteration 18Q: 3 clusters Score -983075.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -983108.687500 Penalty: 4270.085449
	Iteration 19Q: 3 clusters Score -983108.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -983124.187500 Penalty: 4270.085449
	Iteration 20F: 3 clusters Score -983124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983131.125000 Penalty: 4270.085449
	Iteration 21Q: 3 clusters Score -983131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983140.812500 Penalty: 4270.085449
	Iteration 22Q: 3 clusters Score -983140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -983149.750000 Penalty: 4270.085449
	Iteration 23Q: 3 clusters Score -983149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983153.437500 Penalty: 4270.085449
	Iteration 24Q: 3 clusters Score -983153.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983155.562500 Penalty: 4270.085449
	Iteration 25Q: 3 clusters Score -983155.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -983155.562500 Penalty: 4270.085449
	Iteration 26F: 3 clusters Score -983155.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Entering Unmasked Estep 
Score: -3592435.250000 Penalty: 2430.224609
	Iteration 0F: 2 clusters Score -3592435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3579986.250000 Penalty: 4860.449219
	Iteration 0F: 3 clusters Score -3579986 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3584042.250000 Penalty: 4860.449219
	Iteration 1F: 3 clusters Score -3584042 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3584380.250000 Penalty: 4860.449219
	Iteration 2F: 3 clusters Score -3584380 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -3584680.250000 Penalty: 4860.449219
	Iteration 3Q: 3 clusters Score -3584680 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3584887.750000 Penalty: 4860.449219
	Iteration 4Q: 3 clusters Score -3584888 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3585083.500000 Penalty: 4860.449219
	Iteration 5Q: 3 clusters Score -3585084 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3585255.500000 Penalty: 4860.449219
	Iteration 6Q: 3 clusters Score -3585256 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -3585412.500000 Penalty: 4860.449219
	Iteration 7Q: 3 clusters Score -3585412 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3585616.250000 Penalty: 4860.449219
	Iteration 8Q: 3 clusters Score -3585616 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3585874.500000 Penalty: 4860.449219
	Iteration 9Q: 3 clusters Score -3585874 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3586155.000000 Penalty: 4860.449219
	Iteration 10Q: 3 clusters Score -3586155 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -3586504.500000 Penalty: 4860.449219
	Iteration 11Q: 3 clusters Score -3586504 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3586944.250000 Penalty: 4860.449219
	Iteration 12Q: 3 clusters Score -3586944 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3587441.750000 Penalty: 4860.449219
	Iteration 13Q: 3 clusters Score -3587442 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3587972.500000 Penalty: 4860.449219
	Iteration 14Q: 3 clusters Score -3587972 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3588576.000000 Penalty: 4860.449219
	Iteration 15Q: 3 clusters Score -3588576 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3589132.750000 Penalty: 4860.449219
	Iteration 16Q: 3 clusters Score -3589133 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3589570.250000 Penalty: 4860.449219
	Iteration 17Q: 3 clusters Score -3589570 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3589880.250000 Penalty: 4860.449219
	Iteration 18Q: 3 clusters Score -3589880 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3590072.500000 Penalty: 4860.449219
	Iteration 19Q: 3 clusters Score -3590072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3590187.750000 Penalty: 4860.449219
	Iteration 20F: 3 clusters Score -3590188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3590259.750000 Penalty: 4860.449219
	Iteration 21Q: 3 clusters Score -3590260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3590312.250000 Penalty: 4860.449219
	Iteration 22Q: 3 clusters Score -3590312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3590341.750000 Penalty: 4860.449219
	Iteration 23Q: 3 clusters Score -3590342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3590367.500000 Penalty: 4860.449219
	Iteration 24Q: 3 clusters Score -3590368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3590391.500000 Penalty: 4860.449219
	Iteration 25Q: 3 clusters Score -3590392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3590407.500000 Penalty: 4860.449219
	Iteration 26Q: 3 clusters Score -3590408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3590411.500000 Penalty: 4860.449219
	Iteration 27Q: 3 clusters Score -3590412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3590420.750000 Penalty: 4860.449219
	Iteration 28Q: 3 clusters Score -3590421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3590431.750000 Penalty: 4860.449219
	Iteration 29Q: 3 clusters Score -3590432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3590428.250000 Penalty: 4860.449219
	Iteration 30Q: 3 clusters Score -3590428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3590431.750000 Penalty: 4860.449219
	Iteration 31Q: 3 clusters Score -3590432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3590438.000000 Penalty: 4860.449219
	Iteration 32Q: 3 clusters Score -3590438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3590439.500000 Penalty: 4860.449219
	Iteration 33Q: 3 clusters Score -3590440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3590436.750000 Penalty: 4860.449219
	Iteration 34Q: 3 clusters Score -3590437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3590436.750000 Penalty: 4860.449219
	Iteration 35F: 3 clusters Score -3590437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Entering Unmasked Estep 
Score: -5576296.000000 Penalty: 2531.288574
	Iteration 0F: 2 clusters Score -5576296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5560539.000000 Penalty: 5062.577148
	Iteration 0F: 3 clusters Score -5560539 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5567135.500000 Penalty: 5062.577148
	Iteration 1F: 3 clusters Score -5567136 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -5567600.000000 Penalty: 5062.577148
	Iteration 2F: 3 clusters Score -5567600 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5568025.500000 Penalty: 5062.577148
	Iteration 3Q: 3 clusters Score -5568026 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -5568343.500000 Penalty: 5062.577148
	Iteration 4Q: 3 clusters Score -5568344 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -5568665.000000 Penalty: 5062.577148
	Iteration 5Q: 3 clusters Score -5568665 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -5568988.000000 Penalty: 5062.577148
	Iteration 6Q: 3 clusters Score -5568988 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -5569411.500000 Penalty: 5062.577148
	Iteration 7Q: 3 clusters Score -5569412 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5569924.500000 Penalty: 5062.577148
	Iteration 8Q: 3 clusters Score -5569924 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -5570651.500000 Penalty: 5062.577148
	Iteration 9Q: 3 clusters Score -5570652 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5571523.000000 Penalty: 5062.577148
	Iteration 10F: 3 clusters Score -5571523 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -5572487.000000 Penalty: 5062.577148
	Iteration 11F: 3 clusters Score -5572487 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5573263.000000 Penalty: 5062.577148
	Iteration 12F: 3 clusters Score -5573263 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5573699.000000 Penalty: 5062.577148
	Iteration 13Q: 3 clusters Score -5573699 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -5573994.500000 Penalty: 5062.577148
	Iteration 14Q: 3 clusters Score -5573994 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5574191.500000 Penalty: 5062.577148
	Iteration 15Q: 3 clusters Score -5574192 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5574394.500000 Penalty: 5062.577148
	Iteration 16Q: 3 clusters Score -5574394 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5574596.000000 Penalty: 5062.577148
	Iteration 17Q: 3 clusters Score -5574596 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -5574757.500000 Penalty: 5062.577148
	Iteration 18Q: 3 clusters Score -5574758 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5574883.500000 Penalty: 5062.577148
	Iteration 19Q: 3 clusters Score -5574884 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -5574974.500000 Penalty: 5062.577148
	Iteration 20F: 3 clusters Score -5574974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5575086.000000 Penalty: 5062.577148
	Iteration 21Q: 3 clusters Score -5575086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5575111.500000 Penalty: 5062.577148
	Iteration 22Q: 3 clusters Score -5575112 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -5575151.000000 Penalty: 5062.577148
	Iteration 23Q: 3 clusters Score -5575151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -5575194.000000 Penalty: 5062.577148
	Iteration 24Q: 3 clusters Score -5575194 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5575216.000000 Penalty: 5062.577148
	Iteration 25Q: 3 clusters Score -5575216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5575250.000000 Penalty: 5062.577148
	Iteration 26Q: 3 clusters Score -5575250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5575254.500000 Penalty: 5062.577148
	Iteration 27Q: 3 clusters Score -5575254 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -5575264.500000 Penalty: 5062.577148
	Iteration 28Q: 3 clusters Score -5575264 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5575263.500000 Penalty: 5062.577148
	Iteration 29Q: 3 clusters Score -5575264 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -5575289.500000 Penalty: 5062.577148
	Iteration 30Q: 3 clusters Score -5575290 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5575300.500000 Penalty: 5062.577148
	Iteration 31Q: 3 clusters Score -5575300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5575308.500000 Penalty: 5062.577148
	Iteration 32Q: 3 clusters Score -5575308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5575298.000000 Penalty: 5062.577148
	Iteration 33Q: 3 clusters Score -5575298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -5575297.500000 Penalty: 5062.577148
	Iteration 34Q: 3 clusters Score -5575298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575302.500000 Penalty: 5062.577148
	Iteration 35Q: 3 clusters Score -5575302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -5575304.500000 Penalty: 5062.577148
	Iteration 36Q: 3 clusters Score -5575304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5575294.000000 Penalty: 5062.577148
	Iteration 37Q: 3 clusters Score -5575294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5575317.000000 Penalty: 5062.577148
	Iteration 38Q: 3 clusters Score -5575317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5575329.000000 Penalty: 5062.577148
	Iteration 39Q: 3 clusters Score -5575329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5575330.500000 Penalty: 5062.577148
	Iteration 40F: 3 clusters Score -5575330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -5575332.500000 Penalty: 5062.577148
	Iteration 41Q: 3 clusters Score -5575332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -5575342.500000 Penalty: 5062.577148
	Iteration 42Q: 3 clusters Score -5575342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -5575344.500000 Penalty: 5062.577148
	Iteration 43Q: 3 clusters Score -5575344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5575345.000000 Penalty: 5062.577148
	Iteration 44Q: 3 clusters Score -5575345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5575340.500000 Penalty: 5062.577148
	Iteration 45Q: 3 clusters Score -5575340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5575338.500000 Penalty: 5062.577148
	Iteration 46Q: 3 clusters Score -5575338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5575330.000000 Penalty: 5062.577148
	Iteration 47Q: 3 clusters Score -5575330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -5575332.000000 Penalty: 5062.577148
	Iteration 48Q: 3 clusters Score -5575332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575325.000000 Penalty: 5062.577148
	Iteration 49Q: 3 clusters Score -5575325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5575336.000000 Penalty: 5062.577148
	Iteration 50Q: 3 clusters Score -5575336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5575345.000000 Penalty: 5062.577148
	Iteration 51Q: 3 clusters Score -5575345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5575348.500000 Penalty: 5062.577148
	Iteration 52Q: 3 clusters Score -5575348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575349.500000 Penalty: 5062.577148
	Iteration 53Q: 3 clusters Score -5575350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5575342.000000 Penalty: 5062.577148
	Iteration 54Q: 3 clusters Score -5575342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5575332.500000 Penalty: 5062.577148
	Iteration 55Q: 3 clusters Score -5575332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575339.500000 Penalty: 5062.577148
	Iteration 56Q: 3 clusters Score -5575340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5575341.500000 Penalty: 5062.577148
	Iteration 57Q: 3 clusters Score -5575342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5575345.000000 Penalty: 5062.577148
	Iteration 58Q: 3 clusters Score -5575345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5575351.500000 Penalty: 5062.577148
	Iteration 59Q: 3 clusters Score -5575352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5575350.000000 Penalty: 5062.577148
	Iteration 60F: 3 clusters Score -5575350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575349.000000 Penalty: 5062.577148
	Iteration 61Q: 3 clusters Score -5575349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5575348.000000 Penalty: 5062.577148
	Iteration 62Q: 3 clusters Score -5575348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5575352.000000 Penalty: 5062.577148
	Iteration 63Q: 3 clusters Score -5575352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5575353.500000 Penalty: 5062.577148
	Iteration 64Q: 3 clusters Score -5575354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5575339.500000 Penalty: 5062.577148
	Iteration 65Q: 3 clusters Score -5575340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5575345.500000 Penalty: 5062.577148
	Iteration 66Q: 3 clusters Score -5575346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5575349.500000 Penalty: 5062.577148
	Iteration 67Q: 3 clusters Score -5575350 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5575358.500000 Penalty: 5062.577148
	Iteration 68Q: 3 clusters Score -5575358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5575354.000000 Penalty: 5062.577148
	Iteration 69Q: 3 clusters Score -5575354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5575354.000000 Penalty: 5062.577148
	Iteration 70Q: 3 clusters Score -5575354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5575359.000000 Penalty: 5062.577148
	Iteration 71Q: 3 clusters Score -5575359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575359.000000 Penalty: 5062.577148
	Iteration 72Q: 3 clusters Score -5575359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5575360.500000 Penalty: 5062.577148
	Iteration 73Q: 3 clusters Score -5575360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5575367.500000 Penalty: 5062.577148
	Iteration 74Q: 3 clusters Score -5575368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575360.000000 Penalty: 5062.577148
	Iteration 75Q: 3 clusters Score -5575360 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575365.000000 Penalty: 5062.577148
	Iteration 76Q: 3 clusters Score -5575365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5575365.500000 Penalty: 5062.577148
	Iteration 77Q: 3 clusters Score -5575366 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575368.500000 Penalty: 5062.577148
	Iteration 78Q: 3 clusters Score -5575368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575368.000000 Penalty: 5062.577148
	Iteration 79Q: 3 clusters Score -5575368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5575365.000000 Penalty: 5062.577148
	Iteration 80F: 3 clusters Score -5575365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5575371.500000 Penalty: 5062.577148
	Iteration 81Q: 3 clusters Score -5575372 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575373.500000 Penalty: 5062.577148
	Iteration 82Q: 3 clusters Score -5575374 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5575373.500000 Penalty: 5062.577148
	Iteration 83F: 3 clusters Score -5575374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (29395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29395 members 
Entering Unmasked Estep 
Score: -5703275.000000 Penalty: 2551.567871
	Iteration 0F: 2 clusters Score -5703275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5684987.000000 Penalty: 5103.135742
	Iteration 0F: 3 clusters Score -5684987 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5691981.000000 Penalty: 5103.135742
	Iteration 1F: 3 clusters Score -5691981 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5692451.000000 Penalty: 5103.135742
	Iteration 2Q: 3 clusters Score -5692451 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -5692825.500000 Penalty: 5103.135742
	Iteration 3Q: 3 clusters Score -5692826 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5693196.000000 Penalty: 5103.135742
	Iteration 4Q: 3 clusters Score -5693196 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5693496.500000 Penalty: 5103.135742
	Iteration 5Q: 3 clusters Score -5693496 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5693879.000000 Penalty: 5103.135742
	Iteration 6Q: 3 clusters Score -5693879 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5694190.000000 Penalty: 5103.135742
	Iteration 7Q: 3 clusters Score -5694190 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5694576.000000 Penalty: 5103.135742
	Iteration 8Q: 3 clusters Score -5694576 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -5695047.000000 Penalty: 5103.135742
	Iteration 9Q: 3 clusters Score -5695047 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5695643.000000 Penalty: 5103.135742
	Iteration 10Q: 3 clusters Score -5695643 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5696316.000000 Penalty: 5103.135742
	Iteration 11Q: 3 clusters Score -5696316 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5696960.000000 Penalty: 5103.135742
	Iteration 12Q: 3 clusters Score -5696960 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -5697503.000000 Penalty: 5103.135742
	Iteration 13Q: 3 clusters Score -5697503 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5697839.000000 Penalty: 5103.135742
	Iteration 14Q: 3 clusters Score -5697839 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5698030.500000 Penalty: 5103.135742
	Iteration 15Q: 3 clusters Score -5698030 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5698114.000000 Penalty: 5103.135742
	Iteration 16Q: 3 clusters Score -5698114 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -5698180.500000 Penalty: 5103.135742
	Iteration 17Q: 3 clusters Score -5698180 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5698217.500000 Penalty: 5103.135742
	Iteration 18Q: 3 clusters Score -5698218 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5698252.000000 Penalty: 5103.135742
	Iteration 19Q: 3 clusters Score -5698252 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -5698266.000000 Penalty: 5103.135742
	Iteration 20F: 3 clusters Score -5698266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5698287.000000 Penalty: 5103.135742
	Iteration 21Q: 3 clusters Score -5698287 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5698307.500000 Penalty: 5103.135742
	Iteration 22Q: 3 clusters Score -5698308 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5698325.000000 Penalty: 5103.135742
	Iteration 23Q: 3 clusters Score -5698325 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5698379.000000 Penalty: 5103.135742
	Iteration 24Q: 3 clusters Score -5698379 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5698435.500000 Penalty: 5103.135742
	Iteration 25Q: 3 clusters Score -5698436 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5698487.500000 Penalty: 5103.135742
	Iteration 26Q: 3 clusters Score -5698488 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5698505.500000 Penalty: 5103.135742
	Iteration 27Q: 3 clusters Score -5698506 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5698559.000000 Penalty: 5103.135742
	Iteration 28Q: 3 clusters Score -5698559 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5698642.500000 Penalty: 5103.135742
	Iteration 29Q: 3 clusters Score -5698642 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -5698724.000000 Penalty: 5103.135742
	Iteration 30Q: 3 clusters Score -5698724 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5698781 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5698832.000000 Penalty: 5103.135742
	Iteration 32Q: 3 clusters Score -5698832 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5698868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5698925.500000 Penalty: 5103.135742
	Iteration 34Q: 3 clusters Score -5698926 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -5698995.000000 Penalty: 5103.135742
	Iteration 35Q: 3 clusters Score -5698995 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5699038.500000 Penalty: 5103.135742
	Iteration 36Q: 3 clusters Score -5699038 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5699095.000000 Penalty: 5103.135742
	Iteration 37Q: 3 clusters Score -5699095 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -5699090.500000 Penalty: 5103.135742
	Iteration 38Q: 3 clusters Score -5699090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5699109.500000 Penalty: 5103.135742
	Iteration 39Q: 3 clusters Score -5699110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5699172.500000 Penalty: 5103.135742
	Iteration 40F: 3 clusters Score -5699172 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5699216.500000 Penalty: 5103.135742
	Iteration 41Q: 3 clusters Score -5699216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5699238.500000 Penalty: 5103.135742
	Iteration 42Q: 3 clusters Score -5699238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -5699262.500000 Penalty: 5103.135742
	Iteration 43Q: 3 clusters Score -5699262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -5699294.000000 Penalty: 5103.135742
	Iteration 44Q: 3 clusters Score -5699294 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5699313.000000 Penalty: 5103.135742
	Iteration 45Q: 3 clusters Score -5699313 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -5699313.500000 Penalty: 5103.135742
	Iteration 46Q: 3 clusters Score -5699314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5699332.000000 Penalty: 5103.135742
	Iteration 47Q: 3 clusters Score -5699332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5699322.500000 Penalty: 5103.135742
	Iteration 48Q: 3 clusters Score -5699322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -5699326.000000 Penalty: 5103.135742
	Iteration 49Q: 3 clusters Score -5699326 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5699342.500000 Penalty: 5103.135742
	Iteration 50Q: 3 clusters Score -5699342 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5699338.000000 Penalty: 5103.135742
	Iteration 51Q: 3 clusters Score -5699338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5699382.000000 Penalty: 5103.135742
	Iteration 52Q: 3 clusters Score -5699382 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -5699399.500000 Penalty: 5103.135742
	Iteration 53Q: 3 clusters Score -5699400 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5699394.500000 Penalty: 5103.135742
	Iteration 54Q: 3 clusters Score -5699394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5699405.000000 Penalty: 5103.135742
	Iteration 55Q: 3 clusters Score -5699405 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5699397.500000 Penalty: 5103.135742
	Iteration 56Q: 3 clusters Score -5699398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5699388.000000 Penalty: 5103.135742
	Iteration 57Q: 3 clusters Score -5699388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5699412.500000 Penalty: 5103.135742
	Iteration 58Q: 3 clusters Score -5699412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5699423.500000 Penalty: 5103.135742
	Iteration 59Q: 3 clusters Score -5699424 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5699437.500000 Penalty: 5103.135742
	Iteration 60F: 3 clusters Score -5699438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -5699462.000000 Penalty: 5103.135742
	Iteration 61Q: 3 clusters Score -5699462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5699472.500000 Penalty: 5103.135742
	Iteration 62Q: 3 clusters Score -5699472 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5699476.500000 Penalty: 5103.135742
	Iteration 63Q: 3 clusters Score -5699476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5699478.500000 Penalty: 5103.135742
	Iteration 64Q: 3 clusters Score -5699478 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5699506.000000 Penalty: 5103.135742
	Iteration 65Q: 3 clusters Score -5699506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5699500.000000 Penalty: 5103.135742
	Iteration 66Q: 3 clusters Score -5699500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -5699524.500000 Penalty: 5103.135742
	Iteration 67Q: 3 clusters Score -5699524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5699506.000000 Penalty: 5103.135742
	Iteration 68Q: 3 clusters Score -5699506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -5699507.500000 Penalty: 5103.135742
	Iteration 69Q: 3 clusters Score -5699508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5699509.000000 Penalty: 5103.135742
	Iteration 70Q: 3 clusters Score -5699509 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5699524.500000 Penalty: 5103.135742
	Iteration 71Q: 3 clusters Score -5699524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5699528.000000 Penalty: 5103.135742
	Iteration 72Q: 3 clusters Score -5699528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5699529.500000 Penalty: 5103.135742
	Iteration 73Q: 3 clusters Score -5699530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -5699538.500000 Penalty: 5103.135742
	Iteration 74Q: 3 clusters Score -5699538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5699554.500000 Penalty: 5103.135742
	Iteration 75Q: 3 clusters Score -5699554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -5699571.500000 Penalty: 5103.135742
	Iteration 76Q: 3 clusters Score -5699572 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5699578.000000 Penalty: 5103.135742
	Iteration 77Q: 3 clusters Score -5699578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5699578.000000 Penalty: 5103.135742
	Iteration 78Q: 3 clusters Score -5699578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5699589.500000 Penalty: 5103.135742
	Iteration 79Q: 3 clusters Score -5699590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -5699601.000000 Penalty: 5103.135742
	Iteration 80F: 3 clusters Score -5699601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5699604.500000 Penalty: 5103.135742
	Iteration 81Q: 3 clusters Score -5699604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5699613.500000 Penalty: 5103.135742
	Iteration 82Q: 3 clusters Score -5699614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5699606.500000 Penalty: 5103.135742
	Iteration 83Q: 3 clusters Score -5699606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5699614.500000 Penalty: 5103.135742
	Iteration 84Q: 3 clusters Score -5699614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5699624.500000 Penalty: 5103.135742
	Iteration 85Q: 3 clusters Score -5699624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5699629.000000 Penalty: 5103.135742
	Iteration 86Q: 3 clusters Score -5699629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -5699642.000000 Penalty: 5103.135742
	Iteration 87Q: 3 clusters Score -5699642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5699656.000000 Penalty: 5103.135742
	Iteration 88Q: 3 clusters Score -5699656 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5699671.500000 Penalty: 5103.135742
	Iteration 89Q: 3 clusters Score -5699672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5699679.500000 Penalty: 5103.135742
	Iteration 90Q: 3 clusters Score -5699680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5699670.500000 Penalty: 5103.135742
	Iteration 91Q: 3 clusters Score -5699670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5699682.000000 Penalty: 5103.135742
	Iteration 92Q: 3 clusters Score -5699682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5699685.000000 Penalty: 5103.135742
	Iteration 93Q: 3 clusters Score -5699685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -5699684.000000 Penalty: 5103.135742
	Iteration 94Q: 3 clusters Score -5699684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5699689.500000 Penalty: 5103.135742
	Iteration 95Q: 3 clusters Score -5699690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -5699699.500000 Penalty: 5103.135742
	Iteration 96Q: 3 clusters Score -5699700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5699715.000000 Penalty: 5103.135742
	Iteration 97Q: 3 clusters Score -5699715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5699707.500000 Penalty: 5103.135742
	Iteration 98Q: 3 clusters Score -5699708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -5699712.500000 Penalty: 5103.135742
	Iteration 99Q: 3 clusters Score -5699712 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5699708.500000 Penalty: 5103.135742
	Iteration 100F: 3 clusters Score -5699708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5699731.000000 Penalty: 5103.135742
	Iteration 101Q: 3 clusters Score -5699731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -5699753.000000 Penalty: 5103.135742
	Iteration 102Q: 3 clusters Score -5699753 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -5699766.000000 Penalty: 5103.135742
	Iteration 103Q: 3 clusters Score -5699766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -5699785.000000 Penalty: 5103.135742
	Iteration 104Q: 3 clusters Score -5699785 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5699794.500000 Penalty: 5103.135742
	Iteration 105Q: 3 clusters Score -5699794 nChanged 46
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Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5699804.000000 Penalty: 5103.135742
	Iteration 106Q: 3 clusters Score -5699804 nChanged 40
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Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5699804.500000 Penalty: 5103.135742
	Iteration 107Q: 3 clusters Score -5699804 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5699810.500000 Penalty: 5103.135742
	Iteration 108Q: 3 clusters Score -5699810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5699815.500000 Penalty: 5103.135742
	Iteration 109Q: 3 clusters Score -5699816 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14557 members 
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Entering Unmasked Estep 
Score: -5699805.500000 Penalty: 5103.135742
	Iteration 110Q: 3 clusters Score -5699806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -5699804.500000 Penalty: 5103.135742
	Iteration 111Q: 3 clusters Score -5699804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5699812.500000 Penalty: 5103.135742
	Iteration 112Q: 3 clusters Score -5699812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -5699817.500000 Penalty: 5103.135742
	Iteration 113Q: 3 clusters Score -5699818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5699823.000000 Penalty: 5103.135742
	Iteration 114Q: 3 clusters Score -5699823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5699824.000000 Penalty: 5103.135742
	Iteration 115Q: 3 clusters Score -5699824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -5699823.000000 Penalty: 5103.135742
	Iteration 116Q: 3 clusters Score -5699823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5699827.000000 Penalty: 5103.135742
	Iteration 117Q: 3 clusters Score -5699827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5699835.000000 Penalty: 5103.135742
	Iteration 118Q: 3 clusters Score -5699835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5699824.500000 Penalty: 5103.135742
	Iteration 119Q: 3 clusters Score -5699824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5699832.500000 Penalty: 5103.135742
	Iteration 120F: 3 clusters Score -5699832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5699819.500000 Penalty: 5103.135742
	Iteration 121Q: 3 clusters Score -5699820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -5699827.000000 Penalty: 5103.135742
	Iteration 122Q: 3 clusters Score -5699827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5699835.000000 Penalty: 5103.135742
	Iteration 123Q: 3 clusters Score -5699835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5699831.500000 Penalty: 5103.135742
	Iteration 124Q: 3 clusters Score -5699832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -5699842.500000 Penalty: 5103.135742
	Iteration 125Q: 3 clusters Score -5699842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -5699833.000000 Penalty: 5103.135742
	Iteration 126Q: 3 clusters Score -5699833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -5699833.000000 Penalty: 5103.135742
	Iteration 127Q: 3 clusters Score -5699833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5699838.000000 Penalty: 5103.135742
	Iteration 128Q: 3 clusters Score -5699838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5699840.500000 Penalty: 5103.135742
	Iteration 129Q: 3 clusters Score -5699840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -5699836.000000 Penalty: 5103.135742
	Iteration 130Q: 3 clusters Score -5699836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -5699840.500000 Penalty: 5103.135742
	Iteration 131Q: 3 clusters Score -5699840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5699835.500000 Penalty: 5103.135742
	Iteration 132Q: 3 clusters Score -5699836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5699841.500000 Penalty: 5103.135742
	Iteration 133Q: 3 clusters Score -5699842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5699840.000000 Penalty: 5103.135742
	Iteration 134Q: 3 clusters Score -5699840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5699838.000000 Penalty: 5103.135742
	Iteration 135Q: 3 clusters Score -5699838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5699840.000000 Penalty: 5103.135742
	Iteration 136Q: 3 clusters Score -5699840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5699845.000000 Penalty: 5103.135742
	Iteration 137Q: 3 clusters Score -5699845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5699846.500000 Penalty: 5103.135742
	Iteration 138Q: 3 clusters Score -5699846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5699846.500000 Penalty: 5103.135742
	Iteration 139F: 3 clusters Score -5699846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -817418.750000 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -817418.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -813311.625000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -813311.6 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -814205.875000 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -814205.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -814424.062500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -814424.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -814551.062500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -814551.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -814635.125000 Penalty: 4147.639160
	Iteration 4Q: 3 clusters Score -814635.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -814694.437500 Penalty: 4147.639160
	Iteration 5Q: 3 clusters Score -814694.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -814731.250000 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -814731.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -814768.062500 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -814768.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -814791.062500 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -814791.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -814810.250000 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -814810.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -814824.437500 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -814824.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -814837.250000 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -814837.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -814850.625000 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -814850.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -814869.312500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -814869.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -814884.375000 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -814884.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -814895.312500 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -814895.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -814907.375000 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -814907.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -814922.750000 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -814922.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -814935.562500 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -814935.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -814949.312500 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -814949.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -814960.750000 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -814960.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -814974.562500 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -814974.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -814984.000000 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -814984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -814997.187500 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -814997.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -815005.250000 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -815005.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -815014.437500 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -815014.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -815020.687500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -815020.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -815026.812500 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -815026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -815034.187500 Penalty: 4147.639160
	Iteration 28Q: 3 clusters Score -815034.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -815046.750000 Penalty: 4147.639160
	Iteration 29Q: 3 clusters Score -815046.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -815062.750000 Penalty: 4147.639160
	Iteration 30Q: 3 clusters Score -815062.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -815078.375000 Penalty: 4147.639160
	Iteration 31Q: 3 clusters Score -815078.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -815100.062500 Penalty: 4147.639160
	Iteration 32Q: 3 clusters Score -815100.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -815113.062500 Penalty: 4147.639160
	Iteration 33Q: 3 clusters Score -815113.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -815132.500000 Penalty: 4147.639160
	Iteration 34Q: 3 clusters Score -815132.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -815167.875000 Penalty: 4147.639160
	Iteration 35Q: 3 clusters Score -815167.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -815189.875000 Penalty: 4147.639160
	Iteration 36Q: 3 clusters Score -815189.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -815209.812500 Penalty: 4147.639160
	Iteration 37Q: 3 clusters Score -815209.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -815228.312500 Penalty: 4147.639160
	Iteration 38Q: 3 clusters Score -815228.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -815241.062500 Penalty: 4147.639160
	Iteration 39Q: 3 clusters Score -815241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -815250.750000 Penalty: 4147.639160
	Iteration 40F: 3 clusters Score -815250.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -815261.625000 Penalty: 4147.639160
	Iteration 41Q: 3 clusters Score -815261.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -815287.500000 Penalty: 4147.639160
	Iteration 42Q: 3 clusters Score -815287.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -815307.312500 Penalty: 4147.639160
	Iteration 43Q: 3 clusters Score -815307.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -815320.312500 Penalty: 4147.639160
	Iteration 44Q: 3 clusters Score -815320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -815329.625000 Penalty: 4147.639160
	Iteration 45Q: 3 clusters Score -815329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -815338.875000 Penalty: 4147.639160
	Iteration 46Q: 3 clusters Score -815338.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -815350.000000 Penalty: 4147.639160
	Iteration 47Q: 3 clusters Score -815350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -815361.062500 Penalty: 4147.639160
	Iteration 48Q: 3 clusters Score -815361.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -815376.312500 Penalty: 4147.639160
	Iteration 49Q: 3 clusters Score -815376.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -815391.687500 Penalty: 4147.639160
	Iteration 50Q: 3 clusters Score -815391.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -815402.062500 Penalty: 4147.639160
	Iteration 51Q: 3 clusters Score -815402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -815410.687500 Penalty: 4147.639160
	Iteration 52Q: 3 clusters Score -815410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -815412.062500 Penalty: 4147.639160
	Iteration 53Q: 3 clusters Score -815412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -815418.062500 Penalty: 4147.639160
	Iteration 54Q: 3 clusters Score -815418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -815423.125000 Penalty: 4147.639160
	Iteration 55Q: 3 clusters Score -815423.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -815427.500000 Penalty: 4147.639160
	Iteration 56Q: 3 clusters Score -815427.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -815434.125000 Penalty: 4147.639160
	Iteration 57Q: 3 clusters Score -815434.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -815444.000000 Penalty: 4147.639160
	Iteration 58Q: 3 clusters Score -815444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -815451.875000 Penalty: 4147.639160
	Iteration 59Q: 3 clusters Score -815451.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -815461.250000 Penalty: 4147.639160
	Iteration 60F: 3 clusters Score -815461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -815464.500000 Penalty: 4147.639160
	Iteration 61Q: 3 clusters Score -815464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -815466.062500 Penalty: 4147.639160
	Iteration 62Q: 3 clusters Score -815466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -815470.125000 Penalty: 4147.639160
	Iteration 63Q: 3 clusters Score -815470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -815473.187500 Penalty: 4147.639160
	Iteration 64Q: 3 clusters Score -815473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -815475.812500 Penalty: 4147.639160
	Iteration 65Q: 3 clusters Score -815475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -815474.062500 Penalty: 4147.639160
	Iteration 66Q: 3 clusters Score -815474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -815474.062500 Penalty: 4147.639160
	Iteration 67F: 3 clusters Score -815474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -7077461.000000 Penalty: 2617.020020
	Iteration 0F: 2 clusters Score -7077461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -7051941.000000 Penalty: 5234.040039
	Iteration 0F: 3 clusters Score -7051941 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7061390.500000 Penalty: 5234.040039
	Iteration 1F: 3 clusters Score -7061390 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -7061989.500000 Penalty: 5234.040039
	Iteration 2Q: 3 clusters Score -7061990 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7062656.500000 Penalty: 5234.040039
	Iteration 3Q: 3 clusters Score -7062656 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -7063486.500000 Penalty: 5234.040039
	Iteration 4Q: 3 clusters Score -7063486 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -7064598.500000 Penalty: 5234.040039
	Iteration 5F: 3 clusters Score -7064598 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7066178.500000 Penalty: 5234.040039
	Iteration 6F: 3 clusters Score -7066178 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -7068468.000000 Penalty: 5234.040039
	Iteration 7F: 3 clusters Score -7068468 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -7070851.500000 Penalty: 5234.040039
	Iteration 8F: 3 clusters Score -7070852 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -7072854.000000 Penalty: 5234.040039
	Iteration 9F: 3 clusters Score -7072854 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7073904.000000 Penalty: 5234.040039
	Iteration 10Q: 3 clusters Score -7073904 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -7074527.000000 Penalty: 5234.040039
	Iteration 11Q: 3 clusters Score -7074527 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -7074888.000000 Penalty: 5234.040039
	Iteration 12Q: 3 clusters Score -7074888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7075037.000000 Penalty: 5234.040039
	Iteration 13Q: 3 clusters Score -7075037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7075149.000000 Penalty: 5234.040039
	Iteration 14Q: 3 clusters Score -7075149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7075196.000000 Penalty: 5234.040039
	Iteration 15Q: 3 clusters Score -7075196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7075248.000000 Penalty: 5234.040039
	Iteration 16Q: 3 clusters Score -7075248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7075285.000000 Penalty: 5234.040039
	Iteration 17Q: 3 clusters Score -7075285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7075303.000000 Penalty: 5234.040039
	Iteration 18Q: 3 clusters Score -7075303 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7075315.000000 Penalty: 5234.040039
	Iteration 19Q: 3 clusters Score -7075315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -7075326.500000 Penalty: 5234.040039
	Iteration 20F: 3 clusters Score -7075326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -7075335.000000 Penalty: 5234.040039
	Iteration 21Q: 3 clusters Score -7075335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7075342.000000 Penalty: 5234.040039
	Iteration 22Q: 3 clusters Score -7075342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7075350.500000 Penalty: 5234.040039
	Iteration 23Q: 3 clusters Score -7075350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7075350.000000 Penalty: 5234.040039
	Iteration 24Q: 3 clusters Score -7075350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -7075355.000000 Penalty: 5234.040039
	Iteration 25Q: 3 clusters Score -7075355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -7075347.500000 Penalty: 5234.040039
	Iteration 26Q: 3 clusters Score -7075348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -7075362.500000 Penalty: 5234.040039
	Iteration 27Q: 3 clusters Score -7075362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7075356.500000 Penalty: 5234.040039
	Iteration 28Q: 3 clusters Score -7075356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -7075358.500000 Penalty: 5234.040039
	Iteration 29Q: 3 clusters Score -7075358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7075363.000000 Penalty: 5234.040039
	Iteration 30Q: 3 clusters Score -7075363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7075363.000000 Penalty: 5234.040039
	Iteration 31F: 3 clusters Score -7075363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Entering Unmasked Estep 
Score: -4488016.000000 Penalty: 2478.866211
	Iteration 0F: 2 clusters Score -4488016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -4474658.500000 Penalty: 4957.732422
	Iteration 0F: 3 clusters Score -4474658 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4479939.500000 Penalty: 4957.732422
	Iteration 1F: 3 clusters Score -4479940 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4480240.000000 Penalty: 4957.732422
	Iteration 2Q: 3 clusters Score -4480240 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4480505.000000 Penalty: 4957.732422
	Iteration 3Q: 3 clusters Score -4480505 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4480654.000000 Penalty: 4957.732422
	Iteration 4Q: 3 clusters Score -4480654 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4480768.000000 Penalty: 4957.732422
	Iteration 5Q: 3 clusters Score -4480768 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4480876.000000 Penalty: 4957.732422
	Iteration 6Q: 3 clusters Score -4480876 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4480996.000000 Penalty: 4957.732422
	Iteration 7Q: 3 clusters Score -4480996 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4481076.000000 Penalty: 4957.732422
	Iteration 8Q: 3 clusters Score -4481076 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4481161.000000 Penalty: 4957.732422
	Iteration 9Q: 3 clusters Score -4481161 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4481285.000000 Penalty: 4957.732422
	Iteration 10Q: 3 clusters Score -4481285 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4481427.000000 Penalty: 4957.732422
	Iteration 11Q: 3 clusters Score -4481427 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4481596.000000 Penalty: 4957.732422
	Iteration 12Q: 3 clusters Score -4481596 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4481847.000000 Penalty: 4957.732422
	Iteration 13Q: 3 clusters Score -4481847 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4482128.000000 Penalty: 4957.732422
	Iteration 14Q: 3 clusters Score -4482128 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4482479.000000 Penalty: 4957.732422
	Iteration 15Q: 3 clusters Score -4482479 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4482889.000000 Penalty: 4957.732422
	Iteration 16Q: 3 clusters Score -4482889 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4483307.000000 Penalty: 4957.732422
	Iteration 17Q: 3 clusters Score -4483307 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4483758.000000 Penalty: 4957.732422
	Iteration 18Q: 3 clusters Score -4483758 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4484091.000000 Penalty: 4957.732422
	Iteration 19Q: 3 clusters Score -4484091 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4484361.500000 Penalty: 4957.732422
	Iteration 20F: 3 clusters Score -4484362 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4484580.500000 Penalty: 4957.732422
	Iteration 21Q: 3 clusters Score -4484580 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -4484739.000000 Penalty: 4957.732422
	Iteration 22Q: 3 clusters Score -4484739 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4484867.000000 Penalty: 4957.732422
	Iteration 23Q: 3 clusters Score -4484867 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4484953.000000 Penalty: 4957.732422
	Iteration 24Q: 3 clusters Score -4484953 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4485025.000000 Penalty: 4957.732422
	Iteration 25Q: 3 clusters Score -4485025 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4485097.500000 Penalty: 4957.732422
	Iteration 26Q: 3 clusters Score -4485098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -4485161.000000 Penalty: 4957.732422
	Iteration 27Q: 3 clusters Score -4485161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4485216.500000 Penalty: 4957.732422
	Iteration 28Q: 3 clusters Score -4485216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4485265.500000 Penalty: 4957.732422
	Iteration 29Q: 3 clusters Score -4485266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4485301.000000 Penalty: 4957.732422
	Iteration 30Q: 3 clusters Score -4485301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4485335.000000 Penalty: 4957.732422
	Iteration 31Q: 3 clusters Score -4485335 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4485378.500000 Penalty: 4957.732422
	Iteration 32Q: 3 clusters Score -4485378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4485409.000000 Penalty: 4957.732422
	Iteration 33Q: 3 clusters Score -4485409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4485442.000000 Penalty: 4957.732422
	Iteration 34Q: 3 clusters Score -4485442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4485468.000000 Penalty: 4957.732422
	Iteration 35Q: 3 clusters Score -4485468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4485480.000000 Penalty: 4957.732422
	Iteration 36Q: 3 clusters Score -4485480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4485495.500000 Penalty: 4957.732422
	Iteration 37Q: 3 clusters Score -4485496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -4485526.500000 Penalty: 4957.732422
	Iteration 38Q: 3 clusters Score -4485526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4485529.500000 Penalty: 4957.732422
	Iteration 39Q: 3 clusters Score -4485530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4485542.000000 Penalty: 4957.732422
	Iteration 40F: 3 clusters Score -4485542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4485556.500000 Penalty: 4957.732422
	Iteration 41Q: 3 clusters Score -4485556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4485568.500000 Penalty: 4957.732422
	Iteration 42Q: 3 clusters Score -4485568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4485589.000000 Penalty: 4957.732422
	Iteration 43Q: 3 clusters Score -4485589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4485594.500000 Penalty: 4957.732422
	Iteration 44Q: 3 clusters Score -4485594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4485616.000000 Penalty: 4957.732422
	Iteration 45Q: 3 clusters Score -4485616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4485624.000000 Penalty: 4957.732422
	Iteration 46Q: 3 clusters Score -4485624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4485628.500000 Penalty: 4957.732422
	Iteration 47Q: 3 clusters Score -4485628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4485641.500000 Penalty: 4957.732422
	Iteration 48Q: 3 clusters Score -4485642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4485654.000000 Penalty: 4957.732422
	Iteration 49Q: 3 clusters Score -4485654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4485660.500000 Penalty: 4957.732422
	Iteration 50Q: 3 clusters Score -4485660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4485677.000000 Penalty: 4957.732422
	Iteration 51Q: 3 clusters Score -4485677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4485687.500000 Penalty: 4957.732422
	Iteration 52Q: 3 clusters Score -4485688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4485697.000000 Penalty: 4957.732422
	Iteration 53Q: 3 clusters Score -4485697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4485711.000000 Penalty: 4957.732422
	Iteration 54Q: 3 clusters Score -4485711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4485714.000000 Penalty: 4957.732422
	Iteration 55Q: 3 clusters Score -4485714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4485718.500000 Penalty: 4957.732422
	Iteration 56Q: 3 clusters Score -4485718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4485730.000000 Penalty: 4957.732422
	Iteration 57Q: 3 clusters Score -4485730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4485736.000000 Penalty: 4957.732422
	Iteration 58Q: 3 clusters Score -4485736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4485747.500000 Penalty: 4957.732422
	Iteration 59Q: 3 clusters Score -4485748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4485749.500000 Penalty: 4957.732422
	Iteration 60F: 3 clusters Score -4485750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4485761.500000 Penalty: 4957.732422
	Iteration 61Q: 3 clusters Score -4485762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4485774.000000 Penalty: 4957.732422
	Iteration 62Q: 3 clusters Score -4485774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4485778.500000 Penalty: 4957.732422
	Iteration 63Q: 3 clusters Score -4485778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4485779.500000 Penalty: 4957.732422
	Iteration 64Q: 3 clusters Score -4485780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4485784.500000 Penalty: 4957.732422
	Iteration 65Q: 3 clusters Score -4485784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4485791.000000 Penalty: 4957.732422
	Iteration 66Q: 3 clusters Score -4485791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4485811.000000 Penalty: 4957.732422
	Iteration 67Q: 3 clusters Score -4485811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4485821.500000 Penalty: 4957.732422
	Iteration 68Q: 3 clusters Score -4485822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -4485827.500000 Penalty: 4957.732422
	Iteration 69Q: 3 clusters Score -4485828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4485830.500000 Penalty: 4957.732422
	Iteration 70Q: 3 clusters Score -4485830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4485848.500000 Penalty: 4957.732422
	Iteration 71Q: 3 clusters Score -4485848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4485859.500000 Penalty: 4957.732422
	Iteration 72Q: 3 clusters Score -4485860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4485870.500000 Penalty: 4957.732422
	Iteration 73Q: 3 clusters Score -4485870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4485878.000000 Penalty: 4957.732422
	Iteration 74Q: 3 clusters Score -4485878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4485878.000000 Penalty: 4957.732422
	Iteration 75Q: 3 clusters Score -4485878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4485873.500000 Penalty: 4957.732422
	Iteration 76Q: 3 clusters Score -4485874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4485884.000000 Penalty: 4957.732422
	Iteration 77Q: 3 clusters Score -4485884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4485886.500000 Penalty: 4957.732422
	Iteration 78Q: 3 clusters Score -4485886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4485893.000000 Penalty: 4957.732422
	Iteration 79Q: 3 clusters Score -4485893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4485891.000000 Penalty: 4957.732422
	Iteration 80F: 3 clusters Score -4485891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -4485898.500000 Penalty: 4957.732422
	Iteration 81Q: 3 clusters Score -4485898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4485900.000000 Penalty: 4957.732422
	Iteration 82Q: 3 clusters Score -4485900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4485904.000000 Penalty: 4957.732422
	Iteration 83Q: 3 clusters Score -4485904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4485904.500000 Penalty: 4957.732422
	Iteration 84Q: 3 clusters Score -4485904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4485911.500000 Penalty: 4957.732422
	Iteration 85Q: 3 clusters Score -4485912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -4485905.000000 Penalty: 4957.732422
	Iteration 86Q: 3 clusters Score -4485905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -4485911.500000 Penalty: 4957.732422
	Iteration 87Q: 3 clusters Score -4485912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4485918.500000 Penalty: 4957.732422
	Iteration 88Q: 3 clusters Score -4485918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4485923.500000 Penalty: 4957.732422
	Iteration 89Q: 3 clusters Score -4485924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4485921.500000 Penalty: 4957.732422
	Iteration 90Q: 3 clusters Score -4485922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4485924.000000 Penalty: 4957.732422
	Iteration 91Q: 3 clusters Score -4485924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4485924.000000 Penalty: 4957.732422
	Iteration 92F: 3 clusters Score -4485924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Entering Unmasked Estep 
Score: -6581735.500000 Penalty: 2591.898682
	Iteration 0F: 2 clusters Score -6581736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6560020.500000 Penalty: 5183.797363
	Iteration 0F: 3 clusters Score -6560020 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -6568286.000000 Penalty: 5183.797363
	Iteration 1F: 3 clusters Score -6568286 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6568860.500000 Penalty: 5183.797363
	Iteration 2Q: 3 clusters Score -6568860 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -6569531.500000 Penalty: 5183.797363
	Iteration 3F: 3 clusters Score -6569532 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -6570251.500000 Penalty: 5183.797363
	Iteration 4F: 3 clusters Score -6570252 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6571151.500000 Penalty: 5183.797363
	Iteration 5F: 3 clusters Score -6571152 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -6572267.500000 Penalty: 5183.797363
	Iteration 6F: 3 clusters Score -6572268 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -6573465.000000 Penalty: 5183.797363
	Iteration 7F: 3 clusters Score -6573465 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -6574579.000000 Penalty: 5183.797363
	Iteration 8F: 3 clusters Score -6574579 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -6575763.000000 Penalty: 5183.797363
	Iteration 9F: 3 clusters Score -6575763 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6576839.500000 Penalty: 5183.797363
	Iteration 10Q: 3 clusters Score -6576840 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -6577792.000000 Penalty: 5183.797363
	Iteration 11Q: 3 clusters Score -6577792 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6578431.500000 Penalty: 5183.797363
	Iteration 12Q: 3 clusters Score -6578432 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6578889.000000 Penalty: 5183.797363
	Iteration 13Q: 3 clusters Score -6578889 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6579137.500000 Penalty: 5183.797363
	Iteration 14Q: 3 clusters Score -6579138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6579274.000000 Penalty: 5183.797363
	Iteration 15Q: 3 clusters Score -6579274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6579352.000000 Penalty: 5183.797363
	Iteration 16Q: 3 clusters Score -6579352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6579386.500000 Penalty: 5183.797363
	Iteration 17Q: 3 clusters Score -6579386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6579405.500000 Penalty: 5183.797363
	Iteration 18Q: 3 clusters Score -6579406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6579421.000000 Penalty: 5183.797363
	Iteration 19Q: 3 clusters Score -6579421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6579439.000000 Penalty: 5183.797363
	Iteration 20F: 3 clusters Score -6579439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6579450.500000 Penalty: 5183.797363
	Iteration 21Q: 3 clusters Score -6579450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6579455.500000 Penalty: 5183.797363
	Iteration 22Q: 3 clusters Score -6579456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6579459.000000 Penalty: 5183.797363
	Iteration 23Q: 3 clusters Score -6579459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6579474.000000 Penalty: 5183.797363
	Iteration 24Q: 3 clusters Score -6579474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6579473.500000 Penalty: 5183.797363
	Iteration 25Q: 3 clusters Score -6579474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6579475.500000 Penalty: 5183.797363
	Iteration 26Q: 3 clusters Score -6579476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6579482.500000 Penalty: 5183.797363
	Iteration 27Q: 3 clusters Score -6579482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6579475.500000 Penalty: 5183.797363
	Iteration 28Q: 3 clusters Score -6579476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6579471.000000 Penalty: 5183.797363
	Iteration 29Q: 3 clusters Score -6579471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6579470.500000 Penalty: 5183.797363
	Iteration 30Q: 3 clusters Score -6579470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6579479.000000 Penalty: 5183.797363
	Iteration 31Q: 3 clusters Score -6579479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6579476.500000 Penalty: 5183.797363
	Iteration 32Q: 3 clusters Score -6579476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6579469.500000 Penalty: 5183.797363
	Iteration 33Q: 3 clusters Score -6579470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6579469.500000 Penalty: 5183.797363
	Iteration 34F: 3 clusters Score -6579470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Entering Unmasked Estep 
Score: -7839400.500000 Penalty: 2631.395020
	Iteration 0F: 2 clusters Score -7839400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -7814333.000000 Penalty: 5262.790039
	Iteration 0F: 3 clusters Score -7814333 nChanged 18520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -7824287.500000 Penalty: 5262.790039
	Iteration 1F: 3 clusters Score -7824288 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -7824713.000000 Penalty: 5262.790039
	Iteration 2Q: 3 clusters Score -7824713 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7825103.000000 Penalty: 5262.790039
	Iteration 3Q: 3 clusters Score -7825103 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -7825482.500000 Penalty: 5262.790039
	Iteration 4Q: 3 clusters Score -7825482 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -7825856.500000 Penalty: 5262.790039
	Iteration 5Q: 3 clusters Score -7825856 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7826292.000000 Penalty: 5262.790039
	Iteration 6Q: 3 clusters Score -7826292 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -7826971.500000 Penalty: 5262.790039
	Iteration 7Q: 3 clusters Score -7826972 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -7827844.000000 Penalty: 5262.790039
	Iteration 8Q: 3 clusters Score -7827844 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7829205.000000 Penalty: 5262.790039
	Iteration 9F: 3 clusters Score -7829205 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -7831085.000000 Penalty: 5262.790039
	Iteration 10F: 3 clusters Score -7831085 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7833268.500000 Penalty: 5262.790039
	Iteration 11F: 3 clusters Score -7833268 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7835189.000000 Penalty: 5262.790039
	Iteration 12F: 3 clusters Score -7835189 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7836317.000000 Penalty: 5262.790039
	Iteration 13Q: 3 clusters Score -7836317 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7836781.500000 Penalty: 5262.790039
	Iteration 14Q: 3 clusters Score -7836782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -7836946.000000 Penalty: 5262.790039
	Iteration 15Q: 3 clusters Score -7836946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7837058.500000 Penalty: 5262.790039
	Iteration 16Q: 3 clusters Score -7837058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7837079.000000 Penalty: 5262.790039
	Iteration 17Q: 3 clusters Score -7837079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7837110.000000 Penalty: 5262.790039
	Iteration 18Q: 3 clusters Score -7837110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7837136.500000 Penalty: 5262.790039
	Iteration 19Q: 3 clusters Score -7837136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7837159.500000 Penalty: 5262.790039
	Iteration 20F: 3 clusters Score -7837160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7837167.000000 Penalty: 5262.790039
	Iteration 21Q: 3 clusters Score -7837167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7837169.500000 Penalty: 5262.790039
	Iteration 22Q: 3 clusters Score -7837170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7837175.000000 Penalty: 5262.790039
	Iteration 23Q: 3 clusters Score -7837175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7837185.500000 Penalty: 5262.790039
	Iteration 24Q: 3 clusters Score -7837186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7837180.500000 Penalty: 5262.790039
	Iteration 25Q: 3 clusters Score -7837180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7837194.000000 Penalty: 5262.790039
	Iteration 26Q: 3 clusters Score -7837194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7837195.000000 Penalty: 5262.790039
	Iteration 27Q: 3 clusters Score -7837195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7837195.000000 Penalty: 5262.790039
	Iteration 28Q: 3 clusters Score -7837195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7837199.500000 Penalty: 5262.790039
	Iteration 29Q: 3 clusters Score -7837200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7837199.500000 Penalty: 5262.790039
	Iteration 30F: 3 clusters Score -7837200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -135166.000000 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135166 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135401.343750 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135401.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135495.015625 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -135547.546875 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135547.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135622.343750 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135622.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -135795.328125 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135795.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135923.359375 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135923.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -135965.609375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -135984.375000 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -135984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -135997.562500 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -135997.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136012.140625 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136024.718750 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136024.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136040.000000 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136050.000000 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136060.671875 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136067.296875 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136069.468750 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136069.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136071.406250 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136073.828125 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136075.437500 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -136075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136077.203125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -136077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136079.828125 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -136079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136081.328125 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -136081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136081.328125 Penalty: 3293.378418
	Iteration 23F: 3 clusters Score -136081.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Entering Unmasked Estep 
Score: -6026765.000000 Penalty: 2566.052734
	Iteration 0F: 2 clusters Score -6026765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6007500.500000 Penalty: 5132.105469
	Iteration 0F: 3 clusters Score -6007500 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6015119.500000 Penalty: 5132.105469
	Iteration 1F: 3 clusters Score -6015120 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -6015662.000000 Penalty: 5132.105469
	Iteration 2Q: 3 clusters Score -6015662 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6016264.000000 Penalty: 5132.105469
	Iteration 3Q: 3 clusters Score -6016264 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -6016948.500000 Penalty: 5132.105469
	Iteration 4Q: 3 clusters Score -6016948 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -6017743.000000 Penalty: 5132.105469
	Iteration 5Q: 3 clusters Score -6017743 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -6018568.000000 Penalty: 5132.105469
	Iteration 6Q: 3 clusters Score -6018568 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6019592.500000 Penalty: 5132.105469
	Iteration 7F: 3 clusters Score -6019592 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -6020716.500000 Penalty: 5132.105469
	Iteration 8F: 3 clusters Score -6020716 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -6021882.000000 Penalty: 5132.105469
	Iteration 9F: 3 clusters Score -6021882 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -6022785.000000 Penalty: 5132.105469
	Iteration 10F: 3 clusters Score -6022785 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -6023373.000000 Penalty: 5132.105469
	Iteration 11Q: 3 clusters Score -6023373 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -6023627.000000 Penalty: 5132.105469
	Iteration 12Q: 3 clusters Score -6023627 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -6023788.000000 Penalty: 5132.105469
	Iteration 13Q: 3 clusters Score -6023788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6023882.000000 Penalty: 5132.105469
	Iteration 14Q: 3 clusters Score -6023882 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -6023989.000000 Penalty: 5132.105469
	Iteration 15Q: 3 clusters Score -6023989 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6024050.500000 Penalty: 5132.105469
	Iteration 16Q: 3 clusters Score -6024050 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -6024133.500000 Penalty: 5132.105469
	Iteration 17Q: 3 clusters Score -6024134 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -6024226.000000 Penalty: 5132.105469
	Iteration 18Q: 3 clusters Score -6024226 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -6024320.000000 Penalty: 5132.105469
	Iteration 19Q: 3 clusters Score -6024320 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6024386.500000 Penalty: 5132.105469
	Iteration 20F: 3 clusters Score -6024386 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -6024439.000000 Penalty: 5132.105469
	Iteration 21Q: 3 clusters Score -6024439 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -6024497.500000 Penalty: 5132.105469
	Iteration 22Q: 3 clusters Score -6024498 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -6024517.000000 Penalty: 5132.105469
	Iteration 23Q: 3 clusters Score -6024517 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -6024579.500000 Penalty: 5132.105469
	Iteration 24Q: 3 clusters Score -6024580 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -6024603.000000 Penalty: 5132.105469
	Iteration 25Q: 3 clusters Score -6024603 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -6024655.500000 Penalty: 5132.105469
	Iteration 26Q: 3 clusters Score -6024656 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6024696.000000 Penalty: 5132.105469
	Iteration 27Q: 3 clusters Score -6024696 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6024726.500000 Penalty: 5132.105469
	Iteration 28Q: 3 clusters Score -6024726 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -6024750.500000 Penalty: 5132.105469
	Iteration 29Q: 3 clusters Score -6024750 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -6024794.000000 Penalty: 5132.105469
	Iteration 30Q: 3 clusters Score -6024794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -6024826.500000 Penalty: 5132.105469
	Iteration 31Q: 3 clusters Score -6024826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -6024853.500000 Penalty: 5132.105469
	Iteration 32Q: 3 clusters Score -6024854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6024858.500000 Penalty: 5132.105469
	Iteration 33Q: 3 clusters Score -6024858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -6024873.000000 Penalty: 5132.105469
	Iteration 34Q: 3 clusters Score -6024873 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -6024862.000000 Penalty: 5132.105469
	Iteration 35Q: 3 clusters Score -6024862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -6024897.500000 Penalty: 5132.105469
	Iteration 36Q: 3 clusters Score -6024898 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6024901.500000 Penalty: 5132.105469
	Iteration 37Q: 3 clusters Score -6024902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -6024915.500000 Penalty: 5132.105469
	Iteration 38Q: 3 clusters Score -6024916 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -6024935.500000 Penalty: 5132.105469
	Iteration 39Q: 3 clusters Score -6024936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -6024944.000000 Penalty: 5132.105469
	Iteration 40F: 3 clusters Score -6024944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -6024954.500000 Penalty: 5132.105469
	Iteration 41Q: 3 clusters Score -6024954 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -6024976.500000 Penalty: 5132.105469
	Iteration 42Q: 3 clusters Score -6024976 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6024971.500000 Penalty: 5132.105469
	Iteration 43Q: 3 clusters Score -6024972 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6024986.500000 Penalty: 5132.105469
	Iteration 44Q: 3 clusters Score -6024986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -6024975.500000 Penalty: 5132.105469
	Iteration 45Q: 3 clusters Score -6024976 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6024964.000000 Penalty: 5132.105469
	Iteration 46Q: 3 clusters Score -6024964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6024960.500000 Penalty: 5132.105469
	Iteration 47Q: 3 clusters Score -6024960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -6024965.500000 Penalty: 5132.105469
	Iteration 48Q: 3 clusters Score -6024966 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6024954.500000 Penalty: 5132.105469
	Iteration 49Q: 3 clusters Score -6024954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -6024968.000000 Penalty: 5132.105469
	Iteration 50Q: 3 clusters Score -6024968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6025002 nChanged 128
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Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6025007 nChanged 114
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Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6025004 nChanged 103
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Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6025006 nChanged 100
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Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6025003 nChanged 87
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Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6025018 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6025000 nChanged 68
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Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6024992 nChanged 73
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Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6024992 nChanged 81
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Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6024991 nChanged 81
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Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6024986 nChanged 59
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Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6024985 nChanged 73
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Mstep: Class 1 contains 27700 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6024978 nChanged 59
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Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6025004 nChanged 50
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Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6024992 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6024980 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6024970 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6024978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6024990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6024984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6024979 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6024966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6024967 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6024960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6024956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6024964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6024958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6024954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6024964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6024944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6024952 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28262 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6024964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6024974 nChanged 34
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Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6024968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6024966 nChanged 34
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Mstep: Class 1 contains 28331 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6024960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6024960 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6024968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6024958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6024960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6024961.500000 Penalty: 5132.105469
	Iteration 95Q: 3 clusters Score -6024962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6024965.500000 Penalty: 5132.105469
	Iteration 96Q: 3 clusters Score -6024966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6024966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6024949.000000 Penalty: 5132.105469
	Iteration 98Q: 3 clusters Score -6024949 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6024960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6024941.000000 Penalty: 5132.105469
	Iteration 100F: 3 clusters Score -6024941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6024942.500000 Penalty: 5132.105469
	Iteration 101Q: 3 clusters Score -6024942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6024949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6024950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6024948.500000 Penalty: 5132.105469
	Iteration 104Q: 3 clusters Score -6024948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6024942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6024946.000000 Penalty: 5132.105469
	Iteration 106Q: 3 clusters Score -6024946 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6024949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6024942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6024943.000000 Penalty: 5132.105469
	Iteration 109Q: 3 clusters Score -6024943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6024939.500000 Penalty: 5132.105469
	Iteration 110Q: 3 clusters Score -6024940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6024935.500000 Penalty: 5132.105469
	Iteration 111Q: 3 clusters Score -6024936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6024935.000000 Penalty: 5132.105469
	Iteration 112Q: 3 clusters Score -6024935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6024931.000000 Penalty: 5132.105469
	Iteration 113Q: 3 clusters Score -6024931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6024929.500000 Penalty: 5132.105469
	Iteration 114Q: 3 clusters Score -6024930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6024919.000000 Penalty: 5132.105469
	Iteration 115Q: 3 clusters Score -6024919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -6024922.500000 Penalty: 5132.105469
	Iteration 116Q: 3 clusters Score -6024922 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6024928.000000 Penalty: 5132.105469
	Iteration 117Q: 3 clusters Score -6024928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6024920.500000 Penalty: 5132.105469
	Iteration 118Q: 3 clusters Score -6024920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6024930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6024927.000000 Penalty: 5132.105469
	Iteration 120F: 3 clusters Score -6024927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -6024924.500000 Penalty: 5132.105469
	Iteration 121Q: 3 clusters Score -6024924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6024926.000000 Penalty: 5132.105469
	Iteration 122Q: 3 clusters Score -6024926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6024933.000000 Penalty: 5132.105469
	Iteration 123Q: 3 clusters Score -6024933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6024929.000000 Penalty: 5132.105469
	Iteration 124Q: 3 clusters Score -6024929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6024940.000000 Penalty: 5132.105469
	Iteration 125Q: 3 clusters Score -6024940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6024935.500000 Penalty: 5132.105469
	Iteration 126Q: 3 clusters Score -6024936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6024933.500000 Penalty: 5132.105469
	Iteration 127Q: 3 clusters Score -6024934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6024931.000000 Penalty: 5132.105469
	Iteration 128Q: 3 clusters Score -6024931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6024940.500000 Penalty: 5132.105469
	Iteration 129Q: 3 clusters Score -6024940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6024948.000000 Penalty: 5132.105469
	Iteration 130Q: 3 clusters Score -6024948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6024951.000000 Penalty: 5132.105469
	Iteration 131Q: 3 clusters Score -6024951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6024940.500000 Penalty: 5132.105469
	Iteration 132Q: 3 clusters Score -6024940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6024937.000000 Penalty: 5132.105469
	Iteration 133Q: 3 clusters Score -6024937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6024948.500000 Penalty: 5132.105469
	Iteration 134Q: 3 clusters Score -6024948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6024940.000000 Penalty: 5132.105469
	Iteration 135Q: 3 clusters Score -6024940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6024943.000000 Penalty: 5132.105469
	Iteration 136Q: 3 clusters Score -6024943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6024942.000000 Penalty: 5132.105469
	Iteration 137Q: 3 clusters Score -6024942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6024946.500000 Penalty: 5132.105469
	Iteration 138Q: 3 clusters Score -6024946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6024943.000000 Penalty: 5132.105469
	Iteration 139Q: 3 clusters Score -6024943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6024947.000000 Penalty: 5132.105469
	Iteration 140F: 3 clusters Score -6024947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6024947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6024950 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 143F: 3 clusters Score -6024950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Entering Unmasked Estep 
Score: -4672875.500000 Penalty: 2486.407715
	Iteration 0F: 2 clusters Score -4672876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4659867.000000 Penalty: 4972.815430
	Iteration 0F: 3 clusters Score -4659867 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4665102.500000 Penalty: 4972.815430
	Iteration 1F: 3 clusters Score -4665102 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4665355.000000 Penalty: 4972.815430
	Iteration 2Q: 3 clusters Score -4665355 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4665529.500000 Penalty: 4972.815430
	Iteration 3Q: 3 clusters Score -4665530 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4665691.000000 Penalty: 4972.815430
	Iteration 4Q: 3 clusters Score -4665691 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4665803.000000 Penalty: 4972.815430
	Iteration 5Q: 3 clusters Score -4665803 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4665893.500000 Penalty: 4972.815430
	Iteration 6Q: 3 clusters Score -4665894 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -4666096.000000 Penalty: 4972.815430
	Iteration 7Q: 3 clusters Score -4666096 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4666273.500000 Penalty: 4972.815430
	Iteration 8Q: 3 clusters Score -4666274 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4666383.000000 Penalty: 4972.815430
	Iteration 9Q: 3 clusters Score -4666383 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4666748.500000 Penalty: 4972.815430
	Iteration 10F: 3 clusters Score -4666748 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -4667230.500000 Penalty: 4972.815430
	Iteration 11F: 3 clusters Score -4667230 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4667776.500000 Penalty: 4972.815430
	Iteration 12Q: 3 clusters Score -4667776 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4668370.000000 Penalty: 4972.815430
	Iteration 13Q: 3 clusters Score -4668370 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4669057.500000 Penalty: 4972.815430
	Iteration 14Q: 3 clusters Score -4669058 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4669576.500000 Penalty: 4972.815430
	Iteration 15Q: 3 clusters Score -4669576 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4669934.500000 Penalty: 4972.815430
	Iteration 16Q: 3 clusters Score -4669934 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4670158.500000 Penalty: 4972.815430
	Iteration 17Q: 3 clusters Score -4670158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -4670328.500000 Penalty: 4972.815430
	Iteration 18Q: 3 clusters Score -4670328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4670434.500000 Penalty: 4972.815430
	Iteration 19Q: 3 clusters Score -4670434 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4670493.000000 Penalty: 4972.815430
	Iteration 20F: 3 clusters Score -4670493 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4670551.000000 Penalty: 4972.815430
	Iteration 21Q: 3 clusters Score -4670551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4670597.000000 Penalty: 4972.815430
	Iteration 22Q: 3 clusters Score -4670597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4670628.500000 Penalty: 4972.815430
	Iteration 23Q: 3 clusters Score -4670628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4670646.000000 Penalty: 4972.815430
	Iteration 24Q: 3 clusters Score -4670646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4670668.000000 Penalty: 4972.815430
	Iteration 25Q: 3 clusters Score -4670668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4670680.000000 Penalty: 4972.815430
	Iteration 26Q: 3 clusters Score -4670680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -4670692.500000 Penalty: 4972.815430
	Iteration 27Q: 3 clusters Score -4670692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -4670695.500000 Penalty: 4972.815430
	Iteration 28Q: 3 clusters Score -4670696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4670696.500000 Penalty: 4972.815430
	Iteration 29Q: 3 clusters Score -4670696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -4670707.000000 Penalty: 4972.815430
	Iteration 30Q: 3 clusters Score -4670707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4670709.500000 Penalty: 4972.815430
	Iteration 31Q: 3 clusters Score -4670710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4670715.000000 Penalty: 4972.815430
	Iteration 32Q: 3 clusters Score -4670715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4670722.000000 Penalty: 4972.815430
	Iteration 33Q: 3 clusters Score -4670722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4670717.500000 Penalty: 4972.815430
	Iteration 34Q: 3 clusters Score -4670718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -4670721.000000 Penalty: 4972.815430
	Iteration 35Q: 3 clusters Score -4670721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -4670726.500000 Penalty: 4972.815430
	Iteration 36Q: 3 clusters Score -4670726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4670720.000000 Penalty: 4972.815430
	Iteration 37Q: 3 clusters Score -4670720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4670721.500000 Penalty: 4972.815430
	Iteration 38Q: 3 clusters Score -4670722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4670721.500000 Penalty: 4972.815430
	Iteration 39F: 3 clusters Score -4670722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Entering Unmasked Estep 
Score: -6853964.000000 Penalty: 2605.792969
	Iteration 0F: 2 clusters Score -6853964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -6830774.500000 Penalty: 5211.585938
	Iteration 0F: 3 clusters Score -6830774 nChanged 16597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6839554.000000 Penalty: 5211.585938
	Iteration 1F: 3 clusters Score -6839554 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6839975.500000 Penalty: 5211.585938
	Iteration 2Q: 3 clusters Score -6839976 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6840436.000000 Penalty: 5211.585938
	Iteration 3Q: 3 clusters Score -6840436 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6840883.000000 Penalty: 5211.585938
	Iteration 4Q: 3 clusters Score -6840883 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -6841269.500000 Penalty: 5211.585938
	Iteration 5Q: 3 clusters Score -6841270 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -6841693.000000 Penalty: 5211.585938
	Iteration 6Q: 3 clusters Score -6841693 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -6842220.000000 Penalty: 5211.585938
	Iteration 7Q: 3 clusters Score -6842220 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6842898.500000 Penalty: 5211.585938
	Iteration 8Q: 3 clusters Score -6842898 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6843763.500000 Penalty: 5211.585938
	Iteration 9Q: 3 clusters Score -6843764 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -6844878.000000 Penalty: 5211.585938
	Iteration 10F: 3 clusters Score -6844878 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -6846033.500000 Penalty: 5211.585938
	Iteration 11F: 3 clusters Score -6846034 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -6847126.000000 Penalty: 5211.585938
	Iteration 12F: 3 clusters Score -6847126 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6847872.000000 Penalty: 5211.585938
	Iteration 13Q: 3 clusters Score -6847872 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6848302.500000 Penalty: 5211.585938
	Iteration 14Q: 3 clusters Score -6848302 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -6848512.000000 Penalty: 5211.585938
	Iteration 15Q: 3 clusters Score -6848512 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -6848643.500000 Penalty: 5211.585938
	Iteration 16Q: 3 clusters Score -6848644 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -6848748.000000 Penalty: 5211.585938
	Iteration 17Q: 3 clusters Score -6848748 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -6848841.000000 Penalty: 5211.585938
	Iteration 18Q: 3 clusters Score -6848841 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6848944.500000 Penalty: 5211.585938
	Iteration 19Q: 3 clusters Score -6848944 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6848979.500000 Penalty: 5211.585938
	Iteration 20F: 3 clusters Score -6848980 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -6849071.000000 Penalty: 5211.585938
	Iteration 21Q: 3 clusters Score -6849071 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -6849142.500000 Penalty: 5211.585938
	Iteration 22Q: 3 clusters Score -6849142 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -6849196.500000 Penalty: 5211.585938
	Iteration 23Q: 3 clusters Score -6849196 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -6849263.500000 Penalty: 5211.585938
	Iteration 24Q: 3 clusters Score -6849264 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -6849313.000000 Penalty: 5211.585938
	Iteration 25Q: 3 clusters Score -6849313 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -6849343.500000 Penalty: 5211.585938
	Iteration 26Q: 3 clusters Score -6849344 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -6849408.500000 Penalty: 5211.585938
	Iteration 27Q: 3 clusters Score -6849408 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -6849431.000000 Penalty: 5211.585938
	Iteration 28Q: 3 clusters Score -6849431 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -6849485.500000 Penalty: 5211.585938
	Iteration 29Q: 3 clusters Score -6849486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -6849503.500000 Penalty: 5211.585938
	Iteration 30Q: 3 clusters Score -6849504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -6849516.000000 Penalty: 5211.585938
	Iteration 31Q: 3 clusters Score -6849516 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -6849568.000000 Penalty: 5211.585938
	Iteration 32Q: 3 clusters Score -6849568 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -6849612.000000 Penalty: 5211.585938
	Iteration 33Q: 3 clusters Score -6849612 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6849650.500000 Penalty: 5211.585938
	Iteration 34Q: 3 clusters Score -6849650 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -6849695.000000 Penalty: 5211.585938
	Iteration 35Q: 3 clusters Score -6849695 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6849723.500000 Penalty: 5211.585938
	Iteration 36Q: 3 clusters Score -6849724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -6849743.500000 Penalty: 5211.585938
	Iteration 37Q: 3 clusters Score -6849744 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6849773.500000 Penalty: 5211.585938
	Iteration 38Q: 3 clusters Score -6849774 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -6849796.000000 Penalty: 5211.585938
	Iteration 39Q: 3 clusters Score -6849796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -6849822.000000 Penalty: 5211.585938
	Iteration 40F: 3 clusters Score -6849822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6849834.500000 Penalty: 5211.585938
	Iteration 41Q: 3 clusters Score -6849834 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -6849858.000000 Penalty: 5211.585938
	Iteration 42Q: 3 clusters Score -6849858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6849884.500000 Penalty: 5211.585938
	Iteration 43Q: 3 clusters Score -6849884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -6849927.000000 Penalty: 5211.585938
	Iteration 44Q: 3 clusters Score -6849927 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6849951.500000 Penalty: 5211.585938
	Iteration 45Q: 3 clusters Score -6849952 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -6849967.000000 Penalty: 5211.585938
	Iteration 46Q: 3 clusters Score -6849967 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -6849989.000000 Penalty: 5211.585938
	Iteration 47Q: 3 clusters Score -6849989 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -6850024.000000 Penalty: 5211.585938
	Iteration 48Q: 3 clusters Score -6850024 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -6850060.000000 Penalty: 5211.585938
	Iteration 49Q: 3 clusters Score -6850060 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -6850126.000000 Penalty: 5211.585938
	Iteration 50Q: 3 clusters Score -6850126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -6850107.500000 Penalty: 5211.585938
	Iteration 51Q: 3 clusters Score -6850108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -6850145.500000 Penalty: 5211.585938
	Iteration 52Q: 3 clusters Score -6850146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -6850179.500000 Penalty: 5211.585938
	Iteration 53Q: 3 clusters Score -6850180 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6850204.500000 Penalty: 5211.585938
	Iteration 54Q: 3 clusters Score -6850204 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -6850230.000000 Penalty: 5211.585938
	Iteration 55Q: 3 clusters Score -6850230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6850255.000000 Penalty: 5211.585938
	Iteration 56Q: 3 clusters Score -6850255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -6850284.000000 Penalty: 5211.585938
	Iteration 57Q: 3 clusters Score -6850284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6850315.500000 Penalty: 5211.585938
	Iteration 58Q: 3 clusters Score -6850316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6850372.000000 Penalty: 5211.585938
	Iteration 59Q: 3 clusters Score -6850372 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -6850426.500000 Penalty: 5211.585938
	Iteration 60F: 3 clusters Score -6850426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -6850430.000000 Penalty: 5211.585938
	Iteration 61Q: 3 clusters Score -6850430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6850464.500000 Penalty: 5211.585938
	Iteration 62Q: 3 clusters Score -6850464 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -6850529.500000 Penalty: 5211.585938
	Iteration 63Q: 3 clusters Score -6850530 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6850573.500000 Penalty: 5211.585938
	Iteration 64Q: 3 clusters Score -6850574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6850595.000000 Penalty: 5211.585938
	Iteration 65Q: 3 clusters Score -6850595 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6850630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6850646.500000 Penalty: 5211.585938
	Iteration 67Q: 3 clusters Score -6850646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6850671.000000 Penalty: 5211.585938
	Iteration 68Q: 3 clusters Score -6850671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6850718.000000 Penalty: 5211.585938
	Iteration 69Q: 3 clusters Score -6850718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6850730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6850765.000000 Penalty: 5211.585938
	Iteration 71Q: 3 clusters Score -6850765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6850793.000000 Penalty: 5211.585938
	Iteration 72Q: 3 clusters Score -6850793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6850796.500000 Penalty: 5211.585938
	Iteration 73Q: 3 clusters Score -6850796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6850826 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6850865 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6850912.000000 Penalty: 5211.585938
	Iteration 76Q: 3 clusters Score -6850912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6850936.500000 Penalty: 5211.585938
	Iteration 77Q: 3 clusters Score -6850936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6850954.000000 Penalty: 5211.585938
	Iteration 78Q: 3 clusters Score -6850954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6850964.500000 Penalty: 5211.585938
	Iteration 79Q: 3 clusters Score -6850964 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6850980.500000 Penalty: 5211.585938
	Iteration 80F: 3 clusters Score -6850980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6851002.500000 Penalty: 5211.585938
	Iteration 81Q: 3 clusters Score -6851002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6851037 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -6851063.500000 Penalty: 5211.585938
	Iteration 83Q: 3 clusters Score -6851064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6851088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6851096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6851116.000000 Penalty: 5211.585938
	Iteration 86Q: 3 clusters Score -6851116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6851116.500000 Penalty: 5211.585938
	Iteration 87Q: 3 clusters Score -6851116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6851136.000000 Penalty: 5211.585938
	Iteration 88Q: 3 clusters Score -6851136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6851148.500000 Penalty: 5211.585938
	Iteration 89Q: 3 clusters Score -6851148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6851155.500000 Penalty: 5211.585938
	Iteration 90Q: 3 clusters Score -6851156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6851179.000000 Penalty: 5211.585938
	Iteration 91Q: 3 clusters Score -6851179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6851190.500000 Penalty: 5211.585938
	Iteration 92Q: 3 clusters Score -6851190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6851199.500000 Penalty: 5211.585938
	Iteration 93Q: 3 clusters Score -6851200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6851214.500000 Penalty: 5211.585938
	Iteration 94Q: 3 clusters Score -6851214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6851219.500000 Penalty: 5211.585938
	Iteration 95Q: 3 clusters Score -6851220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6851230.000000 Penalty: 5211.585938
	Iteration 96Q: 3 clusters Score -6851230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6851226.500000 Penalty: 5211.585938
	Iteration 97Q: 3 clusters Score -6851226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6851222.500000 Penalty: 5211.585938
	Iteration 98Q: 3 clusters Score -6851222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6851222.500000 Penalty: 5211.585938
	Iteration 99Q: 3 clusters Score -6851222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6851230.000000 Penalty: 5211.585938
	Iteration 100F: 3 clusters Score -6851230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6851222.500000 Penalty: 5211.585938
	Iteration 101Q: 3 clusters Score -6851222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6851217.500000 Penalty: 5211.585938
	Iteration 102Q: 3 clusters Score -6851218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6851228.000000 Penalty: 5211.585938
	Iteration 103Q: 3 clusters Score -6851228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6851232.000000 Penalty: 5211.585938
	Iteration 104Q: 3 clusters Score -6851232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6851233.000000 Penalty: 5211.585938
	Iteration 105Q: 3 clusters Score -6851233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6851240.000000 Penalty: 5211.585938
	Iteration 106Q: 3 clusters Score -6851240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6851238.000000 Penalty: 5211.585938
	Iteration 107Q: 3 clusters Score -6851238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6851239.000000 Penalty: 5211.585938
	Iteration 108Q: 3 clusters Score -6851239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6851240.500000 Penalty: 5211.585938
	Iteration 109Q: 3 clusters Score -6851240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6851231.000000 Penalty: 5211.585938
	Iteration 110Q: 3 clusters Score -6851231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6851245.000000 Penalty: 5211.585938
	Iteration 111Q: 3 clusters Score -6851245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6851240.500000 Penalty: 5211.585938
	Iteration 112Q: 3 clusters Score -6851240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6851239.500000 Penalty: 5211.585938
	Iteration 113Q: 3 clusters Score -6851240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6851244.500000 Penalty: 5211.585938
	Iteration 114Q: 3 clusters Score -6851244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6851253.500000 Penalty: 5211.585938
	Iteration 115Q: 3 clusters Score -6851254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6851254.000000 Penalty: 5211.585938
	Iteration 116Q: 3 clusters Score -6851254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6851256.500000 Penalty: 5211.585938
	Iteration 117Q: 3 clusters Score -6851256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6851271.000000 Penalty: 5211.585938
	Iteration 118Q: 3 clusters Score -6851271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6851271.500000 Penalty: 5211.585938
	Iteration 119Q: 3 clusters Score -6851272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6851275.000000 Penalty: 5211.585938
	Iteration 120F: 3 clusters Score -6851275 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6851270.000000 Penalty: 5211.585938
	Iteration 121Q: 3 clusters Score -6851270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6851273.000000 Penalty: 5211.585938
	Iteration 122Q: 3 clusters Score -6851273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6851279.000000 Penalty: 5211.585938
	Iteration 123Q: 3 clusters Score -6851279 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6851280.000000 Penalty: 5211.585938
	Iteration 124Q: 3 clusters Score -6851280 nChanged 7
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Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6851291.500000 Penalty: 5211.585938
	Iteration 125Q: 3 clusters Score -6851292 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34554 members 
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Entering Unmasked Estep 
Score: -6851285.000000 Penalty: 5211.585938
	Iteration 126Q: 3 clusters Score -6851285 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6851293.000000 Penalty: 5211.585938
	Iteration 127Q: 3 clusters Score -6851293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -6851293.000000 Penalty: 5211.585938
	Iteration 128Q: 3 clusters Score -6851293 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6851292.500000 Penalty: 5211.585938
	Iteration 129Q: 3 clusters Score -6851292 nChanged 10
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Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6851302.500000 Penalty: 5211.585938
	Iteration 130Q: 3 clusters Score -6851302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -6851298.000000 Penalty: 5211.585938
	Iteration 131Q: 3 clusters Score -6851298 nChanged 9
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Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6851290.000000 Penalty: 5211.585938
	Iteration 132Q: 3 clusters Score -6851290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6851296.000000 Penalty: 5211.585938
	Iteration 133Q: 3 clusters Score -6851296 nChanged 5
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Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6851300.500000 Penalty: 5211.585938
	Iteration 134Q: 3 clusters Score -6851300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6851301.500000 Penalty: 5211.585938
	Iteration 135Q: 3 clusters Score -6851302 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6851301.000000 Penalty: 5211.585938
	Iteration 136Q: 3 clusters Score -6851301 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6851305.500000 Penalty: 5211.585938
	Iteration 137Q: 3 clusters Score -6851306 nChanged 8
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Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6851312.500000 Penalty: 5211.585938
	Iteration 138Q: 3 clusters Score -6851312 nChanged 10
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Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6851313.500000 Penalty: 5211.585938
	Iteration 139Q: 3 clusters Score -6851314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6851318.500000 Penalty: 5211.585938
	Iteration 140F: 3 clusters Score -6851318 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6851327.500000 Penalty: 5211.585938
	Iteration 141Q: 3 clusters Score -6851328 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6851337.000000 Penalty: 5211.585938
	Iteration 142Q: 3 clusters Score -6851337 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6851345.500000 Penalty: 5211.585938
	Iteration 143Q: 3 clusters Score -6851346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6851336.500000 Penalty: 5211.585938
	Iteration 144Q: 3 clusters Score -6851336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6851333.000000 Penalty: 5211.585938
	Iteration 145Q: 3 clusters Score -6851333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6851329.000000 Penalty: 5211.585938
	Iteration 146Q: 3 clusters Score -6851329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6851328.000000 Penalty: 5211.585938
	Iteration 147Q: 3 clusters Score -6851328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6851329.000000 Penalty: 5211.585938
	Iteration 148Q: 3 clusters Score -6851329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6851324.000000 Penalty: 5211.585938
	Iteration 149Q: 3 clusters Score -6851324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6851328.000000 Penalty: 5211.585938
	Iteration 150Q: 3 clusters Score -6851328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -6851329.500000 Penalty: 5211.585938
	Iteration 151Q: 3 clusters Score -6851330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6851325.000000 Penalty: 5211.585938
	Iteration 152Q: 3 clusters Score -6851325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6851322.000000 Penalty: 5211.585938
	Iteration 153Q: 3 clusters Score -6851322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6851321.500000 Penalty: 5211.585938
	Iteration 154Q: 3 clusters Score -6851322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6851321.500000 Penalty: 5211.585938
	Iteration 155F: 3 clusters Score -6851322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181157.140625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181157.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181464.328125 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181464.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -181555.921875 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181555.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181597.937500 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181633.937500 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181633.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181676.312500 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181676.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -181735.843750 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181735.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181789.453125 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181789.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181837.265625 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181837.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181867.125000 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181867.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181890.187500 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181890.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181912.046875 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181937.046875 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181969.109375 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181994.593750 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181994.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -182030.812500 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -182030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -182063.187500 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -182063.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -182084.343750 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -182084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -182093.781250 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -182093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -182105.046875 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -182105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -182108.078125 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -182108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -182113.234375 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -182113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -182116.890625 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -182116.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -182122.312500 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -182122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182126.828125 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -182126.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -182129.500000 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -182129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -182134.218750 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -182134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -182134.734375 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -182134.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -182134.734375 Penalty: 3436.554688
	Iteration 28F: 3 clusters Score -182134.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -2303069.500000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -2303070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2293979.750000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -2293980 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2296688.250000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -2296688 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2296977.500000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -2296978 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2297143.750000 Penalty: 4665.656250
	Iteration 3Q: 3 clusters Score -2297144 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2297272.000000 Penalty: 4665.656250
	Iteration 4Q: 3 clusters Score -2297272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2297378.500000 Penalty: 4665.656250
	Iteration 5Q: 3 clusters Score -2297378 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2297469.250000 Penalty: 4665.656250
	Iteration 6Q: 3 clusters Score -2297469 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2297534.500000 Penalty: 4665.656250
	Iteration 7Q: 3 clusters Score -2297534 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2297608.750000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -2297609 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2297690.750000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -2297691 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2297794.000000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -2297794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2297913.500000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -2297914 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2298057.750000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -2298058 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2298250.500000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -2298250 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2298500.500000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -2298500 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2298798.500000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -2298798 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2299139.500000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -2299140 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2299522.500000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -2299522 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2299919.750000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -2299920 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2300239.500000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -2300240 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2300488.250000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -2300488 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2300664.250000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -2300664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2300788.250000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -2300788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2300855.750000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -2300856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2300915.500000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -2300916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2300960.000000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -2300960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2300993.250000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -2300993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2301011.500000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -2301012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2301026.750000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -2301027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2301044.000000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -2301044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2301052.500000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -2301052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2301064.500000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -2301064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2301076.250000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -2301076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2301080.500000 Penalty: 4665.656250
	Iteration 33Q: 3 clusters Score -2301080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2301084.250000 Penalty: 4665.656250
	Iteration 34Q: 3 clusters Score -2301084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2301092.500000 Penalty: 4665.656250
	Iteration 35Q: 3 clusters Score -2301092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2301089.500000 Penalty: 4665.656250
	Iteration 36Q: 3 clusters Score -2301090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2301092.250000 Penalty: 4665.656250
	Iteration 37Q: 3 clusters Score -2301092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2301093.500000 Penalty: 4665.656250
	Iteration 38Q: 3 clusters Score -2301094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2301093.500000 Penalty: 4665.656250
	Iteration 39F: 3 clusters Score -2301094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -222583.000000 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -222583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -220549.234375 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -220549.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -220935.671875 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -220935.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -221032.796875 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -221032.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -221082.625000 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -221082.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -221129.406250 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -221129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -221159.968750 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -221160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -221187.906250 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -221187.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -221213.468750 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -221213.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -221243.171875 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -221243.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -221277.703125 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -221277.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -221307.953125 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -221308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -221334.406250 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -221334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -221361.875000 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -221361.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -221389.453125 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -221389.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -221411.828125 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -221411.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -221438.843750 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -221438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -221478.312500 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -221478.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -221506.265625 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -221506.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -221527.656250 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -221527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -221550.390625 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -221550.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -221577.125000 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -221577.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -221612.796875 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -221612.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -221632.187500 Penalty: 3488.619141
	Iteration 22Q: 3 clusters Score -221632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -221648.062500 Penalty: 3488.619141
	Iteration 23Q: 3 clusters Score -221648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -221666.671875 Penalty: 3488.619141
	Iteration 24Q: 3 clusters Score -221666.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -221691.796875 Penalty: 3488.619141
	Iteration 25Q: 3 clusters Score -221691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -221709.296875 Penalty: 3488.619141
	Iteration 26Q: 3 clusters Score -221709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -221724.781250 Penalty: 3488.619141
	Iteration 27Q: 3 clusters Score -221724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -221741.656250 Penalty: 3488.619141
	Iteration 28Q: 3 clusters Score -221741.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -221751.734375 Penalty: 3488.619141
	Iteration 29Q: 3 clusters Score -221751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -221766.921875 Penalty: 3488.619141
	Iteration 30Q: 3 clusters Score -221766.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -221782.265625 Penalty: 3488.619141
	Iteration 31Q: 3 clusters Score -221782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -221792.093750 Penalty: 3488.619141
	Iteration 32Q: 3 clusters Score -221792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -221804.640625 Penalty: 3488.619141
	Iteration 33Q: 3 clusters Score -221804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -221815.640625 Penalty: 3488.619141
	Iteration 34Q: 3 clusters Score -221815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -221826.875000 Penalty: 3488.619141
	Iteration 35Q: 3 clusters Score -221826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -221836.062500 Penalty: 3488.619141
	Iteration 36Q: 3 clusters Score -221836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -221844.812500 Penalty: 3488.619141
	Iteration 37Q: 3 clusters Score -221844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -221851.984375 Penalty: 3488.619141
	Iteration 38Q: 3 clusters Score -221852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -221858.593750 Penalty: 3488.619141
	Iteration 39Q: 3 clusters Score -221858.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -221862.203125 Penalty: 3488.619141
	Iteration 40F: 3 clusters Score -221862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -221863.000000 Penalty: 3488.619141
	Iteration 41Q: 3 clusters Score -221863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -221863.000000 Penalty: 3488.619141
	Iteration 42F: 3 clusters Score -221863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Entering Unmasked Estep 
Score: -5219389.500000 Penalty: 2541.239990
	Iteration 0F: 2 clusters Score -5219390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5200386.500000 Penalty: 5082.479980
	Iteration 0F: 3 clusters Score -5200386 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -5207289.500000 Penalty: 5082.479980
	Iteration 1F: 3 clusters Score -5207290 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -5207748.500000 Penalty: 5082.479980
	Iteration 2Q: 3 clusters Score -5207748 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -5208148.500000 Penalty: 5082.479980
	Iteration 3Q: 3 clusters Score -5208148 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -5208556.500000 Penalty: 5082.479980
	Iteration 4Q: 3 clusters Score -5208556 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -5209048.000000 Penalty: 5082.479980
	Iteration 5Q: 3 clusters Score -5209048 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5209587.500000 Penalty: 5082.479980
	Iteration 6Q: 3 clusters Score -5209588 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -5210316.500000 Penalty: 5082.479980
	Iteration 7Q: 3 clusters Score -5210316 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -5211193.000000 Penalty: 5082.479980
	Iteration 8Q: 3 clusters Score -5211193 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5212152.000000 Penalty: 5082.479980
	Iteration 9F: 3 clusters Score -5212152 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5213157.500000 Penalty: 5082.479980
	Iteration 10F: 3 clusters Score -5213158 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5214148.000000 Penalty: 5082.479980
	Iteration 11Q: 3 clusters Score -5214148 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5214982.000000 Penalty: 5082.479980
	Iteration 12Q: 3 clusters Score -5214982 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5215650.000000 Penalty: 5082.479980
	Iteration 13Q: 3 clusters Score -5215650 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5216081.500000 Penalty: 5082.479980
	Iteration 14Q: 3 clusters Score -5216082 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5216370.000000 Penalty: 5082.479980
	Iteration 15Q: 3 clusters Score -5216370 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5216555.500000 Penalty: 5082.479980
	Iteration 16Q: 3 clusters Score -5216556 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5216710.500000 Penalty: 5082.479980
	Iteration 17Q: 3 clusters Score -5216710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5216801.000000 Penalty: 5082.479980
	Iteration 18Q: 3 clusters Score -5216801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5216889.500000 Penalty: 5082.479980
	Iteration 19Q: 3 clusters Score -5216890 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5216970.500000 Penalty: 5082.479980
	Iteration 20F: 3 clusters Score -5216970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5217047.000000 Penalty: 5082.479980
	Iteration 21Q: 3 clusters Score -5217047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5217077.500000 Penalty: 5082.479980
	Iteration 22Q: 3 clusters Score -5217078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5217116.000000 Penalty: 5082.479980
	Iteration 23Q: 3 clusters Score -5217116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5217157.000000 Penalty: 5082.479980
	Iteration 24Q: 3 clusters Score -5217157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5217174.000000 Penalty: 5082.479980
	Iteration 25Q: 3 clusters Score -5217174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5217204.500000 Penalty: 5082.479980
	Iteration 26Q: 3 clusters Score -5217204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5217205.500000 Penalty: 5082.479980
	Iteration 27Q: 3 clusters Score -5217206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5217221.000000 Penalty: 5082.479980
	Iteration 28Q: 3 clusters Score -5217221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5217226.000000 Penalty: 5082.479980
	Iteration 29Q: 3 clusters Score -5217226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5217228.500000 Penalty: 5082.479980
	Iteration 30Q: 3 clusters Score -5217228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5217226.500000 Penalty: 5082.479980
	Iteration 31Q: 3 clusters Score -5217226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5217225.500000 Penalty: 5082.479980
	Iteration 32Q: 3 clusters Score -5217226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5217225.500000 Penalty: 5082.479980
	Iteration 33F: 3 clusters Score -5217226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Entering Unmasked Estep 
Score: -4905578.500000 Penalty: 2504.555420
	Iteration 0F: 2 clusters Score -4905578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4889700.000000 Penalty: 5009.110840
	Iteration 0F: 3 clusters Score -4889700 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -4895488.500000 Penalty: 5009.110840
	Iteration 1F: 3 clusters Score -4895488 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4895878.500000 Penalty: 5009.110840
	Iteration 2Q: 3 clusters Score -4895878 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4896227.500000 Penalty: 5009.110840
	Iteration 3Q: 3 clusters Score -4896228 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4896513.000000 Penalty: 5009.110840
	Iteration 4Q: 3 clusters Score -4896513 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4896793.000000 Penalty: 5009.110840
	Iteration 5Q: 3 clusters Score -4896793 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -4897063.000000 Penalty: 5009.110840
	Iteration 6Q: 3 clusters Score -4897063 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4897336.500000 Penalty: 5009.110840
	Iteration 7Q: 3 clusters Score -4897336 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4897710.000000 Penalty: 5009.110840
	Iteration 8Q: 3 clusters Score -4897710 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4898179.000000 Penalty: 5009.110840
	Iteration 9Q: 3 clusters Score -4898179 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4898788.500000 Penalty: 5009.110840
	Iteration 10Q: 3 clusters Score -4898788 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4899487.000000 Penalty: 5009.110840
	Iteration 11Q: 3 clusters Score -4899487 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4900203.000000 Penalty: 5009.110840
	Iteration 12Q: 3 clusters Score -4900203 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -4900761.500000 Penalty: 5009.110840
	Iteration 13Q: 3 clusters Score -4900762 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4901150.500000 Penalty: 5009.110840
	Iteration 14Q: 3 clusters Score -4901150 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4901379.000000 Penalty: 5009.110840
	Iteration 15Q: 3 clusters Score -4901379 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4901527.000000 Penalty: 5009.110840
	Iteration 16Q: 3 clusters Score -4901527 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4901648.000000 Penalty: 5009.110840
	Iteration 17Q: 3 clusters Score -4901648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -4901737.500000 Penalty: 5009.110840
	Iteration 18Q: 3 clusters Score -4901738 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4901794.000000 Penalty: 5009.110840
	Iteration 19Q: 3 clusters Score -4901794 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -4901823.500000 Penalty: 5009.110840
	Iteration 20F: 3 clusters Score -4901824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -4901902.000000 Penalty: 5009.110840
	Iteration 21Q: 3 clusters Score -4901902 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4901972.500000 Penalty: 5009.110840
	Iteration 22Q: 3 clusters Score -4901972 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4902039.000000 Penalty: 5009.110840
	Iteration 23Q: 3 clusters Score -4902039 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4902101.000000 Penalty: 5009.110840
	Iteration 24Q: 3 clusters Score -4902101 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4902160.500000 Penalty: 5009.110840
	Iteration 25Q: 3 clusters Score -4902160 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4902221.000000 Penalty: 5009.110840
	Iteration 26Q: 3 clusters Score -4902221 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4902282.000000 Penalty: 5009.110840
	Iteration 27Q: 3 clusters Score -4902282 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4902345.500000 Penalty: 5009.110840
	Iteration 28Q: 3 clusters Score -4902346 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4902371.500000 Penalty: 5009.110840
	Iteration 29Q: 3 clusters Score -4902372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4902395.500000 Penalty: 5009.110840
	Iteration 30Q: 3 clusters Score -4902396 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4902439.000000 Penalty: 5009.110840
	Iteration 31Q: 3 clusters Score -4902439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4902476.000000 Penalty: 5009.110840
	Iteration 32Q: 3 clusters Score -4902476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4902509.000000 Penalty: 5009.110840
	Iteration 33Q: 3 clusters Score -4902509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -4902544.500000 Penalty: 5009.110840
	Iteration 34Q: 3 clusters Score -4902544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4902563.500000 Penalty: 5009.110840
	Iteration 35Q: 3 clusters Score -4902564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4902611.000000 Penalty: 5009.110840
	Iteration 36Q: 3 clusters Score -4902611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4902644.000000 Penalty: 5009.110840
	Iteration 37Q: 3 clusters Score -4902644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4902658.500000 Penalty: 5009.110840
	Iteration 38Q: 3 clusters Score -4902658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -4902660.000000 Penalty: 5009.110840
	Iteration 39Q: 3 clusters Score -4902660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4902690.500000 Penalty: 5009.110840
	Iteration 40F: 3 clusters Score -4902690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -4902698.500000 Penalty: 5009.110840
	Iteration 41Q: 3 clusters Score -4902698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4902714.500000 Penalty: 5009.110840
	Iteration 42Q: 3 clusters Score -4902714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4902734.000000 Penalty: 5009.110840
	Iteration 43Q: 3 clusters Score -4902734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4902743.500000 Penalty: 5009.110840
	Iteration 44Q: 3 clusters Score -4902744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4902746.000000 Penalty: 5009.110840
	Iteration 45Q: 3 clusters Score -4902746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4902777.500000 Penalty: 5009.110840
	Iteration 46Q: 3 clusters Score -4902778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -4902798.000000 Penalty: 5009.110840
	Iteration 47Q: 3 clusters Score -4902798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4902829.500000 Penalty: 5009.110840
	Iteration 48Q: 3 clusters Score -4902830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -4902846.000000 Penalty: 5009.110840
	Iteration 49Q: 3 clusters Score -4902846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -4902879.500000 Penalty: 5009.110840
	Iteration 50Q: 3 clusters Score -4902880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4902894.500000 Penalty: 5009.110840
	Iteration 51Q: 3 clusters Score -4902894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4902901.500000 Penalty: 5009.110840
	Iteration 52Q: 3 clusters Score -4902902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4902915.000000 Penalty: 5009.110840
	Iteration 53Q: 3 clusters Score -4902915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4902930.500000 Penalty: 5009.110840
	Iteration 54Q: 3 clusters Score -4902930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4902948.000000 Penalty: 5009.110840
	Iteration 55Q: 3 clusters Score -4902948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -4902957.000000 Penalty: 5009.110840
	Iteration 56Q: 3 clusters Score -4902957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -4902972.000000 Penalty: 5009.110840
	Iteration 57Q: 3 clusters Score -4902972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -4902971.500000 Penalty: 5009.110840
	Iteration 58Q: 3 clusters Score -4902972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -4902998.000000 Penalty: 5009.110840
	Iteration 59Q: 3 clusters Score -4902998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -4903012.500000 Penalty: 5009.110840
	Iteration 60F: 3 clusters Score -4903012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -4903037.000000 Penalty: 5009.110840
	Iteration 61Q: 3 clusters Score -4903037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -4903051.000000 Penalty: 5009.110840
	Iteration 62Q: 3 clusters Score -4903051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4903064.500000 Penalty: 5009.110840
	Iteration 63Q: 3 clusters Score -4903064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -4903092.000000 Penalty: 5009.110840
	Iteration 64Q: 3 clusters Score -4903092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4903110.000000 Penalty: 5009.110840
	Iteration 65Q: 3 clusters Score -4903110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4903117.000000 Penalty: 5009.110840
	Iteration 66Q: 3 clusters Score -4903117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -4903131.000000 Penalty: 5009.110840
	Iteration 67Q: 3 clusters Score -4903131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4903128.000000 Penalty: 5009.110840
	Iteration 68Q: 3 clusters Score -4903128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4903137.500000 Penalty: 5009.110840
	Iteration 69Q: 3 clusters Score -4903138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4903133.500000 Penalty: 5009.110840
	Iteration 70Q: 3 clusters Score -4903134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4903127.000000 Penalty: 5009.110840
	Iteration 71Q: 3 clusters Score -4903127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4903136.500000 Penalty: 5009.110840
	Iteration 72Q: 3 clusters Score -4903136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4903150.000000 Penalty: 5009.110840
	Iteration 73Q: 3 clusters Score -4903150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4903168.000000 Penalty: 5009.110840
	Iteration 74Q: 3 clusters Score -4903168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4903177.000000 Penalty: 5009.110840
	Iteration 75Q: 3 clusters Score -4903177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4903199.000000 Penalty: 5009.110840
	Iteration 76Q: 3 clusters Score -4903199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4903206.000000 Penalty: 5009.110840
	Iteration 77Q: 3 clusters Score -4903206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4903220.500000 Penalty: 5009.110840
	Iteration 78Q: 3 clusters Score -4903220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4903229.000000 Penalty: 5009.110840
	Iteration 79Q: 3 clusters Score -4903229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -4903256.000000 Penalty: 5009.110840
	Iteration 80F: 3 clusters Score -4903256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4903264.000000 Penalty: 5009.110840
	Iteration 81Q: 3 clusters Score -4903264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4903292.500000 Penalty: 5009.110840
	Iteration 82Q: 3 clusters Score -4903292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -4903297.000000 Penalty: 5009.110840
	Iteration 83Q: 3 clusters Score -4903297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4903310.000000 Penalty: 5009.110840
	Iteration 84Q: 3 clusters Score -4903310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4903301.000000 Penalty: 5009.110840
	Iteration 85Q: 3 clusters Score -4903301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -4903311.500000 Penalty: 5009.110840
	Iteration 86Q: 3 clusters Score -4903312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -4903306.000000 Penalty: 5009.110840
	Iteration 87Q: 3 clusters Score -4903306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -4903327.000000 Penalty: 5009.110840
	Iteration 88Q: 3 clusters Score -4903327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -4903343.500000 Penalty: 5009.110840
	Iteration 89Q: 3 clusters Score -4903344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4903340.000000 Penalty: 5009.110840
	Iteration 90Q: 3 clusters Score -4903340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4903334.000000 Penalty: 5009.110840
	Iteration 91Q: 3 clusters Score -4903334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4903332.500000 Penalty: 5009.110840
	Iteration 92Q: 3 clusters Score -4903332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4903334.000000 Penalty: 5009.110840
	Iteration 93Q: 3 clusters Score -4903334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4903335.500000 Penalty: 5009.110840
	Iteration 94Q: 3 clusters Score -4903336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -4903332.000000 Penalty: 5009.110840
	Iteration 95Q: 3 clusters Score -4903332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -4903336.500000 Penalty: 5009.110840
	Iteration 96Q: 3 clusters Score -4903336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4903339.500000 Penalty: 5009.110840
	Iteration 97Q: 3 clusters Score -4903340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -4903343.000000 Penalty: 5009.110840
	Iteration 98Q: 3 clusters Score -4903343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4903340.500000 Penalty: 5009.110840
	Iteration 99Q: 3 clusters Score -4903340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -4903351.000000 Penalty: 5009.110840
	Iteration 100F: 3 clusters Score -4903351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4903354.000000 Penalty: 5009.110840
	Iteration 101Q: 3 clusters Score -4903354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4903357.000000 Penalty: 5009.110840
	Iteration 102Q: 3 clusters Score -4903357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4903366.000000 Penalty: 5009.110840
	Iteration 103Q: 3 clusters Score -4903366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -4903369.500000 Penalty: 5009.110840
	Iteration 104Q: 3 clusters Score -4903370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4903374.000000 Penalty: 5009.110840
	Iteration 105Q: 3 clusters Score -4903374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4903374.000000 Penalty: 5009.110840
	Iteration 106F: 3 clusters Score -4903374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (17663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Entering Unmasked Estep 
Score: -3578037.500000 Penalty: 2425.248291
	Iteration 0F: 2 clusters Score -3578038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3565711.250000 Penalty: 4850.496582
	Iteration 0F: 3 clusters Score -3565711 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3569893.000000 Penalty: 4850.496582
	Iteration 1F: 3 clusters Score -3569893 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3570230.500000 Penalty: 4850.496582
	Iteration 2F: 3 clusters Score -3570230 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3570497.250000 Penalty: 4850.496582
	Iteration 3Q: 3 clusters Score -3570497 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3570719.000000 Penalty: 4850.496582
	Iteration 4Q: 3 clusters Score -3570719 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3570933.500000 Penalty: 4850.496582
	Iteration 5Q: 3 clusters Score -3570934 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3571148.750000 Penalty: 4850.496582
	Iteration 6Q: 3 clusters Score -3571149 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3571349.500000 Penalty: 4850.496582
	Iteration 7Q: 3 clusters Score -3571350 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3571542.000000 Penalty: 4850.496582
	Iteration 8Q: 3 clusters Score -3571542 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3571727.500000 Penalty: 4850.496582
	Iteration 9Q: 3 clusters Score -3571728 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -3571944.250000 Penalty: 4850.496582
	Iteration 10Q: 3 clusters Score -3571944 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3572222.750000 Penalty: 4850.496582
	Iteration 11Q: 3 clusters Score -3572223 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3572541.000000 Penalty: 4850.496582
	Iteration 12Q: 3 clusters Score -3572541 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3572932.500000 Penalty: 4850.496582
	Iteration 13Q: 3 clusters Score -3572932 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3573447.500000 Penalty: 4850.496582
	Iteration 14Q: 3 clusters Score -3573448 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3574009.000000 Penalty: 4850.496582
	Iteration 15Q: 3 clusters Score -3574009 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -3574443.000000 Penalty: 4850.496582
	Iteration 16Q: 3 clusters Score -3574443 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3574691.250000 Penalty: 4850.496582
	Iteration 17Q: 3 clusters Score -3574691 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3574864.750000 Penalty: 4850.496582
	Iteration 18Q: 3 clusters Score -3574865 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3575020.250000 Penalty: 4850.496582
	Iteration 19Q: 3 clusters Score -3575020 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3575187.250000 Penalty: 4850.496582
	Iteration 20F: 3 clusters Score -3575187 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3575381.750000 Penalty: 4850.496582
	Iteration 21Q: 3 clusters Score -3575382 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3575572.250000 Penalty: 4850.496582
	Iteration 22Q: 3 clusters Score -3575572 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3575749.000000 Penalty: 4850.496582
	Iteration 23Q: 3 clusters Score -3575749 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3575952.000000 Penalty: 4850.496582
	Iteration 24Q: 3 clusters Score -3575952 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3576089.250000 Penalty: 4850.496582
	Iteration 25Q: 3 clusters Score -3576089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3576202.000000 Penalty: 4850.496582
	Iteration 26Q: 3 clusters Score -3576202 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3576282.000000 Penalty: 4850.496582
	Iteration 27Q: 3 clusters Score -3576282 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3576350.750000 Penalty: 4850.496582
	Iteration 28Q: 3 clusters Score -3576351 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3576400.000000 Penalty: 4850.496582
	Iteration 29Q: 3 clusters Score -3576400 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3576436.000000 Penalty: 4850.496582
	Iteration 30Q: 3 clusters Score -3576436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -3576466.500000 Penalty: 4850.496582
	Iteration 31Q: 3 clusters Score -3576466 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3576489.500000 Penalty: 4850.496582
	Iteration 32Q: 3 clusters Score -3576490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3576487.500000 Penalty: 4850.496582
	Iteration 33Q: 3 clusters Score -3576488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3576497.000000 Penalty: 4850.496582
	Iteration 34Q: 3 clusters Score -3576497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3576491.750000 Penalty: 4850.496582
	Iteration 35Q: 3 clusters Score -3576492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3576499.750000 Penalty: 4850.496582
	Iteration 36Q: 3 clusters Score -3576500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3576507.250000 Penalty: 4850.496582
	Iteration 37Q: 3 clusters Score -3576507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -3576513.500000 Penalty: 4850.496582
	Iteration 38Q: 3 clusters Score -3576514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3576511.750000 Penalty: 4850.496582
	Iteration 39Q: 3 clusters Score -3576512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3576506.000000 Penalty: 4850.496582
	Iteration 40F: 3 clusters Score -3576506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3576509.500000 Penalty: 4850.496582
	Iteration 41Q: 3 clusters Score -3576510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -3576509.250000 Penalty: 4850.496582
	Iteration 42Q: 3 clusters Score -3576509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3576510.500000 Penalty: 4850.496582
	Iteration 43Q: 3 clusters Score -3576510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3576514.000000 Penalty: 4850.496582
	Iteration 44Q: 3 clusters Score -3576514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3576511.250000 Penalty: 4850.496582
	Iteration 45Q: 3 clusters Score -3576511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3576511.250000 Penalty: 4850.496582
	Iteration 46F: 3 clusters Score -3576511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Entering Unmasked Estep 
Score: -6366041.500000 Penalty: 2587.259277
	Iteration 0F: 2 clusters Score -6366042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -6343577.500000 Penalty: 5174.518555
	Iteration 0F: 3 clusters Score -6343578 nChanged 15581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -6352042.500000 Penalty: 5174.518555
	Iteration 1F: 3 clusters Score -6352042 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -6352545.500000 Penalty: 5174.518555
	Iteration 2Q: 3 clusters Score -6352546 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -6352959.000000 Penalty: 5174.518555
	Iteration 3Q: 3 clusters Score -6352959 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6353324.500000 Penalty: 5174.518555
	Iteration 4Q: 3 clusters Score -6353324 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -6353738.500000 Penalty: 5174.518555
	Iteration 5Q: 3 clusters Score -6353738 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -6354248.500000 Penalty: 5174.518555
	Iteration 6Q: 3 clusters Score -6354248 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6354875.000000 Penalty: 5174.518555
	Iteration 7Q: 3 clusters Score -6354875 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -6355703.500000 Penalty: 5174.518555
	Iteration 8Q: 3 clusters Score -6355704 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6356765.500000 Penalty: 5174.518555
	Iteration 9F: 3 clusters Score -6356766 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -6358242.000000 Penalty: 5174.518555
	Iteration 10F: 3 clusters Score -6358242 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -6359768.500000 Penalty: 5174.518555
	Iteration 11F: 3 clusters Score -6359768 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6361250.500000 Penalty: 5174.518555
	Iteration 12F: 3 clusters Score -6361250 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6362515.500000 Penalty: 5174.518555
	Iteration 13Q: 3 clusters Score -6362516 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6363280.500000 Penalty: 5174.518555
	Iteration 14Q: 3 clusters Score -6363280 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6363659.500000 Penalty: 5174.518555
	Iteration 15Q: 3 clusters Score -6363660 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6363812.500000 Penalty: 5174.518555
	Iteration 16Q: 3 clusters Score -6363812 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6363921.000000 Penalty: 5174.518555
	Iteration 17Q: 3 clusters Score -6363921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6363971.500000 Penalty: 5174.518555
	Iteration 18Q: 3 clusters Score -6363972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6363979.000000 Penalty: 5174.518555
	Iteration 19Q: 3 clusters Score -6363979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6363986.500000 Penalty: 5174.518555
	Iteration 20F: 3 clusters Score -6363986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6364000.000000 Penalty: 5174.518555
	Iteration 21Q: 3 clusters Score -6364000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6364005.500000 Penalty: 5174.518555
	Iteration 22Q: 3 clusters Score -6364006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6363994.500000 Penalty: 5174.518555
	Iteration 23Q: 3 clusters Score -6363994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6363989.500000 Penalty: 5174.518555
	Iteration 24Q: 3 clusters Score -6363990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6363997.500000 Penalty: 5174.518555
	Iteration 25Q: 3 clusters Score -6363998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6364005.500000 Penalty: 5174.518555
	Iteration 26Q: 3 clusters Score -6364006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6363996.000000 Penalty: 5174.518555
	Iteration 27Q: 3 clusters Score -6363996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6364001.500000 Penalty: 5174.518555
	Iteration 28Q: 3 clusters Score -6364002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6364001.000000 Penalty: 5174.518555
	Iteration 29Q: 3 clusters Score -6364001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6363993.500000 Penalty: 5174.518555
	Iteration 30Q: 3 clusters Score -6363994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6363994.500000 Penalty: 5174.518555
	Iteration 31Q: 3 clusters Score -6363994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6363995.500000 Penalty: 5174.518555
	Iteration 32Q: 3 clusters Score -6363996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6364002.500000 Penalty: 5174.518555
	Iteration 33Q: 3 clusters Score -6364002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6364002.500000 Penalty: 5174.518555
	Iteration 34Q: 3 clusters Score -6364002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6364008.500000 Penalty: 5174.518555
	Iteration 35Q: 3 clusters Score -6364008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6364007.500000 Penalty: 5174.518555
	Iteration 36Q: 3 clusters Score -6364008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6364005.500000 Penalty: 5174.518555
	Iteration 37Q: 3 clusters Score -6364006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6364005.000000 Penalty: 5174.518555
	Iteration 38Q: 3 clusters Score -6364005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6364007.000000 Penalty: 5174.518555
	Iteration 39Q: 3 clusters Score -6364007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6364009.000000 Penalty: 5174.518555
	Iteration 40F: 3 clusters Score -6364009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6364005.500000 Penalty: 5174.518555
	Iteration 41Q: 3 clusters Score -6364006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6364006.500000 Penalty: 5174.518555
	Iteration 42Q: 3 clusters Score -6364006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6364003.500000 Penalty: 5174.518555
	Iteration 43Q: 3 clusters Score -6364004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6364001.000000 Penalty: 5174.518555
	Iteration 44Q: 3 clusters Score -6364001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6364001.000000 Penalty: 5174.518555
	Iteration 45F: 3 clusters Score -6364001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -126525.625000 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -126525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124823.789062 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -124823.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125123.531250 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -125123.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125217.648438 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -125217.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125271.929688 Penalty: 3295.965088
	Iteration 3Q: 3 clusters Score -125271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -125304.515625 Penalty: 3295.965088
	Iteration 4Q: 3 clusters Score -125304.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125346.421875 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -125346.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125384.625000 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -125384.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -125406.476562 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -125406.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -125421.078125 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -125421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -125434.406250 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -125434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125441.320312 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -125441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125456.281250 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -125456.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -125485.171875 Penalty: 3295.965088
	Iteration 12Q: 3 clusters Score -125485.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125508.148438 Penalty: 3295.965088
	Iteration 13Q: 3 clusters Score -125508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125515.343750 Penalty: 3295.965088
	Iteration 14Q: 3 clusters Score -125515.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125530.859375 Penalty: 3295.965088
	Iteration 15Q: 3 clusters Score -125530.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125538.273438 Penalty: 3295.965088
	Iteration 16Q: 3 clusters Score -125538.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125538.273438 Penalty: 3295.965088
	Iteration 17F: 3 clusters Score -125538.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Entering Unmasked Estep 
Score: -6802128.000000 Penalty: 2605.134277
	Iteration 0F: 2 clusters Score -6802128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6777985.500000 Penalty: 5210.268555
	Iteration 0F: 3 clusters Score -6777986 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -6787015.500000 Penalty: 5210.268555
	Iteration 1F: 3 clusters Score -6787016 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -6787580.000000 Penalty: 5210.268555
	Iteration 2Q: 3 clusters Score -6787580 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6788004.500000 Penalty: 5210.268555
	Iteration 3Q: 3 clusters Score -6788004 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -6788429.000000 Penalty: 5210.268555
	Iteration 4Q: 3 clusters Score -6788429 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6788829.500000 Penalty: 5210.268555
	Iteration 5Q: 3 clusters Score -6788830 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -6789289.500000 Penalty: 5210.268555
	Iteration 6Q: 3 clusters Score -6789290 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -6789829.000000 Penalty: 5210.268555
	Iteration 7Q: 3 clusters Score -6789829 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -6790518.500000 Penalty: 5210.268555
	Iteration 8Q: 3 clusters Score -6790518 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -6791429.000000 Penalty: 5210.268555
	Iteration 9Q: 3 clusters Score -6791429 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -6792793.500000 Penalty: 5210.268555
	Iteration 10F: 3 clusters Score -6792794 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -6794504.500000 Penalty: 5210.268555
	Iteration 11F: 3 clusters Score -6794504 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -6796008.500000 Penalty: 5210.268555
	Iteration 12F: 3 clusters Score -6796008 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -6796860.500000 Penalty: 5210.268555
	Iteration 13Q: 3 clusters Score -6796860 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -6797305.500000 Penalty: 5210.268555
	Iteration 14Q: 3 clusters Score -6797306 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -6797584.500000 Penalty: 5210.268555
	Iteration 15Q: 3 clusters Score -6797584 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -6797830.500000 Penalty: 5210.268555
	Iteration 16Q: 3 clusters Score -6797830 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -6798007.500000 Penalty: 5210.268555
	Iteration 17Q: 3 clusters Score -6798008 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6798236.500000 Penalty: 5210.268555
	Iteration 18Q: 3 clusters Score -6798236 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -6798461.000000 Penalty: 5210.268555
	Iteration 19Q: 3 clusters Score -6798461 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -6798673.000000 Penalty: 5210.268555
	Iteration 20F: 3 clusters Score -6798673 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -6798838.000000 Penalty: 5210.268555
	Iteration 21Q: 3 clusters Score -6798838 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6799078.000000 Penalty: 5210.268555
	Iteration 22Q: 3 clusters Score -6799078 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -6799267.500000 Penalty: 5210.268555
	Iteration 23Q: 3 clusters Score -6799268 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6799465.000000 Penalty: 5210.268555
	Iteration 24Q: 3 clusters Score -6799465 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6799637.500000 Penalty: 5210.268555
	Iteration 25Q: 3 clusters Score -6799638 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6799781.500000 Penalty: 5210.268555
	Iteration 26Q: 3 clusters Score -6799782 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6799843.000000 Penalty: 5210.268555
	Iteration 27Q: 3 clusters Score -6799843 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6799921.000000 Penalty: 5210.268555
	Iteration 28Q: 3 clusters Score -6799921 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6800006.500000 Penalty: 5210.268555
	Iteration 29Q: 3 clusters Score -6800006 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6800055.500000 Penalty: 5210.268555
	Iteration 30Q: 3 clusters Score -6800056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6800060.000000 Penalty: 5210.268555
	Iteration 31Q: 3 clusters Score -6800060 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6800092.000000 Penalty: 5210.268555
	Iteration 32Q: 3 clusters Score -6800092 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6800090.500000 Penalty: 5210.268555
	Iteration 33Q: 3 clusters Score -6800090 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6800125.000000 Penalty: 5210.268555
	Iteration 34Q: 3 clusters Score -6800125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -6800124.000000 Penalty: 5210.268555
	Iteration 35Q: 3 clusters Score -6800124 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6800128.500000 Penalty: 5210.268555
	Iteration 36Q: 3 clusters Score -6800128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6800138.500000 Penalty: 5210.268555
	Iteration 37Q: 3 clusters Score -6800138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6800145.500000 Penalty: 5210.268555
	Iteration 38Q: 3 clusters Score -6800146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6800149.500000 Penalty: 5210.268555
	Iteration 39Q: 3 clusters Score -6800150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6800160.000000 Penalty: 5210.268555
	Iteration 40F: 3 clusters Score -6800160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6800167.000000 Penalty: 5210.268555
	Iteration 41Q: 3 clusters Score -6800167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6800198.500000 Penalty: 5210.268555
	Iteration 42Q: 3 clusters Score -6800198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6800194.500000 Penalty: 5210.268555
	Iteration 43Q: 3 clusters Score -6800194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6800195.000000 Penalty: 5210.268555
	Iteration 44Q: 3 clusters Score -6800195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6800184.500000 Penalty: 5210.268555
	Iteration 45Q: 3 clusters Score -6800184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6800202.000000 Penalty: 5210.268555
	Iteration 46Q: 3 clusters Score -6800202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6800216.000000 Penalty: 5210.268555
	Iteration 47Q: 3 clusters Score -6800216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6800211.500000 Penalty: 5210.268555
	Iteration 48Q: 3 clusters Score -6800212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6800208.000000 Penalty: 5210.268555
	Iteration 49Q: 3 clusters Score -6800208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6800215.000000 Penalty: 5210.268555
	Iteration 50Q: 3 clusters Score -6800215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6800207.000000 Penalty: 5210.268555
	Iteration 51Q: 3 clusters Score -6800207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6800212.500000 Penalty: 5210.268555
	Iteration 52Q: 3 clusters Score -6800212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6800211.500000 Penalty: 5210.268555
	Iteration 53Q: 3 clusters Score -6800212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6800209.000000 Penalty: 5210.268555
	Iteration 54Q: 3 clusters Score -6800209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6800209.000000 Penalty: 5210.268555
	Iteration 55Q: 3 clusters Score -6800209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6800204.000000 Penalty: 5210.268555
	Iteration 56Q: 3 clusters Score -6800204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6800205.500000 Penalty: 5210.268555
	Iteration 57Q: 3 clusters Score -6800206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6800208.000000 Penalty: 5210.268555
	Iteration 58Q: 3 clusters Score -6800208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6800210.000000 Penalty: 5210.268555
	Iteration 59Q: 3 clusters Score -6800210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6800209.000000 Penalty: 5210.268555
	Iteration 60F: 3 clusters Score -6800209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6800213.500000 Penalty: 5210.268555
	Iteration 61Q: 3 clusters Score -6800214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6800218.000000 Penalty: 5210.268555
	Iteration 62Q: 3 clusters Score -6800218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6800209.500000 Penalty: 5210.268555
	Iteration 63Q: 3 clusters Score -6800210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6800210.500000 Penalty: 5210.268555
	Iteration 64Q: 3 clusters Score -6800210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6800212.000000 Penalty: 5210.268555
	Iteration 65Q: 3 clusters Score -6800212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6800212.000000 Penalty: 5210.268555
	Iteration 66F: 3 clusters Score -6800212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Entering Unmasked Estep 
Score: -4431402.000000 Penalty: 2474.300049
	Iteration 0F: 2 clusters Score -4431402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4418333.000000 Penalty: 4948.600098
	Iteration 0F: 3 clusters Score -4418333 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4423413.000000 Penalty: 4948.600098
	Iteration 1F: 3 clusters Score -4423413 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -4423782.500000 Penalty: 4948.600098
	Iteration 2F: 3 clusters Score -4423782 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4424069.000000 Penalty: 4948.600098
	Iteration 3Q: 3 clusters Score -4424069 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -4424328.000000 Penalty: 4948.600098
	Iteration 4Q: 3 clusters Score -4424328 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4424584.000000 Penalty: 4948.600098
	Iteration 5Q: 3 clusters Score -4424584 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4424911.000000 Penalty: 4948.600098
	Iteration 6Q: 3 clusters Score -4424911 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -4425311.000000 Penalty: 4948.600098
	Iteration 7Q: 3 clusters Score -4425311 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4425770.500000 Penalty: 4948.600098
	Iteration 8Q: 3 clusters Score -4425770 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4426270.000000 Penalty: 4948.600098
	Iteration 9Q: 3 clusters Score -4426270 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4426762.500000 Penalty: 4948.600098
	Iteration 10Q: 3 clusters Score -4426762 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4427305.500000 Penalty: 4948.600098
	Iteration 11Q: 3 clusters Score -4427306 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4427839.000000 Penalty: 4948.600098
	Iteration 12Q: 3 clusters Score -4427839 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4428254.500000 Penalty: 4948.600098
	Iteration 13Q: 3 clusters Score -4428254 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4428584.500000 Penalty: 4948.600098
	Iteration 14Q: 3 clusters Score -4428584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4428807.000000 Penalty: 4948.600098
	Iteration 15Q: 3 clusters Score -4428807 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4428957.000000 Penalty: 4948.600098
	Iteration 16Q: 3 clusters Score -4428957 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4429048.500000 Penalty: 4948.600098
	Iteration 17Q: 3 clusters Score -4429048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4429122.000000 Penalty: 4948.600098
	Iteration 18Q: 3 clusters Score -4429122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4429160.000000 Penalty: 4948.600098
	Iteration 19Q: 3 clusters Score -4429160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4429186.000000 Penalty: 4948.600098
	Iteration 20F: 3 clusters Score -4429186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4429211.500000 Penalty: 4948.600098
	Iteration 21Q: 3 clusters Score -4429212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4429229.500000 Penalty: 4948.600098
	Iteration 22Q: 3 clusters Score -4429230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4429240.500000 Penalty: 4948.600098
	Iteration 23Q: 3 clusters Score -4429240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4429250.000000 Penalty: 4948.600098
	Iteration 24Q: 3 clusters Score -4429250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4429259.000000 Penalty: 4948.600098
	Iteration 25Q: 3 clusters Score -4429259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4429258.500000 Penalty: 4948.600098
	Iteration 26Q: 3 clusters Score -4429258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4429264.500000 Penalty: 4948.600098
	Iteration 27Q: 3 clusters Score -4429264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4429273.000000 Penalty: 4948.600098
	Iteration 28Q: 3 clusters Score -4429273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4429274.000000 Penalty: 4948.600098
	Iteration 29Q: 3 clusters Score -4429274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4429274.000000 Penalty: 4948.600098
	Iteration 30Q: 3 clusters Score -4429274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4429281.500000 Penalty: 4948.600098
	Iteration 31Q: 3 clusters Score -4429282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4429281.500000 Penalty: 4948.600098
	Iteration 32F: 3 clusters Score -4429282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Entering Unmasked Estep 
Score: -5962966.000000 Penalty: 2563.677979
	Iteration 0F: 2 clusters Score -5962966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5943604.500000 Penalty: 5127.355957
	Iteration 0F: 3 clusters Score -5943604 nChanged 14054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5951212.500000 Penalty: 5127.355957
	Iteration 1F: 3 clusters Score -5951212 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5951637.500000 Penalty: 5127.355957
	Iteration 2Q: 3 clusters Score -5951638 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5952009.500000 Penalty: 5127.355957
	Iteration 3Q: 3 clusters Score -5952010 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5952321.500000 Penalty: 5127.355957
	Iteration 4Q: 3 clusters Score -5952322 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5952594.500000 Penalty: 5127.355957
	Iteration 5Q: 3 clusters Score -5952594 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5952881.500000 Penalty: 5127.355957
	Iteration 6Q: 3 clusters Score -5952882 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5953171.500000 Penalty: 5127.355957
	Iteration 7Q: 3 clusters Score -5953172 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -5953582.500000 Penalty: 5127.355957
	Iteration 8Q: 3 clusters Score -5953582 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -5954168.500000 Penalty: 5127.355957
	Iteration 9Q: 3 clusters Score -5954168 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5954971.000000 Penalty: 5127.355957
	Iteration 10Q: 3 clusters Score -5954971 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5956112.500000 Penalty: 5127.355957
	Iteration 11F: 3 clusters Score -5956112 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5957298.500000 Penalty: 5127.355957
	Iteration 12F: 3 clusters Score -5957298 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5958343.500000 Penalty: 5127.355957
	Iteration 13Q: 3 clusters Score -5958344 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5959000.000000 Penalty: 5127.355957
	Iteration 14Q: 3 clusters Score -5959000 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -5959526.500000 Penalty: 5127.355957
	Iteration 15Q: 3 clusters Score -5959526 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5959876.000000 Penalty: 5127.355957
	Iteration 16Q: 3 clusters Score -5959876 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -5960110.000000 Penalty: 5127.355957
	Iteration 17Q: 3 clusters Score -5960110 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -5960282.000000 Penalty: 5127.355957
	Iteration 18Q: 3 clusters Score -5960282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5960403.500000 Penalty: 5127.355957
	Iteration 19Q: 3 clusters Score -5960404 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -5960498.500000 Penalty: 5127.355957
	Iteration 20F: 3 clusters Score -5960498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -5960605.500000 Penalty: 5127.355957
	Iteration 21Q: 3 clusters Score -5960606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5960648.000000 Penalty: 5127.355957
	Iteration 22Q: 3 clusters Score -5960648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -5960694.500000 Penalty: 5127.355957
	Iteration 23Q: 3 clusters Score -5960694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -5960744.500000 Penalty: 5127.355957
	Iteration 24Q: 3 clusters Score -5960744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5960761.000000 Penalty: 5127.355957
	Iteration 25Q: 3 clusters Score -5960761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5960773.500000 Penalty: 5127.355957
	Iteration 26Q: 3 clusters Score -5960774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -5960790.500000 Penalty: 5127.355957
	Iteration 27Q: 3 clusters Score -5960790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -5960786.500000 Penalty: 5127.355957
	Iteration 28Q: 3 clusters Score -5960786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -5960797.500000 Penalty: 5127.355957
	Iteration 29Q: 3 clusters Score -5960798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -5960792.000000 Penalty: 5127.355957
	Iteration 30Q: 3 clusters Score -5960792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -5960808.000000 Penalty: 5127.355957
	Iteration 31Q: 3 clusters Score -5960808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -5960815.000000 Penalty: 5127.355957
	Iteration 32Q: 3 clusters Score -5960815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5960826.000000 Penalty: 5127.355957
	Iteration 33Q: 3 clusters Score -5960826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -5960817.000000 Penalty: 5127.355957
	Iteration 34Q: 3 clusters Score -5960817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5960814.500000 Penalty: 5127.355957
	Iteration 35Q: 3 clusters Score -5960814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5960818.000000 Penalty: 5127.355957
	Iteration 36Q: 3 clusters Score -5960818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5960822.500000 Penalty: 5127.355957
	Iteration 37Q: 3 clusters Score -5960822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5960823.500000 Penalty: 5127.355957
	Iteration 38Q: 3 clusters Score -5960824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -5960823.500000 Penalty: 5127.355957
	Iteration 39F: 3 clusters Score -5960824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -35099.113281 Penalty: 1350.790894
	Iteration 0F: 2 clusters Score -35099.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -34144.191406 Penalty: 2701.581787
	Iteration 0F: 3 clusters Score -34144.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34262.558594 Penalty: 2701.581787
	Iteration 1F: 3 clusters Score -34262.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34282.558594 Penalty: 2701.581787
	Iteration 2Q: 3 clusters Score -34282.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34302.507812 Penalty: 2701.581787
	Iteration 3Q: 3 clusters Score -34302.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34312.718750 Penalty: 2701.581787
	Iteration 4Q: 3 clusters Score -34312.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34317.027344 Penalty: 2701.581787
	Iteration 5Q: 3 clusters Score -34317.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34317.027344 Penalty: 2701.581787
	Iteration 6F: 3 clusters Score -34317.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Entering Unmasked Estep 
Score: -6179252.000000 Penalty: 2571.663086
	Iteration 0F: 2 clusters Score -6179252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6159666.000000 Penalty: 5143.326172
	Iteration 0F: 3 clusters Score -6159666 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6167571.500000 Penalty: 5143.326172
	Iteration 1F: 3 clusters Score -6167572 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -6168067.000000 Penalty: 5143.326172
	Iteration 2F: 3 clusters Score -6168067 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -6168528.000000 Penalty: 5143.326172
	Iteration 3Q: 3 clusters Score -6168528 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -6168898.000000 Penalty: 5143.326172
	Iteration 4Q: 3 clusters Score -6168898 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -6169267.000000 Penalty: 5143.326172
	Iteration 5Q: 3 clusters Score -6169267 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -6169716.000000 Penalty: 5143.326172
	Iteration 6Q: 3 clusters Score -6169716 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -6170289.000000 Penalty: 5143.326172
	Iteration 7Q: 3 clusters Score -6170289 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -6171037.000000 Penalty: 5143.326172
	Iteration 8Q: 3 clusters Score -6171037 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -6172031.000000 Penalty: 5143.326172
	Iteration 9Q: 3 clusters Score -6172031 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -6173028.000000 Penalty: 5143.326172
	Iteration 10F: 3 clusters Score -6173028 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -6173620.000000 Penalty: 5143.326172
	Iteration 11Q: 3 clusters Score -6173620 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -6173850.000000 Penalty: 5143.326172
	Iteration 12Q: 3 clusters Score -6173850 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -6173941.000000 Penalty: 5143.326172
	Iteration 13Q: 3 clusters Score -6173941 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -6173985.500000 Penalty: 5143.326172
	Iteration 14Q: 3 clusters Score -6173986 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -6174003.500000 Penalty: 5143.326172
	Iteration 15Q: 3 clusters Score -6174004 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -6173988.000000 Penalty: 5143.326172
	Iteration 16Q: 3 clusters Score -6173988 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -6173978.500000 Penalty: 5143.326172
	Iteration 17Q: 3 clusters Score -6173978 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -6174000.500000 Penalty: 5143.326172
	Iteration 18Q: 3 clusters Score -6174000 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6174045.000000 Penalty: 5143.326172
	Iteration 19Q: 3 clusters Score -6174045 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -6174026.000000 Penalty: 5143.326172
	Iteration 20F: 3 clusters Score -6174026 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -6174018.000000 Penalty: 5143.326172
	Iteration 21Q: 3 clusters Score -6174018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -6174028.000000 Penalty: 5143.326172
	Iteration 22Q: 3 clusters Score -6174028 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -6174038.000000 Penalty: 5143.326172
	Iteration 23Q: 3 clusters Score -6174038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -6174019.500000 Penalty: 5143.326172
	Iteration 24Q: 3 clusters Score -6174020 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -6174015.500000 Penalty: 5143.326172
	Iteration 25Q: 3 clusters Score -6174016 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -6174033.000000 Penalty: 5143.326172
	Iteration 26Q: 3 clusters Score -6174033 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6174026.500000 Penalty: 5143.326172
	Iteration 27Q: 3 clusters Score -6174026 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -6174026.500000 Penalty: 5143.326172
	Iteration 28Q: 3 clusters Score -6174026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6174055.500000 Penalty: 5143.326172
	Iteration 29Q: 3 clusters Score -6174056 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -6174080.000000 Penalty: 5143.326172
	Iteration 30Q: 3 clusters Score -6174080 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6174105.000000 Penalty: 5143.326172
	Iteration 31Q: 3 clusters Score -6174105 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6174154.000000 Penalty: 5143.326172
	Iteration 32Q: 3 clusters Score -6174154 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -6174211.000000 Penalty: 5143.326172
	Iteration 33Q: 3 clusters Score -6174211 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6174286.500000 Penalty: 5143.326172
	Iteration 34Q: 3 clusters Score -6174286 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6174369.500000 Penalty: 5143.326172
	Iteration 35Q: 3 clusters Score -6174370 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -6174461.500000 Penalty: 5143.326172
	Iteration 36Q: 3 clusters Score -6174462 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6174564.500000 Penalty: 5143.326172
	Iteration 37Q: 3 clusters Score -6174564 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6174689.500000 Penalty: 5143.326172
	Iteration 38Q: 3 clusters Score -6174690 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6174780.500000 Penalty: 5143.326172
	Iteration 39Q: 3 clusters Score -6174780 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -6174889.500000 Penalty: 5143.326172
	Iteration 40F: 3 clusters Score -6174890 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6175101.000000 Penalty: 5143.326172
	Iteration 41Q: 3 clusters Score -6175101 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -6175240.000000 Penalty: 5143.326172
	Iteration 42Q: 3 clusters Score -6175240 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -6175364.500000 Penalty: 5143.326172
	Iteration 43Q: 3 clusters Score -6175364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6175493.000000 Penalty: 5143.326172
	Iteration 44Q: 3 clusters Score -6175493 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6175631.000000 Penalty: 5143.326172
	Iteration 45Q: 3 clusters Score -6175631 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -6175702.000000 Penalty: 5143.326172
	Iteration 46Q: 3 clusters Score -6175702 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6175789.000000 Penalty: 5143.326172
	Iteration 47Q: 3 clusters Score -6175789 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6175849.500000 Penalty: 5143.326172
	Iteration 48Q: 3 clusters Score -6175850 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -6175909.000000 Penalty: 5143.326172
	Iteration 49Q: 3 clusters Score -6175909 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6175978.500000 Penalty: 5143.326172
	Iteration 50Q: 3 clusters Score -6175978 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6176034.500000 Penalty: 5143.326172
	Iteration 51Q: 3 clusters Score -6176034 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6176100.000000 Penalty: 5143.326172
	Iteration 52Q: 3 clusters Score -6176100 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -6176139.000000 Penalty: 5143.326172
	Iteration 53Q: 3 clusters Score -6176139 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -6176177.000000 Penalty: 5143.326172
	Iteration 54Q: 3 clusters Score -6176177 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6176248.000000 Penalty: 5143.326172
	Iteration 55Q: 3 clusters Score -6176248 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -6176261.500000 Penalty: 5143.326172
	Iteration 56Q: 3 clusters Score -6176262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -6176296.500000 Penalty: 5143.326172
	Iteration 57Q: 3 clusters Score -6176296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -6176338.500000 Penalty: 5143.326172
	Iteration 58Q: 3 clusters Score -6176338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6176394.000000 Penalty: 5143.326172
	Iteration 59Q: 3 clusters Score -6176394 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -6176411.000000 Penalty: 5143.326172
	Iteration 60F: 3 clusters Score -6176411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6176423.500000 Penalty: 5143.326172
	Iteration 61Q: 3 clusters Score -6176424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6176453.000000 Penalty: 5143.326172
	Iteration 62Q: 3 clusters Score -6176453 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6176466.000000 Penalty: 5143.326172
	Iteration 63Q: 3 clusters Score -6176466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -6176476.000000 Penalty: 5143.326172
	Iteration 64Q: 3 clusters Score -6176476 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6176497.500000 Penalty: 5143.326172
	Iteration 65Q: 3 clusters Score -6176498 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6176516.000000 Penalty: 5143.326172
	Iteration 66Q: 3 clusters Score -6176516 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -6176542.000000 Penalty: 5143.326172
	Iteration 67Q: 3 clusters Score -6176542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -6176561.000000 Penalty: 5143.326172
	Iteration 68Q: 3 clusters Score -6176561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6176570.500000 Penalty: 5143.326172
	Iteration 69Q: 3 clusters Score -6176570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6176581.000000 Penalty: 5143.326172
	Iteration 70Q: 3 clusters Score -6176581 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -6176607.000000 Penalty: 5143.326172
	Iteration 71Q: 3 clusters Score -6176607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -6176637.000000 Penalty: 5143.326172
	Iteration 72Q: 3 clusters Score -6176637 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6176645.500000 Penalty: 5143.326172
	Iteration 73Q: 3 clusters Score -6176646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -6176685.000000 Penalty: 5143.326172
	Iteration 74Q: 3 clusters Score -6176685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6176684.500000 Penalty: 5143.326172
	Iteration 75Q: 3 clusters Score -6176684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6176694.000000 Penalty: 5143.326172
	Iteration 76Q: 3 clusters Score -6176694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -6176715.500000 Penalty: 5143.326172
	Iteration 77Q: 3 clusters Score -6176716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -6176756.000000 Penalty: 5143.326172
	Iteration 78Q: 3 clusters Score -6176756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -6176756.500000 Penalty: 5143.326172
	Iteration 79Q: 3 clusters Score -6176756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -6176772.000000 Penalty: 5143.326172
	Iteration 80F: 3 clusters Score -6176772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -6176763.500000 Penalty: 5143.326172
	Iteration 81Q: 3 clusters Score -6176764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6176778.000000 Penalty: 5143.326172
	Iteration 82Q: 3 clusters Score -6176778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6176774.500000 Penalty: 5143.326172
	Iteration 83Q: 3 clusters Score -6176774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -6176800.000000 Penalty: 5143.326172
	Iteration 84Q: 3 clusters Score -6176800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -6176789.000000 Penalty: 5143.326172
	Iteration 85Q: 3 clusters Score -6176789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6176793.500000 Penalty: 5143.326172
	Iteration 86Q: 3 clusters Score -6176794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -6176793.500000 Penalty: 5143.326172
	Iteration 87Q: 3 clusters Score -6176794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -6176814.000000 Penalty: 5143.326172
	Iteration 88Q: 3 clusters Score -6176814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -6176814.500000 Penalty: 5143.326172
	Iteration 89Q: 3 clusters Score -6176814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -6176834.500000 Penalty: 5143.326172
	Iteration 90Q: 3 clusters Score -6176834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -6176859.000000 Penalty: 5143.326172
	Iteration 91Q: 3 clusters Score -6176859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -6176878.000000 Penalty: 5143.326172
	Iteration 92Q: 3 clusters Score -6176878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6176888.500000 Penalty: 5143.326172
	Iteration 93Q: 3 clusters Score -6176888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6176897.500000 Penalty: 5143.326172
	Iteration 94Q: 3 clusters Score -6176898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -6176912.000000 Penalty: 5143.326172
	Iteration 95Q: 3 clusters Score -6176912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -6176916.500000 Penalty: 5143.326172
	Iteration 96Q: 3 clusters Score -6176916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -6176921.500000 Penalty: 5143.326172
	Iteration 97Q: 3 clusters Score -6176922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -6176927.000000 Penalty: 5143.326172
	Iteration 98Q: 3 clusters Score -6176927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6176925.000000 Penalty: 5143.326172
	Iteration 99Q: 3 clusters Score -6176925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6176930.000000 Penalty: 5143.326172
	Iteration 100F: 3 clusters Score -6176930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6176932.500000 Penalty: 5143.326172
	Iteration 101Q: 3 clusters Score -6176932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -6176936.000000 Penalty: 5143.326172
	Iteration 102Q: 3 clusters Score -6176936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -6176936.000000 Penalty: 5143.326172
	Iteration 103Q: 3 clusters Score -6176936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -6176937.500000 Penalty: 5143.326172
	Iteration 104Q: 3 clusters Score -6176938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -6176934.500000 Penalty: 5143.326172
	Iteration 105Q: 3 clusters Score -6176934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -6176945.000000 Penalty: 5143.326172
	Iteration 106Q: 3 clusters Score -6176945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -6176948.500000 Penalty: 5143.326172
	Iteration 107Q: 3 clusters Score -6176948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -6176949.500000 Penalty: 5143.326172
	Iteration 108Q: 3 clusters Score -6176950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -6176946.000000 Penalty: 5143.326172
	Iteration 109Q: 3 clusters Score -6176946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -6176949.500000 Penalty: 5143.326172
	Iteration 110Q: 3 clusters Score -6176950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6176950.500000 Penalty: 5143.326172
	Iteration 111Q: 3 clusters Score -6176950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6176946.500000 Penalty: 5143.326172
	Iteration 112Q: 3 clusters Score -6176946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -6176944.500000 Penalty: 5143.326172
	Iteration 113Q: 3 clusters Score -6176944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6176947.000000 Penalty: 5143.326172
	Iteration 114Q: 3 clusters Score -6176947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -6176947.000000 Penalty: 5143.326172
	Iteration 115F: 3 clusters Score -6176947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Entering Unmasked Estep 
Score: -4599420.500000 Penalty: 2482.481934
	Iteration 0F: 2 clusters Score -4599420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -4586506.500000 Penalty: 4964.963867
	Iteration 0F: 3 clusters Score -4586506 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -4591698.500000 Penalty: 4964.963867
	Iteration 1F: 3 clusters Score -4591698 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -4592071.500000 Penalty: 4964.963867
	Iteration 2F: 3 clusters Score -4592072 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4592362.500000 Penalty: 4964.963867
	Iteration 3Q: 3 clusters Score -4592362 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4592612.000000 Penalty: 4964.963867
	Iteration 4Q: 3 clusters Score -4592612 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4592817.500000 Penalty: 4964.963867
	Iteration 5Q: 3 clusters Score -4592818 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4592969.000000 Penalty: 4964.963867
	Iteration 6Q: 3 clusters Score -4592969 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4593098.500000 Penalty: 4964.963867
	Iteration 7Q: 3 clusters Score -4593098 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4593208.000000 Penalty: 4964.963867
	Iteration 8Q: 3 clusters Score -4593208 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4593274.000000 Penalty: 4964.963867
	Iteration 9Q: 3 clusters Score -4593274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -4593397.000000 Penalty: 4964.963867
	Iteration 10Q: 3 clusters Score -4593397 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4593534.000000 Penalty: 4964.963867
	Iteration 11Q: 3 clusters Score -4593534 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4593681.000000 Penalty: 4964.963867
	Iteration 12Q: 3 clusters Score -4593681 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4593806.000000 Penalty: 4964.963867
	Iteration 13Q: 3 clusters Score -4593806 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4593925.000000 Penalty: 4964.963867
	Iteration 14Q: 3 clusters Score -4593925 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4593976.000000 Penalty: 4964.963867
	Iteration 15Q: 3 clusters Score -4593976 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4594049.000000 Penalty: 4964.963867
	Iteration 16Q: 3 clusters Score -4594049 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4594118.500000 Penalty: 4964.963867
	Iteration 17Q: 3 clusters Score -4594118 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4594154.000000 Penalty: 4964.963867
	Iteration 18Q: 3 clusters Score -4594154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4594242.500000 Penalty: 4964.963867
	Iteration 19Q: 3 clusters Score -4594242 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4594432.000000 Penalty: 4964.963867
	Iteration 20F: 3 clusters Score -4594432 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4594574.500000 Penalty: 4964.963867
	Iteration 21Q: 3 clusters Score -4594574 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4594695.500000 Penalty: 4964.963867
	Iteration 22Q: 3 clusters Score -4594696 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4594929.000000 Penalty: 4964.963867
	Iteration 23Q: 3 clusters Score -4594929 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4595148.500000 Penalty: 4964.963867
	Iteration 24Q: 3 clusters Score -4595148 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4595338.500000 Penalty: 4964.963867
	Iteration 25Q: 3 clusters Score -4595338 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4595541.500000 Penalty: 4964.963867
	Iteration 26Q: 3 clusters Score -4595542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4595751.500000 Penalty: 4964.963867
	Iteration 27Q: 3 clusters Score -4595752 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4595996.500000 Penalty: 4964.963867
	Iteration 28Q: 3 clusters Score -4595996 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4596149.000000 Penalty: 4964.963867
	Iteration 29Q: 3 clusters Score -4596149 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4596343.500000 Penalty: 4964.963867
	Iteration 30Q: 3 clusters Score -4596344 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4596491.000000 Penalty: 4964.963867
	Iteration 31Q: 3 clusters Score -4596491 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4596666.500000 Penalty: 4964.963867
	Iteration 32Q: 3 clusters Score -4596666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4596725.000000 Penalty: 4964.963867
	Iteration 33Q: 3 clusters Score -4596725 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4596797.000000 Penalty: 4964.963867
	Iteration 34Q: 3 clusters Score -4596797 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4596858.000000 Penalty: 4964.963867
	Iteration 35Q: 3 clusters Score -4596858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4596903.500000 Penalty: 4964.963867
	Iteration 36Q: 3 clusters Score -4596904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -4596943.000000 Penalty: 4964.963867
	Iteration 37Q: 3 clusters Score -4596943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4596988.500000 Penalty: 4964.963867
	Iteration 38Q: 3 clusters Score -4596988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4597010.000000 Penalty: 4964.963867
	Iteration 39Q: 3 clusters Score -4597010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4597041.000000 Penalty: 4964.963867
	Iteration 40F: 3 clusters Score -4597041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4597057.000000 Penalty: 4964.963867
	Iteration 41Q: 3 clusters Score -4597057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4597086.000000 Penalty: 4964.963867
	Iteration 42Q: 3 clusters Score -4597086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4597119.000000 Penalty: 4964.963867
	Iteration 43Q: 3 clusters Score -4597119 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4597146.000000 Penalty: 4964.963867
	Iteration 44Q: 3 clusters Score -4597146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4597162.500000 Penalty: 4964.963867
	Iteration 45Q: 3 clusters Score -4597162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4597190.000000 Penalty: 4964.963867
	Iteration 46Q: 3 clusters Score -4597190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4597204.000000 Penalty: 4964.963867
	Iteration 47Q: 3 clusters Score -4597204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4597227.500000 Penalty: 4964.963867
	Iteration 48Q: 3 clusters Score -4597228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -4597238.000000 Penalty: 4964.963867
	Iteration 49Q: 3 clusters Score -4597238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4597244.000000 Penalty: 4964.963867
	Iteration 50Q: 3 clusters Score -4597244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4597260.000000 Penalty: 4964.963867
	Iteration 51Q: 3 clusters Score -4597260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4597272.500000 Penalty: 4964.963867
	Iteration 52Q: 3 clusters Score -4597272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4597282.500000 Penalty: 4964.963867
	Iteration 53Q: 3 clusters Score -4597282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4597285.000000 Penalty: 4964.963867
	Iteration 54Q: 3 clusters Score -4597285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -4597296.500000 Penalty: 4964.963867
	Iteration 55Q: 3 clusters Score -4597296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -4597297.000000 Penalty: 4964.963867
	Iteration 56Q: 3 clusters Score -4597297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4597302.500000 Penalty: 4964.963867
	Iteration 57Q: 3 clusters Score -4597302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4597308.500000 Penalty: 4964.963867
	Iteration 58Q: 3 clusters Score -4597308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4597322.500000 Penalty: 4964.963867
	Iteration 59Q: 3 clusters Score -4597322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4597325.000000 Penalty: 4964.963867
	Iteration 60F: 3 clusters Score -4597325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4597333.500000 Penalty: 4964.963867
	Iteration 61Q: 3 clusters Score -4597334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -4597331.500000 Penalty: 4964.963867
	Iteration 62Q: 3 clusters Score -4597332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4597337.500000 Penalty: 4964.963867
	Iteration 63Q: 3 clusters Score -4597338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4597337.500000 Penalty: 4964.963867
	Iteration 64F: 3 clusters Score -4597338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Entering Unmasked Estep 
Score: -5464739.500000 Penalty: 2546.384521
	Iteration 0F: 2 clusters Score -5464740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5445862.500000 Penalty: 5092.769043
	Iteration 0F: 3 clusters Score -5445862 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5452738.000000 Penalty: 5092.769043
	Iteration 1F: 3 clusters Score -5452738 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5453338.000000 Penalty: 5092.769043
	Iteration 2F: 3 clusters Score -5453338 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5453973.000000 Penalty: 5092.769043
	Iteration 3Q: 3 clusters Score -5453973 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5454661.500000 Penalty: 5092.769043
	Iteration 4Q: 3 clusters Score -5454662 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5455396.000000 Penalty: 5092.769043
	Iteration 5F: 3 clusters Score -5455396 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -5456270.500000 Penalty: 5092.769043
	Iteration 6F: 3 clusters Score -5456270 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5457297.500000 Penalty: 5092.769043
	Iteration 7F: 3 clusters Score -5457298 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5458435.500000 Penalty: 5092.769043
	Iteration 8F: 3 clusters Score -5458436 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5459371.500000 Penalty: 5092.769043
	Iteration 9F: 3 clusters Score -5459372 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5459872.500000 Penalty: 5092.769043
	Iteration 10Q: 3 clusters Score -5459872 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5460044.000000 Penalty: 5092.769043
	Iteration 11Q: 3 clusters Score -5460044 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5460133.500000 Penalty: 5092.769043
	Iteration 12Q: 3 clusters Score -5460134 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5460210.000000 Penalty: 5092.769043
	Iteration 13Q: 3 clusters Score -5460210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5460267.500000 Penalty: 5092.769043
	Iteration 14Q: 3 clusters Score -5460268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5460299.500000 Penalty: 5092.769043
	Iteration 15Q: 3 clusters Score -5460300 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5460365.000000 Penalty: 5092.769043
	Iteration 16Q: 3 clusters Score -5460365 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5460385.000000 Penalty: 5092.769043
	Iteration 17Q: 3 clusters Score -5460385 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5460418.000000 Penalty: 5092.769043
	Iteration 18Q: 3 clusters Score -5460418 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5460465.500000 Penalty: 5092.769043
	Iteration 19Q: 3 clusters Score -5460466 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5460510.000000 Penalty: 5092.769043
	Iteration 20F: 3 clusters Score -5460510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -5460525.000000 Penalty: 5092.769043
	Iteration 21Q: 3 clusters Score -5460525 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5460524.000000 Penalty: 5092.769043
	Iteration 22Q: 3 clusters Score -5460524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5460537.500000 Penalty: 5092.769043
	Iteration 23Q: 3 clusters Score -5460538 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5460535 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5460564 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5460536 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5460566 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5460558 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5460555 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5460546 nChanged 105
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Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5460542 nChanged 118
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Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5460535 nChanged 96
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Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5460542 nChanged 101
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Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5460556 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5460547 nChanged 90
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Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5460554 nChanged 97
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Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5460545 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5460540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5460526 nChanged 99
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Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5460526 nChanged 91
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Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5460547 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5460556 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5460544 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5460550 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5460542 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5460536 nChanged 66
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Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5460522 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5460528 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5460530 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5460522 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5460519 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5460525 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5460518 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5460528 nChanged 64
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Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5460520 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5460504 nChanged 60
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Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5460511 nChanged 66
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Mstep: Class 1 contains 15770 members 
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	Iteration 58Q: 3 clusters Score -5460504 nChanged 62
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Mstep: Class 1 contains 15814 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5460500 nChanged 55
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Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5460516 nChanged 43
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Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5460516 nChanged 55
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Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5460500 nChanged 63
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5460513 nChanged 57
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Mstep: Class 1 contains 16001 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5460514 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5460514 nChanged 59
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Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5460517 nChanged 54
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Mstep: Class 1 contains 16110 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5460509 nChanged 43
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Mstep: Class 1 contains 16133 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5460518 nChanged 50
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Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5460528 nChanged 50
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Mstep: Class 1 contains 16213 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5460510 nChanged 39
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Mstep: Class 1 contains 16234 members 
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	Iteration 71Q: 3 clusters Score -5460511 nChanged 44
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	Iteration 72Q: 3 clusters Score -5460511 nChanged 44
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Mstep: Class 1 contains 16272 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5460528 nChanged 49
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Mstep: Class 1 contains 16297 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5460544 nChanged 57
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Mstep: Class 1 contains 16334 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5460552 nChanged 70
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Mstep: Class 1 contains 16380 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5460542 nChanged 66
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Mstep: Class 1 contains 16422 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5460545 nChanged 67
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Mstep: Class 1 contains 16463 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5460554 nChanged 75
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Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5460550 nChanged 82
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Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5460537 nChanged 78
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Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5460548 nChanged 70
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Mstep: Class 1 contains 16622 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5460541 nChanged 82
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Mstep: Class 1 contains 16654 members 
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	Iteration 83Q: 3 clusters Score -5460545 nChanged 80
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Mstep: Class 1 contains 16704 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5460534 nChanged 89
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Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5460539.500000 Penalty: 5092.769043
	Iteration 85Q: 3 clusters Score -5460540 nChanged 99
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Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11949 members 
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	Iteration 86Q: 3 clusters Score -5460553 nChanged 89
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Mstep: Class 1 contains 16893 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5460554 nChanged 92
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Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 11834 members 
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	Iteration 88Q: 3 clusters Score -5460550 nChanged 101
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Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5460536 nChanged 107
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Mstep: Class 1 contains 17071 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5460554 nChanged 110
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Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5460552 nChanged 102
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Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5460551 nChanged 87
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Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5460550 nChanged 96
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Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5460562 nChanged 90
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Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5460551 nChanged 93
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Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5460568 nChanged 95
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Mstep: Class 1 contains 17544 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5460574 nChanged 92
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Mstep: Class 1 contains 17612 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5460581 nChanged 94
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Mstep: Class 1 contains 17682 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5460575 nChanged 119
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Mstep: Class 1 contains 17767 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5460584 nChanged 106
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Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5460583 nChanged 103
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Mstep: Class 1 contains 17940 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5460575 nChanged 102
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Mstep: Class 1 contains 18022 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5460570 nChanged 122
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Mstep: Class 1 contains 18130 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5460562 nChanged 126
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Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 10541 members 
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	Iteration 105Q: 3 clusters Score -5460559 nChanged 135
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Mstep: Class 2 contains 10430 members 
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	Iteration 106Q: 3 clusters Score -5460573 nChanged 154
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5460592 nChanged 195
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Mstep: Class 1 contains 18656 members 
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	Iteration 108Q: 3 clusters Score -5460614 nChanged 210
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5460650 nChanged 204
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5460672 nChanged 217
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5460692 nChanged 224
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	Iteration 112Q: 3 clusters Score -5460708 nChanged 218
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5460744 nChanged 217
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Mstep: Class 1 contains 19812 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5460752 nChanged 228
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Mstep: Class 1 contains 20018 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5460794 nChanged 239
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5460820 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -5460853.000000 Penalty: 5092.769043
	Iteration 117Q: 3 clusters Score -5460853 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5460901 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5460945.500000 Penalty: 5092.769043
	Iteration 119Q: 3 clusters Score -5460946 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5460975.500000 Penalty: 5092.769043
	Iteration 120F: 3 clusters Score -5460976 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -5461024.500000 Penalty: 5092.769043
	Iteration 121Q: 3 clusters Score -5461024 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -5461063.500000 Penalty: 5092.769043
	Iteration 122Q: 3 clusters Score -5461064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5461103.500000 Penalty: 5092.769043
	Iteration 123Q: 3 clusters Score -5461104 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -5461138.500000 Penalty: 5092.769043
	Iteration 124Q: 3 clusters Score -5461138 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5461218.000000 Penalty: 5092.769043
	Iteration 125Q: 3 clusters Score -5461218 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -5461290.500000 Penalty: 5092.769043
	Iteration 126Q: 3 clusters Score -5461290 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5461371.500000 Penalty: 5092.769043
	Iteration 127Q: 3 clusters Score -5461372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5461432.000000 Penalty: 5092.769043
	Iteration 128Q: 3 clusters Score -5461432 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -5461476.000000 Penalty: 5092.769043
	Iteration 129Q: 3 clusters Score -5461476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -5461519.000000 Penalty: 5092.769043
	Iteration 130Q: 3 clusters Score -5461519 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5461598.000000 Penalty: 5092.769043
	Iteration 131Q: 3 clusters Score -5461598 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5461663.500000 Penalty: 5092.769043
	Iteration 132Q: 3 clusters Score -5461664 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5461713.500000 Penalty: 5092.769043
	Iteration 133Q: 3 clusters Score -5461714 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5461770.500000 Penalty: 5092.769043
	Iteration 134Q: 3 clusters Score -5461770 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5461807.500000 Penalty: 5092.769043
	Iteration 135Q: 3 clusters Score -5461808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5461854.000000 Penalty: 5092.769043
	Iteration 136Q: 3 clusters Score -5461854 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5461908.000000 Penalty: 5092.769043
	Iteration 137Q: 3 clusters Score -5461908 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5461943.000000 Penalty: 5092.769043
	Iteration 138Q: 3 clusters Score -5461943 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -5461970.000000 Penalty: 5092.769043
	Iteration 139Q: 3 clusters Score -5461970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5461993.500000 Penalty: 5092.769043
	Iteration 140F: 3 clusters Score -5461994 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5462049.000000 Penalty: 5092.769043
	Iteration 141Q: 3 clusters Score -5462049 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5462077.000000 Penalty: 5092.769043
	Iteration 142Q: 3 clusters Score -5462077 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5462102.500000 Penalty: 5092.769043
	Iteration 143Q: 3 clusters Score -5462102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5462149.000000 Penalty: 5092.769043
	Iteration 144Q: 3 clusters Score -5462149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5462187.000000 Penalty: 5092.769043
	Iteration 145Q: 3 clusters Score -5462187 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5462226.500000 Penalty: 5092.769043
	Iteration 146Q: 3 clusters Score -5462226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5462258.000000 Penalty: 5092.769043
	Iteration 147Q: 3 clusters Score -5462258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5462286.500000 Penalty: 5092.769043
	Iteration 148Q: 3 clusters Score -5462286 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5462293.000000 Penalty: 5092.769043
	Iteration 149Q: 3 clusters Score -5462293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5462329.000000 Penalty: 5092.769043
	Iteration 150Q: 3 clusters Score -5462329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5462342.000000 Penalty: 5092.769043
	Iteration 151Q: 3 clusters Score -5462342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5462356.500000 Penalty: 5092.769043
	Iteration 152Q: 3 clusters Score -5462356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -5462380.500000 Penalty: 5092.769043
	Iteration 153Q: 3 clusters Score -5462380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5462389.000000 Penalty: 5092.769043
	Iteration 154Q: 3 clusters Score -5462389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5462403.000000 Penalty: 5092.769043
	Iteration 155Q: 3 clusters Score -5462403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5462413.000000 Penalty: 5092.769043
	Iteration 156Q: 3 clusters Score -5462413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5462411.500000 Penalty: 5092.769043
	Iteration 157Q: 3 clusters Score -5462412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5462407.000000 Penalty: 5092.769043
	Iteration 158Q: 3 clusters Score -5462407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5462428.000000 Penalty: 5092.769043
	Iteration 159Q: 3 clusters Score -5462428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5462442.500000 Penalty: 5092.769043
	Iteration 160F: 3 clusters Score -5462442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5462459.000000 Penalty: 5092.769043
	Iteration 161Q: 3 clusters Score -5462459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5462449.500000 Penalty: 5092.769043
	Iteration 162Q: 3 clusters Score -5462450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5462463.500000 Penalty: 5092.769043
	Iteration 163Q: 3 clusters Score -5462464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5462471.000000 Penalty: 5092.769043
	Iteration 164Q: 3 clusters Score -5462471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5462481.500000 Penalty: 5092.769043
	Iteration 165Q: 3 clusters Score -5462482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5462487.000000 Penalty: 5092.769043
	Iteration 166Q: 3 clusters Score -5462487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5462492.000000 Penalty: 5092.769043
	Iteration 167Q: 3 clusters Score -5462492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5462492.000000 Penalty: 5092.769043
	Iteration 168Q: 3 clusters Score -5462492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5462494.000000 Penalty: 5092.769043
	Iteration 169Q: 3 clusters Score -5462494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5462492.500000 Penalty: 5092.769043
	Iteration 170Q: 3 clusters Score -5462492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5462505.500000 Penalty: 5092.769043
	Iteration 171Q: 3 clusters Score -5462506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -5462503.500000 Penalty: 5092.769043
	Iteration 172Q: 3 clusters Score -5462504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5462499.500000 Penalty: 5092.769043
	Iteration 173Q: 3 clusters Score -5462500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5462514.500000 Penalty: 5092.769043
	Iteration 174Q: 3 clusters Score -5462514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5462511.500000 Penalty: 5092.769043
	Iteration 175Q: 3 clusters Score -5462512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5462515.000000 Penalty: 5092.769043
	Iteration 176Q: 3 clusters Score -5462515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5462515.500000 Penalty: 5092.769043
	Iteration 177Q: 3 clusters Score -5462516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5462518.500000 Penalty: 5092.769043
	Iteration 178Q: 3 clusters Score -5462518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5462530.500000 Penalty: 5092.769043
	Iteration 179Q: 3 clusters Score -5462530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5462538.000000 Penalty: 5092.769043
	Iteration 180F: 3 clusters Score -5462538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -5462538.500000 Penalty: 5092.769043
	Iteration 181Q: 3 clusters Score -5462538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5462547.000000 Penalty: 5092.769043
	Iteration 182Q: 3 clusters Score -5462547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5462538.500000 Penalty: 5092.769043
	Iteration 183Q: 3 clusters Score -5462538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5462542.500000 Penalty: 5092.769043
	Iteration 184Q: 3 clusters Score -5462542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5462561.000000 Penalty: 5092.769043
	Iteration 185Q: 3 clusters Score -5462561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5462553.500000 Penalty: 5092.769043
	Iteration 186Q: 3 clusters Score -5462554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5462560.000000 Penalty: 5092.769043
	Iteration 187Q: 3 clusters Score -5462560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5462561.000000 Penalty: 5092.769043
	Iteration 188Q: 3 clusters Score -5462561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5462554.000000 Penalty: 5092.769043
	Iteration 189Q: 3 clusters Score -5462554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5462556.500000 Penalty: 5092.769043
	Iteration 190Q: 3 clusters Score -5462556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5462560.500000 Penalty: 5092.769043
	Iteration 191Q: 3 clusters Score -5462560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5462563.500000 Penalty: 5092.769043
	Iteration 192Q: 3 clusters Score -5462564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5462563.500000 Penalty: 5092.769043
	Iteration 193F: 3 clusters Score -5462564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -36842.312500 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -36842.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35679.464844 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -35679.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35728.042969 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -35728.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35749.703125 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -35749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35758.328125 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -35758.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35764.917969 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -35764.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35764.917969 Penalty: 2692.955322
	Iteration 5F: 3 clusters Score -35764.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -387602.406250 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -387602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -384936.312500 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -384936.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -385658.187500 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -385658.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -385990.468750 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -385990.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -386240.906250 Penalty: 3800.817139
	Iteration 3F: 3 clusters Score -386240.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -386378.906250 Penalty: 3800.817139
	Iteration 4F: 3 clusters Score -386378.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -386484.625000 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -386484.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -386633.218750 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -386633.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -386820.687500 Penalty: 3800.817139
	Iteration 7F: 3 clusters Score -386820.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -386985.812500 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -386985.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -387123.250000 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -387123.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -387216.593750 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -387216.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -387280.875000 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -387280.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -387321.250000 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -387321.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387350.593750 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -387350.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -387368.406250 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -387368.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -387375.937500 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -387375.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -387379.843750 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -387379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -387383.500000 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -387383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -387389.687500 Penalty: 3800.817139
	Iteration 18F: 3 clusters Score -387389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -387398.843750 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -387398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387406.718750 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -387406.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -387409.156250 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -387409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -387410.406250 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -387410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -387411.000000 Penalty: 3800.817139
	Iteration 23Q: 3 clusters Score -387411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -387412.500000 Penalty: 3800.817139
	Iteration 24Q: 3 clusters Score -387412.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387415.000000 Penalty: 3800.817139
	Iteration 25Q: 3 clusters Score -387415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -387417.875000 Penalty: 3800.817139
	Iteration 26Q: 3 clusters Score -387417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -387419.656250 Penalty: 3800.817139
	Iteration 27Q: 3 clusters Score -387419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -387419.656250 Penalty: 3800.817139
	Iteration 28F: 3 clusters Score -387419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (43775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Entering Unmasked Estep 
Score: -8177692.500000 Penalty: 2650.330811
	Iteration 0F: 2 clusters Score -8177692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8149506.500000 Penalty: 5300.661621
	Iteration 0F: 3 clusters Score -8149506 nChanged 20236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -8160720.500000 Penalty: 5300.661621
	Iteration 1F: 3 clusters Score -8160720 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8161263.000000 Penalty: 5300.661621
	Iteration 2Q: 3 clusters Score -8161263 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8161742.000000 Penalty: 5300.661621
	Iteration 3Q: 3 clusters Score -8161742 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8162237.000000 Penalty: 5300.661621
	Iteration 4Q: 3 clusters Score -8162237 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8162787.000000 Penalty: 5300.661621
	Iteration 5Q: 3 clusters Score -8162787 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -8163547.000000 Penalty: 5300.661621
	Iteration 6Q: 3 clusters Score -8163547 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -8164541.500000 Penalty: 5300.661621
	Iteration 7Q: 3 clusters Score -8164542 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -8166047.500000 Penalty: 5300.661621
	Iteration 8F: 3 clusters Score -8166048 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -8167820.000000 Penalty: 5300.661621
	Iteration 9F: 3 clusters Score -8167820 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -8169554.500000 Penalty: 5300.661621
	Iteration 10F: 3 clusters Score -8169554 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8171018.000000 Penalty: 5300.661621
	Iteration 11Q: 3 clusters Score -8171018 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -8171998.500000 Penalty: 5300.661621
	Iteration 12Q: 3 clusters Score -8171998 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8172550.000000 Penalty: 5300.661621
	Iteration 13Q: 3 clusters Score -8172550 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -8172960.500000 Penalty: 5300.661621
	Iteration 14Q: 3 clusters Score -8172960 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8173349.000000 Penalty: 5300.661621
	Iteration 15Q: 3 clusters Score -8173349 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -8173736.000000 Penalty: 5300.661621
	Iteration 16Q: 3 clusters Score -8173736 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8174060.500000 Penalty: 5300.661621
	Iteration 17Q: 3 clusters Score -8174060 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8174358.000000 Penalty: 5300.661621
	Iteration 18Q: 3 clusters Score -8174358 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -8174693.000000 Penalty: 5300.661621
	Iteration 19Q: 3 clusters Score -8174693 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -8174973.000000 Penalty: 5300.661621
	Iteration 20F: 3 clusters Score -8174973 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8175147.500000 Penalty: 5300.661621
	Iteration 21Q: 3 clusters Score -8175148 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8175291.000000 Penalty: 5300.661621
	Iteration 22Q: 3 clusters Score -8175291 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8175397.000000 Penalty: 5300.661621
	Iteration 23Q: 3 clusters Score -8175397 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8175475.000000 Penalty: 5300.661621
	Iteration 24Q: 3 clusters Score -8175475 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8175547.000000 Penalty: 5300.661621
	Iteration 25Q: 3 clusters Score -8175547 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8175601.500000 Penalty: 5300.661621
	Iteration 26Q: 3 clusters Score -8175602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8175635.500000 Penalty: 5300.661621
	Iteration 27Q: 3 clusters Score -8175636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8175659.000000 Penalty: 5300.661621
	Iteration 28Q: 3 clusters Score -8175659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8175668.000000 Penalty: 5300.661621
	Iteration 29Q: 3 clusters Score -8175668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -8175680.500000 Penalty: 5300.661621
	Iteration 30Q: 3 clusters Score -8175680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8175682.500000 Penalty: 5300.661621
	Iteration 31Q: 3 clusters Score -8175682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8175701.500000 Penalty: 5300.661621
	Iteration 32Q: 3 clusters Score -8175702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8175702.500000 Penalty: 5300.661621
	Iteration 33Q: 3 clusters Score -8175702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8175703.000000 Penalty: 5300.661621
	Iteration 34Q: 3 clusters Score -8175703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8175707.000000 Penalty: 5300.661621
	Iteration 35Q: 3 clusters Score -8175707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8175705.000000 Penalty: 5300.661621
	Iteration 36Q: 3 clusters Score -8175705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8175708.500000 Penalty: 5300.661621
	Iteration 37Q: 3 clusters Score -8175708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8175702.000000 Penalty: 5300.661621
	Iteration 38Q: 3 clusters Score -8175702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8175694.500000 Penalty: 5300.661621
	Iteration 39Q: 3 clusters Score -8175694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8175699.500000 Penalty: 5300.661621
	Iteration 40F: 3 clusters Score -8175700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -8175706.000000 Penalty: 5300.661621
	Iteration 41Q: 3 clusters Score -8175706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8175709.000000 Penalty: 5300.661621
	Iteration 42Q: 3 clusters Score -8175709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8175710.000000 Penalty: 5300.661621
	Iteration 43Q: 3 clusters Score -8175710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8175704.500000 Penalty: 5300.661621
	Iteration 44Q: 3 clusters Score -8175704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8175704.500000 Penalty: 5300.661621
	Iteration 45F: 3 clusters Score -8175704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Entering Unmasked Estep 
Score: -5371261.000000 Penalty: 2522.671631
	Iteration 0F: 2 clusters Score -5371261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5356596.500000 Penalty: 5045.343262
	Iteration 0F: 3 clusters Score -5356596 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5362732.500000 Penalty: 5045.343262
	Iteration 1F: 3 clusters Score -5362732 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5363221.500000 Penalty: 5045.343262
	Iteration 2F: 3 clusters Score -5363222 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5363648.000000 Penalty: 5045.343262
	Iteration 3Q: 3 clusters Score -5363648 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -5364068.000000 Penalty: 5045.343262
	Iteration 4Q: 3 clusters Score -5364068 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5364479.500000 Penalty: 5045.343262
	Iteration 5Q: 3 clusters Score -5364480 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5364985.000000 Penalty: 5045.343262
	Iteration 6Q: 3 clusters Score -5364985 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -5365642.500000 Penalty: 5045.343262
	Iteration 7Q: 3 clusters Score -5365642 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5366481.500000 Penalty: 5045.343262
	Iteration 8F: 3 clusters Score -5366482 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5367576.000000 Penalty: 5045.343262
	Iteration 9F: 3 clusters Score -5367576 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5368699.000000 Penalty: 5045.343262
	Iteration 10F: 3 clusters Score -5368699 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -5369476.500000 Penalty: 5045.343262
	Iteration 11F: 3 clusters Score -5369476 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5369778.500000 Penalty: 5045.343262
	Iteration 12Q: 3 clusters Score -5369778 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5369850.500000 Penalty: 5045.343262
	Iteration 13Q: 3 clusters Score -5369850 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -5369884.000000 Penalty: 5045.343262
	Iteration 14Q: 3 clusters Score -5369884 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -5369928.000000 Penalty: 5045.343262
	Iteration 15Q: 3 clusters Score -5369928 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5369955.500000 Penalty: 5045.343262
	Iteration 16Q: 3 clusters Score -5369956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5369963.500000 Penalty: 5045.343262
	Iteration 17Q: 3 clusters Score -5369964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5369968.000000 Penalty: 5045.343262
	Iteration 18Q: 3 clusters Score -5369968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5369966.000000 Penalty: 5045.343262
	Iteration 19Q: 3 clusters Score -5369966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5369991.000000 Penalty: 5045.343262
	Iteration 20F: 3 clusters Score -5369991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5369988.000000 Penalty: 5045.343262
	Iteration 21Q: 3 clusters Score -5369988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5370008.000000 Penalty: 5045.343262
	Iteration 22Q: 3 clusters Score -5370008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -5370010.500000 Penalty: 5045.343262
	Iteration 23Q: 3 clusters Score -5370010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5370015.500000 Penalty: 5045.343262
	Iteration 24Q: 3 clusters Score -5370016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5370006.500000 Penalty: 5045.343262
	Iteration 25Q: 3 clusters Score -5370006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5370029.000000 Penalty: 5045.343262
	Iteration 26Q: 3 clusters Score -5370029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5370029.000000 Penalty: 5045.343262
	Iteration 27Q: 3 clusters Score -5370029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5370031.000000 Penalty: 5045.343262
	Iteration 28Q: 3 clusters Score -5370031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5370043.000000 Penalty: 5045.343262
	Iteration 29Q: 3 clusters Score -5370043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5370043.500000 Penalty: 5045.343262
	Iteration 30Q: 3 clusters Score -5370044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5370046.500000 Penalty: 5045.343262
	Iteration 31Q: 3 clusters Score -5370046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -5370033.500000 Penalty: 5045.343262
	Iteration 32Q: 3 clusters Score -5370034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -5370041.500000 Penalty: 5045.343262
	Iteration 33Q: 3 clusters Score -5370042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5370042.000000 Penalty: 5045.343262
	Iteration 34Q: 3 clusters Score -5370042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5370039.500000 Penalty: 5045.343262
	Iteration 35Q: 3 clusters Score -5370040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5370035.000000 Penalty: 5045.343262
	Iteration 36Q: 3 clusters Score -5370035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5370030.000000 Penalty: 5045.343262
	Iteration 37Q: 3 clusters Score -5370030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -5370032.500000 Penalty: 5045.343262
	Iteration 38Q: 3 clusters Score -5370032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5370047.000000 Penalty: 5045.343262
	Iteration 39Q: 3 clusters Score -5370047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5370033.500000 Penalty: 5045.343262
	Iteration 40F: 3 clusters Score -5370034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5370033.000000 Penalty: 5045.343262
	Iteration 41Q: 3 clusters Score -5370033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5370045.500000 Penalty: 5045.343262
	Iteration 42Q: 3 clusters Score -5370046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5370047.000000 Penalty: 5045.343262
	Iteration 43Q: 3 clusters Score -5370047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5370050.500000 Penalty: 5045.343262
	Iteration 44Q: 3 clusters Score -5370050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5370055.000000 Penalty: 5045.343262
	Iteration 45Q: 3 clusters Score -5370055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5370052.000000 Penalty: 5045.343262
	Iteration 46Q: 3 clusters Score -5370052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5370053.500000 Penalty: 5045.343262
	Iteration 47Q: 3 clusters Score -5370054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5370057.000000 Penalty: 5045.343262
	Iteration 48Q: 3 clusters Score -5370057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5370052.500000 Penalty: 5045.343262
	Iteration 49Q: 3 clusters Score -5370052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -5370053.500000 Penalty: 5045.343262
	Iteration 50Q: 3 clusters Score -5370054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -5370050.500000 Penalty: 5045.343262
	Iteration 51Q: 3 clusters Score -5370050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5370047.000000 Penalty: 5045.343262
	Iteration 52Q: 3 clusters Score -5370047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -5370044.500000 Penalty: 5045.343262
	Iteration 53Q: 3 clusters Score -5370044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5370050.500000 Penalty: 5045.343262
	Iteration 54Q: 3 clusters Score -5370050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5370048.000000 Penalty: 5045.343262
	Iteration 55Q: 3 clusters Score -5370048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5370046.000000 Penalty: 5045.343262
	Iteration 56Q: 3 clusters Score -5370046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5370036.500000 Penalty: 5045.343262
	Iteration 57Q: 3 clusters Score -5370036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5370039.000000 Penalty: 5045.343262
	Iteration 58Q: 3 clusters Score -5370039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -5370036.500000 Penalty: 5045.343262
	Iteration 59Q: 3 clusters Score -5370036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5370038.000000 Penalty: 5045.343262
	Iteration 60F: 3 clusters Score -5370038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -5370041.000000 Penalty: 5045.343262
	Iteration 61Q: 3 clusters Score -5370041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -5370047.500000 Penalty: 5045.343262
	Iteration 62Q: 3 clusters Score -5370048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5370054.000000 Penalty: 5045.343262
	Iteration 63Q: 3 clusters Score -5370054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5370053.000000 Penalty: 5045.343262
	Iteration 64Q: 3 clusters Score -5370053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5370050.000000 Penalty: 5045.343262
	Iteration 65Q: 3 clusters Score -5370050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -5370055.000000 Penalty: 5045.343262
	Iteration 66Q: 3 clusters Score -5370055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -5370056.500000 Penalty: 5045.343262
	Iteration 67Q: 3 clusters Score -5370056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -5370063.000000 Penalty: 5045.343262
	Iteration 68Q: 3 clusters Score -5370063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5370063.500000 Penalty: 5045.343262
	Iteration 69Q: 3 clusters Score -5370064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5370061.500000 Penalty: 5045.343262
	Iteration 70Q: 3 clusters Score -5370062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5370071.000000 Penalty: 5045.343262
	Iteration 71Q: 3 clusters Score -5370071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5370061.000000 Penalty: 5045.343262
	Iteration 72Q: 3 clusters Score -5370061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5370058.500000 Penalty: 5045.343262
	Iteration 73Q: 3 clusters Score -5370058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -5370060.500000 Penalty: 5045.343262
	Iteration 74Q: 3 clusters Score -5370060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -5370057.000000 Penalty: 5045.343262
	Iteration 75Q: 3 clusters Score -5370057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5370062.500000 Penalty: 5045.343262
	Iteration 76Q: 3 clusters Score -5370062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5370051.000000 Penalty: 5045.343262
	Iteration 77Q: 3 clusters Score -5370051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5370056.500000 Penalty: 5045.343262
	Iteration 78Q: 3 clusters Score -5370056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5370056.000000 Penalty: 5045.343262
	Iteration 79Q: 3 clusters Score -5370056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5370053.000000 Penalty: 5045.343262
	Iteration 80F: 3 clusters Score -5370053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5370056.500000 Penalty: 5045.343262
	Iteration 81Q: 3 clusters Score -5370056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5370059.000000 Penalty: 5045.343262
	Iteration 82Q: 3 clusters Score -5370059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5370066.500000 Penalty: 5045.343262
	Iteration 83Q: 3 clusters Score -5370066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5370069.500000 Penalty: 5045.343262
	Iteration 84Q: 3 clusters Score -5370070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5370074.000000 Penalty: 5045.343262
	Iteration 85Q: 3 clusters Score -5370074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5370078.500000 Penalty: 5045.343262
	Iteration 86Q: 3 clusters Score -5370078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5370078.000000 Penalty: 5045.343262
	Iteration 87Q: 3 clusters Score -5370078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5370079.500000 Penalty: 5045.343262
	Iteration 88Q: 3 clusters Score -5370080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5370080.500000 Penalty: 5045.343262
	Iteration 89Q: 3 clusters Score -5370080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5370080.000000 Penalty: 5045.343262
	Iteration 90Q: 3 clusters Score -5370080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5370085.000000 Penalty: 5045.343262
	Iteration 91Q: 3 clusters Score -5370085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5370082.000000 Penalty: 5045.343262
	Iteration 92Q: 3 clusters Score -5370082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5370081.000000 Penalty: 5045.343262
	Iteration 93Q: 3 clusters Score -5370081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5370086.500000 Penalty: 5045.343262
	Iteration 94Q: 3 clusters Score -5370086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5370081.000000 Penalty: 5045.343262
	Iteration 95Q: 3 clusters Score -5370081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5370077.000000 Penalty: 5045.343262
	Iteration 96Q: 3 clusters Score -5370077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5370077.000000 Penalty: 5045.343262
	Iteration 97F: 3 clusters Score -5370077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Entering Unmasked Estep 
Score: -5109459.500000 Penalty: 2510.360596
	Iteration 0F: 2 clusters Score -5109460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5094207.000000 Penalty: 5020.721191
	Iteration 0F: 3 clusters Score -5094207 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5100247.500000 Penalty: 5020.721191
	Iteration 1F: 3 clusters Score -5100248 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -5100665.500000 Penalty: 5020.721191
	Iteration 2F: 3 clusters Score -5100666 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5101035.500000 Penalty: 5020.721191
	Iteration 3Q: 3 clusters Score -5101036 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -5101243.500000 Penalty: 5020.721191
	Iteration 4Q: 3 clusters Score -5101244 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5101426.500000 Penalty: 5020.721191
	Iteration 5Q: 3 clusters Score -5101426 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -5101590.000000 Penalty: 5020.721191
	Iteration 6Q: 3 clusters Score -5101590 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -5101748.500000 Penalty: 5020.721191
	Iteration 7Q: 3 clusters Score -5101748 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5101907.000000 Penalty: 5020.721191
	Iteration 8Q: 3 clusters Score -5101907 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5102196.500000 Penalty: 5020.721191
	Iteration 9Q: 3 clusters Score -5102196 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5102528.000000 Penalty: 5020.721191
	Iteration 10Q: 3 clusters Score -5102528 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -5102844.500000 Penalty: 5020.721191
	Iteration 11Q: 3 clusters Score -5102844 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5103227.500000 Penalty: 5020.721191
	Iteration 12Q: 3 clusters Score -5103228 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5103725.500000 Penalty: 5020.721191
	Iteration 13Q: 3 clusters Score -5103726 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -5104126.000000 Penalty: 5020.721191
	Iteration 14Q: 3 clusters Score -5104126 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5104562.500000 Penalty: 5020.721191
	Iteration 15Q: 3 clusters Score -5104562 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5104803.000000 Penalty: 5020.721191
	Iteration 16Q: 3 clusters Score -5104803 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5105395 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5105736 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5106238 nChanged 780
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5106742 nChanged 763
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5107886 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5108044 nChanged 671
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Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5107952 nChanged 606
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Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5107815 nChanged 460
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5107815 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5107655 nChanged 315
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Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5107468 nChanged 363
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -5106877.500000 Penalty: 5020.721191
	Iteration 33Q: 3 clusters Score -5106878 nChanged 296
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Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5106722 nChanged 186
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Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5106602 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5106462 nChanged 104
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Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5106378 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5106402 nChanged 50
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Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5106876.500000 Penalty: 5020.721191
	Iteration 40F: 3 clusters Score -5106876 nChanged 585
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Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5106876 nChanged 588
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Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5106791 nChanged 495
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Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5106791 nChanged 450
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5106740 nChanged 393
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Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5106654 nChanged 163
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Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5106637 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5106599 nChanged 169
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Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5106591 nChanged 169
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Mstep: Class 1 contains 3935 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5106541 nChanged 152
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Mstep: Class 1 contains 3787 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5106470 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5106462 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5106443 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5106427 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5106401 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5106354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5106329.000000 Penalty: 5020.721191
	Iteration 59Q: 3 clusters Score -5106329 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -5106314.000000 Penalty: 5020.721191
	Iteration 60F: 3 clusters Score -5106314 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5106330 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -5106318.000000 Penalty: 5020.721191
	Iteration 62Q: 3 clusters Score -5106318 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2761 members 
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Entering Unmasked Estep 
Score: -5106287.500000 Penalty: 5020.721191
	Iteration 63Q: 3 clusters Score -5106288 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
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Entering Unmasked Estep 
Score: -5106284.000000 Penalty: 5020.721191
	Iteration 64Q: 3 clusters Score -5106284 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5106250 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2636 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5106222 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2595 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5106254 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2566 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5106251 nChanged 27
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Mstep: Class 1 contains 2541 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5106236 nChanged 27
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5106234 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2476 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5106234 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2446 members 
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Entering Unmasked Estep 
Score: -5106204.000000 Penalty: 5020.721191
	Iteration 72Q: 3 clusters Score -5106204 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5106193.000000 Penalty: 5020.721191
	Iteration 73Q: 3 clusters Score -5106193 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2390 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5106180 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5106201.000000 Penalty: 5020.721191
	Iteration 75Q: 3 clusters Score -5106201 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2354 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5106230 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
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Entering Unmasked Estep 
Score: -5106239.000000 Penalty: 5020.721191
	Iteration 77Q: 3 clusters Score -5106239 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2323 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5106246 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2307 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5106260 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2292 members 
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Entering Unmasked Estep 
Score: -5106295.500000 Penalty: 5020.721191
	Iteration 80F: 3 clusters Score -5106296 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2283 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5106292 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5106317.000000 Penalty: 5020.721191
	Iteration 82Q: 3 clusters Score -5106317 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5106318 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2260 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5106326 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -5106335.000000 Penalty: 5020.721191
	Iteration 85Q: 3 clusters Score -5106335 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5106334 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5106336 nChanged 6
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Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5106338.000000 Penalty: 5020.721191
	Iteration 88Q: 3 clusters Score -5106338 nChanged 11
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Mstep: Class 1 contains 2216 members 
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Entering Unmasked Estep 
Score: -5106349.500000 Penalty: 5020.721191
	Iteration 89Q: 3 clusters Score -5106350 nChanged 15
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Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5106342.000000 Penalty: 5020.721191
	Iteration 90Q: 3 clusters Score -5106342 nChanged 20
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Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5106370 nChanged 14
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Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5106370 nChanged 8
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Mstep: Class 1 contains 2167 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5106378 nChanged 11
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Mstep: Class 1 contains 2158 members 
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Entering Unmasked Estep 
Score: -5106402.500000 Penalty: 5020.721191
	Iteration 94Q: 3 clusters Score -5106402 nChanged 4
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5106394 nChanged 6
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5106406 nChanged 5
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5106401 nChanged 5
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -5106414.000000 Penalty: 5020.721191
	Iteration 98Q: 3 clusters Score -5106414 nChanged 3
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5106416 nChanged 4
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5106431 nChanged 2
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Mstep: Class 1 contains 2131 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5106428 nChanged 1
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Mstep: Class 1 contains 2130 members 
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Entering Unmasked Estep 
Score: -5106435.500000 Penalty: 5020.721191
	Iteration 102Q: 3 clusters Score -5106436 nChanged 5
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Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5106442.500000 Penalty: 5020.721191
	Iteration 103Q: 3 clusters Score -5106442 nChanged 3
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5106436 nChanged 3
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Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5106449.000000 Penalty: 5020.721191
	Iteration 105Q: 3 clusters Score -5106449 nChanged 3
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Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5106445.000000 Penalty: 5020.721191
	Iteration 106Q: 3 clusters Score -5106445 nChanged 3
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Entering Unmasked Estep 
Score: -5106458.000000 Penalty: 5020.721191
	Iteration 107Q: 3 clusters Score -5106458 nChanged 3
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Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5106437.000000 Penalty: 5020.721191
	Iteration 108Q: 3 clusters Score -5106437 nChanged 7
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Mstep: Class 1 contains 2107 members 
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Entering Unmasked Estep 
Score: -5106451.500000 Penalty: 5020.721191
	Iteration 109Q: 3 clusters Score -5106452 nChanged 4
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5106441.000000 Penalty: 5020.721191
	Iteration 110Q: 3 clusters Score -5106441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5106453.000000 Penalty: 5020.721191
	Iteration 111Q: 3 clusters Score -5106453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5106455.000000 Penalty: 5020.721191
	Iteration 112Q: 3 clusters Score -5106455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5106453.500000 Penalty: 5020.721191
	Iteration 113Q: 3 clusters Score -5106454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5106467.000000 Penalty: 5020.721191
	Iteration 114Q: 3 clusters Score -5106467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5106469.500000 Penalty: 5020.721191
	Iteration 115Q: 3 clusters Score -5106470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5106479.500000 Penalty: 5020.721191
	Iteration 116Q: 3 clusters Score -5106480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -5106503.000000 Penalty: 5020.721191
	Iteration 117Q: 3 clusters Score -5106503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -5106502.000000 Penalty: 5020.721191
	Iteration 118Q: 3 clusters Score -5106502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5106516.000000 Penalty: 5020.721191
	Iteration 119Q: 3 clusters Score -5106516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5106520.500000 Penalty: 5020.721191
	Iteration 120F: 3 clusters Score -5106520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -5106521.000000 Penalty: 5020.721191
	Iteration 121Q: 3 clusters Score -5106521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -5106527.000000 Penalty: 5020.721191
	Iteration 122Q: 3 clusters Score -5106527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -5106512.000000 Penalty: 5020.721191
	Iteration 123Q: 3 clusters Score -5106512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5106523.500000 Penalty: 5020.721191
	Iteration 124Q: 3 clusters Score -5106524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5106539.000000 Penalty: 5020.721191
	Iteration 125Q: 3 clusters Score -5106539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -5106539.500000 Penalty: 5020.721191
	Iteration 126Q: 3 clusters Score -5106540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5106534.000000 Penalty: 5020.721191
	Iteration 127Q: 3 clusters Score -5106534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5106530.000000 Penalty: 5020.721191
	Iteration 128Q: 3 clusters Score -5106530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5106525.500000 Penalty: 5020.721191
	Iteration 129Q: 3 clusters Score -5106526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5106528.500000 Penalty: 5020.721191
	Iteration 130Q: 3 clusters Score -5106528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5106535.000000 Penalty: 5020.721191
	Iteration 131Q: 3 clusters Score -5106535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5106534.000000 Penalty: 5020.721191
	Iteration 132Q: 3 clusters Score -5106534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5106526.500000 Penalty: 5020.721191
	Iteration 133Q: 3 clusters Score -5106526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -5106554.000000 Penalty: 5020.721191
	Iteration 134Q: 3 clusters Score -5106554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5106561.000000 Penalty: 5020.721191
	Iteration 135Q: 3 clusters Score -5106561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5106588.500000 Penalty: 5020.721191
	Iteration 136Q: 3 clusters Score -5106588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5106605.500000 Penalty: 5020.721191
	Iteration 137Q: 3 clusters Score -5106606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5106606.500000 Penalty: 5020.721191
	Iteration 138Q: 3 clusters Score -5106606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -5106606.500000 Penalty: 5020.721191
	Iteration 139Q: 3 clusters Score -5106606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5106606.500000 Penalty: 5020.721191
	Iteration 140F: 3 clusters Score -5106606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5106620.500000 Penalty: 5020.721191
	Iteration 141Q: 3 clusters Score -5106620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5106630.500000 Penalty: 5020.721191
	Iteration 142Q: 3 clusters Score -5106630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5106632.000000 Penalty: 5020.721191
	Iteration 143Q: 3 clusters Score -5106632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5106637.000000 Penalty: 5020.721191
	Iteration 144Q: 3 clusters Score -5106637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5106644.500000 Penalty: 5020.721191
	Iteration 145Q: 3 clusters Score -5106644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5106657.500000 Penalty: 5020.721191
	Iteration 146Q: 3 clusters Score -5106658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5106653.000000 Penalty: 5020.721191
	Iteration 147Q: 3 clusters Score -5106653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5106662.000000 Penalty: 5020.721191
	Iteration 148Q: 3 clusters Score -5106662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5106664.000000 Penalty: 5020.721191
	Iteration 149Q: 3 clusters Score -5106664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5106663.500000 Penalty: 5020.721191
	Iteration 150Q: 3 clusters Score -5106664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5106675.500000 Penalty: 5020.721191
	Iteration 151Q: 3 clusters Score -5106676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -5106686.500000 Penalty: 5020.721191
	Iteration 152Q: 3 clusters Score -5106686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -5106692.000000 Penalty: 5020.721191
	Iteration 153Q: 3 clusters Score -5106692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5106713.000000 Penalty: 5020.721191
	Iteration 154Q: 3 clusters Score -5106713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5106713.500000 Penalty: 5020.721191
	Iteration 155Q: 3 clusters Score -5106714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -5106714.000000 Penalty: 5020.721191
	Iteration 156Q: 3 clusters Score -5106714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5106728.500000 Penalty: 5020.721191
	Iteration 157Q: 3 clusters Score -5106728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5106737.000000 Penalty: 5020.721191
	Iteration 158Q: 3 clusters Score -5106737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -5106741.500000 Penalty: 5020.721191
	Iteration 159Q: 3 clusters Score -5106742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -5106747.500000 Penalty: 5020.721191
	Iteration 160F: 3 clusters Score -5106748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5106759.500000 Penalty: 5020.721191
	Iteration 161Q: 3 clusters Score -5106760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -5106752.500000 Penalty: 5020.721191
	Iteration 162Q: 3 clusters Score -5106752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5106800.500000 Penalty: 5020.721191
	Iteration 163Q: 3 clusters Score -5106800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -5106806.500000 Penalty: 5020.721191
	Iteration 164Q: 3 clusters Score -5106806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -5106827.500000 Penalty: 5020.721191
	Iteration 165Q: 3 clusters Score -5106828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5106859.500000 Penalty: 5020.721191
	Iteration 166Q: 3 clusters Score -5106860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5106875.500000 Penalty: 5020.721191
	Iteration 167Q: 3 clusters Score -5106876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5106893.500000 Penalty: 5020.721191
	Iteration 168Q: 3 clusters Score -5106894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5106886.500000 Penalty: 5020.721191
	Iteration 169Q: 3 clusters Score -5106886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5106893.000000 Penalty: 5020.721191
	Iteration 170Q: 3 clusters Score -5106893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5106919.500000 Penalty: 5020.721191
	Iteration 171Q: 3 clusters Score -5106920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5106926.000000 Penalty: 5020.721191
	Iteration 172Q: 3 clusters Score -5106926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5106949.000000 Penalty: 5020.721191
	Iteration 173Q: 3 clusters Score -5106949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5106947.000000 Penalty: 5020.721191
	Iteration 174Q: 3 clusters Score -5106947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -5106954.500000 Penalty: 5020.721191
	Iteration 175Q: 3 clusters Score -5106954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -5106957.000000 Penalty: 5020.721191
	Iteration 176Q: 3 clusters Score -5106957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -5106965.500000 Penalty: 5020.721191
	Iteration 177Q: 3 clusters Score -5106966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5106970.000000 Penalty: 5020.721191
	Iteration 178Q: 3 clusters Score -5106970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5106956.000000 Penalty: 5020.721191
	Iteration 179Q: 3 clusters Score -5106956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -5106961.500000 Penalty: 5020.721191
	Iteration 180F: 3 clusters Score -5106962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5106976.500000 Penalty: 5020.721191
	Iteration 181Q: 3 clusters Score -5106976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5106973.500000 Penalty: 5020.721191
	Iteration 182Q: 3 clusters Score -5106974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5106968.000000 Penalty: 5020.721191
	Iteration 183Q: 3 clusters Score -5106968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5106970.500000 Penalty: 5020.721191
	Iteration 184Q: 3 clusters Score -5106970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5106971.500000 Penalty: 5020.721191
	Iteration 185Q: 3 clusters Score -5106972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -5106967.500000 Penalty: 5020.721191
	Iteration 186Q: 3 clusters Score -5106968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5106966.000000 Penalty: 5020.721191
	Iteration 187Q: 3 clusters Score -5106966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5106969.500000 Penalty: 5020.721191
	Iteration 188Q: 3 clusters Score -5106970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5106966.500000 Penalty: 5020.721191
	Iteration 189Q: 3 clusters Score -5106966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5106971.000000 Penalty: 5020.721191
	Iteration 190Q: 3 clusters Score -5106971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -5106977.000000 Penalty: 5020.721191
	Iteration 191Q: 3 clusters Score -5106977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -5106978.500000 Penalty: 5020.721191
	Iteration 192Q: 3 clusters Score -5106978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5106989.000000 Penalty: 5020.721191
	Iteration 193Q: 3 clusters Score -5106989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -5106991.000000 Penalty: 5020.721191
	Iteration 194Q: 3 clusters Score -5106991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5106986.000000 Penalty: 5020.721191
	Iteration 195Q: 3 clusters Score -5106986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5106994.000000 Penalty: 5020.721191
	Iteration 196Q: 3 clusters Score -5106994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -5106994.000000 Penalty: 5020.721191
	Iteration 197F: 3 clusters Score -5106994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -408754.156250 Penalty: 1917.192261
	Iteration 0F: 2 clusters Score -408754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -405982.500000 Penalty: 3834.384521
	Iteration 0F: 3 clusters Score -405982.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -406618.718750 Penalty: 3834.384521
	Iteration 1F: 3 clusters Score -406618.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -406927.125000 Penalty: 3834.384521
	Iteration 2F: 3 clusters Score -406927.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -407216.593750 Penalty: 3834.384521
	Iteration 3F: 3 clusters Score -407216.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -407413.937500 Penalty: 3834.384521
	Iteration 4F: 3 clusters Score -407413.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -407557.718750 Penalty: 3834.384521
	Iteration 5F: 3 clusters Score -407557.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -407666.406250 Penalty: 3834.384521
	Iteration 6Q: 3 clusters Score -407666.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -407719.437500 Penalty: 3834.384521
	Iteration 7Q: 3 clusters Score -407719.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -407763.968750 Penalty: 3834.384521
	Iteration 8Q: 3 clusters Score -407764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -407798.406250 Penalty: 3834.384521
	Iteration 9Q: 3 clusters Score -407798.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -407823.812500 Penalty: 3834.384521
	Iteration 10Q: 3 clusters Score -407823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -407840.937500 Penalty: 3834.384521
	Iteration 11Q: 3 clusters Score -407840.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -407852.906250 Penalty: 3834.384521
	Iteration 12Q: 3 clusters Score -407852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -407860.750000 Penalty: 3834.384521
	Iteration 13Q: 3 clusters Score -407860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -407866.218750 Penalty: 3834.384521
	Iteration 14Q: 3 clusters Score -407866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -407869.875000 Penalty: 3834.384521
	Iteration 15Q: 3 clusters Score -407869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -407875.125000 Penalty: 3834.384521
	Iteration 16Q: 3 clusters Score -407875.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -407879.468750 Penalty: 3834.384521
	Iteration 17Q: 3 clusters Score -407879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -407882.343750 Penalty: 3834.384521
	Iteration 18Q: 3 clusters Score -407882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -407889.031250 Penalty: 3834.384521
	Iteration 19Q: 3 clusters Score -407889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -407892.562500 Penalty: 3834.384521
	Iteration 20F: 3 clusters Score -407892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -407892.781250 Penalty: 3834.384521
	Iteration 21Q: 3 clusters Score -407892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -407893.750000 Penalty: 3834.384521
	Iteration 22Q: 3 clusters Score -407893.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -407894.000000 Penalty: 3834.384521
	Iteration 23Q: 3 clusters Score -407894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -407894.843750 Penalty: 3834.384521
	Iteration 24Q: 3 clusters Score -407894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407894.750000 Penalty: 3834.384521
	Iteration 25Q: 3 clusters Score -407894.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407894.750000 Penalty: 3834.384521
	Iteration 26F: 3 clusters Score -407894.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Entering Unmasked Estep 
Score: -4795654.500000 Penalty: 2492.915771
	Iteration 0F: 2 clusters Score -4795654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4782490.000000 Penalty: 4985.831543
	Iteration 0F: 3 clusters Score -4782490 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4787876.000000 Penalty: 4985.831543
	Iteration 1F: 3 clusters Score -4787876 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -4788305.500000 Penalty: 4985.831543
	Iteration 2F: 3 clusters Score -4788306 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4788690.500000 Penalty: 4985.831543
	Iteration 3Q: 3 clusters Score -4788690 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -4788947.500000 Penalty: 4985.831543
	Iteration 4Q: 3 clusters Score -4788948 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4789155.000000 Penalty: 4985.831543
	Iteration 5Q: 3 clusters Score -4789155 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4789356.000000 Penalty: 4985.831543
	Iteration 6Q: 3 clusters Score -4789356 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -4789489.500000 Penalty: 4985.831543
	Iteration 7Q: 3 clusters Score -4789490 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -4789581.000000 Penalty: 4985.831543
	Iteration 8Q: 3 clusters Score -4789581 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4789692.000000 Penalty: 4985.831543
	Iteration 9Q: 3 clusters Score -4789692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4789747.000000 Penalty: 4985.831543
	Iteration 10Q: 3 clusters Score -4789747 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4789812.500000 Penalty: 4985.831543
	Iteration 11Q: 3 clusters Score -4789812 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4789880.500000 Penalty: 4985.831543
	Iteration 12Q: 3 clusters Score -4789880 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -4789943.500000 Penalty: 4985.831543
	Iteration 13Q: 3 clusters Score -4789944 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4790008.000000 Penalty: 4985.831543
	Iteration 14Q: 3 clusters Score -4790008 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -4790081.000000 Penalty: 4985.831543
	Iteration 15Q: 3 clusters Score -4790081 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4790145.500000 Penalty: 4985.831543
	Iteration 16Q: 3 clusters Score -4790146 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4790224.000000 Penalty: 4985.831543
	Iteration 17Q: 3 clusters Score -4790224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4790277.500000 Penalty: 4985.831543
	Iteration 18Q: 3 clusters Score -4790278 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4790359.500000 Penalty: 4985.831543
	Iteration 19Q: 3 clusters Score -4790360 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4790432.500000 Penalty: 4985.831543
	Iteration 20F: 3 clusters Score -4790432 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4790530.500000 Penalty: 4985.831543
	Iteration 21Q: 3 clusters Score -4790530 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4790655.500000 Penalty: 4985.831543
	Iteration 22Q: 3 clusters Score -4790656 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -4790822.000000 Penalty: 4985.831543
	Iteration 23Q: 3 clusters Score -4790822 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4791007.500000 Penalty: 4985.831543
	Iteration 24Q: 3 clusters Score -4791008 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -4791253.000000 Penalty: 4985.831543
	Iteration 25Q: 3 clusters Score -4791253 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4791535.500000 Penalty: 4985.831543
	Iteration 26Q: 3 clusters Score -4791536 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4791807.500000 Penalty: 4985.831543
	Iteration 27Q: 3 clusters Score -4791808 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4792020.500000 Penalty: 4985.831543
	Iteration 28Q: 3 clusters Score -4792020 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -4792136.500000 Penalty: 4985.831543
	Iteration 29Q: 3 clusters Score -4792136 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4792223.500000 Penalty: 4985.831543
	Iteration 30Q: 3 clusters Score -4792224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -4792257.500000 Penalty: 4985.831543
	Iteration 31Q: 3 clusters Score -4792258 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4792279.500000 Penalty: 4985.831543
	Iteration 32Q: 3 clusters Score -4792280 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -4792302.500000 Penalty: 4985.831543
	Iteration 33Q: 3 clusters Score -4792302 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4792324.000000 Penalty: 4985.831543
	Iteration 34Q: 3 clusters Score -4792324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -4792354.000000 Penalty: 4985.831543
	Iteration 35Q: 3 clusters Score -4792354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4792369.500000 Penalty: 4985.831543
	Iteration 36Q: 3 clusters Score -4792370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4792389.500000 Penalty: 4985.831543
	Iteration 37Q: 3 clusters Score -4792390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4792407.000000 Penalty: 4985.831543
	Iteration 38Q: 3 clusters Score -4792407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4792424.000000 Penalty: 4985.831543
	Iteration 39Q: 3 clusters Score -4792424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4792399.500000 Penalty: 4985.831543
	Iteration 40F: 3 clusters Score -4792400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4792436.000000 Penalty: 4985.831543
	Iteration 41Q: 3 clusters Score -4792436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4792449.000000 Penalty: 4985.831543
	Iteration 42Q: 3 clusters Score -4792449 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4792466.000000 Penalty: 4985.831543
	Iteration 43Q: 3 clusters Score -4792466 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4792483.500000 Penalty: 4985.831543
	Iteration 44Q: 3 clusters Score -4792484 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -4792507.500000 Penalty: 4985.831543
	Iteration 45Q: 3 clusters Score -4792508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4792533.500000 Penalty: 4985.831543
	Iteration 46Q: 3 clusters Score -4792534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4792548.000000 Penalty: 4985.831543
	Iteration 47Q: 3 clusters Score -4792548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -4792560.000000 Penalty: 4985.831543
	Iteration 48Q: 3 clusters Score -4792560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -4792594.500000 Penalty: 4985.831543
	Iteration 49Q: 3 clusters Score -4792594 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4792590.000000 Penalty: 4985.831543
	Iteration 50Q: 3 clusters Score -4792590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4792611.500000 Penalty: 4985.831543
	Iteration 51Q: 3 clusters Score -4792612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4792624.500000 Penalty: 4985.831543
	Iteration 52Q: 3 clusters Score -4792624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4792639.500000 Penalty: 4985.831543
	Iteration 53Q: 3 clusters Score -4792640 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4792640.000000 Penalty: 4985.831543
	Iteration 54Q: 3 clusters Score -4792640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -4792637.000000 Penalty: 4985.831543
	Iteration 55Q: 3 clusters Score -4792637 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4792642.000000 Penalty: 4985.831543
	Iteration 56Q: 3 clusters Score -4792642 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4792646.000000 Penalty: 4985.831543
	Iteration 57Q: 3 clusters Score -4792646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4792628.500000 Penalty: 4985.831543
	Iteration 58Q: 3 clusters Score -4792628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4792631.000000 Penalty: 4985.831543
	Iteration 59Q: 3 clusters Score -4792631 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4792625.500000 Penalty: 4985.831543
	Iteration 60F: 3 clusters Score -4792626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4792610.000000 Penalty: 4985.831543
	Iteration 61Q: 3 clusters Score -4792610 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4792591.000000 Penalty: 4985.831543
	Iteration 62Q: 3 clusters Score -4792591 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4792567.500000 Penalty: 4985.831543
	Iteration 63Q: 3 clusters Score -4792568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4792559.000000 Penalty: 4985.831543
	Iteration 64Q: 3 clusters Score -4792559 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4792560.500000 Penalty: 4985.831543
	Iteration 65Q: 3 clusters Score -4792560 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4792559.500000 Penalty: 4985.831543
	Iteration 66Q: 3 clusters Score -4792560 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4792546.500000 Penalty: 4985.831543
	Iteration 67Q: 3 clusters Score -4792546 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4792535.000000 Penalty: 4985.831543
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4792532 nChanged 182
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Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4792514 nChanged 188
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Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 13627 members 
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Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4792525 nChanged 225
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Mstep: Class 1 contains 9512 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 13714 members 
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Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4792550 nChanged 194
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Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4792540 nChanged 169
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Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 13806 members 
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Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 13822 members 
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Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4792562 nChanged 173
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Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13770 members 
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	Iteration 86Q: 3 clusters Score -4792581 nChanged 171
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13725 members 
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Mstep: Class 1 contains 9513 members 
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Mstep: Class 1 contains 9561 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9614 members 
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 13538 members 
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Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 13485 members 
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	Iteration 93Q: 3 clusters Score -4792620 nChanged 110
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Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 13439 members 
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Mstep: Class 1 contains 9817 members 
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Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 13342 members 
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Mstep: Class 1 contains 9945 members 
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Mstep: Class 1 contains 9982 members 
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Mstep: Class 1 contains 10031 members 
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	Iteration 100F: 3 clusters Score -4792648 nChanged 92
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Mstep: Class 1 contains 10093 members 
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Mstep: Class 1 contains 10152 members 
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Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 12997 members 
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	Iteration 103Q: 3 clusters Score -4792654 nChanged 46
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 12963 members 
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	Iteration 104Q: 3 clusters Score -4792654 nChanged 44
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Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12931 members 
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	Iteration 105Q: 3 clusters Score -4792668 nChanged 46
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Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12899 members 
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Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 12859 members 
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	Iteration 107Q: 3 clusters Score -4792680 nChanged 51
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Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 12826 members 
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	Iteration 108Q: 3 clusters Score -4792678 nChanged 47
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Mstep: Class 1 contains 10413 members 
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	Iteration 109Q: 3 clusters Score -4792672 nChanged 44
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Mstep: Class 1 contains 10449 members 
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	Iteration 110Q: 3 clusters Score -4792678 nChanged 36
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Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 12725 members 
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 12706 members 
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	Iteration 112Q: 3 clusters Score -4792648 nChanged 32
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Mstep: Class 1 contains 10524 members 
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	Iteration 113Q: 3 clusters Score -4792654 nChanged 28
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Mstep: Class 1 contains 10544 members 
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	Iteration 114Q: 3 clusters Score -4792645 nChanged 27
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	Iteration 115Q: 3 clusters Score -4792648 nChanged 34
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Mstep: Class 1 contains 10595 members 
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	Iteration 116Q: 3 clusters Score -4792655 nChanged 19
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Mstep: Class 1 contains 10610 members 
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Mstep: Class 1 contains 10625 members 
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	Iteration 118Q: 3 clusters Score -4792642 nChanged 22
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Mstep: Class 1 contains 10645 members 
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	Iteration 119Q: 3 clusters Score -4792656 nChanged 28
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Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 12543 members 
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	Iteration 120F: 3 clusters Score -4792644 nChanged 32
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Mstep: Class 1 contains 10685 members 
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	Iteration 121Q: 3 clusters Score -4792650 nChanged 31
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	Iteration 122Q: 3 clusters Score -4792649 nChanged 44
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Mstep: Class 1 contains 10748 members 
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	Iteration 123Q: 3 clusters Score -4792659 nChanged 47
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Mstep: Class 1 contains 10779 members 
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	Iteration 124Q: 3 clusters Score -4792666 nChanged 35
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Mstep: Class 1 contains 10812 members 
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	Iteration 125Q: 3 clusters Score -4792666 nChanged 42
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Mstep: Class 1 contains 10846 members 
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	Iteration 126Q: 3 clusters Score -4792678 nChanged 31
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Mstep: Class 1 contains 10867 members 
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	Iteration 127Q: 3 clusters Score -4792676 nChanged 27
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Mstep: Class 1 contains 10890 members 
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	Iteration 128Q: 3 clusters Score -4792672 nChanged 30
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	Iteration 129Q: 3 clusters Score -4792667 nChanged 37
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Mstep: Class 1 contains 10935 members 
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	Iteration 130Q: 3 clusters Score -4792671 nChanged 38
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Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 12251 members 
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	Iteration 131Q: 3 clusters Score -4792684 nChanged 38
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Mstep: Class 1 contains 10975 members 
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	Iteration 132Q: 3 clusters Score -4792690 nChanged 44
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 12195 members 
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	Iteration 133Q: 3 clusters Score -4792698 nChanged 43
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Mstep: Class 1 contains 11050 members 
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Mstep: Class 1 contains 11088 members 
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	Iteration 135Q: 3 clusters Score -4792696 nChanged 37
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Mstep: Class 1 contains 11121 members 
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	Iteration 136Q: 3 clusters Score -4792704 nChanged 41
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Mstep: Class 1 contains 11160 members 
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	Iteration 138Q: 3 clusters Score -4792702 nChanged 37
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	Iteration 139Q: 3 clusters Score -4792705 nChanged 42
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	Iteration 140F: 3 clusters Score -4792702 nChanged 46
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	Iteration 141Q: 3 clusters Score -4792707 nChanged 38
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	Iteration 143Q: 3 clusters Score -4792698 nChanged 43
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	Iteration 146Q: 3 clusters Score -4792708 nChanged 51
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	Iteration 148Q: 3 clusters Score -4792715 nChanged 64
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	Iteration 149Q: 3 clusters Score -4792712 nChanged 71
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	Iteration 150Q: 3 clusters Score -4792710 nChanged 83
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	Iteration 151Q: 3 clusters Score -4792721 nChanged 84
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	Iteration 152Q: 3 clusters Score -4792704 nChanged 94
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	Iteration 154Q: 3 clusters Score -4792694 nChanged 87
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	Iteration 155Q: 3 clusters Score -4792698 nChanged 84
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	Iteration 157Q: 3 clusters Score -4792692 nChanged 70
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	Iteration 158Q: 3 clusters Score -4792692 nChanged 72
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4792688 nChanged 82
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	Iteration 160F: 3 clusters Score -4792676 nChanged 73
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4792685 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -4792678.500000 Penalty: 4985.831543
	Iteration 162Q: 3 clusters Score -4792678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4792664.500000 Penalty: 4985.831543
	Iteration 163Q: 3 clusters Score -4792664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4792672 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4792667 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4792670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4792674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4792675 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4792678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4792660.000000 Penalty: 4985.831543
	Iteration 170Q: 3 clusters Score -4792660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4792660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4792661.500000 Penalty: 4985.831543
	Iteration 172Q: 3 clusters Score -4792662 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4792646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4792641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4792655.500000 Penalty: 4985.831543
	Iteration 175Q: 3 clusters Score -4792656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -4792653.000000 Penalty: 4985.831543
	Iteration 176Q: 3 clusters Score -4792653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4792658.500000 Penalty: 4985.831543
	Iteration 177Q: 3 clusters Score -4792658 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4792654.500000 Penalty: 4985.831543
	Iteration 178Q: 3 clusters Score -4792654 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4792653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4792665.500000 Penalty: 4985.831543
	Iteration 180F: 3 clusters Score -4792666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4792672 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4792666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4792665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4792666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -4792664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4792652.000000 Penalty: 4985.831543
	Iteration 186Q: 3 clusters Score -4792652 nChanged 82
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Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4792655.500000 Penalty: 4985.831543
	Iteration 187Q: 3 clusters Score -4792656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -4792658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4792658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4792664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4792664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4792674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4792676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -4792696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4792694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4792688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4792684.500000 Penalty: 4985.831543
	Iteration 197Q: 3 clusters Score -4792684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -4792680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -4792679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4792673.500000 Penalty: 4985.831543
	Iteration 200F: 3 clusters Score -4792674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4792680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4792685.000000 Penalty: 4985.831543
	Iteration 202Q: 3 clusters Score -4792685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -4792678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -4792686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4792696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4792696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -4792709.000000 Penalty: 4985.831543
	Iteration 207Q: 3 clusters Score -4792709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4792702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4792699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4792700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4792694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4792702 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4792702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4792712.000000 Penalty: 4985.831543
	Iteration 214Q: 3 clusters Score -4792712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
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Entering Unmasked Estep 
Score: -4792705.500000 Penalty: 4985.831543
	Iteration 215Q: 3 clusters Score -4792706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4792698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
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Entering Unmasked Estep 
Score: -4792708.500000 Penalty: 4985.831543
	Iteration 217Q: 3 clusters Score -4792708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
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Entering Unmasked Estep 
Score: -4792711.500000 Penalty: 4985.831543
	Iteration 218Q: 3 clusters Score -4792712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4792723.500000 Penalty: 4985.831543
	Iteration 219Q: 3 clusters Score -4792724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4792714.000000 Penalty: 4985.831543
	Iteration 220F: 3 clusters Score -4792714 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12900 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -4792712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4792710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4792711 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12844 members 
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Entering Unmasked Estep 
Score: -4792716.500000 Penalty: 4985.831543
	Iteration 224Q: 3 clusters Score -4792716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4792713.500000 Penalty: 4985.831543
	Iteration 225Q: 3 clusters Score -4792714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4792718.000000 Penalty: 4985.831543
	Iteration 226Q: 3 clusters Score -4792718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -4792717.000000 Penalty: 4985.831543
	Iteration 227Q: 3 clusters Score -4792717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
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Entering Unmasked Estep 
Score: -4792724.500000 Penalty: 4985.831543
	Iteration 228Q: 3 clusters Score -4792724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -4792744.000000 Penalty: 4985.831543
	Iteration 229Q: 3 clusters Score -4792744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4792728.000000 Penalty: 4985.831543
	Iteration 230Q: 3 clusters Score -4792728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4792727.500000 Penalty: 4985.831543
	Iteration 231Q: 3 clusters Score -4792728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4792729.000000 Penalty: 4985.831543
	Iteration 232Q: 3 clusters Score -4792729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -4792724.500000 Penalty: 4985.831543
	Iteration 233Q: 3 clusters Score -4792724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4792725.000000 Penalty: 4985.831543
	Iteration 234Q: 3 clusters Score -4792725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4792745.000000 Penalty: 4985.831543
	Iteration 235Q: 3 clusters Score -4792745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
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Entering Unmasked Estep 
Score: -4792757.500000 Penalty: 4985.831543
	Iteration 236Q: 3 clusters Score -4792758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4792747.000000 Penalty: 4985.831543
	Iteration 237Q: 3 clusters Score -4792747 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4792743.000000 Penalty: 4985.831543
	Iteration 238Q: 3 clusters Score -4792743 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4792743.500000 Penalty: 4985.831543
	Iteration 239Q: 3 clusters Score -4792744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4792734.500000 Penalty: 4985.831543
	Iteration 240F: 3 clusters Score -4792734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4792737.500000 Penalty: 4985.831543
	Iteration 241Q: 3 clusters Score -4792738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4792741.500000 Penalty: 4985.831543
	Iteration 242Q: 3 clusters Score -4792742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -4792742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -4792746.500000 Penalty: 4985.831543
	Iteration 244Q: 3 clusters Score -4792746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4792752.500000 Penalty: 4985.831543
	Iteration 245Q: 3 clusters Score -4792752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -4792757.500000 Penalty: 4985.831543
	Iteration 246Q: 3 clusters Score -4792758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4792769.000000 Penalty: 4985.831543
	Iteration 247Q: 3 clusters Score -4792769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4792779.500000 Penalty: 4985.831543
	Iteration 248Q: 3 clusters Score -4792780 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4792772.000000 Penalty: 4985.831543
	Iteration 249Q: 3 clusters Score -4792772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4792781.500000 Penalty: 4985.831543
	Iteration 250Q: 3 clusters Score -4792782 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -4792787.000000 Penalty: 4985.831543
	Iteration 251Q: 3 clusters Score -4792787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -4792785.000000 Penalty: 4985.831543
	Iteration 252Q: 3 clusters Score -4792785 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -4792799.500000 Penalty: 4985.831543
	Iteration 253Q: 3 clusters Score -4792800 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4792809.500000 Penalty: 4985.831543
	Iteration 254Q: 3 clusters Score -4792810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -4792796 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -4792802 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -4792808 nChanged 61
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Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -4792812 nChanged 62
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Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -4792806 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -4792798 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -4792804 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -4792806 nChanged 54
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Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -4792812 nChanged 59
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Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -4792814 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -4792818 nChanged 70
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Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -4792824 nChanged 80
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Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -4792820 nChanged 81
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Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -4792820 nChanged 87
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Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -4792818 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -4792811 nChanged 123
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Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -4792803 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -4792780 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -4792779 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -4792794 nChanged 122
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -4792759 nChanged 110
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Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -4792744 nChanged 113
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Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -4792719 nChanged 139
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -4792715 nChanged 118
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Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -4792704 nChanged 114
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Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -4792687 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -4792676 nChanged 124
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Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -4792676 nChanged 121
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Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -4792676 nChanged 131
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Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -4792664 nChanged 128
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Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -4792648 nChanged 154
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -4792650 nChanged 154
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Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -4792652 nChanged 176
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Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -4792642 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -4792647 nChanged 210
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Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -4792662 nChanged 215
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Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -4792660 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -4792686 nChanged 227
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -4792699 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -4792690 nChanged 217
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Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -4792729 nChanged 240
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -4792804 nChanged 277
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -4792838 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
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	Iteration 300F: 3 clusters Score -4792887 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -4792930 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -4792998 nChanged 291
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Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 14994 members 
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Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -4793168 nChanged 322
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Mstep: Class 1 contains 8211 members 
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Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -4793274 nChanged 327
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 14996 members 
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	Iteration 306Q: 3 clusters Score -4793362 nChanged 317
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Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 15051 members 
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	Iteration 307Q: 3 clusters Score -4793504 nChanged 337
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Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 15080 members 
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	Iteration 308Q: 3 clusters Score -4793600 nChanged 333
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -4793710 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -4793829 nChanged 282
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -4793922 nChanged 240
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Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -4793994 nChanged 244
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Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -4794048 nChanged 219
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Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -4794132 nChanged 209
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -4794176 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -4794196 nChanged 154
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Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -4794253 nChanged 139
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Mstep: Class 1 contains 7502 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -4794270 nChanged 128
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Mstep: Class 1 contains 7430 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -4794273 nChanged 124
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Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -4794298 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -4794298 nChanged 82
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Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -4794291 nChanged 77
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Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -4794288 nChanged 61
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Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -4794280 nChanged 62
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Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -4794270 nChanged 69
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Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -4794279 nChanged 72
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Mstep: Class 1 contains 7037 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -4794268 nChanged 84
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -4794283 nChanged 71
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Mstep: Class 1 contains 6900 members 
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	Iteration 329Q: 3 clusters Score -4794284 nChanged 96
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Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 16398 members 
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	Iteration 330Q: 3 clusters Score -4794265 nChanged 85
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Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 16479 members 
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	Iteration 331Q: 3 clusters Score -4794269 nChanged 74
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Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 16545 members 
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	Iteration 332Q: 3 clusters Score -4794266 nChanged 50
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Mstep: Class 1 contains 6615 members 
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	Iteration 333Q: 3 clusters Score -4794256 nChanged 54
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Mstep: Class 1 contains 6569 members 
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	Iteration 334Q: 3 clusters Score -4794262 nChanged 48
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Mstep: Class 1 contains 6523 members 
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	Iteration 335Q: 3 clusters Score -4794258 nChanged 48
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Mstep: Class 1 contains 6475 members 
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Score: -4794260.500000 Penalty: 4985.831543
	Iteration 336Q: 3 clusters Score -4794260 nChanged 18
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -4794258 nChanged 9
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Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -4794262 nChanged 13
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Mstep: Class 1 contains 6435 members 
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	Iteration 339Q: 3 clusters Score -4794256 nChanged 12
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Mstep: Class 1 contains 6423 members 
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Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -4794262 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -4794258 nChanged 9
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Mstep: Class 1 contains 6402 members 
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Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -4794250 nChanged 13
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Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -4794253 nChanged 5
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Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -4794254 nChanged 3
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Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -4794255 nChanged 8
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Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -4794258 nChanged 7
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Mstep: Class 1 contains 6370 members 
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Entering Unmasked Estep 
Score: -4794248.500000 Penalty: 4985.831543
	Iteration 347Q: 3 clusters Score -4794248 nChanged 7
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4794243.000000 Penalty: 4985.831543
	Iteration 348Q: 3 clusters Score -4794243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4794237.500000 Penalty: 4985.831543
	Iteration 349Q: 3 clusters Score -4794238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4794233.500000 Penalty: 4985.831543
	Iteration 350Q: 3 clusters Score -4794234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4794230.500000 Penalty: 4985.831543
	Iteration 351Q: 3 clusters Score -4794230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4794230.500000 Penalty: 4985.831543
	Iteration 352F: 3 clusters Score -4794230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -161959.500000 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -161959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -160068.515625 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -160068.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160344.687500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -160344.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -160443.734375 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -160443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -160488.109375 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -160488.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160528.156250 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -160528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -160548.625000 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -160548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -160562.281250 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -160562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160569.359375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -160569.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -160579.796875 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -160579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -160583.187500 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -160583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160585.937500 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -160585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160587.921875 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -160587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160589.562500 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -160589.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160589.562500 Penalty: 3380.013184
	Iteration 13F: 3 clusters Score -160589.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (23155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Entering Unmasked Estep 
Score: -4775383.000000 Penalty: 2492.391602
	Iteration 0F: 2 clusters Score -4775383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4761805.000000 Penalty: 4984.783203
	Iteration 0F: 3 clusters Score -4761805 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4767198.000000 Penalty: 4984.783203
	Iteration 1F: 3 clusters Score -4767198 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4767670.500000 Penalty: 4984.783203
	Iteration 2F: 3 clusters Score -4767670 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4768132.500000 Penalty: 4984.783203
	Iteration 3Q: 3 clusters Score -4768132 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4768602.000000 Penalty: 4984.783203
	Iteration 4Q: 3 clusters Score -4768602 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4769093.000000 Penalty: 4984.783203
	Iteration 5Q: 3 clusters Score -4769093 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4769714.000000 Penalty: 4984.783203
	Iteration 6F: 3 clusters Score -4769714 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4770383.000000 Penalty: 4984.783203
	Iteration 7Q: 3 clusters Score -4770383 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -4771245.500000 Penalty: 4984.783203
	Iteration 8F: 3 clusters Score -4771246 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4772210.000000 Penalty: 4984.783203
	Iteration 9F: 3 clusters Score -4772210 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4773041.000000 Penalty: 4984.783203
	Iteration 10F: 3 clusters Score -4773041 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4773546.000000 Penalty: 4984.783203
	Iteration 11Q: 3 clusters Score -4773546 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4773758.000000 Penalty: 4984.783203
	Iteration 12Q: 3 clusters Score -4773758 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4773823.500000 Penalty: 4984.783203
	Iteration 13Q: 3 clusters Score -4773824 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4773860.500000 Penalty: 4984.783203
	Iteration 14Q: 3 clusters Score -4773860 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4773872.000000 Penalty: 4984.783203
	Iteration 15Q: 3 clusters Score -4773872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4773868.000000 Penalty: 4984.783203
	Iteration 16Q: 3 clusters Score -4773868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -4773848.500000 Penalty: 4984.783203
	Iteration 17Q: 3 clusters Score -4773848 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4773840.000000 Penalty: 4984.783203
	Iteration 18Q: 3 clusters Score -4773840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4773839.500000 Penalty: 4984.783203
	Iteration 19Q: 3 clusters Score -4773840 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4773832.500000 Penalty: 4984.783203
	Iteration 20F: 3 clusters Score -4773832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4773815.000000 Penalty: 4984.783203
	Iteration 21Q: 3 clusters Score -4773815 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4773818.000000 Penalty: 4984.783203
	Iteration 22Q: 3 clusters Score -4773818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4773809.500000 Penalty: 4984.783203
	Iteration 23Q: 3 clusters Score -4773810 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4773826.000000 Penalty: 4984.783203
	Iteration 24Q: 3 clusters Score -4773826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -4773814.500000 Penalty: 4984.783203
	Iteration 25Q: 3 clusters Score -4773814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -4773821.000000 Penalty: 4984.783203
	Iteration 26Q: 3 clusters Score -4773821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -4773817.000000 Penalty: 4984.783203
	Iteration 27Q: 3 clusters Score -4773817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -4773799.000000 Penalty: 4984.783203
	Iteration 28Q: 3 clusters Score -4773799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4773789.500000 Penalty: 4984.783203
	Iteration 29Q: 3 clusters Score -4773790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -4773786.000000 Penalty: 4984.783203
	Iteration 30Q: 3 clusters Score -4773786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -4773796.000000 Penalty: 4984.783203
	Iteration 31Q: 3 clusters Score -4773796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -4773794.500000 Penalty: 4984.783203
	Iteration 32Q: 3 clusters Score -4773794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -4773778.500000 Penalty: 4984.783203
	Iteration 33Q: 3 clusters Score -4773778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4773764.000000 Penalty: 4984.783203
	Iteration 34Q: 3 clusters Score -4773764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4773766.000000 Penalty: 4984.783203
	Iteration 35Q: 3 clusters Score -4773766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4773760.500000 Penalty: 4984.783203
	Iteration 36Q: 3 clusters Score -4773760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4773761.000000 Penalty: 4984.783203
	Iteration 37Q: 3 clusters Score -4773761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4773770.500000 Penalty: 4984.783203
	Iteration 38Q: 3 clusters Score -4773770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4773760.000000 Penalty: 4984.783203
	Iteration 39Q: 3 clusters Score -4773760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4773742.000000 Penalty: 4984.783203
	Iteration 40F: 3 clusters Score -4773742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -4773735.000000 Penalty: 4984.783203
	Iteration 41Q: 3 clusters Score -4773735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -4773731.500000 Penalty: 4984.783203
	Iteration 42Q: 3 clusters Score -4773732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4773741.500000 Penalty: 4984.783203
	Iteration 43Q: 3 clusters Score -4773742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -4773719.500000 Penalty: 4984.783203
	Iteration 44Q: 3 clusters Score -4773720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -4773720.500000 Penalty: 4984.783203
	Iteration 45Q: 3 clusters Score -4773720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4773726.500000 Penalty: 4984.783203
	Iteration 46Q: 3 clusters Score -4773726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4773729.500000 Penalty: 4984.783203
	Iteration 47Q: 3 clusters Score -4773730 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4773714.000000 Penalty: 4984.783203
	Iteration 48Q: 3 clusters Score -4773714 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4773704.000000 Penalty: 4984.783203
	Iteration 49Q: 3 clusters Score -4773704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4773697.500000 Penalty: 4984.783203
	Iteration 50Q: 3 clusters Score -4773698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4773679.000000 Penalty: 4984.783203
	Iteration 51Q: 3 clusters Score -4773679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4773671.500000 Penalty: 4984.783203
	Iteration 52Q: 3 clusters Score -4773672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -4773666.000000 Penalty: 4984.783203
	Iteration 53Q: 3 clusters Score -4773666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4773659.500000 Penalty: 4984.783203
	Iteration 54Q: 3 clusters Score -4773660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4773649.500000 Penalty: 4984.783203
	Iteration 55Q: 3 clusters Score -4773650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -4773642.500000 Penalty: 4984.783203
	Iteration 56Q: 3 clusters Score -4773642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4773644.500000 Penalty: 4984.783203
	Iteration 57Q: 3 clusters Score -4773644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4773626.500000 Penalty: 4984.783203
	Iteration 58Q: 3 clusters Score -4773626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4773630.000000 Penalty: 4984.783203
	Iteration 59Q: 3 clusters Score -4773630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4773620.000000 Penalty: 4984.783203
	Iteration 60F: 3 clusters Score -4773620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4773622.000000 Penalty: 4984.783203
	Iteration 61Q: 3 clusters Score -4773622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4773620.000000 Penalty: 4984.783203
	Iteration 62Q: 3 clusters Score -4773620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4773616.000000 Penalty: 4984.783203
	Iteration 63Q: 3 clusters Score -4773616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4773607.500000 Penalty: 4984.783203
	Iteration 64Q: 3 clusters Score -4773608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4773618.000000 Penalty: 4984.783203
	Iteration 65Q: 3 clusters Score -4773618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -4773609.500000 Penalty: 4984.783203
	Iteration 66Q: 3 clusters Score -4773610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4773610.500000 Penalty: 4984.783203
	Iteration 67Q: 3 clusters Score -4773610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4773605.500000 Penalty: 4984.783203
	Iteration 68Q: 3 clusters Score -4773606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -4773605.500000 Penalty: 4984.783203
	Iteration 69Q: 3 clusters Score -4773606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4773595.000000 Penalty: 4984.783203
	Iteration 70Q: 3 clusters Score -4773595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4773604.000000 Penalty: 4984.783203
	Iteration 71Q: 3 clusters Score -4773604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4773614.500000 Penalty: 4984.783203
	Iteration 72Q: 3 clusters Score -4773614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4773611.000000 Penalty: 4984.783203
	Iteration 73Q: 3 clusters Score -4773611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4773608.500000 Penalty: 4984.783203
	Iteration 74Q: 3 clusters Score -4773608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4773608.000000 Penalty: 4984.783203
	Iteration 75Q: 3 clusters Score -4773608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -4773613.500000 Penalty: 4984.783203
	Iteration 76Q: 3 clusters Score -4773614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4773601.000000 Penalty: 4984.783203
	Iteration 77Q: 3 clusters Score -4773601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4773598.500000 Penalty: 4984.783203
	Iteration 78Q: 3 clusters Score -4773598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4773602.500000 Penalty: 4984.783203
	Iteration 79Q: 3 clusters Score -4773602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4773607.500000 Penalty: 4984.783203
	Iteration 80F: 3 clusters Score -4773608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4773612.500000 Penalty: 4984.783203
	Iteration 81Q: 3 clusters Score -4773612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4773609.000000 Penalty: 4984.783203
	Iteration 82Q: 3 clusters Score -4773609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4773606.000000 Penalty: 4984.783203
	Iteration 83Q: 3 clusters Score -4773606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4773616.000000 Penalty: 4984.783203
	Iteration 84Q: 3 clusters Score -4773616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -4773622.000000 Penalty: 4984.783203
	Iteration 85Q: 3 clusters Score -4773622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4773625.500000 Penalty: 4984.783203
	Iteration 86Q: 3 clusters Score -4773626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4773623.500000 Penalty: 4984.783203
	Iteration 87Q: 3 clusters Score -4773624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4773620.500000 Penalty: 4984.783203
	Iteration 88Q: 3 clusters Score -4773620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -4773615.500000 Penalty: 4984.783203
	Iteration 89Q: 3 clusters Score -4773616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4773607.500000 Penalty: 4984.783203
	Iteration 90Q: 3 clusters Score -4773608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4773614.000000 Penalty: 4984.783203
	Iteration 91Q: 3 clusters Score -4773614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4773610.000000 Penalty: 4984.783203
	Iteration 92Q: 3 clusters Score -4773610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4773600.500000 Penalty: 4984.783203
	Iteration 93Q: 3 clusters Score -4773600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4773609.500000 Penalty: 4984.783203
	Iteration 94Q: 3 clusters Score -4773610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -4773609.000000 Penalty: 4984.783203
	Iteration 95Q: 3 clusters Score -4773609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4773609.000000 Penalty: 4984.783203
	Iteration 96Q: 3 clusters Score -4773609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4773608.000000 Penalty: 4984.783203
	Iteration 97Q: 3 clusters Score -4773608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4773610.000000 Penalty: 4984.783203
	Iteration 98Q: 3 clusters Score -4773610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4773610.500000 Penalty: 4984.783203
	Iteration 99Q: 3 clusters Score -4773610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4773608.500000 Penalty: 4984.783203
	Iteration 100F: 3 clusters Score -4773608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4773607.500000 Penalty: 4984.783203
	Iteration 101Q: 3 clusters Score -4773608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4773607.000000 Penalty: 4984.783203
	Iteration 102Q: 3 clusters Score -4773607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4773607.000000 Penalty: 4984.783203
	Iteration 103F: 3 clusters Score -4773607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -86474.359375 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -86474.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84994.148438 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -84994.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -85154.968750 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -85154.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -85204.726562 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -85204.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -85226.273438 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -85226.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85238.703125 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -85238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -85249.828125 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -85249.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85259.585938 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -85259.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -85268.023438 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -85268.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -85282.687500 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -85282.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85300.765625 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -85300.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -85328.226562 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -85328.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85361.320312 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -85361.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -85364.414062 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -85364.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85366.125000 Penalty: 3064.260254
	Iteration 13Q: 3 clusters Score -85366.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85366.125000 Penalty: 3064.260254
	Iteration 14F: 3 clusters Score -85366.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (23552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Entering Unmasked Estep 
Score: -4613346.000000 Penalty: 2496.607666
	Iteration 0F: 2 clusters Score -4613346 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 11829 members 
Entering Unmasked Estep 
Score: -4597193.000000 Penalty: 4993.215332
	Iteration 0F: 3 clusters Score -4597193 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4602815.000000 Penalty: 4993.215332
	Iteration 1F: 3 clusters Score -4602815 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -4603180.000000 Penalty: 4993.215332
	Iteration 2Q: 3 clusters Score -4603180 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4603430.000000 Penalty: 4993.215332
	Iteration 3Q: 3 clusters Score -4603430 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4603664.500000 Penalty: 4993.215332
	Iteration 4Q: 3 clusters Score -4603664 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4603853.500000 Penalty: 4993.215332
	Iteration 5Q: 3 clusters Score -4603854 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4604008.500000 Penalty: 4993.215332
	Iteration 6Q: 3 clusters Score -4604008 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -4604231.000000 Penalty: 4993.215332
	Iteration 7Q: 3 clusters Score -4604231 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -4604418.500000 Penalty: 4993.215332
	Iteration 8Q: 3 clusters Score -4604418 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4604704.000000 Penalty: 4993.215332
	Iteration 9Q: 3 clusters Score -4604704 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -4605029.000000 Penalty: 4993.215332
	Iteration 10Q: 3 clusters Score -4605029 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4605555.500000 Penalty: 4993.215332
	Iteration 11Q: 3 clusters Score -4605556 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4606243.000000 Penalty: 4993.215332
	Iteration 12Q: 3 clusters Score -4606243 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4607082.000000 Penalty: 4993.215332
	Iteration 13F: 3 clusters Score -4607082 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -4607953.500000 Penalty: 4993.215332
	Iteration 14F: 3 clusters Score -4607954 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4608798.500000 Penalty: 4993.215332
	Iteration 15Q: 3 clusters Score -4608798 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4609502.000000 Penalty: 4993.215332
	Iteration 16Q: 3 clusters Score -4609502 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4610055.000000 Penalty: 4993.215332
	Iteration 17Q: 3 clusters Score -4610055 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4610415.000000 Penalty: 4993.215332
	Iteration 18Q: 3 clusters Score -4610415 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4610648.500000 Penalty: 4993.215332
	Iteration 19Q: 3 clusters Score -4610648 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4610818.000000 Penalty: 4993.215332
	Iteration 20F: 3 clusters Score -4610818 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4610914.500000 Penalty: 4993.215332
	Iteration 21Q: 3 clusters Score -4610914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4610987.000000 Penalty: 4993.215332
	Iteration 22Q: 3 clusters Score -4610987 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4611025.500000 Penalty: 4993.215332
	Iteration 23Q: 3 clusters Score -4611026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4611059.500000 Penalty: 4993.215332
	Iteration 24Q: 3 clusters Score -4611060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4611081.000000 Penalty: 4993.215332
	Iteration 25Q: 3 clusters Score -4611081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4611089.500000 Penalty: 4993.215332
	Iteration 26Q: 3 clusters Score -4611090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4611099.000000 Penalty: 4993.215332
	Iteration 27Q: 3 clusters Score -4611099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4611100.000000 Penalty: 4993.215332
	Iteration 28Q: 3 clusters Score -4611100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4611113.500000 Penalty: 4993.215332
	Iteration 29Q: 3 clusters Score -4611114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -4611116.500000 Penalty: 4993.215332
	Iteration 30Q: 3 clusters Score -4611116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4611117.000000 Penalty: 4993.215332
	Iteration 31Q: 3 clusters Score -4611117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4611127.500000 Penalty: 4993.215332
	Iteration 32Q: 3 clusters Score -4611128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4611126.500000 Penalty: 4993.215332
	Iteration 33Q: 3 clusters Score -4611126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4611136.000000 Penalty: 4993.215332
	Iteration 34Q: 3 clusters Score -4611136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4611135.500000 Penalty: 4993.215332
	Iteration 35Q: 3 clusters Score -4611136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4611142.000000 Penalty: 4993.215332
	Iteration 36Q: 3 clusters Score -4611142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4611143.500000 Penalty: 4993.215332
	Iteration 37Q: 3 clusters Score -4611144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4611148.500000 Penalty: 4993.215332
	Iteration 38Q: 3 clusters Score -4611148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -4611147.000000 Penalty: 4993.215332
	Iteration 39Q: 3 clusters Score -4611147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4611147.000000 Penalty: 4993.215332
	Iteration 40F: 3 clusters Score -4611147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4611147.500000 Penalty: 4993.215332
	Iteration 41Q: 3 clusters Score -4611148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4611150.000000 Penalty: 4993.215332
	Iteration 42Q: 3 clusters Score -4611150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4611153.000000 Penalty: 4993.215332
	Iteration 43Q: 3 clusters Score -4611153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4611153.000000 Penalty: 4993.215332
	Iteration 44F: 3 clusters Score -4611153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Entering Unmasked Estep 
Score: -5135312.000000 Penalty: 2512.503174
	Iteration 0F: 2 clusters Score -5135312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5119575.000000 Penalty: 5025.006348
	Iteration 0F: 3 clusters Score -5119575 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5125557.500000 Penalty: 5025.006348
	Iteration 1F: 3 clusters Score -5125558 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5126047.500000 Penalty: 5025.006348
	Iteration 2F: 3 clusters Score -5126048 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5126386.000000 Penalty: 5025.006348
	Iteration 3Q: 3 clusters Score -5126386 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -5126717.000000 Penalty: 5025.006348
	Iteration 4Q: 3 clusters Score -5126717 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5127013.500000 Penalty: 5025.006348
	Iteration 5Q: 3 clusters Score -5127014 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5127231.000000 Penalty: 5025.006348
	Iteration 6Q: 3 clusters Score -5127231 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -5127424.000000 Penalty: 5025.006348
	Iteration 7Q: 3 clusters Score -5127424 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5127588.500000 Penalty: 5025.006348
	Iteration 8Q: 3 clusters Score -5127588 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -5127739.500000 Penalty: 5025.006348
	Iteration 9Q: 3 clusters Score -5127740 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5127856.500000 Penalty: 5025.006348
	Iteration 10Q: 3 clusters Score -5127856 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5127958.500000 Penalty: 5025.006348
	Iteration 11Q: 3 clusters Score -5127958 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5128039.500000 Penalty: 5025.006348
	Iteration 12Q: 3 clusters Score -5128040 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -5128154.500000 Penalty: 5025.006348
	Iteration 13Q: 3 clusters Score -5128154 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5128340.000000 Penalty: 5025.006348
	Iteration 14Q: 3 clusters Score -5128340 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -5128588.500000 Penalty: 5025.006348
	Iteration 15Q: 3 clusters Score -5128588 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -5128969.500000 Penalty: 5025.006348
	Iteration 16Q: 3 clusters Score -5128970 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5129620.500000 Penalty: 5025.006348
	Iteration 17Q: 3 clusters Score -5129620 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -5130305.500000 Penalty: 5025.006348
	Iteration 18Q: 3 clusters Score -5130306 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5130792.000000 Penalty: 5025.006348
	Iteration 19Q: 3 clusters Score -5130792 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -5131172.500000 Penalty: 5025.006348
	Iteration 20F: 3 clusters Score -5131172 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5131391.000000 Penalty: 5025.006348
	Iteration 21Q: 3 clusters Score -5131391 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -5131541.000000 Penalty: 5025.006348
	Iteration 22Q: 3 clusters Score -5131541 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -5131698.500000 Penalty: 5025.006348
	Iteration 23Q: 3 clusters Score -5131698 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -5131876.500000 Penalty: 5025.006348
	Iteration 24Q: 3 clusters Score -5131876 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -5132093.500000 Penalty: 5025.006348
	Iteration 25Q: 3 clusters Score -5132094 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -5132275.500000 Penalty: 5025.006348
	Iteration 26Q: 3 clusters Score -5132276 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -5132404.000000 Penalty: 5025.006348
	Iteration 27Q: 3 clusters Score -5132404 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -5132583.000000 Penalty: 5025.006348
	Iteration 28Q: 3 clusters Score -5132583 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5132725.500000 Penalty: 5025.006348
	Iteration 29Q: 3 clusters Score -5132726 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -5132819.500000 Penalty: 5025.006348
	Iteration 30Q: 3 clusters Score -5132820 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -5132876.000000 Penalty: 5025.006348
	Iteration 31Q: 3 clusters Score -5132876 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5132915.000000 Penalty: 5025.006348
	Iteration 32Q: 3 clusters Score -5132915 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5132951.500000 Penalty: 5025.006348
	Iteration 33Q: 3 clusters Score -5132952 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5132987.500000 Penalty: 5025.006348
	Iteration 34Q: 3 clusters Score -5132988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5132967.500000 Penalty: 5025.006348
	Iteration 35Q: 3 clusters Score -5132968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -5132978.000000 Penalty: 5025.006348
	Iteration 36Q: 3 clusters Score -5132978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5132965.500000 Penalty: 5025.006348
	Iteration 37Q: 3 clusters Score -5132966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5132949.500000 Penalty: 5025.006348
	Iteration 38Q: 3 clusters Score -5132950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5132943.500000 Penalty: 5025.006348
	Iteration 39Q: 3 clusters Score -5132944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5132951.000000 Penalty: 5025.006348
	Iteration 40F: 3 clusters Score -5132951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -5132944.500000 Penalty: 5025.006348
	Iteration 41Q: 3 clusters Score -5132944 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5132927.000000 Penalty: 5025.006348
	Iteration 42Q: 3 clusters Score -5132927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -5132926.500000 Penalty: 5025.006348
	Iteration 43Q: 3 clusters Score -5132926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -5132928.500000 Penalty: 5025.006348
	Iteration 44Q: 3 clusters Score -5132928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -5132905.500000 Penalty: 5025.006348
	Iteration 45Q: 3 clusters Score -5132906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -5132900.500000 Penalty: 5025.006348
	Iteration 46Q: 3 clusters Score -5132900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5132895.000000 Penalty: 5025.006348
	Iteration 47Q: 3 clusters Score -5132895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5132879.500000 Penalty: 5025.006348
	Iteration 48Q: 3 clusters Score -5132880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5132884.500000 Penalty: 5025.006348
	Iteration 49Q: 3 clusters Score -5132884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -5132889.500000 Penalty: 5025.006348
	Iteration 50Q: 3 clusters Score -5132890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5132880.000000 Penalty: 5025.006348
	Iteration 51Q: 3 clusters Score -5132880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5132876.500000 Penalty: 5025.006348
	Iteration 52Q: 3 clusters Score -5132876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -5132876.000000 Penalty: 5025.006348
	Iteration 53Q: 3 clusters Score -5132876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5132870.500000 Penalty: 5025.006348
	Iteration 54Q: 3 clusters Score -5132870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -5132865.500000 Penalty: 5025.006348
	Iteration 55Q: 3 clusters Score -5132866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5132868.500000 Penalty: 5025.006348
	Iteration 56Q: 3 clusters Score -5132868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5132868.500000 Penalty: 5025.006348
	Iteration 57Q: 3 clusters Score -5132868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5132889.500000 Penalty: 5025.006348
	Iteration 58Q: 3 clusters Score -5132890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5132879.000000 Penalty: 5025.006348
	Iteration 59Q: 3 clusters Score -5132879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5132893.500000 Penalty: 5025.006348
	Iteration 60F: 3 clusters Score -5132894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5132888.500000 Penalty: 5025.006348
	Iteration 61Q: 3 clusters Score -5132888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5132886.500000 Penalty: 5025.006348
	Iteration 62Q: 3 clusters Score -5132886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -5132875.500000 Penalty: 5025.006348
	Iteration 63Q: 3 clusters Score -5132876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5132872.500000 Penalty: 5025.006348
	Iteration 64Q: 3 clusters Score -5132872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5132873.000000 Penalty: 5025.006348
	Iteration 65Q: 3 clusters Score -5132873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5132862.500000 Penalty: 5025.006348
	Iteration 66Q: 3 clusters Score -5132862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5132888.000000 Penalty: 5025.006348
	Iteration 67Q: 3 clusters Score -5132888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5132890.500000 Penalty: 5025.006348
	Iteration 68Q: 3 clusters Score -5132890 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -5132886.500000 Penalty: 5025.006348
	Iteration 69Q: 3 clusters Score -5132886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5132900.000000 Penalty: 5025.006348
	Iteration 70Q: 3 clusters Score -5132900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5132898.500000 Penalty: 5025.006348
	Iteration 71Q: 3 clusters Score -5132898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -5132895.500000 Penalty: 5025.006348
	Iteration 72Q: 3 clusters Score -5132896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5132903.000000 Penalty: 5025.006348
	Iteration 73Q: 3 clusters Score -5132903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -5132902.000000 Penalty: 5025.006348
	Iteration 74Q: 3 clusters Score -5132902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5132902.500000 Penalty: 5025.006348
	Iteration 75Q: 3 clusters Score -5132902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -5132902.500000 Penalty: 5025.006348
	Iteration 76Q: 3 clusters Score -5132902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5132906.000000 Penalty: 5025.006348
	Iteration 77Q: 3 clusters Score -5132906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -5132881.500000 Penalty: 5025.006348
	Iteration 78Q: 3 clusters Score -5132882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5132868.500000 Penalty: 5025.006348
	Iteration 79Q: 3 clusters Score -5132868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5132869.000000 Penalty: 5025.006348
	Iteration 80F: 3 clusters Score -5132869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -5132872.000000 Penalty: 5025.006348
	Iteration 81Q: 3 clusters Score -5132872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -5132862.000000 Penalty: 5025.006348
	Iteration 82Q: 3 clusters Score -5132862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -5132844.500000 Penalty: 5025.006348
	Iteration 83Q: 3 clusters Score -5132844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5132845.000000 Penalty: 5025.006348
	Iteration 84Q: 3 clusters Score -5132845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5132841.000000 Penalty: 5025.006348
	Iteration 85Q: 3 clusters Score -5132841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -5132846.000000 Penalty: 5025.006348
	Iteration 86Q: 3 clusters Score -5132846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5132851.000000 Penalty: 5025.006348
	Iteration 87Q: 3 clusters Score -5132851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5132829.500000 Penalty: 5025.006348
	Iteration 88Q: 3 clusters Score -5132830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5132809.500000 Penalty: 5025.006348
	Iteration 89Q: 3 clusters Score -5132810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5132823.000000 Penalty: 5025.006348
	Iteration 90Q: 3 clusters Score -5132823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5132824.500000 Penalty: 5025.006348
	Iteration 91Q: 3 clusters Score -5132824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5132816.000000 Penalty: 5025.006348
	Iteration 92Q: 3 clusters Score -5132816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -5132826.000000 Penalty: 5025.006348
	Iteration 93Q: 3 clusters Score -5132826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5132822.000000 Penalty: 5025.006348
	Iteration 94Q: 3 clusters Score -5132822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5132807.500000 Penalty: 5025.006348
	Iteration 95Q: 3 clusters Score -5132808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5132832.000000 Penalty: 5025.006348
	Iteration 96Q: 3 clusters Score -5132832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -5132831.000000 Penalty: 5025.006348
	Iteration 97Q: 3 clusters Score -5132831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5132815.000000 Penalty: 5025.006348
	Iteration 98Q: 3 clusters Score -5132815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5132811.500000 Penalty: 5025.006348
	Iteration 99Q: 3 clusters Score -5132812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5132809.500000 Penalty: 5025.006348
	Iteration 100F: 3 clusters Score -5132810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5132803.500000 Penalty: 5025.006348
	Iteration 101Q: 3 clusters Score -5132804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5132796.500000 Penalty: 5025.006348
	Iteration 102Q: 3 clusters Score -5132796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5132790.000000 Penalty: 5025.006348
	Iteration 103Q: 3 clusters Score -5132790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5132784.500000 Penalty: 5025.006348
	Iteration 104Q: 3 clusters Score -5132784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5132793.500000 Penalty: 5025.006348
	Iteration 105Q: 3 clusters Score -5132794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5132787.000000 Penalty: 5025.006348
	Iteration 106Q: 3 clusters Score -5132787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -5132792.500000 Penalty: 5025.006348
	Iteration 107Q: 3 clusters Score -5132792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5132790.500000 Penalty: 5025.006348
	Iteration 108Q: 3 clusters Score -5132790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5132797.500000 Penalty: 5025.006348
	Iteration 109Q: 3 clusters Score -5132798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5132785.500000 Penalty: 5025.006348
	Iteration 110Q: 3 clusters Score -5132786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5132787.000000 Penalty: 5025.006348
	Iteration 111Q: 3 clusters Score -5132787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5132788.500000 Penalty: 5025.006348
	Iteration 112Q: 3 clusters Score -5132788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5132784.500000 Penalty: 5025.006348
	Iteration 113Q: 3 clusters Score -5132784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5132781.000000 Penalty: 5025.006348
	Iteration 114Q: 3 clusters Score -5132781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5132781.000000 Penalty: 5025.006348
	Iteration 115F: 3 clusters Score -5132781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20872.068359 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20872.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20958.169922 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20958.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20969.310547 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20969.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20969.310547 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -20969.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (13892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Entering Unmasked Estep 
Score: -2832525.500000 Penalty: 2365.688965
	Iteration 0F: 2 clusters Score -2832526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2822726.000000 Penalty: 4731.377930
	Iteration 0F: 3 clusters Score -2822726 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2825805.750000 Penalty: 4731.377930
	Iteration 1F: 3 clusters Score -2825806 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2826102.000000 Penalty: 4731.377930
	Iteration 2F: 3 clusters Score -2826102 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2826342.750000 Penalty: 4731.377930
	Iteration 3Q: 3 clusters Score -2826343 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2826563.500000 Penalty: 4731.377930
	Iteration 4Q: 3 clusters Score -2826564 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2826778.000000 Penalty: 4731.377930
	Iteration 5Q: 3 clusters Score -2826778 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2827052.750000 Penalty: 4731.377930
	Iteration 6Q: 3 clusters Score -2827053 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2827345.500000 Penalty: 4731.377930
	Iteration 7Q: 3 clusters Score -2827346 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2827649.750000 Penalty: 4731.377930
	Iteration 8Q: 3 clusters Score -2827650 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2827989.000000 Penalty: 4731.377930
	Iteration 9Q: 3 clusters Score -2827989 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2828342.000000 Penalty: 4731.377930
	Iteration 10Q: 3 clusters Score -2828342 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2828797.750000 Penalty: 4731.377930
	Iteration 11Q: 3 clusters Score -2828798 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2829287.500000 Penalty: 4731.377930
	Iteration 12Q: 3 clusters Score -2829288 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2829666.500000 Penalty: 4731.377930
	Iteration 13Q: 3 clusters Score -2829666 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2829963.500000 Penalty: 4731.377930
	Iteration 14Q: 3 clusters Score -2829964 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2830161.250000 Penalty: 4731.377930
	Iteration 15Q: 3 clusters Score -2830161 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2830297.750000 Penalty: 4731.377930
	Iteration 16Q: 3 clusters Score -2830298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2830376.000000 Penalty: 4731.377930
	Iteration 17Q: 3 clusters Score -2830376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2830421.000000 Penalty: 4731.377930
	Iteration 18Q: 3 clusters Score -2830421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2830466.250000 Penalty: 4731.377930
	Iteration 19Q: 3 clusters Score -2830466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2830494.500000 Penalty: 4731.377930
	Iteration 20F: 3 clusters Score -2830494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2830528.500000 Penalty: 4731.377930
	Iteration 21Q: 3 clusters Score -2830528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2830549.500000 Penalty: 4731.377930
	Iteration 22Q: 3 clusters Score -2830550 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2830559.250000 Penalty: 4731.377930
	Iteration 23Q: 3 clusters Score -2830559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2830571.250000 Penalty: 4731.377930
	Iteration 24Q: 3 clusters Score -2830571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2830576.500000 Penalty: 4731.377930
	Iteration 25Q: 3 clusters Score -2830576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2830579.500000 Penalty: 4731.377930
	Iteration 26Q: 3 clusters Score -2830580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2830589.500000 Penalty: 4731.377930
	Iteration 27Q: 3 clusters Score -2830590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2830595.750000 Penalty: 4731.377930
	Iteration 28Q: 3 clusters Score -2830596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2830599.500000 Penalty: 4731.377930
	Iteration 29Q: 3 clusters Score -2830600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2830597.500000 Penalty: 4731.377930
	Iteration 30Q: 3 clusters Score -2830598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2830605.250000 Penalty: 4731.377930
	Iteration 31Q: 3 clusters Score -2830605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2830605.500000 Penalty: 4731.377930
	Iteration 32Q: 3 clusters Score -2830606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2830612.250000 Penalty: 4731.377930
	Iteration 33Q: 3 clusters Score -2830612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2830614.250000 Penalty: 4731.377930
	Iteration 34Q: 3 clusters Score -2830614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2830608.250000 Penalty: 4731.377930
	Iteration 35Q: 3 clusters Score -2830608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2830614.750000 Penalty: 4731.377930
	Iteration 36Q: 3 clusters Score -2830615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2830624.250000 Penalty: 4731.377930
	Iteration 37Q: 3 clusters Score -2830624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2830629.000000 Penalty: 4731.377930
	Iteration 38Q: 3 clusters Score -2830629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2830623.250000 Penalty: 4731.377930
	Iteration 39Q: 3 clusters Score -2830623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2830623.750000 Penalty: 4731.377930
	Iteration 40F: 3 clusters Score -2830624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2830623.250000 Penalty: 4731.377930
	Iteration 41Q: 3 clusters Score -2830623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2830616.000000 Penalty: 4731.377930
	Iteration 42Q: 3 clusters Score -2830616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2830618.500000 Penalty: 4731.377930
	Iteration 43Q: 3 clusters Score -2830618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2830626.000000 Penalty: 4731.377930
	Iteration 44Q: 3 clusters Score -2830626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2830625.500000 Penalty: 4731.377930
	Iteration 45Q: 3 clusters Score -2830626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2830632.750000 Penalty: 4731.377930
	Iteration 46Q: 3 clusters Score -2830633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2830626.750000 Penalty: 4731.377930
	Iteration 47Q: 3 clusters Score -2830627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2830631.500000 Penalty: 4731.377930
	Iteration 48Q: 3 clusters Score -2830632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2830635.000000 Penalty: 4731.377930
	Iteration 49Q: 3 clusters Score -2830635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2830630.500000 Penalty: 4731.377930
	Iteration 50Q: 3 clusters Score -2830630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2830624.500000 Penalty: 4731.377930
	Iteration 51Q: 3 clusters Score -2830624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2830629.500000 Penalty: 4731.377930
	Iteration 52Q: 3 clusters Score -2830630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2830628.750000 Penalty: 4731.377930
	Iteration 53Q: 3 clusters Score -2830629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2830630.000000 Penalty: 4731.377930
	Iteration 54Q: 3 clusters Score -2830630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2830627.000000 Penalty: 4731.377930
	Iteration 55Q: 3 clusters Score -2830627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2830625.750000 Penalty: 4731.377930
	Iteration 56Q: 3 clusters Score -2830626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2830623.750000 Penalty: 4731.377930
	Iteration 57Q: 3 clusters Score -2830624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2830623.500000 Penalty: 4731.377930
	Iteration 58Q: 3 clusters Score -2830624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2830626.000000 Penalty: 4731.377930
	Iteration 59Q: 3 clusters Score -2830626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2830625.250000 Penalty: 4731.377930
	Iteration 60F: 3 clusters Score -2830625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (30100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Entering Unmasked Estep 
Score: -5799533.500000 Penalty: 2557.445557
	Iteration 0F: 2 clusters Score -5799534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -5780197.000000 Penalty: 5114.891113
	Iteration 0F: 3 clusters Score -5780197 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5787539.500000 Penalty: 5114.891113
	Iteration 1F: 3 clusters Score -5787540 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5788057.500000 Penalty: 5114.891113
	Iteration 2Q: 3 clusters Score -5788058 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5788453.500000 Penalty: 5114.891113
	Iteration 3Q: 3 clusters Score -5788454 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -5788790.000000 Penalty: 5114.891113
	Iteration 4Q: 3 clusters Score -5788790 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5789116.000000 Penalty: 5114.891113
	Iteration 5Q: 3 clusters Score -5789116 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5789472.500000 Penalty: 5114.891113
	Iteration 6Q: 3 clusters Score -5789472 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -5789857.000000 Penalty: 5114.891113
	Iteration 7Q: 3 clusters Score -5789857 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5790342.500000 Penalty: 5114.891113
	Iteration 8Q: 3 clusters Score -5790342 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5791032.000000 Penalty: 5114.891113
	Iteration 9Q: 3 clusters Score -5791032 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -5791986.500000 Penalty: 5114.891113
	Iteration 10Q: 3 clusters Score -5791986 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5793087.500000 Penalty: 5114.891113
	Iteration 11F: 3 clusters Score -5793088 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5793922.000000 Penalty: 5114.891113
	Iteration 12Q: 3 clusters Score -5793922 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5794335.000000 Penalty: 5114.891113
	Iteration 13Q: 3 clusters Score -5794335 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5794500.000000 Penalty: 5114.891113
	Iteration 14Q: 3 clusters Score -5794500 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5794562.000000 Penalty: 5114.891113
	Iteration 15Q: 3 clusters Score -5794562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5794588.500000 Penalty: 5114.891113
	Iteration 16Q: 3 clusters Score -5794588 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -5794621.500000 Penalty: 5114.891113
	Iteration 17Q: 3 clusters Score -5794622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5794640.500000 Penalty: 5114.891113
	Iteration 18Q: 3 clusters Score -5794640 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5794647.000000 Penalty: 5114.891113
	Iteration 19Q: 3 clusters Score -5794647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -5794675.500000 Penalty: 5114.891113
	Iteration 20F: 3 clusters Score -5794676 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -5794693.500000 Penalty: 5114.891113
	Iteration 21Q: 3 clusters Score -5794694 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5794709.500000 Penalty: 5114.891113
	Iteration 22Q: 3 clusters Score -5794710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5794711.000000 Penalty: 5114.891113
	Iteration 23Q: 3 clusters Score -5794711 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5794712.000000 Penalty: 5114.891113
	Iteration 24Q: 3 clusters Score -5794712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5794723.000000 Penalty: 5114.891113
	Iteration 25Q: 3 clusters Score -5794723 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5794721.500000 Penalty: 5114.891113
	Iteration 26Q: 3 clusters Score -5794722 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -5794746.500000 Penalty: 5114.891113
	Iteration 27Q: 3 clusters Score -5794746 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5794768.500000 Penalty: 5114.891113
	Iteration 28Q: 3 clusters Score -5794768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -5794775.000000 Penalty: 5114.891113
	Iteration 29Q: 3 clusters Score -5794775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5794788.000000 Penalty: 5114.891113
	Iteration 30Q: 3 clusters Score -5794788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5794796.000000 Penalty: 5114.891113
	Iteration 31Q: 3 clusters Score -5794796 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -5794825.000000 Penalty: 5114.891113
	Iteration 32Q: 3 clusters Score -5794825 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5794826.000000 Penalty: 5114.891113
	Iteration 33Q: 3 clusters Score -5794826 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5794882.000000 Penalty: 5114.891113
	Iteration 34Q: 3 clusters Score -5794882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5794874.500000 Penalty: 5114.891113
	Iteration 35Q: 3 clusters Score -5794874 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5794915.000000 Penalty: 5114.891113
	Iteration 36Q: 3 clusters Score -5794915 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5794954.500000 Penalty: 5114.891113
	Iteration 37Q: 3 clusters Score -5794954 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5794955.000000 Penalty: 5114.891113
	Iteration 38Q: 3 clusters Score -5794955 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5794964.500000 Penalty: 5114.891113
	Iteration 39Q: 3 clusters Score -5794964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5795000.500000 Penalty: 5114.891113
	Iteration 40F: 3 clusters Score -5795000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5795032.500000 Penalty: 5114.891113
	Iteration 41Q: 3 clusters Score -5795032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5795055.000000 Penalty: 5114.891113
	Iteration 42Q: 3 clusters Score -5795055 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5795031.500000 Penalty: 5114.891113
	Iteration 43Q: 3 clusters Score -5795032 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5795060.000000 Penalty: 5114.891113
	Iteration 44Q: 3 clusters Score -5795060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5795077.000000 Penalty: 5114.891113
	Iteration 45Q: 3 clusters Score -5795077 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -5795107.500000 Penalty: 5114.891113
	Iteration 46Q: 3 clusters Score -5795108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5795110.000000 Penalty: 5114.891113
	Iteration 47Q: 3 clusters Score -5795110 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -5795114.000000 Penalty: 5114.891113
	Iteration 48Q: 3 clusters Score -5795114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5795120.000000 Penalty: 5114.891113
	Iteration 49Q: 3 clusters Score -5795120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -5795108.000000 Penalty: 5114.891113
	Iteration 50Q: 3 clusters Score -5795108 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -5795112.000000 Penalty: 5114.891113
	Iteration 51Q: 3 clusters Score -5795112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5795145.500000 Penalty: 5114.891113
	Iteration 52Q: 3 clusters Score -5795146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -5795142.000000 Penalty: 5114.891113
	Iteration 53Q: 3 clusters Score -5795142 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -5795130.000000 Penalty: 5114.891113
	Iteration 54Q: 3 clusters Score -5795130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5795134.000000 Penalty: 5114.891113
	Iteration 55Q: 3 clusters Score -5795134 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5795144.000000 Penalty: 5114.891113
	Iteration 56Q: 3 clusters Score -5795144 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -5795134.000000 Penalty: 5114.891113
	Iteration 57Q: 3 clusters Score -5795134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5795139.500000 Penalty: 5114.891113
	Iteration 58Q: 3 clusters Score -5795140 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5795146.000000 Penalty: 5114.891113
	Iteration 59Q: 3 clusters Score -5795146 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -5795150.000000 Penalty: 5114.891113
	Iteration 60F: 3 clusters Score -5795150 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5795135.500000 Penalty: 5114.891113
	Iteration 61Q: 3 clusters Score -5795136 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5795146.500000 Penalty: 5114.891113
	Iteration 62Q: 3 clusters Score -5795146 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -5795152.500000 Penalty: 5114.891113
	Iteration 63Q: 3 clusters Score -5795152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -5795164.500000 Penalty: 5114.891113
	Iteration 64Q: 3 clusters Score -5795164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5795165.500000 Penalty: 5114.891113
	Iteration 65Q: 3 clusters Score -5795166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5795178.500000 Penalty: 5114.891113
	Iteration 66Q: 3 clusters Score -5795178 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -5795204.500000 Penalty: 5114.891113
	Iteration 67Q: 3 clusters Score -5795204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5795199.000000 Penalty: 5114.891113
	Iteration 68Q: 3 clusters Score -5795199 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5795233.000000 Penalty: 5114.891113
	Iteration 69Q: 3 clusters Score -5795233 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -5795240.500000 Penalty: 5114.891113
	Iteration 70Q: 3 clusters Score -5795240 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5795254.500000 Penalty: 5114.891113
	Iteration 71Q: 3 clusters Score -5795254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5795266.000000 Penalty: 5114.891113
	Iteration 72Q: 3 clusters Score -5795266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5795290.500000 Penalty: 5114.891113
	Iteration 73Q: 3 clusters Score -5795290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5795298.500000 Penalty: 5114.891113
	Iteration 74Q: 3 clusters Score -5795298 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -5795338.500000 Penalty: 5114.891113
	Iteration 75Q: 3 clusters Score -5795338 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -5795331.500000 Penalty: 5114.891113
	Iteration 76Q: 3 clusters Score -5795332 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5795345.000000 Penalty: 5114.891113
	Iteration 77Q: 3 clusters Score -5795345 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5795376.500000 Penalty: 5114.891113
	Iteration 78Q: 3 clusters Score -5795376 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -5795385.500000 Penalty: 5114.891113
	Iteration 79Q: 3 clusters Score -5795386 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5795398.500000 Penalty: 5114.891113
	Iteration 80F: 3 clusters Score -5795398 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -5795410.000000 Penalty: 5114.891113
	Iteration 81Q: 3 clusters Score -5795410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5795442.500000 Penalty: 5114.891113
	Iteration 82Q: 3 clusters Score -5795442 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5795457.500000 Penalty: 5114.891113
	Iteration 83Q: 3 clusters Score -5795458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -5795467.000000 Penalty: 5114.891113
	Iteration 84Q: 3 clusters Score -5795467 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -5795511.500000 Penalty: 5114.891113
	Iteration 85Q: 3 clusters Score -5795512 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5795530.500000 Penalty: 5114.891113
	Iteration 86Q: 3 clusters Score -5795530 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5795558.500000 Penalty: 5114.891113
	Iteration 87Q: 3 clusters Score -5795558 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5795585.000000 Penalty: 5114.891113
	Iteration 88Q: 3 clusters Score -5795585 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5795580.000000 Penalty: 5114.891113
	Iteration 89Q: 3 clusters Score -5795580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5795615.000000 Penalty: 5114.891113
	Iteration 90Q: 3 clusters Score -5795615 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -5795609.000000 Penalty: 5114.891113
	Iteration 91Q: 3 clusters Score -5795609 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -5795627.500000 Penalty: 5114.891113
	Iteration 92Q: 3 clusters Score -5795628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5795653 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5795682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5795684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5795694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5795718 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5795721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5795744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5795758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5795774 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5795770 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5795771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5795774 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5795782 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5795792 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5795792 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5795794 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5795825 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5795828 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5795850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5795838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5795836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5795839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5795854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5795885 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5795894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5795908 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5795910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -5795916.000000 Penalty: 5114.891113
	Iteration 120F: 3 clusters Score -5795916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5795912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -5795917.500000 Penalty: 5114.891113
	Iteration 122Q: 3 clusters Score -5795918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5795916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5795917 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5795932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5795938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5795926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5795950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -5795940.500000 Penalty: 5114.891113
	Iteration 129Q: 3 clusters Score -5795940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5795952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5795956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5795960 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5795977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5795978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5796007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5796038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5796067 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5796104 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5796158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5796236 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5796324 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5796372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5796472 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5796587 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5796726 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5796838 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5796978 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5797125 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5797228 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5797338 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5797460 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5797534 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5797575 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5797642 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5797677 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5797707 nChanged 176
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Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5797718 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5797728 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5797720 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5797741 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5797746 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5797752 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5797789 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5797808 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5797806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5797806 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5797802 nChanged 56
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Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5797789 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5797796 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5797783 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5797788 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28449 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5797790 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5797802 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5797796 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5797807 nChanged 18
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Mstep: Class 1 contains 28531 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5797812 nChanged 18
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Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5797808 nChanged 16
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Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5797804 nChanged 11
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Mstep: Class 1 contains 28572 members 
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Entering Unmasked Estep 
Score: -5797814.500000 Penalty: 5114.891113
	Iteration 179Q: 3 clusters Score -5797814 nChanged 15
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Mstep: Class 1 contains 28583 members 
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Entering Unmasked Estep 
Score: -5797812.500000 Penalty: 5114.891113
	Iteration 180F: 3 clusters Score -5797812 nChanged 14
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Mstep: Class 1 contains 28597 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5797804 nChanged 15
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Mstep: Class 1 contains 28610 members 
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Entering Unmasked Estep 
Score: -5797815.000000 Penalty: 5114.891113
	Iteration 182Q: 3 clusters Score -5797815 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28626 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5797826 nChanged 26
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Mstep: Class 1 contains 28652 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5797818 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5797823.500000 Penalty: 5114.891113
	Iteration 185Q: 3 clusters Score -5797824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5797816.500000 Penalty: 5114.891113
	Iteration 186Q: 3 clusters Score -5797816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5797823.500000 Penalty: 5114.891113
	Iteration 187Q: 3 clusters Score -5797824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5797821.500000 Penalty: 5114.891113
	Iteration 188Q: 3 clusters Score -5797822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5797812.500000 Penalty: 5114.891113
	Iteration 189Q: 3 clusters Score -5797812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5797808.500000 Penalty: 5114.891113
	Iteration 190Q: 3 clusters Score -5797808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5797806.000000 Penalty: 5114.891113
	Iteration 191Q: 3 clusters Score -5797806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5797810.000000 Penalty: 5114.891113
	Iteration 192Q: 3 clusters Score -5797810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5797807.500000 Penalty: 5114.891113
	Iteration 193Q: 3 clusters Score -5797808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5797802.500000 Penalty: 5114.891113
	Iteration 194Q: 3 clusters Score -5797802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5114.891113
	Iteration 195Q: 3 clusters Score -5797800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5797804.000000 Penalty: 5114.891113
	Iteration 196Q: 3 clusters Score -5797804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5114.891113
	Iteration 197Q: 3 clusters Score -5797800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5797799.000000 Penalty: 5114.891113
	Iteration 198Q: 3 clusters Score -5797799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5797800.000000 Penalty: 5114.891113
	Iteration 199Q: 3 clusters Score -5797800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5797801.000000 Penalty: 5114.891113
	Iteration 200F: 3 clusters Score -5797801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5797803.000000 Penalty: 5114.891113
	Iteration 201Q: 3 clusters Score -5797803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5797801.000000 Penalty: 5114.891113
	Iteration 202Q: 3 clusters Score -5797801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5797801.500000 Penalty: 5114.891113
	Iteration 203Q: 3 clusters Score -5797802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.891113
	Iteration 204Q: 3 clusters Score -5797806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5797800.000000 Penalty: 5114.891113
	Iteration 205Q: 3 clusters Score -5797800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.891113
	Iteration 206Q: 3 clusters Score -5797806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5797809.000000 Penalty: 5114.891113
	Iteration 207Q: 3 clusters Score -5797809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.891113
	Iteration 208Q: 3 clusters Score -5797806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5797807.000000 Penalty: 5114.891113
	Iteration 209Q: 3 clusters Score -5797807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5797803.000000 Penalty: 5114.891113
	Iteration 210Q: 3 clusters Score -5797803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5797804.000000 Penalty: 5114.891113
	Iteration 211Q: 3 clusters Score -5797804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5797805.000000 Penalty: 5114.891113
	Iteration 212Q: 3 clusters Score -5797805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5114.891113
	Iteration 213Q: 3 clusters Score -5797800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5797799.500000 Penalty: 5114.891113
	Iteration 214Q: 3 clusters Score -5797800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5797805.500000 Penalty: 5114.891113
	Iteration 215Q: 3 clusters Score -5797806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5797798.500000 Penalty: 5114.891113
	Iteration 216Q: 3 clusters Score -5797798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5797798.000000 Penalty: 5114.891113
	Iteration 217Q: 3 clusters Score -5797798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5797797.000000 Penalty: 5114.891113
	Iteration 218Q: 3 clusters Score -5797797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.891113
	Iteration 219Q: 3 clusters Score -5797806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5797812.500000 Penalty: 5114.891113
	Iteration 220F: 3 clusters Score -5797812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5797804.500000 Penalty: 5114.891113
	Iteration 221Q: 3 clusters Score -5797804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5797808.000000 Penalty: 5114.891113
	Iteration 222Q: 3 clusters Score -5797808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5797811.500000 Penalty: 5114.891113
	Iteration 223Q: 3 clusters Score -5797812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5797813.000000 Penalty: 5114.891113
	Iteration 224Q: 3 clusters Score -5797813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5797826.000000 Penalty: 5114.891113
	Iteration 225Q: 3 clusters Score -5797826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5797822.000000 Penalty: 5114.891113
	Iteration 226Q: 3 clusters Score -5797822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5797821.000000 Penalty: 5114.891113
	Iteration 227Q: 3 clusters Score -5797821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5797821.000000 Penalty: 5114.891113
	Iteration 228F: 3 clusters Score -5797821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Entering Unmasked Estep 
Score: -6062003.500000 Penalty: 2567.124756
	Iteration 0F: 2 clusters Score -6062004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -6042999.500000 Penalty: 5134.249512
	Iteration 0F: 3 clusters Score -6043000 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -6050771.000000 Penalty: 5134.249512
	Iteration 1F: 3 clusters Score -6050771 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6051167.000000 Penalty: 5134.249512
	Iteration 2Q: 3 clusters Score -6051167 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -6051512.500000 Penalty: 5134.249512
	Iteration 3Q: 3 clusters Score -6051512 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -6051830.000000 Penalty: 5134.249512
	Iteration 4Q: 3 clusters Score -6051830 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -6052189.000000 Penalty: 5134.249512
	Iteration 5Q: 3 clusters Score -6052189 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -6052567.500000 Penalty: 5134.249512
	Iteration 6Q: 3 clusters Score -6052568 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6052971.500000 Penalty: 5134.249512
	Iteration 7Q: 3 clusters Score -6052972 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -6053429.000000 Penalty: 5134.249512
	Iteration 8Q: 3 clusters Score -6053429 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6054128.000000 Penalty: 5134.249512
	Iteration 9Q: 3 clusters Score -6054128 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -6054990.000000 Penalty: 5134.249512
	Iteration 10F: 3 clusters Score -6054990 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6056374.000000 Penalty: 5134.249512
	Iteration 11F: 3 clusters Score -6056374 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6057513.500000 Penalty: 5134.249512
	Iteration 12F: 3 clusters Score -6057514 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -6058244.000000 Penalty: 5134.249512
	Iteration 13Q: 3 clusters Score -6058244 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -6058690.500000 Penalty: 5134.249512
	Iteration 14Q: 3 clusters Score -6058690 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6058992.000000 Penalty: 5134.249512
	Iteration 15Q: 3 clusters Score -6058992 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6059138.500000 Penalty: 5134.249512
	Iteration 16Q: 3 clusters Score -6059138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6059231.500000 Penalty: 5134.249512
	Iteration 17Q: 3 clusters Score -6059232 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -6059357.000000 Penalty: 5134.249512
	Iteration 18Q: 3 clusters Score -6059357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -6059490.500000 Penalty: 5134.249512
	Iteration 19Q: 3 clusters Score -6059490 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6059586.500000 Penalty: 5134.249512
	Iteration 20F: 3 clusters Score -6059586 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -6059656.500000 Penalty: 5134.249512
	Iteration 21Q: 3 clusters Score -6059656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -6059705.500000 Penalty: 5134.249512
	Iteration 22Q: 3 clusters Score -6059706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6059721.500000 Penalty: 5134.249512
	Iteration 23Q: 3 clusters Score -6059722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6059757.000000 Penalty: 5134.249512
	Iteration 24Q: 3 clusters Score -6059757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -6059771.500000 Penalty: 5134.249512
	Iteration 25Q: 3 clusters Score -6059772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -6059796.500000 Penalty: 5134.249512
	Iteration 26Q: 3 clusters Score -6059796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -6059806.000000 Penalty: 5134.249512
	Iteration 27Q: 3 clusters Score -6059806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -6059814.000000 Penalty: 5134.249512
	Iteration 28Q: 3 clusters Score -6059814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6059809.000000 Penalty: 5134.249512
	Iteration 29Q: 3 clusters Score -6059809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -6059821.000000 Penalty: 5134.249512
	Iteration 30Q: 3 clusters Score -6059821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -6059818.500000 Penalty: 5134.249512
	Iteration 31Q: 3 clusters Score -6059818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -6059830.500000 Penalty: 5134.249512
	Iteration 32Q: 3 clusters Score -6059830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -6059833.500000 Penalty: 5134.249512
	Iteration 33Q: 3 clusters Score -6059834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6059834.500000 Penalty: 5134.249512
	Iteration 34Q: 3 clusters Score -6059834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -6059845.500000 Penalty: 5134.249512
	Iteration 35Q: 3 clusters Score -6059846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -6059830.000000 Penalty: 5134.249512
	Iteration 36Q: 3 clusters Score -6059830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -6059829.500000 Penalty: 5134.249512
	Iteration 37Q: 3 clusters Score -6059830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -6059818.000000 Penalty: 5134.249512
	Iteration 38Q: 3 clusters Score -6059818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6059825.000000 Penalty: 5134.249512
	Iteration 39Q: 3 clusters Score -6059825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -6059830.500000 Penalty: 5134.249512
	Iteration 40F: 3 clusters Score -6059830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6059835.500000 Penalty: 5134.249512
	Iteration 41Q: 3 clusters Score -6059836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6059832.000000 Penalty: 5134.249512
	Iteration 42Q: 3 clusters Score -6059832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -6059832.000000 Penalty: 5134.249512
	Iteration 43F: 3 clusters Score -6059832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Entering Unmasked Estep 
Score: -4460251.000000 Penalty: 2475.070801
	Iteration 0F: 2 clusters Score -4460251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4447411.000000 Penalty: 4950.141602
	Iteration 0F: 3 clusters Score -4447411 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4452523.500000 Penalty: 4950.141602
	Iteration 1F: 3 clusters Score -4452524 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4452866.500000 Penalty: 4950.141602
	Iteration 2Q: 3 clusters Score -4452866 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -4453083.000000 Penalty: 4950.141602
	Iteration 3Q: 3 clusters Score -4453083 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4453280.500000 Penalty: 4950.141602
	Iteration 4Q: 3 clusters Score -4453280 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4453446.500000 Penalty: 4950.141602
	Iteration 5Q: 3 clusters Score -4453446 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4453601.500000 Penalty: 4950.141602
	Iteration 6Q: 3 clusters Score -4453602 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -4453645.500000 Penalty: 4950.141602
	Iteration 7Q: 3 clusters Score -4453646 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4453724.500000 Penalty: 4950.141602
	Iteration 8Q: 3 clusters Score -4453724 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4453777.000000 Penalty: 4950.141602
	Iteration 9Q: 3 clusters Score -4453777 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4453847.500000 Penalty: 4950.141602
	Iteration 10Q: 3 clusters Score -4453848 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4453873.000000 Penalty: 4950.141602
	Iteration 11Q: 3 clusters Score -4453873 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4454049.000000 Penalty: 4950.141602
	Iteration 12Q: 3 clusters Score -4454049 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4454279.500000 Penalty: 4950.141602
	Iteration 13Q: 3 clusters Score -4454280 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4454594.500000 Penalty: 4950.141602
	Iteration 14Q: 3 clusters Score -4454594 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4454959.500000 Penalty: 4950.141602
	Iteration 15Q: 3 clusters Score -4454960 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4455320.500000 Penalty: 4950.141602
	Iteration 16Q: 3 clusters Score -4455320 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4455913.500000 Penalty: 4950.141602
	Iteration 17Q: 3 clusters Score -4455914 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4456456.500000 Penalty: 4950.141602
	Iteration 18Q: 3 clusters Score -4456456 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4456872.000000 Penalty: 4950.141602
	Iteration 19Q: 3 clusters Score -4456872 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4457177.000000 Penalty: 4950.141602
	Iteration 20F: 3 clusters Score -4457177 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4457417.000000 Penalty: 4950.141602
	Iteration 21Q: 3 clusters Score -4457417 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4457605.000000 Penalty: 4950.141602
	Iteration 22Q: 3 clusters Score -4457605 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4457744.500000 Penalty: 4950.141602
	Iteration 23Q: 3 clusters Score -4457744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4457836.500000 Penalty: 4950.141602
	Iteration 24Q: 3 clusters Score -4457836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4457921.500000 Penalty: 4950.141602
	Iteration 25Q: 3 clusters Score -4457922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4457966.500000 Penalty: 4950.141602
	Iteration 26Q: 3 clusters Score -4457966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4458004.500000 Penalty: 4950.141602
	Iteration 27Q: 3 clusters Score -4458004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4458043.000000 Penalty: 4950.141602
	Iteration 28Q: 3 clusters Score -4458043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4458078.000000 Penalty: 4950.141602
	Iteration 29Q: 3 clusters Score -4458078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4458087.500000 Penalty: 4950.141602
	Iteration 30Q: 3 clusters Score -4458088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4458085.500000 Penalty: 4950.141602
	Iteration 31Q: 3 clusters Score -4458086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4458087.500000 Penalty: 4950.141602
	Iteration 32Q: 3 clusters Score -4458088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4458093.500000 Penalty: 4950.141602
	Iteration 33Q: 3 clusters Score -4458094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4458092.500000 Penalty: 4950.141602
	Iteration 34Q: 3 clusters Score -4458092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4458091.000000 Penalty: 4950.141602
	Iteration 35Q: 3 clusters Score -4458091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4458092.500000 Penalty: 4950.141602
	Iteration 36Q: 3 clusters Score -4458092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4458093.000000 Penalty: 4950.141602
	Iteration 37Q: 3 clusters Score -4458093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4458091.500000 Penalty: 4950.141602
	Iteration 38Q: 3 clusters Score -4458092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4458099.000000 Penalty: 4950.141602
	Iteration 39Q: 3 clusters Score -4458099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4458099.000000 Penalty: 4950.141602
	Iteration 40F: 3 clusters Score -4458099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 5481 members 
Mstep: Class 3 contains 18021 members 
Mstep: Class 4 contains 27087 members 
Mstep: Class 5 contains 29395 members 
Mstep: Class 6 contains 4282 members 
Mstep: Class 7 contains 38273 members 
Mstep: Class 8 contains 21926 members 
Mstep: Class 9 contains 34586 members 
Mstep: Class 10 contains 40557 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31163 members 
Mstep: Class 13 contains 22603 members 
Mstep: Class 14 contains 36579 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28196 members 
Mstep: Class 19 contains 24319 members 
Mstep: Class 20 contains 17663 members 
Mstep: Class 21 contains 33945 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36482 members 
Mstep: Class 24 contains 21526 members 
Mstep: Class 25 contains 30866 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31876 members 
Mstep: Class 28 contains 22248 members 
Mstep: Class 29 contains 28787 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2128 members 
Mstep: Class 32 contains 43775 members 
Mstep: Class 33 contains 26162 members 
Mstep: Class 34 contains 24895 members 
Mstep: Class 35 contains 2277 members 
Mstep: Class 36 contains 23204 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23155 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 23552 members 
Mstep: Class 41 contains 25111 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13892 members 
Mstep: Class 44 contains 30100 members 
Mstep: Class 45 contains 31298 members 
Mstep: Class 46 contains 21593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446288.000000 Penalty: 156710.000000
Iteration 159Q: 47 clusters Score -1.774463e+08 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 5472 members 
Mstep: Class 3 contains 17979 members 
Mstep: Class 4 contains 27064 members 
Mstep: Class 5 contains 29283 members 
Mstep: Class 6 contains 4273 members 
Mstep: Class 7 contains 37996 members 
Mstep: Class 8 contains 21951 members 
Mstep: Class 9 contains 34584 members 
Mstep: Class 10 contains 40560 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31152 members 
Mstep: Class 13 contains 22713 members 
Mstep: Class 14 contains 36529 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28250 members 
Mstep: Class 19 contains 24348 members 
Mstep: Class 20 contains 17695 members 
Mstep: Class 21 contains 33976 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36500 members 
Mstep: Class 24 contains 21535 members 
Mstep: Class 25 contains 30768 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31836 members 
Mstep: Class 28 contains 22129 members 
Mstep: Class 29 contains 28760 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2119 members 
Mstep: Class 32 contains 43695 members 
Mstep: Class 33 contains 26131 members 
Mstep: Class 34 contains 24890 members 
Mstep: Class 35 contains 2279 members 
Mstep: Class 36 contains 23212 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23176 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 24321 members 
Mstep: Class 41 contains 25143 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13910 members 
Mstep: Class 44 contains 30026 members 
Mstep: Class 45 contains 31210 members 
Mstep: Class 46 contains 21516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446592.000000 Penalty: 156710.000000
Iteration 160F: 47 clusters Score -1.774466e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 5450 members 
Mstep: Class 3 contains 17953 members 
Mstep: Class 4 contains 27035 members 
Mstep: Class 5 contains 29125 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 37748 members 
Mstep: Class 8 contains 21968 members 
Mstep: Class 9 contains 34581 members 
Mstep: Class 10 contains 40579 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31119 members 
Mstep: Class 13 contains 22757 members 
Mstep: Class 14 contains 36492 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12131 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28312 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 17725 members 
Mstep: Class 21 contains 33989 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36528 members 
Mstep: Class 24 contains 21533 members 
Mstep: Class 25 contains 30648 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31814 members 
Mstep: Class 28 contains 22125 members 
Mstep: Class 29 contains 28682 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2117 members 
Mstep: Class 32 contains 43606 members 
Mstep: Class 33 contains 26104 members 
Mstep: Class 34 contains 24888 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 23212 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23146 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 25211 members 
Mstep: Class 41 contains 25180 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13927 members 
Mstep: Class 44 contains 29929 members 
Mstep: Class 45 contains 31124 members 
Mstep: Class 46 contains 21445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445872.000000 Penalty: 156710.000000
Iteration 161Q: 47 clusters Score -1.774459e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 17938 members 
Mstep: Class 4 contains 26999 members 
Mstep: Class 5 contains 29000 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 37476 members 
Mstep: Class 8 contains 21978 members 
Mstep: Class 9 contains 34574 members 
Mstep: Class 10 contains 40640 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31083 members 
Mstep: Class 13 contains 22822 members 
Mstep: Class 14 contains 36440 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12117 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28402 members 
Mstep: Class 19 contains 24393 members 
Mstep: Class 20 contains 17769 members 
Mstep: Class 21 contains 33976 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 21537 members 
Mstep: Class 25 contains 30524 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31757 members 
Mstep: Class 28 contains 22133 members 
Mstep: Class 29 contains 28581 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2115 members 
Mstep: Class 32 contains 43513 members 
Mstep: Class 33 contains 26100 members 
Mstep: Class 34 contains 24863 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 23198 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23110 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 26121 members 
Mstep: Class 41 contains 25228 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13931 members 
Mstep: Class 44 contains 29853 members 
Mstep: Class 45 contains 31028 members 
Mstep: Class 46 contains 21362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446624.000000 Penalty: 156710.000000
Iteration 162Q: 47 clusters Score -1.774466e+08 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 17943 members 
Mstep: Class 4 contains 26998 members 
Mstep: Class 5 contains 28889 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 37234 members 
Mstep: Class 8 contains 21985 members 
Mstep: Class 9 contains 34553 members 
Mstep: Class 10 contains 40703 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31059 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 36397 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12093 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 28513 members 
Mstep: Class 19 contains 24391 members 
Mstep: Class 20 contains 17829 members 
Mstep: Class 21 contains 33960 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36564 members 
Mstep: Class 24 contains 21533 members 
Mstep: Class 25 contains 30418 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31673 members 
Mstep: Class 28 contains 22149 members 
Mstep: Class 29 contains 28509 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2114 members 
Mstep: Class 32 contains 43368 members 
Mstep: Class 33 contains 26058 members 
Mstep: Class 34 contains 24833 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 23181 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 23023 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 27108 members 
Mstep: Class 41 contains 25251 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13928 members 
Mstep: Class 44 contains 29774 members 
Mstep: Class 45 contains 30924 members 
Mstep: Class 46 contains 21294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447232.000000 Penalty: 156710.000000
Iteration 163Q: 47 clusters Score -1.774472e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 17958 members 
Mstep: Class 4 contains 26993 members 
Mstep: Class 5 contains 28780 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 36995 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 34528 members 
Mstep: Class 10 contains 40755 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31020 members 
Mstep: Class 13 contains 22941 members 
Mstep: Class 14 contains 36322 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12065 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 28593 members 
Mstep: Class 19 contains 24358 members 
Mstep: Class 20 contains 17897 members 
Mstep: Class 21 contains 33953 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36598 members 
Mstep: Class 24 contains 21514 members 
Mstep: Class 25 contains 30272 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31596 members 
Mstep: Class 28 contains 22173 members 
Mstep: Class 29 contains 28414 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 43248 members 
Mstep: Class 33 contains 26040 members 
Mstep: Class 34 contains 24795 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 23184 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22936 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28285 members 
Mstep: Class 41 contains 25274 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13956 members 
Mstep: Class 44 contains 29617 members 
Mstep: Class 45 contains 30784 members 
Mstep: Class 46 contains 21224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447072.000000 Penalty: 156710.000000
Iteration 164Q: 47 clusters Score -1.774471e+08 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 17989 members 
Mstep: Class 4 contains 27023 members 
Mstep: Class 5 contains 28673 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 36746 members 
Mstep: Class 8 contains 21974 members 
Mstep: Class 9 contains 34494 members 
Mstep: Class 10 contains 40796 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30986 members 
Mstep: Class 13 contains 22990 members 
Mstep: Class 14 contains 36231 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12037 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 24299 members 
Mstep: Class 20 contains 17975 members 
Mstep: Class 21 contains 33951 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36629 members 
Mstep: Class 24 contains 21508 members 
Mstep: Class 25 contains 30101 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31508 members 
Mstep: Class 28 contains 22212 members 
Mstep: Class 29 contains 28371 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2109 members 
Mstep: Class 32 contains 43136 members 
Mstep: Class 33 contains 26016 members 
Mstep: Class 34 contains 24718 members 
Mstep: Class 35 contains 2286 members 
Mstep: Class 36 contains 23172 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22832 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29523 members 
Mstep: Class 41 contains 25285 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13973 members 
Mstep: Class 44 contains 29441 members 
Mstep: Class 45 contains 30645 members 
Mstep: Class 46 contains 21169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446272.000000 Penalty: 156710.000000
Iteration 165Q: 47 clusters Score -1.774463e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 5326 members 
Mstep: Class 3 contains 18021 members 
Mstep: Class 4 contains 27044 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 21984 members 
Mstep: Class 9 contains 34442 members 
Mstep: Class 10 contains 40800 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30968 members 
Mstep: Class 13 contains 23040 members 
Mstep: Class 14 contains 36171 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 12012 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 28671 members 
Mstep: Class 19 contains 24238 members 
Mstep: Class 20 contains 18031 members 
Mstep: Class 21 contains 33976 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36695 members 
Mstep: Class 24 contains 21494 members 
Mstep: Class 25 contains 29950 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31457 members 
Mstep: Class 28 contains 22231 members 
Mstep: Class 29 contains 28352 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2107 members 
Mstep: Class 32 contains 43017 members 
Mstep: Class 33 contains 26015 members 
Mstep: Class 34 contains 24630 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 23172 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22697 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30828 members 
Mstep: Class 41 contains 25271 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13979 members 
Mstep: Class 44 contains 29242 members 
Mstep: Class 45 contains 30449 members 
Mstep: Class 46 contains 21155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446160.000000 Penalty: 156710.000000
Iteration 166Q: 47 clusters Score -1.774462e+08 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 18081 members 
Mstep: Class 4 contains 27096 members 
Mstep: Class 5 contains 28473 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 36282 members 
Mstep: Class 8 contains 22000 members 
Mstep: Class 9 contains 34355 members 
Mstep: Class 10 contains 40804 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30970 members 
Mstep: Class 13 contains 23081 members 
Mstep: Class 14 contains 36121 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11992 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28697 members 
Mstep: Class 19 contains 24180 members 
Mstep: Class 20 contains 18068 members 
Mstep: Class 21 contains 33999 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36728 members 
Mstep: Class 24 contains 21470 members 
Mstep: Class 25 contains 29802 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31403 members 
Mstep: Class 28 contains 22252 members 
Mstep: Class 29 contains 28324 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2103 members 
Mstep: Class 32 contains 42873 members 
Mstep: Class 33 contains 26022 members 
Mstep: Class 34 contains 24560 members 
Mstep: Class 35 contains 2285 members 
Mstep: Class 36 contains 23176 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22594 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 32180 members 
Mstep: Class 41 contains 25217 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13978 members 
Mstep: Class 44 contains 28966 members 
Mstep: Class 45 contains 30261 members 
Mstep: Class 46 contains 21133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445840.000000 Penalty: 156710.000000
Iteration 167Q: 47 clusters Score -1.774458e+08 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 18140 members 
Mstep: Class 4 contains 27184 members 
Mstep: Class 5 contains 28451 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 36041 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 34292 members 
Mstep: Class 10 contains 40827 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30978 members 
Mstep: Class 13 contains 23144 members 
Mstep: Class 14 contains 36020 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11970 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28756 members 
Mstep: Class 19 contains 24134 members 
Mstep: Class 20 contains 18110 members 
Mstep: Class 21 contains 34039 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36723 members 
Mstep: Class 24 contains 21447 members 
Mstep: Class 25 contains 29631 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31351 members 
Mstep: Class 28 contains 22276 members 
Mstep: Class 29 contains 28373 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2098 members 
Mstep: Class 32 contains 42717 members 
Mstep: Class 33 contains 25985 members 
Mstep: Class 34 contains 24522 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 23171 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22470 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 33493 members 
Mstep: Class 41 contains 25123 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 13998 members 
Mstep: Class 44 contains 28609 members 
Mstep: Class 45 contains 30071 members 
Mstep: Class 46 contains 21113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445072.000000 Penalty: 156710.000000
Iteration 168Q: 47 clusters Score -1.774451e+08 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 5238 members 
Mstep: Class 3 contains 18214 members 
Mstep: Class 4 contains 27209 members 
Mstep: Class 5 contains 28474 members 
Mstep: Class 6 contains 4211 members 
Mstep: Class 7 contains 35806 members 
Mstep: Class 8 contains 22025 members 
Mstep: Class 9 contains 34185 members 
Mstep: Class 10 contains 40889 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30999 members 
Mstep: Class 13 contains 23190 members 
Mstep: Class 14 contains 36018 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11939 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28833 members 
Mstep: Class 19 contains 24094 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 34012 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36756 members 
Mstep: Class 24 contains 21412 members 
Mstep: Class 25 contains 29470 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31327 members 
Mstep: Class 28 contains 22328 members 
Mstep: Class 29 contains 28457 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2095 members 
Mstep: Class 32 contains 42522 members 
Mstep: Class 33 contains 25951 members 
Mstep: Class 34 contains 24500 members 
Mstep: Class 35 contains 2287 members 
Mstep: Class 36 contains 23161 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22373 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 34672 members 
Mstep: Class 41 contains 25077 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14008 members 
Mstep: Class 44 contains 28229 members 
Mstep: Class 45 contains 29848 members 
Mstep: Class 46 contains 21103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444608.000000 Penalty: 156710.000000
Iteration 169Q: 47 clusters Score -1.774446e+08 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 18283 members 
Mstep: Class 4 contains 27247 members 
Mstep: Class 5 contains 28491 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 35597 members 
Mstep: Class 8 contains 22047 members 
Mstep: Class 9 contains 34105 members 
Mstep: Class 10 contains 40961 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 31006 members 
Mstep: Class 13 contains 23256 members 
Mstep: Class 14 contains 36015 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11917 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 28910 members 
Mstep: Class 19 contains 24073 members 
Mstep: Class 20 contains 18160 members 
Mstep: Class 21 contains 34019 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 36782 members 
Mstep: Class 24 contains 21389 members 
Mstep: Class 25 contains 29369 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31297 members 
Mstep: Class 28 contains 22375 members 
Mstep: Class 29 contains 28523 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2092 members 
Mstep: Class 32 contains 42349 members 
Mstep: Class 33 contains 25914 members 
Mstep: Class 34 contains 24508 members 
Mstep: Class 35 contains 2292 members 
Mstep: Class 36 contains 23178 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22296 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 35490 members 
Mstep: Class 41 contains 25018 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14007 members 
Mstep: Class 44 contains 27874 members 
Mstep: Class 45 contains 29648 members 
Mstep: Class 46 contains 21106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444544.000000 Penalty: 156710.000000
Iteration 170Q: 47 clusters Score -1.774445e+08 nChanged 7602
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 27281 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 35333 members 
Mstep: Class 8 contains 22051 members 
Mstep: Class 9 contains 34034 members 
Mstep: Class 10 contains 41065 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30997 members 
Mstep: Class 13 contains 23339 members 
Mstep: Class 14 contains 36075 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11895 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29038 members 
Mstep: Class 19 contains 24078 members 
Mstep: Class 20 contains 18207 members 
Mstep: Class 21 contains 34036 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 36786 members 
Mstep: Class 24 contains 21388 members 
Mstep: Class 25 contains 29262 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31298 members 
Mstep: Class 28 contains 22467 members 
Mstep: Class 29 contains 28592 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2087 members 
Mstep: Class 32 contains 42189 members 
Mstep: Class 33 contains 25874 members 
Mstep: Class 34 contains 24540 members 
Mstep: Class 35 contains 2294 members 
Mstep: Class 36 contains 23203 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22203 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 35939 members 
Mstep: Class 41 contains 24971 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14015 members 
Mstep: Class 44 contains 27577 members 
Mstep: Class 45 contains 29482 members 
Mstep: Class 46 contains 21101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443936.000000 Penalty: 156710.000000
Iteration 171Q: 47 clusters Score -1.774439e+08 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 18481 members 
Mstep: Class 4 contains 27275 members 
Mstep: Class 5 contains 28588 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 35071 members 
Mstep: Class 8 contains 22062 members 
Mstep: Class 9 contains 33947 members 
Mstep: Class 10 contains 41206 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30991 members 
Mstep: Class 13 contains 23411 members 
Mstep: Class 14 contains 36148 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29127 members 
Mstep: Class 19 contains 24130 members 
Mstep: Class 20 contains 18213 members 
Mstep: Class 21 contains 34061 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 36823 members 
Mstep: Class 24 contains 21416 members 
Mstep: Class 25 contains 29197 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31358 members 
Mstep: Class 28 contains 22576 members 
Mstep: Class 29 contains 28664 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2083 members 
Mstep: Class 32 contains 42076 members 
Mstep: Class 33 contains 25854 members 
Mstep: Class 34 contains 24603 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 23224 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22121 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 35857 members 
Mstep: Class 41 contains 24955 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14023 members 
Mstep: Class 44 contains 27423 members 
Mstep: Class 45 contains 29400 members 
Mstep: Class 46 contains 21122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443264.000000 Penalty: 156710.000000
Iteration 172Q: 47 clusters Score -1.774433e+08 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 4 contains 27212 members 
Mstep: Class 5 contains 28653 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 34782 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 33846 members 
Mstep: Class 10 contains 41360 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30982 members 
Mstep: Class 13 contains 23483 members 
Mstep: Class 14 contains 36228 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11857 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29245 members 
Mstep: Class 19 contains 24219 members 
Mstep: Class 20 contains 18227 members 
Mstep: Class 21 contains 34070 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 36875 members 
Mstep: Class 24 contains 21450 members 
Mstep: Class 25 contains 29193 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31441 members 
Mstep: Class 28 contains 22680 members 
Mstep: Class 29 contains 28711 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 41931 members 
Mstep: Class 33 contains 25819 members 
Mstep: Class 34 contains 24645 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 23234 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22002 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 35459 members 
Mstep: Class 41 contains 24963 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14037 members 
Mstep: Class 44 contains 27459 members 
Mstep: Class 45 contains 29384 members 
Mstep: Class 46 contains 21182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443504.000000 Penalty: 156710.000000
Iteration 173Q: 47 clusters Score -1.774435e+08 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 18731 members 
Mstep: Class 4 contains 27207 members 
Mstep: Class 5 contains 28744 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 34519 members 
Mstep: Class 8 contains 22098 members 
Mstep: Class 9 contains 33760 members 
Mstep: Class 10 contains 41499 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30963 members 
Mstep: Class 13 contains 23457 members 
Mstep: Class 14 contains 36323 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11841 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 29354 members 
Mstep: Class 19 contains 24314 members 
Mstep: Class 20 contains 18271 members 
Mstep: Class 21 contains 34108 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 36914 members 
Mstep: Class 24 contains 21502 members 
Mstep: Class 25 contains 29225 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31511 members 
Mstep: Class 28 contains 22843 members 
Mstep: Class 29 contains 28720 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2077 members 
Mstep: Class 32 contains 41705 members 
Mstep: Class 33 contains 25767 members 
Mstep: Class 34 contains 24673 members 
Mstep: Class 35 contains 2300 members 
Mstep: Class 36 contains 23266 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21853 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 34923 members 
Mstep: Class 41 contains 24964 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14059 members 
Mstep: Class 44 contains 27590 members 
Mstep: Class 45 contains 29399 members 
Mstep: Class 46 contains 21258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443408.000000 Penalty: 156710.000000
Iteration 174Q: 47 clusters Score -1.774434e+08 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 18851 members 
Mstep: Class 4 contains 27188 members 
Mstep: Class 5 contains 28793 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 34263 members 
Mstep: Class 8 contains 22107 members 
Mstep: Class 9 contains 33668 members 
Mstep: Class 10 contains 41657 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30923 members 
Mstep: Class 13 contains 23281 members 
Mstep: Class 14 contains 36427 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11816 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29469 members 
Mstep: Class 19 contains 24404 members 
Mstep: Class 20 contains 18310 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 36977 members 
Mstep: Class 24 contains 21547 members 
Mstep: Class 25 contains 29264 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31630 members 
Mstep: Class 28 contains 23094 members 
Mstep: Class 29 contains 28776 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2076 members 
Mstep: Class 32 contains 41441 members 
Mstep: Class 33 contains 25736 members 
Mstep: Class 34 contains 24693 members 
Mstep: Class 35 contains 2302 members 
Mstep: Class 36 contains 23293 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21718 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 34286 members 
Mstep: Class 41 contains 24946 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14095 members 
Mstep: Class 44 contains 27734 members 
Mstep: Class 45 contains 29445 members 
Mstep: Class 46 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444256.000000 Penalty: 156710.000000
Iteration 175Q: 47 clusters Score -1.774443e+08 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 18954 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 5 contains 28830 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 34012 members 
Mstep: Class 8 contains 22149 members 
Mstep: Class 9 contains 33561 members 
Mstep: Class 10 contains 41750 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30927 members 
Mstep: Class 13 contains 22929 members 
Mstep: Class 14 contains 36483 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 29574 members 
Mstep: Class 19 contains 24424 members 
Mstep: Class 20 contains 18321 members 
Mstep: Class 21 contains 34268 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37056 members 
Mstep: Class 24 contains 21631 members 
Mstep: Class 25 contains 29326 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31775 members 
Mstep: Class 28 contains 23265 members 
Mstep: Class 29 contains 28773 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2075 members 
Mstep: Class 32 contains 41152 members 
Mstep: Class 33 contains 25726 members 
Mstep: Class 34 contains 24722 members 
Mstep: Class 35 contains 2303 members 
Mstep: Class 36 contains 23299 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21696 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 33704 members 
Mstep: Class 41 contains 24950 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14132 members 
Mstep: Class 44 contains 27898 members 
Mstep: Class 45 contains 29571 members 
Mstep: Class 46 contains 21559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444336.000000 Penalty: 156710.000000
Iteration 176Q: 47 clusters Score -1.774443e+08 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 19095 members 
Mstep: Class 4 contains 27182 members 
Mstep: Class 5 contains 28870 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 22170 members 
Mstep: Class 9 contains 33463 members 
Mstep: Class 10 contains 41827 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30910 members 
Mstep: Class 13 contains 22545 members 
Mstep: Class 14 contains 36550 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11787 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 29708 members 
Mstep: Class 19 contains 24466 members 
Mstep: Class 20 contains 18348 members 
Mstep: Class 21 contains 34309 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37107 members 
Mstep: Class 24 contains 21686 members 
Mstep: Class 25 contains 29393 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31883 members 
Mstep: Class 28 contains 23296 members 
Mstep: Class 29 contains 28787 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2072 members 
Mstep: Class 32 contains 40856 members 
Mstep: Class 33 contains 25706 members 
Mstep: Class 34 contains 24748 members 
Mstep: Class 35 contains 2304 members 
Mstep: Class 36 contains 23311 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21825 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 33154 members 
Mstep: Class 41 contains 24953 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14180 members 
Mstep: Class 44 contains 28100 members 
Mstep: Class 45 contains 29683 members 
Mstep: Class 46 contains 21751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444240.000000 Penalty: 156710.000000
Iteration 177Q: 47 clusters Score -1.774442e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 4893 members 
Mstep: Class 3 contains 19212 members 
Mstep: Class 4 contains 27155 members 
Mstep: Class 5 contains 28887 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 33545 members 
Mstep: Class 8 contains 22206 members 
Mstep: Class 9 contains 33396 members 
Mstep: Class 10 contains 41876 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30905 members 
Mstep: Class 13 contains 22184 members 
Mstep: Class 14 contains 36629 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11772 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29856 members 
Mstep: Class 19 contains 24497 members 
Mstep: Class 20 contains 18385 members 
Mstep: Class 21 contains 34352 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37162 members 
Mstep: Class 24 contains 21745 members 
Mstep: Class 25 contains 29446 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 31977 members 
Mstep: Class 28 contains 23133 members 
Mstep: Class 29 contains 28811 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2070 members 
Mstep: Class 32 contains 40522 members 
Mstep: Class 33 contains 25686 members 
Mstep: Class 34 contains 24765 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 23311 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22079 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 32640 members 
Mstep: Class 41 contains 25015 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14258 members 
Mstep: Class 44 contains 28295 members 
Mstep: Class 45 contains 29815 members 
Mstep: Class 46 contains 21933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443776.000000 Penalty: 156710.000000
Iteration 178Q: 47 clusters Score -1.774438e+08 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 19325 members 
Mstep: Class 4 contains 27108 members 
Mstep: Class 5 contains 28901 members 
Mstep: Class 6 contains 4244 members 
Mstep: Class 7 contains 33335 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 33321 members 
Mstep: Class 10 contains 41925 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30895 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 36686 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 29990 members 
Mstep: Class 19 contains 24537 members 
Mstep: Class 20 contains 18437 members 
Mstep: Class 21 contains 34397 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37284 members 
Mstep: Class 24 contains 21824 members 
Mstep: Class 25 contains 29501 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 32096 members 
Mstep: Class 28 contains 22934 members 
Mstep: Class 29 contains 28808 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2068 members 
Mstep: Class 32 contains 40104 members 
Mstep: Class 33 contains 25687 members 
Mstep: Class 34 contains 24792 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 23296 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22269 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 32239 members 
Mstep: Class 41 contains 25056 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14339 members 
Mstep: Class 44 contains 28439 members 
Mstep: Class 45 contains 29960 members 
Mstep: Class 46 contains 21987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443376.000000 Penalty: 156710.000000
Iteration 179Q: 47 clusters Score -1.774434e+08 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 4845 members 
Mstep: Class 3 contains 19432 members 
Mstep: Class 4 contains 27077 members 
Mstep: Class 5 contains 28904 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 33134 members 
Mstep: Class 8 contains 22268 members 
Mstep: Class 9 contains 33262 members 
Mstep: Class 10 contains 42015 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30870 members 
Mstep: Class 13 contains 21962 members 
Mstep: Class 14 contains 36732 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11755 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30129 members 
Mstep: Class 19 contains 24601 members 
Mstep: Class 20 contains 18510 members 
Mstep: Class 21 contains 34445 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37448 members 
Mstep: Class 24 contains 21892 members 
Mstep: Class 25 contains 29496 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 32169 members 
Mstep: Class 28 contains 22754 members 
Mstep: Class 29 contains 28799 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2065 members 
Mstep: Class 32 contains 39596 members 
Mstep: Class 33 contains 25678 members 
Mstep: Class 34 contains 24797 members 
Mstep: Class 35 contains 2308 members 
Mstep: Class 36 contains 23281 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22434 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 31945 members 
Mstep: Class 41 contains 25061 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14429 members 
Mstep: Class 44 contains 28597 members 
Mstep: Class 45 contains 30127 members 
Mstep: Class 46 contains 21938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443808.000000 Penalty: 156710.000000
Iteration 180F: 47 clusters Score -1.774438e+08 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 19561 members 
Mstep: Class 4 contains 27057 members 
Mstep: Class 5 contains 28912 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 32973 members 
Mstep: Class 8 contains 22284 members 
Mstep: Class 9 contains 33174 members 
Mstep: Class 10 contains 42131 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30840 members 
Mstep: Class 13 contains 22000 members 
Mstep: Class 14 contains 36734 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30232 members 
Mstep: Class 19 contains 24635 members 
Mstep: Class 20 contains 18571 members 
Mstep: Class 21 contains 34517 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37701 members 
Mstep: Class 24 contains 21925 members 
Mstep: Class 25 contains 29450 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 32265 members 
Mstep: Class 28 contains 22594 members 
Mstep: Class 29 contains 28798 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2063 members 
Mstep: Class 32 contains 38953 members 
Mstep: Class 33 contains 25661 members 
Mstep: Class 34 contains 24821 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 23254 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22507 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 32293 members 
Mstep: Class 41 contains 25081 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14499 members 
Mstep: Class 44 contains 28457 members 
Mstep: Class 45 contains 30114 members 
Mstep: Class 46 contains 21837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443504.000000 Penalty: 156710.000000
Iteration 181Q: 47 clusters Score -1.774435e+08 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 19724 members 
Mstep: Class 4 contains 27028 members 
Mstep: Class 5 contains 28901 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 32824 members 
Mstep: Class 8 contains 22319 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 42185 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30829 members 
Mstep: Class 13 contains 22106 members 
Mstep: Class 14 contains 36749 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11711 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 30347 members 
Mstep: Class 19 contains 24687 members 
Mstep: Class 20 contains 18634 members 
Mstep: Class 21 contains 34595 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 37970 members 
Mstep: Class 24 contains 21955 members 
Mstep: Class 25 contains 29434 members 
Mstep: Class 26 contains 232 members 
Mstep: Class 27 contains 32361 members 
Mstep: Class 28 contains 22433 members 
Mstep: Class 29 contains 28781 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2060 members 
Mstep: Class 32 contains 38397 members 
Mstep: Class 33 contains 25641 members 
Mstep: Class 34 contains 24833 members 
Mstep: Class 35 contains 2309 members 
Mstep: Class 36 contains 23239 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22543 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 32223 members 
Mstep: Class 41 contains 25149 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14555 members 
Mstep: Class 44 contains 28427 members 
Mstep: Class 45 contains 30213 members 
Mstep: Class 46 contains 21701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442800.000000 Penalty: 156710.000000
Iteration 182Q: 47 clusters Score -1.774428e+08 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 4728 members 
Mstep: Class 3 contains 19897 members 
Mstep: Class 4 contains 27032 members 
Mstep: Class 5 contains 28871 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 32668 members 
Mstep: Class 8 contains 22326 members 
Mstep: Class 9 contains 32976 members 
Mstep: Class 10 contains 42279 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30790 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 36769 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11694 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 30435 members 
Mstep: Class 19 contains 24742 members 
Mstep: Class 20 contains 18704 members 
Mstep: Class 21 contains 34638 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 38326 members 
Mstep: Class 24 contains 21991 members 
Mstep: Class 25 contains 29416 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 32464 members 
Mstep: Class 28 contains 22358 members 
Mstep: Class 29 contains 28750 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2059 members 
Mstep: Class 32 contains 37843 members 
Mstep: Class 33 contains 25621 members 
Mstep: Class 34 contains 24787 members 
Mstep: Class 35 contains 2312 members 
Mstep: Class 36 contains 23210 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22584 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 31975 members 
Mstep: Class 41 contains 25239 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14616 members 
Mstep: Class 44 contains 28475 members 
Mstep: Class 45 contains 30330 members 
Mstep: Class 46 contains 21547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442768.000000 Penalty: 156710.000000
Iteration 183Q: 47 clusters Score -1.774428e+08 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 4697 members 
Mstep: Class 3 contains 20056 members 
Mstep: Class 4 contains 27052 members 
Mstep: Class 5 contains 28857 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 32463 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 32913 members 
Mstep: Class 10 contains 42368 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30797 members 
Mstep: Class 13 contains 22320 members 
Mstep: Class 14 contains 36756 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 1132 members 
Mstep: Class 18 contains 30453 members 
Mstep: Class 19 contains 24810 members 
Mstep: Class 20 contains 18798 members 
Mstep: Class 21 contains 34676 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 38705 members 
Mstep: Class 24 contains 22016 members 
Mstep: Class 25 contains 29449 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 32523 members 
Mstep: Class 28 contains 22331 members 
Mstep: Class 29 contains 28768 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2057 members 
Mstep: Class 32 contains 37298 members 
Mstep: Class 33 contains 25608 members 
Mstep: Class 34 contains 24755 members 
Mstep: Class 35 contains 2313 members 
Mstep: Class 36 contains 23190 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22564 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 31674 members 
Mstep: Class 41 contains 25255 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14688 members 
Mstep: Class 44 contains 28570 members 
Mstep: Class 45 contains 30409 members 
Mstep: Class 46 contains 21433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442832.000000 Penalty: 156710.000000
Iteration 184Q: 47 clusters Score -1.774428e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 4656 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 27131 members 
Mstep: Class 5 contains 28873 members 
Mstep: Class 6 contains 4288 members 
Mstep: Class 7 contains 32274 members 
Mstep: Class 8 contains 22354 members 
Mstep: Class 9 contains 32894 members 
Mstep: Class 10 contains 42467 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30826 members 
Mstep: Class 13 contains 22371 members 
Mstep: Class 14 contains 36716 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11663 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30506 members 
Mstep: Class 19 contains 24864 members 
Mstep: Class 20 contains 18906 members 
Mstep: Class 21 contains 34757 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 39028 members 
Mstep: Class 24 contains 22027 members 
Mstep: Class 25 contains 29470 members 
Mstep: Class 26 contains 231 members 
Mstep: Class 27 contains 32541 members 
Mstep: Class 28 contains 22314 members 
Mstep: Class 29 contains 28764 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 36718 members 
Mstep: Class 33 contains 25620 members 
Mstep: Class 34 contains 24702 members 
Mstep: Class 35 contains 2315 members 
Mstep: Class 36 contains 23159 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22521 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 31276 members 
Mstep: Class 41 contains 25244 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14749 members 
Mstep: Class 44 contains 28734 members 
Mstep: Class 45 contains 30535 members 
Mstep: Class 46 contains 21354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443648.000000 Penalty: 156710.000000
Iteration 185Q: 47 clusters Score -1.774436e+08 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 4613 members 
Mstep: Class 3 contains 20403 members 
Mstep: Class 4 contains 27176 members 
Mstep: Class 5 contains 28867 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 32108 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 32895 members 
Mstep: Class 10 contains 42540 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30852 members 
Mstep: Class 13 contains 22428 members 
Mstep: Class 14 contains 36692 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30548 members 
Mstep: Class 19 contains 24894 members 
Mstep: Class 20 contains 18998 members 
Mstep: Class 21 contains 34842 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 39286 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 29519 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 32579 members 
Mstep: Class 28 contains 22301 members 
Mstep: Class 29 contains 28740 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 36205 members 
Mstep: Class 33 contains 25610 members 
Mstep: Class 34 contains 24637 members 
Mstep: Class 35 contains 2315 members 
Mstep: Class 36 contains 23119 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22458 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30928 members 
Mstep: Class 41 contains 25219 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14783 members 
Mstep: Class 44 contains 28954 members 
Mstep: Class 45 contains 30622 members 
Mstep: Class 46 contains 21330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443472.000000 Penalty: 156710.000000
Iteration 186Q: 47 clusters Score -1.774435e+08 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 4567 members 
Mstep: Class 3 contains 20552 members 
Mstep: Class 4 contains 27218 members 
Mstep: Class 5 contains 28876 members 
Mstep: Class 6 contains 4295 members 
Mstep: Class 7 contains 31953 members 
Mstep: Class 8 contains 22414 members 
Mstep: Class 9 contains 32887 members 
Mstep: Class 10 contains 42637 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30830 members 
Mstep: Class 13 contains 22486 members 
Mstep: Class 14 contains 36633 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11630 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 24912 members 
Mstep: Class 20 contains 19118 members 
Mstep: Class 21 contains 34916 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 39556 members 
Mstep: Class 24 contains 22085 members 
Mstep: Class 25 contains 29536 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 32574 members 
Mstep: Class 28 contains 22299 members 
Mstep: Class 29 contains 28742 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 35723 members 
Mstep: Class 33 contains 25636 members 
Mstep: Class 34 contains 24586 members 
Mstep: Class 35 contains 2315 members 
Mstep: Class 36 contains 23078 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22411 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30609 members 
Mstep: Class 41 contains 25142 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14828 members 
Mstep: Class 44 contains 29177 members 
Mstep: Class 45 contains 30754 members 
Mstep: Class 46 contains 21313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443424.000000 Penalty: 156710.000000
Iteration 187Q: 47 clusters Score -1.774434e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 4527 members 
Mstep: Class 3 contains 20712 members 
Mstep: Class 4 contains 27213 members 
Mstep: Class 5 contains 28890 members 
Mstep: Class 6 contains 4290 members 
Mstep: Class 7 contains 31767 members 
Mstep: Class 8 contains 22428 members 
Mstep: Class 9 contains 32885 members 
Mstep: Class 10 contains 42746 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30828 members 
Mstep: Class 13 contains 22504 members 
Mstep: Class 14 contains 36612 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 24928 members 
Mstep: Class 20 contains 19212 members 
Mstep: Class 21 contains 34976 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 39882 members 
Mstep: Class 24 contains 22113 members 
Mstep: Class 25 contains 29549 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 32530 members 
Mstep: Class 28 contains 22316 members 
Mstep: Class 29 contains 28723 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 35239 members 
Mstep: Class 33 contains 25642 members 
Mstep: Class 34 contains 24566 members 
Mstep: Class 35 contains 2317 members 
Mstep: Class 36 contains 23085 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22363 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30344 members 
Mstep: Class 41 contains 25070 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14883 members 
Mstep: Class 44 contains 29383 members 
Mstep: Class 45 contains 30870 members 
Mstep: Class 46 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444176.000000 Penalty: 156710.000000
Iteration 188Q: 47 clusters Score -1.774442e+08 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 4478 members 
Mstep: Class 3 contains 20881 members 
Mstep: Class 4 contains 27261 members 
Mstep: Class 5 contains 28871 members 
Mstep: Class 6 contains 4285 members 
Mstep: Class 7 contains 31623 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 32880 members 
Mstep: Class 10 contains 42824 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30823 members 
Mstep: Class 13 contains 22518 members 
Mstep: Class 14 contains 36557 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11597 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30614 members 
Mstep: Class 19 contains 24949 members 
Mstep: Class 20 contains 19301 members 
Mstep: Class 21 contains 35039 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 40189 members 
Mstep: Class 24 contains 22128 members 
Mstep: Class 25 contains 29577 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 32457 members 
Mstep: Class 28 contains 22335 members 
Mstep: Class 29 contains 28740 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2055 members 
Mstep: Class 32 contains 34732 members 
Mstep: Class 33 contains 25645 members 
Mstep: Class 34 contains 24542 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 23079 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22321 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30158 members 
Mstep: Class 41 contains 24991 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14926 members 
Mstep: Class 44 contains 29565 members 
Mstep: Class 45 contains 30946 members 
Mstep: Class 46 contains 21276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443824.000000 Penalty: 156710.000000
Iteration 189Q: 47 clusters Score -1.774438e+08 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 21046 members 
Mstep: Class 4 contains 27263 members 
Mstep: Class 5 contains 28880 members 
Mstep: Class 6 contains 4276 members 
Mstep: Class 7 contains 31472 members 
Mstep: Class 8 contains 22468 members 
Mstep: Class 9 contains 32898 members 
Mstep: Class 10 contains 42885 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30816 members 
Mstep: Class 13 contains 22531 members 
Mstep: Class 14 contains 36476 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11584 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30607 members 
Mstep: Class 19 contains 24983 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 35088 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 40513 members 
Mstep: Class 24 contains 22145 members 
Mstep: Class 25 contains 29567 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 32420 members 
Mstep: Class 28 contains 22367 members 
Mstep: Class 29 contains 28738 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2053 members 
Mstep: Class 32 contains 34249 members 
Mstep: Class 33 contains 25646 members 
Mstep: Class 34 contains 24557 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 23071 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22303 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30050 members 
Mstep: Class 41 contains 24936 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 14971 members 
Mstep: Class 44 contains 29712 members 
Mstep: Class 45 contains 30991 members 
Mstep: Class 46 contains 21252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444176.000000 Penalty: 156710.000000
Iteration 190Q: 47 clusters Score -1.774442e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 21218 members 
Mstep: Class 4 contains 27259 members 
Mstep: Class 5 contains 28879 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 31330 members 
Mstep: Class 8 contains 22508 members 
Mstep: Class 9 contains 32918 members 
Mstep: Class 10 contains 42955 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30813 members 
Mstep: Class 13 contains 22540 members 
Mstep: Class 14 contains 36361 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11570 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30630 members 
Mstep: Class 19 contains 25032 members 
Mstep: Class 20 contains 19356 members 
Mstep: Class 21 contains 35132 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 40840 members 
Mstep: Class 24 contains 22167 members 
Mstep: Class 25 contains 29569 members 
Mstep: Class 26 contains 228 members 
Mstep: Class 27 contains 32368 members 
Mstep: Class 28 contains 22401 members 
Mstep: Class 29 contains 28747 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2048 members 
Mstep: Class 32 contains 33792 members 
Mstep: Class 33 contains 25630 members 
Mstep: Class 34 contains 24594 members 
Mstep: Class 35 contains 2321 members 
Mstep: Class 36 contains 23073 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22263 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29960 members 
Mstep: Class 41 contains 24890 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15007 members 
Mstep: Class 44 contains 29808 members 
Mstep: Class 45 contains 31042 members 
Mstep: Class 46 contains 21226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443952.000000 Penalty: 156710.000000
Iteration 191Q: 47 clusters Score -1.77444e+08 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 4322 members 
Mstep: Class 3 contains 21378 members 
Mstep: Class 4 contains 27254 members 
Mstep: Class 5 contains 28866 members 
Mstep: Class 6 contains 4274 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 22539 members 
Mstep: Class 9 contains 32907 members 
Mstep: Class 10 contains 42991 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30787 members 
Mstep: Class 13 contains 22565 members 
Mstep: Class 14 contains 36243 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 17 contains 1135 members 
Mstep: Class 18 contains 30633 members 
Mstep: Class 19 contains 25063 members 
Mstep: Class 20 contains 19366 members 
Mstep: Class 21 contains 35185 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41131 members 
Mstep: Class 24 contains 22159 members 
Mstep: Class 25 contains 29560 members 
Mstep: Class 26 contains 227 members 
Mstep: Class 27 contains 32377 members 
Mstep: Class 28 contains 22429 members 
Mstep: Class 29 contains 28776 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 33415 members 
Mstep: Class 33 contains 25624 members 
Mstep: Class 34 contains 24650 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 23065 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22229 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29888 members 
Mstep: Class 41 contains 24874 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15054 members 
Mstep: Class 44 contains 29874 members 
Mstep: Class 45 contains 31069 members 
Mstep: Class 46 contains 21238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443344.000000 Penalty: 156710.000000
Iteration 192Q: 47 clusters Score -1.774433e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 21540 members 
Mstep: Class 4 contains 27207 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 4270 members 
Mstep: Class 7 contains 31001 members 
Mstep: Class 8 contains 22579 members 
Mstep: Class 9 contains 32904 members 
Mstep: Class 10 contains 43013 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30758 members 
Mstep: Class 13 contains 22586 members 
Mstep: Class 14 contains 36088 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11547 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30630 members 
Mstep: Class 19 contains 25088 members 
Mstep: Class 20 contains 19389 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41502 members 
Mstep: Class 24 contains 22162 members 
Mstep: Class 25 contains 29554 members 
Mstep: Class 26 contains 226 members 
Mstep: Class 27 contains 32378 members 
Mstep: Class 28 contains 22450 members 
Mstep: Class 29 contains 28777 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2046 members 
Mstep: Class 32 contains 33046 members 
Mstep: Class 33 contains 25590 members 
Mstep: Class 34 contains 24702 members 
Mstep: Class 35 contains 2325 members 
Mstep: Class 36 contains 23069 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22206 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29815 members 
Mstep: Class 41 contains 24860 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15104 members 
Mstep: Class 44 contains 29938 members 
Mstep: Class 45 contains 31092 members 
Mstep: Class 46 contains 21264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443584.000000 Penalty: 156710.000000
Iteration 193Q: 47 clusters Score -1.774436e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 21757 members 
Mstep: Class 4 contains 27171 members 
Mstep: Class 5 contains 28824 members 
Mstep: Class 6 contains 4272 members 
Mstep: Class 7 contains 30879 members 
Mstep: Class 8 contains 22590 members 
Mstep: Class 9 contains 32921 members 
Mstep: Class 10 contains 43052 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30766 members 
Mstep: Class 13 contains 22591 members 
Mstep: Class 14 contains 35983 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30638 members 
Mstep: Class 19 contains 25125 members 
Mstep: Class 20 contains 19406 members 
Mstep: Class 21 contains 35320 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41850 members 
Mstep: Class 24 contains 22163 members 
Mstep: Class 25 contains 29532 members 
Mstep: Class 26 contains 225 members 
Mstep: Class 27 contains 32334 members 
Mstep: Class 28 contains 22451 members 
Mstep: Class 29 contains 28770 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2045 members 
Mstep: Class 32 contains 32648 members 
Mstep: Class 33 contains 25582 members 
Mstep: Class 34 contains 24738 members 
Mstep: Class 35 contains 2322 members 
Mstep: Class 36 contains 23088 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22171 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29730 members 
Mstep: Class 41 contains 24877 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15147 members 
Mstep: Class 44 contains 29986 members 
Mstep: Class 45 contains 31104 members 
Mstep: Class 46 contains 21275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443952.000000 Penalty: 156710.000000
Iteration 194Q: 47 clusters Score -1.77444e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 21985 members 
Mstep: Class 4 contains 27143 members 
Mstep: Class 5 contains 28819 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 22594 members 
Mstep: Class 9 contains 32922 members 
Mstep: Class 10 contains 43122 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30743 members 
Mstep: Class 13 contains 22586 members 
Mstep: Class 14 contains 35887 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11516 members 
Mstep: Class 17 contains 1133 members 
Mstep: Class 18 contains 30663 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 19430 members 
Mstep: Class 21 contains 35356 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 42156 members 
Mstep: Class 24 contains 22174 members 
Mstep: Class 25 contains 29515 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 32345 members 
Mstep: Class 28 contains 22447 members 
Mstep: Class 29 contains 28766 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2042 members 
Mstep: Class 32 contains 32237 members 
Mstep: Class 33 contains 25577 members 
Mstep: Class 34 contains 24768 members 
Mstep: Class 35 contains 2323 members 
Mstep: Class 36 contains 23094 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22130 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 24922 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15181 members 
Mstep: Class 44 contains 30014 members 
Mstep: Class 45 contains 31114 members 
Mstep: Class 46 contains 21283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443392.000000 Penalty: 156710.000000
Iteration 195Q: 47 clusters Score -1.774434e+08 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 22297 members 
Mstep: Class 4 contains 27110 members 
Mstep: Class 5 contains 28812 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 30624 members 
Mstep: Class 8 contains 22605 members 
Mstep: Class 9 contains 32922 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30702 members 
Mstep: Class 13 contains 22582 members 
Mstep: Class 14 contains 35802 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 1134 members 
Mstep: Class 18 contains 30700 members 
Mstep: Class 19 contains 25191 members 
Mstep: Class 20 contains 19474 members 
Mstep: Class 21 contains 35389 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 42427 members 
Mstep: Class 24 contains 22181 members 
Mstep: Class 25 contains 29506 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 32314 members 
Mstep: Class 28 contains 22456 members 
Mstep: Class 29 contains 28764 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2041 members 
Mstep: Class 32 contains 31865 members 
Mstep: Class 33 contains 25563 members 
Mstep: Class 34 contains 24763 members 
Mstep: Class 35 contains 2321 members 
Mstep: Class 36 contains 23111 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22110 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29574 members 
Mstep: Class 41 contains 24960 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15223 members 
Mstep: Class 44 contains 30003 members 
Mstep: Class 45 contains 31146 members 
Mstep: Class 46 contains 21284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443008.000000 Penalty: 156710.000000
Iteration 196Q: 47 clusters Score -1.77443e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 22630 members 
Mstep: Class 4 contains 27101 members 
Mstep: Class 5 contains 28807 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 30492 members 
Mstep: Class 8 contains 22624 members 
Mstep: Class 9 contains 32920 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30662 members 
Mstep: Class 13 contains 22570 members 
Mstep: Class 14 contains 35692 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11481 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 25198 members 
Mstep: Class 20 contains 19525 members 
Mstep: Class 21 contains 35430 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 42695 members 
Mstep: Class 24 contains 22198 members 
Mstep: Class 25 contains 29485 members 
Mstep: Class 26 contains 224 members 
Mstep: Class 27 contains 32325 members 
Mstep: Class 28 contains 22461 members 
Mstep: Class 29 contains 28744 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2039 members 
Mstep: Class 32 contains 31554 members 
Mstep: Class 33 contains 25546 members 
Mstep: Class 34 contains 24744 members 
Mstep: Class 35 contains 2323 members 
Mstep: Class 36 contains 23153 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22066 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29456 members 
Mstep: Class 41 contains 24980 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15257 members 
Mstep: Class 44 contains 30004 members 
Mstep: Class 45 contains 31154 members 
Mstep: Class 46 contains 21285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442880.000000 Penalty: 156710.000000
Iteration 197Q: 47 clusters Score -1.774429e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 4020 members 
Mstep: Class 3 contains 23031 members 
Mstep: Class 4 contains 27092 members 
Mstep: Class 5 contains 28801 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 30359 members 
Mstep: Class 8 contains 22654 members 
Mstep: Class 9 contains 32922 members 
Mstep: Class 10 contains 43306 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30619 members 
Mstep: Class 13 contains 22549 members 
Mstep: Class 14 contains 35533 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30672 members 
Mstep: Class 19 contains 25191 members 
Mstep: Class 20 contains 19559 members 
Mstep: Class 21 contains 35476 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 42986 members 
Mstep: Class 24 contains 22206 members 
Mstep: Class 25 contains 29479 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 32323 members 
Mstep: Class 28 contains 22468 members 
Mstep: Class 29 contains 28728 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2036 members 
Mstep: Class 32 contains 31270 members 
Mstep: Class 33 contains 25492 members 
Mstep: Class 34 contains 24759 members 
Mstep: Class 35 contains 2324 members 
Mstep: Class 36 contains 23201 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 22022 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29362 members 
Mstep: Class 41 contains 24982 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15282 members 
Mstep: Class 44 contains 29983 members 
Mstep: Class 45 contains 31178 members 
Mstep: Class 46 contains 21291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443024.000000 Penalty: 156710.000000
Iteration 198Q: 47 clusters Score -1.77443e+08 nChanged 4645
Entering ConstructFrom: 
Score: -177443024.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (29760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Entering Unmasked Estep 
Score: -5737394.000000 Penalty: 2554.628174
	Iteration 0F: 2 clusters Score -5737394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5717897.000000 Penalty: 5109.256348
	Iteration 0F: 3 clusters Score -5717897 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -5725171.500000 Penalty: 5109.256348
	Iteration 1F: 3 clusters Score -5725172 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5725558.000000 Penalty: 5109.256348
	Iteration 2Q: 3 clusters Score -5725558 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -5725818.500000 Penalty: 5109.256348
	Iteration 3Q: 3 clusters Score -5725818 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5726104.000000 Penalty: 5109.256348
	Iteration 4Q: 3 clusters Score -5726104 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5726293.500000 Penalty: 5109.256348
	Iteration 5Q: 3 clusters Score -5726294 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5726496.000000 Penalty: 5109.256348
	Iteration 6Q: 3 clusters Score -5726496 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -5726665.000000 Penalty: 5109.256348
	Iteration 7Q: 3 clusters Score -5726665 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5726860.000000 Penalty: 5109.256348
	Iteration 8Q: 3 clusters Score -5726860 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5727091.000000 Penalty: 5109.256348
	Iteration 9Q: 3 clusters Score -5727091 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5727382.500000 Penalty: 5109.256348
	Iteration 10Q: 3 clusters Score -5727382 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5727656.000000 Penalty: 5109.256348
	Iteration 11Q: 3 clusters Score -5727656 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5728047.000000 Penalty: 5109.256348
	Iteration 12Q: 3 clusters Score -5728047 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -5728577.500000 Penalty: 5109.256348
	Iteration 13Q: 3 clusters Score -5728578 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5729318.500000 Penalty: 5109.256348
	Iteration 14Q: 3 clusters Score -5729318 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5730172.000000 Penalty: 5109.256348
	Iteration 15Q: 3 clusters Score -5730172 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -5730736.500000 Penalty: 5109.256348
	Iteration 16Q: 3 clusters Score -5730736 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5731068.000000 Penalty: 5109.256348
	Iteration 17Q: 3 clusters Score -5731068 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -5731232.000000 Penalty: 5109.256348
	Iteration 18Q: 3 clusters Score -5731232 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5731273.500000 Penalty: 5109.256348
	Iteration 19Q: 3 clusters Score -5731274 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5731298.500000 Penalty: 5109.256348
	Iteration 20F: 3 clusters Score -5731298 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5731332.500000 Penalty: 5109.256348
	Iteration 21Q: 3 clusters Score -5731332 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -5731344.000000 Penalty: 5109.256348
	Iteration 22Q: 3 clusters Score -5731344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -5731376.000000 Penalty: 5109.256348
	Iteration 23Q: 3 clusters Score -5731376 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5731396.500000 Penalty: 5109.256348
	Iteration 24Q: 3 clusters Score -5731396 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -5731444.000000 Penalty: 5109.256348
	Iteration 25Q: 3 clusters Score -5731444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -5731487.000000 Penalty: 5109.256348
	Iteration 26Q: 3 clusters Score -5731487 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -5731533.000000 Penalty: 5109.256348
	Iteration 27Q: 3 clusters Score -5731533 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5731584.500000 Penalty: 5109.256348
	Iteration 28Q: 3 clusters Score -5731584 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -5731618.500000 Penalty: 5109.256348
	Iteration 29Q: 3 clusters Score -5731618 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5731657.500000 Penalty: 5109.256348
	Iteration 30Q: 3 clusters Score -5731658 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5731677.000000 Penalty: 5109.256348
	Iteration 31Q: 3 clusters Score -5731677 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -5731750.500000 Penalty: 5109.256348
	Iteration 32Q: 3 clusters Score -5731750 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5731851.000000 Penalty: 5109.256348
	Iteration 33Q: 3 clusters Score -5731851 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5731957.500000 Penalty: 5109.256348
	Iteration 34Q: 3 clusters Score -5731958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5732077.000000 Penalty: 5109.256348
	Iteration 35Q: 3 clusters Score -5732077 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5732181.000000 Penalty: 5109.256348
	Iteration 36Q: 3 clusters Score -5732181 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -5732304.500000 Penalty: 5109.256348
	Iteration 37Q: 3 clusters Score -5732304 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -5732420.500000 Penalty: 5109.256348
	Iteration 38Q: 3 clusters Score -5732420 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -5732516.000000 Penalty: 5109.256348
	Iteration 39Q: 3 clusters Score -5732516 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -5732633.000000 Penalty: 5109.256348
	Iteration 40F: 3 clusters Score -5732633 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -5732730.500000 Penalty: 5109.256348
	Iteration 41Q: 3 clusters Score -5732730 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -5732810.500000 Penalty: 5109.256348
	Iteration 42Q: 3 clusters Score -5732810 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -5732955.000000 Penalty: 5109.256348
	Iteration 43Q: 3 clusters Score -5732955 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -5733063.000000 Penalty: 5109.256348
	Iteration 44Q: 3 clusters Score -5733063 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -5733162.500000 Penalty: 5109.256348
	Iteration 45Q: 3 clusters Score -5733162 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -5733300.000000 Penalty: 5109.256348
	Iteration 46Q: 3 clusters Score -5733300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -5733433.000000 Penalty: 5109.256348
	Iteration 47Q: 3 clusters Score -5733433 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5733548.500000 Penalty: 5109.256348
	Iteration 48Q: 3 clusters Score -5733548 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5733631.500000 Penalty: 5109.256348
	Iteration 49Q: 3 clusters Score -5733632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -5733702.500000 Penalty: 5109.256348
	Iteration 50Q: 3 clusters Score -5733702 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5733757.500000 Penalty: 5109.256348
	Iteration 51Q: 3 clusters Score -5733758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -5733800.500000 Penalty: 5109.256348
	Iteration 52Q: 3 clusters Score -5733800 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -5733858.000000 Penalty: 5109.256348
	Iteration 53Q: 3 clusters Score -5733858 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5733863.500000 Penalty: 5109.256348
	Iteration 54Q: 3 clusters Score -5733864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -5733905.500000 Penalty: 5109.256348
	Iteration 55Q: 3 clusters Score -5733906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5733921.000000 Penalty: 5109.256348
	Iteration 56Q: 3 clusters Score -5733921 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5733947.000000 Penalty: 5109.256348
	Iteration 57Q: 3 clusters Score -5733947 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5733969.000000 Penalty: 5109.256348
	Iteration 58Q: 3 clusters Score -5733969 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5734027.000000 Penalty: 5109.256348
	Iteration 59Q: 3 clusters Score -5734027 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5734055.500000 Penalty: 5109.256348
	Iteration 60F: 3 clusters Score -5734056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5734093.000000 Penalty: 5109.256348
	Iteration 61Q: 3 clusters Score -5734093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -5734109.000000 Penalty: 5109.256348
	Iteration 62Q: 3 clusters Score -5734109 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -5734137.000000 Penalty: 5109.256348
	Iteration 63Q: 3 clusters Score -5734137 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5734151.500000 Penalty: 5109.256348
	Iteration 64Q: 3 clusters Score -5734152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5734205.000000 Penalty: 5109.256348
	Iteration 65Q: 3 clusters Score -5734205 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5734248.000000 Penalty: 5109.256348
	Iteration 66Q: 3 clusters Score -5734248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5734286.500000 Penalty: 5109.256348
	Iteration 67Q: 3 clusters Score -5734286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5734301.000000 Penalty: 5109.256348
	Iteration 68Q: 3 clusters Score -5734301 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5734348.500000 Penalty: 5109.256348
	Iteration 69Q: 3 clusters Score -5734348 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5734355.000000 Penalty: 5109.256348
	Iteration 70Q: 3 clusters Score -5734355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5734407.500000 Penalty: 5109.256348
	Iteration 71Q: 3 clusters Score -5734408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5734460.000000 Penalty: 5109.256348
	Iteration 72Q: 3 clusters Score -5734460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5734482.500000 Penalty: 5109.256348
	Iteration 73Q: 3 clusters Score -5734482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5734500.000000 Penalty: 5109.256348
	Iteration 74Q: 3 clusters Score -5734500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5734519.500000 Penalty: 5109.256348
	Iteration 75Q: 3 clusters Score -5734520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5734534.000000 Penalty: 5109.256348
	Iteration 76Q: 3 clusters Score -5734534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5734543.500000 Penalty: 5109.256348
	Iteration 77Q: 3 clusters Score -5734544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5734566.000000 Penalty: 5109.256348
	Iteration 78Q: 3 clusters Score -5734566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5734585.500000 Penalty: 5109.256348
	Iteration 79Q: 3 clusters Score -5734586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5734626.500000 Penalty: 5109.256348
	Iteration 80F: 3 clusters Score -5734626 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5734652.500000 Penalty: 5109.256348
	Iteration 81Q: 3 clusters Score -5734652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5734678.000000 Penalty: 5109.256348
	Iteration 82Q: 3 clusters Score -5734678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5734698.500000 Penalty: 5109.256348
	Iteration 83Q: 3 clusters Score -5734698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5734711.000000 Penalty: 5109.256348
	Iteration 84Q: 3 clusters Score -5734711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5734754.500000 Penalty: 5109.256348
	Iteration 85Q: 3 clusters Score -5734754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5734758.500000 Penalty: 5109.256348
	Iteration 86Q: 3 clusters Score -5734758 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5734768.000000 Penalty: 5109.256348
	Iteration 87Q: 3 clusters Score -5734768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5734778.500000 Penalty: 5109.256348
	Iteration 88Q: 3 clusters Score -5734778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5734805.500000 Penalty: 5109.256348
	Iteration 89Q: 3 clusters Score -5734806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5734834.500000 Penalty: 5109.256348
	Iteration 90Q: 3 clusters Score -5734834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5734866.500000 Penalty: 5109.256348
	Iteration 91Q: 3 clusters Score -5734866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5734878.000000 Penalty: 5109.256348
	Iteration 92Q: 3 clusters Score -5734878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5734890.500000 Penalty: 5109.256348
	Iteration 93Q: 3 clusters Score -5734890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5734897.500000 Penalty: 5109.256348
	Iteration 94Q: 3 clusters Score -5734898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5734927.500000 Penalty: 5109.256348
	Iteration 95Q: 3 clusters Score -5734928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5734937.500000 Penalty: 5109.256348
	Iteration 96Q: 3 clusters Score -5734938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5734944.000000 Penalty: 5109.256348
	Iteration 97Q: 3 clusters Score -5734944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5734987.000000 Penalty: 5109.256348
	Iteration 98Q: 3 clusters Score -5734987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5735013.000000 Penalty: 5109.256348
	Iteration 99Q: 3 clusters Score -5735013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5735039.000000 Penalty: 5109.256348
	Iteration 100F: 3 clusters Score -5735039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5735043.500000 Penalty: 5109.256348
	Iteration 101Q: 3 clusters Score -5735044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5735043.000000 Penalty: 5109.256348
	Iteration 102Q: 3 clusters Score -5735043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5735039.500000 Penalty: 5109.256348
	Iteration 103Q: 3 clusters Score -5735040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5735037.500000 Penalty: 5109.256348
	Iteration 104Q: 3 clusters Score -5735038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5735047.000000 Penalty: 5109.256348
	Iteration 105Q: 3 clusters Score -5735047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5735053.500000 Penalty: 5109.256348
	Iteration 106Q: 3 clusters Score -5735054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5735074.500000 Penalty: 5109.256348
	Iteration 107Q: 3 clusters Score -5735074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5735090.500000 Penalty: 5109.256348
	Iteration 108Q: 3 clusters Score -5735090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5735097.500000 Penalty: 5109.256348
	Iteration 109Q: 3 clusters Score -5735098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5735112.000000 Penalty: 5109.256348
	Iteration 110Q: 3 clusters Score -5735112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5735127.000000 Penalty: 5109.256348
	Iteration 111Q: 3 clusters Score -5735127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5735134.000000 Penalty: 5109.256348
	Iteration 112Q: 3 clusters Score -5735134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5735146.500000 Penalty: 5109.256348
	Iteration 113Q: 3 clusters Score -5735146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5735152.000000 Penalty: 5109.256348
	Iteration 114Q: 3 clusters Score -5735152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5735168.500000 Penalty: 5109.256348
	Iteration 115Q: 3 clusters Score -5735168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5735176.000000 Penalty: 5109.256348
	Iteration 116Q: 3 clusters Score -5735176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5735167.000000 Penalty: 5109.256348
	Iteration 117Q: 3 clusters Score -5735167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5735178.500000 Penalty: 5109.256348
	Iteration 118Q: 3 clusters Score -5735178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5735183.500000 Penalty: 5109.256348
	Iteration 119Q: 3 clusters Score -5735184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5735196.500000 Penalty: 5109.256348
	Iteration 120F: 3 clusters Score -5735196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5735192.500000 Penalty: 5109.256348
	Iteration 121Q: 3 clusters Score -5735192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5735193.000000 Penalty: 5109.256348
	Iteration 122Q: 3 clusters Score -5735193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5735189.000000 Penalty: 5109.256348
	Iteration 123Q: 3 clusters Score -5735189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5735193.000000 Penalty: 5109.256348
	Iteration 124Q: 3 clusters Score -5735193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5735193.000000 Penalty: 5109.256348
	Iteration 125F: 3 clusters Score -5735193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -712053.500000 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -712053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -708161.687500 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -708161.7 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -709165.812500 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -709165.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -709468.000000 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -709468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -709681.875000 Penalty: 4110.239746
	Iteration 3F: 3 clusters Score -709681.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -709821.750000 Penalty: 4110.239746
	Iteration 4Q: 3 clusters Score -709821.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -709938.625000 Penalty: 4110.239746
	Iteration 5Q: 3 clusters Score -709938.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -710028.187500 Penalty: 4110.239746
	Iteration 6Q: 3 clusters Score -710028.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -710101.875000 Penalty: 4110.239746
	Iteration 7Q: 3 clusters Score -710101.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -710163.625000 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -710163.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -710222.562500 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -710222.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -710288.000000 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -710288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -710356.937500 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -710356.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -710426.125000 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -710426.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -710483.875000 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -710483.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -710546.500000 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -710546.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -710615.000000 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -710615 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -710688.125000 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -710688.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -710749.187500 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -710749.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -710810.812500 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -710810.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -710869.812500 Penalty: 4110.239746
	Iteration 19Q: 3 clusters Score -710869.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -710918.562500 Penalty: 4110.239746
	Iteration 20F: 3 clusters Score -710918.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -710964.125000 Penalty: 4110.239746
	Iteration 21Q: 3 clusters Score -710964.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -711011.562500 Penalty: 4110.239746
	Iteration 22Q: 3 clusters Score -711011.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -711056.250000 Penalty: 4110.239746
	Iteration 23Q: 3 clusters Score -711056.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -711091.187500 Penalty: 4110.239746
	Iteration 24Q: 3 clusters Score -711091.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -711119.937500 Penalty: 4110.239746
	Iteration 25Q: 3 clusters Score -711119.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -711138.250000 Penalty: 4110.239746
	Iteration 26Q: 3 clusters Score -711138.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -711170.812500 Penalty: 4110.239746
	Iteration 27Q: 3 clusters Score -711170.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -711199.687500 Penalty: 4110.239746
	Iteration 28Q: 3 clusters Score -711199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -711221.937500 Penalty: 4110.239746
	Iteration 29Q: 3 clusters Score -711221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -711240.125000 Penalty: 4110.239746
	Iteration 30Q: 3 clusters Score -711240.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -711253.500000 Penalty: 4110.239746
	Iteration 31Q: 3 clusters Score -711253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -711262.875000 Penalty: 4110.239746
	Iteration 32Q: 3 clusters Score -711262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -711270.250000 Penalty: 4110.239746
	Iteration 33Q: 3 clusters Score -711270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -711275.812500 Penalty: 4110.239746
	Iteration 34Q: 3 clusters Score -711275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -711281.750000 Penalty: 4110.239746
	Iteration 35Q: 3 clusters Score -711281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -711292.375000 Penalty: 4110.239746
	Iteration 36Q: 3 clusters Score -711292.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -711301.437500 Penalty: 4110.239746
	Iteration 37Q: 3 clusters Score -711301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -711310.250000 Penalty: 4110.239746
	Iteration 38Q: 3 clusters Score -711310.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -711312.125000 Penalty: 4110.239746
	Iteration 39Q: 3 clusters Score -711312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -711314.625000 Penalty: 4110.239746
	Iteration 40F: 3 clusters Score -711314.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -711315.187500 Penalty: 4110.239746
	Iteration 41Q: 3 clusters Score -711315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -711315.187500 Penalty: 4110.239746
	Iteration 42F: 3 clusters Score -711315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Entering Unmasked Estep 
Score: -4617321.500000 Penalty: 2496.070068
	Iteration 0F: 2 clusters Score -4617322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4601260.500000 Penalty: 4992.140137
	Iteration 0F: 3 clusters Score -4601260 nChanged 10445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -4607024.500000 Penalty: 4992.140137
	Iteration 1F: 3 clusters Score -4607024 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4607399.500000 Penalty: 4992.140137
	Iteration 2F: 3 clusters Score -4607400 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -4607693.500000 Penalty: 4992.140137
	Iteration 3Q: 3 clusters Score -4607694 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4607941.500000 Penalty: 4992.140137
	Iteration 4Q: 3 clusters Score -4607942 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4608160.000000 Penalty: 4992.140137
	Iteration 5Q: 3 clusters Score -4608160 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4608377.500000 Penalty: 4992.140137
	Iteration 6Q: 3 clusters Score -4608378 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4608656.500000 Penalty: 4992.140137
	Iteration 7Q: 3 clusters Score -4608656 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4608958.000000 Penalty: 4992.140137
	Iteration 8Q: 3 clusters Score -4608958 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4609364.500000 Penalty: 4992.140137
	Iteration 9Q: 3 clusters Score -4609364 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -4609913.000000 Penalty: 4992.140137
	Iteration 10Q: 3 clusters Score -4609913 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4610661.000000 Penalty: 4992.140137
	Iteration 11Q: 3 clusters Score -4610661 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4611536.000000 Penalty: 4992.140137
	Iteration 12F: 3 clusters Score -4611536 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4612451.000000 Penalty: 4992.140137
	Iteration 13Q: 3 clusters Score -4612451 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4613265.500000 Penalty: 4992.140137
	Iteration 14Q: 3 clusters Score -4613266 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4613914.000000 Penalty: 4992.140137
	Iteration 15Q: 3 clusters Score -4613914 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4614379.500000 Penalty: 4992.140137
	Iteration 16Q: 3 clusters Score -4614380 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -4614652.000000 Penalty: 4992.140137
	Iteration 17Q: 3 clusters Score -4614652 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4614808.500000 Penalty: 4992.140137
	Iteration 18Q: 3 clusters Score -4614808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4614932.500000 Penalty: 4992.140137
	Iteration 19Q: 3 clusters Score -4614932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4615013.500000 Penalty: 4992.140137
	Iteration 20F: 3 clusters Score -4615014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4615064.000000 Penalty: 4992.140137
	Iteration 21Q: 3 clusters Score -4615064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4615098.000000 Penalty: 4992.140137
	Iteration 22Q: 3 clusters Score -4615098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4615112.500000 Penalty: 4992.140137
	Iteration 23Q: 3 clusters Score -4615112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4615121.500000 Penalty: 4992.140137
	Iteration 24Q: 3 clusters Score -4615122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4615134.500000 Penalty: 4992.140137
	Iteration 25Q: 3 clusters Score -4615134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4615136.000000 Penalty: 4992.140137
	Iteration 26Q: 3 clusters Score -4615136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4615138.000000 Penalty: 4992.140137
	Iteration 27Q: 3 clusters Score -4615138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4615138.000000 Penalty: 4992.140137
	Iteration 28F: 3 clusters Score -4615138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Entering Unmasked Estep 
Score: -5577581.000000 Penalty: 2531.187988
	Iteration 0F: 2 clusters Score -5577581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5562020.500000 Penalty: 5062.375977
	Iteration 0F: 3 clusters Score -5562020 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5568875.000000 Penalty: 5062.375977
	Iteration 1F: 3 clusters Score -5568875 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5569377.500000 Penalty: 5062.375977
	Iteration 2F: 3 clusters Score -5569378 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5569837.500000 Penalty: 5062.375977
	Iteration 3F: 3 clusters Score -5569838 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5570304.000000 Penalty: 5062.375977
	Iteration 4F: 3 clusters Score -5570304 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -5570777.000000 Penalty: 5062.375977
	Iteration 5Q: 3 clusters Score -5570777 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5571510.500000 Penalty: 5062.375977
	Iteration 6F: 3 clusters Score -5571510 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5572460.500000 Penalty: 5062.375977
	Iteration 7F: 3 clusters Score -5572460 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -5573524.500000 Penalty: 5062.375977
	Iteration 8F: 3 clusters Score -5573524 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -5574386.000000 Penalty: 5062.375977
	Iteration 9F: 3 clusters Score -5574386 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5574922.000000 Penalty: 5062.375977
	Iteration 10F: 3 clusters Score -5574922 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -5575067.000000 Penalty: 5062.375977
	Iteration 11Q: 3 clusters Score -5575067 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -5575193.500000 Penalty: 5062.375977
	Iteration 12Q: 3 clusters Score -5575194 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5575399.000000 Penalty: 5062.375977
	Iteration 13Q: 3 clusters Score -5575399 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -5575631.500000 Penalty: 5062.375977
	Iteration 14Q: 3 clusters Score -5575632 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -5575881.000000 Penalty: 5062.375977
	Iteration 15Q: 3 clusters Score -5575881 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5576089.000000 Penalty: 5062.375977
	Iteration 16Q: 3 clusters Score -5576089 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5576299.500000 Penalty: 5062.375977
	Iteration 17Q: 3 clusters Score -5576300 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -5576516.500000 Penalty: 5062.375977
	Iteration 18Q: 3 clusters Score -5576516 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5576618.500000 Penalty: 5062.375977
	Iteration 19Q: 3 clusters Score -5576618 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -5576838.500000 Penalty: 5062.375977
	Iteration 20F: 3 clusters Score -5576838 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -5576959.000000 Penalty: 5062.375977
	Iteration 21Q: 3 clusters Score -5576959 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5577124.000000 Penalty: 5062.375977
	Iteration 22Q: 3 clusters Score -5577124 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -5577126.000000 Penalty: 5062.375977
	Iteration 23Q: 3 clusters Score -5577126 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5577191.500000 Penalty: 5062.375977
	Iteration 24Q: 3 clusters Score -5577192 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5577187.000000 Penalty: 5062.375977
	Iteration 25Q: 3 clusters Score -5577187 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5577228.500000 Penalty: 5062.375977
	Iteration 26Q: 3 clusters Score -5577228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5577190.000000 Penalty: 5062.375977
	Iteration 27Q: 3 clusters Score -5577190 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5577154.500000 Penalty: 5062.375977
	Iteration 28Q: 3 clusters Score -5577154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5577121.500000 Penalty: 5062.375977
	Iteration 29Q: 3 clusters Score -5577122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5577097.500000 Penalty: 5062.375977
	Iteration 30Q: 3 clusters Score -5577098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5577056.000000 Penalty: 5062.375977
	Iteration 31Q: 3 clusters Score -5577056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5577043.000000 Penalty: 5062.375977
	Iteration 32Q: 3 clusters Score -5577043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5577048.000000 Penalty: 5062.375977
	Iteration 33Q: 3 clusters Score -5577048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5577034.000000 Penalty: 5062.375977
	Iteration 34Q: 3 clusters Score -5577034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -5577034.500000 Penalty: 5062.375977
	Iteration 35Q: 3 clusters Score -5577034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -5577023.000000 Penalty: 5062.375977
	Iteration 36Q: 3 clusters Score -5577023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5577018.500000 Penalty: 5062.375977
	Iteration 37Q: 3 clusters Score -5577018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5577027.000000 Penalty: 5062.375977
	Iteration 38Q: 3 clusters Score -5577027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -5577019.000000 Penalty: 5062.375977
	Iteration 39Q: 3 clusters Score -5577019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5577035.000000 Penalty: 5062.375977
	Iteration 40F: 3 clusters Score -5577035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5577023.500000 Penalty: 5062.375977
	Iteration 41Q: 3 clusters Score -5577024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5577020.000000 Penalty: 5062.375977
	Iteration 42Q: 3 clusters Score -5577020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5577016.000000 Penalty: 5062.375977
	Iteration 43Q: 3 clusters Score -5577016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5577008.000000 Penalty: 5062.375977
	Iteration 44Q: 3 clusters Score -5577008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5577019.500000 Penalty: 5062.375977
	Iteration 45Q: 3 clusters Score -5577020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -5577019.500000 Penalty: 5062.375977
	Iteration 46Q: 3 clusters Score -5577020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -5577001.000000 Penalty: 5062.375977
	Iteration 47Q: 3 clusters Score -5577001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5577004.000000 Penalty: 5062.375977
	Iteration 48Q: 3 clusters Score -5577004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5577008.500000 Penalty: 5062.375977
	Iteration 49Q: 3 clusters Score -5577008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5577007.000000 Penalty: 5062.375977
	Iteration 50Q: 3 clusters Score -5577007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5577010.000000 Penalty: 5062.375977
	Iteration 51Q: 3 clusters Score -5577010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -5577011.000000 Penalty: 5062.375977
	Iteration 52Q: 3 clusters Score -5577011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5577006.000000 Penalty: 5062.375977
	Iteration 53Q: 3 clusters Score -5577006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5577008.000000 Penalty: 5062.375977
	Iteration 54Q: 3 clusters Score -5577008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -5577001.500000 Penalty: 5062.375977
	Iteration 55Q: 3 clusters Score -5577002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5577004.000000 Penalty: 5062.375977
	Iteration 56Q: 3 clusters Score -5577004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5577009.500000 Penalty: 5062.375977
	Iteration 57Q: 3 clusters Score -5577010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5576996.500000 Penalty: 5062.375977
	Iteration 58Q: 3 clusters Score -5576996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5576993.000000 Penalty: 5062.375977
	Iteration 59Q: 3 clusters Score -5576993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5576989.000000 Penalty: 5062.375977
	Iteration 60F: 3 clusters Score -5576989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5576990.500000 Penalty: 5062.375977
	Iteration 61Q: 3 clusters Score -5576990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5577000.000000 Penalty: 5062.375977
	Iteration 62Q: 3 clusters Score -5577000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5577002.500000 Penalty: 5062.375977
	Iteration 63Q: 3 clusters Score -5577002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5576998.500000 Penalty: 5062.375977
	Iteration 64Q: 3 clusters Score -5576998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -5576995.500000 Penalty: 5062.375977
	Iteration 65Q: 3 clusters Score -5576996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5576996.500000 Penalty: 5062.375977
	Iteration 66Q: 3 clusters Score -5576996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5576996.500000 Penalty: 5062.375977
	Iteration 67F: 3 clusters Score -5576996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Entering Unmasked Estep 
Score: -5598575.500000 Penalty: 2546.160156
	Iteration 0F: 2 clusters Score -5598576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -5580337.000000 Penalty: 5092.320312
	Iteration 0F: 3 clusters Score -5580337 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5587539.500000 Penalty: 5092.320312
	Iteration 1F: 3 clusters Score -5587540 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -5587959.000000 Penalty: 5092.320312
	Iteration 2Q: 3 clusters Score -5587959 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -5588385.500000 Penalty: 5092.320312
	Iteration 3Q: 3 clusters Score -5588386 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -5588862.500000 Penalty: 5092.320312
	Iteration 4Q: 3 clusters Score -5588862 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5589367.000000 Penalty: 5092.320312
	Iteration 5Q: 3 clusters Score -5589367 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -5589897.500000 Penalty: 5092.320312
	Iteration 6Q: 3 clusters Score -5589898 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5590504.500000 Penalty: 5092.320312
	Iteration 7Q: 3 clusters Score -5590504 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5591174.500000 Penalty: 5092.320312
	Iteration 8Q: 3 clusters Score -5591174 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5591999.500000 Penalty: 5092.320312
	Iteration 9Q: 3 clusters Score -5592000 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5592788.500000 Penalty: 5092.320312
	Iteration 10Q: 3 clusters Score -5592788 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5593533.500000 Penalty: 5092.320312
	Iteration 11Q: 3 clusters Score -5593534 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5594370.000000 Penalty: 5092.320312
	Iteration 12Q: 3 clusters Score -5594370 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5594914.000000 Penalty: 5092.320312
	Iteration 13Q: 3 clusters Score -5594914 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5595324.500000 Penalty: 5092.320312
	Iteration 14Q: 3 clusters Score -5595324 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5595604.000000 Penalty: 5092.320312
	Iteration 15Q: 3 clusters Score -5595604 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5595752.000000 Penalty: 5092.320312
	Iteration 16Q: 3 clusters Score -5595752 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -5595883.000000 Penalty: 5092.320312
	Iteration 17Q: 3 clusters Score -5595883 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -5595982.000000 Penalty: 5092.320312
	Iteration 18Q: 3 clusters Score -5595982 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5596123.500000 Penalty: 5092.320312
	Iteration 19Q: 3 clusters Score -5596124 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5596200.000000 Penalty: 5092.320312
	Iteration 20F: 3 clusters Score -5596200 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5596286.000000 Penalty: 5092.320312
	Iteration 21Q: 3 clusters Score -5596286 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5596329.500000 Penalty: 5092.320312
	Iteration 22Q: 3 clusters Score -5596330 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5596349.000000 Penalty: 5092.320312
	Iteration 23Q: 3 clusters Score -5596349 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5596370.500000 Penalty: 5092.320312
	Iteration 24Q: 3 clusters Score -5596370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5596389.500000 Penalty: 5092.320312
	Iteration 25Q: 3 clusters Score -5596390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5596409.500000 Penalty: 5092.320312
	Iteration 26Q: 3 clusters Score -5596410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5596408.500000 Penalty: 5092.320312
	Iteration 27Q: 3 clusters Score -5596408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5596410.000000 Penalty: 5092.320312
	Iteration 28Q: 3 clusters Score -5596410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5596419.000000 Penalty: 5092.320312
	Iteration 29Q: 3 clusters Score -5596419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5596438.000000 Penalty: 5092.320312
	Iteration 30Q: 3 clusters Score -5596438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -5596464.000000 Penalty: 5092.320312
	Iteration 31Q: 3 clusters Score -5596464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5596470.500000 Penalty: 5092.320312
	Iteration 32Q: 3 clusters Score -5596470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -5596472.500000 Penalty: 5092.320312
	Iteration 33Q: 3 clusters Score -5596472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5596479.000000 Penalty: 5092.320312
	Iteration 34Q: 3 clusters Score -5596479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5596490.500000 Penalty: 5092.320312
	Iteration 35Q: 3 clusters Score -5596490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5596512.000000 Penalty: 5092.320312
	Iteration 36Q: 3 clusters Score -5596512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5596507.500000 Penalty: 5092.320312
	Iteration 37Q: 3 clusters Score -5596508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5596516.000000 Penalty: 5092.320312
	Iteration 38Q: 3 clusters Score -5596516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -5596518.500000 Penalty: 5092.320312
	Iteration 39Q: 3 clusters Score -5596518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5596518.000000 Penalty: 5092.320312
	Iteration 40F: 3 clusters Score -5596518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5596517.000000 Penalty: 5092.320312
	Iteration 41Q: 3 clusters Score -5596517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5596521.000000 Penalty: 5092.320312
	Iteration 42Q: 3 clusters Score -5596521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5596522.000000 Penalty: 5092.320312
	Iteration 43Q: 3 clusters Score -5596522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5596522.000000 Penalty: 5092.320312
	Iteration 44F: 3 clusters Score -5596522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Entering Unmasked Estep 
Score: -810166.500000 Penalty: 2071.667480
	Iteration 0F: 2 clusters Score -810166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -806073.750000 Penalty: 4143.334961
	Iteration 0F: 3 clusters Score -806073.8 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -806943.750000 Penalty: 4143.334961
	Iteration 1F: 3 clusters Score -806943.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -807126.000000 Penalty: 4143.334961
	Iteration 2F: 3 clusters Score -807126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -807254.375000 Penalty: 4143.334961
	Iteration 3F: 3 clusters Score -807254.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -807348.000000 Penalty: 4143.334961
	Iteration 4Q: 3 clusters Score -807348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -807419.875000 Penalty: 4143.334961
	Iteration 5Q: 3 clusters Score -807419.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -807490.437500 Penalty: 4143.334961
	Iteration 6Q: 3 clusters Score -807490.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -807550.812500 Penalty: 4143.334961
	Iteration 7Q: 3 clusters Score -807550.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -807595.250000 Penalty: 4143.334961
	Iteration 8Q: 3 clusters Score -807595.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -807638.750000 Penalty: 4143.334961
	Iteration 9Q: 3 clusters Score -807638.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -807663.562500 Penalty: 4143.334961
	Iteration 10Q: 3 clusters Score -807663.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -807685.437500 Penalty: 4143.334961
	Iteration 11Q: 3 clusters Score -807685.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -807702.562500 Penalty: 4143.334961
	Iteration 12Q: 3 clusters Score -807702.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -807716.687500 Penalty: 4143.334961
	Iteration 13Q: 3 clusters Score -807716.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -807729.937500 Penalty: 4143.334961
	Iteration 14Q: 3 clusters Score -807729.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -807739.500000 Penalty: 4143.334961
	Iteration 15Q: 3 clusters Score -807739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -807750.187500 Penalty: 4143.334961
	Iteration 16Q: 3 clusters Score -807750.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -807758.250000 Penalty: 4143.334961
	Iteration 17Q: 3 clusters Score -807758.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -807767.187500 Penalty: 4143.334961
	Iteration 18Q: 3 clusters Score -807767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -807777.625000 Penalty: 4143.334961
	Iteration 19Q: 3 clusters Score -807777.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -807792.125000 Penalty: 4143.334961
	Iteration 20F: 3 clusters Score -807792.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -807805.125000 Penalty: 4143.334961
	Iteration 21Q: 3 clusters Score -807805.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -807821.500000 Penalty: 4143.334961
	Iteration 22Q: 3 clusters Score -807821.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -807840.562500 Penalty: 4143.334961
	Iteration 23Q: 3 clusters Score -807840.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -807858.125000 Penalty: 4143.334961
	Iteration 24Q: 3 clusters Score -807858.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -807877.812500 Penalty: 4143.334961
	Iteration 25Q: 3 clusters Score -807877.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -807896.812500 Penalty: 4143.334961
	Iteration 26Q: 3 clusters Score -807896.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -807915.500000 Penalty: 4143.334961
	Iteration 27Q: 3 clusters Score -807915.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -807930.000000 Penalty: 4143.334961
	Iteration 28Q: 3 clusters Score -807930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -807945.375000 Penalty: 4143.334961
	Iteration 29Q: 3 clusters Score -807945.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -807956.937500 Penalty: 4143.334961
	Iteration 30Q: 3 clusters Score -807956.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -807979.187500 Penalty: 4143.334961
	Iteration 31Q: 3 clusters Score -807979.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -808002.500000 Penalty: 4143.334961
	Iteration 32Q: 3 clusters Score -808002.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -808019.625000 Penalty: 4143.334961
	Iteration 33Q: 3 clusters Score -808019.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -808038.625000 Penalty: 4143.334961
	Iteration 34Q: 3 clusters Score -808038.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -808058.187500 Penalty: 4143.334961
	Iteration 35Q: 3 clusters Score -808058.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -808071.937500 Penalty: 4143.334961
	Iteration 36Q: 3 clusters Score -808071.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -808089.187500 Penalty: 4143.334961
	Iteration 37Q: 3 clusters Score -808089.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -808103.687500 Penalty: 4143.334961
	Iteration 38Q: 3 clusters Score -808103.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -808131.250000 Penalty: 4143.334961
	Iteration 39Q: 3 clusters Score -808131.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -808147.250000 Penalty: 4143.334961
	Iteration 40F: 3 clusters Score -808147.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -808156.562500 Penalty: 4143.334961
	Iteration 41Q: 3 clusters Score -808156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -808160.687500 Penalty: 4143.334961
	Iteration 42Q: 3 clusters Score -808160.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -808166.937500 Penalty: 4143.334961
	Iteration 43Q: 3 clusters Score -808166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -808168.312500 Penalty: 4143.334961
	Iteration 44Q: 3 clusters Score -808168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -808171.125000 Penalty: 4143.334961
	Iteration 45Q: 3 clusters Score -808171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -808172.375000 Penalty: 4143.334961
	Iteration 46Q: 3 clusters Score -808172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -808172.687500 Penalty: 4143.334961
	Iteration 47Q: 3 clusters Score -808172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -808172.687500 Penalty: 4143.334961
	Iteration 48F: 3 clusters Score -808172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Entering Unmasked Estep 
Score: -5568764.000000 Penalty: 2558.481445
	Iteration 0F: 2 clusters Score -5568764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5548127.500000 Penalty: 5116.962891
	Iteration 0F: 3 clusters Score -5548128 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5555499.000000 Penalty: 5116.962891
	Iteration 1F: 3 clusters Score -5555499 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -5555923.000000 Penalty: 5116.962891
	Iteration 2Q: 3 clusters Score -5555923 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5556354.000000 Penalty: 5116.962891
	Iteration 3Q: 3 clusters Score -5556354 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5556830.500000 Penalty: 5116.962891
	Iteration 4Q: 3 clusters Score -5556830 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -5557387.500000 Penalty: 5116.962891
	Iteration 5Q: 3 clusters Score -5557388 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -5558198.500000 Penalty: 5116.962891
	Iteration 6F: 3 clusters Score -5558198 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5559453.000000 Penalty: 5116.962891
	Iteration 7F: 3 clusters Score -5559453 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -5561267.500000 Penalty: 5116.962891
	Iteration 8F: 3 clusters Score -5561268 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5563279.000000 Penalty: 5116.962891
	Iteration 9F: 3 clusters Score -5563279 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5564819.000000 Penalty: 5116.962891
	Iteration 10F: 3 clusters Score -5564819 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5565738.000000 Penalty: 5116.962891
	Iteration 11Q: 3 clusters Score -5565738 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5566156.000000 Penalty: 5116.962891
	Iteration 12Q: 3 clusters Score -5566156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5566340.000000 Penalty: 5116.962891
	Iteration 13Q: 3 clusters Score -5566340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5566434.000000 Penalty: 5116.962891
	Iteration 14Q: 3 clusters Score -5566434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5566479.000000 Penalty: 5116.962891
	Iteration 15Q: 3 clusters Score -5566479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5566489.500000 Penalty: 5116.962891
	Iteration 16Q: 3 clusters Score -5566490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5566503.000000 Penalty: 5116.962891
	Iteration 17Q: 3 clusters Score -5566503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5566520.500000 Penalty: 5116.962891
	Iteration 18Q: 3 clusters Score -5566520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5566535.500000 Penalty: 5116.962891
	Iteration 19Q: 3 clusters Score -5566536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5566530.000000 Penalty: 5116.962891
	Iteration 20F: 3 clusters Score -5566530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5566532.500000 Penalty: 5116.962891
	Iteration 21Q: 3 clusters Score -5566532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5566532.500000 Penalty: 5116.962891
	Iteration 22F: 3 clusters Score -5566532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Entering Unmasked Estep 
Score: -4644091.500000 Penalty: 2487.163574
	Iteration 0F: 2 clusters Score -4644092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4630571.000000 Penalty: 4974.327148
	Iteration 0F: 3 clusters Score -4630571 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4636280.000000 Penalty: 4974.327148
	Iteration 1F: 3 clusters Score -4636280 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4636843.000000 Penalty: 4974.327148
	Iteration 2F: 3 clusters Score -4636843 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4637412.000000 Penalty: 4974.327148
	Iteration 3F: 3 clusters Score -4637412 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4638049.000000 Penalty: 4974.327148
	Iteration 4F: 3 clusters Score -4638049 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -4638780.000000 Penalty: 4974.327148
	Iteration 5F: 3 clusters Score -4638780 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4639656.000000 Penalty: 4974.327148
	Iteration 6F: 3 clusters Score -4639656 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4640687.000000 Penalty: 4974.327148
	Iteration 7F: 3 clusters Score -4640687 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4641625.000000 Penalty: 4974.327148
	Iteration 8F: 3 clusters Score -4641625 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4642186.500000 Penalty: 4974.327148
	Iteration 9Q: 3 clusters Score -4642186 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4642464.500000 Penalty: 4974.327148
	Iteration 10Q: 3 clusters Score -4642464 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4642631.500000 Penalty: 4974.327148
	Iteration 11Q: 3 clusters Score -4642632 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -4642702.500000 Penalty: 4974.327148
	Iteration 12Q: 3 clusters Score -4642702 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4642752.500000 Penalty: 4974.327148
	Iteration 13Q: 3 clusters Score -4642752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4642793.000000 Penalty: 4974.327148
	Iteration 14Q: 3 clusters Score -4642793 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4642820.500000 Penalty: 4974.327148
	Iteration 15Q: 3 clusters Score -4642820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4642842.000000 Penalty: 4974.327148
	Iteration 16Q: 3 clusters Score -4642842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -4642855.000000 Penalty: 4974.327148
	Iteration 17Q: 3 clusters Score -4642855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -4642892.000000 Penalty: 4974.327148
	Iteration 18Q: 3 clusters Score -4642892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4642903.000000 Penalty: 4974.327148
	Iteration 19Q: 3 clusters Score -4642903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4642894.500000 Penalty: 4974.327148
	Iteration 20F: 3 clusters Score -4642894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4642909.500000 Penalty: 4974.327148
	Iteration 21Q: 3 clusters Score -4642910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4642915.000000 Penalty: 4974.327148
	Iteration 22Q: 3 clusters Score -4642915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4642933.000000 Penalty: 4974.327148
	Iteration 23Q: 3 clusters Score -4642933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4642931.000000 Penalty: 4974.327148
	Iteration 24Q: 3 clusters Score -4642931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4642929.500000 Penalty: 4974.327148
	Iteration 25Q: 3 clusters Score -4642930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4642924.500000 Penalty: 4974.327148
	Iteration 26Q: 3 clusters Score -4642924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4642933.500000 Penalty: 4974.327148
	Iteration 27Q: 3 clusters Score -4642934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4642947.500000 Penalty: 4974.327148
	Iteration 28Q: 3 clusters Score -4642948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4642954.000000 Penalty: 4974.327148
	Iteration 29Q: 3 clusters Score -4642954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4642955.500000 Penalty: 4974.327148
	Iteration 30Q: 3 clusters Score -4642956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4642943.500000 Penalty: 4974.327148
	Iteration 31Q: 3 clusters Score -4642944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4642949.500000 Penalty: 4974.327148
	Iteration 32Q: 3 clusters Score -4642950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4642952.500000 Penalty: 4974.327148
	Iteration 33Q: 3 clusters Score -4642952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4642952.000000 Penalty: 4974.327148
	Iteration 34Q: 3 clusters Score -4642952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4642942.500000 Penalty: 4974.327148
	Iteration 35Q: 3 clusters Score -4642942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4642942.500000 Penalty: 4974.327148
	Iteration 36Q: 3 clusters Score -4642942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4642943.500000 Penalty: 4974.327148
	Iteration 37Q: 3 clusters Score -4642944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4642945.500000 Penalty: 4974.327148
	Iteration 38Q: 3 clusters Score -4642946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4642941.000000 Penalty: 4974.327148
	Iteration 39Q: 3 clusters Score -4642941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4642950.500000 Penalty: 4974.327148
	Iteration 40F: 3 clusters Score -4642950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4642954.000000 Penalty: 4974.327148
	Iteration 41Q: 3 clusters Score -4642954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4642954.500000 Penalty: 4974.327148
	Iteration 42Q: 3 clusters Score -4642954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4642962.500000 Penalty: 4974.327148
	Iteration 43Q: 3 clusters Score -4642962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4642958.000000 Penalty: 4974.327148
	Iteration 44Q: 3 clusters Score -4642958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4642964.000000 Penalty: 4974.327148
	Iteration 45Q: 3 clusters Score -4642964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4642964.000000 Penalty: 4974.327148
	Iteration 46F: 3 clusters Score -4642964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Entering Unmasked Estep 
Score: -6265196.000000 Penalty: 2579.572510
	Iteration 0F: 2 clusters Score -6265196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6243817.000000 Penalty: 5159.145020
	Iteration 0F: 3 clusters Score -6243817 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6251716.500000 Penalty: 5159.145020
	Iteration 1F: 3 clusters Score -6251716 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -6252116.000000 Penalty: 5159.145020
	Iteration 2Q: 3 clusters Score -6252116 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -6252548.500000 Penalty: 5159.145020
	Iteration 3Q: 3 clusters Score -6252548 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6252997.500000 Penalty: 5159.145020
	Iteration 4Q: 3 clusters Score -6252998 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6253460.000000 Penalty: 5159.145020
	Iteration 5Q: 3 clusters Score -6253460 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6254007.000000 Penalty: 5159.145020
	Iteration 6Q: 3 clusters Score -6254007 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -6254559.500000 Penalty: 5159.145020
	Iteration 7Q: 3 clusters Score -6254560 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -6255187.500000 Penalty: 5159.145020
	Iteration 8Q: 3 clusters Score -6255188 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -6255882.500000 Penalty: 5159.145020
	Iteration 9Q: 3 clusters Score -6255882 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -6256647.500000 Penalty: 5159.145020
	Iteration 10Q: 3 clusters Score -6256648 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6257317.000000 Penalty: 5159.145020
	Iteration 11Q: 3 clusters Score -6257317 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -6257915.500000 Penalty: 5159.145020
	Iteration 12Q: 3 clusters Score -6257916 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -6258523.500000 Penalty: 5159.145020
	Iteration 13Q: 3 clusters Score -6258524 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6259238.000000 Penalty: 5159.145020
	Iteration 14Q: 3 clusters Score -6259238 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -6260005.500000 Penalty: 5159.145020
	Iteration 15Q: 3 clusters Score -6260006 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -6260719.500000 Penalty: 5159.145020
	Iteration 16Q: 3 clusters Score -6260720 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -6261292.000000 Penalty: 5159.145020
	Iteration 17Q: 3 clusters Score -6261292 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6261750.500000 Penalty: 5159.145020
	Iteration 18Q: 3 clusters Score -6261750 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6262086.500000 Penalty: 5159.145020
	Iteration 19Q: 3 clusters Score -6262086 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -6262338.500000 Penalty: 5159.145020
	Iteration 20F: 3 clusters Score -6262338 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -6262535.000000 Penalty: 5159.145020
	Iteration 21Q: 3 clusters Score -6262535 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -6262673.500000 Penalty: 5159.145020
	Iteration 22Q: 3 clusters Score -6262674 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -6262736.500000 Penalty: 5159.145020
	Iteration 23Q: 3 clusters Score -6262736 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -6262804.000000 Penalty: 5159.145020
	Iteration 24Q: 3 clusters Score -6262804 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -6262879.000000 Penalty: 5159.145020
	Iteration 25Q: 3 clusters Score -6262879 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -6262908.000000 Penalty: 5159.145020
	Iteration 26Q: 3 clusters Score -6262908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -6262934.000000 Penalty: 5159.145020
	Iteration 27Q: 3 clusters Score -6262934 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6262976.500000 Penalty: 5159.145020
	Iteration 28Q: 3 clusters Score -6262976 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6263002.000000 Penalty: 5159.145020
	Iteration 29Q: 3 clusters Score -6263002 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6263034.500000 Penalty: 5159.145020
	Iteration 30Q: 3 clusters Score -6263034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6263047.500000 Penalty: 5159.145020
	Iteration 31Q: 3 clusters Score -6263048 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6263056.500000 Penalty: 5159.145020
	Iteration 32Q: 3 clusters Score -6263056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -6263076.000000 Penalty: 5159.145020
	Iteration 33Q: 3 clusters Score -6263076 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6263094.500000 Penalty: 5159.145020
	Iteration 34Q: 3 clusters Score -6263094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6263111.000000 Penalty: 5159.145020
	Iteration 35Q: 3 clusters Score -6263111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6263120.000000 Penalty: 5159.145020
	Iteration 36Q: 3 clusters Score -6263120 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6263132.500000 Penalty: 5159.145020
	Iteration 37Q: 3 clusters Score -6263132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -6263190.500000 Penalty: 5159.145020
	Iteration 38Q: 3 clusters Score -6263190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6263241.000000 Penalty: 5159.145020
	Iteration 39Q: 3 clusters Score -6263241 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6263267.500000 Penalty: 5159.145020
	Iteration 40F: 3 clusters Score -6263268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6263275.000000 Penalty: 5159.145020
	Iteration 41Q: 3 clusters Score -6263275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6263291.000000 Penalty: 5159.145020
	Iteration 42Q: 3 clusters Score -6263291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6263314.000000 Penalty: 5159.145020
	Iteration 43Q: 3 clusters Score -6263314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6263324.500000 Penalty: 5159.145020
	Iteration 44Q: 3 clusters Score -6263324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6263332.000000 Penalty: 5159.145020
	Iteration 45Q: 3 clusters Score -6263332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6263338.500000 Penalty: 5159.145020
	Iteration 46Q: 3 clusters Score -6263338 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -6263363.000000 Penalty: 5159.145020
	Iteration 47Q: 3 clusters Score -6263363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6263371.000000 Penalty: 5159.145020
	Iteration 48Q: 3 clusters Score -6263371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6263376.500000 Penalty: 5159.145020
	Iteration 49Q: 3 clusters Score -6263376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6263382.000000 Penalty: 5159.145020
	Iteration 50Q: 3 clusters Score -6263382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6263383.000000 Penalty: 5159.145020
	Iteration 51Q: 3 clusters Score -6263383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6263383.500000 Penalty: 5159.145020
	Iteration 52Q: 3 clusters Score -6263384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6263378.500000 Penalty: 5159.145020
	Iteration 53Q: 3 clusters Score -6263378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6263373.500000 Penalty: 5159.145020
	Iteration 54Q: 3 clusters Score -6263374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6263377.500000 Penalty: 5159.145020
	Iteration 55Q: 3 clusters Score -6263378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6263390.500000 Penalty: 5159.145020
	Iteration 56Q: 3 clusters Score -6263390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6263399.500000 Penalty: 5159.145020
	Iteration 57Q: 3 clusters Score -6263400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -6263401.000000 Penalty: 5159.145020
	Iteration 58Q: 3 clusters Score -6263401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6263401.000000 Penalty: 5159.145020
	Iteration 59Q: 3 clusters Score -6263401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -6263397.000000 Penalty: 5159.145020
	Iteration 60F: 3 clusters Score -6263397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6263408.500000 Penalty: 5159.145020
	Iteration 61Q: 3 clusters Score -6263408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6263402.500000 Penalty: 5159.145020
	Iteration 62Q: 3 clusters Score -6263402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6263400.500000 Penalty: 5159.145020
	Iteration 63Q: 3 clusters Score -6263400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6263409.500000 Penalty: 5159.145020
	Iteration 64Q: 3 clusters Score -6263410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -6263410.000000 Penalty: 5159.145020
	Iteration 65Q: 3 clusters Score -6263410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6263410.000000 Penalty: 5159.145020
	Iteration 66Q: 3 clusters Score -6263410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6263420.000000 Penalty: 5159.145020
	Iteration 67Q: 3 clusters Score -6263420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6263408.000000 Penalty: 5159.145020
	Iteration 68Q: 3 clusters Score -6263408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6263422.500000 Penalty: 5159.145020
	Iteration 69Q: 3 clusters Score -6263422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6263422.500000 Penalty: 5159.145020
	Iteration 70Q: 3 clusters Score -6263422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6263414.500000 Penalty: 5159.145020
	Iteration 71Q: 3 clusters Score -6263414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6263407.000000 Penalty: 5159.145020
	Iteration 72Q: 3 clusters Score -6263407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6263422.500000 Penalty: 5159.145020
	Iteration 73Q: 3 clusters Score -6263422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6263416.000000 Penalty: 5159.145020
	Iteration 74Q: 3 clusters Score -6263416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6263417.000000 Penalty: 5159.145020
	Iteration 75Q: 3 clusters Score -6263417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -6263420.000000 Penalty: 5159.145020
	Iteration 76Q: 3 clusters Score -6263420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6263423.500000 Penalty: 5159.145020
	Iteration 77Q: 3 clusters Score -6263424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6263422.500000 Penalty: 5159.145020
	Iteration 78Q: 3 clusters Score -6263422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6263428.000000 Penalty: 5159.145020
	Iteration 79Q: 3 clusters Score -6263428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -6263425.500000 Penalty: 5159.145020
	Iteration 80F: 3 clusters Score -6263426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -6263424.500000 Penalty: 5159.145020
	Iteration 81Q: 3 clusters Score -6263424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6263429.500000 Penalty: 5159.145020
	Iteration 82Q: 3 clusters Score -6263430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6263429.500000 Penalty: 5159.145020
	Iteration 83F: 3 clusters Score -6263430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Entering Unmasked Estep 
Score: -8346654.500000 Penalty: 2647.722412
	Iteration 0F: 2 clusters Score -8346654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8320377.500000 Penalty: 5295.444824
	Iteration 0F: 3 clusters Score -8320378 nChanged 19886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8331320.000000 Penalty: 5295.444824
	Iteration 1F: 3 clusters Score -8331320 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -8331846.500000 Penalty: 5295.444824
	Iteration 2Q: 3 clusters Score -8331846 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8332341.000000 Penalty: 5295.444824
	Iteration 3Q: 3 clusters Score -8332341 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8332861.000000 Penalty: 5295.444824
	Iteration 4Q: 3 clusters Score -8332861 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -8333476.000000 Penalty: 5295.444824
	Iteration 5Q: 3 clusters Score -8333476 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -8334338.000000 Penalty: 5295.444824
	Iteration 6Q: 3 clusters Score -8334338 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -8335511.000000 Penalty: 5295.444824
	Iteration 7F: 3 clusters Score -8335511 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -8337158.500000 Penalty: 5295.444824
	Iteration 8F: 3 clusters Score -8337158 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -8339132.500000 Penalty: 5295.444824
	Iteration 9F: 3 clusters Score -8339132 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8340995.500000 Penalty: 5295.444824
	Iteration 10F: 3 clusters Score -8340996 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8342315.500000 Penalty: 5295.444824
	Iteration 11Q: 3 clusters Score -8342316 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8343125.000000 Penalty: 5295.444824
	Iteration 12Q: 3 clusters Score -8343125 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8343679.500000 Penalty: 5295.444824
	Iteration 13Q: 3 clusters Score -8343680 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8343961.000000 Penalty: 5295.444824
	Iteration 14Q: 3 clusters Score -8343961 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8344112.000000 Penalty: 5295.444824
	Iteration 15Q: 3 clusters Score -8344112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8344196.000000 Penalty: 5295.444824
	Iteration 16Q: 3 clusters Score -8344196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8344281.500000 Penalty: 5295.444824
	Iteration 17Q: 3 clusters Score -8344282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8344319.500000 Penalty: 5295.444824
	Iteration 18Q: 3 clusters Score -8344320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8344338.500000 Penalty: 5295.444824
	Iteration 19Q: 3 clusters Score -8344338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8344358.500000 Penalty: 5295.444824
	Iteration 20F: 3 clusters Score -8344358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8344361.500000 Penalty: 5295.444824
	Iteration 21Q: 3 clusters Score -8344362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8344371.500000 Penalty: 5295.444824
	Iteration 22Q: 3 clusters Score -8344372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8344376.000000 Penalty: 5295.444824
	Iteration 23Q: 3 clusters Score -8344376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8344397.000000 Penalty: 5295.444824
	Iteration 24Q: 3 clusters Score -8344397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8344409.500000 Penalty: 5295.444824
	Iteration 25Q: 3 clusters Score -8344410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8344422.500000 Penalty: 5295.444824
	Iteration 26Q: 3 clusters Score -8344422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8344420.500000 Penalty: 5295.444824
	Iteration 27Q: 3 clusters Score -8344420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8344435.000000 Penalty: 5295.444824
	Iteration 28Q: 3 clusters Score -8344435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8344430.500000 Penalty: 5295.444824
	Iteration 29Q: 3 clusters Score -8344430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8344442.000000 Penalty: 5295.444824
	Iteration 30Q: 3 clusters Score -8344442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8344442.000000 Penalty: 5295.444824
	Iteration 31F: 3 clusters Score -8344442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -135200.281250 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135200.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135449.718750 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135449.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135517.546875 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135517.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -135579.078125 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135638.187500 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135638.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -135766.062500 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135766.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -135949.421875 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135949.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -136021.046875 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -136021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -136056.859375 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -136056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -136074.078125 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -136089.296875 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136089.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -136092.468750 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -136101.203125 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -136104.062500 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136106.171875 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -136111.921875 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -136114.921875 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -136117.453125 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136118.109375 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -136118.109375 Penalty: 3293.378418
	Iteration 19F: 3 clusters Score -136118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Entering Unmasked Estep 
Score: -5914601.500000 Penalty: 2561.555664
	Iteration 0F: 2 clusters Score -5914602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5895292.500000 Penalty: 5123.111328
	Iteration 0F: 3 clusters Score -5895292 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5902897.500000 Penalty: 5123.111328
	Iteration 1F: 3 clusters Score -5902898 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5903436.500000 Penalty: 5123.111328
	Iteration 2Q: 3 clusters Score -5903436 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5903932.000000 Penalty: 5123.111328
	Iteration 3Q: 3 clusters Score -5903932 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -5904650.500000 Penalty: 5123.111328
	Iteration 4Q: 3 clusters Score -5904650 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5905422.000000 Penalty: 5123.111328
	Iteration 5Q: 3 clusters Score -5905422 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -5906454.000000 Penalty: 5123.111328
	Iteration 6F: 3 clusters Score -5906454 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5907638.500000 Penalty: 5123.111328
	Iteration 7F: 3 clusters Score -5907638 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -5909053.000000 Penalty: 5123.111328
	Iteration 8F: 3 clusters Score -5909053 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5910195.000000 Penalty: 5123.111328
	Iteration 9Q: 3 clusters Score -5910195 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -5911064.500000 Penalty: 5123.111328
	Iteration 10Q: 3 clusters Score -5911064 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -5911664.500000 Penalty: 5123.111328
	Iteration 11Q: 3 clusters Score -5911664 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5911947.000000 Penalty: 5123.111328
	Iteration 12Q: 3 clusters Score -5911947 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5912128.000000 Penalty: 5123.111328
	Iteration 13Q: 3 clusters Score -5912128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5912227.000000 Penalty: 5123.111328
	Iteration 14Q: 3 clusters Score -5912227 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5912305.500000 Penalty: 5123.111328
	Iteration 15Q: 3 clusters Score -5912306 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5912363.500000 Penalty: 5123.111328
	Iteration 16Q: 3 clusters Score -5912364 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5912418.500000 Penalty: 5123.111328
	Iteration 17Q: 3 clusters Score -5912418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5912455.500000 Penalty: 5123.111328
	Iteration 18Q: 3 clusters Score -5912456 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5912488.000000 Penalty: 5123.111328
	Iteration 19Q: 3 clusters Score -5912488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5912507.000000 Penalty: 5123.111328
	Iteration 20F: 3 clusters Score -5912507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5912527.500000 Penalty: 5123.111328
	Iteration 21Q: 3 clusters Score -5912528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5912535.500000 Penalty: 5123.111328
	Iteration 22Q: 3 clusters Score -5912536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5912547.500000 Penalty: 5123.111328
	Iteration 23Q: 3 clusters Score -5912548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5912553.000000 Penalty: 5123.111328
	Iteration 24Q: 3 clusters Score -5912553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5912565.000000 Penalty: 5123.111328
	Iteration 25Q: 3 clusters Score -5912565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5912564.000000 Penalty: 5123.111328
	Iteration 26Q: 3 clusters Score -5912564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5912587.000000 Penalty: 5123.111328
	Iteration 27Q: 3 clusters Score -5912587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5912586.500000 Penalty: 5123.111328
	Iteration 28Q: 3 clusters Score -5912586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5912592.500000 Penalty: 5123.111328
	Iteration 29Q: 3 clusters Score -5912592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5912593.000000 Penalty: 5123.111328
	Iteration 30Q: 3 clusters Score -5912593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5912595.500000 Penalty: 5123.111328
	Iteration 31Q: 3 clusters Score -5912596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5912592.500000 Penalty: 5123.111328
	Iteration 32Q: 3 clusters Score -5912592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5912594.500000 Penalty: 5123.111328
	Iteration 33Q: 3 clusters Score -5912594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5912588.500000 Penalty: 5123.111328
	Iteration 34Q: 3 clusters Score -5912588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5912587.500000 Penalty: 5123.111328
	Iteration 35Q: 3 clusters Score -5912588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5912584.500000 Penalty: 5123.111328
	Iteration 36Q: 3 clusters Score -5912584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5912587.000000 Penalty: 5123.111328
	Iteration 37Q: 3 clusters Score -5912587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5912587.500000 Penalty: 5123.111328
	Iteration 38Q: 3 clusters Score -5912588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5912587.500000 Penalty: 5123.111328
	Iteration 39F: 3 clusters Score -5912588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Entering Unmasked Estep 
Score: -4658565.000000 Penalty: 2485.649658
	Iteration 0F: 2 clusters Score -4658565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4645463.000000 Penalty: 4971.299316
	Iteration 0F: 3 clusters Score -4645463 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4650803.000000 Penalty: 4971.299316
	Iteration 1F: 3 clusters Score -4650803 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4651095.500000 Penalty: 4971.299316
	Iteration 2F: 3 clusters Score -4651096 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4651359.000000 Penalty: 4971.299316
	Iteration 3Q: 3 clusters Score -4651359 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -4651573.000000 Penalty: 4971.299316
	Iteration 4Q: 3 clusters Score -4651573 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -4651723.000000 Penalty: 4971.299316
	Iteration 5Q: 3 clusters Score -4651723 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4651874.500000 Penalty: 4971.299316
	Iteration 6Q: 3 clusters Score -4651874 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -4652004.500000 Penalty: 4971.299316
	Iteration 7Q: 3 clusters Score -4652004 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4652122.500000 Penalty: 4971.299316
	Iteration 8Q: 3 clusters Score -4652122 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -4652260.500000 Penalty: 4971.299316
	Iteration 9Q: 3 clusters Score -4652260 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4652444.000000 Penalty: 4971.299316
	Iteration 10Q: 3 clusters Score -4652444 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -4652712.000000 Penalty: 4971.299316
	Iteration 11Q: 3 clusters Score -4652712 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4653103.500000 Penalty: 4971.299316
	Iteration 12Q: 3 clusters Score -4653104 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -4653614.500000 Penalty: 4971.299316
	Iteration 13Q: 3 clusters Score -4653614 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4654269.000000 Penalty: 4971.299316
	Iteration 14Q: 3 clusters Score -4654269 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4655023.000000 Penalty: 4971.299316
	Iteration 15F: 3 clusters Score -4655023 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4655355.500000 Penalty: 4971.299316
	Iteration 16Q: 3 clusters Score -4655356 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4655378.500000 Penalty: 4971.299316
	Iteration 17Q: 3 clusters Score -4655378 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4655321.500000 Penalty: 4971.299316
	Iteration 18Q: 3 clusters Score -4655322 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4655266.000000 Penalty: 4971.299316
	Iteration 19Q: 3 clusters Score -4655266 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4655192.000000 Penalty: 4971.299316
	Iteration 20F: 3 clusters Score -4655192 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4655381.000000 Penalty: 4971.299316
	Iteration 21Q: 3 clusters Score -4655381 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4655611.500000 Penalty: 4971.299316
	Iteration 22Q: 3 clusters Score -4655612 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4655792.500000 Penalty: 4971.299316
	Iteration 23Q: 3 clusters Score -4655792 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4655933.000000 Penalty: 4971.299316
	Iteration 24Q: 3 clusters Score -4655933 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4656068.000000 Penalty: 4971.299316
	Iteration 25Q: 3 clusters Score -4656068 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4656147.000000 Penalty: 4971.299316
	Iteration 26Q: 3 clusters Score -4656147 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4656163.500000 Penalty: 4971.299316
	Iteration 27Q: 3 clusters Score -4656164 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4656192.000000 Penalty: 4971.299316
	Iteration 28Q: 3 clusters Score -4656192 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4656201.500000 Penalty: 4971.299316
	Iteration 29Q: 3 clusters Score -4656202 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4656216.500000 Penalty: 4971.299316
	Iteration 30Q: 3 clusters Score -4656216 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4656211.500000 Penalty: 4971.299316
	Iteration 31Q: 3 clusters Score -4656212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -4656226.500000 Penalty: 4971.299316
	Iteration 32Q: 3 clusters Score -4656226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4656244.000000 Penalty: 4971.299316
	Iteration 33Q: 3 clusters Score -4656244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4656266.500000 Penalty: 4971.299316
	Iteration 34Q: 3 clusters Score -4656266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4656265.500000 Penalty: 4971.299316
	Iteration 35Q: 3 clusters Score -4656266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4656268.000000 Penalty: 4971.299316
	Iteration 36Q: 3 clusters Score -4656268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4656270.500000 Penalty: 4971.299316
	Iteration 37Q: 3 clusters Score -4656270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4656298.500000 Penalty: 4971.299316
	Iteration 38Q: 3 clusters Score -4656298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4656307.500000 Penalty: 4971.299316
	Iteration 39Q: 3 clusters Score -4656308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4656306.500000 Penalty: 4971.299316
	Iteration 40F: 3 clusters Score -4656306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4656321.000000 Penalty: 4971.299316
	Iteration 41Q: 3 clusters Score -4656321 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4656321.000000 Penalty: 4971.299316
	Iteration 42Q: 3 clusters Score -4656321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4656325.500000 Penalty: 4971.299316
	Iteration 43Q: 3 clusters Score -4656326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4656319.000000 Penalty: 4971.299316
	Iteration 44Q: 3 clusters Score -4656319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4656326.500000 Penalty: 4971.299316
	Iteration 45Q: 3 clusters Score -4656326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4656335.000000 Penalty: 4971.299316
	Iteration 46Q: 3 clusters Score -4656335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4656333.500000 Penalty: 4971.299316
	Iteration 47Q: 3 clusters Score -4656334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4656357.000000 Penalty: 4971.299316
	Iteration 48Q: 3 clusters Score -4656357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4656360.000000 Penalty: 4971.299316
	Iteration 49Q: 3 clusters Score -4656360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -4656365.000000 Penalty: 4971.299316
	Iteration 50Q: 3 clusters Score -4656365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4656376.500000 Penalty: 4971.299316
	Iteration 51Q: 3 clusters Score -4656376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4656386.500000 Penalty: 4971.299316
	Iteration 52Q: 3 clusters Score -4656386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4656386.000000 Penalty: 4971.299316
	Iteration 53Q: 3 clusters Score -4656386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4656384.000000 Penalty: 4971.299316
	Iteration 54Q: 3 clusters Score -4656384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4656386.000000 Penalty: 4971.299316
	Iteration 55Q: 3 clusters Score -4656386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4656387.500000 Penalty: 4971.299316
	Iteration 56Q: 3 clusters Score -4656388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4656375.000000 Penalty: 4971.299316
	Iteration 57Q: 3 clusters Score -4656375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4656379.500000 Penalty: 4971.299316
	Iteration 58Q: 3 clusters Score -4656380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -4656380.500000 Penalty: 4971.299316
	Iteration 59Q: 3 clusters Score -4656380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4656377.000000 Penalty: 4971.299316
	Iteration 60F: 3 clusters Score -4656377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4656379.000000 Penalty: 4971.299316
	Iteration 61Q: 3 clusters Score -4656379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4656378.000000 Penalty: 4971.299316
	Iteration 62Q: 3 clusters Score -4656378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4656378.500000 Penalty: 4971.299316
	Iteration 63Q: 3 clusters Score -4656378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4656382.000000 Penalty: 4971.299316
	Iteration 64Q: 3 clusters Score -4656382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4656385.500000 Penalty: 4971.299316
	Iteration 65Q: 3 clusters Score -4656386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4656384.500000 Penalty: 4971.299316
	Iteration 66Q: 3 clusters Score -4656384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4656378.500000 Penalty: 4971.299316
	Iteration 67Q: 3 clusters Score -4656378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4656384.000000 Penalty: 4971.299316
	Iteration 68Q: 3 clusters Score -4656384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4656382.500000 Penalty: 4971.299316
	Iteration 69Q: 3 clusters Score -4656382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4656382.500000 Penalty: 4971.299316
	Iteration 70F: 3 clusters Score -4656382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Entering Unmasked Estep 
Score: -6618555.000000 Penalty: 2597.541748
	Iteration 0F: 2 clusters Score -6618555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6595475.000000 Penalty: 5195.083496
	Iteration 0F: 3 clusters Score -6595475 nChanged 16202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -6604507.500000 Penalty: 5195.083496
	Iteration 1F: 3 clusters Score -6604508 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -6605054.500000 Penalty: 5195.083496
	Iteration 2Q: 3 clusters Score -6605054 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6605517.500000 Penalty: 5195.083496
	Iteration 3Q: 3 clusters Score -6605518 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -6605993.500000 Penalty: 5195.083496
	Iteration 4Q: 3 clusters Score -6605994 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -6606652.500000 Penalty: 5195.083496
	Iteration 5Q: 3 clusters Score -6606652 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -6607470.500000 Penalty: 5195.083496
	Iteration 6Q: 3 clusters Score -6607470 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -6608584.000000 Penalty: 5195.083496
	Iteration 7F: 3 clusters Score -6608584 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6610067.500000 Penalty: 5195.083496
	Iteration 8F: 3 clusters Score -6610068 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6611727.000000 Penalty: 5195.083496
	Iteration 9F: 3 clusters Score -6611727 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -6613318.000000 Penalty: 5195.083496
	Iteration 10F: 3 clusters Score -6613318 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -6614631.000000 Penalty: 5195.083496
	Iteration 11F: 3 clusters Score -6614631 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6615544.500000 Penalty: 5195.083496
	Iteration 12Q: 3 clusters Score -6615544 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6616027.500000 Penalty: 5195.083496
	Iteration 13Q: 3 clusters Score -6616028 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6616241.000000 Penalty: 5195.083496
	Iteration 14Q: 3 clusters Score -6616241 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6616376.000000 Penalty: 5195.083496
	Iteration 15Q: 3 clusters Score -6616376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6616457.500000 Penalty: 5195.083496
	Iteration 16Q: 3 clusters Score -6616458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6616494.000000 Penalty: 5195.083496
	Iteration 17Q: 3 clusters Score -6616494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6616506.000000 Penalty: 5195.083496
	Iteration 18Q: 3 clusters Score -6616506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6616498.500000 Penalty: 5195.083496
	Iteration 19Q: 3 clusters Score -6616498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6616488.000000 Penalty: 5195.083496
	Iteration 20F: 3 clusters Score -6616488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6616489.000000 Penalty: 5195.083496
	Iteration 21Q: 3 clusters Score -6616489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6616491.500000 Penalty: 5195.083496
	Iteration 22Q: 3 clusters Score -6616492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6616499.500000 Penalty: 5195.083496
	Iteration 23Q: 3 clusters Score -6616500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6616498.500000 Penalty: 5195.083496
	Iteration 24Q: 3 clusters Score -6616498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6616492.500000 Penalty: 5195.083496
	Iteration 25Q: 3 clusters Score -6616492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6616495.000000 Penalty: 5195.083496
	Iteration 26Q: 3 clusters Score -6616495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6616508.500000 Penalty: 5195.083496
	Iteration 27Q: 3 clusters Score -6616508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6616508.500000 Penalty: 5195.083496
	Iteration 28Q: 3 clusters Score -6616508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6616508.500000 Penalty: 5195.083496
	Iteration 29F: 3 clusters Score -6616508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -181153.390625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181153.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -181439.078125 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181439.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181523.375000 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181523.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181572.093750 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181572.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181612.109375 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181647.406250 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181647.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181678.171875 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181688.250000 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181705.656250 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181721.281250 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181741.593750 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181750.843750 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181754.078125 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181757.796875 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181758.812500 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181760.703125 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -181760.703125 Penalty: 3436.554688
	Iteration 16F: 3 clusters Score -181760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -2166395.750000 Penalty: 2317.658203
	Iteration 0F: 2 clusters Score -2166396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2157831.000000 Penalty: 4635.316406
	Iteration 0F: 3 clusters Score -2157831 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2160341.000000 Penalty: 4635.316406
	Iteration 1F: 3 clusters Score -2160341 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2160642.500000 Penalty: 4635.316406
	Iteration 2F: 3 clusters Score -2160642 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2160842.750000 Penalty: 4635.316406
	Iteration 3Q: 3 clusters Score -2160843 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2160994.250000 Penalty: 4635.316406
	Iteration 4Q: 3 clusters Score -2160994 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2161143.500000 Penalty: 4635.316406
	Iteration 5Q: 3 clusters Score -2161144 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2161317.750000 Penalty: 4635.316406
	Iteration 6Q: 3 clusters Score -2161318 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2161497.500000 Penalty: 4635.316406
	Iteration 7Q: 3 clusters Score -2161498 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2161725.500000 Penalty: 4635.316406
	Iteration 8Q: 3 clusters Score -2161726 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2161992.250000 Penalty: 4635.316406
	Iteration 9Q: 3 clusters Score -2161992 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2162298.750000 Penalty: 4635.316406
	Iteration 10Q: 3 clusters Score -2162299 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2162644.000000 Penalty: 4635.316406
	Iteration 11Q: 3 clusters Score -2162644 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2163006.750000 Penalty: 4635.316406
	Iteration 12Q: 3 clusters Score -2163007 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2163336.250000 Penalty: 4635.316406
	Iteration 13Q: 3 clusters Score -2163336 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2163607.000000 Penalty: 4635.316406
	Iteration 14Q: 3 clusters Score -2163607 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2163815.500000 Penalty: 4635.316406
	Iteration 15Q: 3 clusters Score -2163816 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2163958.000000 Penalty: 4635.316406
	Iteration 16Q: 3 clusters Score -2163958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2164060.250000 Penalty: 4635.316406
	Iteration 17Q: 3 clusters Score -2164060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2164128.250000 Penalty: 4635.316406
	Iteration 18Q: 3 clusters Score -2164128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2164178.750000 Penalty: 4635.316406
	Iteration 19Q: 3 clusters Score -2164179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2164223.500000 Penalty: 4635.316406
	Iteration 20F: 3 clusters Score -2164224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2164264.000000 Penalty: 4635.316406
	Iteration 21Q: 3 clusters Score -2164264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2164290.000000 Penalty: 4635.316406
	Iteration 22Q: 3 clusters Score -2164290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2164306.750000 Penalty: 4635.316406
	Iteration 23Q: 3 clusters Score -2164307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2164318.250000 Penalty: 4635.316406
	Iteration 24Q: 3 clusters Score -2164318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2164332.500000 Penalty: 4635.316406
	Iteration 25Q: 3 clusters Score -2164332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2164342.500000 Penalty: 4635.316406
	Iteration 26Q: 3 clusters Score -2164342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2164347.750000 Penalty: 4635.316406
	Iteration 27Q: 3 clusters Score -2164348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2164348.500000 Penalty: 4635.316406
	Iteration 28Q: 3 clusters Score -2164348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2164349.500000 Penalty: 4635.316406
	Iteration 29Q: 3 clusters Score -2164350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2164351.750000 Penalty: 4635.316406
	Iteration 30Q: 3 clusters Score -2164352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2164356.250000 Penalty: 4635.316406
	Iteration 31Q: 3 clusters Score -2164356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2164357.000000 Penalty: 4635.316406
	Iteration 32Q: 3 clusters Score -2164357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2164359.500000 Penalty: 4635.316406
	Iteration 33Q: 3 clusters Score -2164360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2164359.500000 Penalty: 4635.316406
	Iteration 34F: 3 clusters Score -2164360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Entering Unmasked Estep 
Score: -222950.093750 Penalty: 1744.746704
	Iteration 0F: 2 clusters Score -222950.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -220896.390625 Penalty: 3489.493408
	Iteration 0F: 3 clusters Score -220896.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -221218.140625 Penalty: 3489.493408
	Iteration 1F: 3 clusters Score -221218.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -221320.390625 Penalty: 3489.493408
	Iteration 2F: 3 clusters Score -221320.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -221365.734375 Penalty: 3489.493408
	Iteration 3Q: 3 clusters Score -221365.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -221393.953125 Penalty: 3489.493408
	Iteration 4Q: 3 clusters Score -221394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -221415.359375 Penalty: 3489.493408
	Iteration 5Q: 3 clusters Score -221415.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -221438.390625 Penalty: 3489.493408
	Iteration 6Q: 3 clusters Score -221438.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -221471.109375 Penalty: 3489.493408
	Iteration 7Q: 3 clusters Score -221471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -221575.671875 Penalty: 3489.493408
	Iteration 8Q: 3 clusters Score -221575.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -221612.718750 Penalty: 3489.493408
	Iteration 9Q: 3 clusters Score -221612.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -221643.500000 Penalty: 3489.493408
	Iteration 10Q: 3 clusters Score -221643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -221678.703125 Penalty: 3489.493408
	Iteration 11Q: 3 clusters Score -221678.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -221738.953125 Penalty: 3489.493408
	Iteration 12Q: 3 clusters Score -221739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -221788.671875 Penalty: 3489.493408
	Iteration 13Q: 3 clusters Score -221788.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -221836.296875 Penalty: 3489.493408
	Iteration 14Q: 3 clusters Score -221836.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -221897.937500 Penalty: 3489.493408
	Iteration 15Q: 3 clusters Score -221897.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -221933.359375 Penalty: 3489.493408
	Iteration 16Q: 3 clusters Score -221933.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -221984.812500 Penalty: 3489.493408
	Iteration 17Q: 3 clusters Score -221984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -222046.000000 Penalty: 3489.493408
	Iteration 18Q: 3 clusters Score -222046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -222099.046875 Penalty: 3489.493408
	Iteration 19Q: 3 clusters Score -222099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -222150.218750 Penalty: 3489.493408
	Iteration 20F: 3 clusters Score -222150.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -222199.421875 Penalty: 3489.493408
	Iteration 21Q: 3 clusters Score -222199.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -222233.109375 Penalty: 3489.493408
	Iteration 22Q: 3 clusters Score -222233.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -222274.328125 Penalty: 3489.493408
	Iteration 23Q: 3 clusters Score -222274.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -222304.468750 Penalty: 3489.493408
	Iteration 24Q: 3 clusters Score -222304.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -222323.906250 Penalty: 3489.493408
	Iteration 25Q: 3 clusters Score -222323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -222333.500000 Penalty: 3489.493408
	Iteration 26Q: 3 clusters Score -222333.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -222346.578125 Penalty: 3489.493408
	Iteration 27Q: 3 clusters Score -222346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -222356.015625 Penalty: 3489.493408
	Iteration 28Q: 3 clusters Score -222356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222363.625000 Penalty: 3489.493408
	Iteration 29Q: 3 clusters Score -222363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222367.531250 Penalty: 3489.493408
	Iteration 30Q: 3 clusters Score -222367.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -222371.078125 Penalty: 3489.493408
	Iteration 31Q: 3 clusters Score -222371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -222372.718750 Penalty: 3489.493408
	Iteration 32Q: 3 clusters Score -222372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222373.062500 Penalty: 3489.493408
	Iteration 33Q: 3 clusters Score -222373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -222373.062500 Penalty: 3489.493408
	Iteration 34F: 3 clusters Score -222373.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Entering Unmasked Estep 
Score: -5673133.000000 Penalty: 2561.903809
	Iteration 0F: 2 clusters Score -5673133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5652722.000000 Penalty: 5123.807617
	Iteration 0F: 3 clusters Score -5652722 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5660560.500000 Penalty: 5123.807617
	Iteration 1F: 3 clusters Score -5660560 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5661047.500000 Penalty: 5123.807617
	Iteration 2Q: 3 clusters Score -5661048 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -5661445.000000 Penalty: 5123.807617
	Iteration 3Q: 3 clusters Score -5661445 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5661873.500000 Penalty: 5123.807617
	Iteration 4Q: 3 clusters Score -5661874 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5662279.000000 Penalty: 5123.807617
	Iteration 5Q: 3 clusters Score -5662279 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5662766.500000 Penalty: 5123.807617
	Iteration 6Q: 3 clusters Score -5662766 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -5663367.500000 Penalty: 5123.807617
	Iteration 7Q: 3 clusters Score -5663368 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5664265.500000 Penalty: 5123.807617
	Iteration 8Q: 3 clusters Score -5664266 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -5665442.000000 Penalty: 5123.807617
	Iteration 9F: 3 clusters Score -5665442 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -5666795.000000 Penalty: 5123.807617
	Iteration 10F: 3 clusters Score -5666795 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5667773.000000 Penalty: 5123.807617
	Iteration 11Q: 3 clusters Score -5667773 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5668270.500000 Penalty: 5123.807617
	Iteration 12Q: 3 clusters Score -5668270 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5668528.000000 Penalty: 5123.807617
	Iteration 13Q: 3 clusters Score -5668528 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5668668.500000 Penalty: 5123.807617
	Iteration 14Q: 3 clusters Score -5668668 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -5668791.000000 Penalty: 5123.807617
	Iteration 15Q: 3 clusters Score -5668791 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -5668866.000000 Penalty: 5123.807617
	Iteration 16Q: 3 clusters Score -5668866 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -5668933.000000 Penalty: 5123.807617
	Iteration 17Q: 3 clusters Score -5668933 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5668996.500000 Penalty: 5123.807617
	Iteration 18Q: 3 clusters Score -5668996 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5669098.500000 Penalty: 5123.807617
	Iteration 19Q: 3 clusters Score -5669098 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5669173.000000 Penalty: 5123.807617
	Iteration 20F: 3 clusters Score -5669173 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -5669231.000000 Penalty: 5123.807617
	Iteration 21Q: 3 clusters Score -5669231 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5669336.500000 Penalty: 5123.807617
	Iteration 22Q: 3 clusters Score -5669336 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5669449.000000 Penalty: 5123.807617
	Iteration 23Q: 3 clusters Score -5669449 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5669566.500000 Penalty: 5123.807617
	Iteration 24Q: 3 clusters Score -5669566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5669680.000000 Penalty: 5123.807617
	Iteration 25Q: 3 clusters Score -5669680 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5669777.000000 Penalty: 5123.807617
	Iteration 26Q: 3 clusters Score -5669777 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -5669902.000000 Penalty: 5123.807617
	Iteration 27Q: 3 clusters Score -5669902 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5670048.000000 Penalty: 5123.807617
	Iteration 28Q: 3 clusters Score -5670048 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5670174.500000 Penalty: 5123.807617
	Iteration 29Q: 3 clusters Score -5670174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5670315.500000 Penalty: 5123.807617
	Iteration 30Q: 3 clusters Score -5670316 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -5670442.000000 Penalty: 5123.807617
	Iteration 31Q: 3 clusters Score -5670442 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5670562.000000 Penalty: 5123.807617
	Iteration 32Q: 3 clusters Score -5670562 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5670661.000000 Penalty: 5123.807617
	Iteration 33Q: 3 clusters Score -5670661 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5670757.000000 Penalty: 5123.807617
	Iteration 34Q: 3 clusters Score -5670757 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5670828.000000 Penalty: 5123.807617
	Iteration 35Q: 3 clusters Score -5670828 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5670891.500000 Penalty: 5123.807617
	Iteration 36Q: 3 clusters Score -5670892 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5670965.500000 Penalty: 5123.807617
	Iteration 37Q: 3 clusters Score -5670966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5671018.500000 Penalty: 5123.807617
	Iteration 38Q: 3 clusters Score -5671018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5671046.500000 Penalty: 5123.807617
	Iteration 39Q: 3 clusters Score -5671046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5671067.000000 Penalty: 5123.807617
	Iteration 40F: 3 clusters Score -5671067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5671077.000000 Penalty: 5123.807617
	Iteration 41Q: 3 clusters Score -5671077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5671102.500000 Penalty: 5123.807617
	Iteration 42Q: 3 clusters Score -5671102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5671108.500000 Penalty: 5123.807617
	Iteration 43Q: 3 clusters Score -5671108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5671106.500000 Penalty: 5123.807617
	Iteration 44Q: 3 clusters Score -5671106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5671112.000000 Penalty: 5123.807617
	Iteration 45Q: 3 clusters Score -5671112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5671129.000000 Penalty: 5123.807617
	Iteration 46Q: 3 clusters Score -5671129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5671129.000000 Penalty: 5123.807617
	Iteration 47Q: 3 clusters Score -5671129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5671133.500000 Penalty: 5123.807617
	Iteration 48Q: 3 clusters Score -5671134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5671155.500000 Penalty: 5123.807617
	Iteration 49Q: 3 clusters Score -5671156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5671166.000000 Penalty: 5123.807617
	Iteration 50Q: 3 clusters Score -5671166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5671170.500000 Penalty: 5123.807617
	Iteration 51Q: 3 clusters Score -5671170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5671176.000000 Penalty: 5123.807617
	Iteration 52Q: 3 clusters Score -5671176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5671179.500000 Penalty: 5123.807617
	Iteration 53Q: 3 clusters Score -5671180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5671177.500000 Penalty: 5123.807617
	Iteration 54Q: 3 clusters Score -5671178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5671188.500000 Penalty: 5123.807617
	Iteration 55Q: 3 clusters Score -5671188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5671188.000000 Penalty: 5123.807617
	Iteration 56Q: 3 clusters Score -5671188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5671195.000000 Penalty: 5123.807617
	Iteration 57Q: 3 clusters Score -5671195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5671194.500000 Penalty: 5123.807617
	Iteration 58Q: 3 clusters Score -5671194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5671187.500000 Penalty: 5123.807617
	Iteration 59Q: 3 clusters Score -5671188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5671186.000000 Penalty: 5123.807617
	Iteration 60F: 3 clusters Score -5671186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5671189.500000 Penalty: 5123.807617
	Iteration 61Q: 3 clusters Score -5671190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5671182.000000 Penalty: 5123.807617
	Iteration 62Q: 3 clusters Score -5671182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5671181.500000 Penalty: 5123.807617
	Iteration 63Q: 3 clusters Score -5671182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5671181.500000 Penalty: 5123.807617
	Iteration 64F: 3 clusters Score -5671182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Entering Unmasked Estep 
Score: -5073975.500000 Penalty: 2513.114990
	Iteration 0F: 2 clusters Score -5073976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5057535.000000 Penalty: 5026.229980
	Iteration 0F: 3 clusters Score -5057535 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5063355.500000 Penalty: 5026.229980
	Iteration 1F: 3 clusters Score -5063356 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5063774.000000 Penalty: 5026.229980
	Iteration 2F: 3 clusters Score -5063774 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5064066.000000 Penalty: 5026.229980
	Iteration 3Q: 3 clusters Score -5064066 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -5064289.000000 Penalty: 5026.229980
	Iteration 4Q: 3 clusters Score -5064289 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -5064510.000000 Penalty: 5026.229980
	Iteration 5Q: 3 clusters Score -5064510 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -5064777.500000 Penalty: 5026.229980
	Iteration 6Q: 3 clusters Score -5064778 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5065063.500000 Penalty: 5026.229980
	Iteration 7Q: 3 clusters Score -5065064 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -5065471.000000 Penalty: 5026.229980
	Iteration 8Q: 3 clusters Score -5065471 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -5066020.500000 Penalty: 5026.229980
	Iteration 9Q: 3 clusters Score -5066020 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -5066726.500000 Penalty: 5026.229980
	Iteration 10Q: 3 clusters Score -5066726 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -5067511.000000 Penalty: 5026.229980
	Iteration 11Q: 3 clusters Score -5067511 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5068250.000000 Penalty: 5026.229980
	Iteration 12Q: 3 clusters Score -5068250 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5068848.000000 Penalty: 5026.229980
	Iteration 13Q: 3 clusters Score -5068848 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5069321.000000 Penalty: 5026.229980
	Iteration 14Q: 3 clusters Score -5069321 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5069745.000000 Penalty: 5026.229980
	Iteration 15Q: 3 clusters Score -5069745 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5070092.000000 Penalty: 5026.229980
	Iteration 16Q: 3 clusters Score -5070092 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -5070460.500000 Penalty: 5026.229980
	Iteration 17Q: 3 clusters Score -5070460 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5070776.500000 Penalty: 5026.229980
	Iteration 18Q: 3 clusters Score -5070776 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5071041.000000 Penalty: 5026.229980
	Iteration 19Q: 3 clusters Score -5071041 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5071249.000000 Penalty: 5026.229980
	Iteration 20F: 3 clusters Score -5071249 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5071377.500000 Penalty: 5026.229980
	Iteration 21Q: 3 clusters Score -5071378 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5071461.000000 Penalty: 5026.229980
	Iteration 22Q: 3 clusters Score -5071461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5071545.000000 Penalty: 5026.229980
	Iteration 23Q: 3 clusters Score -5071545 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5071608.500000 Penalty: 5026.229980
	Iteration 24Q: 3 clusters Score -5071608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5071642.000000 Penalty: 5026.229980
	Iteration 25Q: 3 clusters Score -5071642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5071684.500000 Penalty: 5026.229980
	Iteration 26Q: 3 clusters Score -5071684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5071714.500000 Penalty: 5026.229980
	Iteration 27Q: 3 clusters Score -5071714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5071720.000000 Penalty: 5026.229980
	Iteration 28Q: 3 clusters Score -5071720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5071730.000000 Penalty: 5026.229980
	Iteration 29Q: 3 clusters Score -5071730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5071731.000000 Penalty: 5026.229980
	Iteration 30Q: 3 clusters Score -5071731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5071747.000000 Penalty: 5026.229980
	Iteration 31Q: 3 clusters Score -5071747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5071746.000000 Penalty: 5026.229980
	Iteration 32Q: 3 clusters Score -5071746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5071757.000000 Penalty: 5026.229980
	Iteration 33Q: 3 clusters Score -5071757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5071768.000000 Penalty: 5026.229980
	Iteration 34Q: 3 clusters Score -5071768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5071766.500000 Penalty: 5026.229980
	Iteration 35Q: 3 clusters Score -5071766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5071772.500000 Penalty: 5026.229980
	Iteration 36Q: 3 clusters Score -5071772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5071779.500000 Penalty: 5026.229980
	Iteration 37Q: 3 clusters Score -5071780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5071791.000000 Penalty: 5026.229980
	Iteration 38Q: 3 clusters Score -5071791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5071791.000000 Penalty: 5026.229980
	Iteration 39Q: 3 clusters Score -5071791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5071797.000000 Penalty: 5026.229980
	Iteration 40F: 3 clusters Score -5071797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5071807.500000 Penalty: 5026.229980
	Iteration 41Q: 3 clusters Score -5071808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5071806.500000 Penalty: 5026.229980
	Iteration 42Q: 3 clusters Score -5071806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5071806.500000 Penalty: 5026.229980
	Iteration 43Q: 3 clusters Score -5071806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5071806.500000 Penalty: 5026.229980
	Iteration 44Q: 3 clusters Score -5071806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5071811.000000 Penalty: 5026.229980
	Iteration 45Q: 3 clusters Score -5071811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5071805.000000 Penalty: 5026.229980
	Iteration 46Q: 3 clusters Score -5071805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5071810.500000 Penalty: 5026.229980
	Iteration 47Q: 3 clusters Score -5071810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5071810.500000 Penalty: 5026.229980
	Iteration 48F: 3 clusters Score -5071810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Entering Unmasked Estep 
Score: -3971487.500000 Penalty: 2450.953369
	Iteration 0F: 2 clusters Score -3971488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3958329.750000 Penalty: 4901.906738
	Iteration 0F: 3 clusters Score -3958330 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3962853.250000 Penalty: 4901.906738
	Iteration 1F: 3 clusters Score -3962853 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3963237.500000 Penalty: 4901.906738
	Iteration 2F: 3 clusters Score -3963238 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3963642.000000 Penalty: 4901.906738
	Iteration 3Q: 3 clusters Score -3963642 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3964139.750000 Penalty: 4901.906738
	Iteration 4Q: 3 clusters Score -3964140 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3964770.500000 Penalty: 4901.906738
	Iteration 5F: 3 clusters Score -3964770 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3965629.500000 Penalty: 4901.906738
	Iteration 6F: 3 clusters Score -3965630 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3966592.250000 Penalty: 4901.906738
	Iteration 7F: 3 clusters Score -3966592 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -3967619.750000 Penalty: 4901.906738
	Iteration 8F: 3 clusters Score -3967620 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3968590.750000 Penalty: 4901.906738
	Iteration 9Q: 3 clusters Score -3968591 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3969335.250000 Penalty: 4901.906738
	Iteration 10Q: 3 clusters Score -3969335 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3969700.250000 Penalty: 4901.906738
	Iteration 11Q: 3 clusters Score -3969700 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3969827.500000 Penalty: 4901.906738
	Iteration 12Q: 3 clusters Score -3969828 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3969880.000000 Penalty: 4901.906738
	Iteration 13Q: 3 clusters Score -3969880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3969898.500000 Penalty: 4901.906738
	Iteration 14Q: 3 clusters Score -3969898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3969915.000000 Penalty: 4901.906738
	Iteration 15Q: 3 clusters Score -3969915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3969917.750000 Penalty: 4901.906738
	Iteration 16Q: 3 clusters Score -3969918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3969919.000000 Penalty: 4901.906738
	Iteration 17Q: 3 clusters Score -3969919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3969925.250000 Penalty: 4901.906738
	Iteration 18Q: 3 clusters Score -3969925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3969924.500000 Penalty: 4901.906738
	Iteration 19Q: 3 clusters Score -3969924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3969931.500000 Penalty: 4901.906738
	Iteration 20F: 3 clusters Score -3969932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3969931.500000 Penalty: 4901.906738
	Iteration 21Q: 3 clusters Score -3969932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3969937.750000 Penalty: 4901.906738
	Iteration 22Q: 3 clusters Score -3969938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3969936.500000 Penalty: 4901.906738
	Iteration 23Q: 3 clusters Score -3969936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3969931.500000 Penalty: 4901.906738
	Iteration 24Q: 3 clusters Score -3969932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3969931.500000 Penalty: 4901.906738
	Iteration 25F: 3 clusters Score -3969932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Entering Unmasked Estep 
Score: -6643093.000000 Penalty: 2598.555908
	Iteration 0F: 2 clusters Score -6643093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -6619613.500000 Penalty: 5197.111816
	Iteration 0F: 3 clusters Score -6619614 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -6628606.500000 Penalty: 5197.111816
	Iteration 1F: 3 clusters Score -6628606 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -6629262.000000 Penalty: 5197.111816
	Iteration 2Q: 3 clusters Score -6629262 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -6629925.500000 Penalty: 5197.111816
	Iteration 3Q: 3 clusters Score -6629926 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -6630526.000000 Penalty: 5197.111816
	Iteration 4Q: 3 clusters Score -6630526 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -6631228.500000 Penalty: 5197.111816
	Iteration 5Q: 3 clusters Score -6631228 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -6631994.500000 Penalty: 5197.111816
	Iteration 6Q: 3 clusters Score -6631994 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -6633054.000000 Penalty: 5197.111816
	Iteration 7F: 3 clusters Score -6633054 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -6634466.500000 Penalty: 5197.111816
	Iteration 8F: 3 clusters Score -6634466 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -6635979.000000 Penalty: 5197.111816
	Iteration 9F: 3 clusters Score -6635979 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -6637153.500000 Penalty: 5197.111816
	Iteration 10F: 3 clusters Score -6637154 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -6637751.500000 Penalty: 5197.111816
	Iteration 11Q: 3 clusters Score -6637752 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -6638039.000000 Penalty: 5197.111816
	Iteration 12Q: 3 clusters Score -6638039 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -6638231.000000 Penalty: 5197.111816
	Iteration 13Q: 3 clusters Score -6638231 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -6638435.000000 Penalty: 5197.111816
	Iteration 14Q: 3 clusters Score -6638435 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6638596.500000 Penalty: 5197.111816
	Iteration 15Q: 3 clusters Score -6638596 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -6638711.000000 Penalty: 5197.111816
	Iteration 16Q: 3 clusters Score -6638711 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6638860.500000 Penalty: 5197.111816
	Iteration 17Q: 3 clusters Score -6638860 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -6639023.500000 Penalty: 5197.111816
	Iteration 18Q: 3 clusters Score -6639024 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -6639160.000000 Penalty: 5197.111816
	Iteration 19Q: 3 clusters Score -6639160 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -6639310.500000 Penalty: 5197.111816
	Iteration 20F: 3 clusters Score -6639310 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -6639390.500000 Penalty: 5197.111816
	Iteration 21Q: 3 clusters Score -6639390 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -6639532.000000 Penalty: 5197.111816
	Iteration 22Q: 3 clusters Score -6639532 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -6639632.000000 Penalty: 5197.111816
	Iteration 23Q: 3 clusters Score -6639632 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6639717.500000 Penalty: 5197.111816
	Iteration 24Q: 3 clusters Score -6639718 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -6639828.500000 Penalty: 5197.111816
	Iteration 25Q: 3 clusters Score -6639828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -6639942.000000 Penalty: 5197.111816
	Iteration 26Q: 3 clusters Score -6639942 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6640041.000000 Penalty: 5197.111816
	Iteration 27Q: 3 clusters Score -6640041 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -6640118.000000 Penalty: 5197.111816
	Iteration 28Q: 3 clusters Score -6640118 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6640200.000000 Penalty: 5197.111816
	Iteration 29Q: 3 clusters Score -6640200 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6640295.000000 Penalty: 5197.111816
	Iteration 30Q: 3 clusters Score -6640295 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -6640372.500000 Penalty: 5197.111816
	Iteration 31Q: 3 clusters Score -6640372 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -6640470.000000 Penalty: 5197.111816
	Iteration 32Q: 3 clusters Score -6640470 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -6640565.500000 Penalty: 5197.111816
	Iteration 33Q: 3 clusters Score -6640566 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -6640637.500000 Penalty: 5197.111816
	Iteration 34Q: 3 clusters Score -6640638 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -6640681.500000 Penalty: 5197.111816
	Iteration 35Q: 3 clusters Score -6640682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -6640731.500000 Penalty: 5197.111816
	Iteration 36Q: 3 clusters Score -6640732 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -6640785.500000 Penalty: 5197.111816
	Iteration 37Q: 3 clusters Score -6640786 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -6640836.000000 Penalty: 5197.111816
	Iteration 38Q: 3 clusters Score -6640836 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -6640895.000000 Penalty: 5197.111816
	Iteration 39Q: 3 clusters Score -6640895 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6640952.500000 Penalty: 5197.111816
	Iteration 40F: 3 clusters Score -6640952 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6640990.000000 Penalty: 5197.111816
	Iteration 41Q: 3 clusters Score -6640990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6641031.000000 Penalty: 5197.111816
	Iteration 42Q: 3 clusters Score -6641031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6641056.500000 Penalty: 5197.111816
	Iteration 43Q: 3 clusters Score -6641056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -6641074.000000 Penalty: 5197.111816
	Iteration 44Q: 3 clusters Score -6641074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -6641084.500000 Penalty: 5197.111816
	Iteration 45Q: 3 clusters Score -6641084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6641098.000000 Penalty: 5197.111816
	Iteration 46Q: 3 clusters Score -6641098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -6641098.500000 Penalty: 5197.111816
	Iteration 47Q: 3 clusters Score -6641098 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -6641094.500000 Penalty: 5197.111816
	Iteration 48Q: 3 clusters Score -6641094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6641097.000000 Penalty: 5197.111816
	Iteration 49Q: 3 clusters Score -6641097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -6641112.000000 Penalty: 5197.111816
	Iteration 50Q: 3 clusters Score -6641112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -6641110.500000 Penalty: 5197.111816
	Iteration 51Q: 3 clusters Score -6641110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -6641119.500000 Penalty: 5197.111816
	Iteration 52Q: 3 clusters Score -6641120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -6641117.000000 Penalty: 5197.111816
	Iteration 53Q: 3 clusters Score -6641117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -6641123.500000 Penalty: 5197.111816
	Iteration 54Q: 3 clusters Score -6641124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -6641125.000000 Penalty: 5197.111816
	Iteration 55Q: 3 clusters Score -6641125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -6641123.500000 Penalty: 5197.111816
	Iteration 56Q: 3 clusters Score -6641124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6641126.500000 Penalty: 5197.111816
	Iteration 57Q: 3 clusters Score -6641126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -6641127.500000 Penalty: 5197.111816
	Iteration 58Q: 3 clusters Score -6641128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6641122.500000 Penalty: 5197.111816
	Iteration 59Q: 3 clusters Score -6641122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -6641126.500000 Penalty: 5197.111816
	Iteration 60F: 3 clusters Score -6641126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6641131.000000 Penalty: 5197.111816
	Iteration 61Q: 3 clusters Score -6641131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6641127.500000 Penalty: 5197.111816
	Iteration 62Q: 3 clusters Score -6641128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -6641130.000000 Penalty: 5197.111816
	Iteration 63Q: 3 clusters Score -6641130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -6641123.500000 Penalty: 5197.111816
	Iteration 64Q: 3 clusters Score -6641124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -6641123.500000 Penalty: 5197.111816
	Iteration 65F: 3 clusters Score -6641124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -125667.820312 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -125667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -123918.851562 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -123918.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124265.000000 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -124265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -124437.265625 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -124437.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124524.023438 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -124524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -124595.593750 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -124595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124631.125000 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -124631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124663.750000 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -124663.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124707.437500 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -124707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124736.437500 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -124736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -124748.664062 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -124748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124759.156250 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -124759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124760.585938 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -124760.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124762.078125 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -124762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124762.078125 Penalty: 3292.729736
	Iteration 13F: 3 clusters Score -124762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Entering Unmasked Estep 
Score: -8055726.500000 Penalty: 2647.355713
	Iteration 0F: 2 clusters Score -8055726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8027658.000000 Penalty: 5294.711426
	Iteration 0F: 3 clusters Score -8027658 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -8038538.000000 Penalty: 5294.711426
	Iteration 1F: 3 clusters Score -8038538 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8039075.500000 Penalty: 5294.711426
	Iteration 2Q: 3 clusters Score -8039076 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8039568.000000 Penalty: 5294.711426
	Iteration 3Q: 3 clusters Score -8039568 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8040100.000000 Penalty: 5294.711426
	Iteration 4Q: 3 clusters Score -8040100 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8040768.500000 Penalty: 5294.711426
	Iteration 5Q: 3 clusters Score -8040768 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -8041649.500000 Penalty: 5294.711426
	Iteration 6Q: 3 clusters Score -8041650 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -8042878.000000 Penalty: 5294.711426
	Iteration 7F: 3 clusters Score -8042878 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -8044586.000000 Penalty: 5294.711426
	Iteration 8F: 3 clusters Score -8044586 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -8046842.500000 Penalty: 5294.711426
	Iteration 9F: 3 clusters Score -8046842 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -8049120.500000 Penalty: 5294.711426
	Iteration 10F: 3 clusters Score -8049120 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8051021.500000 Penalty: 5294.711426
	Iteration 11F: 3 clusters Score -8051022 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8052150.000000 Penalty: 5294.711426
	Iteration 12Q: 3 clusters Score -8052150 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8052755.000000 Penalty: 5294.711426
	Iteration 13Q: 3 clusters Score -8052755 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8053057.000000 Penalty: 5294.711426
	Iteration 14Q: 3 clusters Score -8053057 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8053208.000000 Penalty: 5294.711426
	Iteration 15Q: 3 clusters Score -8053208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8053306.000000 Penalty: 5294.711426
	Iteration 16Q: 3 clusters Score -8053306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8053355.000000 Penalty: 5294.711426
	Iteration 17Q: 3 clusters Score -8053355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8053384.500000 Penalty: 5294.711426
	Iteration 18Q: 3 clusters Score -8053384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -8053403.000000 Penalty: 5294.711426
	Iteration 19Q: 3 clusters Score -8053403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8053418.500000 Penalty: 5294.711426
	Iteration 20F: 3 clusters Score -8053418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8053416.500000 Penalty: 5294.711426
	Iteration 21Q: 3 clusters Score -8053416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8053422.500000 Penalty: 5294.711426
	Iteration 22Q: 3 clusters Score -8053422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -8053422.500000 Penalty: 5294.711426
	Iteration 23Q: 3 clusters Score -8053422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8053428.000000 Penalty: 5294.711426
	Iteration 24Q: 3 clusters Score -8053428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8053432.500000 Penalty: 5294.711426
	Iteration 25Q: 3 clusters Score -8053432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8053446.500000 Penalty: 5294.711426
	Iteration 26Q: 3 clusters Score -8053446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8053452.500000 Penalty: 5294.711426
	Iteration 27Q: 3 clusters Score -8053452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8053455.500000 Penalty: 5294.711426
	Iteration 28Q: 3 clusters Score -8053456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8053456.000000 Penalty: 5294.711426
	Iteration 29Q: 3 clusters Score -8053456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8053456.000000 Penalty: 5294.711426
	Iteration 30F: 3 clusters Score -8053456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Entering Unmasked Estep 
Score: -4573921.000000 Penalty: 2482.113770
	Iteration 0F: 2 clusters Score -4573921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4560916.000000 Penalty: 4964.227539
	Iteration 0F: 3 clusters Score -4560916 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4566088.000000 Penalty: 4964.227539
	Iteration 1F: 3 clusters Score -4566088 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -4566514.000000 Penalty: 4964.227539
	Iteration 2F: 3 clusters Score -4566514 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4566825.500000 Penalty: 4964.227539
	Iteration 3F: 3 clusters Score -4566826 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4567177.500000 Penalty: 4964.227539
	Iteration 4F: 3 clusters Score -4567178 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4567465.500000 Penalty: 4964.227539
	Iteration 5Q: 3 clusters Score -4567466 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4567781.500000 Penalty: 4964.227539
	Iteration 6Q: 3 clusters Score -4567782 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4568105.000000 Penalty: 4964.227539
	Iteration 7Q: 3 clusters Score -4568105 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4568589.500000 Penalty: 4964.227539
	Iteration 8Q: 3 clusters Score -4568590 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4569075.000000 Penalty: 4964.227539
	Iteration 9Q: 3 clusters Score -4569075 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4569613.500000 Penalty: 4964.227539
	Iteration 10Q: 3 clusters Score -4569614 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4570108.000000 Penalty: 4964.227539
	Iteration 11Q: 3 clusters Score -4570108 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4570563.000000 Penalty: 4964.227539
	Iteration 12Q: 3 clusters Score -4570563 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4570908.500000 Penalty: 4964.227539
	Iteration 13Q: 3 clusters Score -4570908 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4571184.500000 Penalty: 4964.227539
	Iteration 14Q: 3 clusters Score -4571184 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4571353.500000 Penalty: 4964.227539
	Iteration 15Q: 3 clusters Score -4571354 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4571493.000000 Penalty: 4964.227539
	Iteration 16Q: 3 clusters Score -4571493 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4571569.500000 Penalty: 4964.227539
	Iteration 17Q: 3 clusters Score -4571570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4571628.500000 Penalty: 4964.227539
	Iteration 18Q: 3 clusters Score -4571628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4571679.500000 Penalty: 4964.227539
	Iteration 19Q: 3 clusters Score -4571680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4571701.000000 Penalty: 4964.227539
	Iteration 20F: 3 clusters Score -4571701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4571721.000000 Penalty: 4964.227539
	Iteration 21Q: 3 clusters Score -4571721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4571726.500000 Penalty: 4964.227539
	Iteration 22Q: 3 clusters Score -4571726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4571728.000000 Penalty: 4964.227539
	Iteration 23Q: 3 clusters Score -4571728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4571732.500000 Penalty: 4964.227539
	Iteration 24Q: 3 clusters Score -4571732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4571732.500000 Penalty: 4964.227539
	Iteration 25Q: 3 clusters Score -4571732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4571734.500000 Penalty: 4964.227539
	Iteration 26Q: 3 clusters Score -4571734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4571739.500000 Penalty: 4964.227539
	Iteration 27Q: 3 clusters Score -4571740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4571751.500000 Penalty: 4964.227539
	Iteration 28Q: 3 clusters Score -4571752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4571751.000000 Penalty: 4964.227539
	Iteration 29Q: 3 clusters Score -4571751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4571762.500000 Penalty: 4964.227539
	Iteration 30Q: 3 clusters Score -4571762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4571765.500000 Penalty: 4964.227539
	Iteration 31Q: 3 clusters Score -4571766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4571765.500000 Penalty: 4964.227539
	Iteration 32F: 3 clusters Score -4571766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (29456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Entering Unmasked Estep 
Score: -5686215.000000 Penalty: 2552.082031
	Iteration 0F: 2 clusters Score -5686215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -5667236.000000 Penalty: 5104.164062
	Iteration 0F: 3 clusters Score -5667236 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5674373.000000 Penalty: 5104.164062
	Iteration 1F: 3 clusters Score -5674373 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -5674713.500000 Penalty: 5104.164062
	Iteration 2Q: 3 clusters Score -5674714 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -5674993.500000 Penalty: 5104.164062
	Iteration 3Q: 3 clusters Score -5674994 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5675236.000000 Penalty: 5104.164062
	Iteration 4Q: 3 clusters Score -5675236 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -5675424.000000 Penalty: 5104.164062
	Iteration 5Q: 3 clusters Score -5675424 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5675655.000000 Penalty: 5104.164062
	Iteration 6Q: 3 clusters Score -5675655 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5675835.000000 Penalty: 5104.164062
	Iteration 7Q: 3 clusters Score -5675835 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5676052.500000 Penalty: 5104.164062
	Iteration 8Q: 3 clusters Score -5676052 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5676329.000000 Penalty: 5104.164062
	Iteration 9Q: 3 clusters Score -5676329 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5676710.000000 Penalty: 5104.164062
	Iteration 10Q: 3 clusters Score -5676710 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -5677328.500000 Penalty: 5104.164062
	Iteration 11Q: 3 clusters Score -5677328 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -5678156.500000 Penalty: 5104.164062
	Iteration 12F: 3 clusters Score -5678156 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5679296.000000 Penalty: 5104.164062
	Iteration 13F: 3 clusters Score -5679296 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5680814.500000 Penalty: 5104.164062
	Iteration 14F: 3 clusters Score -5680814 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5682040.500000 Penalty: 5104.164062
	Iteration 15F: 3 clusters Score -5682040 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5682916.000000 Penalty: 5104.164062
	Iteration 16Q: 3 clusters Score -5682916 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5683392.500000 Penalty: 5104.164062
	Iteration 17Q: 3 clusters Score -5683392 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5683702.000000 Penalty: 5104.164062
	Iteration 18Q: 3 clusters Score -5683702 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5683842.000000 Penalty: 5104.164062
	Iteration 19Q: 3 clusters Score -5683842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5683944.000000 Penalty: 5104.164062
	Iteration 20F: 3 clusters Score -5683944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5683980.000000 Penalty: 5104.164062
	Iteration 21Q: 3 clusters Score -5683980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5684022.500000 Penalty: 5104.164062
	Iteration 22Q: 3 clusters Score -5684022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5684041.500000 Penalty: 5104.164062
	Iteration 23Q: 3 clusters Score -5684042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5684063.000000 Penalty: 5104.164062
	Iteration 24Q: 3 clusters Score -5684063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5684083.000000 Penalty: 5104.164062
	Iteration 25Q: 3 clusters Score -5684083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5684104.000000 Penalty: 5104.164062
	Iteration 26Q: 3 clusters Score -5684104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5684112.500000 Penalty: 5104.164062
	Iteration 27Q: 3 clusters Score -5684112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5684103.500000 Penalty: 5104.164062
	Iteration 28Q: 3 clusters Score -5684104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5684121.500000 Penalty: 5104.164062
	Iteration 29Q: 3 clusters Score -5684122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5684127.500000 Penalty: 5104.164062
	Iteration 30Q: 3 clusters Score -5684128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5684136.000000 Penalty: 5104.164062
	Iteration 31Q: 3 clusters Score -5684136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5684133.000000 Penalty: 5104.164062
	Iteration 32Q: 3 clusters Score -5684133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5684135.000000 Penalty: 5104.164062
	Iteration 33Q: 3 clusters Score -5684135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5684138.500000 Penalty: 5104.164062
	Iteration 34Q: 3 clusters Score -5684138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5684144.500000 Penalty: 5104.164062
	Iteration 35Q: 3 clusters Score -5684144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5684144.000000 Penalty: 5104.164062
	Iteration 36Q: 3 clusters Score -5684144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5684145.000000 Penalty: 5104.164062
	Iteration 37Q: 3 clusters Score -5684145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5684145.500000 Penalty: 5104.164062
	Iteration 38Q: 3 clusters Score -5684146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5684145.500000 Penalty: 5104.164062
	Iteration 39F: 3 clusters Score -5684146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -33648.710938 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -33648.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32798.605469 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -32798.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32977.757812 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -32977.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -33061.902344 Penalty: 2681.957275
	Iteration 2F: 3 clusters Score -33061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -33107.109375 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -33107.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -33124.539062 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -33124.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -33140.996094 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -33141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -33144.382812 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -33144.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -33144.382812 Penalty: 2681.957275
	Iteration 7F: 3 clusters Score -33144.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Entering Unmasked Estep 
Score: -6248940.000000 Penalty: 2574.694092
	Iteration 0F: 2 clusters Score -6248940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -6229333.500000 Penalty: 5149.388184
	Iteration 0F: 3 clusters Score -6229334 nChanged 14547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6237108.500000 Penalty: 5149.388184
	Iteration 1F: 3 clusters Score -6237108 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -6237516.500000 Penalty: 5149.388184
	Iteration 2Q: 3 clusters Score -6237516 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -6237842.000000 Penalty: 5149.388184
	Iteration 3Q: 3 clusters Score -6237842 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -6238194.000000 Penalty: 5149.388184
	Iteration 4Q: 3 clusters Score -6238194 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -6238445.000000 Penalty: 5149.388184
	Iteration 5Q: 3 clusters Score -6238445 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -6238674.000000 Penalty: 5149.388184
	Iteration 6Q: 3 clusters Score -6238674 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -6238920.000000 Penalty: 5149.388184
	Iteration 7Q: 3 clusters Score -6238920 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6239187.000000 Penalty: 5149.388184
	Iteration 8Q: 3 clusters Score -6239187 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -6239503.000000 Penalty: 5149.388184
	Iteration 9Q: 3 clusters Score -6239503 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -6239888.000000 Penalty: 5149.388184
	Iteration 10Q: 3 clusters Score -6239888 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -6240424.000000 Penalty: 5149.388184
	Iteration 11Q: 3 clusters Score -6240424 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6241059.000000 Penalty: 5149.388184
	Iteration 12Q: 3 clusters Score -6241059 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -6241819.500000 Penalty: 5149.388184
	Iteration 13Q: 3 clusters Score -6241820 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -6242998.500000 Penalty: 5149.388184
	Iteration 14Q: 3 clusters Score -6242998 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -6244018.500000 Penalty: 5149.388184
	Iteration 15Q: 3 clusters Score -6244018 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -6244780.500000 Penalty: 5149.388184
	Iteration 16Q: 3 clusters Score -6244780 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6245316.500000 Penalty: 5149.388184
	Iteration 17Q: 3 clusters Score -6245316 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -6245722.000000 Penalty: 5149.388184
	Iteration 18Q: 3 clusters Score -6245722 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6245988.500000 Penalty: 5149.388184
	Iteration 19Q: 3 clusters Score -6245988 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6246127.500000 Penalty: 5149.388184
	Iteration 20F: 3 clusters Score -6246128 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6246261.500000 Penalty: 5149.388184
	Iteration 21Q: 3 clusters Score -6246262 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6246337.000000 Penalty: 5149.388184
	Iteration 22Q: 3 clusters Score -6246337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6246435.500000 Penalty: 5149.388184
	Iteration 23Q: 3 clusters Score -6246436 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6246438.000000 Penalty: 5149.388184
	Iteration 24Q: 3 clusters Score -6246438 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6246474.000000 Penalty: 5149.388184
	Iteration 25Q: 3 clusters Score -6246474 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6246502.000000 Penalty: 5149.388184
	Iteration 26Q: 3 clusters Score -6246502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6246522.000000 Penalty: 5149.388184
	Iteration 27Q: 3 clusters Score -6246522 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6246556.000000 Penalty: 5149.388184
	Iteration 28Q: 3 clusters Score -6246556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -6246580.000000 Penalty: 5149.388184
	Iteration 29Q: 3 clusters Score -6246580 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6246597.000000 Penalty: 5149.388184
	Iteration 30Q: 3 clusters Score -6246597 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6246613.000000 Penalty: 5149.388184
	Iteration 31Q: 3 clusters Score -6246613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6246615.000000 Penalty: 5149.388184
	Iteration 32Q: 3 clusters Score -6246615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6246630.000000 Penalty: 5149.388184
	Iteration 33Q: 3 clusters Score -6246630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6246660.500000 Penalty: 5149.388184
	Iteration 34Q: 3 clusters Score -6246660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6246673.000000 Penalty: 5149.388184
	Iteration 35Q: 3 clusters Score -6246673 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6246687.500000 Penalty: 5149.388184
	Iteration 36Q: 3 clusters Score -6246688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6246684.500000 Penalty: 5149.388184
	Iteration 37Q: 3 clusters Score -6246684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6246706.000000 Penalty: 5149.388184
	Iteration 38Q: 3 clusters Score -6246706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6246706.500000 Penalty: 5149.388184
	Iteration 39Q: 3 clusters Score -6246706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6246701.500000 Penalty: 5149.388184
	Iteration 40F: 3 clusters Score -6246702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6246703.000000 Penalty: 5149.388184
	Iteration 41Q: 3 clusters Score -6246703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6246707.500000 Penalty: 5149.388184
	Iteration 42Q: 3 clusters Score -6246708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6246714.000000 Penalty: 5149.388184
	Iteration 43Q: 3 clusters Score -6246714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6246722.000000 Penalty: 5149.388184
	Iteration 44Q: 3 clusters Score -6246722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6246715.500000 Penalty: 5149.388184
	Iteration 45Q: 3 clusters Score -6246716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6246735.500000 Penalty: 5149.388184
	Iteration 46Q: 3 clusters Score -6246736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6246742.500000 Penalty: 5149.388184
	Iteration 47Q: 3 clusters Score -6246742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6246744.500000 Penalty: 5149.388184
	Iteration 48Q: 3 clusters Score -6246744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6246749.000000 Penalty: 5149.388184
	Iteration 49Q: 3 clusters Score -6246749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6246754.000000 Penalty: 5149.388184
	Iteration 50Q: 3 clusters Score -6246754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6246760.000000 Penalty: 5149.388184
	Iteration 51Q: 3 clusters Score -6246760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6246756.000000 Penalty: 5149.388184
	Iteration 52Q: 3 clusters Score -6246756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6246753.500000 Penalty: 5149.388184
	Iteration 53Q: 3 clusters Score -6246754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6246765.000000 Penalty: 5149.388184
	Iteration 54Q: 3 clusters Score -6246765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6246777.000000 Penalty: 5149.388184
	Iteration 55Q: 3 clusters Score -6246777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6246769.500000 Penalty: 5149.388184
	Iteration 56Q: 3 clusters Score -6246770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6246771.500000 Penalty: 5149.388184
	Iteration 57Q: 3 clusters Score -6246772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6246766.500000 Penalty: 5149.388184
	Iteration 58Q: 3 clusters Score -6246766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6246761.500000 Penalty: 5149.388184
	Iteration 59Q: 3 clusters Score -6246762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6246764.000000 Penalty: 5149.388184
	Iteration 60F: 3 clusters Score -6246764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6246766.500000 Penalty: 5149.388184
	Iteration 61Q: 3 clusters Score -6246766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6246764.000000 Penalty: 5149.388184
	Iteration 62Q: 3 clusters Score -6246764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6246766.500000 Penalty: 5149.388184
	Iteration 63Q: 3 clusters Score -6246766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6246767.500000 Penalty: 5149.388184
	Iteration 64Q: 3 clusters Score -6246768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6246760.000000 Penalty: 5149.388184
	Iteration 65Q: 3 clusters Score -6246760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6246771.000000 Penalty: 5149.388184
	Iteration 66Q: 3 clusters Score -6246771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6246771.500000 Penalty: 5149.388184
	Iteration 67Q: 3 clusters Score -6246772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6246771.000000 Penalty: 5149.388184
	Iteration 68Q: 3 clusters Score -6246771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6246780.500000 Penalty: 5149.388184
	Iteration 69Q: 3 clusters Score -6246780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6246780.000000 Penalty: 5149.388184
	Iteration 70Q: 3 clusters Score -6246780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6246780.000000 Penalty: 5149.388184
	Iteration 71F: 3 clusters Score -6246780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Entering Unmasked Estep 
Score: -4645342.500000 Penalty: 2484.933105
	Iteration 0F: 2 clusters Score -4645342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4632499.000000 Penalty: 4969.866211
	Iteration 0F: 3 clusters Score -4632499 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4637778.000000 Penalty: 4969.866211
	Iteration 1F: 3 clusters Score -4637778 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4638137.500000 Penalty: 4969.866211
	Iteration 2F: 3 clusters Score -4638138 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4638427.500000 Penalty: 4969.866211
	Iteration 3Q: 3 clusters Score -4638428 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4638630.500000 Penalty: 4969.866211
	Iteration 4Q: 3 clusters Score -4638630 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4638779.000000 Penalty: 4969.866211
	Iteration 5Q: 3 clusters Score -4638779 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4638922.500000 Penalty: 4969.866211
	Iteration 6Q: 3 clusters Score -4638922 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4639067.500000 Penalty: 4969.866211
	Iteration 7Q: 3 clusters Score -4639068 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4639236.500000 Penalty: 4969.866211
	Iteration 8Q: 3 clusters Score -4639236 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -4639353.500000 Penalty: 4969.866211
	Iteration 9Q: 3 clusters Score -4639354 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4639487.500000 Penalty: 4969.866211
	Iteration 10Q: 3 clusters Score -4639488 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4639577.500000 Penalty: 4969.866211
	Iteration 11Q: 3 clusters Score -4639578 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4639661.500000 Penalty: 4969.866211
	Iteration 12Q: 3 clusters Score -4639662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4639733.000000 Penalty: 4969.866211
	Iteration 13Q: 3 clusters Score -4639733 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4639810.500000 Penalty: 4969.866211
	Iteration 14Q: 3 clusters Score -4639810 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -4639866.000000 Penalty: 4969.866211
	Iteration 15Q: 3 clusters Score -4639866 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4639916.500000 Penalty: 4969.866211
	Iteration 16Q: 3 clusters Score -4639916 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4639934.500000 Penalty: 4969.866211
	Iteration 17Q: 3 clusters Score -4639934 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4639982.500000 Penalty: 4969.866211
	Iteration 18Q: 3 clusters Score -4639982 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4640036.500000 Penalty: 4969.866211
	Iteration 19Q: 3 clusters Score -4640036 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -4640089.000000 Penalty: 4969.866211
	Iteration 20F: 3 clusters Score -4640089 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4640250.500000 Penalty: 4969.866211
	Iteration 21Q: 3 clusters Score -4640250 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -4640350.000000 Penalty: 4969.866211
	Iteration 22Q: 3 clusters Score -4640350 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -4640469.500000 Penalty: 4969.866211
	Iteration 23Q: 3 clusters Score -4640470 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4640567.500000 Penalty: 4969.866211
	Iteration 24Q: 3 clusters Score -4640568 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4640647.000000 Penalty: 4969.866211
	Iteration 25Q: 3 clusters Score -4640647 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -4640752.500000 Penalty: 4969.866211
	Iteration 26Q: 3 clusters Score -4640752 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4640914.000000 Penalty: 4969.866211
	Iteration 27Q: 3 clusters Score -4640914 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4641075.000000 Penalty: 4969.866211
	Iteration 28Q: 3 clusters Score -4641075 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4641195.000000 Penalty: 4969.866211
	Iteration 29Q: 3 clusters Score -4641195 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4641411.000000 Penalty: 4969.866211
	Iteration 30Q: 3 clusters Score -4641411 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4641583.500000 Penalty: 4969.866211
	Iteration 31Q: 3 clusters Score -4641584 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4641778.000000 Penalty: 4969.866211
	Iteration 32Q: 3 clusters Score -4641778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4641871.500000 Penalty: 4969.866211
	Iteration 33Q: 3 clusters Score -4641872 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4641936.500000 Penalty: 4969.866211
	Iteration 34Q: 3 clusters Score -4641936 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4642050.000000 Penalty: 4969.866211
	Iteration 35Q: 3 clusters Score -4642050 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4642103.500000 Penalty: 4969.866211
	Iteration 36Q: 3 clusters Score -4642104 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4642190.500000 Penalty: 4969.866211
	Iteration 37Q: 3 clusters Score -4642190 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4642294.500000 Penalty: 4969.866211
	Iteration 38Q: 3 clusters Score -4642294 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4642366.000000 Penalty: 4969.866211
	Iteration 39Q: 3 clusters Score -4642366 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -4642425.500000 Penalty: 4969.866211
	Iteration 40F: 3 clusters Score -4642426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4642478.500000 Penalty: 4969.866211
	Iteration 41Q: 3 clusters Score -4642478 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4642534.000000 Penalty: 4969.866211
	Iteration 42Q: 3 clusters Score -4642534 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4642560.500000 Penalty: 4969.866211
	Iteration 43Q: 3 clusters Score -4642560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -4642582.000000 Penalty: 4969.866211
	Iteration 44Q: 3 clusters Score -4642582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4642624.500000 Penalty: 4969.866211
	Iteration 45Q: 3 clusters Score -4642624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4642674.500000 Penalty: 4969.866211
	Iteration 46Q: 3 clusters Score -4642674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4642704.500000 Penalty: 4969.866211
	Iteration 47Q: 3 clusters Score -4642704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4642755.500000 Penalty: 4969.866211
	Iteration 48Q: 3 clusters Score -4642756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4642794.000000 Penalty: 4969.866211
	Iteration 49Q: 3 clusters Score -4642794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4642803.500000 Penalty: 4969.866211
	Iteration 50Q: 3 clusters Score -4642804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4642835.500000 Penalty: 4969.866211
	Iteration 51Q: 3 clusters Score -4642836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4642875.500000 Penalty: 4969.866211
	Iteration 52Q: 3 clusters Score -4642876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4642912.500000 Penalty: 4969.866211
	Iteration 53Q: 3 clusters Score -4642912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4642918.000000 Penalty: 4969.866211
	Iteration 54Q: 3 clusters Score -4642918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4642941.500000 Penalty: 4969.866211
	Iteration 55Q: 3 clusters Score -4642942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4642968.500000 Penalty: 4969.866211
	Iteration 56Q: 3 clusters Score -4642968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4642979.000000 Penalty: 4969.866211
	Iteration 57Q: 3 clusters Score -4642979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4642991.500000 Penalty: 4969.866211
	Iteration 58Q: 3 clusters Score -4642992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -4643010.500000 Penalty: 4969.866211
	Iteration 59Q: 3 clusters Score -4643010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4643018.000000 Penalty: 4969.866211
	Iteration 60F: 3 clusters Score -4643018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4643041.000000 Penalty: 4969.866211
	Iteration 61Q: 3 clusters Score -4643041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4643042.500000 Penalty: 4969.866211
	Iteration 62Q: 3 clusters Score -4643042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4643050.000000 Penalty: 4969.866211
	Iteration 63Q: 3 clusters Score -4643050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4643059.000000 Penalty: 4969.866211
	Iteration 64Q: 3 clusters Score -4643059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4643071.000000 Penalty: 4969.866211
	Iteration 65Q: 3 clusters Score -4643071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4643080.500000 Penalty: 4969.866211
	Iteration 66Q: 3 clusters Score -4643080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4643094.000000 Penalty: 4969.866211
	Iteration 67Q: 3 clusters Score -4643094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -4643094.000000 Penalty: 4969.866211
	Iteration 68Q: 3 clusters Score -4643094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4643098.500000 Penalty: 4969.866211
	Iteration 69Q: 3 clusters Score -4643098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -4643104.500000 Penalty: 4969.866211
	Iteration 70Q: 3 clusters Score -4643104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4643100.500000 Penalty: 4969.866211
	Iteration 71Q: 3 clusters Score -4643100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4643100.500000 Penalty: 4969.866211
	Iteration 72Q: 3 clusters Score -4643100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4643100.500000 Penalty: 4969.866211
	Iteration 73F: 3 clusters Score -4643100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Entering Unmasked Estep 
Score: -5454023.000000 Penalty: 2545.780518
	Iteration 0F: 2 clusters Score -5454023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5435025.000000 Penalty: 5091.561035
	Iteration 0F: 3 clusters Score -5435025 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5441877.000000 Penalty: 5091.561035
	Iteration 1F: 3 clusters Score -5441877 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5442272.500000 Penalty: 5091.561035
	Iteration 2Q: 3 clusters Score -5442272 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -5442584.000000 Penalty: 5091.561035
	Iteration 3Q: 3 clusters Score -5442584 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -5442865.500000 Penalty: 5091.561035
	Iteration 4Q: 3 clusters Score -5442866 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5443211.500000 Penalty: 5091.561035
	Iteration 5Q: 3 clusters Score -5443212 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5443562.500000 Penalty: 5091.561035
	Iteration 6Q: 3 clusters Score -5443562 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5444032.000000 Penalty: 5091.561035
	Iteration 7Q: 3 clusters Score -5444032 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5444640.500000 Penalty: 5091.561035
	Iteration 8Q: 3 clusters Score -5444640 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5445491.000000 Penalty: 5091.561035
	Iteration 9F: 3 clusters Score -5445491 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5446535.000000 Penalty: 5091.561035
	Iteration 10F: 3 clusters Score -5446535 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5447709.500000 Penalty: 5091.561035
	Iteration 11F: 3 clusters Score -5447710 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5448813.000000 Penalty: 5091.561035
	Iteration 12F: 3 clusters Score -5448813 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -5449607.500000 Penalty: 5091.561035
	Iteration 13Q: 3 clusters Score -5449608 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -5450024.000000 Penalty: 5091.561035
	Iteration 14Q: 3 clusters Score -5450024 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5450175.500000 Penalty: 5091.561035
	Iteration 15Q: 3 clusters Score -5450176 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -5450282.500000 Penalty: 5091.561035
	Iteration 16Q: 3 clusters Score -5450282 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5450325.000000 Penalty: 5091.561035
	Iteration 17Q: 3 clusters Score -5450325 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -5450373.000000 Penalty: 5091.561035
	Iteration 18Q: 3 clusters Score -5450373 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -5450386.500000 Penalty: 5091.561035
	Iteration 19Q: 3 clusters Score -5450386 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5450404.000000 Penalty: 5091.561035
	Iteration 20F: 3 clusters Score -5450404 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5450436.500000 Penalty: 5091.561035
	Iteration 21Q: 3 clusters Score -5450436 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -5450431.500000 Penalty: 5091.561035
	Iteration 22Q: 3 clusters Score -5450432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5450436.000000 Penalty: 5091.561035
	Iteration 23Q: 3 clusters Score -5450436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5450431.000000 Penalty: 5091.561035
	Iteration 24Q: 3 clusters Score -5450431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -5450420.000000 Penalty: 5091.561035
	Iteration 25Q: 3 clusters Score -5450420 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -5450428.500000 Penalty: 5091.561035
	Iteration 26Q: 3 clusters Score -5450428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -5450434.500000 Penalty: 5091.561035
	Iteration 27Q: 3 clusters Score -5450434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -5450441.000000 Penalty: 5091.561035
	Iteration 28Q: 3 clusters Score -5450441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5450445.000000 Penalty: 5091.561035
	Iteration 29Q: 3 clusters Score -5450445 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5450428.500000 Penalty: 5091.561035
	Iteration 30Q: 3 clusters Score -5450428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -5450420.000000 Penalty: 5091.561035
	Iteration 31Q: 3 clusters Score -5450420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5450417.000000 Penalty: 5091.561035
	Iteration 32Q: 3 clusters Score -5450417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -5450411.000000 Penalty: 5091.561035
	Iteration 33Q: 3 clusters Score -5450411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5450416.500000 Penalty: 5091.561035
	Iteration 34Q: 3 clusters Score -5450416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -5450418.000000 Penalty: 5091.561035
	Iteration 35Q: 3 clusters Score -5450418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -5450410.500000 Penalty: 5091.561035
	Iteration 36Q: 3 clusters Score -5450410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -5450414.500000 Penalty: 5091.561035
	Iteration 37Q: 3 clusters Score -5450414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5450410.500000 Penalty: 5091.561035
	Iteration 38Q: 3 clusters Score -5450410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -5450402.000000 Penalty: 5091.561035
	Iteration 39Q: 3 clusters Score -5450402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -5450408.500000 Penalty: 5091.561035
	Iteration 40F: 3 clusters Score -5450408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5450402.500000 Penalty: 5091.561035
	Iteration 41Q: 3 clusters Score -5450402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5450399.500000 Penalty: 5091.561035
	Iteration 42Q: 3 clusters Score -5450400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -5450388.500000 Penalty: 5091.561035
	Iteration 43Q: 3 clusters Score -5450388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5450383.500000 Penalty: 5091.561035
	Iteration 44Q: 3 clusters Score -5450384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -5450381.500000 Penalty: 5091.561035
	Iteration 45Q: 3 clusters Score -5450382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -5450385.000000 Penalty: 5091.561035
	Iteration 46Q: 3 clusters Score -5450385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5450387.500000 Penalty: 5091.561035
	Iteration 47Q: 3 clusters Score -5450388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5450383.500000 Penalty: 5091.561035
	Iteration 48Q: 3 clusters Score -5450384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -5450386.500000 Penalty: 5091.561035
	Iteration 49Q: 3 clusters Score -5450386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -5450390.000000 Penalty: 5091.561035
	Iteration 50Q: 3 clusters Score -5450390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5450385.000000 Penalty: 5091.561035
	Iteration 51Q: 3 clusters Score -5450385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5450392.000000 Penalty: 5091.561035
	Iteration 52Q: 3 clusters Score -5450392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -5450388.000000 Penalty: 5091.561035
	Iteration 53Q: 3 clusters Score -5450388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5450391.000000 Penalty: 5091.561035
	Iteration 54Q: 3 clusters Score -5450391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -5450380.500000 Penalty: 5091.561035
	Iteration 55Q: 3 clusters Score -5450380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5450380.000000 Penalty: 5091.561035
	Iteration 56Q: 3 clusters Score -5450380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -5450388.000000 Penalty: 5091.561035
	Iteration 57Q: 3 clusters Score -5450388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5450396.000000 Penalty: 5091.561035
	Iteration 58Q: 3 clusters Score -5450396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5450400.000000 Penalty: 5091.561035
	Iteration 59Q: 3 clusters Score -5450400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5450394.500000 Penalty: 5091.561035
	Iteration 60F: 3 clusters Score -5450394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5450395.500000 Penalty: 5091.561035
	Iteration 61Q: 3 clusters Score -5450396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5450397.500000 Penalty: 5091.561035
	Iteration 62Q: 3 clusters Score -5450398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5450389.000000 Penalty: 5091.561035
	Iteration 63Q: 3 clusters Score -5450389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5450389.000000 Penalty: 5091.561035
	Iteration 64F: 3 clusters Score -5450389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -36842.312500 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -36842.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35683.363281 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -35683.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -35751.679688 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -35751.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -35784.417969 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -35784.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35786.789062 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -35786.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35786.789062 Penalty: 2692.955322
	Iteration 4F: 3 clusters Score -35786.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -370506.281250 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -370506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -367893.968750 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -367894 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -368516.750000 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -368516.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -368820.812500 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -368820.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -369104.250000 Penalty: 3778.652588
	Iteration 3F: 3 clusters Score -369104.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -369383.468750 Penalty: 3778.652588
	Iteration 4F: 3 clusters Score -369383.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -369665.750000 Penalty: 3778.652588
	Iteration 5F: 3 clusters Score -369665.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -369918.968750 Penalty: 3778.652588
	Iteration 6F: 3 clusters Score -369919 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -370137.375000 Penalty: 3778.652588
	Iteration 7F: 3 clusters Score -370137.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -370257.093750 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -370257.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -370314.875000 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -370314.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -370355.625000 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -370355.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -370366.593750 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -370366.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -370377.687500 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -370377.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -370384.687500 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -370384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -370392.593750 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -370392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -370400.343750 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -370400.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -370405.312500 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -370405.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -370407.781250 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -370407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -370408.812500 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -370408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -370411.781250 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -370411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -370412.812500 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -370412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -370415.875000 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -370415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -370421.218750 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -370421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370424.093750 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -370424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370426.406250 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -370426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370427.187500 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -370427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370428.218750 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -370428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -370428.718750 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -370428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -370428.718750 Penalty: 3778.652588
	Iteration 28F: 3 clusters Score -370428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (31029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Entering Unmasked Estep 
Score: -5802628.500000 Penalty: 2564.983887
	Iteration 0F: 2 clusters Score -5802628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5782191.500000 Penalty: 5129.967773
	Iteration 0F: 3 clusters Score -5782192 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5789911.500000 Penalty: 5129.967773
	Iteration 1F: 3 clusters Score -5789912 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5790394.000000 Penalty: 5129.967773
	Iteration 2Q: 3 clusters Score -5790394 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5790872.500000 Penalty: 5129.967773
	Iteration 3Q: 3 clusters Score -5790872 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5791388.500000 Penalty: 5129.967773
	Iteration 4Q: 3 clusters Score -5791388 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -5791951.500000 Penalty: 5129.967773
	Iteration 5Q: 3 clusters Score -5791952 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5792697.000000 Penalty: 5129.967773
	Iteration 6Q: 3 clusters Score -5792697 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -5793699.500000 Penalty: 5129.967773
	Iteration 7F: 3 clusters Score -5793700 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5795057.500000 Penalty: 5129.967773
	Iteration 8F: 3 clusters Score -5795058 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -5796737.000000 Penalty: 5129.967773
	Iteration 9F: 3 clusters Score -5796737 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5798283.000000 Penalty: 5129.967773
	Iteration 10F: 3 clusters Score -5798283 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5799193.000000 Penalty: 5129.967773
	Iteration 11Q: 3 clusters Score -5799193 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5799590.500000 Penalty: 5129.967773
	Iteration 12Q: 3 clusters Score -5799590 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -5799830.500000 Penalty: 5129.967773
	Iteration 13Q: 3 clusters Score -5799830 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5800019.500000 Penalty: 5129.967773
	Iteration 14Q: 3 clusters Score -5800020 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5800192.500000 Penalty: 5129.967773
	Iteration 15Q: 3 clusters Score -5800192 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5800321.000000 Penalty: 5129.967773
	Iteration 16Q: 3 clusters Score -5800321 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5800446.000000 Penalty: 5129.967773
	Iteration 17Q: 3 clusters Score -5800446 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5800505.500000 Penalty: 5129.967773
	Iteration 18Q: 3 clusters Score -5800506 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5800591.000000 Penalty: 5129.967773
	Iteration 19Q: 3 clusters Score -5800591 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5800641.000000 Penalty: 5129.967773
	Iteration 20F: 3 clusters Score -5800641 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5800693.500000 Penalty: 5129.967773
	Iteration 21Q: 3 clusters Score -5800694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5800719.500000 Penalty: 5129.967773
	Iteration 22Q: 3 clusters Score -5800720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5800738.500000 Penalty: 5129.967773
	Iteration 23Q: 3 clusters Score -5800738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5800733.500000 Penalty: 5129.967773
	Iteration 24Q: 3 clusters Score -5800734 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5800737.500000 Penalty: 5129.967773
	Iteration 25Q: 3 clusters Score -5800738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5800748.000000 Penalty: 5129.967773
	Iteration 26Q: 3 clusters Score -5800748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5800750.500000 Penalty: 5129.967773
	Iteration 27Q: 3 clusters Score -5800750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5800772.500000 Penalty: 5129.967773
	Iteration 28Q: 3 clusters Score -5800772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5800783.000000 Penalty: 5129.967773
	Iteration 29Q: 3 clusters Score -5800783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5800779.500000 Penalty: 5129.967773
	Iteration 30Q: 3 clusters Score -5800780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5800786.000000 Penalty: 5129.967773
	Iteration 31Q: 3 clusters Score -5800786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5800795.000000 Penalty: 5129.967773
	Iteration 32Q: 3 clusters Score -5800795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5800800.500000 Penalty: 5129.967773
	Iteration 33Q: 3 clusters Score -5800800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5800801.000000 Penalty: 5129.967773
	Iteration 34Q: 3 clusters Score -5800801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5800793.500000 Penalty: 5129.967773
	Iteration 35Q: 3 clusters Score -5800794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5800786.500000 Penalty: 5129.967773
	Iteration 36Q: 3 clusters Score -5800786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5800780.500000 Penalty: 5129.967773
	Iteration 37Q: 3 clusters Score -5800780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5800780.500000 Penalty: 5129.967773
	Iteration 38Q: 3 clusters Score -5800780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5800784.500000 Penalty: 5129.967773
	Iteration 39Q: 3 clusters Score -5800784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5800793.500000 Penalty: 5129.967773
	Iteration 40F: 3 clusters Score -5800794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5800798.500000 Penalty: 5129.967773
	Iteration 41Q: 3 clusters Score -5800798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5800799.000000 Penalty: 5129.967773
	Iteration 42Q: 3 clusters Score -5800799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5800801.000000 Penalty: 5129.967773
	Iteration 43Q: 3 clusters Score -5800801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5800803.000000 Penalty: 5129.967773
	Iteration 44Q: 3 clusters Score -5800803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5800803.000000 Penalty: 5129.967773
	Iteration 45F: 3 clusters Score -5800803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Entering Unmasked Estep 
Score: -5215700.500000 Penalty: 2515.663086
	Iteration 0F: 2 clusters Score -5215700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5200718.500000 Penalty: 5031.326172
	Iteration 0F: 3 clusters Score -5200718 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5207007.500000 Penalty: 5031.326172
	Iteration 1F: 3 clusters Score -5207008 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5207522.000000 Penalty: 5031.326172
	Iteration 2F: 3 clusters Score -5207522 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -5207978.500000 Penalty: 5031.326172
	Iteration 3F: 3 clusters Score -5207978 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -5208451.500000 Penalty: 5031.326172
	Iteration 4Q: 3 clusters Score -5208452 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5208929.500000 Penalty: 5031.326172
	Iteration 5Q: 3 clusters Score -5208930 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5209562.500000 Penalty: 5031.326172
	Iteration 6Q: 3 clusters Score -5209562 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -5210306.500000 Penalty: 5031.326172
	Iteration 7Q: 3 clusters Score -5210306 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -5211068.500000 Penalty: 5031.326172
	Iteration 8Q: 3 clusters Score -5211068 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5211813.500000 Penalty: 5031.326172
	Iteration 9Q: 3 clusters Score -5211814 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5212327.500000 Penalty: 5031.326172
	Iteration 10Q: 3 clusters Score -5212328 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5212732.000000 Penalty: 5031.326172
	Iteration 11Q: 3 clusters Score -5212732 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5213021.500000 Penalty: 5031.326172
	Iteration 12Q: 3 clusters Score -5213022 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -5213149.000000 Penalty: 5031.326172
	Iteration 13Q: 3 clusters Score -5213149 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5213225.500000 Penalty: 5031.326172
	Iteration 14Q: 3 clusters Score -5213226 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5213286.000000 Penalty: 5031.326172
	Iteration 15Q: 3 clusters Score -5213286 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -5213277.000000 Penalty: 5031.326172
	Iteration 16Q: 3 clusters Score -5213277 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -5213332.500000 Penalty: 5031.326172
	Iteration 17Q: 3 clusters Score -5213332 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5213398.000000 Penalty: 5031.326172
	Iteration 18Q: 3 clusters Score -5213398 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -5213434.500000 Penalty: 5031.326172
	Iteration 19Q: 3 clusters Score -5213434 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -5213477.500000 Penalty: 5031.326172
	Iteration 20F: 3 clusters Score -5213478 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -5213519.500000 Penalty: 5031.326172
	Iteration 21Q: 3 clusters Score -5213520 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -5213564.000000 Penalty: 5031.326172
	Iteration 22Q: 3 clusters Score -5213564 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5213629.000000 Penalty: 5031.326172
	Iteration 23Q: 3 clusters Score -5213629 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5213695.000000 Penalty: 5031.326172
	Iteration 24Q: 3 clusters Score -5213695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -5213754.500000 Penalty: 5031.326172
	Iteration 25Q: 3 clusters Score -5213754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5213805.500000 Penalty: 5031.326172
	Iteration 26Q: 3 clusters Score -5213806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5213852.000000 Penalty: 5031.326172
	Iteration 27Q: 3 clusters Score -5213852 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5213897.000000 Penalty: 5031.326172
	Iteration 28Q: 3 clusters Score -5213897 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5213987.500000 Penalty: 5031.326172
	Iteration 29Q: 3 clusters Score -5213988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5214019.000000 Penalty: 5031.326172
	Iteration 30Q: 3 clusters Score -5214019 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -5214069.000000 Penalty: 5031.326172
	Iteration 31Q: 3 clusters Score -5214069 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5214117.500000 Penalty: 5031.326172
	Iteration 32Q: 3 clusters Score -5214118 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5214164.000000 Penalty: 5031.326172
	Iteration 33Q: 3 clusters Score -5214164 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -5214209.000000 Penalty: 5031.326172
	Iteration 34Q: 3 clusters Score -5214209 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5214244.000000 Penalty: 5031.326172
	Iteration 35Q: 3 clusters Score -5214244 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5214270.000000 Penalty: 5031.326172
	Iteration 36Q: 3 clusters Score -5214270 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5214298.500000 Penalty: 5031.326172
	Iteration 37Q: 3 clusters Score -5214298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5214317.000000 Penalty: 5031.326172
	Iteration 38Q: 3 clusters Score -5214317 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -5214324.000000 Penalty: 5031.326172
	Iteration 39Q: 3 clusters Score -5214324 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5214337.500000 Penalty: 5031.326172
	Iteration 40F: 3 clusters Score -5214338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -5214345.000000 Penalty: 5031.326172
	Iteration 41Q: 3 clusters Score -5214345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5214363.500000 Penalty: 5031.326172
	Iteration 42Q: 3 clusters Score -5214364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5214365.000000 Penalty: 5031.326172
	Iteration 43Q: 3 clusters Score -5214365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5214380.000000 Penalty: 5031.326172
	Iteration 44Q: 3 clusters Score -5214380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5214378.000000 Penalty: 5031.326172
	Iteration 45Q: 3 clusters Score -5214378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -5214371.500000 Penalty: 5031.326172
	Iteration 46Q: 3 clusters Score -5214372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5214370.000000 Penalty: 5031.326172
	Iteration 47Q: 3 clusters Score -5214370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -5214362.500000 Penalty: 5031.326172
	Iteration 48Q: 3 clusters Score -5214362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5214358.500000 Penalty: 5031.326172
	Iteration 49Q: 3 clusters Score -5214358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5214367.000000 Penalty: 5031.326172
	Iteration 50Q: 3 clusters Score -5214367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -5214361.500000 Penalty: 5031.326172
	Iteration 51Q: 3 clusters Score -5214362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5214356.000000 Penalty: 5031.326172
	Iteration 52Q: 3 clusters Score -5214356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5214350.000000 Penalty: 5031.326172
	Iteration 53Q: 3 clusters Score -5214350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5214353.500000 Penalty: 5031.326172
	Iteration 54Q: 3 clusters Score -5214354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -5214353.000000 Penalty: 5031.326172
	Iteration 55Q: 3 clusters Score -5214353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5214356.000000 Penalty: 5031.326172
	Iteration 56Q: 3 clusters Score -5214356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5214358.000000 Penalty: 5031.326172
	Iteration 57Q: 3 clusters Score -5214358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -5214358.500000 Penalty: 5031.326172
	Iteration 58Q: 3 clusters Score -5214358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5214359.500000 Penalty: 5031.326172
	Iteration 59Q: 3 clusters Score -5214360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -5214354.000000 Penalty: 5031.326172
	Iteration 60F: 3 clusters Score -5214354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5214365.500000 Penalty: 5031.326172
	Iteration 61Q: 3 clusters Score -5214366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5214359.000000 Penalty: 5031.326172
	Iteration 62Q: 3 clusters Score -5214359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5214359.000000 Penalty: 5031.326172
	Iteration 63F: 3 clusters Score -5214359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Entering Unmasked Estep 
Score: -5086925.000000 Penalty: 2509.132324
	Iteration 0F: 2 clusters Score -5086925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -5071648.500000 Penalty: 5018.264648
	Iteration 0F: 3 clusters Score -5071648 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5077569.000000 Penalty: 5018.264648
	Iteration 1F: 3 clusters Score -5077569 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5078022.500000 Penalty: 5018.264648
	Iteration 2F: 3 clusters Score -5078022 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -5078376.500000 Penalty: 5018.264648
	Iteration 3Q: 3 clusters Score -5078376 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5078574.500000 Penalty: 5018.264648
	Iteration 4Q: 3 clusters Score -5078574 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -5078798.000000 Penalty: 5018.264648
	Iteration 5Q: 3 clusters Score -5078798 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -5079024.500000 Penalty: 5018.264648
	Iteration 6Q: 3 clusters Score -5079024 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5079056.000000 Penalty: 5018.264648
	Iteration 7Q: 3 clusters Score -5079056 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5079145.000000 Penalty: 5018.264648
	Iteration 8Q: 3 clusters Score -5079145 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -5079309.000000 Penalty: 5018.264648
	Iteration 9Q: 3 clusters Score -5079309 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5079552.000000 Penalty: 5018.264648
	Iteration 10Q: 3 clusters Score -5079552 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5080121.000000 Penalty: 5018.264648
	Iteration 11Q: 3 clusters Score -5080121 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5081340.500000 Penalty: 5018.264648
	Iteration 12F: 3 clusters Score -5081340 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5083079.500000 Penalty: 5018.264648
	Iteration 13F: 3 clusters Score -5083080 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -5084377.500000 Penalty: 5018.264648
	Iteration 14F: 3 clusters Score -5084378 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5084986.000000 Penalty: 5018.264648
	Iteration 15Q: 3 clusters Score -5084986 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -5085233.000000 Penalty: 5018.264648
	Iteration 16Q: 3 clusters Score -5085233 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -5085198.500000 Penalty: 5018.264648
	Iteration 17Q: 3 clusters Score -5085198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5085125.000000 Penalty: 5018.264648
	Iteration 18Q: 3 clusters Score -5085125 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -5085091.000000 Penalty: 5018.264648
	Iteration 19Q: 3 clusters Score -5085091 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -5084994.000000 Penalty: 5018.264648
	Iteration 20F: 3 clusters Score -5084994 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -5084677.500000 Penalty: 5018.264648
	Iteration 21Q: 3 clusters Score -5084678 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5084474.500000 Penalty: 5018.264648
	Iteration 22Q: 3 clusters Score -5084474 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5084343.000000 Penalty: 5018.264648
	Iteration 23Q: 3 clusters Score -5084343 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5084208.000000 Penalty: 5018.264648
	Iteration 24Q: 3 clusters Score -5084208 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5084168.500000 Penalty: 5018.264648
	Iteration 25Q: 3 clusters Score -5084168 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5084051.500000 Penalty: 5018.264648
	Iteration 26Q: 3 clusters Score -5084052 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5083980.500000 Penalty: 5018.264648
	Iteration 27Q: 3 clusters Score -5083980 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5083903.500000 Penalty: 5018.264648
	Iteration 28Q: 3 clusters Score -5083904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5083855.500000 Penalty: 5018.264648
	Iteration 29Q: 3 clusters Score -5083856 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -5083811.000000 Penalty: 5018.264648
	Iteration 30Q: 3 clusters Score -5083811 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -5083784.000000 Penalty: 5018.264648
	Iteration 31Q: 3 clusters Score -5083784 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5083756.000000 Penalty: 5018.264648
	Iteration 32Q: 3 clusters Score -5083756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5083708.000000 Penalty: 5018.264648
	Iteration 33Q: 3 clusters Score -5083708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5083673.000000 Penalty: 5018.264648
	Iteration 34Q: 3 clusters Score -5083673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -5083661.500000 Penalty: 5018.264648
	Iteration 35Q: 3 clusters Score -5083662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -5083669.000000 Penalty: 5018.264648
	Iteration 36Q: 3 clusters Score -5083669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -5083650.500000 Penalty: 5018.264648
	Iteration 37Q: 3 clusters Score -5083650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5083653.500000 Penalty: 5018.264648
	Iteration 38Q: 3 clusters Score -5083654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5083611.000000 Penalty: 5018.264648
	Iteration 39Q: 3 clusters Score -5083611 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5083528.000000 Penalty: 5018.264648
	Iteration 40F: 3 clusters Score -5083528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -5083515.000000 Penalty: 5018.264648
	Iteration 41Q: 3 clusters Score -5083515 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5083471.500000 Penalty: 5018.264648
	Iteration 42Q: 3 clusters Score -5083472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5083428.500000 Penalty: 5018.264648
	Iteration 43Q: 3 clusters Score -5083428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5083411.000000 Penalty: 5018.264648
	Iteration 44Q: 3 clusters Score -5083411 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5083383.500000 Penalty: 5018.264648
	Iteration 45Q: 3 clusters Score -5083384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5083370.500000 Penalty: 5018.264648
	Iteration 46Q: 3 clusters Score -5083370 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5083357.500000 Penalty: 5018.264648
	Iteration 47Q: 3 clusters Score -5083358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5083296.500000 Penalty: 5018.264648
	Iteration 48Q: 3 clusters Score -5083296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5083262.500000 Penalty: 5018.264648
	Iteration 49Q: 3 clusters Score -5083262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5083251.000000 Penalty: 5018.264648
	Iteration 50Q: 3 clusters Score -5083251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5083208.500000 Penalty: 5018.264648
	Iteration 51Q: 3 clusters Score -5083208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5083195.000000 Penalty: 5018.264648
	Iteration 52Q: 3 clusters Score -5083195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5083166.000000 Penalty: 5018.264648
	Iteration 53Q: 3 clusters Score -5083166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5083163.000000 Penalty: 5018.264648
	Iteration 54Q: 3 clusters Score -5083163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5083143.500000 Penalty: 5018.264648
	Iteration 55Q: 3 clusters Score -5083144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5083135.500000 Penalty: 5018.264648
	Iteration 56Q: 3 clusters Score -5083136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5083104.500000 Penalty: 5018.264648
	Iteration 57Q: 3 clusters Score -5083104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5083115.500000 Penalty: 5018.264648
	Iteration 58Q: 3 clusters Score -5083116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5083101.000000 Penalty: 5018.264648
	Iteration 59Q: 3 clusters Score -5083101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5018.264648
	Iteration 60F: 3 clusters Score -5083102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5083065.500000 Penalty: 5018.264648
	Iteration 61Q: 3 clusters Score -5083066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -5083063.500000 Penalty: 5018.264648
	Iteration 62Q: 3 clusters Score -5083064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -5083070.000000 Penalty: 5018.264648
	Iteration 63Q: 3 clusters Score -5083070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5083063.000000 Penalty: 5018.264648
	Iteration 64Q: 3 clusters Score -5083063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5083057.000000 Penalty: 5018.264648
	Iteration 65Q: 3 clusters Score -5083057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5083073.000000 Penalty: 5018.264648
	Iteration 66Q: 3 clusters Score -5083073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -5083102.000000 Penalty: 5018.264648
	Iteration 67Q: 3 clusters Score -5083102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5083179.500000 Penalty: 5018.264648
	Iteration 68Q: 3 clusters Score -5083180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5083199.500000 Penalty: 5018.264648
	Iteration 69Q: 3 clusters Score -5083200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5083262.500000 Penalty: 5018.264648
	Iteration 70Q: 3 clusters Score -5083262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5083322.500000 Penalty: 5018.264648
	Iteration 71Q: 3 clusters Score -5083322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5083363.500000 Penalty: 5018.264648
	Iteration 72Q: 3 clusters Score -5083364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5083400.500000 Penalty: 5018.264648
	Iteration 73Q: 3 clusters Score -5083400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5083435.000000 Penalty: 5018.264648
	Iteration 74Q: 3 clusters Score -5083435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5083464.000000 Penalty: 5018.264648
	Iteration 75Q: 3 clusters Score -5083464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5083474.000000 Penalty: 5018.264648
	Iteration 76Q: 3 clusters Score -5083474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5083506.000000 Penalty: 5018.264648
	Iteration 77Q: 3 clusters Score -5083506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5083546.000000 Penalty: 5018.264648
	Iteration 78Q: 3 clusters Score -5083546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5083549.500000 Penalty: 5018.264648
	Iteration 79Q: 3 clusters Score -5083550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5083590.500000 Penalty: 5018.264648
	Iteration 80F: 3 clusters Score -5083590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5083620.000000 Penalty: 5018.264648
	Iteration 81Q: 3 clusters Score -5083620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5083666.000000 Penalty: 5018.264648
	Iteration 82Q: 3 clusters Score -5083666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5083655.500000 Penalty: 5018.264648
	Iteration 83Q: 3 clusters Score -5083656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5083695.500000 Penalty: 5018.264648
	Iteration 84Q: 3 clusters Score -5083696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5083727.500000 Penalty: 5018.264648
	Iteration 85Q: 3 clusters Score -5083728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5083750.500000 Penalty: 5018.264648
	Iteration 86Q: 3 clusters Score -5083750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5083785.500000 Penalty: 5018.264648
	Iteration 87Q: 3 clusters Score -5083786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5083828.500000 Penalty: 5018.264648
	Iteration 88Q: 3 clusters Score -5083828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -5083853.500000 Penalty: 5018.264648
	Iteration 89Q: 3 clusters Score -5083854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5083886.500000 Penalty: 5018.264648
	Iteration 90Q: 3 clusters Score -5083886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5083905.500000 Penalty: 5018.264648
	Iteration 91Q: 3 clusters Score -5083906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5083923.000000 Penalty: 5018.264648
	Iteration 92Q: 3 clusters Score -5083923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5083931.500000 Penalty: 5018.264648
	Iteration 93Q: 3 clusters Score -5083932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5083945.500000 Penalty: 5018.264648
	Iteration 94Q: 3 clusters Score -5083946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5083944.000000 Penalty: 5018.264648
	Iteration 95Q: 3 clusters Score -5083944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5083988.000000 Penalty: 5018.264648
	Iteration 96Q: 3 clusters Score -5083988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5084021.000000 Penalty: 5018.264648
	Iteration 97Q: 3 clusters Score -5084021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5084035.000000 Penalty: 5018.264648
	Iteration 98Q: 3 clusters Score -5084035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5084058.000000 Penalty: 5018.264648
	Iteration 99Q: 3 clusters Score -5084058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5084070.000000 Penalty: 5018.264648
	Iteration 100F: 3 clusters Score -5084070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5084086.000000 Penalty: 5018.264648
	Iteration 101Q: 3 clusters Score -5084086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5084090.500000 Penalty: 5018.264648
	Iteration 102Q: 3 clusters Score -5084090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5084080.500000 Penalty: 5018.264648
	Iteration 103Q: 3 clusters Score -5084080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5084091.500000 Penalty: 5018.264648
	Iteration 104Q: 3 clusters Score -5084092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5084100.000000 Penalty: 5018.264648
	Iteration 105Q: 3 clusters Score -5084100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5084095.500000 Penalty: 5018.264648
	Iteration 106Q: 3 clusters Score -5084096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5084098.500000 Penalty: 5018.264648
	Iteration 107Q: 3 clusters Score -5084098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5084098.500000 Penalty: 5018.264648
	Iteration 108F: 3 clusters Score -5084098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -417581.687500 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -417581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -414769.125000 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -414769.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -415480.906250 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -415480.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -415834.593750 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -415834.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -416067.406250 Penalty: 3844.731689
	Iteration 3F: 3 clusters Score -416067.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -416237.906250 Penalty: 3844.731689
	Iteration 4F: 3 clusters Score -416237.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -416352.093750 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -416352.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -416434.625000 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -416434.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -416501.062500 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -416501.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -416538.687500 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -416538.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -416564.906250 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -416564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -416581.250000 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -416581.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -416594.625000 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -416594.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -416608.593750 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -416608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -416617.250000 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -416617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -416628.562500 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -416628.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -416638.968750 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -416639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -416648.375000 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -416648.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -416656.062500 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -416656.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -416665.750000 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -416665.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -416672.000000 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -416672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -416675.562500 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -416675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -416676.906250 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -416676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -416677.625000 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -416677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -416679.000000 Penalty: 3844.731689
	Iteration 23Q: 3 clusters Score -416679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -416680.250000 Penalty: 3844.731689
	Iteration 24Q: 3 clusters Score -416680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -416682.906250 Penalty: 3844.731689
	Iteration 25Q: 3 clusters Score -416682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -416684.125000 Penalty: 3844.731689
	Iteration 26Q: 3 clusters Score -416684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -416685.718750 Penalty: 3844.731689
	Iteration 27Q: 3 clusters Score -416685.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -416685.656250 Penalty: 3844.731689
	Iteration 28Q: 3 clusters Score -416685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -416685.656250 Penalty: 3844.731689
	Iteration 29F: 3 clusters Score -416685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (23254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Entering Unmasked Estep 
Score: -4805722.500000 Penalty: 2493.449707
	Iteration 0F: 2 clusters Score -4805722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4792385.500000 Penalty: 4986.899414
	Iteration 0F: 3 clusters Score -4792386 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4797900.500000 Penalty: 4986.899414
	Iteration 1F: 3 clusters Score -4797900 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4798273.000000 Penalty: 4986.899414
	Iteration 2Q: 3 clusters Score -4798273 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4798532.000000 Penalty: 4986.899414
	Iteration 3Q: 3 clusters Score -4798532 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -4798760.500000 Penalty: 4986.899414
	Iteration 4Q: 3 clusters Score -4798760 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -4798949.000000 Penalty: 4986.899414
	Iteration 5Q: 3 clusters Score -4798949 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4799144.500000 Penalty: 4986.899414
	Iteration 6Q: 3 clusters Score -4799144 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4799290.000000 Penalty: 4986.899414
	Iteration 7Q: 3 clusters Score -4799290 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4799467.000000 Penalty: 4986.899414
	Iteration 8Q: 3 clusters Score -4799467 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4799613.000000 Penalty: 4986.899414
	Iteration 9Q: 3 clusters Score -4799613 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4799806.000000 Penalty: 4986.899414
	Iteration 10Q: 3 clusters Score -4799806 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -4800051.000000 Penalty: 4986.899414
	Iteration 11Q: 3 clusters Score -4800051 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4800393.500000 Penalty: 4986.899414
	Iteration 12Q: 3 clusters Score -4800394 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -4800818.500000 Penalty: 4986.899414
	Iteration 13Q: 3 clusters Score -4800818 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4801408.500000 Penalty: 4986.899414
	Iteration 14Q: 3 clusters Score -4801408 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4802071.500000 Penalty: 4986.899414
	Iteration 15Q: 3 clusters Score -4802072 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -4802529.500000 Penalty: 4986.899414
	Iteration 16Q: 3 clusters Score -4802530 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4802759.000000 Penalty: 4986.899414
	Iteration 17Q: 3 clusters Score -4802759 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4802863.500000 Penalty: 4986.899414
	Iteration 18Q: 3 clusters Score -4802864 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4802974.500000 Penalty: 4986.899414
	Iteration 19Q: 3 clusters Score -4802974 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4803091.000000 Penalty: 4986.899414
	Iteration 20F: 3 clusters Score -4803091 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4803218.000000 Penalty: 4986.899414
	Iteration 21Q: 3 clusters Score -4803218 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4803373.500000 Penalty: 4986.899414
	Iteration 22Q: 3 clusters Score -4803374 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4803553.500000 Penalty: 4986.899414
	Iteration 23Q: 3 clusters Score -4803554 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4803688.500000 Penalty: 4986.899414
	Iteration 24Q: 3 clusters Score -4803688 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -4803846.000000 Penalty: 4986.899414
	Iteration 25Q: 3 clusters Score -4803846 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4804001.500000 Penalty: 4986.899414
	Iteration 26Q: 3 clusters Score -4804002 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4804114.000000 Penalty: 4986.899414
	Iteration 27Q: 3 clusters Score -4804114 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4804186.500000 Penalty: 4986.899414
	Iteration 28Q: 3 clusters Score -4804186 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -4804272.500000 Penalty: 4986.899414
	Iteration 29Q: 3 clusters Score -4804272 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4804354.000000 Penalty: 4986.899414
	Iteration 30Q: 3 clusters Score -4804354 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4804394.500000 Penalty: 4986.899414
	Iteration 31Q: 3 clusters Score -4804394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4804430.500000 Penalty: 4986.899414
	Iteration 32Q: 3 clusters Score -4804430 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4804440.500000 Penalty: 4986.899414
	Iteration 33Q: 3 clusters Score -4804440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4804445.000000 Penalty: 4986.899414
	Iteration 34Q: 3 clusters Score -4804445 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4804489.500000 Penalty: 4986.899414
	Iteration 35Q: 3 clusters Score -4804490 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4804512.500000 Penalty: 4986.899414
	Iteration 36Q: 3 clusters Score -4804512 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4804535.500000 Penalty: 4986.899414
	Iteration 37Q: 3 clusters Score -4804536 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4804534.000000 Penalty: 4986.899414
	Iteration 38Q: 3 clusters Score -4804534 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4804518.500000 Penalty: 4986.899414
	Iteration 39Q: 3 clusters Score -4804518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -4804492.500000 Penalty: 4986.899414
	Iteration 40F: 3 clusters Score -4804492 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4804481.500000 Penalty: 4986.899414
	Iteration 41Q: 3 clusters Score -4804482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -4804446.500000 Penalty: 4986.899414
	Iteration 42Q: 3 clusters Score -4804446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4804434.500000 Penalty: 4986.899414
	Iteration 43Q: 3 clusters Score -4804434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4804429.500000 Penalty: 4986.899414
	Iteration 44Q: 3 clusters Score -4804430 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -4804419.500000 Penalty: 4986.899414
	Iteration 45Q: 3 clusters Score -4804420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4804412.000000 Penalty: 4986.899414
	Iteration 46Q: 3 clusters Score -4804412 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4804415.000000 Penalty: 4986.899414
	Iteration 47Q: 3 clusters Score -4804415 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -4804397.500000 Penalty: 4986.899414
	Iteration 48Q: 3 clusters Score -4804398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4804387.500000 Penalty: 4986.899414
	Iteration 49Q: 3 clusters Score -4804388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4804384.000000 Penalty: 4986.899414
	Iteration 50Q: 3 clusters Score -4804384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -4804400.500000 Penalty: 4986.899414
	Iteration 51Q: 3 clusters Score -4804400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4804394.000000 Penalty: 4986.899414
	Iteration 52Q: 3 clusters Score -4804394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4804387.500000 Penalty: 4986.899414
	Iteration 53Q: 3 clusters Score -4804388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -4804355.500000 Penalty: 4986.899414
	Iteration 54Q: 3 clusters Score -4804356 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -4804357.500000 Penalty: 4986.899414
	Iteration 55Q: 3 clusters Score -4804358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4804370.500000 Penalty: 4986.899414
	Iteration 56Q: 3 clusters Score -4804370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4804358.000000 Penalty: 4986.899414
	Iteration 57Q: 3 clusters Score -4804358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4804353.000000 Penalty: 4986.899414
	Iteration 58Q: 3 clusters Score -4804353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4804362.500000 Penalty: 4986.899414
	Iteration 59Q: 3 clusters Score -4804362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -4804362.000000 Penalty: 4986.899414
	Iteration 60F: 3 clusters Score -4804362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -4804354.500000 Penalty: 4986.899414
	Iteration 61Q: 3 clusters Score -4804354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4804337.500000 Penalty: 4986.899414
	Iteration 62Q: 3 clusters Score -4804338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4804330.000000 Penalty: 4986.899414
	Iteration 63Q: 3 clusters Score -4804330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4804332.000000 Penalty: 4986.899414
	Iteration 64Q: 3 clusters Score -4804332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4804321.500000 Penalty: 4986.899414
	Iteration 65Q: 3 clusters Score -4804322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4804317.000000 Penalty: 4986.899414
	Iteration 66Q: 3 clusters Score -4804317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4804317.500000 Penalty: 4986.899414
	Iteration 67Q: 3 clusters Score -4804318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4804312.000000 Penalty: 4986.899414
	Iteration 68Q: 3 clusters Score -4804312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4804313.500000 Penalty: 4986.899414
	Iteration 69Q: 3 clusters Score -4804314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4804309.500000 Penalty: 4986.899414
	Iteration 70Q: 3 clusters Score -4804310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -4804314.500000 Penalty: 4986.899414
	Iteration 71Q: 3 clusters Score -4804314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4804313.500000 Penalty: 4986.899414
	Iteration 72Q: 3 clusters Score -4804314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4804310.500000 Penalty: 4986.899414
	Iteration 73Q: 3 clusters Score -4804310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4804309.000000 Penalty: 4986.899414
	Iteration 74Q: 3 clusters Score -4804309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4804309.000000 Penalty: 4986.899414
	Iteration 75Q: 3 clusters Score -4804309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4804303.500000 Penalty: 4986.899414
	Iteration 76Q: 3 clusters Score -4804304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4804305.000000 Penalty: 4986.899414
	Iteration 77Q: 3 clusters Score -4804305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4804296.500000 Penalty: 4986.899414
	Iteration 78Q: 3 clusters Score -4804296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4804296.500000 Penalty: 4986.899414
	Iteration 79F: 3 clusters Score -4804296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -161959.500000 Penalty: 1690.006592
	Iteration 0F: 2 clusters Score -161959.5 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 451 members 
Entering Unmasked Estep 
Score: -160072.218750 Penalty: 3380.013184
	Iteration 0F: 3 clusters Score -160072.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160355.937500 Penalty: 3380.013184
	Iteration 1F: 3 clusters Score -160355.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -160460.031250 Penalty: 3380.013184
	Iteration 2F: 3 clusters Score -160460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -160549.796875 Penalty: 3380.013184
	Iteration 3Q: 3 clusters Score -160549.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -160683.859375 Penalty: 3380.013184
	Iteration 4Q: 3 clusters Score -160683.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -160783.890625 Penalty: 3380.013184
	Iteration 5Q: 3 clusters Score -160783.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -160856.046875 Penalty: 3380.013184
	Iteration 6Q: 3 clusters Score -160856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -160908.234375 Penalty: 3380.013184
	Iteration 7Q: 3 clusters Score -160908.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -160964.718750 Penalty: 3380.013184
	Iteration 8Q: 3 clusters Score -160964.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -161040.984375 Penalty: 3380.013184
	Iteration 9Q: 3 clusters Score -161041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -161172.671875 Penalty: 3380.013184
	Iteration 10Q: 3 clusters Score -161172.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -161300.625000 Penalty: 3380.013184
	Iteration 11Q: 3 clusters Score -161300.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -161433.015625 Penalty: 3380.013184
	Iteration 12Q: 3 clusters Score -161433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -161734.671875 Penalty: 3380.013184
	Iteration 13Q: 3 clusters Score -161734.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -161955.968750 Penalty: 3380.013184
	Iteration 14Q: 3 clusters Score -161956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -162020.437500 Penalty: 3380.013184
	Iteration 15Q: 3 clusters Score -162020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162033.906250 Penalty: 3380.013184
	Iteration 16Q: 3 clusters Score -162033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162039.281250 Penalty: 3380.013184
	Iteration 17Q: 3 clusters Score -162039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -162041.593750 Penalty: 3380.013184
	Iteration 18Q: 3 clusters Score -162041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -162041.593750 Penalty: 3380.013184
	Iteration 19F: 3 clusters Score -162041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 23501 members 
Mstep: Class 4 contains 27076 members 
Mstep: Class 5 contains 28761 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 30226 members 
Mstep: Class 8 contains 22672 members 
Mstep: Class 9 contains 32909 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30603 members 
Mstep: Class 13 contains 22534 members 
Mstep: Class 14 contains 35382 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30646 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 35527 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 43253 members 
Mstep: Class 24 contains 22215 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 32268 members 
Mstep: Class 28 contains 22469 members 
Mstep: Class 29 contains 28717 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 31029 members 
Mstep: Class 33 contains 25433 members 
Mstep: Class 34 contains 24772 members 
Mstep: Class 35 contains 2325 members 
Mstep: Class 36 contains 23254 members 
Mstep: Class 37 contains 508 members 
Mstep: Class 38 contains 21998 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29253 members 
Mstep: Class 41 contains 25015 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15314 members 
Mstep: Class 44 contains 29947 members 
Mstep: Class 45 contains 31209 members 
Mstep: Class 46 contains 21287 members 
Mstep: Class 47 contains 403 members 
Entering Unmasked Estep 
Score: -177440912.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177443024.000000 to -177440912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (21998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Entering Unmasked Estep 
Score: -4533641.000000 Penalty: 2479.679199
	Iteration 0F: 2 clusters Score -4533641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4520543.000000 Penalty: 4959.358398
	Iteration 0F: 3 clusters Score -4520543 nChanged 9741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4525798.500000 Penalty: 4959.358398
	Iteration 1F: 3 clusters Score -4525798 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4526187.000000 Penalty: 4959.358398
	Iteration 2F: 3 clusters Score -4526187 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4526485.000000 Penalty: 4959.358398
	Iteration 3Q: 3 clusters Score -4526485 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4526788.500000 Penalty: 4959.358398
	Iteration 4Q: 3 clusters Score -4526788 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4527096.500000 Penalty: 4959.358398
	Iteration 5Q: 3 clusters Score -4527096 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4527428.500000 Penalty: 4959.358398
	Iteration 6Q: 3 clusters Score -4527428 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -4527711.000000 Penalty: 4959.358398
	Iteration 7Q: 3 clusters Score -4527711 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4528086.000000 Penalty: 4959.358398
	Iteration 8Q: 3 clusters Score -4528086 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4528539.000000 Penalty: 4959.358398
	Iteration 9Q: 3 clusters Score -4528539 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4529012.000000 Penalty: 4959.358398
	Iteration 10Q: 3 clusters Score -4529012 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4529403.500000 Penalty: 4959.358398
	Iteration 11Q: 3 clusters Score -4529404 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4529808.000000 Penalty: 4959.358398
	Iteration 12Q: 3 clusters Score -4529808 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -4530078.500000 Penalty: 4959.358398
	Iteration 13Q: 3 clusters Score -4530078 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -4530327.000000 Penalty: 4959.358398
	Iteration 14Q: 3 clusters Score -4530327 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4530541.000000 Penalty: 4959.358398
	Iteration 15Q: 3 clusters Score -4530541 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -4530706.000000 Penalty: 4959.358398
	Iteration 16Q: 3 clusters Score -4530706 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4530798.000000 Penalty: 4959.358398
	Iteration 17Q: 3 clusters Score -4530798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4530882.500000 Penalty: 4959.358398
	Iteration 18Q: 3 clusters Score -4530882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4530929.000000 Penalty: 4959.358398
	Iteration 19Q: 3 clusters Score -4530929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4530976.500000 Penalty: 4959.358398
	Iteration 20F: 3 clusters Score -4530976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4531018.000000 Penalty: 4959.358398
	Iteration 21Q: 3 clusters Score -4531018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4531058.000000 Penalty: 4959.358398
	Iteration 22Q: 3 clusters Score -4531058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4531082.000000 Penalty: 4959.358398
	Iteration 23Q: 3 clusters Score -4531082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4531106.000000 Penalty: 4959.358398
	Iteration 24Q: 3 clusters Score -4531106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4531121.500000 Penalty: 4959.358398
	Iteration 25Q: 3 clusters Score -4531122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4531143.500000 Penalty: 4959.358398
	Iteration 26Q: 3 clusters Score -4531144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4531153.000000 Penalty: 4959.358398
	Iteration 27Q: 3 clusters Score -4531153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4531165.000000 Penalty: 4959.358398
	Iteration 28Q: 3 clusters Score -4531165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4531179.500000 Penalty: 4959.358398
	Iteration 29Q: 3 clusters Score -4531180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4531195.500000 Penalty: 4959.358398
	Iteration 30Q: 3 clusters Score -4531196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4531208.500000 Penalty: 4959.358398
	Iteration 31Q: 3 clusters Score -4531208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4531215.500000 Penalty: 4959.358398
	Iteration 32Q: 3 clusters Score -4531216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4531223.500000 Penalty: 4959.358398
	Iteration 33Q: 3 clusters Score -4531224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4531229.000000 Penalty: 4959.358398
	Iteration 34Q: 3 clusters Score -4531229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4531244.500000 Penalty: 4959.358398
	Iteration 35Q: 3 clusters Score -4531244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4531255.000000 Penalty: 4959.358398
	Iteration 36Q: 3 clusters Score -4531255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4531260.000000 Penalty: 4959.358398
	Iteration 37Q: 3 clusters Score -4531260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4531266.000000 Penalty: 4959.358398
	Iteration 38Q: 3 clusters Score -4531266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4531273.500000 Penalty: 4959.358398
	Iteration 39Q: 3 clusters Score -4531274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -4531276.000000 Penalty: 4959.358398
	Iteration 40F: 3 clusters Score -4531276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4531283.500000 Penalty: 4959.358398
	Iteration 41Q: 3 clusters Score -4531284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4531288.000000 Penalty: 4959.358398
	Iteration 42Q: 3 clusters Score -4531288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4531295.000000 Penalty: 4959.358398
	Iteration 43Q: 3 clusters Score -4531295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4531295.000000 Penalty: 4959.358398
	Iteration 44Q: 3 clusters Score -4531295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4531293.500000 Penalty: 4959.358398
	Iteration 45Q: 3 clusters Score -4531294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4531312.500000 Penalty: 4959.358398
	Iteration 46Q: 3 clusters Score -4531312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4531318.000000 Penalty: 4959.358398
	Iteration 47Q: 3 clusters Score -4531318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4531323.500000 Penalty: 4959.358398
	Iteration 48Q: 3 clusters Score -4531324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4531328.000000 Penalty: 4959.358398
	Iteration 49Q: 3 clusters Score -4531328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4531330.000000 Penalty: 4959.358398
	Iteration 50Q: 3 clusters Score -4531330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4531329.000000 Penalty: 4959.358398
	Iteration 51Q: 3 clusters Score -4531329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4531337.500000 Penalty: 4959.358398
	Iteration 52Q: 3 clusters Score -4531338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4531338.500000 Penalty: 4959.358398
	Iteration 53Q: 3 clusters Score -4531338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4531350.000000 Penalty: 4959.358398
	Iteration 54Q: 3 clusters Score -4531350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -4531351.500000 Penalty: 4959.358398
	Iteration 55Q: 3 clusters Score -4531352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4531360.000000 Penalty: 4959.358398
	Iteration 56Q: 3 clusters Score -4531360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4531354.500000 Penalty: 4959.358398
	Iteration 57Q: 3 clusters Score -4531354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4531366.000000 Penalty: 4959.358398
	Iteration 58Q: 3 clusters Score -4531366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4531365.000000 Penalty: 4959.358398
	Iteration 59Q: 3 clusters Score -4531365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -4531368.500000 Penalty: 4959.358398
	Iteration 60F: 3 clusters Score -4531368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4531371.000000 Penalty: 4959.358398
	Iteration 61Q: 3 clusters Score -4531371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4531366.500000 Penalty: 4959.358398
	Iteration 62Q: 3 clusters Score -4531366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4531369.000000 Penalty: 4959.358398
	Iteration 63Q: 3 clusters Score -4531369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4531374.000000 Penalty: 4959.358398
	Iteration 64Q: 3 clusters Score -4531374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4531374.000000 Penalty: 4959.358398
	Iteration 65F: 3 clusters Score -4531374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -86474.359375 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -86474.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84969.132812 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -84969.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85118.679688 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -85118.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85188.507812 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -85188.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85243.984375 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -85243.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85287.679688 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -85287.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85331.140625 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -85331.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85392.750000 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -85392.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85416.148438 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -85416.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85426.140625 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -85426.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85432.632812 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -85432.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85438.335938 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -85438.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85441.804688 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -85441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -85441.804688 Penalty: 3064.260254
	Iteration 12F: 3 clusters Score -85441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Entering Unmasked Estep 
Score: -5711667.500000 Penalty: 2550.366699
	Iteration 0F: 2 clusters Score -5711668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5692505.500000 Penalty: 5100.733398
	Iteration 0F: 3 clusters Score -5692506 nChanged 13158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5699739.500000 Penalty: 5100.733398
	Iteration 1F: 3 clusters Score -5699740 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5700198.000000 Penalty: 5100.733398
	Iteration 2Q: 3 clusters Score -5700198 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5700627.500000 Penalty: 5100.733398
	Iteration 3Q: 3 clusters Score -5700628 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -5701040.000000 Penalty: 5100.733398
	Iteration 4Q: 3 clusters Score -5701040 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -5701564.500000 Penalty: 5100.733398
	Iteration 5Q: 3 clusters Score -5701564 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5702130.500000 Penalty: 5100.733398
	Iteration 6Q: 3 clusters Score -5702130 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -5702928.500000 Penalty: 5100.733398
	Iteration 7F: 3 clusters Score -5702928 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5703950.000000 Penalty: 5100.733398
	Iteration 8F: 3 clusters Score -5703950 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5705487.000000 Penalty: 5100.733398
	Iteration 9F: 3 clusters Score -5705487 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -5706913.500000 Penalty: 5100.733398
	Iteration 10F: 3 clusters Score -5706914 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5708006.500000 Penalty: 5100.733398
	Iteration 11Q: 3 clusters Score -5708006 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5708693.000000 Penalty: 5100.733398
	Iteration 12Q: 3 clusters Score -5708693 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5709059.500000 Penalty: 5100.733398
	Iteration 13Q: 3 clusters Score -5709060 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5709304.500000 Penalty: 5100.733398
	Iteration 14Q: 3 clusters Score -5709304 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5709429.500000 Penalty: 5100.733398
	Iteration 15Q: 3 clusters Score -5709430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5709492.500000 Penalty: 5100.733398
	Iteration 16Q: 3 clusters Score -5709492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5709537.500000 Penalty: 5100.733398
	Iteration 17Q: 3 clusters Score -5709538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5709567.500000 Penalty: 5100.733398
	Iteration 18Q: 3 clusters Score -5709568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5709590.000000 Penalty: 5100.733398
	Iteration 19Q: 3 clusters Score -5709590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5709613.000000 Penalty: 5100.733398
	Iteration 20F: 3 clusters Score -5709613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5709626.000000 Penalty: 5100.733398
	Iteration 21Q: 3 clusters Score -5709626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5709624.500000 Penalty: 5100.733398
	Iteration 22Q: 3 clusters Score -5709624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5709633.500000 Penalty: 5100.733398
	Iteration 23Q: 3 clusters Score -5709634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5709634.000000 Penalty: 5100.733398
	Iteration 24Q: 3 clusters Score -5709634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5709639.000000 Penalty: 5100.733398
	Iteration 25Q: 3 clusters Score -5709639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5709638.500000 Penalty: 5100.733398
	Iteration 26Q: 3 clusters Score -5709638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5709639.000000 Penalty: 5100.733398
	Iteration 27Q: 3 clusters Score -5709639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5709642.000000 Penalty: 5100.733398
	Iteration 28Q: 3 clusters Score -5709642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5709642.000000 Penalty: 5100.733398
	Iteration 29Q: 3 clusters Score -5709642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5709643.000000 Penalty: 5100.733398
	Iteration 30Q: 3 clusters Score -5709643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5709640.000000 Penalty: 5100.733398
	Iteration 31Q: 3 clusters Score -5709640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5709640.000000 Penalty: 5100.733398
	Iteration 32F: 3 clusters Score -5709640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Entering Unmasked Estep 
Score: -5119604.500000 Penalty: 2511.553223
	Iteration 0F: 2 clusters Score -5119604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5103869.000000 Penalty: 5023.106445
	Iteration 0F: 3 clusters Score -5103869 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -5109960.000000 Penalty: 5023.106445
	Iteration 1F: 3 clusters Score -5109960 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -5110340.000000 Penalty: 5023.106445
	Iteration 2Q: 3 clusters Score -5110340 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5110630.500000 Penalty: 5023.106445
	Iteration 3Q: 3 clusters Score -5110630 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5110874.500000 Penalty: 5023.106445
	Iteration 4Q: 3 clusters Score -5110874 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5111117.500000 Penalty: 5023.106445
	Iteration 5Q: 3 clusters Score -5111118 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -5111341.500000 Penalty: 5023.106445
	Iteration 6Q: 3 clusters Score -5111342 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5111607.500000 Penalty: 5023.106445
	Iteration 7Q: 3 clusters Score -5111608 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -5111844.000000 Penalty: 5023.106445
	Iteration 8Q: 3 clusters Score -5111844 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5112169.000000 Penalty: 5023.106445
	Iteration 9Q: 3 clusters Score -5112169 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5112565.500000 Penalty: 5023.106445
	Iteration 10Q: 3 clusters Score -5112566 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5113048.500000 Penalty: 5023.106445
	Iteration 11Q: 3 clusters Score -5113048 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5113640.000000 Penalty: 5023.106445
	Iteration 12Q: 3 clusters Score -5113640 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5114125.000000 Penalty: 5023.106445
	Iteration 13Q: 3 clusters Score -5114125 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5114609.500000 Penalty: 5023.106445
	Iteration 14Q: 3 clusters Score -5114610 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5114919.500000 Penalty: 5023.106445
	Iteration 15Q: 3 clusters Score -5114920 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -5115146.500000 Penalty: 5023.106445
	Iteration 16Q: 3 clusters Score -5115146 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5115243.500000 Penalty: 5023.106445
	Iteration 17Q: 3 clusters Score -5115244 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5115315.500000 Penalty: 5023.106445
	Iteration 18Q: 3 clusters Score -5115316 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5115353.500000 Penalty: 5023.106445
	Iteration 19Q: 3 clusters Score -5115354 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -5115380.000000 Penalty: 5023.106445
	Iteration 20F: 3 clusters Score -5115380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5115408.500000 Penalty: 5023.106445
	Iteration 21Q: 3 clusters Score -5115408 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5115409.500000 Penalty: 5023.106445
	Iteration 22Q: 3 clusters Score -5115410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5115434.500000 Penalty: 5023.106445
	Iteration 23Q: 3 clusters Score -5115434 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5115427.000000 Penalty: 5023.106445
	Iteration 24Q: 3 clusters Score -5115427 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5115425.500000 Penalty: 5023.106445
	Iteration 25Q: 3 clusters Score -5115426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5115448.500000 Penalty: 5023.106445
	Iteration 26Q: 3 clusters Score -5115448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5115474.000000 Penalty: 5023.106445
	Iteration 27Q: 3 clusters Score -5115474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -5115479.000000 Penalty: 5023.106445
	Iteration 28Q: 3 clusters Score -5115479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -5115483.500000 Penalty: 5023.106445
	Iteration 29Q: 3 clusters Score -5115484 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5115477.000000 Penalty: 5023.106445
	Iteration 30Q: 3 clusters Score -5115477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -5115495.000000 Penalty: 5023.106445
	Iteration 31Q: 3 clusters Score -5115495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5115511.000000 Penalty: 5023.106445
	Iteration 32Q: 3 clusters Score -5115511 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5115551.500000 Penalty: 5023.106445
	Iteration 33Q: 3 clusters Score -5115552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -5115556.000000 Penalty: 5023.106445
	Iteration 34Q: 3 clusters Score -5115556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -5115591.500000 Penalty: 5023.106445
	Iteration 35Q: 3 clusters Score -5115592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5115603.500000 Penalty: 5023.106445
	Iteration 36Q: 3 clusters Score -5115604 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5115642.500000 Penalty: 5023.106445
	Iteration 37Q: 3 clusters Score -5115642 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5115662.000000 Penalty: 5023.106445
	Iteration 38Q: 3 clusters Score -5115662 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5115690.000000 Penalty: 5023.106445
	Iteration 39Q: 3 clusters Score -5115690 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -5115716.500000 Penalty: 5023.106445
	Iteration 40F: 3 clusters Score -5115716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5115776.500000 Penalty: 5023.106445
	Iteration 41Q: 3 clusters Score -5115776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5115822.500000 Penalty: 5023.106445
	Iteration 42Q: 3 clusters Score -5115822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5115893.500000 Penalty: 5023.106445
	Iteration 43Q: 3 clusters Score -5115894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5115967.500000 Penalty: 5023.106445
	Iteration 44Q: 3 clusters Score -5115968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -5116009.000000 Penalty: 5023.106445
	Iteration 45Q: 3 clusters Score -5116009 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5116098.000000 Penalty: 5023.106445
	Iteration 46Q: 3 clusters Score -5116098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5116140.000000 Penalty: 5023.106445
	Iteration 47Q: 3 clusters Score -5116140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -5116228.500000 Penalty: 5023.106445
	Iteration 48Q: 3 clusters Score -5116228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5116283.500000 Penalty: 5023.106445
	Iteration 49Q: 3 clusters Score -5116284 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5116330.500000 Penalty: 5023.106445
	Iteration 50Q: 3 clusters Score -5116330 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -5116380.000000 Penalty: 5023.106445
	Iteration 51Q: 3 clusters Score -5116380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5116400.000000 Penalty: 5023.106445
	Iteration 52Q: 3 clusters Score -5116400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5116430.500000 Penalty: 5023.106445
	Iteration 53Q: 3 clusters Score -5116430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5116506.500000 Penalty: 5023.106445
	Iteration 54Q: 3 clusters Score -5116506 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5116573.500000 Penalty: 5023.106445
	Iteration 55Q: 3 clusters Score -5116574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5116656.000000 Penalty: 5023.106445
	Iteration 56Q: 3 clusters Score -5116656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5116752.000000 Penalty: 5023.106445
	Iteration 57Q: 3 clusters Score -5116752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5116813.500000 Penalty: 5023.106445
	Iteration 58Q: 3 clusters Score -5116814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5116858.000000 Penalty: 5023.106445
	Iteration 59Q: 3 clusters Score -5116858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -5116913.000000 Penalty: 5023.106445
	Iteration 60F: 3 clusters Score -5116913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -5116951.000000 Penalty: 5023.106445
	Iteration 61Q: 3 clusters Score -5116951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5116958.500000 Penalty: 5023.106445
	Iteration 62Q: 3 clusters Score -5116958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5116981.500000 Penalty: 5023.106445
	Iteration 63Q: 3 clusters Score -5116982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5117001.500000 Penalty: 5023.106445
	Iteration 64Q: 3 clusters Score -5117002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5117014.500000 Penalty: 5023.106445
	Iteration 65Q: 3 clusters Score -5117014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5117031.500000 Penalty: 5023.106445
	Iteration 66Q: 3 clusters Score -5117032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5117052.500000 Penalty: 5023.106445
	Iteration 67Q: 3 clusters Score -5117052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5117070.500000 Penalty: 5023.106445
	Iteration 68Q: 3 clusters Score -5117070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5117074.000000 Penalty: 5023.106445
	Iteration 69Q: 3 clusters Score -5117074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5117081.000000 Penalty: 5023.106445
	Iteration 70Q: 3 clusters Score -5117081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5117097.500000 Penalty: 5023.106445
	Iteration 71Q: 3 clusters Score -5117098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -5117111.500000 Penalty: 5023.106445
	Iteration 72Q: 3 clusters Score -5117112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5117111.000000 Penalty: 5023.106445
	Iteration 73Q: 3 clusters Score -5117111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5117130.500000 Penalty: 5023.106445
	Iteration 74Q: 3 clusters Score -5117130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5117129.500000 Penalty: 5023.106445
	Iteration 75Q: 3 clusters Score -5117130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5117129.500000 Penalty: 5023.106445
	Iteration 76Q: 3 clusters Score -5117130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5117136.000000 Penalty: 5023.106445
	Iteration 77Q: 3 clusters Score -5117136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5117135.500000 Penalty: 5023.106445
	Iteration 78Q: 3 clusters Score -5117136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5117137.500000 Penalty: 5023.106445
	Iteration 79Q: 3 clusters Score -5117138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5117136.500000 Penalty: 5023.106445
	Iteration 80F: 3 clusters Score -5117136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5117136.500000 Penalty: 5023.106445
	Iteration 81Q: 3 clusters Score -5117136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5117138.000000 Penalty: 5023.106445
	Iteration 82Q: 3 clusters Score -5117138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -5117138.000000 Penalty: 5023.106445
	Iteration 83Q: 3 clusters Score -5117138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -5117143.500000 Penalty: 5023.106445
	Iteration 84Q: 3 clusters Score -5117144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5117139.000000 Penalty: 5023.106445
	Iteration 85Q: 3 clusters Score -5117139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -5117137.000000 Penalty: 5023.106445
	Iteration 86Q: 3 clusters Score -5117137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5117134.500000 Penalty: 5023.106445
	Iteration 87Q: 3 clusters Score -5117134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5117134.500000 Penalty: 5023.106445
	Iteration 88F: 3 clusters Score -5117134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20834.265625 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20834.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20921.248047 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20921.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20948.845703 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20948.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20959.164062 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -20959.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -20959.164062 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -20959.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (15314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Entering Unmasked Estep 
Score: -3124095.750000 Penalty: 2389.857422
	Iteration 0F: 2 clusters Score -3124096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3113452.750000 Penalty: 4779.714844
	Iteration 0F: 3 clusters Score -3113453 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3116998.750000 Penalty: 4779.714844
	Iteration 1F: 3 clusters Score -3116999 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3117335.500000 Penalty: 4779.714844
	Iteration 2F: 3 clusters Score -3117336 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3117586.250000 Penalty: 4779.714844
	Iteration 3Q: 3 clusters Score -3117586 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3117811.500000 Penalty: 4779.714844
	Iteration 4Q: 3 clusters Score -3117812 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3117977.500000 Penalty: 4779.714844
	Iteration 5Q: 3 clusters Score -3117978 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3118155.000000 Penalty: 4779.714844
	Iteration 6Q: 3 clusters Score -3118155 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3118342.500000 Penalty: 4779.714844
	Iteration 7Q: 3 clusters Score -3118342 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3118566.250000 Penalty: 4779.714844
	Iteration 8Q: 3 clusters Score -3118566 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3118831.250000 Penalty: 4779.714844
	Iteration 9Q: 3 clusters Score -3118831 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3119166.250000 Penalty: 4779.714844
	Iteration 10Q: 3 clusters Score -3119166 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3119527.500000 Penalty: 4779.714844
	Iteration 11Q: 3 clusters Score -3119528 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -3119864.500000 Penalty: 4779.714844
	Iteration 12Q: 3 clusters Score -3119864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3120170.250000 Penalty: 4779.714844
	Iteration 13Q: 3 clusters Score -3120170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3120469.250000 Penalty: 4779.714844
	Iteration 14Q: 3 clusters Score -3120469 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3120707.500000 Penalty: 4779.714844
	Iteration 15Q: 3 clusters Score -3120708 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3120890.500000 Penalty: 4779.714844
	Iteration 16Q: 3 clusters Score -3120890 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3121045.750000 Penalty: 4779.714844
	Iteration 17Q: 3 clusters Score -3121046 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3121211.250000 Penalty: 4779.714844
	Iteration 18Q: 3 clusters Score -3121211 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3121342.750000 Penalty: 4779.714844
	Iteration 19Q: 3 clusters Score -3121343 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3121445.750000 Penalty: 4779.714844
	Iteration 20F: 3 clusters Score -3121446 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3121529.000000 Penalty: 4779.714844
	Iteration 21Q: 3 clusters Score -3121529 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3121624.750000 Penalty: 4779.714844
	Iteration 22Q: 3 clusters Score -3121625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3121701.250000 Penalty: 4779.714844
	Iteration 23Q: 3 clusters Score -3121701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3121766.750000 Penalty: 4779.714844
	Iteration 24Q: 3 clusters Score -3121767 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3121823.000000 Penalty: 4779.714844
	Iteration 25Q: 3 clusters Score -3121823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3121871.500000 Penalty: 4779.714844
	Iteration 26Q: 3 clusters Score -3121872 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3121909.500000 Penalty: 4779.714844
	Iteration 27Q: 3 clusters Score -3121910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3121942.000000 Penalty: 4779.714844
	Iteration 28Q: 3 clusters Score -3121942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3121984.000000 Penalty: 4779.714844
	Iteration 29Q: 3 clusters Score -3121984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3122019.750000 Penalty: 4779.714844
	Iteration 30Q: 3 clusters Score -3122020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3122035.250000 Penalty: 4779.714844
	Iteration 31Q: 3 clusters Score -3122035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3122056.250000 Penalty: 4779.714844
	Iteration 32Q: 3 clusters Score -3122056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3122067.750000 Penalty: 4779.714844
	Iteration 33Q: 3 clusters Score -3122068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3122087.750000 Penalty: 4779.714844
	Iteration 34Q: 3 clusters Score -3122088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3122098.000000 Penalty: 4779.714844
	Iteration 35Q: 3 clusters Score -3122098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3122107.750000 Penalty: 4779.714844
	Iteration 36Q: 3 clusters Score -3122108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3122107.500000 Penalty: 4779.714844
	Iteration 37Q: 3 clusters Score -3122108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3122117.250000 Penalty: 4779.714844
	Iteration 38Q: 3 clusters Score -3122117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3122124.000000 Penalty: 4779.714844
	Iteration 39Q: 3 clusters Score -3122124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3122125.000000 Penalty: 4779.714844
	Iteration 40F: 3 clusters Score -3122125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3122138.000000 Penalty: 4779.714844
	Iteration 41Q: 3 clusters Score -3122138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3122148.500000 Penalty: 4779.714844
	Iteration 42Q: 3 clusters Score -3122148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3122147.750000 Penalty: 4779.714844
	Iteration 43Q: 3 clusters Score -3122148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3122149.000000 Penalty: 4779.714844
	Iteration 44Q: 3 clusters Score -3122149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3122151.750000 Penalty: 4779.714844
	Iteration 45Q: 3 clusters Score -3122152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3122156.500000 Penalty: 4779.714844
	Iteration 46Q: 3 clusters Score -3122156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3122154.500000 Penalty: 4779.714844
	Iteration 47Q: 3 clusters Score -3122154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3122155.750000 Penalty: 4779.714844
	Iteration 48Q: 3 clusters Score -3122156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3122164.250000 Penalty: 4779.714844
	Iteration 49Q: 3 clusters Score -3122164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -3122160.250000 Penalty: 4779.714844
	Iteration 50Q: 3 clusters Score -3122160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3122161.750000 Penalty: 4779.714844
	Iteration 51Q: 3 clusters Score -3122162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3122168.250000 Penalty: 4779.714844
	Iteration 52Q: 3 clusters Score -3122168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3122171.500000 Penalty: 4779.714844
	Iteration 53Q: 3 clusters Score -3122172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3122167.000000 Penalty: 4779.714844
	Iteration 54Q: 3 clusters Score -3122167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3122169.000000 Penalty: 4779.714844
	Iteration 55Q: 3 clusters Score -3122169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3122170.750000 Penalty: 4779.714844
	Iteration 56Q: 3 clusters Score -3122171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3122169.250000 Penalty: 4779.714844
	Iteration 57Q: 3 clusters Score -3122169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3122168.750000 Penalty: 4779.714844
	Iteration 58Q: 3 clusters Score -3122169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3122170.250000 Penalty: 4779.714844
	Iteration 59Q: 3 clusters Score -3122170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3122168.000000 Penalty: 4779.714844
	Iteration 60F: 3 clusters Score -3122168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (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: -5755242.500000 Penalty: 2556.181641
	Iteration 0F: 2 clusters Score -5755242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5735962.500000 Penalty: 5112.363281
	Iteration 0F: 3 clusters Score -5735962 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5743169.000000 Penalty: 5112.363281
	Iteration 1F: 3 clusters Score -5743169 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5743637.500000 Penalty: 5112.363281
	Iteration 2Q: 3 clusters Score -5743638 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5744056.500000 Penalty: 5112.363281
	Iteration 3Q: 3 clusters Score -5744056 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -5744521.000000 Penalty: 5112.363281
	Iteration 4Q: 3 clusters Score -5744521 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5745022.500000 Penalty: 5112.363281
	Iteration 5Q: 3 clusters Score -5745022 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -5745547.500000 Penalty: 5112.363281
	Iteration 6Q: 3 clusters Score -5745548 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -5746060.000000 Penalty: 5112.363281
	Iteration 7Q: 3 clusters Score -5746060 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5746718.000000 Penalty: 5112.363281
	Iteration 8Q: 3 clusters Score -5746718 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5747484.000000 Penalty: 5112.363281
	Iteration 9Q: 3 clusters Score -5747484 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -5748323.000000 Penalty: 5112.363281
	Iteration 10Q: 3 clusters Score -5748323 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5749175.500000 Penalty: 5112.363281
	Iteration 11Q: 3 clusters Score -5749176 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5749879.500000 Penalty: 5112.363281
	Iteration 12Q: 3 clusters Score -5749880 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5750361.500000 Penalty: 5112.363281
	Iteration 13Q: 3 clusters Score -5750362 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5750727.000000 Penalty: 5112.363281
	Iteration 14Q: 3 clusters Score -5750727 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5751013.500000 Penalty: 5112.363281
	Iteration 15Q: 3 clusters Score -5751014 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5751195.000000 Penalty: 5112.363281
	Iteration 16Q: 3 clusters Score -5751195 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5751372.000000 Penalty: 5112.363281
	Iteration 17Q: 3 clusters Score -5751372 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -5751541.000000 Penalty: 5112.363281
	Iteration 18Q: 3 clusters Score -5751541 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -5751684.000000 Penalty: 5112.363281
	Iteration 19Q: 3 clusters Score -5751684 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -5751786.500000 Penalty: 5112.363281
	Iteration 20F: 3 clusters Score -5751786 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5751905.500000 Penalty: 5112.363281
	Iteration 21Q: 3 clusters Score -5751906 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5752036.500000 Penalty: 5112.363281
	Iteration 22Q: 3 clusters Score -5752036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5752184.000000 Penalty: 5112.363281
	Iteration 23Q: 3 clusters Score -5752184 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5752331.000000 Penalty: 5112.363281
	Iteration 24Q: 3 clusters Score -5752331 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5752467.000000 Penalty: 5112.363281
	Iteration 25Q: 3 clusters Score -5752467 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5752569.500000 Penalty: 5112.363281
	Iteration 26Q: 3 clusters Score -5752570 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5752675.000000 Penalty: 5112.363281
	Iteration 27Q: 3 clusters Score -5752675 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -5752781.500000 Penalty: 5112.363281
	Iteration 28Q: 3 clusters Score -5752782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5752850.000000 Penalty: 5112.363281
	Iteration 29Q: 3 clusters Score -5752850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5752925.500000 Penalty: 5112.363281
	Iteration 30Q: 3 clusters Score -5752926 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5752972.500000 Penalty: 5112.363281
	Iteration 31Q: 3 clusters Score -5752972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5752998.500000 Penalty: 5112.363281
	Iteration 32Q: 3 clusters Score -5752998 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5753018.500000 Penalty: 5112.363281
	Iteration 33Q: 3 clusters Score -5753018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5753038.500000 Penalty: 5112.363281
	Iteration 34Q: 3 clusters Score -5753038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5753046.000000 Penalty: 5112.363281
	Iteration 35Q: 3 clusters Score -5753046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5753068.500000 Penalty: 5112.363281
	Iteration 36Q: 3 clusters Score -5753068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5753078.500000 Penalty: 5112.363281
	Iteration 37Q: 3 clusters Score -5753078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -5753089.000000 Penalty: 5112.363281
	Iteration 38Q: 3 clusters Score -5753089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -5753100.000000 Penalty: 5112.363281
	Iteration 39Q: 3 clusters Score -5753100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5753111.000000 Penalty: 5112.363281
	Iteration 40F: 3 clusters Score -5753111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5753119.500000 Penalty: 5112.363281
	Iteration 41Q: 3 clusters Score -5753120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5753123.500000 Penalty: 5112.363281
	Iteration 42Q: 3 clusters Score -5753124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5753131.000000 Penalty: 5112.363281
	Iteration 43Q: 3 clusters Score -5753131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5753126.500000 Penalty: 5112.363281
	Iteration 44Q: 3 clusters Score -5753126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -5753140.500000 Penalty: 5112.363281
	Iteration 45Q: 3 clusters Score -5753140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5753146.500000 Penalty: 5112.363281
	Iteration 46Q: 3 clusters Score -5753146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5753154.000000 Penalty: 5112.363281
	Iteration 47Q: 3 clusters Score -5753154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -5753154.500000 Penalty: 5112.363281
	Iteration 48Q: 3 clusters Score -5753154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5753160.000000 Penalty: 5112.363281
	Iteration 49Q: 3 clusters Score -5753160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5753163.000000 Penalty: 5112.363281
	Iteration 50Q: 3 clusters Score -5753163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -5753163.000000 Penalty: 5112.363281
	Iteration 51F: 3 clusters Score -5753163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Entering Unmasked Estep 
Score: -6037572.500000 Penalty: 2566.418701
	Iteration 0F: 2 clusters Score -6037572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -6018212.000000 Penalty: 5132.837402
	Iteration 0F: 3 clusters Score -6018212 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -6025936.500000 Penalty: 5132.837402
	Iteration 1F: 3 clusters Score -6025936 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6026353.500000 Penalty: 5132.837402
	Iteration 2Q: 3 clusters Score -6026354 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -6026644.000000 Penalty: 5132.837402
	Iteration 3Q: 3 clusters Score -6026644 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6026887.500000 Penalty: 5132.837402
	Iteration 4Q: 3 clusters Score -6026888 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -6027097.500000 Penalty: 5132.837402
	Iteration 5Q: 3 clusters Score -6027098 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6027319.500000 Penalty: 5132.837402
	Iteration 6Q: 3 clusters Score -6027320 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -6027559.500000 Penalty: 5132.837402
	Iteration 7Q: 3 clusters Score -6027560 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -6027810.000000 Penalty: 5132.837402
	Iteration 8Q: 3 clusters Score -6027810 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -6028083.500000 Penalty: 5132.837402
	Iteration 9Q: 3 clusters Score -6028084 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -6028405.500000 Penalty: 5132.837402
	Iteration 10Q: 3 clusters Score -6028406 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -6028760.500000 Penalty: 5132.837402
	Iteration 11Q: 3 clusters Score -6028760 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -6029309.500000 Penalty: 5132.837402
	Iteration 12Q: 3 clusters Score -6029310 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6030033.500000 Penalty: 5132.837402
	Iteration 13Q: 3 clusters Score -6030034 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -6030959.500000 Penalty: 5132.837402
	Iteration 14Q: 3 clusters Score -6030960 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -6031876.500000 Penalty: 5132.837402
	Iteration 15Q: 3 clusters Score -6031876 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6032399.000000 Penalty: 5132.837402
	Iteration 16Q: 3 clusters Score -6032399 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -6032742.000000 Penalty: 5132.837402
	Iteration 17Q: 3 clusters Score -6032742 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -6032884.500000 Penalty: 5132.837402
	Iteration 18Q: 3 clusters Score -6032884 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -6033004.500000 Penalty: 5132.837402
	Iteration 19Q: 3 clusters Score -6033004 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -6033134.500000 Penalty: 5132.837402
	Iteration 20F: 3 clusters Score -6033134 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -6033241.000000 Penalty: 5132.837402
	Iteration 21Q: 3 clusters Score -6033241 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6033415.000000 Penalty: 5132.837402
	Iteration 22Q: 3 clusters Score -6033415 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -6033551.000000 Penalty: 5132.837402
	Iteration 23Q: 3 clusters Score -6033551 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -6033722.500000 Penalty: 5132.837402
	Iteration 24Q: 3 clusters Score -6033722 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -6033883.000000 Penalty: 5132.837402
	Iteration 25Q: 3 clusters Score -6033883 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6034044.000000 Penalty: 5132.837402
	Iteration 26Q: 3 clusters Score -6034044 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -6034235.000000 Penalty: 5132.837402
	Iteration 27Q: 3 clusters Score -6034235 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -6034386.000000 Penalty: 5132.837402
	Iteration 28Q: 3 clusters Score -6034386 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -6034583.500000 Penalty: 5132.837402
	Iteration 29Q: 3 clusters Score -6034584 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6034886.500000 Penalty: 5132.837402
	Iteration 30Q: 3 clusters Score -6034886 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -6035081.500000 Penalty: 5132.837402
	Iteration 31Q: 3 clusters Score -6035082 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -6035247.500000 Penalty: 5132.837402
	Iteration 32Q: 3 clusters Score -6035248 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6035336.000000 Penalty: 5132.837402
	Iteration 33Q: 3 clusters Score -6035336 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -6035431.000000 Penalty: 5132.837402
	Iteration 34Q: 3 clusters Score -6035431 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -6035478.500000 Penalty: 5132.837402
	Iteration 35Q: 3 clusters Score -6035478 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -6035522.000000 Penalty: 5132.837402
	Iteration 36Q: 3 clusters Score -6035522 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6035528.500000 Penalty: 5132.837402
	Iteration 37Q: 3 clusters Score -6035528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6035547.000000 Penalty: 5132.837402
	Iteration 38Q: 3 clusters Score -6035547 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6035552.500000 Penalty: 5132.837402
	Iteration 39Q: 3 clusters Score -6035552 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6035592.000000 Penalty: 5132.837402
	Iteration 40F: 3 clusters Score -6035592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6035634.000000 Penalty: 5132.837402
	Iteration 41Q: 3 clusters Score -6035634 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6035608.500000 Penalty: 5132.837402
	Iteration 42Q: 3 clusters Score -6035608 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -6035634.500000 Penalty: 5132.837402
	Iteration 43Q: 3 clusters Score -6035634 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6035615.000000 Penalty: 5132.837402
	Iteration 44Q: 3 clusters Score -6035615 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6035633.500000 Penalty: 5132.837402
	Iteration 45Q: 3 clusters Score -6035634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6035628.500000 Penalty: 5132.837402
	Iteration 46Q: 3 clusters Score -6035628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -6035645.000000 Penalty: 5132.837402
	Iteration 47Q: 3 clusters Score -6035645 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6035633.500000 Penalty: 5132.837402
	Iteration 48Q: 3 clusters Score -6035634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6035638.000000 Penalty: 5132.837402
	Iteration 49Q: 3 clusters Score -6035638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6035662.000000 Penalty: 5132.837402
	Iteration 50Q: 3 clusters Score -6035662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -6035655.000000 Penalty: 5132.837402
	Iteration 51Q: 3 clusters Score -6035655 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -6035638.000000 Penalty: 5132.837402
	Iteration 52Q: 3 clusters Score -6035638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6035655.000000 Penalty: 5132.837402
	Iteration 53Q: 3 clusters Score -6035655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -6035668.500000 Penalty: 5132.837402
	Iteration 54Q: 3 clusters Score -6035668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -6035667.500000 Penalty: 5132.837402
	Iteration 55Q: 3 clusters Score -6035668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -6035664.500000 Penalty: 5132.837402
	Iteration 56Q: 3 clusters Score -6035664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -6035673.000000 Penalty: 5132.837402
	Iteration 57Q: 3 clusters Score -6035673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -6035679.000000 Penalty: 5132.837402
	Iteration 58Q: 3 clusters Score -6035679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -6035666.500000 Penalty: 5132.837402
	Iteration 59Q: 3 clusters Score -6035666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6035650.000000 Penalty: 5132.837402
	Iteration 60F: 3 clusters Score -6035650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6035652.000000 Penalty: 5132.837402
	Iteration 61Q: 3 clusters Score -6035652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -6035654.500000 Penalty: 5132.837402
	Iteration 62Q: 3 clusters Score -6035654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -6035645.500000 Penalty: 5132.837402
	Iteration 63Q: 3 clusters Score -6035646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -6035649.500000 Penalty: 5132.837402
	Iteration 64Q: 3 clusters Score -6035650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -6035648.500000 Penalty: 5132.837402
	Iteration 65Q: 3 clusters Score -6035648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -6035636.000000 Penalty: 5132.837402
	Iteration 66Q: 3 clusters Score -6035636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6035628.500000 Penalty: 5132.837402
	Iteration 67Q: 3 clusters Score -6035628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -6035627.000000 Penalty: 5132.837402
	Iteration 68Q: 3 clusters Score -6035627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -6035619.500000 Penalty: 5132.837402
	Iteration 69Q: 3 clusters Score -6035620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -6035624.000000 Penalty: 5132.837402
	Iteration 70Q: 3 clusters Score -6035624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6035618.500000 Penalty: 5132.837402
	Iteration 71Q: 3 clusters Score -6035618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6035607.000000 Penalty: 5132.837402
	Iteration 72Q: 3 clusters Score -6035607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -6035600.500000 Penalty: 5132.837402
	Iteration 73Q: 3 clusters Score -6035600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -6035599.000000 Penalty: 5132.837402
	Iteration 74Q: 3 clusters Score -6035599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -6035590.000000 Penalty: 5132.837402
	Iteration 75Q: 3 clusters Score -6035590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -6035588.000000 Penalty: 5132.837402
	Iteration 76Q: 3 clusters Score -6035588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6035590.000000 Penalty: 5132.837402
	Iteration 77Q: 3 clusters Score -6035590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -6035591.000000 Penalty: 5132.837402
	Iteration 78Q: 3 clusters Score -6035591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6035587.000000 Penalty: 5132.837402
	Iteration 79Q: 3 clusters Score -6035587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -6035588.000000 Penalty: 5132.837402
	Iteration 80F: 3 clusters Score -6035588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Entering Unmasked Estep 
Score: -4397828.500000 Penalty: 2471.531250
	Iteration 0F: 2 clusters Score -4397828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -4385084.500000 Penalty: 4943.062500
	Iteration 0F: 3 clusters Score -4385084 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4390039.000000 Penalty: 4943.062500
	Iteration 1F: 3 clusters Score -4390039 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4390403.000000 Penalty: 4943.062500
	Iteration 2F: 3 clusters Score -4390403 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4390664.500000 Penalty: 4943.062500
	Iteration 3Q: 3 clusters Score -4390664 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -4390911.500000 Penalty: 4943.062500
	Iteration 4Q: 3 clusters Score -4390912 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4391151.000000 Penalty: 4943.062500
	Iteration 5Q: 3 clusters Score -4391151 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4391369.000000 Penalty: 4943.062500
	Iteration 6Q: 3 clusters Score -4391369 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4391502.000000 Penalty: 4943.062500
	Iteration 7Q: 3 clusters Score -4391502 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -4391607.500000 Penalty: 4943.062500
	Iteration 8Q: 3 clusters Score -4391608 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -4391668.000000 Penalty: 4943.062500
	Iteration 9Q: 3 clusters Score -4391668 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4391753.500000 Penalty: 4943.062500
	Iteration 10Q: 3 clusters Score -4391754 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -4391837.000000 Penalty: 4943.062500
	Iteration 11Q: 3 clusters Score -4391837 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4391885.500000 Penalty: 4943.062500
	Iteration 12Q: 3 clusters Score -4391886 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -4392015.000000 Penalty: 4943.062500
	Iteration 13Q: 3 clusters Score -4392015 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4392059.500000 Penalty: 4943.062500
	Iteration 14Q: 3 clusters Score -4392060 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -4392145.000000 Penalty: 4943.062500
	Iteration 15Q: 3 clusters Score -4392145 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4392248.000000 Penalty: 4943.062500
	Iteration 16Q: 3 clusters Score -4392248 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4392321.000000 Penalty: 4943.062500
	Iteration 17Q: 3 clusters Score -4392321 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4392404.000000 Penalty: 4943.062500
	Iteration 18Q: 3 clusters Score -4392404 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4392538.500000 Penalty: 4943.062500
	Iteration 19Q: 3 clusters Score -4392538 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4392688.500000 Penalty: 4943.062500
	Iteration 20F: 3 clusters Score -4392688 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4392866.500000 Penalty: 4943.062500
	Iteration 21Q: 3 clusters Score -4392866 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -4393222.000000 Penalty: 4943.062500
	Iteration 22Q: 3 clusters Score -4393222 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4393811.500000 Penalty: 4943.062500
	Iteration 23Q: 3 clusters Score -4393812 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4394564.000000 Penalty: 4943.062500
	Iteration 24Q: 3 clusters Score -4394564 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4395113.000000 Penalty: 4943.062500
	Iteration 25Q: 3 clusters Score -4395113 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4395626.500000 Penalty: 4943.062500
	Iteration 26Q: 3 clusters Score -4395626 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4395942.000000 Penalty: 4943.062500
	Iteration 27Q: 3 clusters Score -4395942 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4396241.500000 Penalty: 4943.062500
	Iteration 28Q: 3 clusters Score -4396242 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4396375.000000 Penalty: 4943.062500
	Iteration 29Q: 3 clusters Score -4396375 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4396339.000000 Penalty: 4943.062500
	Iteration 30Q: 3 clusters Score -4396339 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4396411.500000 Penalty: 4943.062500
	Iteration 31Q: 3 clusters Score -4396412 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4396368.500000 Penalty: 4943.062500
	Iteration 32Q: 3 clusters Score -4396368 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4396418.000000 Penalty: 4943.062500
	Iteration 33Q: 3 clusters Score -4396418 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4396438.500000 Penalty: 4943.062500
	Iteration 34Q: 3 clusters Score -4396438 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -4396443.000000 Penalty: 4943.062500
	Iteration 35Q: 3 clusters Score -4396443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4396418.500000 Penalty: 4943.062500
	Iteration 36Q: 3 clusters Score -4396418 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4396406.000000 Penalty: 4943.062500
	Iteration 37Q: 3 clusters Score -4396406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4396373.500000 Penalty: 4943.062500
	Iteration 38Q: 3 clusters Score -4396374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4396368.000000 Penalty: 4943.062500
	Iteration 39Q: 3 clusters Score -4396368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4396379.500000 Penalty: 4943.062500
	Iteration 40F: 3 clusters Score -4396380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4396367.000000 Penalty: 4943.062500
	Iteration 41Q: 3 clusters Score -4396367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4396356.500000 Penalty: 4943.062500
	Iteration 42Q: 3 clusters Score -4396356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4396337.000000 Penalty: 4943.062500
	Iteration 43Q: 3 clusters Score -4396337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -4396324.000000 Penalty: 4943.062500
	Iteration 44Q: 3 clusters Score -4396324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4396311.500000 Penalty: 4943.062500
	Iteration 45Q: 3 clusters Score -4396312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4396315.500000 Penalty: 4943.062500
	Iteration 46Q: 3 clusters Score -4396316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4396324.500000 Penalty: 4943.062500
	Iteration 47Q: 3 clusters Score -4396324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4396325.000000 Penalty: 4943.062500
	Iteration 48Q: 3 clusters Score -4396325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4396325.500000 Penalty: 4943.062500
	Iteration 49Q: 3 clusters Score -4396326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4396315.000000 Penalty: 4943.062500
	Iteration 50Q: 3 clusters Score -4396315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -4396319.000000 Penalty: 4943.062500
	Iteration 51Q: 3 clusters Score -4396319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4396321.000000 Penalty: 4943.062500
	Iteration 52Q: 3 clusters Score -4396321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4396310.000000 Penalty: 4943.062500
	Iteration 53Q: 3 clusters Score -4396310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4396313.500000 Penalty: 4943.062500
	Iteration 54Q: 3 clusters Score -4396314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4396313.500000 Penalty: 4943.062500
	Iteration 55Q: 3 clusters Score -4396314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -4396312.500000 Penalty: 4943.062500
	Iteration 56Q: 3 clusters Score -4396312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4396318.500000 Penalty: 4943.062500
	Iteration 57Q: 3 clusters Score -4396318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4396323.000000 Penalty: 4943.062500
	Iteration 58Q: 3 clusters Score -4396323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4396319.500000 Penalty: 4943.062500
	Iteration 59Q: 3 clusters Score -4396320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4396319.500000 Penalty: 4943.062500
	Iteration 60F: 3 clusters Score -4396320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 23501 members 
Mstep: Class 4 contains 27076 members 
Mstep: Class 5 contains 28761 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 30226 members 
Mstep: Class 8 contains 22672 members 
Mstep: Class 9 contains 32909 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30603 members 
Mstep: Class 13 contains 22534 members 
Mstep: Class 14 contains 35382 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30646 members 
Mstep: Class 19 contains 25173 members 
Mstep: Class 20 contains 19592 members 
Mstep: Class 21 contains 35527 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 43253 members 
Mstep: Class 24 contains 22215 members 
Mstep: Class 25 contains 29456 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 32268 members 
Mstep: Class 28 contains 22469 members 
Mstep: Class 29 contains 28717 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2035 members 
Mstep: Class 32 contains 31029 members 
Mstep: Class 33 contains 25433 members 
Mstep: Class 34 contains 24772 members 
Mstep: Class 35 contains 2325 members 
Mstep: Class 36 contains 23254 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21998 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29253 members 
Mstep: Class 41 contains 25015 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15314 members 
Mstep: Class 44 contains 29947 members 
Mstep: Class 45 contains 31209 members 
Mstep: Class 46 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442880.000000 Penalty: 156710.000000
Iteration 199Q: 47 clusters Score -1.774429e+08 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 24075 members 
Mstep: Class 4 contains 27056 members 
Mstep: Class 5 contains 28712 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 30108 members 
Mstep: Class 8 contains 22688 members 
Mstep: Class 9 contains 32904 members 
Mstep: Class 10 contains 43338 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30585 members 
Mstep: Class 13 contains 22494 members 
Mstep: Class 14 contains 35252 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30614 members 
Mstep: Class 19 contains 25166 members 
Mstep: Class 20 contains 19628 members 
Mstep: Class 21 contains 35562 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43482 members 
Mstep: Class 24 contains 22219 members 
Mstep: Class 25 contains 29410 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 32226 members 
Mstep: Class 28 contains 22470 members 
Mstep: Class 29 contains 28652 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2034 members 
Mstep: Class 32 contains 30845 members 
Mstep: Class 33 contains 25376 members 
Mstep: Class 34 contains 24777 members 
Mstep: Class 35 contains 2327 members 
Mstep: Class 36 contains 23288 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21957 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29180 members 
Mstep: Class 41 contains 25025 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15353 members 
Mstep: Class 44 contains 29903 members 
Mstep: Class 45 contains 31180 members 
Mstep: Class 46 contains 21293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442704.000000 Penalty: 156710.000000
Iteration 200F: 47 clusters Score -1.774427e+08 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 24741 members 
Mstep: Class 4 contains 27031 members 
Mstep: Class 5 contains 28658 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 29992 members 
Mstep: Class 8 contains 22707 members 
Mstep: Class 9 contains 32881 members 
Mstep: Class 10 contains 43316 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30568 members 
Mstep: Class 13 contains 22451 members 
Mstep: Class 14 contains 35161 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30592 members 
Mstep: Class 19 contains 25160 members 
Mstep: Class 20 contains 19651 members 
Mstep: Class 21 contains 35596 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 22226 members 
Mstep: Class 25 contains 29359 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 32168 members 
Mstep: Class 28 contains 22456 members 
Mstep: Class 29 contains 28605 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 30664 members 
Mstep: Class 33 contains 25309 members 
Mstep: Class 34 contains 24749 members 
Mstep: Class 35 contains 2331 members 
Mstep: Class 36 contains 23311 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21958 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29079 members 
Mstep: Class 41 contains 25066 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15379 members 
Mstep: Class 44 contains 29861 members 
Mstep: Class 45 contains 31140 members 
Mstep: Class 46 contains 21293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442896.000000 Penalty: 156710.000000
Iteration 201Q: 47 clusters Score -1.774429e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 25429 members 
Mstep: Class 4 contains 27015 members 
Mstep: Class 5 contains 28580 members 
Mstep: Class 6 contains 4237 members 
Mstep: Class 7 contains 29872 members 
Mstep: Class 8 contains 22739 members 
Mstep: Class 9 contains 32860 members 
Mstep: Class 10 contains 43282 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30549 members 
Mstep: Class 13 contains 22415 members 
Mstep: Class 14 contains 35055 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11397 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30608 members 
Mstep: Class 19 contains 25142 members 
Mstep: Class 20 contains 19675 members 
Mstep: Class 21 contains 35620 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43880 members 
Mstep: Class 24 contains 22242 members 
Mstep: Class 25 contains 29289 members 
Mstep: Class 26 contains 222 members 
Mstep: Class 27 contains 32115 members 
Mstep: Class 28 contains 22443 members 
Mstep: Class 29 contains 28546 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2031 members 
Mstep: Class 32 contains 30508 members 
Mstep: Class 33 contains 25221 members 
Mstep: Class 34 contains 24718 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23339 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21945 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29001 members 
Mstep: Class 41 contains 25102 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15404 members 
Mstep: Class 44 contains 29820 members 
Mstep: Class 45 contains 31129 members 
Mstep: Class 46 contains 21286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443376.000000 Penalty: 156710.000000
Iteration 202Q: 47 clusters Score -1.774434e+08 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 26130 members 
Mstep: Class 4 contains 27010 members 
Mstep: Class 5 contains 28523 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 29736 members 
Mstep: Class 8 contains 22775 members 
Mstep: Class 9 contains 32852 members 
Mstep: Class 10 contains 43281 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 22390 members 
Mstep: Class 14 contains 34932 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11371 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 25122 members 
Mstep: Class 20 contains 19709 members 
Mstep: Class 21 contains 35668 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 44054 members 
Mstep: Class 24 contains 22235 members 
Mstep: Class 25 contains 29249 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 32062 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 28502 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2029 members 
Mstep: Class 32 contains 30390 members 
Mstep: Class 33 contains 25145 members 
Mstep: Class 34 contains 24694 members 
Mstep: Class 35 contains 2330 members 
Mstep: Class 36 contains 23375 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21918 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28858 members 
Mstep: Class 41 contains 25118 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15435 members 
Mstep: Class 44 contains 29758 members 
Mstep: Class 45 contains 31109 members 
Mstep: Class 46 contains 21265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443616.000000 Penalty: 156710.000000
Iteration 203Q: 47 clusters Score -1.774436e+08 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 26851 members 
Mstep: Class 4 contains 27018 members 
Mstep: Class 5 contains 28457 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 22814 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 43273 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30528 members 
Mstep: Class 13 contains 22382 members 
Mstep: Class 14 contains 34844 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11348 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30558 members 
Mstep: Class 19 contains 25109 members 
Mstep: Class 20 contains 19732 members 
Mstep: Class 21 contains 35699 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 44185 members 
Mstep: Class 24 contains 22214 members 
Mstep: Class 25 contains 29185 members 
Mstep: Class 26 contains 218 members 
Mstep: Class 27 contains 32015 members 
Mstep: Class 28 contains 22415 members 
Mstep: Class 29 contains 28450 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2026 members 
Mstep: Class 32 contains 30314 members 
Mstep: Class 33 contains 25059 members 
Mstep: Class 34 contains 24652 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23425 members 
Mstep: Class 37 contains 911 members 
Mstep: Class 38 contains 21905 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28753 members 
Mstep: Class 41 contains 25128 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15460 members 
Mstep: Class 44 contains 29700 members 
Mstep: Class 45 contains 31056 members 
Mstep: Class 46 contains 21245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443456.000000 Penalty: 156710.000000
Iteration 204Q: 47 clusters Score -1.774435e+08 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 3748 members 
Mstep: Class 3 contains 27563 members 
Mstep: Class 4 contains 27036 members 
Mstep: Class 5 contains 28384 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 29498 members 
Mstep: Class 8 contains 22852 members 
Mstep: Class 9 contains 32844 members 
Mstep: Class 10 contains 43272 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30542 members 
Mstep: Class 13 contains 22350 members 
Mstep: Class 14 contains 34725 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 25127 members 
Mstep: Class 20 contains 19760 members 
Mstep: Class 21 contains 35754 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 44271 members 
Mstep: Class 24 contains 22197 members 
Mstep: Class 25 contains 29108 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 31949 members 
Mstep: Class 28 contains 22424 members 
Mstep: Class 29 contains 28422 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2025 members 
Mstep: Class 32 contains 30209 members 
Mstep: Class 33 contains 25005 members 
Mstep: Class 34 contains 24637 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23450 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21889 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28612 members 
Mstep: Class 41 contains 25107 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15499 members 
Mstep: Class 44 contains 29648 members 
Mstep: Class 45 contains 30981 members 
Mstep: Class 46 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443456.000000 Penalty: 156710.000000
Iteration 205Q: 47 clusters Score -1.774435e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 3704 members 
Mstep: Class 3 contains 28267 members 
Mstep: Class 4 contains 27052 members 
Mstep: Class 5 contains 28327 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 29393 members 
Mstep: Class 8 contains 22899 members 
Mstep: Class 9 contains 32841 members 
Mstep: Class 10 contains 43268 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30558 members 
Mstep: Class 13 contains 22325 members 
Mstep: Class 14 contains 34618 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11322 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30529 members 
Mstep: Class 19 contains 25129 members 
Mstep: Class 20 contains 19777 members 
Mstep: Class 21 contains 35798 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 44354 members 
Mstep: Class 24 contains 22185 members 
Mstep: Class 25 contains 29042 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 31864 members 
Mstep: Class 28 contains 22433 members 
Mstep: Class 29 contains 28375 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2024 members 
Mstep: Class 32 contains 30092 members 
Mstep: Class 33 contains 24972 members 
Mstep: Class 34 contains 24630 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23476 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21870 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28507 members 
Mstep: Class 41 contains 25064 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15535 members 
Mstep: Class 44 contains 29576 members 
Mstep: Class 45 contains 30931 members 
Mstep: Class 46 contains 21236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443232.000000 Penalty: 156710.000000
Iteration 206Q: 47 clusters Score -1.774432e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 3661 members 
Mstep: Class 3 contains 28912 members 
Mstep: Class 4 contains 27084 members 
Mstep: Class 5 contains 28275 members 
Mstep: Class 6 contains 4210 members 
Mstep: Class 7 contains 29292 members 
Mstep: Class 8 contains 22956 members 
Mstep: Class 9 contains 32832 members 
Mstep: Class 10 contains 43295 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30575 members 
Mstep: Class 13 contains 22304 members 
Mstep: Class 14 contains 34535 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30515 members 
Mstep: Class 19 contains 25110 members 
Mstep: Class 20 contains 19797 members 
Mstep: Class 21 contains 35815 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 22191 members 
Mstep: Class 25 contains 28995 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 31801 members 
Mstep: Class 28 contains 22434 members 
Mstep: Class 29 contains 28322 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2023 members 
Mstep: Class 32 contains 30000 members 
Mstep: Class 33 contains 24910 members 
Mstep: Class 34 contains 24631 members 
Mstep: Class 35 contains 2330 members 
Mstep: Class 36 contains 23497 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21853 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28446 members 
Mstep: Class 41 contains 25001 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15561 members 
Mstep: Class 44 contains 29490 members 
Mstep: Class 45 contains 30898 members 
Mstep: Class 46 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443904.000000 Penalty: 156710.000000
Iteration 207Q: 47 clusters Score -1.774439e+08 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 3620 members 
Mstep: Class 3 contains 29521 members 
Mstep: Class 4 contains 27109 members 
Mstep: Class 5 contains 28242 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 29214 members 
Mstep: Class 8 contains 23007 members 
Mstep: Class 9 contains 32846 members 
Mstep: Class 10 contains 43308 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30581 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 34431 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 25099 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 35837 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44366 members 
Mstep: Class 24 contains 22204 members 
Mstep: Class 25 contains 28933 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 31760 members 
Mstep: Class 28 contains 22445 members 
Mstep: Class 29 contains 28273 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 29908 members 
Mstep: Class 33 contains 24846 members 
Mstep: Class 34 contains 24635 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23537 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21837 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28398 members 
Mstep: Class 41 contains 24957 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15596 members 
Mstep: Class 44 contains 29412 members 
Mstep: Class 45 contains 30840 members 
Mstep: Class 46 contains 21230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443664.000000 Penalty: 156710.000000
Iteration 208Q: 47 clusters Score -1.774437e+08 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 3565 members 
Mstep: Class 3 contains 30074 members 
Mstep: Class 4 contains 27126 members 
Mstep: Class 5 contains 28216 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 29146 members 
Mstep: Class 8 contains 23057 members 
Mstep: Class 9 contains 32875 members 
Mstep: Class 10 contains 43295 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30567 members 
Mstep: Class 13 contains 22296 members 
Mstep: Class 14 contains 34362 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11288 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30523 members 
Mstep: Class 19 contains 25095 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 21 contains 35882 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44333 members 
Mstep: Class 24 contains 22229 members 
Mstep: Class 25 contains 28915 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 31716 members 
Mstep: Class 28 contains 22433 members 
Mstep: Class 29 contains 28255 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 29828 members 
Mstep: Class 33 contains 24795 members 
Mstep: Class 34 contains 24657 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 23572 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21824 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28310 members 
Mstep: Class 41 contains 24921 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15618 members 
Mstep: Class 44 contains 29327 members 
Mstep: Class 45 contains 30804 members 
Mstep: Class 46 contains 21222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443568.000000 Penalty: 156710.000000
Iteration 209Q: 47 clusters Score -1.774436e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 3516 members 
Mstep: Class 3 contains 30597 members 
Mstep: Class 4 contains 27106 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 29064 members 
Mstep: Class 8 contains 23103 members 
Mstep: Class 9 contains 32868 members 
Mstep: Class 10 contains 43285 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30554 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 34267 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11267 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 30550 members 
Mstep: Class 19 contains 25104 members 
Mstep: Class 20 contains 19730 members 
Mstep: Class 21 contains 35940 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44302 members 
Mstep: Class 24 contains 22233 members 
Mstep: Class 25 contains 28907 members 
Mstep: Class 26 contains 214 members 
Mstep: Class 27 contains 31675 members 
Mstep: Class 28 contains 22425 members 
Mstep: Class 29 contains 28230 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 29720 members 
Mstep: Class 33 contains 24762 members 
Mstep: Class 34 contains 24680 members 
Mstep: Class 35 contains 2330 members 
Mstep: Class 36 contains 23620 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21798 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28271 members 
Mstep: Class 41 contains 24917 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15648 members 
Mstep: Class 44 contains 29272 members 
Mstep: Class 45 contains 30770 members 
Mstep: Class 46 contains 21209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443936.000000 Penalty: 156710.000000
Iteration 210Q: 47 clusters Score -1.774439e+08 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 31118 members 
Mstep: Class 4 contains 27093 members 
Mstep: Class 5 contains 28165 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 28958 members 
Mstep: Class 8 contains 23181 members 
Mstep: Class 9 contains 32877 members 
Mstep: Class 10 contains 43280 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30544 members 
Mstep: Class 13 contains 22274 members 
Mstep: Class 14 contains 34142 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11247 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30576 members 
Mstep: Class 19 contains 25098 members 
Mstep: Class 20 contains 19703 members 
Mstep: Class 21 contains 35995 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44239 members 
Mstep: Class 24 contains 22227 members 
Mstep: Class 25 contains 28899 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 31667 members 
Mstep: Class 28 contains 22410 members 
Mstep: Class 29 contains 28207 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2022 members 
Mstep: Class 32 contains 29613 members 
Mstep: Class 33 contains 24706 members 
Mstep: Class 34 contains 24719 members 
Mstep: Class 35 contains 2331 members 
Mstep: Class 36 contains 23674 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21771 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28237 members 
Mstep: Class 41 contains 24922 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15664 members 
Mstep: Class 44 contains 29225 members 
Mstep: Class 45 contains 30735 members 
Mstep: Class 46 contains 21201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443872.000000 Penalty: 156710.000000
Iteration 211Q: 47 clusters Score -1.774439e+08 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 3 contains 31534 members 
Mstep: Class 4 contains 27077 members 
Mstep: Class 5 contains 28166 members 
Mstep: Class 6 contains 4193 members 
Mstep: Class 7 contains 28864 members 
Mstep: Class 8 contains 23260 members 
Mstep: Class 9 contains 32880 members 
Mstep: Class 10 contains 43323 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30540 members 
Mstep: Class 13 contains 22259 members 
Mstep: Class 14 contains 34025 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11223 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30591 members 
Mstep: Class 19 contains 25089 members 
Mstep: Class 20 contains 19674 members 
Mstep: Class 21 contains 36052 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44165 members 
Mstep: Class 24 contains 22231 members 
Mstep: Class 25 contains 28894 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31664 members 
Mstep: Class 28 contains 22381 members 
Mstep: Class 29 contains 28161 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2021 members 
Mstep: Class 32 contains 29509 members 
Mstep: Class 33 contains 24651 members 
Mstep: Class 34 contains 24801 members 
Mstep: Class 35 contains 2334 members 
Mstep: Class 36 contains 23707 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21716 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28270 members 
Mstep: Class 41 contains 24934 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15683 members 
Mstep: Class 44 contains 29157 members 
Mstep: Class 45 contains 30692 members 
Mstep: Class 46 contains 21210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444048.000000 Penalty: 156710.000000
Iteration 212Q: 47 clusters Score -1.77444e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3384 members 
Mstep: Class 3 contains 31906 members 
Mstep: Class 4 contains 27003 members 
Mstep: Class 5 contains 28136 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 28763 members 
Mstep: Class 8 contains 23327 members 
Mstep: Class 9 contains 32920 members 
Mstep: Class 10 contains 43383 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30525 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 33917 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11200 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30597 members 
Mstep: Class 19 contains 25083 members 
Mstep: Class 20 contains 19648 members 
Mstep: Class 21 contains 36085 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 44055 members 
Mstep: Class 24 contains 22245 members 
Mstep: Class 25 contains 28891 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31711 members 
Mstep: Class 28 contains 22373 members 
Mstep: Class 29 contains 28180 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2019 members 
Mstep: Class 32 contains 29403 members 
Mstep: Class 33 contains 24586 members 
Mstep: Class 34 contains 24891 members 
Mstep: Class 35 contains 2336 members 
Mstep: Class 36 contains 23737 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21680 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28340 members 
Mstep: Class 41 contains 24980 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15722 members 
Mstep: Class 44 contains 29075 members 
Mstep: Class 45 contains 30629 members 
Mstep: Class 46 contains 21209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444368.000000 Penalty: 156710.000000
Iteration 213Q: 47 clusters Score -1.774444e+08 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 3343 members 
Mstep: Class 3 contains 32170 members 
Mstep: Class 4 contains 26951 members 
Mstep: Class 5 contains 28117 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 28628 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 32948 members 
Mstep: Class 10 contains 43423 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30523 members 
Mstep: Class 13 contains 22162 members 
Mstep: Class 14 contains 33820 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11189 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 25100 members 
Mstep: Class 20 contains 19622 members 
Mstep: Class 21 contains 36129 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43934 members 
Mstep: Class 24 contains 22258 members 
Mstep: Class 25 contains 28917 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31761 members 
Mstep: Class 28 contains 22359 members 
Mstep: Class 29 contains 28204 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2017 members 
Mstep: Class 32 contains 29327 members 
Mstep: Class 33 contains 24557 members 
Mstep: Class 34 contains 24918 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 23755 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21636 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28455 members 
Mstep: Class 41 contains 25083 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15758 members 
Mstep: Class 44 contains 29000 members 
Mstep: Class 45 contains 30548 members 
Mstep: Class 46 contains 21205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443456.000000 Penalty: 156710.000000
Iteration 214Q: 47 clusters Score -1.774435e+08 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 3307 members 
Mstep: Class 3 contains 32393 members 
Mstep: Class 4 contains 26922 members 
Mstep: Class 5 contains 28110 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 28500 members 
Mstep: Class 8 contains 23451 members 
Mstep: Class 9 contains 32986 members 
Mstep: Class 10 contains 43465 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30490 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 33732 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11165 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30627 members 
Mstep: Class 19 contains 25095 members 
Mstep: Class 20 contains 19656 members 
Mstep: Class 21 contains 36178 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43809 members 
Mstep: Class 24 contains 22272 members 
Mstep: Class 25 contains 28984 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31795 members 
Mstep: Class 28 contains 22313 members 
Mstep: Class 29 contains 28225 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2015 members 
Mstep: Class 32 contains 29244 members 
Mstep: Class 33 contains 24530 members 
Mstep: Class 34 contains 24899 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 23766 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21613 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28536 members 
Mstep: Class 41 contains 25158 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15806 members 
Mstep: Class 44 contains 28903 members 
Mstep: Class 45 contains 30543 members 
Mstep: Class 46 contains 21204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442944.000000 Penalty: 156710.000000
Iteration 215Q: 47 clusters Score -1.774429e+08 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 32530 members 
Mstep: Class 4 contains 26899 members 
Mstep: Class 5 contains 28116 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 28371 members 
Mstep: Class 8 contains 23516 members 
Mstep: Class 9 contains 33036 members 
Mstep: Class 10 contains 43529 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30466 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 33639 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11141 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30617 members 
Mstep: Class 19 contains 25094 members 
Mstep: Class 20 contains 19703 members 
Mstep: Class 21 contains 36242 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 43709 members 
Mstep: Class 24 contains 22297 members 
Mstep: Class 25 contains 29074 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31796 members 
Mstep: Class 28 contains 22278 members 
Mstep: Class 29 contains 28230 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2013 members 
Mstep: Class 32 contains 29137 members 
Mstep: Class 33 contains 24521 members 
Mstep: Class 34 contains 24856 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 23779 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21585 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28642 members 
Mstep: Class 41 contains 25224 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15857 members 
Mstep: Class 44 contains 28831 members 
Mstep: Class 45 contains 30552 members 
Mstep: Class 46 contains 21191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442784.000000 Penalty: 156710.000000
Iteration 216Q: 47 clusters Score -1.774428e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 32648 members 
Mstep: Class 4 contains 26925 members 
Mstep: Class 5 contains 28104 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 28238 members 
Mstep: Class 8 contains 23594 members 
Mstep: Class 9 contains 33073 members 
Mstep: Class 10 contains 43593 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30454 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 33544 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11124 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30616 members 
Mstep: Class 19 contains 25078 members 
Mstep: Class 20 contains 19748 members 
Mstep: Class 21 contains 36298 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43593 members 
Mstep: Class 24 contains 22308 members 
Mstep: Class 25 contains 29165 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31796 members 
Mstep: Class 28 contains 22251 members 
Mstep: Class 29 contains 28241 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2012 members 
Mstep: Class 32 contains 29041 members 
Mstep: Class 33 contains 24507 members 
Mstep: Class 34 contains 24843 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 23805 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21550 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28728 members 
Mstep: Class 41 contains 25273 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15877 members 
Mstep: Class 44 contains 28772 members 
Mstep: Class 45 contains 30546 members 
Mstep: Class 46 contains 21190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443008.000000 Penalty: 156710.000000
Iteration 217Q: 47 clusters Score -1.77443e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 32711 members 
Mstep: Class 4 contains 26938 members 
Mstep: Class 5 contains 28116 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 28129 members 
Mstep: Class 8 contains 23661 members 
Mstep: Class 9 contains 33131 members 
Mstep: Class 10 contains 43648 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30445 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 33475 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11105 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30611 members 
Mstep: Class 19 contains 25065 members 
Mstep: Class 20 contains 19795 members 
Mstep: Class 21 contains 36316 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43497 members 
Mstep: Class 24 contains 22319 members 
Mstep: Class 25 contains 29236 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 31782 members 
Mstep: Class 28 contains 22225 members 
Mstep: Class 29 contains 28216 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2011 members 
Mstep: Class 32 contains 28947 members 
Mstep: Class 33 contains 24500 members 
Mstep: Class 34 contains 24798 members 
Mstep: Class 35 contains 2339 members 
Mstep: Class 36 contains 23822 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21546 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28851 members 
Mstep: Class 41 contains 25320 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15937 members 
Mstep: Class 44 contains 28699 members 
Mstep: Class 45 contains 30535 members 
Mstep: Class 46 contains 21197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442832.000000 Penalty: 156710.000000
Iteration 218Q: 47 clusters Score -1.774428e+08 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 26989 members 
Mstep: Class 5 contains 28129 members 
Mstep: Class 6 contains 4189 members 
Mstep: Class 7 contains 28022 members 
Mstep: Class 8 contains 23724 members 
Mstep: Class 9 contains 33169 members 
Mstep: Class 10 contains 43707 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30431 members 
Mstep: Class 13 contains 21874 members 
Mstep: Class 14 contains 33402 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11093 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 30631 members 
Mstep: Class 19 contains 25064 members 
Mstep: Class 20 contains 19852 members 
Mstep: Class 21 contains 36318 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43388 members 
Mstep: Class 24 contains 22330 members 
Mstep: Class 25 contains 29326 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31812 members 
Mstep: Class 28 contains 22209 members 
Mstep: Class 29 contains 28207 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 28805 members 
Mstep: Class 33 contains 24453 members 
Mstep: Class 34 contains 24732 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 23823 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21560 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 28980 members 
Mstep: Class 41 contains 25339 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 15975 members 
Mstep: Class 44 contains 28633 members 
Mstep: Class 45 contains 30542 members 
Mstep: Class 46 contains 21210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442352.000000 Penalty: 156710.000000
Iteration 219Q: 47 clusters Score -1.774424e+08 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 3184 members 
Mstep: Class 3 contains 32829 members 
Mstep: Class 4 contains 27016 members 
Mstep: Class 5 contains 28151 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 27907 members 
Mstep: Class 8 contains 23768 members 
Mstep: Class 9 contains 33232 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30438 members 
Mstep: Class 13 contains 21848 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11078 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30642 members 
Mstep: Class 19 contains 25086 members 
Mstep: Class 20 contains 19921 members 
Mstep: Class 21 contains 36329 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 22365 members 
Mstep: Class 25 contains 29410 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31828 members 
Mstep: Class 28 contains 22186 members 
Mstep: Class 29 contains 28223 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 28632 members 
Mstep: Class 33 contains 24417 members 
Mstep: Class 34 contains 24684 members 
Mstep: Class 35 contains 2340 members 
Mstep: Class 36 contains 23812 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21582 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29100 members 
Mstep: Class 41 contains 25322 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16010 members 
Mstep: Class 44 contains 28562 members 
Mstep: Class 45 contains 30504 members 
Mstep: Class 46 contains 21216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442416.000000 Penalty: 156710.000000
Iteration 220F: 47 clusters Score -1.774424e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 3162 members 
Mstep: Class 3 contains 33021 members 
Mstep: Class 4 contains 27067 members 
Mstep: Class 5 contains 28160 members 
Mstep: Class 6 contains 4180 members 
Mstep: Class 7 contains 27786 members 
Mstep: Class 8 contains 23812 members 
Mstep: Class 9 contains 33293 members 
Mstep: Class 10 contains 43802 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30428 members 
Mstep: Class 13 contains 21819 members 
Mstep: Class 14 contains 33320 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30667 members 
Mstep: Class 19 contains 25126 members 
Mstep: Class 20 contains 19970 members 
Mstep: Class 21 contains 36320 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43212 members 
Mstep: Class 24 contains 22384 members 
Mstep: Class 25 contains 29476 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31865 members 
Mstep: Class 28 contains 22166 members 
Mstep: Class 29 contains 28232 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 28436 members 
Mstep: Class 33 contains 24375 members 
Mstep: Class 34 contains 24642 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 23815 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21602 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29109 members 
Mstep: Class 41 contains 25306 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16049 members 
Mstep: Class 44 contains 28463 members 
Mstep: Class 45 contains 30463 members 
Mstep: Class 46 contains 21226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442576.000000 Penalty: 156710.000000
Iteration 221Q: 47 clusters Score -1.774426e+08 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 3134 members 
Mstep: Class 3 contains 33097 members 
Mstep: Class 4 contains 27157 members 
Mstep: Class 5 contains 28170 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 27671 members 
Mstep: Class 8 contains 23852 members 
Mstep: Class 9 contains 33340 members 
Mstep: Class 10 contains 43859 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30417 members 
Mstep: Class 13 contains 21801 members 
Mstep: Class 14 contains 33262 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11052 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 30674 members 
Mstep: Class 19 contains 25132 members 
Mstep: Class 20 contains 20000 members 
Mstep: Class 21 contains 36318 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 43123 members 
Mstep: Class 24 contains 22396 members 
Mstep: Class 25 contains 29547 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31864 members 
Mstep: Class 28 contains 22160 members 
Mstep: Class 29 contains 28205 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 28307 members 
Mstep: Class 33 contains 24356 members 
Mstep: Class 34 contains 24606 members 
Mstep: Class 35 contains 2338 members 
Mstep: Class 36 contains 23829 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21585 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29194 members 
Mstep: Class 41 contains 25303 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16101 members 
Mstep: Class 44 contains 28386 members 
Mstep: Class 45 contains 30467 members 
Mstep: Class 46 contains 21232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442672.000000 Penalty: 156710.000000
Iteration 222Q: 47 clusters Score -1.774427e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 3111 members 
Mstep: Class 3 contains 33136 members 
Mstep: Class 4 contains 27207 members 
Mstep: Class 5 contains 28187 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 27565 members 
Mstep: Class 8 contains 23916 members 
Mstep: Class 9 contains 33356 members 
Mstep: Class 10 contains 43891 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30407 members 
Mstep: Class 13 contains 21802 members 
Mstep: Class 14 contains 33250 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 30674 members 
Mstep: Class 19 contains 25151 members 
Mstep: Class 20 contains 20018 members 
Mstep: Class 21 contains 36359 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 43003 members 
Mstep: Class 24 contains 22447 members 
Mstep: Class 25 contains 29612 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31852 members 
Mstep: Class 28 contains 22156 members 
Mstep: Class 29 contains 28196 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2002 members 
Mstep: Class 32 contains 28167 members 
Mstep: Class 33 contains 24332 members 
Mstep: Class 34 contains 24584 members 
Mstep: Class 35 contains 2339 members 
Mstep: Class 36 contains 23812 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21578 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29247 members 
Mstep: Class 41 contains 25286 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16145 members 
Mstep: Class 44 contains 28357 members 
Mstep: Class 45 contains 30476 members 
Mstep: Class 46 contains 21235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443200.000000 Penalty: 156710.000000
Iteration 223Q: 47 clusters Score -1.774432e+08 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 3092 members 
Mstep: Class 3 contains 33170 members 
Mstep: Class 4 contains 27233 members 
Mstep: Class 5 contains 28172 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 27446 members 
Mstep: Class 8 contains 24002 members 
Mstep: Class 9 contains 33374 members 
Mstep: Class 10 contains 43899 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30397 members 
Mstep: Class 13 contains 21794 members 
Mstep: Class 14 contains 33295 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11025 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 25169 members 
Mstep: Class 20 contains 20043 members 
Mstep: Class 21 contains 36374 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 42882 members 
Mstep: Class 24 contains 22489 members 
Mstep: Class 25 contains 29685 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31872 members 
Mstep: Class 28 contains 22147 members 
Mstep: Class 29 contains 28176 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2001 members 
Mstep: Class 32 contains 28006 members 
Mstep: Class 33 contains 24282 members 
Mstep: Class 34 contains 24567 members 
Mstep: Class 35 contains 2338 members 
Mstep: Class 36 contains 23792 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21590 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29304 members 
Mstep: Class 41 contains 25273 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16184 members 
Mstep: Class 44 contains 28344 members 
Mstep: Class 45 contains 30494 members 
Mstep: Class 46 contains 21257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444000.000000 Penalty: 156710.000000
Iteration 224Q: 47 clusters Score -1.77444e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 3073 members 
Mstep: Class 3 contains 33101 members 
Mstep: Class 4 contains 27266 members 
Mstep: Class 5 contains 28184 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 24086 members 
Mstep: Class 9 contains 33394 members 
Mstep: Class 10 contains 43919 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30378 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 33338 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 11009 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 30663 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 36426 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 42790 members 
Mstep: Class 24 contains 22538 members 
Mstep: Class 25 contains 29786 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31869 members 
Mstep: Class 28 contains 22141 members 
Mstep: Class 29 contains 28142 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2001 members 
Mstep: Class 32 contains 27863 members 
Mstep: Class 33 contains 24241 members 
Mstep: Class 34 contains 24554 members 
Mstep: Class 35 contains 2338 members 
Mstep: Class 36 contains 23777 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21615 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29388 members 
Mstep: Class 41 contains 25239 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16225 members 
Mstep: Class 44 contains 28317 members 
Mstep: Class 45 contains 30536 members 
Mstep: Class 46 contains 21262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444560.000000 Penalty: 156710.000000
Iteration 225Q: 47 clusters Score -1.774446e+08 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3051 members 
Mstep: Class 3 contains 33076 members 
Mstep: Class 4 contains 27272 members 
Mstep: Class 5 contains 28210 members 
Mstep: Class 6 contains 4197 members 
Mstep: Class 7 contains 27236 members 
Mstep: Class 8 contains 24112 members 
Mstep: Class 9 contains 33384 members 
Mstep: Class 10 contains 43935 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30353 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 33406 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10991 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 30638 members 
Mstep: Class 19 contains 25283 members 
Mstep: Class 20 contains 20081 members 
Mstep: Class 21 contains 36465 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 42716 members 
Mstep: Class 24 contains 22579 members 
Mstep: Class 25 contains 29875 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31877 members 
Mstep: Class 28 contains 22123 members 
Mstep: Class 29 contains 28143 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 2000 members 
Mstep: Class 32 contains 27732 members 
Mstep: Class 33 contains 24206 members 
Mstep: Class 34 contains 24567 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 23789 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21625 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29461 members 
Mstep: Class 41 contains 25215 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16280 members 
Mstep: Class 44 contains 28309 members 
Mstep: Class 45 contains 30543 members 
Mstep: Class 46 contains 21252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444432.000000 Penalty: 156710.000000
Iteration 226Q: 47 clusters Score -1.774444e+08 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 33051 members 
Mstep: Class 4 contains 27287 members 
Mstep: Class 5 contains 28247 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 27152 members 
Mstep: Class 8 contains 24132 members 
Mstep: Class 9 contains 33406 members 
Mstep: Class 10 contains 43923 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 33458 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10980 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30632 members 
Mstep: Class 19 contains 25332 members 
Mstep: Class 20 contains 20075 members 
Mstep: Class 21 contains 36503 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 42594 members 
Mstep: Class 24 contains 22622 members 
Mstep: Class 25 contains 29979 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31866 members 
Mstep: Class 28 contains 22112 members 
Mstep: Class 29 contains 28144 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 27614 members 
Mstep: Class 33 contains 24152 members 
Mstep: Class 34 contains 24575 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 23786 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21659 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29495 members 
Mstep: Class 41 contains 25201 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16339 members 
Mstep: Class 44 contains 28322 members 
Mstep: Class 45 contains 30567 members 
Mstep: Class 46 contains 21251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444192.000000 Penalty: 156710.000000
Iteration 227Q: 47 clusters Score -1.774442e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 3012 members 
Mstep: Class 3 contains 32979 members 
Mstep: Class 4 contains 27331 members 
Mstep: Class 5 contains 28294 members 
Mstep: Class 6 contains 4184 members 
Mstep: Class 7 contains 27071 members 
Mstep: Class 8 contains 24139 members 
Mstep: Class 9 contains 33422 members 
Mstep: Class 10 contains 43920 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30323 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 33520 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10969 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30596 members 
Mstep: Class 19 contains 25398 members 
Mstep: Class 20 contains 20069 members 
Mstep: Class 21 contains 36546 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 42436 members 
Mstep: Class 24 contains 22659 members 
Mstep: Class 25 contains 30043 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31872 members 
Mstep: Class 28 contains 22100 members 
Mstep: Class 29 contains 28153 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 27516 members 
Mstep: Class 33 contains 24109 members 
Mstep: Class 34 contains 24588 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 23802 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21674 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29545 members 
Mstep: Class 41 contains 25176 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16387 members 
Mstep: Class 44 contains 28365 members 
Mstep: Class 45 contains 30605 members 
Mstep: Class 46 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445008.000000 Penalty: 156710.000000
Iteration 228Q: 47 clusters Score -1.77445e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 32850 members 
Mstep: Class 4 contains 27337 members 
Mstep: Class 5 contains 28324 members 
Mstep: Class 6 contains 4181 members 
Mstep: Class 7 contains 26983 members 
Mstep: Class 8 contains 24150 members 
Mstep: Class 9 contains 33447 members 
Mstep: Class 10 contains 43921 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30301 members 
Mstep: Class 13 contains 21767 members 
Mstep: Class 14 contains 33601 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10964 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30557 members 
Mstep: Class 19 contains 25429 members 
Mstep: Class 20 contains 20072 members 
Mstep: Class 21 contains 36579 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 42359 members 
Mstep: Class 24 contains 22678 members 
Mstep: Class 25 contains 30090 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31859 members 
Mstep: Class 28 contains 22083 members 
Mstep: Class 29 contains 28165 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 27404 members 
Mstep: Class 33 contains 24076 members 
Mstep: Class 34 contains 24628 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 23832 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21685 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29653 members 
Mstep: Class 41 contains 25162 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16428 members 
Mstep: Class 44 contains 28399 members 
Mstep: Class 45 contains 30632 members 
Mstep: Class 46 contains 21221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444880.000000 Penalty: 156710.000000
Iteration 229Q: 47 clusters Score -1.774449e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 32742 members 
Mstep: Class 4 contains 27344 members 
Mstep: Class 5 contains 28344 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 26890 members 
Mstep: Class 8 contains 24170 members 
Mstep: Class 9 contains 33455 members 
Mstep: Class 10 contains 43932 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30260 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 33677 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10956 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30504 members 
Mstep: Class 19 contains 25460 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 36611 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 42281 members 
Mstep: Class 24 contains 22679 members 
Mstep: Class 25 contains 30098 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31872 members 
Mstep: Class 28 contains 22071 members 
Mstep: Class 29 contains 28177 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1998 members 
Mstep: Class 32 contains 27298 members 
Mstep: Class 33 contains 24033 members 
Mstep: Class 34 contains 24669 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 23849 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21691 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29791 members 
Mstep: Class 41 contains 25173 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16495 members 
Mstep: Class 44 contains 28453 members 
Mstep: Class 45 contains 30644 members 
Mstep: Class 46 contains 21212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445296.000000 Penalty: 156710.000000
Iteration 230Q: 47 clusters Score -1.774453e+08 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 2955 members 
Mstep: Class 3 contains 32636 members 
Mstep: Class 4 contains 27330 members 
Mstep: Class 5 contains 28366 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 26778 members 
Mstep: Class 8 contains 24171 members 
Mstep: Class 9 contains 33478 members 
Mstep: Class 10 contains 43939 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30223 members 
Mstep: Class 13 contains 21763 members 
Mstep: Class 14 contains 33732 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10945 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30461 members 
Mstep: Class 19 contains 25487 members 
Mstep: Class 20 contains 20093 members 
Mstep: Class 21 contains 36671 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 42183 members 
Mstep: Class 24 contains 22694 members 
Mstep: Class 25 contains 30148 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31905 members 
Mstep: Class 28 contains 22046 members 
Mstep: Class 29 contains 28184 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1998 members 
Mstep: Class 32 contains 27200 members 
Mstep: Class 33 contains 23959 members 
Mstep: Class 34 contains 24701 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 23856 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21711 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29925 members 
Mstep: Class 41 contains 25184 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16564 members 
Mstep: Class 44 contains 28492 members 
Mstep: Class 45 contains 30657 members 
Mstep: Class 46 contains 21210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445120.000000 Penalty: 156710.000000
Iteration 231Q: 47 clusters Score -1.774451e+08 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 32522 members 
Mstep: Class 4 contains 27286 members 
Mstep: Class 5 contains 28377 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 26677 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 33504 members 
Mstep: Class 10 contains 43944 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30206 members 
Mstep: Class 13 contains 21778 members 
Mstep: Class 14 contains 33803 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30448 members 
Mstep: Class 19 contains 25524 members 
Mstep: Class 20 contains 20114 members 
Mstep: Class 21 contains 36732 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 42071 members 
Mstep: Class 24 contains 22707 members 
Mstep: Class 25 contains 30183 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31942 members 
Mstep: Class 28 contains 22039 members 
Mstep: Class 29 contains 28185 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1997 members 
Mstep: Class 32 contains 27103 members 
Mstep: Class 33 contains 23874 members 
Mstep: Class 34 contains 24729 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 23861 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21763 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29992 members 
Mstep: Class 41 contains 25221 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16630 members 
Mstep: Class 44 contains 28554 members 
Mstep: Class 45 contains 30639 members 
Mstep: Class 46 contains 21192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445232.000000 Penalty: 156710.000000
Iteration 232Q: 47 clusters Score -1.774452e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 32427 members 
Mstep: Class 4 contains 27266 members 
Mstep: Class 5 contains 28371 members 
Mstep: Class 6 contains 4186 members 
Mstep: Class 7 contains 26584 members 
Mstep: Class 8 contains 24216 members 
Mstep: Class 9 contains 33541 members 
Mstep: Class 10 contains 43965 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30171 members 
Mstep: Class 13 contains 21786 members 
Mstep: Class 14 contains 33874 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10917 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 30440 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 20156 members 
Mstep: Class 21 contains 36782 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41972 members 
Mstep: Class 24 contains 22715 members 
Mstep: Class 25 contains 30224 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31965 members 
Mstep: Class 28 contains 22040 members 
Mstep: Class 29 contains 28213 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1993 members 
Mstep: Class 32 contains 26997 members 
Mstep: Class 33 contains 23790 members 
Mstep: Class 34 contains 24747 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 23880 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21781 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30043 members 
Mstep: Class 41 contains 25256 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16686 members 
Mstep: Class 44 contains 28625 members 
Mstep: Class 45 contains 30620 members 
Mstep: Class 46 contains 21166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445376.000000 Penalty: 156710.000000
Iteration 233Q: 47 clusters Score -1.774454e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 32321 members 
Mstep: Class 4 contains 27264 members 
Mstep: Class 5 contains 28398 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 24252 members 
Mstep: Class 9 contains 33595 members 
Mstep: Class 10 contains 43982 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30140 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 33925 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10895 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30425 members 
Mstep: Class 19 contains 25601 members 
Mstep: Class 20 contains 20218 members 
Mstep: Class 21 contains 36777 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41898 members 
Mstep: Class 24 contains 22737 members 
Mstep: Class 25 contains 30271 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31966 members 
Mstep: Class 28 contains 22039 members 
Mstep: Class 29 contains 28229 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1991 members 
Mstep: Class 32 contains 26906 members 
Mstep: Class 33 contains 23692 members 
Mstep: Class 34 contains 24754 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 23878 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21810 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30082 members 
Mstep: Class 41 contains 25281 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16728 members 
Mstep: Class 44 contains 28693 members 
Mstep: Class 45 contains 30617 members 
Mstep: Class 46 contains 21142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445392.000000 Penalty: 156710.000000
Iteration 234Q: 47 clusters Score -1.774454e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 2832 members 
Mstep: Class 3 contains 32225 members 
Mstep: Class 4 contains 27280 members 
Mstep: Class 5 contains 28454 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 24305 members 
Mstep: Class 9 contains 33628 members 
Mstep: Class 10 contains 43982 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30126 members 
Mstep: Class 13 contains 21797 members 
Mstep: Class 14 contains 33994 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10876 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30396 members 
Mstep: Class 19 contains 25640 members 
Mstep: Class 20 contains 20271 members 
Mstep: Class 21 contains 36786 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41829 members 
Mstep: Class 24 contains 22756 members 
Mstep: Class 25 contains 30307 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31962 members 
Mstep: Class 28 contains 22032 members 
Mstep: Class 29 contains 28232 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1988 members 
Mstep: Class 32 contains 26835 members 
Mstep: Class 33 contains 23560 members 
Mstep: Class 34 contains 24748 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 23922 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21811 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30086 members 
Mstep: Class 41 contains 25309 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16783 members 
Mstep: Class 44 contains 28744 members 
Mstep: Class 45 contains 30611 members 
Mstep: Class 46 contains 21131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445472.000000 Penalty: 156710.000000
Iteration 235Q: 47 clusters Score -1.774455e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 2795 members 
Mstep: Class 3 contains 32123 members 
Mstep: Class 4 contains 27263 members 
Mstep: Class 5 contains 28504 members 
Mstep: Class 6 contains 4195 members 
Mstep: Class 7 contains 26251 members 
Mstep: Class 8 contains 24336 members 
Mstep: Class 9 contains 33658 members 
Mstep: Class 10 contains 43966 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30129 members 
Mstep: Class 13 contains 21803 members 
Mstep: Class 14 contains 34079 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30369 members 
Mstep: Class 19 contains 25695 members 
Mstep: Class 20 contains 20316 members 
Mstep: Class 21 contains 36800 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41757 members 
Mstep: Class 24 contains 22795 members 
Mstep: Class 25 contains 30327 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31969 members 
Mstep: Class 28 contains 22014 members 
Mstep: Class 29 contains 28269 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1986 members 
Mstep: Class 32 contains 26760 members 
Mstep: Class 33 contains 23426 members 
Mstep: Class 34 contains 24748 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 23953 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21805 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30115 members 
Mstep: Class 41 contains 25345 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16836 members 
Mstep: Class 44 contains 28806 members 
Mstep: Class 45 contains 30598 members 
Mstep: Class 46 contains 21118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445744.000000 Penalty: 156710.000000
Iteration 236Q: 47 clusters Score -1.774457e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 2757 members 
Mstep: Class 3 contains 31998 members 
Mstep: Class 4 contains 27294 members 
Mstep: Class 5 contains 28522 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 26160 members 
Mstep: Class 8 contains 24356 members 
Mstep: Class 9 contains 33663 members 
Mstep: Class 10 contains 43956 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30138 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 34162 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10852 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30351 members 
Mstep: Class 19 contains 25744 members 
Mstep: Class 20 contains 20368 members 
Mstep: Class 21 contains 36810 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41677 members 
Mstep: Class 24 contains 22852 members 
Mstep: Class 25 contains 30353 members 
Mstep: Class 26 contains 211 members 
Mstep: Class 27 contains 31970 members 
Mstep: Class 28 contains 21991 members 
Mstep: Class 29 contains 28306 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1984 members 
Mstep: Class 32 contains 26648 members 
Mstep: Class 33 contains 23308 members 
Mstep: Class 34 contains 24729 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 23984 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21788 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30181 members 
Mstep: Class 41 contains 25360 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16877 members 
Mstep: Class 44 contains 28876 members 
Mstep: Class 45 contains 30628 members 
Mstep: Class 46 contains 21111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446144.000000 Penalty: 156710.000000
Iteration 237Q: 47 clusters Score -1.774461e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 31826 members 
Mstep: Class 4 contains 27304 members 
Mstep: Class 5 contains 28557 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 26030 members 
Mstep: Class 8 contains 24370 members 
Mstep: Class 9 contains 33674 members 
Mstep: Class 10 contains 43963 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30149 members 
Mstep: Class 13 contains 21818 members 
Mstep: Class 14 contains 34274 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10828 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30358 members 
Mstep: Class 19 contains 25771 members 
Mstep: Class 20 contains 20425 members 
Mstep: Class 21 contains 36844 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41551 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 30401 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 31967 members 
Mstep: Class 28 contains 21979 members 
Mstep: Class 29 contains 28322 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1983 members 
Mstep: Class 32 contains 26589 members 
Mstep: Class 33 contains 23235 members 
Mstep: Class 34 contains 24731 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 24015 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21775 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30200 members 
Mstep: Class 41 contains 25372 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16922 members 
Mstep: Class 44 contains 28905 members 
Mstep: Class 45 contains 30656 members 
Mstep: Class 46 contains 21091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445696.000000 Penalty: 156710.000000
Iteration 238Q: 47 clusters Score -1.774457e+08 nChanged 4040
Entering ConstructFrom: 
Score: -177445696.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (30531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Entering Unmasked Estep 
Score: -5882173.000000 Penalty: 2560.971436
	Iteration 0F: 2 clusters Score -5882173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5862188.500000 Penalty: 5121.942871
	Iteration 0F: 3 clusters Score -5862188 nChanged 13838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5869823.000000 Penalty: 5121.942871
	Iteration 1F: 3 clusters Score -5869823 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5870445.500000 Penalty: 5121.942871
	Iteration 2F: 3 clusters Score -5870446 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5871104.000000 Penalty: 5121.942871
	Iteration 3Q: 3 clusters Score -5871104 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5871733.500000 Penalty: 5121.942871
	Iteration 4Q: 3 clusters Score -5871734 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5872440.000000 Penalty: 5121.942871
	Iteration 5Q: 3 clusters Score -5872440 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5873267.500000 Penalty: 5121.942871
	Iteration 6Q: 3 clusters Score -5873268 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5874330.000000 Penalty: 5121.942871
	Iteration 7F: 3 clusters Score -5874330 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5875507.500000 Penalty: 5121.942871
	Iteration 8F: 3 clusters Score -5875508 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5876516.500000 Penalty: 5121.942871
	Iteration 9F: 3 clusters Score -5876516 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5877207.000000 Penalty: 5121.942871
	Iteration 10Q: 3 clusters Score -5877207 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5877550.000000 Penalty: 5121.942871
	Iteration 11Q: 3 clusters Score -5877550 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -5877707.000000 Penalty: 5121.942871
	Iteration 12Q: 3 clusters Score -5877707 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5877837.500000 Penalty: 5121.942871
	Iteration 13Q: 3 clusters Score -5877838 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5877930.000000 Penalty: 5121.942871
	Iteration 14Q: 3 clusters Score -5877930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -5878019.500000 Penalty: 5121.942871
	Iteration 15Q: 3 clusters Score -5878020 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5878096.000000 Penalty: 5121.942871
	Iteration 16Q: 3 clusters Score -5878096 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -5878161.000000 Penalty: 5121.942871
	Iteration 17Q: 3 clusters Score -5878161 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -5878203.000000 Penalty: 5121.942871
	Iteration 18Q: 3 clusters Score -5878203 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -5878259.000000 Penalty: 5121.942871
	Iteration 19Q: 3 clusters Score -5878259 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -5878321.000000 Penalty: 5121.942871
	Iteration 20F: 3 clusters Score -5878321 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5878367.500000 Penalty: 5121.942871
	Iteration 21Q: 3 clusters Score -5878368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -5878409.000000 Penalty: 5121.942871
	Iteration 22Q: 3 clusters Score -5878409 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -5878445.500000 Penalty: 5121.942871
	Iteration 23Q: 3 clusters Score -5878446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5878482.000000 Penalty: 5121.942871
	Iteration 24Q: 3 clusters Score -5878482 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -5878503.500000 Penalty: 5121.942871
	Iteration 25Q: 3 clusters Score -5878504 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5878523.500000 Penalty: 5121.942871
	Iteration 26Q: 3 clusters Score -5878524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -5878525.500000 Penalty: 5121.942871
	Iteration 27Q: 3 clusters Score -5878526 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5878546.500000 Penalty: 5121.942871
	Iteration 28Q: 3 clusters Score -5878546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -5878583.500000 Penalty: 5121.942871
	Iteration 29Q: 3 clusters Score -5878584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -5878624.500000 Penalty: 5121.942871
	Iteration 30Q: 3 clusters Score -5878624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5878635.500000 Penalty: 5121.942871
	Iteration 31Q: 3 clusters Score -5878636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5878656.000000 Penalty: 5121.942871
	Iteration 32Q: 3 clusters Score -5878656 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5878652.500000 Penalty: 5121.942871
	Iteration 33Q: 3 clusters Score -5878652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -5878669.500000 Penalty: 5121.942871
	Iteration 34Q: 3 clusters Score -5878670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -5878680.000000 Penalty: 5121.942871
	Iteration 35Q: 3 clusters Score -5878680 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5878679.000000 Penalty: 5121.942871
	Iteration 36Q: 3 clusters Score -5878679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -5878700.000000 Penalty: 5121.942871
	Iteration 37Q: 3 clusters Score -5878700 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5878712.500000 Penalty: 5121.942871
	Iteration 38Q: 3 clusters Score -5878712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5878715.000000 Penalty: 5121.942871
	Iteration 39Q: 3 clusters Score -5878715 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -5878756.500000 Penalty: 5121.942871
	Iteration 40F: 3 clusters Score -5878756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -5878777.000000 Penalty: 5121.942871
	Iteration 41Q: 3 clusters Score -5878777 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5878809.000000 Penalty: 5121.942871
	Iteration 42Q: 3 clusters Score -5878809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5878836.000000 Penalty: 5121.942871
	Iteration 43Q: 3 clusters Score -5878836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -5878850.500000 Penalty: 5121.942871
	Iteration 44Q: 3 clusters Score -5878850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -5878857.000000 Penalty: 5121.942871
	Iteration 45Q: 3 clusters Score -5878857 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -5878852.000000 Penalty: 5121.942871
	Iteration 46Q: 3 clusters Score -5878852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -5878880.500000 Penalty: 5121.942871
	Iteration 47Q: 3 clusters Score -5878880 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5878902.000000 Penalty: 5121.942871
	Iteration 48Q: 3 clusters Score -5878902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -5878901.000000 Penalty: 5121.942871
	Iteration 49Q: 3 clusters Score -5878901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5878912.500000 Penalty: 5121.942871
	Iteration 50Q: 3 clusters Score -5878912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5878915.500000 Penalty: 5121.942871
	Iteration 51Q: 3 clusters Score -5878916 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5878917.000000 Penalty: 5121.942871
	Iteration 52Q: 3 clusters Score -5878917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5878915.000000 Penalty: 5121.942871
	Iteration 53Q: 3 clusters Score -5878915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5878922.500000 Penalty: 5121.942871
	Iteration 54Q: 3 clusters Score -5878922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -5878921.500000 Penalty: 5121.942871
	Iteration 55Q: 3 clusters Score -5878922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5878926.000000 Penalty: 5121.942871
	Iteration 56Q: 3 clusters Score -5878926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5878943.500000 Penalty: 5121.942871
	Iteration 57Q: 3 clusters Score -5878944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -5878943.500000 Penalty: 5121.942871
	Iteration 58Q: 3 clusters Score -5878944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -5878943.500000 Penalty: 5121.942871
	Iteration 59Q: 3 clusters Score -5878944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5878966.500000 Penalty: 5121.942871
	Iteration 60F: 3 clusters Score -5878966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5878972.500000 Penalty: 5121.942871
	Iteration 61Q: 3 clusters Score -5878972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -5878969.000000 Penalty: 5121.942871
	Iteration 62Q: 3 clusters Score -5878969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5878983.000000 Penalty: 5121.942871
	Iteration 63Q: 3 clusters Score -5878983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -5878989.500000 Penalty: 5121.942871
	Iteration 64Q: 3 clusters Score -5878990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -5878984.500000 Penalty: 5121.942871
	Iteration 65Q: 3 clusters Score -5878984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -5878982.000000 Penalty: 5121.942871
	Iteration 66Q: 3 clusters Score -5878982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5878983.500000 Penalty: 5121.942871
	Iteration 67Q: 3 clusters Score -5878984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5878983.500000 Penalty: 5121.942871
	Iteration 68Q: 3 clusters Score -5878984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -5878977.500000 Penalty: 5121.942871
	Iteration 69Q: 3 clusters Score -5878978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5878988.500000 Penalty: 5121.942871
	Iteration 70Q: 3 clusters Score -5878988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5878976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5878979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5878987.500000 Penalty: 5121.942871
	Iteration 73Q: 3 clusters Score -5878988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -5878984.500000 Penalty: 5121.942871
	Iteration 74Q: 3 clusters Score -5878984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -5878986.500000 Penalty: 5121.942871
	Iteration 75Q: 3 clusters Score -5878986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5878992.000000 Penalty: 5121.942871
	Iteration 76Q: 3 clusters Score -5878992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5878986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5878989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -5878985.500000 Penalty: 5121.942871
	Iteration 79Q: 3 clusters Score -5878986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5878990.500000 Penalty: 5121.942871
	Iteration 80F: 3 clusters Score -5878990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -5878978.500000 Penalty: 5121.942871
	Iteration 81Q: 3 clusters Score -5878978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5878981.500000 Penalty: 5121.942871
	Iteration 82Q: 3 clusters Score -5878982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5878982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5878982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -5878977.500000 Penalty: 5121.942871
	Iteration 85Q: 3 clusters Score -5878978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -5878972.500000 Penalty: 5121.942871
	Iteration 86Q: 3 clusters Score -5878972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5878978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -5878981.500000 Penalty: 5121.942871
	Iteration 88Q: 3 clusters Score -5878982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -5878987.500000 Penalty: 5121.942871
	Iteration 89Q: 3 clusters Score -5878988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -5878981.000000 Penalty: 5121.942871
	Iteration 90Q: 3 clusters Score -5878981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5878983.000000 Penalty: 5121.942871
	Iteration 91Q: 3 clusters Score -5878983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5878979.000000 Penalty: 5121.942871
	Iteration 92Q: 3 clusters Score -5878979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5878976.000000 Penalty: 5121.942871
	Iteration 93Q: 3 clusters Score -5878976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5878990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -5878994.500000 Penalty: 5121.942871
	Iteration 95Q: 3 clusters Score -5878994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5878994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -5878987.500000 Penalty: 5121.942871
	Iteration 97Q: 3 clusters Score -5878988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5878998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -5879005.000000 Penalty: 5121.942871
	Iteration 99Q: 3 clusters Score -5879005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5879006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -5879008.500000 Penalty: 5121.942871
	Iteration 101Q: 3 clusters Score -5879008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -5879016.000000 Penalty: 5121.942871
	Iteration 102Q: 3 clusters Score -5879016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5879015.500000 Penalty: 5121.942871
	Iteration 103Q: 3 clusters Score -5879016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -5878997.000000 Penalty: 5121.942871
	Iteration 104Q: 3 clusters Score -5878997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5878998 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5879008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -5879009.500000 Penalty: 5121.942871
	Iteration 107Q: 3 clusters Score -5879010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -5879016.500000 Penalty: 5121.942871
	Iteration 108Q: 3 clusters Score -5879016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -5879020.500000 Penalty: 5121.942871
	Iteration 109Q: 3 clusters Score -5879020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5879026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5879035.000000 Penalty: 5121.942871
	Iteration 111Q: 3 clusters Score -5879035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5879041.500000 Penalty: 5121.942871
	Iteration 112Q: 3 clusters Score -5879042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5879042.500000 Penalty: 5121.942871
	Iteration 113Q: 3 clusters Score -5879042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5879049.500000 Penalty: 5121.942871
	Iteration 114Q: 3 clusters Score -5879050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -5879062.000000 Penalty: 5121.942871
	Iteration 115Q: 3 clusters Score -5879062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -5879053.500000 Penalty: 5121.942871
	Iteration 116Q: 3 clusters Score -5879054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5879072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5879057.000000 Penalty: 5121.942871
	Iteration 118Q: 3 clusters Score -5879057 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5879052.500000 Penalty: 5121.942871
	Iteration 119Q: 3 clusters Score -5879052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5879058.000000 Penalty: 5121.942871
	Iteration 120F: 3 clusters Score -5879058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -5879072.000000 Penalty: 5121.942871
	Iteration 121Q: 3 clusters Score -5879072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5879067.000000 Penalty: 5121.942871
	Iteration 122Q: 3 clusters Score -5879067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -5879077.500000 Penalty: 5121.942871
	Iteration 123Q: 3 clusters Score -5879078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5879078 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5879082.000000 Penalty: 5121.942871
	Iteration 125Q: 3 clusters Score -5879082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5879073.500000 Penalty: 5121.942871
	Iteration 126Q: 3 clusters Score -5879074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5879076.000000 Penalty: 5121.942871
	Iteration 127Q: 3 clusters Score -5879076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5879074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5879093.000000 Penalty: 5121.942871
	Iteration 129Q: 3 clusters Score -5879093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -5879111.000000 Penalty: 5121.942871
	Iteration 130Q: 3 clusters Score -5879111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5879125.000000 Penalty: 5121.942871
	Iteration 131Q: 3 clusters Score -5879125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5879131.500000 Penalty: 5121.942871
	Iteration 132Q: 3 clusters Score -5879132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5879138.000000 Penalty: 5121.942871
	Iteration 133Q: 3 clusters Score -5879138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -5879145.500000 Penalty: 5121.942871
	Iteration 134Q: 3 clusters Score -5879146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -5879170.500000 Penalty: 5121.942871
	Iteration 135Q: 3 clusters Score -5879170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -5879174.500000 Penalty: 5121.942871
	Iteration 136Q: 3 clusters Score -5879174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5879167.000000 Penalty: 5121.942871
	Iteration 137Q: 3 clusters Score -5879167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5879171.500000 Penalty: 5121.942871
	Iteration 138Q: 3 clusters Score -5879172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -5879177.500000 Penalty: 5121.942871
	Iteration 139Q: 3 clusters Score -5879178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -5879204.000000 Penalty: 5121.942871
	Iteration 140F: 3 clusters Score -5879204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5879208.500000 Penalty: 5121.942871
	Iteration 141Q: 3 clusters Score -5879208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -5879208.500000 Penalty: 5121.942871
	Iteration 142Q: 3 clusters Score -5879208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5879203.500000 Penalty: 5121.942871
	Iteration 143Q: 3 clusters Score -5879204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5879211.500000 Penalty: 5121.942871
	Iteration 144Q: 3 clusters Score -5879212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5879219.500000 Penalty: 5121.942871
	Iteration 145Q: 3 clusters Score -5879220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -5879213.000000 Penalty: 5121.942871
	Iteration 146Q: 3 clusters Score -5879213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5879203.000000 Penalty: 5121.942871
	Iteration 147Q: 3 clusters Score -5879203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5879209.000000 Penalty: 5121.942871
	Iteration 148Q: 3 clusters Score -5879209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5879217.500000 Penalty: 5121.942871
	Iteration 149Q: 3 clusters Score -5879218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -5879223.000000 Penalty: 5121.942871
	Iteration 150Q: 3 clusters Score -5879223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -5879233.500000 Penalty: 5121.942871
	Iteration 151Q: 3 clusters Score -5879234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5879239.000000 Penalty: 5121.942871
	Iteration 152Q: 3 clusters Score -5879239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -5879253.500000 Penalty: 5121.942871
	Iteration 153Q: 3 clusters Score -5879254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5879244.000000 Penalty: 5121.942871
	Iteration 154Q: 3 clusters Score -5879244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -5879254.500000 Penalty: 5121.942871
	Iteration 155Q: 3 clusters Score -5879254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -5879261.500000 Penalty: 5121.942871
	Iteration 156Q: 3 clusters Score -5879262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -5879262.000000 Penalty: 5121.942871
	Iteration 157Q: 3 clusters Score -5879262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5879274.500000 Penalty: 5121.942871
	Iteration 158Q: 3 clusters Score -5879274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -5879283.000000 Penalty: 5121.942871
	Iteration 159Q: 3 clusters Score -5879283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -5879287.000000 Penalty: 5121.942871
	Iteration 160F: 3 clusters Score -5879287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -5879308.000000 Penalty: 5121.942871
	Iteration 161Q: 3 clusters Score -5879308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5879310.000000 Penalty: 5121.942871
	Iteration 162Q: 3 clusters Score -5879310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5879304.500000 Penalty: 5121.942871
	Iteration 163Q: 3 clusters Score -5879304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5879309.500000 Penalty: 5121.942871
	Iteration 164Q: 3 clusters Score -5879310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -5879319.500000 Penalty: 5121.942871
	Iteration 165Q: 3 clusters Score -5879320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5879315.500000 Penalty: 5121.942871
	Iteration 166Q: 3 clusters Score -5879316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5879320.000000 Penalty: 5121.942871
	Iteration 167Q: 3 clusters Score -5879320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5879318.000000 Penalty: 5121.942871
	Iteration 168Q: 3 clusters Score -5879318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -5879325.500000 Penalty: 5121.942871
	Iteration 169Q: 3 clusters Score -5879326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5879326.000000 Penalty: 5121.942871
	Iteration 170Q: 3 clusters Score -5879326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5879329.000000 Penalty: 5121.942871
	Iteration 171Q: 3 clusters Score -5879329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5879324.500000 Penalty: 5121.942871
	Iteration 172Q: 3 clusters Score -5879324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -5879321.500000 Penalty: 5121.942871
	Iteration 173Q: 3 clusters Score -5879322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -5879314.000000 Penalty: 5121.942871
	Iteration 174Q: 3 clusters Score -5879314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5879323.500000 Penalty: 5121.942871
	Iteration 175Q: 3 clusters Score -5879324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5879321.500000 Penalty: 5121.942871
	Iteration 176Q: 3 clusters Score -5879322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -5879329.000000 Penalty: 5121.942871
	Iteration 177Q: 3 clusters Score -5879329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -5879328.500000 Penalty: 5121.942871
	Iteration 178Q: 3 clusters Score -5879328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5879332.500000 Penalty: 5121.942871
	Iteration 179Q: 3 clusters Score -5879332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5879334.500000 Penalty: 5121.942871
	Iteration 180F: 3 clusters Score -5879334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5879338.000000 Penalty: 5121.942871
	Iteration 181Q: 3 clusters Score -5879338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5879329.500000 Penalty: 5121.942871
	Iteration 182Q: 3 clusters Score -5879330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5879338.000000 Penalty: 5121.942871
	Iteration 183Q: 3 clusters Score -5879338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5879341.000000 Penalty: 5121.942871
	Iteration 184Q: 3 clusters Score -5879341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5879336.000000 Penalty: 5121.942871
	Iteration 185Q: 3 clusters Score -5879336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5879341.500000 Penalty: 5121.942871
	Iteration 186Q: 3 clusters Score -5879342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5879337.500000 Penalty: 5121.942871
	Iteration 187Q: 3 clusters Score -5879338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5879342.500000 Penalty: 5121.942871
	Iteration 188Q: 3 clusters Score -5879342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5879352.500000 Penalty: 5121.942871
	Iteration 189Q: 3 clusters Score -5879352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5879355.000000 Penalty: 5121.942871
	Iteration 190Q: 3 clusters Score -5879355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5879370.000000 Penalty: 5121.942871
	Iteration 191Q: 3 clusters Score -5879370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5879366.500000 Penalty: 5121.942871
	Iteration 192Q: 3 clusters Score -5879366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5879359.000000 Penalty: 5121.942871
	Iteration 193Q: 3 clusters Score -5879359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5879368.000000 Penalty: 5121.942871
	Iteration 194Q: 3 clusters Score -5879368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5879373.500000 Penalty: 5121.942871
	Iteration 195Q: 3 clusters Score -5879374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5879381.000000 Penalty: 5121.942871
	Iteration 196Q: 3 clusters Score -5879381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5879386.500000 Penalty: 5121.942871
	Iteration 197Q: 3 clusters Score -5879386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5879400.500000 Penalty: 5121.942871
	Iteration 198Q: 3 clusters Score -5879400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5879400.500000 Penalty: 5121.942871
	Iteration 199Q: 3 clusters Score -5879400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5879398.000000 Penalty: 5121.942871
	Iteration 200F: 3 clusters Score -5879398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5879388.000000 Penalty: 5121.942871
	Iteration 201Q: 3 clusters Score -5879388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5879392.500000 Penalty: 5121.942871
	Iteration 202Q: 3 clusters Score -5879392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5879395.500000 Penalty: 5121.942871
	Iteration 203Q: 3 clusters Score -5879396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -5879404.000000 Penalty: 5121.942871
	Iteration 204Q: 3 clusters Score -5879404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5879411.500000 Penalty: 5121.942871
	Iteration 205Q: 3 clusters Score -5879412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5879411.500000 Penalty: 5121.942871
	Iteration 206Q: 3 clusters Score -5879412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5879415.000000 Penalty: 5121.942871
	Iteration 207Q: 3 clusters Score -5879415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5879420.000000 Penalty: 5121.942871
	Iteration 208Q: 3 clusters Score -5879420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5879434.000000 Penalty: 5121.942871
	Iteration 209Q: 3 clusters Score -5879434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5879445.000000 Penalty: 5121.942871
	Iteration 210Q: 3 clusters Score -5879445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5879452.000000 Penalty: 5121.942871
	Iteration 211Q: 3 clusters Score -5879452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5879459.000000 Penalty: 5121.942871
	Iteration 212Q: 3 clusters Score -5879459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5879463.000000 Penalty: 5121.942871
	Iteration 213Q: 3 clusters Score -5879463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5879462.500000 Penalty: 5121.942871
	Iteration 214Q: 3 clusters Score -5879462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5879457.500000 Penalty: 5121.942871
	Iteration 215Q: 3 clusters Score -5879458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5879461.500000 Penalty: 5121.942871
	Iteration 216Q: 3 clusters Score -5879462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5879462.500000 Penalty: 5121.942871
	Iteration 217Q: 3 clusters Score -5879462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -5879465.000000 Penalty: 5121.942871
	Iteration 218Q: 3 clusters Score -5879465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5879469.500000 Penalty: 5121.942871
	Iteration 219Q: 3 clusters Score -5879470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5879478.000000 Penalty: 5121.942871
	Iteration 220F: 3 clusters Score -5879478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5879484.500000 Penalty: 5121.942871
	Iteration 221Q: 3 clusters Score -5879484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5879484.500000 Penalty: 5121.942871
	Iteration 222Q: 3 clusters Score -5879484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5879498.000000 Penalty: 5121.942871
	Iteration 223Q: 3 clusters Score -5879498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5879503.000000 Penalty: 5121.942871
	Iteration 224Q: 3 clusters Score -5879503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5879513.500000 Penalty: 5121.942871
	Iteration 225Q: 3 clusters Score -5879514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5879517.000000 Penalty: 5121.942871
	Iteration 226Q: 3 clusters Score -5879517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -5879533.000000 Penalty: 5121.942871
	Iteration 227Q: 3 clusters Score -5879533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5879529.000000 Penalty: 5121.942871
	Iteration 228Q: 3 clusters Score -5879529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5879526.500000 Penalty: 5121.942871
	Iteration 229Q: 3 clusters Score -5879526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5879538.000000 Penalty: 5121.942871
	Iteration 230Q: 3 clusters Score -5879538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5879532.000000 Penalty: 5121.942871
	Iteration 231Q: 3 clusters Score -5879532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5879539.000000 Penalty: 5121.942871
	Iteration 232Q: 3 clusters Score -5879539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5879538.500000 Penalty: 5121.942871
	Iteration 233Q: 3 clusters Score -5879538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5879550.000000 Penalty: 5121.942871
	Iteration 234Q: 3 clusters Score -5879550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5879545.000000 Penalty: 5121.942871
	Iteration 235Q: 3 clusters Score -5879545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5879547.000000 Penalty: 5121.942871
	Iteration 236Q: 3 clusters Score -5879547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5879555.000000 Penalty: 5121.942871
	Iteration 237Q: 3 clusters Score -5879555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -5879556.500000 Penalty: 5121.942871
	Iteration 238Q: 3 clusters Score -5879556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5879563.000000 Penalty: 5121.942871
	Iteration 239Q: 3 clusters Score -5879563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5879560.000000 Penalty: 5121.942871
	Iteration 240F: 3 clusters Score -5879560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -5879588.500000 Penalty: 5121.942871
	Iteration 241Q: 3 clusters Score -5879588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5879600.500000 Penalty: 5121.942871
	Iteration 242Q: 3 clusters Score -5879600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5879622.000000 Penalty: 5121.942871
	Iteration 243Q: 3 clusters Score -5879622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5879618.500000 Penalty: 5121.942871
	Iteration 244Q: 3 clusters Score -5879618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5879627.500000 Penalty: 5121.942871
	Iteration 245Q: 3 clusters Score -5879628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5879621.500000 Penalty: 5121.942871
	Iteration 246Q: 3 clusters Score -5879622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5879623.000000 Penalty: 5121.942871
	Iteration 247Q: 3 clusters Score -5879623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5879621.500000 Penalty: 5121.942871
	Iteration 248Q: 3 clusters Score -5879622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5879620.500000 Penalty: 5121.942871
	Iteration 249Q: 3 clusters Score -5879620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5879614.000000 Penalty: 5121.942871
	Iteration 250Q: 3 clusters Score -5879614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5879614.000000 Penalty: 5121.942871
	Iteration 251Q: 3 clusters Score -5879614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5879624.000000 Penalty: 5121.942871
	Iteration 252Q: 3 clusters Score -5879624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5879621.500000 Penalty: 5121.942871
	Iteration 253Q: 3 clusters Score -5879622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5879633.000000 Penalty: 5121.942871
	Iteration 254Q: 3 clusters Score -5879633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5879648.000000 Penalty: 5121.942871
	Iteration 255Q: 3 clusters Score -5879648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5879645.000000 Penalty: 5121.942871
	Iteration 256Q: 3 clusters Score -5879645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5879652.000000 Penalty: 5121.942871
	Iteration 257Q: 3 clusters Score -5879652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5879656.000000 Penalty: 5121.942871
	Iteration 258Q: 3 clusters Score -5879656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5879661.500000 Penalty: 5121.942871
	Iteration 259Q: 3 clusters Score -5879662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5879676.000000 Penalty: 5121.942871
	Iteration 260F: 3 clusters Score -5879676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5879686.000000 Penalty: 5121.942871
	Iteration 261Q: 3 clusters Score -5879686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5879695.500000 Penalty: 5121.942871
	Iteration 262Q: 3 clusters Score -5879696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -5879706.000000 Penalty: 5121.942871
	Iteration 263Q: 3 clusters Score -5879706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5879712.000000 Penalty: 5121.942871
	Iteration 264Q: 3 clusters Score -5879712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5879713.500000 Penalty: 5121.942871
	Iteration 265Q: 3 clusters Score -5879714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5879705.500000 Penalty: 5121.942871
	Iteration 266Q: 3 clusters Score -5879706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5879717.500000 Penalty: 5121.942871
	Iteration 267Q: 3 clusters Score -5879718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5879726.000000 Penalty: 5121.942871
	Iteration 268Q: 3 clusters Score -5879726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5879737.500000 Penalty: 5121.942871
	Iteration 269Q: 3 clusters Score -5879738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5879746.500000 Penalty: 5121.942871
	Iteration 270Q: 3 clusters Score -5879746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5879746.000000 Penalty: 5121.942871
	Iteration 271Q: 3 clusters Score -5879746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5879765.000000 Penalty: 5121.942871
	Iteration 272Q: 3 clusters Score -5879765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5879776.500000 Penalty: 5121.942871
	Iteration 273Q: 3 clusters Score -5879776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5879786.500000 Penalty: 5121.942871
	Iteration 274Q: 3 clusters Score -5879786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5879792.500000 Penalty: 5121.942871
	Iteration 275Q: 3 clusters Score -5879792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5879805.000000 Penalty: 5121.942871
	Iteration 276Q: 3 clusters Score -5879805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5879806.500000 Penalty: 5121.942871
	Iteration 277Q: 3 clusters Score -5879806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5879823.000000 Penalty: 5121.942871
	Iteration 278Q: 3 clusters Score -5879823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5879828.500000 Penalty: 5121.942871
	Iteration 279Q: 3 clusters Score -5879828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5879840.500000 Penalty: 5121.942871
	Iteration 280F: 3 clusters Score -5879840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5879839.000000 Penalty: 5121.942871
	Iteration 281Q: 3 clusters Score -5879839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5879854.500000 Penalty: 5121.942871
	Iteration 282Q: 3 clusters Score -5879854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5879863.000000 Penalty: 5121.942871
	Iteration 283Q: 3 clusters Score -5879863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5879868.500000 Penalty: 5121.942871
	Iteration 284Q: 3 clusters Score -5879868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5879873.000000 Penalty: 5121.942871
	Iteration 285Q: 3 clusters Score -5879873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5879878.000000 Penalty: 5121.942871
	Iteration 286Q: 3 clusters Score -5879878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5879873.500000 Penalty: 5121.942871
	Iteration 287Q: 3 clusters Score -5879874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5879876.500000 Penalty: 5121.942871
	Iteration 288Q: 3 clusters Score -5879876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5879889.500000 Penalty: 5121.942871
	Iteration 289Q: 3 clusters Score -5879890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5879887.500000 Penalty: 5121.942871
	Iteration 290Q: 3 clusters Score -5879888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5879895.500000 Penalty: 5121.942871
	Iteration 291Q: 3 clusters Score -5879896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5879895.000000 Penalty: 5121.942871
	Iteration 292Q: 3 clusters Score -5879895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5879896.500000 Penalty: 5121.942871
	Iteration 293Q: 3 clusters Score -5879896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5879900.500000 Penalty: 5121.942871
	Iteration 294Q: 3 clusters Score -5879900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5879899.000000 Penalty: 5121.942871
	Iteration 295Q: 3 clusters Score -5879899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5879894.500000 Penalty: 5121.942871
	Iteration 296Q: 3 clusters Score -5879894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5879896.500000 Penalty: 5121.942871
	Iteration 297Q: 3 clusters Score -5879896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5879909.000000 Penalty: 5121.942871
	Iteration 298Q: 3 clusters Score -5879909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5879910.500000 Penalty: 5121.942871
	Iteration 299Q: 3 clusters Score -5879910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5879904.500000 Penalty: 5121.942871
	Iteration 300F: 3 clusters Score -5879904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5879898.000000 Penalty: 5121.942871
	Iteration 301Q: 3 clusters Score -5879898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5879910.000000 Penalty: 5121.942871
	Iteration 302Q: 3 clusters Score -5879910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5879914.000000 Penalty: 5121.942871
	Iteration 303Q: 3 clusters Score -5879914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5879910.000000 Penalty: 5121.942871
	Iteration 304Q: 3 clusters Score -5879910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5879900.000000 Penalty: 5121.942871
	Iteration 305Q: 3 clusters Score -5879900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5879902.000000 Penalty: 5121.942871
	Iteration 306Q: 3 clusters Score -5879902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5879907.500000 Penalty: 5121.942871
	Iteration 307Q: 3 clusters Score -5879908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5879904.500000 Penalty: 5121.942871
	Iteration 308Q: 3 clusters Score -5879904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5879903.500000 Penalty: 5121.942871
	Iteration 309Q: 3 clusters Score -5879904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5879900.500000 Penalty: 5121.942871
	Iteration 310Q: 3 clusters Score -5879900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5879896.500000 Penalty: 5121.942871
	Iteration 311Q: 3 clusters Score -5879896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5879899.500000 Penalty: 5121.942871
	Iteration 312Q: 3 clusters Score -5879900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5879893.500000 Penalty: 5121.942871
	Iteration 313Q: 3 clusters Score -5879894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5879900.500000 Penalty: 5121.942871
	Iteration 314Q: 3 clusters Score -5879900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5879905.000000 Penalty: 5121.942871
	Iteration 315Q: 3 clusters Score -5879905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5879912.500000 Penalty: 5121.942871
	Iteration 316Q: 3 clusters Score -5879912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5879917.000000 Penalty: 5121.942871
	Iteration 317Q: 3 clusters Score -5879917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5879914.500000 Penalty: 5121.942871
	Iteration 318Q: 3 clusters Score -5879914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5879914.500000 Penalty: 5121.942871
	Iteration 319F: 3 clusters Score -5879914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Entering Unmasked Estep 
Score: -485812.375000 Penalty: 1960.915039
	Iteration 0F: 2 clusters Score -485812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -482700.593750 Penalty: 3921.830078
	Iteration 0F: 3 clusters Score -482700.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -483477.750000 Penalty: 3921.830078
	Iteration 1F: 3 clusters Score -483477.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -483796.500000 Penalty: 3921.830078
	Iteration 2F: 3 clusters Score -483796.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -483979.000000 Penalty: 3921.830078
	Iteration 3F: 3 clusters Score -483979 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -484105.531250 Penalty: 3921.830078
	Iteration 4F: 3 clusters Score -484105.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -484196.468750 Penalty: 3921.830078
	Iteration 5Q: 3 clusters Score -484196.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -484273.312500 Penalty: 3921.830078
	Iteration 6Q: 3 clusters Score -484273.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -484348.500000 Penalty: 3921.830078
	Iteration 7Q: 3 clusters Score -484348.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -484430.437500 Penalty: 3921.830078
	Iteration 8Q: 3 clusters Score -484430.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -484495.312500 Penalty: 3921.830078
	Iteration 9Q: 3 clusters Score -484495.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -484566.531250 Penalty: 3921.830078
	Iteration 10Q: 3 clusters Score -484566.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -484635.687500 Penalty: 3921.830078
	Iteration 11Q: 3 clusters Score -484635.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -484709.093750 Penalty: 3921.830078
	Iteration 12Q: 3 clusters Score -484709.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -484766.843750 Penalty: 3921.830078
	Iteration 13Q: 3 clusters Score -484766.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -484817.718750 Penalty: 3921.830078
	Iteration 14Q: 3 clusters Score -484817.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -484866.812500 Penalty: 3921.830078
	Iteration 15Q: 3 clusters Score -484866.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -484903.750000 Penalty: 3921.830078
	Iteration 16Q: 3 clusters Score -484903.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -484926.187500 Penalty: 3921.830078
	Iteration 17Q: 3 clusters Score -484926.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -484945.781250 Penalty: 3921.830078
	Iteration 18Q: 3 clusters Score -484945.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -484967.687500 Penalty: 3921.830078
	Iteration 19Q: 3 clusters Score -484967.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -484984.687500 Penalty: 3921.830078
	Iteration 20F: 3 clusters Score -484984.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -484997.312500 Penalty: 3921.830078
	Iteration 21Q: 3 clusters Score -484997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -485015.406250 Penalty: 3921.830078
	Iteration 22Q: 3 clusters Score -485015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -485030.687500 Penalty: 3921.830078
	Iteration 23Q: 3 clusters Score -485030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -485045.937500 Penalty: 3921.830078
	Iteration 24Q: 3 clusters Score -485045.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -485057.187500 Penalty: 3921.830078
	Iteration 25Q: 3 clusters Score -485057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -485064.906250 Penalty: 3921.830078
	Iteration 26Q: 3 clusters Score -485064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -485073.406250 Penalty: 3921.830078
	Iteration 27Q: 3 clusters Score -485073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -485077.750000 Penalty: 3921.830078
	Iteration 28Q: 3 clusters Score -485077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -485080.125000 Penalty: 3921.830078
	Iteration 29Q: 3 clusters Score -485080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -485081.781250 Penalty: 3921.830078
	Iteration 30Q: 3 clusters Score -485081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -485082.781250 Penalty: 3921.830078
	Iteration 31Q: 3 clusters Score -485082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -485083.812500 Penalty: 3921.830078
	Iteration 32Q: 3 clusters Score -485083.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -485083.812500 Penalty: 3921.830078
	Iteration 33F: 3 clusters Score -485083.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Entering Unmasked Estep 
Score: -6139965.000000 Penalty: 2569.968750
	Iteration 0F: 2 clusters Score -6139965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6119568.000000 Penalty: 5139.937500
	Iteration 0F: 3 clusters Score -6119568 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -6127631.000000 Penalty: 5139.937500
	Iteration 1F: 3 clusters Score -6127631 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -6128093.000000 Penalty: 5139.937500
	Iteration 2Q: 3 clusters Score -6128093 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -6128481.500000 Penalty: 5139.937500
	Iteration 3Q: 3 clusters Score -6128482 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -6128852.500000 Penalty: 5139.937500
	Iteration 4Q: 3 clusters Score -6128852 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -6129214.000000 Penalty: 5139.937500
	Iteration 5Q: 3 clusters Score -6129214 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -6129588.000000 Penalty: 5139.937500
	Iteration 6Q: 3 clusters Score -6129588 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -6129969.000000 Penalty: 5139.937500
	Iteration 7Q: 3 clusters Score -6129969 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -6130286.000000 Penalty: 5139.937500
	Iteration 8Q: 3 clusters Score -6130286 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -6130651.500000 Penalty: 5139.937500
	Iteration 9Q: 3 clusters Score -6130652 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -6130968.500000 Penalty: 5139.937500
	Iteration 10Q: 3 clusters Score -6130968 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -6131422.500000 Penalty: 5139.937500
	Iteration 11Q: 3 clusters Score -6131422 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -6132098.000000 Penalty: 5139.937500
	Iteration 12Q: 3 clusters Score -6132098 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6132904.500000 Penalty: 5139.937500
	Iteration 13Q: 3 clusters Score -6132904 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -6133755.500000 Penalty: 5139.937500
	Iteration 14Q: 3 clusters Score -6133756 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -6134609.000000 Penalty: 5139.937500
	Iteration 15Q: 3 clusters Score -6134609 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -6135204.500000 Penalty: 5139.937500
	Iteration 16Q: 3 clusters Score -6135204 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -6135569.500000 Penalty: 5139.937500
	Iteration 17Q: 3 clusters Score -6135570 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -6135861.000000 Penalty: 5139.937500
	Iteration 18Q: 3 clusters Score -6135861 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -6136146.000000 Penalty: 5139.937500
	Iteration 19Q: 3 clusters Score -6136146 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6136438.000000 Penalty: 5139.937500
	Iteration 20F: 3 clusters Score -6136438 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6136718.500000 Penalty: 5139.937500
	Iteration 21Q: 3 clusters Score -6136718 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -6136932.500000 Penalty: 5139.937500
	Iteration 22Q: 3 clusters Score -6136932 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6137078.500000 Penalty: 5139.937500
	Iteration 23Q: 3 clusters Score -6137078 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -6137262.500000 Penalty: 5139.937500
	Iteration 24Q: 3 clusters Score -6137262 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6137454.500000 Penalty: 5139.937500
	Iteration 25Q: 3 clusters Score -6137454 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -6137552.500000 Penalty: 5139.937500
	Iteration 26Q: 3 clusters Score -6137552 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6137673.500000 Penalty: 5139.937500
	Iteration 27Q: 3 clusters Score -6137674 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6137727.500000 Penalty: 5139.937500
	Iteration 28Q: 3 clusters Score -6137728 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6137817.500000 Penalty: 5139.937500
	Iteration 29Q: 3 clusters Score -6137818 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6137851.500000 Penalty: 5139.937500
	Iteration 30Q: 3 clusters Score -6137852 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6137891.500000 Penalty: 5139.937500
	Iteration 31Q: 3 clusters Score -6137892 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -6137908.500000 Penalty: 5139.937500
	Iteration 32Q: 3 clusters Score -6137908 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -6137933.500000 Penalty: 5139.937500
	Iteration 33Q: 3 clusters Score -6137934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6137934.500000 Penalty: 5139.937500
	Iteration 34Q: 3 clusters Score -6137934 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6137967.000000 Penalty: 5139.937500
	Iteration 35Q: 3 clusters Score -6137967 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6137975.500000 Penalty: 5139.937500
	Iteration 36Q: 3 clusters Score -6137976 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6137968.000000 Penalty: 5139.937500
	Iteration 37Q: 3 clusters Score -6137968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6137967.000000 Penalty: 5139.937500
	Iteration 38Q: 3 clusters Score -6137967 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6137974.500000 Penalty: 5139.937500
	Iteration 39Q: 3 clusters Score -6137974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6138025.000000 Penalty: 5139.937500
	Iteration 40F: 3 clusters Score -6138025 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6138024.500000 Penalty: 5139.937500
	Iteration 41Q: 3 clusters Score -6138024 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6138039.000000 Penalty: 5139.937500
	Iteration 42Q: 3 clusters Score -6138039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6138054.500000 Penalty: 5139.937500
	Iteration 43Q: 3 clusters Score -6138054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6138065.000000 Penalty: 5139.937500
	Iteration 44Q: 3 clusters Score -6138065 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -6138068.000000 Penalty: 5139.937500
	Iteration 45Q: 3 clusters Score -6138068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6138077.000000 Penalty: 5139.937500
	Iteration 46Q: 3 clusters Score -6138077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6138081.000000 Penalty: 5139.937500
	Iteration 47Q: 3 clusters Score -6138081 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6138072.000000 Penalty: 5139.937500
	Iteration 48Q: 3 clusters Score -6138072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6138067.000000 Penalty: 5139.937500
	Iteration 49Q: 3 clusters Score -6138067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6138064.500000 Penalty: 5139.937500
	Iteration 50Q: 3 clusters Score -6138064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6138072.500000 Penalty: 5139.937500
	Iteration 51Q: 3 clusters Score -6138072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6138078.000000 Penalty: 5139.937500
	Iteration 52Q: 3 clusters Score -6138078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6138064.000000 Penalty: 5139.937500
	Iteration 53Q: 3 clusters Score -6138064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6138065.500000 Penalty: 5139.937500
	Iteration 54Q: 3 clusters Score -6138066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6138062.000000 Penalty: 5139.937500
	Iteration 55Q: 3 clusters Score -6138062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6138059.000000 Penalty: 5139.937500
	Iteration 56Q: 3 clusters Score -6138059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6138050.000000 Penalty: 5139.937500
	Iteration 57Q: 3 clusters Score -6138050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6138053.500000 Penalty: 5139.937500
	Iteration 58Q: 3 clusters Score -6138054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6138051.000000 Penalty: 5139.937500
	Iteration 59Q: 3 clusters Score -6138051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6138033.500000 Penalty: 5139.937500
	Iteration 60F: 3 clusters Score -6138034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6138039.000000 Penalty: 5139.937500
	Iteration 61Q: 3 clusters Score -6138039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6138031.500000 Penalty: 5139.937500
	Iteration 62Q: 3 clusters Score -6138032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6138038.000000 Penalty: 5139.937500
	Iteration 63Q: 3 clusters Score -6138038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6138030.500000 Penalty: 5139.937500
	Iteration 64Q: 3 clusters Score -6138030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6138043.500000 Penalty: 5139.937500
	Iteration 65Q: 3 clusters Score -6138044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -6138049.500000 Penalty: 5139.937500
	Iteration 66Q: 3 clusters Score -6138050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6138063.500000 Penalty: 5139.937500
	Iteration 67Q: 3 clusters Score -6138064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6138066.500000 Penalty: 5139.937500
	Iteration 68Q: 3 clusters Score -6138066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6138058.500000 Penalty: 5139.937500
	Iteration 69Q: 3 clusters Score -6138058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6138064.000000 Penalty: 5139.937500
	Iteration 70Q: 3 clusters Score -6138064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6138062.000000 Penalty: 5139.937500
	Iteration 71Q: 3 clusters Score -6138062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6138063.000000 Penalty: 5139.937500
	Iteration 72Q: 3 clusters Score -6138063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6138056.500000 Penalty: 5139.937500
	Iteration 73Q: 3 clusters Score -6138056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6138059.500000 Penalty: 5139.937500
	Iteration 74Q: 3 clusters Score -6138060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6138065.500000 Penalty: 5139.937500
	Iteration 75Q: 3 clusters Score -6138066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6138059.500000 Penalty: 5139.937500
	Iteration 76Q: 3 clusters Score -6138060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6138069.500000 Penalty: 5139.937500
	Iteration 77Q: 3 clusters Score -6138070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6138062.000000 Penalty: 5139.937500
	Iteration 78Q: 3 clusters Score -6138062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6138054.000000 Penalty: 5139.937500
	Iteration 79Q: 3 clusters Score -6138054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6138044.500000 Penalty: 5139.937500
	Iteration 80F: 3 clusters Score -6138044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6138051.000000 Penalty: 5139.937500
	Iteration 81Q: 3 clusters Score -6138051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6138047.500000 Penalty: 5139.937500
	Iteration 82Q: 3 clusters Score -6138048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6138048.000000 Penalty: 5139.937500
	Iteration 83Q: 3 clusters Score -6138048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6138048.500000 Penalty: 5139.937500
	Iteration 84Q: 3 clusters Score -6138048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6138048.500000 Penalty: 5139.937500
	Iteration 85F: 3 clusters Score -6138048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Entering Unmasked Estep 
Score: -5618722.500000 Penalty: 2532.958740
	Iteration 0F: 2 clusters Score -5618722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5603351.000000 Penalty: 5065.917480
	Iteration 0F: 3 clusters Score -5603351 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -5609856.000000 Penalty: 5065.917480
	Iteration 1F: 3 clusters Score -5609856 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5610413.500000 Penalty: 5065.917480
	Iteration 2F: 3 clusters Score -5610414 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -5610954.500000 Penalty: 5065.917480
	Iteration 3F: 3 clusters Score -5610954 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5611518.000000 Penalty: 5065.917480
	Iteration 4Q: 3 clusters Score -5611518 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5612096.000000 Penalty: 5065.917480
	Iteration 5Q: 3 clusters Score -5612096 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -5612668.000000 Penalty: 5065.917480
	Iteration 6Q: 3 clusters Score -5612668 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5613370.000000 Penalty: 5065.917480
	Iteration 7F: 3 clusters Score -5613370 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5614203.000000 Penalty: 5065.917480
	Iteration 8F: 3 clusters Score -5614203 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -5615290.500000 Penalty: 5065.917480
	Iteration 9F: 3 clusters Score -5615290 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5616511.500000 Penalty: 5065.917480
	Iteration 10F: 3 clusters Score -5616512 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5617518.500000 Penalty: 5065.917480
	Iteration 11F: 3 clusters Score -5617518 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5618086.000000 Penalty: 5065.917480
	Iteration 12Q: 3 clusters Score -5618086 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5618285.500000 Penalty: 5065.917480
	Iteration 13Q: 3 clusters Score -5618286 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5618345.500000 Penalty: 5065.917480
	Iteration 14Q: 3 clusters Score -5618346 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5618431.000000 Penalty: 5065.917480
	Iteration 15Q: 3 clusters Score -5618431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5618482.500000 Penalty: 5065.917480
	Iteration 16Q: 3 clusters Score -5618482 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5618506.000000 Penalty: 5065.917480
	Iteration 17Q: 3 clusters Score -5618506 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -5618498.000000 Penalty: 5065.917480
	Iteration 18Q: 3 clusters Score -5618498 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5618505.000000 Penalty: 5065.917480
	Iteration 19Q: 3 clusters Score -5618505 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -5618527.500000 Penalty: 5065.917480
	Iteration 20F: 3 clusters Score -5618528 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5618542.500000 Penalty: 5065.917480
	Iteration 21Q: 3 clusters Score -5618542 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -5618548.500000 Penalty: 5065.917480
	Iteration 22Q: 3 clusters Score -5618548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5618520.500000 Penalty: 5065.917480
	Iteration 23Q: 3 clusters Score -5618520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -5618504.500000 Penalty: 5065.917480
	Iteration 24Q: 3 clusters Score -5618504 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5618516.000000 Penalty: 5065.917480
	Iteration 25Q: 3 clusters Score -5618516 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -5618523.500000 Penalty: 5065.917480
	Iteration 26Q: 3 clusters Score -5618524 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5618490.500000 Penalty: 5065.917480
	Iteration 27Q: 3 clusters Score -5618490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5618494.000000 Penalty: 5065.917480
	Iteration 28Q: 3 clusters Score -5618494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5618501.500000 Penalty: 5065.917480
	Iteration 29Q: 3 clusters Score -5618502 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5618497.000000 Penalty: 5065.917480
	Iteration 30Q: 3 clusters Score -5618497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5618498.500000 Penalty: 5065.917480
	Iteration 31Q: 3 clusters Score -5618498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -5618509.000000 Penalty: 5065.917480
	Iteration 32Q: 3 clusters Score -5618509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5618513.000000 Penalty: 5065.917480
	Iteration 33Q: 3 clusters Score -5618513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -5618509.500000 Penalty: 5065.917480
	Iteration 34Q: 3 clusters Score -5618510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5618508.500000 Penalty: 5065.917480
	Iteration 35Q: 3 clusters Score -5618508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5618508.000000 Penalty: 5065.917480
	Iteration 36Q: 3 clusters Score -5618508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5618499.000000 Penalty: 5065.917480
	Iteration 37Q: 3 clusters Score -5618499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5618503.500000 Penalty: 5065.917480
	Iteration 38Q: 3 clusters Score -5618504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5618501.000000 Penalty: 5065.917480
	Iteration 39Q: 3 clusters Score -5618501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5618509.000000 Penalty: 5065.917480
	Iteration 40F: 3 clusters Score -5618509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5618513.500000 Penalty: 5065.917480
	Iteration 41Q: 3 clusters Score -5618514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5618508.000000 Penalty: 5065.917480
	Iteration 42Q: 3 clusters Score -5618508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -5618509.000000 Penalty: 5065.917480
	Iteration 43Q: 3 clusters Score -5618509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5618511.000000 Penalty: 5065.917480
	Iteration 44Q: 3 clusters Score -5618511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5618509.000000 Penalty: 5065.917480
	Iteration 45Q: 3 clusters Score -5618509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -5618504.000000 Penalty: 5065.917480
	Iteration 46Q: 3 clusters Score -5618504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5618505.500000 Penalty: 5065.917480
	Iteration 47Q: 3 clusters Score -5618506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5618515.500000 Penalty: 5065.917480
	Iteration 48Q: 3 clusters Score -5618516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5618513.500000 Penalty: 5065.917480
	Iteration 49Q: 3 clusters Score -5618514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -5618520.500000 Penalty: 5065.917480
	Iteration 50Q: 3 clusters Score -5618520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5618526.000000 Penalty: 5065.917480
	Iteration 51Q: 3 clusters Score -5618526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5618516.500000 Penalty: 5065.917480
	Iteration 52Q: 3 clusters Score -5618516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5618521.000000 Penalty: 5065.917480
	Iteration 53Q: 3 clusters Score -5618521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5618517.000000 Penalty: 5065.917480
	Iteration 54Q: 3 clusters Score -5618517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5618523.000000 Penalty: 5065.917480
	Iteration 55Q: 3 clusters Score -5618523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5618524.000000 Penalty: 5065.917480
	Iteration 56Q: 3 clusters Score -5618524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5618517.000000 Penalty: 5065.917480
	Iteration 57Q: 3 clusters Score -5618517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5618512.500000 Penalty: 5065.917480
	Iteration 58Q: 3 clusters Score -5618512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5618515.000000 Penalty: 5065.917480
	Iteration 59Q: 3 clusters Score -5618515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5618510.000000 Penalty: 5065.917480
	Iteration 60F: 3 clusters Score -5618510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5618520.500000 Penalty: 5065.917480
	Iteration 61Q: 3 clusters Score -5618520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5618518.000000 Penalty: 5065.917480
	Iteration 62Q: 3 clusters Score -5618518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -5618524.000000 Penalty: 5065.917480
	Iteration 63Q: 3 clusters Score -5618524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5618528.500000 Penalty: 5065.917480
	Iteration 64Q: 3 clusters Score -5618528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5618525.000000 Penalty: 5065.917480
	Iteration 65Q: 3 clusters Score -5618525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5618522.500000 Penalty: 5065.917480
	Iteration 66Q: 3 clusters Score -5618522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5618520.000000 Penalty: 5065.917480
	Iteration 67Q: 3 clusters Score -5618520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5618522.000000 Penalty: 5065.917480
	Iteration 68Q: 3 clusters Score -5618522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5618529.500000 Penalty: 5065.917480
	Iteration 69Q: 3 clusters Score -5618530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5618526.000000 Penalty: 5065.917480
	Iteration 70Q: 3 clusters Score -5618526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5618530.000000 Penalty: 5065.917480
	Iteration 71Q: 3 clusters Score -5618530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5618523.500000 Penalty: 5065.917480
	Iteration 72Q: 3 clusters Score -5618524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5618522.000000 Penalty: 5065.917480
	Iteration 73Q: 3 clusters Score -5618522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5618522.000000 Penalty: 5065.917480
	Iteration 74Q: 3 clusters Score -5618522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -5618524.500000 Penalty: 5065.917480
	Iteration 75Q: 3 clusters Score -5618524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5618525.000000 Penalty: 5065.917480
	Iteration 76Q: 3 clusters Score -5618525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5618525.000000 Penalty: 5065.917480
	Iteration 77F: 3 clusters Score -5618525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Entering Unmasked Estep 
Score: -5572377.500000 Penalty: 2544.637939
	Iteration 0F: 2 clusters Score -5572378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -5554143.500000 Penalty: 5089.275879
	Iteration 0F: 3 clusters Score -5554144 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5561037.000000 Penalty: 5089.275879
	Iteration 1F: 3 clusters Score -5561037 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -5561429.500000 Penalty: 5089.275879
	Iteration 2Q: 3 clusters Score -5561430 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -5561783.000000 Penalty: 5089.275879
	Iteration 3Q: 3 clusters Score -5561783 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5562113.500000 Penalty: 5089.275879
	Iteration 4Q: 3 clusters Score -5562114 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5562519.000000 Penalty: 5089.275879
	Iteration 5Q: 3 clusters Score -5562519 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -5562979.500000 Penalty: 5089.275879
	Iteration 6Q: 3 clusters Score -5562980 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5563507.000000 Penalty: 5089.275879
	Iteration 7Q: 3 clusters Score -5563507 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -5564215.500000 Penalty: 5089.275879
	Iteration 8Q: 3 clusters Score -5564216 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5565009.000000 Penalty: 5089.275879
	Iteration 9F: 3 clusters Score -5565009 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -5565906.500000 Penalty: 5089.275879
	Iteration 10Q: 3 clusters Score -5565906 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5566758.000000 Penalty: 5089.275879
	Iteration 11Q: 3 clusters Score -5566758 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -5567791.000000 Penalty: 5089.275879
	Iteration 12Q: 3 clusters Score -5567791 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5568679.000000 Penalty: 5089.275879
	Iteration 13Q: 3 clusters Score -5568679 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5569197.500000 Penalty: 5089.275879
	Iteration 14Q: 3 clusters Score -5569198 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5569571.000000 Penalty: 5089.275879
	Iteration 15Q: 3 clusters Score -5569571 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -5569746.000000 Penalty: 5089.275879
	Iteration 16Q: 3 clusters Score -5569746 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5569872.500000 Penalty: 5089.275879
	Iteration 17Q: 3 clusters Score -5569872 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5569981.500000 Penalty: 5089.275879
	Iteration 18Q: 3 clusters Score -5569982 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5570041.500000 Penalty: 5089.275879
	Iteration 19Q: 3 clusters Score -5570042 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5570095.500000 Penalty: 5089.275879
	Iteration 20F: 3 clusters Score -5570096 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5570129.500000 Penalty: 5089.275879
	Iteration 21Q: 3 clusters Score -5570130 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5570208.500000 Penalty: 5089.275879
	Iteration 22Q: 3 clusters Score -5570208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5570225.500000 Penalty: 5089.275879
	Iteration 23Q: 3 clusters Score -5570226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5570261.500000 Penalty: 5089.275879
	Iteration 24Q: 3 clusters Score -5570262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5570275.000000 Penalty: 5089.275879
	Iteration 25Q: 3 clusters Score -5570275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5570285.500000 Penalty: 5089.275879
	Iteration 26Q: 3 clusters Score -5570286 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5570306.500000 Penalty: 5089.275879
	Iteration 27Q: 3 clusters Score -5570306 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5570315.000000 Penalty: 5089.275879
	Iteration 28Q: 3 clusters Score -5570315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5570329.500000 Penalty: 5089.275879
	Iteration 29Q: 3 clusters Score -5570330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5570346.000000 Penalty: 5089.275879
	Iteration 30Q: 3 clusters Score -5570346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5570353.500000 Penalty: 5089.275879
	Iteration 31Q: 3 clusters Score -5570354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5570367.500000 Penalty: 5089.275879
	Iteration 32Q: 3 clusters Score -5570368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5570366.000000 Penalty: 5089.275879
	Iteration 33Q: 3 clusters Score -5570366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5570374.000000 Penalty: 5089.275879
	Iteration 34Q: 3 clusters Score -5570374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5570377.000000 Penalty: 5089.275879
	Iteration 35Q: 3 clusters Score -5570377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5570376.500000 Penalty: 5089.275879
	Iteration 36Q: 3 clusters Score -5570376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5570375.000000 Penalty: 5089.275879
	Iteration 37Q: 3 clusters Score -5570375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5570380.000000 Penalty: 5089.275879
	Iteration 38Q: 3 clusters Score -5570380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5570385.500000 Penalty: 5089.275879
	Iteration 39Q: 3 clusters Score -5570386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5570382.500000 Penalty: 5089.275879
	Iteration 40F: 3 clusters Score -5570382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5570396.000000 Penalty: 5089.275879
	Iteration 41Q: 3 clusters Score -5570396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5570397.500000 Penalty: 5089.275879
	Iteration 42Q: 3 clusters Score -5570398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5570394.000000 Penalty: 5089.275879
	Iteration 43Q: 3 clusters Score -5570394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5570392.000000 Penalty: 5089.275879
	Iteration 44Q: 3 clusters Score -5570392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5570387.000000 Penalty: 5089.275879
	Iteration 45Q: 3 clusters Score -5570387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5570393.500000 Penalty: 5089.275879
	Iteration 46Q: 3 clusters Score -5570394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5570398.500000 Penalty: 5089.275879
	Iteration 47Q: 3 clusters Score -5570398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5570400.500000 Penalty: 5089.275879
	Iteration 48Q: 3 clusters Score -5570400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5570400.500000 Penalty: 5089.275879
	Iteration 49Q: 3 clusters Score -5570400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5570402.000000 Penalty: 5089.275879
	Iteration 50Q: 3 clusters Score -5570402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5570402.000000 Penalty: 5089.275879
	Iteration 51Q: 3 clusters Score -5570402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5570403.000000 Penalty: 5089.275879
	Iteration 52Q: 3 clusters Score -5570403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5570399.000000 Penalty: 5089.275879
	Iteration 53Q: 3 clusters Score -5570399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5570406.000000 Penalty: 5089.275879
	Iteration 54Q: 3 clusters Score -5570406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5570408.000000 Penalty: 5089.275879
	Iteration 55Q: 3 clusters Score -5570408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5570407.500000 Penalty: 5089.275879
	Iteration 56Q: 3 clusters Score -5570408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5570399.500000 Penalty: 5089.275879
	Iteration 57Q: 3 clusters Score -5570400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5570409.000000 Penalty: 5089.275879
	Iteration 58Q: 3 clusters Score -5570409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5570410.000000 Penalty: 5089.275879
	Iteration 59Q: 3 clusters Score -5570410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5570410.000000 Penalty: 5089.275879
	Iteration 60F: 3 clusters Score -5570410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Entering Unmasked Estep 
Score: -799741.562500 Penalty: 2068.374023
	Iteration 0F: 2 clusters Score -799741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -795742.687500 Penalty: 4136.748047
	Iteration 0F: 3 clusters Score -795742.7 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -796668.125000 Penalty: 4136.748047
	Iteration 1F: 3 clusters Score -796668.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -796848.375000 Penalty: 4136.748047
	Iteration 2F: 3 clusters Score -796848.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -796954.750000 Penalty: 4136.748047
	Iteration 3F: 3 clusters Score -796954.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -797021.125000 Penalty: 4136.748047
	Iteration 4Q: 3 clusters Score -797021.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -797058.750000 Penalty: 4136.748047
	Iteration 5Q: 3 clusters Score -797058.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -797080.875000 Penalty: 4136.748047
	Iteration 6Q: 3 clusters Score -797080.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -797098.187500 Penalty: 4136.748047
	Iteration 7Q: 3 clusters Score -797098.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -797113.437500 Penalty: 4136.748047
	Iteration 8Q: 3 clusters Score -797113.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -797123.812500 Penalty: 4136.748047
	Iteration 9Q: 3 clusters Score -797123.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -797132.500000 Penalty: 4136.748047
	Iteration 10Q: 3 clusters Score -797132.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -797144.500000 Penalty: 4136.748047
	Iteration 11Q: 3 clusters Score -797144.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -797152.187500 Penalty: 4136.748047
	Iteration 12Q: 3 clusters Score -797152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -797164.125000 Penalty: 4136.748047
	Iteration 13Q: 3 clusters Score -797164.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -797173.937500 Penalty: 4136.748047
	Iteration 14Q: 3 clusters Score -797173.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -797181.062500 Penalty: 4136.748047
	Iteration 15Q: 3 clusters Score -797181.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -797186.312500 Penalty: 4136.748047
	Iteration 16Q: 3 clusters Score -797186.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -797190.750000 Penalty: 4136.748047
	Iteration 17Q: 3 clusters Score -797190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -797192.625000 Penalty: 4136.748047
	Iteration 18Q: 3 clusters Score -797192.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -797195.125000 Penalty: 4136.748047
	Iteration 19Q: 3 clusters Score -797195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -797196.812500 Penalty: 4136.748047
	Iteration 20F: 3 clusters Score -797196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -797199.750000 Penalty: 4136.748047
	Iteration 21Q: 3 clusters Score -797199.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -797202.437500 Penalty: 4136.748047
	Iteration 22Q: 3 clusters Score -797202.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -797203.187500 Penalty: 4136.748047
	Iteration 23Q: 3 clusters Score -797203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -797203.187500 Penalty: 4136.748047
	Iteration 24F: 3 clusters Score -797203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Entering Unmasked Estep 
Score: -4756931.000000 Penalty: 2520.252197
	Iteration 0F: 2 clusters Score -4756931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4739041.500000 Penalty: 5040.504395
	Iteration 0F: 3 clusters Score -4739042 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4745158.000000 Penalty: 5040.504395
	Iteration 1F: 3 clusters Score -4745158 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4745498.000000 Penalty: 5040.504395
	Iteration 2Q: 3 clusters Score -4745498 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4745775.500000 Penalty: 5040.504395
	Iteration 3Q: 3 clusters Score -4745776 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -4746002.500000 Penalty: 5040.504395
	Iteration 4Q: 3 clusters Score -4746002 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -4746215.000000 Penalty: 5040.504395
	Iteration 5Q: 3 clusters Score -4746215 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4746416.000000 Penalty: 5040.504395
	Iteration 6Q: 3 clusters Score -4746416 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4746676.500000 Penalty: 5040.504395
	Iteration 7Q: 3 clusters Score -4746676 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4746885.000000 Penalty: 5040.504395
	Iteration 8Q: 3 clusters Score -4746885 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4747157.000000 Penalty: 5040.504395
	Iteration 9Q: 3 clusters Score -4747157 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -4747482.500000 Penalty: 5040.504395
	Iteration 10Q: 3 clusters Score -4747482 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4747965.000000 Penalty: 5040.504395
	Iteration 11Q: 3 clusters Score -4747965 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -4748598.500000 Penalty: 5040.504395
	Iteration 12Q: 3 clusters Score -4748598 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4749492.000000 Penalty: 5040.504395
	Iteration 13F: 3 clusters Score -4749492 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4750582.500000 Penalty: 5040.504395
	Iteration 14F: 3 clusters Score -4750582 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4751748.000000 Penalty: 5040.504395
	Iteration 15Q: 3 clusters Score -4751748 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4752614.500000 Penalty: 5040.504395
	Iteration 16Q: 3 clusters Score -4752614 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4753267.000000 Penalty: 5040.504395
	Iteration 17Q: 3 clusters Score -4753267 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4753682.000000 Penalty: 5040.504395
	Iteration 18Q: 3 clusters Score -4753682 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4753940.000000 Penalty: 5040.504395
	Iteration 19Q: 3 clusters Score -4753940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4754107.000000 Penalty: 5040.504395
	Iteration 20F: 3 clusters Score -4754107 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4754214.000000 Penalty: 5040.504395
	Iteration 21Q: 3 clusters Score -4754214 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4754323.500000 Penalty: 5040.504395
	Iteration 22Q: 3 clusters Score -4754324 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4754418.000000 Penalty: 5040.504395
	Iteration 23Q: 3 clusters Score -4754418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4754503.000000 Penalty: 5040.504395
	Iteration 24Q: 3 clusters Score -4754503 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4754554.000000 Penalty: 5040.504395
	Iteration 25Q: 3 clusters Score -4754554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4754624.000000 Penalty: 5040.504395
	Iteration 26Q: 3 clusters Score -4754624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4754666.000000 Penalty: 5040.504395
	Iteration 27Q: 3 clusters Score -4754666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4754705.000000 Penalty: 5040.504395
	Iteration 28Q: 3 clusters Score -4754705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4754719.500000 Penalty: 5040.504395
	Iteration 29Q: 3 clusters Score -4754720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4754735.000000 Penalty: 5040.504395
	Iteration 30Q: 3 clusters Score -4754735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4754744.500000 Penalty: 5040.504395
	Iteration 31Q: 3 clusters Score -4754744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4754749.000000 Penalty: 5040.504395
	Iteration 32Q: 3 clusters Score -4754749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4754756.000000 Penalty: 5040.504395
	Iteration 33Q: 3 clusters Score -4754756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4754753.500000 Penalty: 5040.504395
	Iteration 34Q: 3 clusters Score -4754754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4754759.000000 Penalty: 5040.504395
	Iteration 35Q: 3 clusters Score -4754759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4754759.000000 Penalty: 5040.504395
	Iteration 36Q: 3 clusters Score -4754759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4754759.000000 Penalty: 5040.504395
	Iteration 37F: 3 clusters Score -4754759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Entering Unmasked Estep 
Score: -4999440.000000 Penalty: 2505.135986
	Iteration 0F: 2 clusters Score -4999440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4985074.500000 Penalty: 5010.271973
	Iteration 0F: 3 clusters Score -4985074 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4990874.000000 Penalty: 5010.271973
	Iteration 1F: 3 clusters Score -4990874 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4991280.500000 Penalty: 5010.271973
	Iteration 2F: 3 clusters Score -4991280 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4991568.000000 Penalty: 5010.271973
	Iteration 3Q: 3 clusters Score -4991568 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4991823.500000 Penalty: 5010.271973
	Iteration 4Q: 3 clusters Score -4991824 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4992033.000000 Penalty: 5010.271973
	Iteration 5Q: 3 clusters Score -4992033 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -4992222.500000 Penalty: 5010.271973
	Iteration 6Q: 3 clusters Score -4992222 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4992394.000000 Penalty: 5010.271973
	Iteration 7Q: 3 clusters Score -4992394 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4992588.500000 Penalty: 5010.271973
	Iteration 8Q: 3 clusters Score -4992588 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4992879.000000 Penalty: 5010.271973
	Iteration 9Q: 3 clusters Score -4992879 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -4993255.500000 Penalty: 5010.271973
	Iteration 10Q: 3 clusters Score -4993256 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4993755.500000 Penalty: 5010.271973
	Iteration 11Q: 3 clusters Score -4993756 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4994386.500000 Penalty: 5010.271973
	Iteration 12Q: 3 clusters Score -4994386 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4995104.000000 Penalty: 5010.271973
	Iteration 13Q: 3 clusters Score -4995104 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4995728.000000 Penalty: 5010.271973
	Iteration 14Q: 3 clusters Score -4995728 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4996243.500000 Penalty: 5010.271973
	Iteration 15Q: 3 clusters Score -4996244 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4996591.500000 Penalty: 5010.271973
	Iteration 16Q: 3 clusters Score -4996592 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4996821.500000 Penalty: 5010.271973
	Iteration 17Q: 3 clusters Score -4996822 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4996998.500000 Penalty: 5010.271973
	Iteration 18Q: 3 clusters Score -4996998 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4997145.000000 Penalty: 5010.271973
	Iteration 19Q: 3 clusters Score -4997145 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4997320.000000 Penalty: 5010.271973
	Iteration 20F: 3 clusters Score -4997320 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4997477.000000 Penalty: 5010.271973
	Iteration 21Q: 3 clusters Score -4997477 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4997694.000000 Penalty: 5010.271973
	Iteration 22Q: 3 clusters Score -4997694 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4997882.000000 Penalty: 5010.271973
	Iteration 23Q: 3 clusters Score -4997882 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4998007.000000 Penalty: 5010.271973
	Iteration 24Q: 3 clusters Score -4998007 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -4998138.000000 Penalty: 5010.271973
	Iteration 25Q: 3 clusters Score -4998138 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4998230.500000 Penalty: 5010.271973
	Iteration 26Q: 3 clusters Score -4998230 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4998298.000000 Penalty: 5010.271973
	Iteration 27Q: 3 clusters Score -4998298 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4998323.500000 Penalty: 5010.271973
	Iteration 28Q: 3 clusters Score -4998324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4998354.000000 Penalty: 5010.271973
	Iteration 29Q: 3 clusters Score -4998354 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4998385.500000 Penalty: 5010.271973
	Iteration 30Q: 3 clusters Score -4998386 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4998386.500000 Penalty: 5010.271973
	Iteration 31Q: 3 clusters Score -4998386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4998391.500000 Penalty: 5010.271973
	Iteration 32Q: 3 clusters Score -4998392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4998395.000000 Penalty: 5010.271973
	Iteration 33Q: 3 clusters Score -4998395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4998386.000000 Penalty: 5010.271973
	Iteration 34Q: 3 clusters Score -4998386 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4998377.500000 Penalty: 5010.271973
	Iteration 35Q: 3 clusters Score -4998378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4998378.500000 Penalty: 5010.271973
	Iteration 36Q: 3 clusters Score -4998378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4998379.000000 Penalty: 5010.271973
	Iteration 37Q: 3 clusters Score -4998379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4998395.000000 Penalty: 5010.271973
	Iteration 38Q: 3 clusters Score -4998395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4998395.000000 Penalty: 5010.271973
	Iteration 39Q: 3 clusters Score -4998395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4998405.500000 Penalty: 5010.271973
	Iteration 40F: 3 clusters Score -4998406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4998403.500000 Penalty: 5010.271973
	Iteration 41Q: 3 clusters Score -4998404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -4998413.000000 Penalty: 5010.271973
	Iteration 42Q: 3 clusters Score -4998413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4998411.500000 Penalty: 5010.271973
	Iteration 43Q: 3 clusters Score -4998412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4998415.000000 Penalty: 5010.271973
	Iteration 44Q: 3 clusters Score -4998415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4998407.500000 Penalty: 5010.271973
	Iteration 45Q: 3 clusters Score -4998408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4998405.500000 Penalty: 5010.271973
	Iteration 46Q: 3 clusters Score -4998406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4998412.500000 Penalty: 5010.271973
	Iteration 47Q: 3 clusters Score -4998412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4998417.000000 Penalty: 5010.271973
	Iteration 48Q: 3 clusters Score -4998417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4998412.500000 Penalty: 5010.271973
	Iteration 49Q: 3 clusters Score -4998412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4998411.500000 Penalty: 5010.271973
	Iteration 50Q: 3 clusters Score -4998412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4998415.500000 Penalty: 5010.271973
	Iteration 51Q: 3 clusters Score -4998416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4998419.000000 Penalty: 5010.271973
	Iteration 52Q: 3 clusters Score -4998419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4998415.000000 Penalty: 5010.271973
	Iteration 53Q: 3 clusters Score -4998415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4998417.000000 Penalty: 5010.271973
	Iteration 54Q: 3 clusters Score -4998417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -4998416.500000 Penalty: 5010.271973
	Iteration 55Q: 3 clusters Score -4998416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4998419.500000 Penalty: 5010.271973
	Iteration 56Q: 3 clusters Score -4998420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -4998419.500000 Penalty: 5010.271973
	Iteration 57F: 3 clusters Score -4998420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Entering Unmasked Estep 
Score: -6415822.500000 Penalty: 2585.396484
	Iteration 0F: 2 clusters Score -6415822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6394016.500000 Penalty: 5170.792969
	Iteration 0F: 3 clusters Score -6394016 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -6402397.500000 Penalty: 5170.792969
	Iteration 1F: 3 clusters Score -6402398 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6403060.500000 Penalty: 5170.792969
	Iteration 2Q: 3 clusters Score -6403060 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -6403794.000000 Penalty: 5170.792969
	Iteration 3Q: 3 clusters Score -6403794 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -6404583.500000 Penalty: 5170.792969
	Iteration 4F: 3 clusters Score -6404584 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6405571.500000 Penalty: 5170.792969
	Iteration 5F: 3 clusters Score -6405572 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -6406901.000000 Penalty: 5170.792969
	Iteration 6F: 3 clusters Score -6406901 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6408654.000000 Penalty: 5170.792969
	Iteration 7F: 3 clusters Score -6408654 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -6410626.000000 Penalty: 5170.792969
	Iteration 8F: 3 clusters Score -6410626 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -6412347.000000 Penalty: 5170.792969
	Iteration 9F: 3 clusters Score -6412347 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6413195.000000 Penalty: 5170.792969
	Iteration 10Q: 3 clusters Score -6413195 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -6413516.000000 Penalty: 5170.792969
	Iteration 11Q: 3 clusters Score -6413516 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -6413615.500000 Penalty: 5170.792969
	Iteration 12Q: 3 clusters Score -6413616 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6413638 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6413692 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -6413719.500000 Penalty: 5170.792969
	Iteration 15Q: 3 clusters Score -6413720 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -6413738.500000 Penalty: 5170.792969
	Iteration 16Q: 3 clusters Score -6413738 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6413742.500000 Penalty: 5170.792969
	Iteration 17Q: 3 clusters Score -6413742 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -6413747.000000 Penalty: 5170.792969
	Iteration 18Q: 3 clusters Score -6413747 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6413783.500000 Penalty: 5170.792969
	Iteration 19Q: 3 clusters Score -6413784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -6413794.500000 Penalty: 5170.792969
	Iteration 20F: 3 clusters Score -6413794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -6413820.000000 Penalty: 5170.792969
	Iteration 21Q: 3 clusters Score -6413820 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -6413835.000000 Penalty: 5170.792969
	Iteration 22Q: 3 clusters Score -6413835 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -6413835.500000 Penalty: 5170.792969
	Iteration 23Q: 3 clusters Score -6413836 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6413858.500000 Penalty: 5170.792969
	Iteration 24Q: 3 clusters Score -6413858 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -6413888.000000 Penalty: 5170.792969
	Iteration 25Q: 3 clusters Score -6413888 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6413905.000000 Penalty: 5170.792969
	Iteration 26Q: 3 clusters Score -6413905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -6413935.500000 Penalty: 5170.792969
	Iteration 27Q: 3 clusters Score -6413936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -6413968.000000 Penalty: 5170.792969
	Iteration 28Q: 3 clusters Score -6413968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -6413968.500000 Penalty: 5170.792969
	Iteration 29Q: 3 clusters Score -6413968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -6413976.000000 Penalty: 5170.792969
	Iteration 30Q: 3 clusters Score -6413976 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -6414001.000000 Penalty: 5170.792969
	Iteration 31Q: 3 clusters Score -6414001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6414005.500000 Penalty: 5170.792969
	Iteration 32Q: 3 clusters Score -6414006 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6414019.000000 Penalty: 5170.792969
	Iteration 33Q: 3 clusters Score -6414019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -6414026.000000 Penalty: 5170.792969
	Iteration 34Q: 3 clusters Score -6414026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -6414020.500000 Penalty: 5170.792969
	Iteration 35Q: 3 clusters Score -6414020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -6414025.000000 Penalty: 5170.792969
	Iteration 36Q: 3 clusters Score -6414025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6414035.000000 Penalty: 5170.792969
	Iteration 37Q: 3 clusters Score -6414035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6414035.500000 Penalty: 5170.792969
	Iteration 38Q: 3 clusters Score -6414036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -6414039.000000 Penalty: 5170.792969
	Iteration 39Q: 3 clusters Score -6414039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -6414042.000000 Penalty: 5170.792969
	Iteration 40F: 3 clusters Score -6414042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6414042.000000 Penalty: 5170.792969
	Iteration 41Q: 3 clusters Score -6414042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6414041.500000 Penalty: 5170.792969
	Iteration 42Q: 3 clusters Score -6414042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -6414045.000000 Penalty: 5170.792969
	Iteration 43Q: 3 clusters Score -6414045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6414050.000000 Penalty: 5170.792969
	Iteration 44Q: 3 clusters Score -6414050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -6414050.500000 Penalty: 5170.792969
	Iteration 45Q: 3 clusters Score -6414050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -6414045.000000 Penalty: 5170.792969
	Iteration 46Q: 3 clusters Score -6414045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -6414047.000000 Penalty: 5170.792969
	Iteration 47Q: 3 clusters Score -6414047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -6414051.000000 Penalty: 5170.792969
	Iteration 48Q: 3 clusters Score -6414051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -6414051.000000 Penalty: 5170.792969
	Iteration 49Q: 3 clusters Score -6414051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6414054.000000 Penalty: 5170.792969
	Iteration 50Q: 3 clusters Score -6414054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6414052.000000 Penalty: 5170.792969
	Iteration 51Q: 3 clusters Score -6414052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6414053.500000 Penalty: 5170.792969
	Iteration 52Q: 3 clusters Score -6414054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -6414054.500000 Penalty: 5170.792969
	Iteration 53Q: 3 clusters Score -6414054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -6414057.000000 Penalty: 5170.792969
	Iteration 54Q: 3 clusters Score -6414057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -6414059.500000 Penalty: 5170.792969
	Iteration 55Q: 3 clusters Score -6414060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -6414062.500000 Penalty: 5170.792969
	Iteration 56Q: 3 clusters Score -6414062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -6414058.000000 Penalty: 5170.792969
	Iteration 57Q: 3 clusters Score -6414058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -6414060.500000 Penalty: 5170.792969
	Iteration 58Q: 3 clusters Score -6414060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -6414057.000000 Penalty: 5170.792969
	Iteration 59Q: 3 clusters Score -6414057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -6414059.000000 Penalty: 5170.792969
	Iteration 60F: 3 clusters Score -6414059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -6414062.000000 Penalty: 5170.792969
	Iteration 61Q: 3 clusters Score -6414062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -6414069.500000 Penalty: 5170.792969
	Iteration 62Q: 3 clusters Score -6414070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -6414069.000000 Penalty: 5170.792969
	Iteration 63Q: 3 clusters Score -6414069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -6414066.000000 Penalty: 5170.792969
	Iteration 64Q: 3 clusters Score -6414066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -6414069.500000 Penalty: 5170.792969
	Iteration 65Q: 3 clusters Score -6414070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -6414063.000000 Penalty: 5170.792969
	Iteration 66Q: 3 clusters Score -6414063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -6414069.500000 Penalty: 5170.792969
	Iteration 67Q: 3 clusters Score -6414070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -6414071.500000 Penalty: 5170.792969
	Iteration 68Q: 3 clusters Score -6414072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -6414077.500000 Penalty: 5170.792969
	Iteration 69Q: 3 clusters Score -6414078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -6414075.500000 Penalty: 5170.792969
	Iteration 70Q: 3 clusters Score -6414076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6414075.500000 Penalty: 5170.792969
	Iteration 71Q: 3 clusters Score -6414076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -6414075.500000 Penalty: 5170.792969
	Iteration 72Q: 3 clusters Score -6414076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -6414077.000000 Penalty: 5170.792969
	Iteration 73Q: 3 clusters Score -6414077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -6414088.500000 Penalty: 5170.792969
	Iteration 74Q: 3 clusters Score -6414088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -6414073.000000 Penalty: 5170.792969
	Iteration 75Q: 3 clusters Score -6414073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -6414077.000000 Penalty: 5170.792969
	Iteration 76Q: 3 clusters Score -6414077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -6414074.500000 Penalty: 5170.792969
	Iteration 77Q: 3 clusters Score -6414074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -6414081.000000 Penalty: 5170.792969
	Iteration 78Q: 3 clusters Score -6414081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6414086.500000 Penalty: 5170.792969
	Iteration 79Q: 3 clusters Score -6414086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -6414077.500000 Penalty: 5170.792969
	Iteration 80F: 3 clusters Score -6414078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -6414084.000000 Penalty: 5170.792969
	Iteration 81Q: 3 clusters Score -6414084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -6414076.000000 Penalty: 5170.792969
	Iteration 82Q: 3 clusters Score -6414076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6414084.000000 Penalty: 5170.792969
	Iteration 83Q: 3 clusters Score -6414084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -6414081.000000 Penalty: 5170.792969
	Iteration 84Q: 3 clusters Score -6414081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6414084.500000 Penalty: 5170.792969
	Iteration 85Q: 3 clusters Score -6414084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6414095.500000 Penalty: 5170.792969
	Iteration 86Q: 3 clusters Score -6414096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -6414096.000000 Penalty: 5170.792969
	Iteration 87Q: 3 clusters Score -6414096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6414094.000000 Penalty: 5170.792969
	Iteration 88Q: 3 clusters Score -6414094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6414095.000000 Penalty: 5170.792969
	Iteration 89Q: 3 clusters Score -6414095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6414093.500000 Penalty: 5170.792969
	Iteration 90Q: 3 clusters Score -6414094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6414096.500000 Penalty: 5170.792969
	Iteration 91Q: 3 clusters Score -6414096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6414091.500000 Penalty: 5170.792969
	Iteration 92Q: 3 clusters Score -6414092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6414091.500000 Penalty: 5170.792969
	Iteration 93F: 3 clusters Score -6414092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Entering Unmasked Estep 
Score: -8449030.000000 Penalty: 2651.309082
	Iteration 0F: 2 clusters Score -8449030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8422757.000000 Penalty: 5302.618164
	Iteration 0F: 3 clusters Score -8422757 nChanged 20227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -8434313.000000 Penalty: 5302.618164
	Iteration 1F: 3 clusters Score -8434313 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -8434881.000000 Penalty: 5302.618164
	Iteration 2Q: 3 clusters Score -8434881 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8435433.000000 Penalty: 5302.618164
	Iteration 3Q: 3 clusters Score -8435433 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8436150.000000 Penalty: 5302.618164
	Iteration 4Q: 3 clusters Score -8436150 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -8437003.000000 Penalty: 5302.618164
	Iteration 5Q: 3 clusters Score -8437003 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8438159.000000 Penalty: 5302.618164
	Iteration 6Q: 3 clusters Score -8438159 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8439650.000000 Penalty: 5302.618164
	Iteration 7F: 3 clusters Score -8439650 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -8441513.000000 Penalty: 5302.618164
	Iteration 8F: 3 clusters Score -8441513 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -8443227.000000 Penalty: 5302.618164
	Iteration 9F: 3 clusters Score -8443227 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8444277.000000 Penalty: 5302.618164
	Iteration 10Q: 3 clusters Score -8444277 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8444739.000000 Penalty: 5302.618164
	Iteration 11Q: 3 clusters Score -8444739 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8445017.000000 Penalty: 5302.618164
	Iteration 12Q: 3 clusters Score -8445017 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8445230.000000 Penalty: 5302.618164
	Iteration 13Q: 3 clusters Score -8445230 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8445461.000000 Penalty: 5302.618164
	Iteration 14Q: 3 clusters Score -8445461 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8445659.000000 Penalty: 5302.618164
	Iteration 15Q: 3 clusters Score -8445659 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -8445867.000000 Penalty: 5302.618164
	Iteration 16Q: 3 clusters Score -8445867 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8446036.000000 Penalty: 5302.618164
	Iteration 17Q: 3 clusters Score -8446036 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -8446183.000000 Penalty: 5302.618164
	Iteration 18Q: 3 clusters Score -8446183 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -8446285.000000 Penalty: 5302.618164
	Iteration 19Q: 3 clusters Score -8446285 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -8446436.000000 Penalty: 5302.618164
	Iteration 20F: 3 clusters Score -8446436 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -8446526.000000 Penalty: 5302.618164
	Iteration 21Q: 3 clusters Score -8446526 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -8446632.000000 Penalty: 5302.618164
	Iteration 22Q: 3 clusters Score -8446632 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -8446690.000000 Penalty: 5302.618164
	Iteration 23Q: 3 clusters Score -8446690 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -8446720.000000 Penalty: 5302.618164
	Iteration 24Q: 3 clusters Score -8446720 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8446750.000000 Penalty: 5302.618164
	Iteration 25Q: 3 clusters Score -8446750 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8446795.000000 Penalty: 5302.618164
	Iteration 26Q: 3 clusters Score -8446795 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -8446832.000000 Penalty: 5302.618164
	Iteration 27Q: 3 clusters Score -8446832 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8446874.000000 Penalty: 5302.618164
	Iteration 28Q: 3 clusters Score -8446874 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -8446955.000000 Penalty: 5302.618164
	Iteration 29Q: 3 clusters Score -8446955 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -8446989.000000 Penalty: 5302.618164
	Iteration 30Q: 3 clusters Score -8446989 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -8447057.000000 Penalty: 5302.618164
	Iteration 31Q: 3 clusters Score -8447057 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -8447113.000000 Penalty: 5302.618164
	Iteration 32Q: 3 clusters Score -8447113 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8447164.000000 Penalty: 5302.618164
	Iteration 33Q: 3 clusters Score -8447164 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -8447137.000000 Penalty: 5302.618164
	Iteration 34Q: 3 clusters Score -8447137 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8447125.000000 Penalty: 5302.618164
	Iteration 35Q: 3 clusters Score -8447125 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -8447071.000000 Penalty: 5302.618164
	Iteration 36Q: 3 clusters Score -8447071 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -8447091.000000 Penalty: 5302.618164
	Iteration 37Q: 3 clusters Score -8447091 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8447078.000000 Penalty: 5302.618164
	Iteration 38Q: 3 clusters Score -8447078 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -8446994.000000 Penalty: 5302.618164
	Iteration 39Q: 3 clusters Score -8446994 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -8447034.000000 Penalty: 5302.618164
	Iteration 40F: 3 clusters Score -8447034 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8447019.000000 Penalty: 5302.618164
	Iteration 41Q: 3 clusters Score -8447019 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -8446997.000000 Penalty: 5302.618164
	Iteration 42Q: 3 clusters Score -8446997 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -8446934.000000 Penalty: 5302.618164
	Iteration 43Q: 3 clusters Score -8446934 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8446938.000000 Penalty: 5302.618164
	Iteration 44Q: 3 clusters Score -8446938 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8446904.000000 Penalty: 5302.618164
	Iteration 45Q: 3 clusters Score -8446904 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -8446918.000000 Penalty: 5302.618164
	Iteration 46Q: 3 clusters Score -8446918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -8446859.000000 Penalty: 5302.618164
	Iteration 47Q: 3 clusters Score -8446859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8446880.000000 Penalty: 5302.618164
	Iteration 48Q: 3 clusters Score -8446880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8446889.000000 Penalty: 5302.618164
	Iteration 49Q: 3 clusters Score -8446889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8446873.000000 Penalty: 5302.618164
	Iteration 50Q: 3 clusters Score -8446873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8446883.000000 Penalty: 5302.618164
	Iteration 51Q: 3 clusters Score -8446883 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8446916.000000 Penalty: 5302.618164
	Iteration 52Q: 3 clusters Score -8446916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8446921.000000 Penalty: 5302.618164
	Iteration 53Q: 3 clusters Score -8446921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8446928.000000 Penalty: 5302.618164
	Iteration 54Q: 3 clusters Score -8446928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8446937.000000 Penalty: 5302.618164
	Iteration 55Q: 3 clusters Score -8446937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8446934.000000 Penalty: 5302.618164
	Iteration 56Q: 3 clusters Score -8446934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8446926.000000 Penalty: 5302.618164
	Iteration 57Q: 3 clusters Score -8446926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8446924.000000 Penalty: 5302.618164
	Iteration 58Q: 3 clusters Score -8446924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8446932.000000 Penalty: 5302.618164
	Iteration 59Q: 3 clusters Score -8446932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8446929.000000 Penalty: 5302.618164
	Iteration 60F: 3 clusters Score -8446929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8446935.000000 Penalty: 5302.618164
	Iteration 61Q: 3 clusters Score -8446935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8446929.000000 Penalty: 5302.618164
	Iteration 62Q: 3 clusters Score -8446929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8446926.000000 Penalty: 5302.618164
	Iteration 63Q: 3 clusters Score -8446926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8446929.000000 Penalty: 5302.618164
	Iteration 64Q: 3 clusters Score -8446929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8446947.000000 Penalty: 5302.618164
	Iteration 65Q: 3 clusters Score -8446947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8446955.000000 Penalty: 5302.618164
	Iteration 66Q: 3 clusters Score -8446955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8446957.000000 Penalty: 5302.618164
	Iteration 67Q: 3 clusters Score -8446957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8446961.000000 Penalty: 5302.618164
	Iteration 68Q: 3 clusters Score -8446961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8446959.000000 Penalty: 5302.618164
	Iteration 69Q: 3 clusters Score -8446959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8446954.000000 Penalty: 5302.618164
	Iteration 70Q: 3 clusters Score -8446954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8446954.000000 Penalty: 5302.618164
	Iteration 71F: 3 clusters Score -8446954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135193.968750 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135455.140625 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135455.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -135546.359375 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135591.515625 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135591.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135656.046875 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -135719.968750 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135836.468750 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135836.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135983.359375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135983.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136024.218750 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -136024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136058.109375 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136058.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -136110.906250 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -136163.281250 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136196.484375 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -136211.671875 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -136230.765625 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -136244.765625 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -136249.125000 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -136249.125000 Penalty: 3293.378418
	Iteration 17F: 3 clusters Score -136249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Entering Unmasked Estep 
Score: -5821885.000000 Penalty: 2557.676270
	Iteration 0F: 2 clusters Score -5821885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5802559.000000 Penalty: 5115.352539
	Iteration 0F: 3 clusters Score -5802559 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5809978.500000 Penalty: 5115.352539
	Iteration 1F: 3 clusters Score -5809978 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5810441.500000 Penalty: 5115.352539
	Iteration 2Q: 3 clusters Score -5810442 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5810822.000000 Penalty: 5115.352539
	Iteration 3Q: 3 clusters Score -5810822 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5811191.500000 Penalty: 5115.352539
	Iteration 4Q: 3 clusters Score -5811192 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -5811612.000000 Penalty: 5115.352539
	Iteration 5Q: 3 clusters Score -5811612 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5812135.000000 Penalty: 5115.352539
	Iteration 6Q: 3 clusters Score -5812135 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5812871.000000 Penalty: 5115.352539
	Iteration 7Q: 3 clusters Score -5812871 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -5813774.000000 Penalty: 5115.352539
	Iteration 8Q: 3 clusters Score -5813774 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -5814870.000000 Penalty: 5115.352539
	Iteration 9F: 3 clusters Score -5814870 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -5816068.000000 Penalty: 5115.352539
	Iteration 10F: 3 clusters Score -5816068 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5817079.000000 Penalty: 5115.352539
	Iteration 11F: 3 clusters Score -5817079 nChanged 1320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5817672 nChanged 916
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5817940 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5818106 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5818244 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5818323 nChanged 402
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Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5818442 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5818490 nChanged 368
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Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5818580 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5818660 nChanged 364
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5818720 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5818784 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5818838 nChanged 328
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Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5818890 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5818978 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5819016.500000 Penalty: 5115.352539
	Iteration 26Q: 3 clusters Score -5819016 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5819086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5819116 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5819152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5819174 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5819218 nChanged 177
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Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5819248 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5819277 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5819320 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -5819354.000000 Penalty: 5115.352539
	Iteration 35Q: 3 clusters Score -5819354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5819388 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5819418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5819434 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5819475 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5819480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5819514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5819560 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5819580 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5819608 nChanged 166
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Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5819626 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5819632 nChanged 142
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Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5819662 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5819672 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5819692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -5819720.000000 Penalty: 5115.352539
	Iteration 50Q: 3 clusters Score -5819720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5819732 nChanged 115
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Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5819756 nChanged 108
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Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5819756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5819770 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5819778 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5819807 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5819814 nChanged 122
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Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5819816.000000 Penalty: 5115.352539
	Iteration 58Q: 3 clusters Score -5819816 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5819828.000000 Penalty: 5115.352539
	Iteration 59Q: 3 clusters Score -5819828 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5819809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -5819821.500000 Penalty: 5115.352539
	Iteration 61Q: 3 clusters Score -5819822 nChanged 111
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Mstep: Class 1 contains 26041 members 
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Entering Unmasked Estep 
Score: -5819820.500000 Penalty: 5115.352539
	Iteration 62Q: 3 clusters Score -5819820 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -5819830.000000 Penalty: 5115.352539
	Iteration 63Q: 3 clusters Score -5819830 nChanged 86
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Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5819828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5819844.000000 Penalty: 5115.352539
	Iteration 65Q: 3 clusters Score -5819844 nChanged 65
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Mstep: Class 1 contains 26302 members 
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Entering Unmasked Estep 
Score: -5819853.500000 Penalty: 5115.352539
	Iteration 66Q: 3 clusters Score -5819854 nChanged 53
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Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5819844 nChanged 43
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5819853 nChanged 30
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Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5819846 nChanged 33
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Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5819848.500000 Penalty: 5115.352539
	Iteration 70Q: 3 clusters Score -5819848 nChanged 31
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Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5819858 nChanged 47
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Mstep: Class 1 contains 26505 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5819867 nChanged 60
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Mstep: Class 1 contains 26543 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5819860 nChanged 63
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Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5819864 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5819864 nChanged 55
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Mstep: Class 1 contains 26680 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5819856 nChanged 51
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Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5819846 nChanged 58
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Mstep: Class 1 contains 26761 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5819850 nChanged 42
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Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5819871 nChanged 56
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Mstep: Class 1 contains 26829 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5819857 nChanged 57
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Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5819843 nChanged 61
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Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5819846 nChanged 51
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Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5819862 nChanged 53
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Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5819873 nChanged 52
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Mstep: Class 1 contains 27051 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5819888 nChanged 53
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Mstep: Class 1 contains 27084 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5819893 nChanged 45
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	Iteration 87Q: 3 clusters Score -5819889 nChanged 40
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Mstep: Class 1 contains 27141 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5819884 nChanged 41
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Mstep: Class 1 contains 27178 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5819875 nChanged 36
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Mstep: Class 1 contains 27204 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5819872 nChanged 36
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Mstep: Class 1 contains 27234 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5819870 nChanged 39
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Mstep: Class 1 contains 27263 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5819874 nChanged 34
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Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5819878 nChanged 31
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Mstep: Class 1 contains 27320 members 
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	Iteration 94Q: 3 clusters Score -5819874 nChanged 37
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Mstep: Class 1 contains 27355 members 
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	Iteration 95Q: 3 clusters Score -5819890 nChanged 38
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Mstep: Class 1 contains 27389 members 
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	Iteration 96Q: 3 clusters Score -5819891 nChanged 49
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	Iteration 97Q: 3 clusters Score -5819895 nChanged 41
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	Iteration 98Q: 3 clusters Score -5819889 nChanged 41
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5819882 nChanged 40
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	Iteration 100F: 3 clusters Score -5819890 nChanged 40
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	Iteration 101Q: 3 clusters Score -5819893 nChanged 36
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Mstep: Class 1 contains 27588 members 
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	Iteration 102Q: 3 clusters Score -5819894 nChanged 28
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5819904 nChanged 31
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Mstep: Class 1 contains 27645 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5819906 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5819920.000000 Penalty: 5115.352539
	Iteration 105Q: 3 clusters Score -5819920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5819912.000000 Penalty: 5115.352539
	Iteration 106Q: 3 clusters Score -5819912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5819927.500000 Penalty: 5115.352539
	Iteration 107Q: 3 clusters Score -5819928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5819940.500000 Penalty: 5115.352539
	Iteration 108Q: 3 clusters Score -5819940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5819943.500000 Penalty: 5115.352539
	Iteration 109Q: 3 clusters Score -5819944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5819942.500000 Penalty: 5115.352539
	Iteration 110Q: 3 clusters Score -5819942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5819936.500000 Penalty: 5115.352539
	Iteration 111Q: 3 clusters Score -5819936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5819943.500000 Penalty: 5115.352539
	Iteration 112Q: 3 clusters Score -5819944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5819944.000000 Penalty: 5115.352539
	Iteration 113Q: 3 clusters Score -5819944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5819949.500000 Penalty: 5115.352539
	Iteration 114Q: 3 clusters Score -5819950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5819956.000000 Penalty: 5115.352539
	Iteration 115Q: 3 clusters Score -5819956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5819947.500000 Penalty: 5115.352539
	Iteration 116Q: 3 clusters Score -5819948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5819953.000000 Penalty: 5115.352539
	Iteration 117Q: 3 clusters Score -5819953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5819945.000000 Penalty: 5115.352539
	Iteration 118Q: 3 clusters Score -5819945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5819950.500000 Penalty: 5115.352539
	Iteration 119Q: 3 clusters Score -5819950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5819946.000000 Penalty: 5115.352539
	Iteration 120F: 3 clusters Score -5819946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5819937.000000 Penalty: 5115.352539
	Iteration 121Q: 3 clusters Score -5819937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5819930.000000 Penalty: 5115.352539
	Iteration 122Q: 3 clusters Score -5819930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5819938.500000 Penalty: 5115.352539
	Iteration 123Q: 3 clusters Score -5819938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5819943.000000 Penalty: 5115.352539
	Iteration 124Q: 3 clusters Score -5819943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5819955.000000 Penalty: 5115.352539
	Iteration 125Q: 3 clusters Score -5819955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5819955.500000 Penalty: 5115.352539
	Iteration 126Q: 3 clusters Score -5819956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5819972.000000 Penalty: 5115.352539
	Iteration 127Q: 3 clusters Score -5819972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5819980.000000 Penalty: 5115.352539
	Iteration 128Q: 3 clusters Score -5819980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5819981.000000 Penalty: 5115.352539
	Iteration 129Q: 3 clusters Score -5819981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5819988.000000 Penalty: 5115.352539
	Iteration 130Q: 3 clusters Score -5819988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5819988.000000 Penalty: 5115.352539
	Iteration 131Q: 3 clusters Score -5819988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5819983.500000 Penalty: 5115.352539
	Iteration 132Q: 3 clusters Score -5819984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5819978.000000 Penalty: 5115.352539
	Iteration 133Q: 3 clusters Score -5819978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5819986.500000 Penalty: 5115.352539
	Iteration 134Q: 3 clusters Score -5819986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5819982.000000 Penalty: 5115.352539
	Iteration 135Q: 3 clusters Score -5819982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5819987.000000 Penalty: 5115.352539
	Iteration 136Q: 3 clusters Score -5819987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5819987.500000 Penalty: 5115.352539
	Iteration 137Q: 3 clusters Score -5819988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5819985.000000 Penalty: 5115.352539
	Iteration 138Q: 3 clusters Score -5819985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5819980.500000 Penalty: 5115.352539
	Iteration 139Q: 3 clusters Score -5819980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5819971.500000 Penalty: 5115.352539
	Iteration 140F: 3 clusters Score -5819972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5819977.500000 Penalty: 5115.352539
	Iteration 141Q: 3 clusters Score -5819978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5819978.000000 Penalty: 5115.352539
	Iteration 142Q: 3 clusters Score -5819978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5819984.000000 Penalty: 5115.352539
	Iteration 143Q: 3 clusters Score -5819984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5819991.000000 Penalty: 5115.352539
	Iteration 144Q: 3 clusters Score -5819991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -5819988.500000 Penalty: 5115.352539
	Iteration 145Q: 3 clusters Score -5819988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5819989.000000 Penalty: 5115.352539
	Iteration 146Q: 3 clusters Score -5819989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5820002.500000 Penalty: 5115.352539
	Iteration 147Q: 3 clusters Score -5820002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5820002.000000 Penalty: 5115.352539
	Iteration 148Q: 3 clusters Score -5820002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5820005.000000 Penalty: 5115.352539
	Iteration 149Q: 3 clusters Score -5820005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5819994.500000 Penalty: 5115.352539
	Iteration 150Q: 3 clusters Score -5819994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5819988.500000 Penalty: 5115.352539
	Iteration 151Q: 3 clusters Score -5819988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5819994.000000 Penalty: 5115.352539
	Iteration 152Q: 3 clusters Score -5819994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5819998.000000 Penalty: 5115.352539
	Iteration 153Q: 3 clusters Score -5819998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5819995.000000 Penalty: 5115.352539
	Iteration 154Q: 3 clusters Score -5819995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5819994.000000 Penalty: 5115.352539
	Iteration 155Q: 3 clusters Score -5819994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5819994.000000 Penalty: 5115.352539
	Iteration 156F: 3 clusters Score -5819994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Entering Unmasked Estep 
Score: -4507452.000000 Penalty: 2477.493896
	Iteration 0F: 2 clusters Score -4507452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4494521.000000 Penalty: 4954.987793
	Iteration 0F: 3 clusters Score -4494521 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4499908.000000 Penalty: 4954.987793
	Iteration 1F: 3 clusters Score -4499908 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4500289.000000 Penalty: 4954.987793
	Iteration 2F: 3 clusters Score -4500289 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4500605.500000 Penalty: 4954.987793
	Iteration 3F: 3 clusters Score -4500606 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4500807.000000 Penalty: 4954.987793
	Iteration 4Q: 3 clusters Score -4500807 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4500985.000000 Penalty: 4954.987793
	Iteration 5Q: 3 clusters Score -4500985 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -4501152.000000 Penalty: 4954.987793
	Iteration 6Q: 3 clusters Score -4501152 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4501206.000000 Penalty: 4954.987793
	Iteration 7Q: 3 clusters Score -4501206 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4501405.000000 Penalty: 4954.987793
	Iteration 8Q: 3 clusters Score -4501405 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4501741.500000 Penalty: 4954.987793
	Iteration 9Q: 3 clusters Score -4501742 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4502145.500000 Penalty: 4954.987793
	Iteration 10Q: 3 clusters Score -4502146 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -4502598.000000 Penalty: 4954.987793
	Iteration 11Q: 3 clusters Score -4502598 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4503147.000000 Penalty: 4954.987793
	Iteration 12Q: 3 clusters Score -4503147 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4503613.500000 Penalty: 4954.987793
	Iteration 13Q: 3 clusters Score -4503614 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4504071.000000 Penalty: 4954.987793
	Iteration 14Q: 3 clusters Score -4504071 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4504413.000000 Penalty: 4954.987793
	Iteration 15Q: 3 clusters Score -4504413 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4504653.500000 Penalty: 4954.987793
	Iteration 16Q: 3 clusters Score -4504654 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4504820.500000 Penalty: 4954.987793
	Iteration 17Q: 3 clusters Score -4504820 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4504942.500000 Penalty: 4954.987793
	Iteration 18Q: 3 clusters Score -4504942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4505024.500000 Penalty: 4954.987793
	Iteration 19Q: 3 clusters Score -4505024 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4505072.500000 Penalty: 4954.987793
	Iteration 20F: 3 clusters Score -4505072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4505121.000000 Penalty: 4954.987793
	Iteration 21Q: 3 clusters Score -4505121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4505162.500000 Penalty: 4954.987793
	Iteration 22Q: 3 clusters Score -4505162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4505185.500000 Penalty: 4954.987793
	Iteration 23Q: 3 clusters Score -4505186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4505199.500000 Penalty: 4954.987793
	Iteration 24Q: 3 clusters Score -4505200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4505205.000000 Penalty: 4954.987793
	Iteration 25Q: 3 clusters Score -4505205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4505221.500000 Penalty: 4954.987793
	Iteration 26Q: 3 clusters Score -4505222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4505223.000000 Penalty: 4954.987793
	Iteration 27Q: 3 clusters Score -4505223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4505233.500000 Penalty: 4954.987793
	Iteration 28Q: 3 clusters Score -4505234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4505238.000000 Penalty: 4954.987793
	Iteration 29Q: 3 clusters Score -4505238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4505242.500000 Penalty: 4954.987793
	Iteration 30Q: 3 clusters Score -4505242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4505242.500000 Penalty: 4954.987793
	Iteration 31Q: 3 clusters Score -4505242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4505238.000000 Penalty: 4954.987793
	Iteration 32Q: 3 clusters Score -4505238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4505243.500000 Penalty: 4954.987793
	Iteration 33Q: 3 clusters Score -4505244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4505243.500000 Penalty: 4954.987793
	Iteration 34Q: 3 clusters Score -4505244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4505243.500000 Penalty: 4954.987793
	Iteration 35F: 3 clusters Score -4505244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Entering Unmasked Estep 
Score: -6417672.000000 Penalty: 2590.402832
	Iteration 0F: 2 clusters Score -6417672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -6395026.000000 Penalty: 5180.805664
	Iteration 0F: 3 clusters Score -6395026 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -6403339.500000 Penalty: 5180.805664
	Iteration 1F: 3 clusters Score -6403340 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -6403716.000000 Penalty: 5180.805664
	Iteration 2Q: 3 clusters Score -6403716 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6403993.500000 Penalty: 5180.805664
	Iteration 3Q: 3 clusters Score -6403994 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6404286.500000 Penalty: 5180.805664
	Iteration 4Q: 3 clusters Score -6404286 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6404597.500000 Penalty: 5180.805664
	Iteration 5Q: 3 clusters Score -6404598 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -6404950.500000 Penalty: 5180.805664
	Iteration 6Q: 3 clusters Score -6404950 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6405387.000000 Penalty: 5180.805664
	Iteration 7Q: 3 clusters Score -6405387 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -6405907.500000 Penalty: 5180.805664
	Iteration 8Q: 3 clusters Score -6405908 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -6406725.500000 Penalty: 5180.805664
	Iteration 9Q: 3 clusters Score -6406726 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -6407812.500000 Penalty: 5180.805664
	Iteration 10Q: 3 clusters Score -6407812 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6409084.500000 Penalty: 5180.805664
	Iteration 11F: 3 clusters Score -6409084 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6410355.000000 Penalty: 5180.805664
	Iteration 12F: 3 clusters Score -6410355 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6411521.000000 Penalty: 5180.805664
	Iteration 13Q: 3 clusters Score -6411521 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -6412485.000000 Penalty: 5180.805664
	Iteration 14Q: 3 clusters Score -6412485 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6413172.500000 Penalty: 5180.805664
	Iteration 15Q: 3 clusters Score -6413172 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6413734.000000 Penalty: 5180.805664
	Iteration 16Q: 3 clusters Score -6413734 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6414134.000000 Penalty: 5180.805664
	Iteration 17Q: 3 clusters Score -6414134 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6414377.000000 Penalty: 5180.805664
	Iteration 18Q: 3 clusters Score -6414377 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6414640.000000 Penalty: 5180.805664
	Iteration 19Q: 3 clusters Score -6414640 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6414791.000000 Penalty: 5180.805664
	Iteration 20F: 3 clusters Score -6414791 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6414897.500000 Penalty: 5180.805664
	Iteration 21Q: 3 clusters Score -6414898 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6414953.500000 Penalty: 5180.805664
	Iteration 22Q: 3 clusters Score -6414954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6415027.000000 Penalty: 5180.805664
	Iteration 23Q: 3 clusters Score -6415027 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6415123.000000 Penalty: 5180.805664
	Iteration 24Q: 3 clusters Score -6415123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6415170.500000 Penalty: 5180.805664
	Iteration 25Q: 3 clusters Score -6415170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6415225.000000 Penalty: 5180.805664
	Iteration 26Q: 3 clusters Score -6415225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6415254.500000 Penalty: 5180.805664
	Iteration 27Q: 3 clusters Score -6415254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6415296.500000 Penalty: 5180.805664
	Iteration 28Q: 3 clusters Score -6415296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6415301.500000 Penalty: 5180.805664
	Iteration 29Q: 3 clusters Score -6415302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6415318.000000 Penalty: 5180.805664
	Iteration 30Q: 3 clusters Score -6415318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6415347.000000 Penalty: 5180.805664
	Iteration 31Q: 3 clusters Score -6415347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6415363.500000 Penalty: 5180.805664
	Iteration 32Q: 3 clusters Score -6415364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6415366.500000 Penalty: 5180.805664
	Iteration 33Q: 3 clusters Score -6415366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6415374.000000 Penalty: 5180.805664
	Iteration 34Q: 3 clusters Score -6415374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6415383.000000 Penalty: 5180.805664
	Iteration 35Q: 3 clusters Score -6415383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6415384.500000 Penalty: 5180.805664
	Iteration 36Q: 3 clusters Score -6415384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6415395.500000 Penalty: 5180.805664
	Iteration 37Q: 3 clusters Score -6415396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6415401.500000 Penalty: 5180.805664
	Iteration 38Q: 3 clusters Score -6415402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6415417.000000 Penalty: 5180.805664
	Iteration 39Q: 3 clusters Score -6415417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6415430.000000 Penalty: 5180.805664
	Iteration 40F: 3 clusters Score -6415430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6415430.500000 Penalty: 5180.805664
	Iteration 41Q: 3 clusters Score -6415430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6415425.000000 Penalty: 5180.805664
	Iteration 42Q: 3 clusters Score -6415425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6415429.500000 Penalty: 5180.805664
	Iteration 43Q: 3 clusters Score -6415430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6415426.000000 Penalty: 5180.805664
	Iteration 44Q: 3 clusters Score -6415426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6415429.000000 Penalty: 5180.805664
	Iteration 45Q: 3 clusters Score -6415429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6415437.500000 Penalty: 5180.805664
	Iteration 46Q: 3 clusters Score -6415438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6415437.000000 Penalty: 5180.805664
	Iteration 47Q: 3 clusters Score -6415437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6415437.000000 Penalty: 5180.805664
	Iteration 48Q: 3 clusters Score -6415437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6415437.000000 Penalty: 5180.805664
	Iteration 49F: 3 clusters Score -6415437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -181136.140625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181136.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181397.843750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181397.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -181481.562500 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181481.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181526.171875 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181561.375000 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181561.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181582.515625 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181582.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -181604.781250 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181604.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181620.921875 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181620.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -181639.125000 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -181643.187500 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181646.546875 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181648.484375 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181650.937500 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181650.937500 Penalty: 3436.554688
	Iteration 13F: 3 clusters Score -181650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Entering Unmasked Estep 
Score: -2046001.625000 Penalty: 2303.480225
	Iteration 0F: 2 clusters Score -2046002 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 5355 members 
Entering Unmasked Estep 
Score: -2037856.500000 Penalty: 4606.960449
	Iteration 0F: 3 clusters Score -2037856 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2040098.250000 Penalty: 4606.960449
	Iteration 1F: 3 clusters Score -2040098 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2040371.250000 Penalty: 4606.960449
	Iteration 2F: 3 clusters Score -2040371 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2040553.000000 Penalty: 4606.960449
	Iteration 3Q: 3 clusters Score -2040553 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2040697.875000 Penalty: 4606.960449
	Iteration 4Q: 3 clusters Score -2040698 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2040832.750000 Penalty: 4606.960449
	Iteration 5Q: 3 clusters Score -2040833 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2040962.750000 Penalty: 4606.960449
	Iteration 6Q: 3 clusters Score -2040963 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2041099.500000 Penalty: 4606.960449
	Iteration 7Q: 3 clusters Score -2041100 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2041263.375000 Penalty: 4606.960449
	Iteration 8Q: 3 clusters Score -2041263 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2041473.000000 Penalty: 4606.960449
	Iteration 9Q: 3 clusters Score -2041473 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2041702.875000 Penalty: 4606.960449
	Iteration 10Q: 3 clusters Score -2041703 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2042007.625000 Penalty: 4606.960449
	Iteration 11Q: 3 clusters Score -2042008 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2042370.375000 Penalty: 4606.960449
	Iteration 12Q: 3 clusters Score -2042370 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2042747.000000 Penalty: 4606.960449
	Iteration 13Q: 3 clusters Score -2042747 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2043063.500000 Penalty: 4606.960449
	Iteration 14Q: 3 clusters Score -2043064 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2043308.000000 Penalty: 4606.960449
	Iteration 15Q: 3 clusters Score -2043308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2043509.500000 Penalty: 4606.960449
	Iteration 16Q: 3 clusters Score -2043510 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2043641.500000 Penalty: 4606.960449
	Iteration 17Q: 3 clusters Score -2043642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2043728.125000 Penalty: 4606.960449
	Iteration 18Q: 3 clusters Score -2043728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2043798.500000 Penalty: 4606.960449
	Iteration 19Q: 3 clusters Score -2043798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2043835.500000 Penalty: 4606.960449
	Iteration 20F: 3 clusters Score -2043836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2043870.750000 Penalty: 4606.960449
	Iteration 21Q: 3 clusters Score -2043871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2043901.125000 Penalty: 4606.960449
	Iteration 22Q: 3 clusters Score -2043901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2043925.250000 Penalty: 4606.960449
	Iteration 23Q: 3 clusters Score -2043925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2043942.000000 Penalty: 4606.960449
	Iteration 24Q: 3 clusters Score -2043942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2043959.500000 Penalty: 4606.960449
	Iteration 25Q: 3 clusters Score -2043960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2043976.625000 Penalty: 4606.960449
	Iteration 26Q: 3 clusters Score -2043977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2043986.250000 Penalty: 4606.960449
	Iteration 27Q: 3 clusters Score -2043986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2043995.375000 Penalty: 4606.960449
	Iteration 28Q: 3 clusters Score -2043995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2044005.125000 Penalty: 4606.960449
	Iteration 29Q: 3 clusters Score -2044005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2044010.125000 Penalty: 4606.960449
	Iteration 30Q: 3 clusters Score -2044010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2044019.000000 Penalty: 4606.960449
	Iteration 31Q: 3 clusters Score -2044019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2044021.375000 Penalty: 4606.960449
	Iteration 32Q: 3 clusters Score -2044021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2044022.375000 Penalty: 4606.960449
	Iteration 33Q: 3 clusters Score -2044022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2044022.375000 Penalty: 4606.960449
	Iteration 34F: 3 clusters Score -2044022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -223745.265625 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -223745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -221700.953125 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -221701 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -221991.609375 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -221991.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -222156.296875 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -222156.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -222250.421875 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -222250.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -222315.437500 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -222315.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -222377.765625 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -222377.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -222446.343750 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -222446.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -222508.718750 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -222508.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -222617.875000 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -222617.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -222720.203125 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -222720.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -222798.484375 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -222798.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -222849.390625 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -222849.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -222894.953125 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -222895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -222937.859375 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -222937.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -222981.875000 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -222981.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -223010.890625 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -223010.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -223051.937500 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -223051.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -223083.265625 Penalty: 3491.236572
	Iteration 17Q: 3 clusters Score -223083.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -223097.859375 Penalty: 3491.236572
	Iteration 18Q: 3 clusters Score -223097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -223116.312500 Penalty: 3491.236572
	Iteration 19Q: 3 clusters Score -223116.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -223130.703125 Penalty: 3491.236572
	Iteration 20F: 3 clusters Score -223130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -223134.687500 Penalty: 3491.236572
	Iteration 21Q: 3 clusters Score -223134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -223141.375000 Penalty: 3491.236572
	Iteration 22Q: 3 clusters Score -223141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -223146.359375 Penalty: 3491.236572
	Iteration 23Q: 3 clusters Score -223146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -223152.875000 Penalty: 3491.236572
	Iteration 24Q: 3 clusters Score -223152.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -223158.968750 Penalty: 3491.236572
	Iteration 25Q: 3 clusters Score -223159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -223163.812500 Penalty: 3491.236572
	Iteration 26Q: 3 clusters Score -223163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -223169.062500 Penalty: 3491.236572
	Iteration 27Q: 3 clusters Score -223169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -223170.265625 Penalty: 3491.236572
	Iteration 28Q: 3 clusters Score -223170.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -223170.265625 Penalty: 3491.236572
	Iteration 29F: 3 clusters Score -223170.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Entering Unmasked Estep 
Score: -5634514.500000 Penalty: 2559.888672
	Iteration 0F: 2 clusters Score -5634514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5614388.000000 Penalty: 5119.777344
	Iteration 0F: 3 clusters Score -5614388 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5621613.000000 Penalty: 5119.777344
	Iteration 1F: 3 clusters Score -5621613 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5622109.500000 Penalty: 5119.777344
	Iteration 2Q: 3 clusters Score -5622110 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5622586.500000 Penalty: 5119.777344
	Iteration 3Q: 3 clusters Score -5622586 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -5623065.000000 Penalty: 5119.777344
	Iteration 4Q: 3 clusters Score -5623065 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5623624.000000 Penalty: 5119.777344
	Iteration 5Q: 3 clusters Score -5623624 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5624228.500000 Penalty: 5119.777344
	Iteration 6Q: 3 clusters Score -5624228 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5624956.500000 Penalty: 5119.777344
	Iteration 7Q: 3 clusters Score -5624956 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5625871.000000 Penalty: 5119.777344
	Iteration 8Q: 3 clusters Score -5625871 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5626860.500000 Penalty: 5119.777344
	Iteration 9F: 3 clusters Score -5626860 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5627954.500000 Penalty: 5119.777344
	Iteration 10F: 3 clusters Score -5627954 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5628787.000000 Penalty: 5119.777344
	Iteration 11Q: 3 clusters Score -5628787 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -5629209.500000 Penalty: 5119.777344
	Iteration 12Q: 3 clusters Score -5629210 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -5629486.500000 Penalty: 5119.777344
	Iteration 13Q: 3 clusters Score -5629486 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5629655.000000 Penalty: 5119.777344
	Iteration 14Q: 3 clusters Score -5629655 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5629794.500000 Penalty: 5119.777344
	Iteration 15Q: 3 clusters Score -5629794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5629899.500000 Penalty: 5119.777344
	Iteration 16Q: 3 clusters Score -5629900 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5630029.500000 Penalty: 5119.777344
	Iteration 17Q: 3 clusters Score -5630030 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -5630131.000000 Penalty: 5119.777344
	Iteration 18Q: 3 clusters Score -5630131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -5630210.500000 Penalty: 5119.777344
	Iteration 19Q: 3 clusters Score -5630210 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5630307.000000 Penalty: 5119.777344
	Iteration 20F: 3 clusters Score -5630307 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5630436.500000 Penalty: 5119.777344
	Iteration 21Q: 3 clusters Score -5630436 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -5630565.000000 Penalty: 5119.777344
	Iteration 22Q: 3 clusters Score -5630565 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5630641.500000 Penalty: 5119.777344
	Iteration 23Q: 3 clusters Score -5630642 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5630726.500000 Penalty: 5119.777344
	Iteration 24Q: 3 clusters Score -5630726 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5630816.500000 Penalty: 5119.777344
	Iteration 25Q: 3 clusters Score -5630816 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5630910.500000 Penalty: 5119.777344
	Iteration 26Q: 3 clusters Score -5630910 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5631003.500000 Penalty: 5119.777344
	Iteration 27Q: 3 clusters Score -5631004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5631108.500000 Penalty: 5119.777344
	Iteration 28Q: 3 clusters Score -5631108 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5631211.500000 Penalty: 5119.777344
	Iteration 29Q: 3 clusters Score -5631212 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5631299.500000 Penalty: 5119.777344
	Iteration 30Q: 3 clusters Score -5631300 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5631370.000000 Penalty: 5119.777344
	Iteration 31Q: 3 clusters Score -5631370 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5631446.000000 Penalty: 5119.777344
	Iteration 32Q: 3 clusters Score -5631446 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5631512.000000 Penalty: 5119.777344
	Iteration 33Q: 3 clusters Score -5631512 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5631577.500000 Penalty: 5119.777344
	Iteration 34Q: 3 clusters Score -5631578 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5631672.000000 Penalty: 5119.777344
	Iteration 35Q: 3 clusters Score -5631672 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5631732.500000 Penalty: 5119.777344
	Iteration 36Q: 3 clusters Score -5631732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5631818.500000 Penalty: 5119.777344
	Iteration 37Q: 3 clusters Score -5631818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5631856.500000 Penalty: 5119.777344
	Iteration 38Q: 3 clusters Score -5631856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5631898.500000 Penalty: 5119.777344
	Iteration 39Q: 3 clusters Score -5631898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5631936.000000 Penalty: 5119.777344
	Iteration 40F: 3 clusters Score -5631936 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5631972.000000 Penalty: 5119.777344
	Iteration 41Q: 3 clusters Score -5631972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5632002.500000 Penalty: 5119.777344
	Iteration 42Q: 3 clusters Score -5632002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5632032.000000 Penalty: 5119.777344
	Iteration 43Q: 3 clusters Score -5632032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5632076.500000 Penalty: 5119.777344
	Iteration 44Q: 3 clusters Score -5632076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5632105.500000 Penalty: 5119.777344
	Iteration 45Q: 3 clusters Score -5632106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5632128.500000 Penalty: 5119.777344
	Iteration 46Q: 3 clusters Score -5632128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5632139.500000 Penalty: 5119.777344
	Iteration 47Q: 3 clusters Score -5632140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5632161.500000 Penalty: 5119.777344
	Iteration 48Q: 3 clusters Score -5632162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5632178.000000 Penalty: 5119.777344
	Iteration 49Q: 3 clusters Score -5632178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5632199.000000 Penalty: 5119.777344
	Iteration 50Q: 3 clusters Score -5632199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5632194.500000 Penalty: 5119.777344
	Iteration 51Q: 3 clusters Score -5632194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5632195.000000 Penalty: 5119.777344
	Iteration 52Q: 3 clusters Score -5632195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5632201.000000 Penalty: 5119.777344
	Iteration 53Q: 3 clusters Score -5632201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5632215.500000 Penalty: 5119.777344
	Iteration 54Q: 3 clusters Score -5632216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5632221.000000 Penalty: 5119.777344
	Iteration 55Q: 3 clusters Score -5632221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5632232.000000 Penalty: 5119.777344
	Iteration 56Q: 3 clusters Score -5632232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5632236.000000 Penalty: 5119.777344
	Iteration 57Q: 3 clusters Score -5632236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5632233.500000 Penalty: 5119.777344
	Iteration 58Q: 3 clusters Score -5632234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5632241.000000 Penalty: 5119.777344
	Iteration 59Q: 3 clusters Score -5632241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5632240.000000 Penalty: 5119.777344
	Iteration 60F: 3 clusters Score -5632240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5632249.000000 Penalty: 5119.777344
	Iteration 61Q: 3 clusters Score -5632249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5632244.000000 Penalty: 5119.777344
	Iteration 62Q: 3 clusters Score -5632244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5632252.000000 Penalty: 5119.777344
	Iteration 63Q: 3 clusters Score -5632252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5632250.500000 Penalty: 5119.777344
	Iteration 64Q: 3 clusters Score -5632250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5632254.000000 Penalty: 5119.777344
	Iteration 65Q: 3 clusters Score -5632254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5632258.500000 Penalty: 5119.777344
	Iteration 66Q: 3 clusters Score -5632258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5632269.500000 Penalty: 5119.777344
	Iteration 67Q: 3 clusters Score -5632270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5632274.500000 Penalty: 5119.777344
	Iteration 68Q: 3 clusters Score -5632274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5632270.000000 Penalty: 5119.777344
	Iteration 69Q: 3 clusters Score -5632270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5632270.000000 Penalty: 5119.777344
	Iteration 70Q: 3 clusters Score -5632270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5632285.000000 Penalty: 5119.777344
	Iteration 71Q: 3 clusters Score -5632285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5632291.500000 Penalty: 5119.777344
	Iteration 72Q: 3 clusters Score -5632292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5632294.500000 Penalty: 5119.777344
	Iteration 73Q: 3 clusters Score -5632294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5632294.000000 Penalty: 5119.777344
	Iteration 74Q: 3 clusters Score -5632294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5632297.500000 Penalty: 5119.777344
	Iteration 75Q: 3 clusters Score -5632298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5632303.500000 Penalty: 5119.777344
	Iteration 76Q: 3 clusters Score -5632304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5632307.500000 Penalty: 5119.777344
	Iteration 77Q: 3 clusters Score -5632308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5632309.000000 Penalty: 5119.777344
	Iteration 78Q: 3 clusters Score -5632309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5632308.500000 Penalty: 5119.777344
	Iteration 79Q: 3 clusters Score -5632308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5632308.500000 Penalty: 5119.777344
	Iteration 80F: 3 clusters Score -5632308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Entering Unmasked Estep 
Score: -5198689.500000 Penalty: 2519.312256
	Iteration 0F: 2 clusters Score -5198690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5182061.500000 Penalty: 5038.624512
	Iteration 0F: 3 clusters Score -5182062 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5188447.500000 Penalty: 5038.624512
	Iteration 1F: 3 clusters Score -5188448 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5188912.500000 Penalty: 5038.624512
	Iteration 2F: 3 clusters Score -5188912 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -5189266.000000 Penalty: 5038.624512
	Iteration 3Q: 3 clusters Score -5189266 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5189565.500000 Penalty: 5038.624512
	Iteration 4Q: 3 clusters Score -5189566 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -5189839.000000 Penalty: 5038.624512
	Iteration 5Q: 3 clusters Score -5189839 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -5190115.000000 Penalty: 5038.624512
	Iteration 6Q: 3 clusters Score -5190115 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -5190406.500000 Penalty: 5038.624512
	Iteration 7Q: 3 clusters Score -5190406 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -5190777.500000 Penalty: 5038.624512
	Iteration 8Q: 3 clusters Score -5190778 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5191187.000000 Penalty: 5038.624512
	Iteration 9Q: 3 clusters Score -5191187 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -5191681.000000 Penalty: 5038.624512
	Iteration 10Q: 3 clusters Score -5191681 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -5192165.500000 Penalty: 5038.624512
	Iteration 11Q: 3 clusters Score -5192166 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5192679.500000 Penalty: 5038.624512
	Iteration 12Q: 3 clusters Score -5192680 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5193256.500000 Penalty: 5038.624512
	Iteration 13Q: 3 clusters Score -5193256 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5193672.500000 Penalty: 5038.624512
	Iteration 14Q: 3 clusters Score -5193672 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5193964.500000 Penalty: 5038.624512
	Iteration 15Q: 3 clusters Score -5193964 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5194122.000000 Penalty: 5038.624512
	Iteration 16Q: 3 clusters Score -5194122 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -5194212.500000 Penalty: 5038.624512
	Iteration 17Q: 3 clusters Score -5194212 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -5194281.000000 Penalty: 5038.624512
	Iteration 18Q: 3 clusters Score -5194281 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -5194320.500000 Penalty: 5038.624512
	Iteration 19Q: 3 clusters Score -5194320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5194345.000000 Penalty: 5038.624512
	Iteration 20F: 3 clusters Score -5194345 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -5194363.500000 Penalty: 5038.624512
	Iteration 21Q: 3 clusters Score -5194364 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -5194367.000000 Penalty: 5038.624512
	Iteration 22Q: 3 clusters Score -5194367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -5194387.000000 Penalty: 5038.624512
	Iteration 23Q: 3 clusters Score -5194387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5194406.000000 Penalty: 5038.624512
	Iteration 24Q: 3 clusters Score -5194406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5194429.000000 Penalty: 5038.624512
	Iteration 25Q: 3 clusters Score -5194429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -5194435.000000 Penalty: 5038.624512
	Iteration 26Q: 3 clusters Score -5194435 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5194453.000000 Penalty: 5038.624512
	Iteration 27Q: 3 clusters Score -5194453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -5194448.500000 Penalty: 5038.624512
	Iteration 28Q: 3 clusters Score -5194448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5194462.500000 Penalty: 5038.624512
	Iteration 29Q: 3 clusters Score -5194462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -5194476.000000 Penalty: 5038.624512
	Iteration 30Q: 3 clusters Score -5194476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -5194483.000000 Penalty: 5038.624512
	Iteration 31Q: 3 clusters Score -5194483 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5194488.000000 Penalty: 5038.624512
	Iteration 32Q: 3 clusters Score -5194488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5194484.500000 Penalty: 5038.624512
	Iteration 33Q: 3 clusters Score -5194484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -5194487.000000 Penalty: 5038.624512
	Iteration 34Q: 3 clusters Score -5194487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5194492.500000 Penalty: 5038.624512
	Iteration 35Q: 3 clusters Score -5194492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -5194488.000000 Penalty: 5038.624512
	Iteration 36Q: 3 clusters Score -5194488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -5194498.500000 Penalty: 5038.624512
	Iteration 37Q: 3 clusters Score -5194498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5194510.500000 Penalty: 5038.624512
	Iteration 38Q: 3 clusters Score -5194510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5194512.000000 Penalty: 5038.624512
	Iteration 39Q: 3 clusters Score -5194512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5194516.500000 Penalty: 5038.624512
	Iteration 40F: 3 clusters Score -5194516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5194517.000000 Penalty: 5038.624512
	Iteration 41Q: 3 clusters Score -5194517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5194518.500000 Penalty: 5038.624512
	Iteration 42Q: 3 clusters Score -5194518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -5194508.000000 Penalty: 5038.624512
	Iteration 43Q: 3 clusters Score -5194508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -5194515.000000 Penalty: 5038.624512
	Iteration 44Q: 3 clusters Score -5194515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -5194525.500000 Penalty: 5038.624512
	Iteration 45Q: 3 clusters Score -5194526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5194526.500000 Penalty: 5038.624512
	Iteration 46Q: 3 clusters Score -5194526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5194527.000000 Penalty: 5038.624512
	Iteration 47Q: 3 clusters Score -5194527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -5194524.000000 Penalty: 5038.624512
	Iteration 48Q: 3 clusters Score -5194524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5194526.000000 Penalty: 5038.624512
	Iteration 49Q: 3 clusters Score -5194526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -5194529.500000 Penalty: 5038.624512
	Iteration 50Q: 3 clusters Score -5194530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5194533.500000 Penalty: 5038.624512
	Iteration 51Q: 3 clusters Score -5194534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -5194539.500000 Penalty: 5038.624512
	Iteration 52Q: 3 clusters Score -5194540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5194539.000000 Penalty: 5038.624512
	Iteration 53Q: 3 clusters Score -5194539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -5194539.500000 Penalty: 5038.624512
	Iteration 54Q: 3 clusters Score -5194540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5194548.500000 Penalty: 5038.624512
	Iteration 55Q: 3 clusters Score -5194548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5194549.000000 Penalty: 5038.624512
	Iteration 56Q: 3 clusters Score -5194549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -5194560.000000 Penalty: 5038.624512
	Iteration 57Q: 3 clusters Score -5194560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5194558.000000 Penalty: 5038.624512
	Iteration 58Q: 3 clusters Score -5194558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5194560.500000 Penalty: 5038.624512
	Iteration 59Q: 3 clusters Score -5194560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -5194563.000000 Penalty: 5038.624512
	Iteration 60F: 3 clusters Score -5194563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5194565.500000 Penalty: 5038.624512
	Iteration 61Q: 3 clusters Score -5194566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5194563.000000 Penalty: 5038.624512
	Iteration 62Q: 3 clusters Score -5194563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5194558.500000 Penalty: 5038.624512
	Iteration 63Q: 3 clusters Score -5194558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5194558.500000 Penalty: 5038.624512
	Iteration 64Q: 3 clusters Score -5194558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -5194561.500000 Penalty: 5038.624512
	Iteration 65Q: 3 clusters Score -5194562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5194560.000000 Penalty: 5038.624512
	Iteration 66Q: 3 clusters Score -5194560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5194560.500000 Penalty: 5038.624512
	Iteration 67Q: 3 clusters Score -5194560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5194554.000000 Penalty: 5038.624512
	Iteration 68Q: 3 clusters Score -5194554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -5194551.500000 Penalty: 5038.624512
	Iteration 69Q: 3 clusters Score -5194552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -5194551.000000 Penalty: 5038.624512
	Iteration 70Q: 3 clusters Score -5194551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -5194547.500000 Penalty: 5038.624512
	Iteration 71Q: 3 clusters Score -5194548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5194546.500000 Penalty: 5038.624512
	Iteration 72Q: 3 clusters Score -5194546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5194544.500000 Penalty: 5038.624512
	Iteration 73Q: 3 clusters Score -5194544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5194546.000000 Penalty: 5038.624512
	Iteration 74Q: 3 clusters Score -5194546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5194549.500000 Penalty: 5038.624512
	Iteration 75Q: 3 clusters Score -5194550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5194549.500000 Penalty: 5038.624512
	Iteration 76Q: 3 clusters Score -5194550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5194543.500000 Penalty: 5038.624512
	Iteration 77Q: 3 clusters Score -5194544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5194549.000000 Penalty: 5038.624512
	Iteration 78Q: 3 clusters Score -5194549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -5194550.000000 Penalty: 5038.624512
	Iteration 79Q: 3 clusters Score -5194550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5194543.500000 Penalty: 5038.624512
	Iteration 80F: 3 clusters Score -5194544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5194550.000000 Penalty: 5038.624512
	Iteration 81Q: 3 clusters Score -5194550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5194555.000000 Penalty: 5038.624512
	Iteration 82Q: 3 clusters Score -5194555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5194553.000000 Penalty: 5038.624512
	Iteration 83Q: 3 clusters Score -5194553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5194559.500000 Penalty: 5038.624512
	Iteration 84Q: 3 clusters Score -5194560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -5194566.000000 Penalty: 5038.624512
	Iteration 85Q: 3 clusters Score -5194566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -5194565.000000 Penalty: 5038.624512
	Iteration 86Q: 3 clusters Score -5194565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5194561.000000 Penalty: 5038.624512
	Iteration 87Q: 3 clusters Score -5194561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5194561.500000 Penalty: 5038.624512
	Iteration 88Q: 3 clusters Score -5194562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5194559.000000 Penalty: 5038.624512
	Iteration 89Q: 3 clusters Score -5194559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -5194565.000000 Penalty: 5038.624512
	Iteration 90Q: 3 clusters Score -5194565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5194563.500000 Penalty: 5038.624512
	Iteration 91Q: 3 clusters Score -5194564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5194563.500000 Penalty: 5038.624512
	Iteration 92F: 3 clusters Score -5194564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Entering Unmasked Estep 
Score: -4151036.500000 Penalty: 2461.716553
	Iteration 0F: 2 clusters Score -4151036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4137310.750000 Penalty: 4923.433105
	Iteration 0F: 3 clusters Score -4137311 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4142189.000000 Penalty: 4923.433105
	Iteration 1F: 3 clusters Score -4142189 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4142597.000000 Penalty: 4923.433105
	Iteration 2F: 3 clusters Score -4142597 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4142967.500000 Penalty: 4923.433105
	Iteration 3Q: 3 clusters Score -4142968 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4143347.250000 Penalty: 4923.433105
	Iteration 4Q: 3 clusters Score -4143347 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4143797.250000 Penalty: 4923.433105
	Iteration 5Q: 3 clusters Score -4143797 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -4144342.250000 Penalty: 4923.433105
	Iteration 6Q: 3 clusters Score -4144342 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4144984.500000 Penalty: 4923.433105
	Iteration 7F: 3 clusters Score -4144984 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4145660.000000 Penalty: 4923.433105
	Iteration 8F: 3 clusters Score -4145660 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4146469.250000 Penalty: 4923.433105
	Iteration 9F: 3 clusters Score -4146469 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4147361.000000 Penalty: 4923.433105
	Iteration 10F: 3 clusters Score -4147361 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4148214.250000 Penalty: 4923.433105
	Iteration 11Q: 3 clusters Score -4148214 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4148920.000000 Penalty: 4923.433105
	Iteration 12Q: 3 clusters Score -4148920 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4149277.000000 Penalty: 4923.433105
	Iteration 13Q: 3 clusters Score -4149277 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4149425.750000 Penalty: 4923.433105
	Iteration 14Q: 3 clusters Score -4149426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -4149513.000000 Penalty: 4923.433105
	Iteration 15Q: 3 clusters Score -4149513 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4149538.000000 Penalty: 4923.433105
	Iteration 16Q: 3 clusters Score -4149538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4149559.750000 Penalty: 4923.433105
	Iteration 17Q: 3 clusters Score -4149560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4149572.750000 Penalty: 4923.433105
	Iteration 18Q: 3 clusters Score -4149573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4149575.750000 Penalty: 4923.433105
	Iteration 19Q: 3 clusters Score -4149576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4149571.500000 Penalty: 4923.433105
	Iteration 20F: 3 clusters Score -4149572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4149582.000000 Penalty: 4923.433105
	Iteration 21Q: 3 clusters Score -4149582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4149579.250000 Penalty: 4923.433105
	Iteration 22Q: 3 clusters Score -4149579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4149578.250000 Penalty: 4923.433105
	Iteration 23Q: 3 clusters Score -4149578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -4149575.250000 Penalty: 4923.433105
	Iteration 24Q: 3 clusters Score -4149575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4149576.750000 Penalty: 4923.433105
	Iteration 25Q: 3 clusters Score -4149577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4149577.000000 Penalty: 4923.433105
	Iteration 26Q: 3 clusters Score -4149577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -4149577.250000 Penalty: 4923.433105
	Iteration 27Q: 3 clusters Score -4149577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4149580.250000 Penalty: 4923.433105
	Iteration 28Q: 3 clusters Score -4149580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4149582.250000 Penalty: 4923.433105
	Iteration 29Q: 3 clusters Score -4149582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4149582.250000 Penalty: 4923.433105
	Iteration 30F: 3 clusters Score -4149582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Entering Unmasked Estep 
Score: -6892910.500000 Penalty: 2607.751221
	Iteration 0F: 2 clusters Score -6892910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -6868716.500000 Penalty: 5215.502441
	Iteration 0F: 3 clusters Score -6868716 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6877625.500000 Penalty: 5215.502441
	Iteration 1F: 3 clusters Score -6877626 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -6878099.500000 Penalty: 5215.502441
	Iteration 2Q: 3 clusters Score -6878100 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -6878485.500000 Penalty: 5215.502441
	Iteration 3Q: 3 clusters Score -6878486 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -6878837.500000 Penalty: 5215.502441
	Iteration 4Q: 3 clusters Score -6878838 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6879203.500000 Penalty: 5215.502441
	Iteration 5Q: 3 clusters Score -6879204 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -6879587.500000 Penalty: 5215.502441
	Iteration 6Q: 3 clusters Score -6879588 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -6880057.500000 Penalty: 5215.502441
	Iteration 7Q: 3 clusters Score -6880058 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -6880712.000000 Penalty: 5215.502441
	Iteration 8Q: 3 clusters Score -6880712 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -6881627.000000 Penalty: 5215.502441
	Iteration 9Q: 3 clusters Score -6881627 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -6882849.000000 Penalty: 5215.502441
	Iteration 10F: 3 clusters Score -6882849 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -6884368.000000 Penalty: 5215.502441
	Iteration 11F: 3 clusters Score -6884368 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -6886072.000000 Penalty: 5215.502441
	Iteration 12F: 3 clusters Score -6886072 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6887667.500000 Penalty: 5215.502441
	Iteration 13F: 3 clusters Score -6887668 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -6888859.000000 Penalty: 5215.502441
	Iteration 14Q: 3 clusters Score -6888859 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6889590.000000 Penalty: 5215.502441
	Iteration 15Q: 3 clusters Score -6889590 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6890079.000000 Penalty: 5215.502441
	Iteration 16Q: 3 clusters Score -6890079 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6890322.000000 Penalty: 5215.502441
	Iteration 17Q: 3 clusters Score -6890322 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6890533.500000 Penalty: 5215.502441
	Iteration 18Q: 3 clusters Score -6890534 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6890655.500000 Penalty: 5215.502441
	Iteration 19Q: 3 clusters Score -6890656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6890758.500000 Penalty: 5215.502441
	Iteration 20F: 3 clusters Score -6890758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6890810.500000 Penalty: 5215.502441
	Iteration 21Q: 3 clusters Score -6890810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6890833.500000 Penalty: 5215.502441
	Iteration 22Q: 3 clusters Score -6890834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6890835.000000 Penalty: 5215.502441
	Iteration 23Q: 3 clusters Score -6890835 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6890852.000000 Penalty: 5215.502441
	Iteration 24Q: 3 clusters Score -6890852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6890862.000000 Penalty: 5215.502441
	Iteration 25Q: 3 clusters Score -6890862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6890863.500000 Penalty: 5215.502441
	Iteration 26Q: 3 clusters Score -6890864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6890861.500000 Penalty: 5215.502441
	Iteration 27Q: 3 clusters Score -6890862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6890867.000000 Penalty: 5215.502441
	Iteration 28Q: 3 clusters Score -6890867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6890869.000000 Penalty: 5215.502441
	Iteration 29Q: 3 clusters Score -6890869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6890866.000000 Penalty: 5215.502441
	Iteration 30Q: 3 clusters Score -6890866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6890872.000000 Penalty: 5215.502441
	Iteration 31Q: 3 clusters Score -6890872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6890872.000000 Penalty: 5215.502441
	Iteration 32Q: 3 clusters Score -6890872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6890870.000000 Penalty: 5215.502441
	Iteration 33Q: 3 clusters Score -6890870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6890877.000000 Penalty: 5215.502441
	Iteration 34Q: 3 clusters Score -6890877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6890881.000000 Penalty: 5215.502441
	Iteration 35Q: 3 clusters Score -6890881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6890883.000000 Penalty: 5215.502441
	Iteration 36Q: 3 clusters Score -6890883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6890883.000000 Penalty: 5215.502441
	Iteration 37Q: 3 clusters Score -6890883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6890882.500000 Penalty: 5215.502441
	Iteration 38Q: 3 clusters Score -6890882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6890882.500000 Penalty: 5215.502441
	Iteration 39Q: 3 clusters Score -6890882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6890889.000000 Penalty: 5215.502441
	Iteration 40F: 3 clusters Score -6890889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -125491.007812 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -125491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -123792.117188 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -123792.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -124152.015625 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -124152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -124309.156250 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -124309.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -124373.882812 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -124373.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124432.992188 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -124433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -124479.875000 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -124479.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124496.687500 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -124496.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -124512.593750 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -124512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124523.773438 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -124523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124531.242188 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -124531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124534.312500 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -124534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -124535.523438 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -124535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -124539.703125 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -124539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -124541.515625 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -124541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -124546.343750 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -124546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -124552.367188 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -124552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -124556.398438 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -124556.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124565.929688 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -124565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124577.687500 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -124577.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -124590.453125 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -124590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -124595.960938 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -124596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124609.421875 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -124609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -124626.609375 Penalty: 3292.080078
	Iteration 22Q: 3 clusters Score -124626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124655.328125 Penalty: 3292.080078
	Iteration 23Q: 3 clusters Score -124655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124666.234375 Penalty: 3292.080078
	Iteration 24Q: 3 clusters Score -124666.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124672.531250 Penalty: 3292.080078
	Iteration 25Q: 3 clusters Score -124672.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124677.710938 Penalty: 3292.080078
	Iteration 26Q: 3 clusters Score -124677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -124682.843750 Penalty: 3292.080078
	Iteration 27Q: 3 clusters Score -124682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124687.906250 Penalty: 3292.080078
	Iteration 28Q: 3 clusters Score -124687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -124689.507812 Penalty: 3292.080078
	Iteration 29Q: 3 clusters Score -124689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -124689.507812 Penalty: 3292.080078
	Iteration 30F: 3 clusters Score -124689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Entering Unmasked Estep 
Score: -7705283.000000 Penalty: 2636.598877
	Iteration 0F: 2 clusters Score -7705283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7678191.000000 Penalty: 5273.197754
	Iteration 0F: 3 clusters Score -7678191 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7688650.500000 Penalty: 5273.197754
	Iteration 1F: 3 clusters Score -7688650 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -7689106.500000 Penalty: 5273.197754
	Iteration 2Q: 3 clusters Score -7689106 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -7689557.500000 Penalty: 5273.197754
	Iteration 3Q: 3 clusters Score -7689558 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -7690118.000000 Penalty: 5273.197754
	Iteration 4Q: 3 clusters Score -7690118 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -7690804.500000 Penalty: 5273.197754
	Iteration 5Q: 3 clusters Score -7690804 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -7691665.500000 Penalty: 5273.197754
	Iteration 6Q: 3 clusters Score -7691666 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7692954.000000 Penalty: 5273.197754
	Iteration 7F: 3 clusters Score -7692954 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7694707.500000 Penalty: 5273.197754
	Iteration 8F: 3 clusters Score -7694708 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -7696976.000000 Penalty: 5273.197754
	Iteration 9F: 3 clusters Score -7696976 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -7699316.000000 Penalty: 5273.197754
	Iteration 10F: 3 clusters Score -7699316 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -7701097.500000 Penalty: 5273.197754
	Iteration 11Q: 3 clusters Score -7701098 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7702059.000000 Penalty: 5273.197754
	Iteration 12Q: 3 clusters Score -7702059 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -7702527.000000 Penalty: 5273.197754
	Iteration 13Q: 3 clusters Score -7702527 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7702871.000000 Penalty: 5273.197754
	Iteration 14Q: 3 clusters Score -7702871 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7703041.500000 Penalty: 5273.197754
	Iteration 15Q: 3 clusters Score -7703042 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7703123.500000 Penalty: 5273.197754
	Iteration 16Q: 3 clusters Score -7703124 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7703176.500000 Penalty: 5273.197754
	Iteration 17Q: 3 clusters Score -7703176 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7703230.000000 Penalty: 5273.197754
	Iteration 18Q: 3 clusters Score -7703230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7703281.500000 Penalty: 5273.197754
	Iteration 19Q: 3 clusters Score -7703282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7703300.500000 Penalty: 5273.197754
	Iteration 20F: 3 clusters Score -7703300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7703330.500000 Penalty: 5273.197754
	Iteration 21Q: 3 clusters Score -7703330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7703343.000000 Penalty: 5273.197754
	Iteration 22Q: 3 clusters Score -7703343 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7703336.000000 Penalty: 5273.197754
	Iteration 23Q: 3 clusters Score -7703336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7703354.500000 Penalty: 5273.197754
	Iteration 24Q: 3 clusters Score -7703354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7703344.500000 Penalty: 5273.197754
	Iteration 25Q: 3 clusters Score -7703344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7703333.500000 Penalty: 5273.197754
	Iteration 26Q: 3 clusters Score -7703334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7703339.000000 Penalty: 5273.197754
	Iteration 27Q: 3 clusters Score -7703339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7703342.000000 Penalty: 5273.197754
	Iteration 28Q: 3 clusters Score -7703342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7703345.000000 Penalty: 5273.197754
	Iteration 29Q: 3 clusters Score -7703345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7703346.000000 Penalty: 5273.197754
	Iteration 30Q: 3 clusters Score -7703346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7703352.000000 Penalty: 5273.197754
	Iteration 31Q: 3 clusters Score -7703352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7703342.000000 Penalty: 5273.197754
	Iteration 32Q: 3 clusters Score -7703342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7703332.500000 Penalty: 5273.197754
	Iteration 33Q: 3 clusters Score -7703332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -7703334.500000 Penalty: 5273.197754
	Iteration 34Q: 3 clusters Score -7703334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7703324.000000 Penalty: 5273.197754
	Iteration 35Q: 3 clusters Score -7703324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7703337.000000 Penalty: 5273.197754
	Iteration 36Q: 3 clusters Score -7703337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7703341.500000 Penalty: 5273.197754
	Iteration 37Q: 3 clusters Score -7703342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7703344.500000 Penalty: 5273.197754
	Iteration 38Q: 3 clusters Score -7703344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7703351.000000 Penalty: 5273.197754
	Iteration 39Q: 3 clusters Score -7703351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -7703356.000000 Penalty: 5273.197754
	Iteration 40F: 3 clusters Score -7703356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7703355.500000 Penalty: 5273.197754
	Iteration 41Q: 3 clusters Score -7703356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7703356.500000 Penalty: 5273.197754
	Iteration 42Q: 3 clusters Score -7703356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7703354.500000 Penalty: 5273.197754
	Iteration 43Q: 3 clusters Score -7703354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7703354.500000 Penalty: 5273.197754
	Iteration 44F: 3 clusters Score -7703354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Entering Unmasked Estep 
Score: -4727720.500000 Penalty: 2490.240234
	Iteration 0F: 2 clusters Score -4727720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -4714127.500000 Penalty: 4980.480469
	Iteration 0F: 3 clusters Score -4714128 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -4719611.500000 Penalty: 4980.480469
	Iteration 1F: 3 clusters Score -4719612 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4719968.000000 Penalty: 4980.480469
	Iteration 2F: 3 clusters Score -4719968 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4720202.500000 Penalty: 4980.480469
	Iteration 3Q: 3 clusters Score -4720202 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4720373.500000 Penalty: 4980.480469
	Iteration 4Q: 3 clusters Score -4720374 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -4720523.500000 Penalty: 4980.480469
	Iteration 5Q: 3 clusters Score -4720524 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4720645.500000 Penalty: 4980.480469
	Iteration 6Q: 3 clusters Score -4720646 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4720809 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4720949 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4721169 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4721376 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4721563 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4721873 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4722244 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4722716 nChanged 864
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4723229 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4723715.500000 Penalty: 4980.480469
	Iteration 16Q: 3 clusters Score -4723716 nChanged 781
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4724067 nChanged 557
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4724222 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4724306 nChanged 349
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4724361.000000 Penalty: 4980.480469
	Iteration 20F: 3 clusters Score -4724361 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -4724421.000000 Penalty: 4980.480469
	Iteration 21Q: 3 clusters Score -4724421 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4724438 nChanged 339
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4724506.000000 Penalty: 4980.480469
	Iteration 23Q: 3 clusters Score -4724506 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4724579 nChanged 368
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4724662 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4724722 nChanged 430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4724806 nChanged 450
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4724934 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4725075 nChanged 459
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Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4725223.000000 Penalty: 4980.480469
	Iteration 30Q: 3 clusters Score -4725223 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4725370.500000 Penalty: 4980.480469
	Iteration 31Q: 3 clusters Score -4725370 nChanged 434
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Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4725436.000000 Penalty: 4980.480469
	Iteration 32Q: 3 clusters Score -4725436 nChanged 434
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Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4725469 nChanged 425
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Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4725488 nChanged 389
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4725424 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4725374 nChanged 412
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4725369 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4725374 nChanged 396
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4725427.500000 Penalty: 4980.480469
	Iteration 39Q: 3 clusters Score -4725428 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -4725751.000000 Penalty: 4980.480469
	Iteration 40F: 3 clusters Score -4725751 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4725994 nChanged 513
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4726198 nChanged 484
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Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4726364 nChanged 442
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4726515 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4726586 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4726668 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4726704 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4726720 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4726746 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4726786 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4726800 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4726799 nChanged 90
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Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4726821.500000 Penalty: 4980.480469
	Iteration 53Q: 3 clusters Score -4726822 nChanged 75
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Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4726825.000000 Penalty: 4980.480469
	Iteration 54Q: 3 clusters Score -4726825 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -4726841.000000 Penalty: 4980.480469
	Iteration 55Q: 3 clusters Score -4726841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -4726853.000000 Penalty: 4980.480469
	Iteration 56Q: 3 clusters Score -4726853 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4726866 nChanged 65
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Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4726877 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4726900 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4726892.500000 Penalty: 4980.480469
	Iteration 60F: 3 clusters Score -4726892 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4726899 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4726900 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4726914 nChanged 44
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Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -4726908.500000 Penalty: 4980.480469
	Iteration 64Q: 3 clusters Score -4726908 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4726921.000000 Penalty: 4980.480469
	Iteration 65Q: 3 clusters Score -4726921 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4726920.500000 Penalty: 4980.480469
	Iteration 66Q: 3 clusters Score -4726920 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4726935 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4726944.500000 Penalty: 4980.480469
	Iteration 68Q: 3 clusters Score -4726944 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -4726955.500000 Penalty: 4980.480469
	Iteration 69Q: 3 clusters Score -4726956 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -4726959.000000 Penalty: 4980.480469
	Iteration 70Q: 3 clusters Score -4726959 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4726972 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13466 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4726970 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4726978 nChanged 53
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Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4726970 nChanged 55
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Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4726972 nChanged 62
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Mstep: Class 1 contains 13252 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4727003 nChanged 43
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Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4726996 nChanged 34
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Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4726989 nChanged 33
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Mstep: Class 1 contains 13150 members 
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	Iteration 79Q: 3 clusters Score -4726996 nChanged 40
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Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4727003 nChanged 49
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Mstep: Class 2 contains 9894 members 
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	Iteration 81Q: 3 clusters Score -4726996 nChanged 52
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	Iteration 82Q: 3 clusters Score -4727002 nChanged 51
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Mstep: Class 1 contains 12960 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4727004 nChanged 56
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	Iteration 84Q: 3 clusters Score -4727026 nChanged 53
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	Iteration 85Q: 3 clusters Score -4727050 nChanged 46
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	Iteration 86Q: 3 clusters Score -4727054 nChanged 47
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4727068 nChanged 46
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Mstep: Class 1 contains 12714 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4727078 nChanged 41
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	Iteration 89Q: 3 clusters Score -4727078 nChanged 29
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Mstep: Class 1 contains 12646 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4727079 nChanged 22
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	Iteration 91Q: 3 clusters Score -4727088 nChanged 23
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4727086 nChanged 24
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	Iteration 93Q: 3 clusters Score -4727086 nChanged 22
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4727106 nChanged 18
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4727109 nChanged 13
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	Iteration 96Q: 3 clusters Score -4727102 nChanged 13
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	Iteration 97Q: 3 clusters Score -4727110 nChanged 9
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4727097 nChanged 10
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Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4727106.000000 Penalty: 4980.480469
	Iteration 99Q: 3 clusters Score -4727106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -4727100.000000 Penalty: 4980.480469
	Iteration 100F: 3 clusters Score -4727100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4727096.500000 Penalty: 4980.480469
	Iteration 101Q: 3 clusters Score -4727096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4727099.000000 Penalty: 4980.480469
	Iteration 102Q: 3 clusters Score -4727099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4727101.500000 Penalty: 4980.480469
	Iteration 103Q: 3 clusters Score -4727102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4727104.500000 Penalty: 4980.480469
	Iteration 104Q: 3 clusters Score -4727104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4727100.000000 Penalty: 4980.480469
	Iteration 105Q: 3 clusters Score -4727100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4727097.000000 Penalty: 4980.480469
	Iteration 106Q: 3 clusters Score -4727097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4727107.000000 Penalty: 4980.480469
	Iteration 107Q: 3 clusters Score -4727107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4727107.500000 Penalty: 4980.480469
	Iteration 108Q: 3 clusters Score -4727108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4727115.000000 Penalty: 4980.480469
	Iteration 109Q: 3 clusters Score -4727115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4727121.500000 Penalty: 4980.480469
	Iteration 110Q: 3 clusters Score -4727122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -4727123.500000 Penalty: 4980.480469
	Iteration 111Q: 3 clusters Score -4727124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4727121.000000 Penalty: 4980.480469
	Iteration 112Q: 3 clusters Score -4727121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4727119.000000 Penalty: 4980.480469
	Iteration 113Q: 3 clusters Score -4727119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4727115.000000 Penalty: 4980.480469
	Iteration 114Q: 3 clusters Score -4727115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4727115.500000 Penalty: 4980.480469
	Iteration 115Q: 3 clusters Score -4727116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -4727126.000000 Penalty: 4980.480469
	Iteration 116Q: 3 clusters Score -4727126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4727126.000000 Penalty: 4980.480469
	Iteration 117Q: 3 clusters Score -4727126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4727121.500000 Penalty: 4980.480469
	Iteration 118Q: 3 clusters Score -4727122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4727116.500000 Penalty: 4980.480469
	Iteration 119Q: 3 clusters Score -4727116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -4727122.000000 Penalty: 4980.480469
	Iteration 120F: 3 clusters Score -4727122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4727121.500000 Penalty: 4980.480469
	Iteration 121Q: 3 clusters Score -4727122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4727133.500000 Penalty: 4980.480469
	Iteration 122Q: 3 clusters Score -4727134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -4727134.000000 Penalty: 4980.480469
	Iteration 123Q: 3 clusters Score -4727134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4727145.000000 Penalty: 4980.480469
	Iteration 124Q: 3 clusters Score -4727145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4727152.000000 Penalty: 4980.480469
	Iteration 125Q: 3 clusters Score -4727152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -4727156.500000 Penalty: 4980.480469
	Iteration 126Q: 3 clusters Score -4727156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4727154.000000 Penalty: 4980.480469
	Iteration 127Q: 3 clusters Score -4727154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4727149.000000 Penalty: 4980.480469
	Iteration 128Q: 3 clusters Score -4727149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -4727153.500000 Penalty: 4980.480469
	Iteration 129Q: 3 clusters Score -4727154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -4727147.500000 Penalty: 4980.480469
	Iteration 130Q: 3 clusters Score -4727148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4727149.500000 Penalty: 4980.480469
	Iteration 131Q: 3 clusters Score -4727150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -4727162.000000 Penalty: 4980.480469
	Iteration 132Q: 3 clusters Score -4727162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -4727163.000000 Penalty: 4980.480469
	Iteration 133Q: 3 clusters Score -4727163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4727166.000000 Penalty: 4980.480469
	Iteration 134Q: 3 clusters Score -4727166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4727163.000000 Penalty: 4980.480469
	Iteration 135Q: 3 clusters Score -4727163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4727163.000000 Penalty: 4980.480469
	Iteration 136F: 3 clusters Score -4727163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Entering Unmasked Estep 
Score: -5893617.000000 Penalty: 2560.589355
	Iteration 0F: 2 clusters Score -5893617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5874364.000000 Penalty: 5121.178711
	Iteration 0F: 3 clusters Score -5874364 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5881825.000000 Penalty: 5121.178711
	Iteration 1F: 3 clusters Score -5881825 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5882282.000000 Penalty: 5121.178711
	Iteration 2Q: 3 clusters Score -5882282 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -5882754.000000 Penalty: 5121.178711
	Iteration 3Q: 3 clusters Score -5882754 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -5883340.000000 Penalty: 5121.178711
	Iteration 4Q: 3 clusters Score -5883340 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -5884047.000000 Penalty: 5121.178711
	Iteration 5F: 3 clusters Score -5884047 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5885059.500000 Penalty: 5121.178711
	Iteration 6F: 3 clusters Score -5885060 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5886358.500000 Penalty: 5121.178711
	Iteration 7F: 3 clusters Score -5886358 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5887991.000000 Penalty: 5121.178711
	Iteration 8F: 3 clusters Score -5887991 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5889275.000000 Penalty: 5121.178711
	Iteration 9F: 3 clusters Score -5889275 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5890150.000000 Penalty: 5121.178711
	Iteration 10Q: 3 clusters Score -5890150 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -5890675.000000 Penalty: 5121.178711
	Iteration 11Q: 3 clusters Score -5890675 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5890965.000000 Penalty: 5121.178711
	Iteration 12Q: 3 clusters Score -5890965 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5891128.000000 Penalty: 5121.178711
	Iteration 13Q: 3 clusters Score -5891128 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5891224.500000 Penalty: 5121.178711
	Iteration 14Q: 3 clusters Score -5891224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -5891289.500000 Penalty: 5121.178711
	Iteration 15Q: 3 clusters Score -5891290 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -5891334.000000 Penalty: 5121.178711
	Iteration 16Q: 3 clusters Score -5891334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -5891356.000000 Penalty: 5121.178711
	Iteration 17Q: 3 clusters Score -5891356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5891384.500000 Penalty: 5121.178711
	Iteration 18Q: 3 clusters Score -5891384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5891398.500000 Penalty: 5121.178711
	Iteration 19Q: 3 clusters Score -5891398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5891416.000000 Penalty: 5121.178711
	Iteration 20F: 3 clusters Score -5891416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5891437.000000 Penalty: 5121.178711
	Iteration 21Q: 3 clusters Score -5891437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5891459.500000 Penalty: 5121.178711
	Iteration 22Q: 3 clusters Score -5891460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -5891464.000000 Penalty: 5121.178711
	Iteration 23Q: 3 clusters Score -5891464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5891470.000000 Penalty: 5121.178711
	Iteration 24Q: 3 clusters Score -5891470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5891470.500000 Penalty: 5121.178711
	Iteration 25Q: 3 clusters Score -5891470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -5891470.500000 Penalty: 5121.178711
	Iteration 26Q: 3 clusters Score -5891470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5891475.500000 Penalty: 5121.178711
	Iteration 27Q: 3 clusters Score -5891476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5891477.000000 Penalty: 5121.178711
	Iteration 28Q: 3 clusters Score -5891477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -5891477.000000 Penalty: 5121.178711
	Iteration 29F: 3 clusters Score -5891477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -31519.531250 Penalty: 1326.082642
	Iteration 0F: 2 clusters Score -31519.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30626.246094 Penalty: 2652.165283
	Iteration 0F: 3 clusters Score -30626.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30770.386719 Penalty: 2652.165283
	Iteration 1F: 3 clusters Score -30770.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -30801.212891 Penalty: 2652.165283
	Iteration 2Q: 3 clusters Score -30801.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -30821.947266 Penalty: 2652.165283
	Iteration 3Q: 3 clusters Score -30821.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -30840.128906 Penalty: 2652.165283
	Iteration 4Q: 3 clusters Score -30840.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -30849.638672 Penalty: 2652.165283
	Iteration 5Q: 3 clusters Score -30849.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -30854.125000 Penalty: 2652.165283
	Iteration 6Q: 3 clusters Score -30854.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -30859.054688 Penalty: 2652.165283
	Iteration 7Q: 3 clusters Score -30859.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -30859.054688 Penalty: 2652.165283
	Iteration 8F: 3 clusters Score -30859.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Entering Unmasked Estep 
Score: -6198646.000000 Penalty: 2572.563965
	Iteration 0F: 2 clusters Score -6198646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -6178845.500000 Penalty: 5145.127930
	Iteration 0F: 3 clusters Score -6178846 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6186718.500000 Penalty: 5145.127930
	Iteration 1F: 3 clusters Score -6186718 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -6187058.500000 Penalty: 5145.127930
	Iteration 2Q: 3 clusters Score -6187058 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -6187366.000000 Penalty: 5145.127930
	Iteration 3Q: 3 clusters Score -6187366 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6187642.000000 Penalty: 5145.127930
	Iteration 4Q: 3 clusters Score -6187642 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6187880.500000 Penalty: 5145.127930
	Iteration 5Q: 3 clusters Score -6187880 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6188149.500000 Penalty: 5145.127930
	Iteration 6Q: 3 clusters Score -6188150 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -6188573.500000 Penalty: 5145.127930
	Iteration 7Q: 3 clusters Score -6188574 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -6189053.500000 Penalty: 5145.127930
	Iteration 8Q: 3 clusters Score -6189054 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6189796.500000 Penalty: 5145.127930
	Iteration 9Q: 3 clusters Score -6189796 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -6190825.500000 Penalty: 5145.127930
	Iteration 10Q: 3 clusters Score -6190826 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6192354.500000 Penalty: 5145.127930
	Iteration 11F: 3 clusters Score -6192354 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -6193889.500000 Penalty: 5145.127930
	Iteration 12F: 3 clusters Score -6193890 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6195166.500000 Penalty: 5145.127930
	Iteration 13F: 3 clusters Score -6195166 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -6195844.500000 Penalty: 5145.127930
	Iteration 14Q: 3 clusters Score -6195844 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6196103.500000 Penalty: 5145.127930
	Iteration 15Q: 3 clusters Score -6196104 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -6196226.000000 Penalty: 5145.127930
	Iteration 16Q: 3 clusters Score -6196226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -6196309.500000 Penalty: 5145.127930
	Iteration 17Q: 3 clusters Score -6196310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6196372.500000 Penalty: 5145.127930
	Iteration 18Q: 3 clusters Score -6196372 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6196417.000000 Penalty: 5145.127930
	Iteration 19Q: 3 clusters Score -6196417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6196432.500000 Penalty: 5145.127930
	Iteration 20F: 3 clusters Score -6196432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -6196446.500000 Penalty: 5145.127930
	Iteration 21Q: 3 clusters Score -6196446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -6196462.000000 Penalty: 5145.127930
	Iteration 22Q: 3 clusters Score -6196462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6196470.500000 Penalty: 5145.127930
	Iteration 23Q: 3 clusters Score -6196470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6196493.000000 Penalty: 5145.127930
	Iteration 24Q: 3 clusters Score -6196493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6196511.500000 Penalty: 5145.127930
	Iteration 25Q: 3 clusters Score -6196512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6196514.000000 Penalty: 5145.127930
	Iteration 26Q: 3 clusters Score -6196514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -6196511.500000 Penalty: 5145.127930
	Iteration 27Q: 3 clusters Score -6196512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6196505.500000 Penalty: 5145.127930
	Iteration 28Q: 3 clusters Score -6196506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6196506.000000 Penalty: 5145.127930
	Iteration 29Q: 3 clusters Score -6196506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6196506.000000 Penalty: 5145.127930
	Iteration 30Q: 3 clusters Score -6196506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -6196510.000000 Penalty: 5145.127930
	Iteration 31Q: 3 clusters Score -6196510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6196506.500000 Penalty: 5145.127930
	Iteration 32Q: 3 clusters Score -6196506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -6196500.000000 Penalty: 5145.127930
	Iteration 33Q: 3 clusters Score -6196500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -6196500.000000 Penalty: 5145.127930
	Iteration 34Q: 3 clusters Score -6196500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -6196500.000000 Penalty: 5145.127930
	Iteration 35F: 3 clusters Score -6196500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Entering Unmasked Estep 
Score: -4542899.000000 Penalty: 2479.340820
	Iteration 0F: 2 clusters Score -4542899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4530074.500000 Penalty: 4958.681641
	Iteration 0F: 3 clusters Score -4530074 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4535245.000000 Penalty: 4958.681641
	Iteration 1F: 3 clusters Score -4535245 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4535611.000000 Penalty: 4958.681641
	Iteration 2F: 3 clusters Score -4535611 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4535901.500000 Penalty: 4958.681641
	Iteration 3Q: 3 clusters Score -4535902 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4536095.000000 Penalty: 4958.681641
	Iteration 4Q: 3 clusters Score -4536095 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4536259.500000 Penalty: 4958.681641
	Iteration 5Q: 3 clusters Score -4536260 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4536382.000000 Penalty: 4958.681641
	Iteration 6Q: 3 clusters Score -4536382 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4536447.000000 Penalty: 4958.681641
	Iteration 7Q: 3 clusters Score -4536447 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -4536515.000000 Penalty: 4958.681641
	Iteration 8Q: 3 clusters Score -4536515 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4536587.500000 Penalty: 4958.681641
	Iteration 9Q: 3 clusters Score -4536588 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4536643.500000 Penalty: 4958.681641
	Iteration 10Q: 3 clusters Score -4536644 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4536665.000000 Penalty: 4958.681641
	Iteration 11Q: 3 clusters Score -4536665 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4536791.000000 Penalty: 4958.681641
	Iteration 12Q: 3 clusters Score -4536791 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4536973.000000 Penalty: 4958.681641
	Iteration 13Q: 3 clusters Score -4536973 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -4537148.500000 Penalty: 4958.681641
	Iteration 14Q: 3 clusters Score -4537148 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -4537319.500000 Penalty: 4958.681641
	Iteration 15Q: 3 clusters Score -4537320 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4537486.000000 Penalty: 4958.681641
	Iteration 16Q: 3 clusters Score -4537486 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4537650.500000 Penalty: 4958.681641
	Iteration 17Q: 3 clusters Score -4537650 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4537769.500000 Penalty: 4958.681641
	Iteration 18Q: 3 clusters Score -4537770 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4537904.000000 Penalty: 4958.681641
	Iteration 19Q: 3 clusters Score -4537904 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -4538163.000000 Penalty: 4958.681641
	Iteration 20F: 3 clusters Score -4538163 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4538364.000000 Penalty: 4958.681641
	Iteration 21Q: 3 clusters Score -4538364 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4538565.000000 Penalty: 4958.681641
	Iteration 22Q: 3 clusters Score -4538565 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4538812.500000 Penalty: 4958.681641
	Iteration 23Q: 3 clusters Score -4538812 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -4538989.500000 Penalty: 4958.681641
	Iteration 24Q: 3 clusters Score -4538990 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4539050.500000 Penalty: 4958.681641
	Iteration 25Q: 3 clusters Score -4539050 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -4539118.500000 Penalty: 4958.681641
	Iteration 26Q: 3 clusters Score -4539118 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4539184.500000 Penalty: 4958.681641
	Iteration 27Q: 3 clusters Score -4539184 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4539201.000000 Penalty: 4958.681641
	Iteration 28Q: 3 clusters Score -4539201 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4539374.500000 Penalty: 4958.681641
	Iteration 29Q: 3 clusters Score -4539374 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -4539523.500000 Penalty: 4958.681641
	Iteration 30Q: 3 clusters Score -4539524 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -4539699.000000 Penalty: 4958.681641
	Iteration 31Q: 3 clusters Score -4539699 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4539862.000000 Penalty: 4958.681641
	Iteration 32Q: 3 clusters Score -4539862 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4540079.500000 Penalty: 4958.681641
	Iteration 33Q: 3 clusters Score -4540080 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4540251.500000 Penalty: 4958.681641
	Iteration 34Q: 3 clusters Score -4540252 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4540394.000000 Penalty: 4958.681641
	Iteration 35Q: 3 clusters Score -4540394 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4540541.000000 Penalty: 4958.681641
	Iteration 36Q: 3 clusters Score -4540541 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4540625.000000 Penalty: 4958.681641
	Iteration 37Q: 3 clusters Score -4540625 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4540755.500000 Penalty: 4958.681641
	Iteration 38Q: 3 clusters Score -4540756 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4540893.500000 Penalty: 4958.681641
	Iteration 39Q: 3 clusters Score -4540894 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -4541040.500000 Penalty: 4958.681641
	Iteration 40F: 3 clusters Score -4541040 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4541193.500000 Penalty: 4958.681641
	Iteration 41Q: 3 clusters Score -4541194 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -4541259.000000 Penalty: 4958.681641
	Iteration 42Q: 3 clusters Score -4541259 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4541345.500000 Penalty: 4958.681641
	Iteration 43Q: 3 clusters Score -4541346 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4541373.000000 Penalty: 4958.681641
	Iteration 44Q: 3 clusters Score -4541373 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4541379.000000 Penalty: 4958.681641
	Iteration 45Q: 3 clusters Score -4541379 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4541492.500000 Penalty: 4958.681641
	Iteration 46Q: 3 clusters Score -4541492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4541520.500000 Penalty: 4958.681641
	Iteration 47Q: 3 clusters Score -4541520 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4541554.000000 Penalty: 4958.681641
	Iteration 48Q: 3 clusters Score -4541554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4541569.000000 Penalty: 4958.681641
	Iteration 49Q: 3 clusters Score -4541569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4541599.000000 Penalty: 4958.681641
	Iteration 50Q: 3 clusters Score -4541599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4541646.500000 Penalty: 4958.681641
	Iteration 51Q: 3 clusters Score -4541646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4541661.000000 Penalty: 4958.681641
	Iteration 52Q: 3 clusters Score -4541661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4541670.500000 Penalty: 4958.681641
	Iteration 53Q: 3 clusters Score -4541670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4541681.500000 Penalty: 4958.681641
	Iteration 54Q: 3 clusters Score -4541682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4541689.500000 Penalty: 4958.681641
	Iteration 55Q: 3 clusters Score -4541690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4541705.000000 Penalty: 4958.681641
	Iteration 56Q: 3 clusters Score -4541705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -4541712.000000 Penalty: 4958.681641
	Iteration 57Q: 3 clusters Score -4541712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4541709.500000 Penalty: 4958.681641
	Iteration 58Q: 3 clusters Score -4541710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4541716.000000 Penalty: 4958.681641
	Iteration 59Q: 3 clusters Score -4541716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4541706.500000 Penalty: 4958.681641
	Iteration 60F: 3 clusters Score -4541706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4541709.500000 Penalty: 4958.681641
	Iteration 61Q: 3 clusters Score -4541710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -4541716.000000 Penalty: 4958.681641
	Iteration 62Q: 3 clusters Score -4541716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4541726.000000 Penalty: 4958.681641
	Iteration 63Q: 3 clusters Score -4541726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4541731.500000 Penalty: 4958.681641
	Iteration 64Q: 3 clusters Score -4541732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4541734.000000 Penalty: 4958.681641
	Iteration 65Q: 3 clusters Score -4541734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4541727.000000 Penalty: 4958.681641
	Iteration 66Q: 3 clusters Score -4541727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4541727.000000 Penalty: 4958.681641
	Iteration 67F: 3 clusters Score -4541727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Entering Unmasked Estep 
Score: -5366795.500000 Penalty: 2542.372070
	Iteration 0F: 2 clusters Score -5366796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5347875.000000 Penalty: 5084.744141
	Iteration 0F: 3 clusters Score -5347875 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5354742.500000 Penalty: 5084.744141
	Iteration 1F: 3 clusters Score -5354742 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5355252.000000 Penalty: 5084.744141
	Iteration 2F: 3 clusters Score -5355252 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -5355722.000000 Penalty: 5084.744141
	Iteration 3Q: 3 clusters Score -5355722 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5356161.500000 Penalty: 5084.744141
	Iteration 4Q: 3 clusters Score -5356162 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5356640.500000 Penalty: 5084.744141
	Iteration 5Q: 3 clusters Score -5356640 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5357165.000000 Penalty: 5084.744141
	Iteration 6Q: 3 clusters Score -5357165 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -5357743.500000 Penalty: 5084.744141
	Iteration 7Q: 3 clusters Score -5357744 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5358475.000000 Penalty: 5084.744141
	Iteration 8Q: 3 clusters Score -5358475 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -5359162.500000 Penalty: 5084.744141
	Iteration 9Q: 3 clusters Score -5359162 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5359980.000000 Penalty: 5084.744141
	Iteration 10Q: 3 clusters Score -5359980 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5360815.000000 Penalty: 5084.744141
	Iteration 11F: 3 clusters Score -5360815 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -5361536.000000 Penalty: 5084.744141
	Iteration 12Q: 3 clusters Score -5361536 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -5362000.500000 Penalty: 5084.744141
	Iteration 13Q: 3 clusters Score -5362000 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -5362186.500000 Penalty: 5084.744141
	Iteration 14Q: 3 clusters Score -5362186 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5362255.500000 Penalty: 5084.744141
	Iteration 15Q: 3 clusters Score -5362256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5362309.500000 Penalty: 5084.744141
	Iteration 16Q: 3 clusters Score -5362310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5362340.500000 Penalty: 5084.744141
	Iteration 17Q: 3 clusters Score -5362340 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5362372.500000 Penalty: 5084.744141
	Iteration 18Q: 3 clusters Score -5362372 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5362397.000000 Penalty: 5084.744141
	Iteration 19Q: 3 clusters Score -5362397 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5362442.000000 Penalty: 5084.744141
	Iteration 20F: 3 clusters Score -5362442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5362448.500000 Penalty: 5084.744141
	Iteration 21Q: 3 clusters Score -5362448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5362456.000000 Penalty: 5084.744141
	Iteration 22Q: 3 clusters Score -5362456 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -5362472.000000 Penalty: 5084.744141
	Iteration 23Q: 3 clusters Score -5362472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5362501.500000 Penalty: 5084.744141
	Iteration 24Q: 3 clusters Score -5362502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5362532.000000 Penalty: 5084.744141
	Iteration 25Q: 3 clusters Score -5362532 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5362541.500000 Penalty: 5084.744141
	Iteration 26Q: 3 clusters Score -5362542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -5362557.000000 Penalty: 5084.744141
	Iteration 27Q: 3 clusters Score -5362557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5362579.000000 Penalty: 5084.744141
	Iteration 28Q: 3 clusters Score -5362579 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5362594.000000 Penalty: 5084.744141
	Iteration 29Q: 3 clusters Score -5362594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -5362619.500000 Penalty: 5084.744141
	Iteration 30Q: 3 clusters Score -5362620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5362615.500000 Penalty: 5084.744141
	Iteration 31Q: 3 clusters Score -5362616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5362649.000000 Penalty: 5084.744141
	Iteration 32Q: 3 clusters Score -5362649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5362661.500000 Penalty: 5084.744141
	Iteration 33Q: 3 clusters Score -5362662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5362664.500000 Penalty: 5084.744141
	Iteration 34Q: 3 clusters Score -5362664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5362680.000000 Penalty: 5084.744141
	Iteration 35Q: 3 clusters Score -5362680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5362689.000000 Penalty: 5084.744141
	Iteration 36Q: 3 clusters Score -5362689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5362695.500000 Penalty: 5084.744141
	Iteration 37Q: 3 clusters Score -5362696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5362697.000000 Penalty: 5084.744141
	Iteration 38Q: 3 clusters Score -5362697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5362713.000000 Penalty: 5084.744141
	Iteration 39Q: 3 clusters Score -5362713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5362726.500000 Penalty: 5084.744141
	Iteration 40F: 3 clusters Score -5362726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5362735.500000 Penalty: 5084.744141
	Iteration 41Q: 3 clusters Score -5362736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5362747.000000 Penalty: 5084.744141
	Iteration 42Q: 3 clusters Score -5362747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -5362744.500000 Penalty: 5084.744141
	Iteration 43Q: 3 clusters Score -5362744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -5362742.500000 Penalty: 5084.744141
	Iteration 44Q: 3 clusters Score -5362742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5362749.500000 Penalty: 5084.744141
	Iteration 45Q: 3 clusters Score -5362750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5362752.000000 Penalty: 5084.744141
	Iteration 46Q: 3 clusters Score -5362752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -5362750.500000 Penalty: 5084.744141
	Iteration 47Q: 3 clusters Score -5362750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5362758.000000 Penalty: 5084.744141
	Iteration 48Q: 3 clusters Score -5362758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5362754.500000 Penalty: 5084.744141
	Iteration 49Q: 3 clusters Score -5362754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5362759.000000 Penalty: 5084.744141
	Iteration 50Q: 3 clusters Score -5362759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5362760.000000 Penalty: 5084.744141
	Iteration 51Q: 3 clusters Score -5362760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5362769.500000 Penalty: 5084.744141
	Iteration 52Q: 3 clusters Score -5362770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5362766.000000 Penalty: 5084.744141
	Iteration 53Q: 3 clusters Score -5362766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -5362769.500000 Penalty: 5084.744141
	Iteration 54Q: 3 clusters Score -5362770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5362776.000000 Penalty: 5084.744141
	Iteration 55Q: 3 clusters Score -5362776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -5362770.000000 Penalty: 5084.744141
	Iteration 56Q: 3 clusters Score -5362770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5362763.000000 Penalty: 5084.744141
	Iteration 57Q: 3 clusters Score -5362763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5362772.500000 Penalty: 5084.744141
	Iteration 58Q: 3 clusters Score -5362772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -5362779.000000 Penalty: 5084.744141
	Iteration 59Q: 3 clusters Score -5362779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5362782.000000 Penalty: 5084.744141
	Iteration 60F: 3 clusters Score -5362782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -5362779.500000 Penalty: 5084.744141
	Iteration 61Q: 3 clusters Score -5362780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5362780.500000 Penalty: 5084.744141
	Iteration 62Q: 3 clusters Score -5362780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5362779.500000 Penalty: 5084.744141
	Iteration 63Q: 3 clusters Score -5362780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5362791.000000 Penalty: 5084.744141
	Iteration 64Q: 3 clusters Score -5362791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -5362794.000000 Penalty: 5084.744141
	Iteration 65Q: 3 clusters Score -5362794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5362789.500000 Penalty: 5084.744141
	Iteration 66Q: 3 clusters Score -5362790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5362788.500000 Penalty: 5084.744141
	Iteration 67Q: 3 clusters Score -5362788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5362786.500000 Penalty: 5084.744141
	Iteration 68Q: 3 clusters Score -5362786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -5362791.000000 Penalty: 5084.744141
	Iteration 69Q: 3 clusters Score -5362791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -5362797.500000 Penalty: 5084.744141
	Iteration 70Q: 3 clusters Score -5362798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5362794.000000 Penalty: 5084.744141
	Iteration 71Q: 3 clusters Score -5362794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -5362799.500000 Penalty: 5084.744141
	Iteration 72Q: 3 clusters Score -5362800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -5362795.500000 Penalty: 5084.744141
	Iteration 73Q: 3 clusters Score -5362796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5362807.500000 Penalty: 5084.744141
	Iteration 74Q: 3 clusters Score -5362808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5362801.000000 Penalty: 5084.744141
	Iteration 75Q: 3 clusters Score -5362801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5362810.000000 Penalty: 5084.744141
	Iteration 76Q: 3 clusters Score -5362810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -5362813.000000 Penalty: 5084.744141
	Iteration 77Q: 3 clusters Score -5362813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5362808.500000 Penalty: 5084.744141
	Iteration 78Q: 3 clusters Score -5362808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5362810.500000 Penalty: 5084.744141
	Iteration 79Q: 3 clusters Score -5362810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5362808.000000 Penalty: 5084.744141
	Iteration 80F: 3 clusters Score -5362808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -36842.312500 Penalty: 1346.477661
	Iteration 0F: 2 clusters Score -36842.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35646.636719 Penalty: 2692.955322
	Iteration 0F: 3 clusters Score -35646.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35716.062500 Penalty: 2692.955322
	Iteration 1F: 3 clusters Score -35716.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35739.863281 Penalty: 2692.955322
	Iteration 2Q: 3 clusters Score -35739.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35747.699219 Penalty: 2692.955322
	Iteration 3Q: 3 clusters Score -35747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35758.019531 Penalty: 2692.955322
	Iteration 4Q: 3 clusters Score -35758.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35764.542969 Penalty: 2692.955322
	Iteration 5Q: 3 clusters Score -35764.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35769.320312 Penalty: 2692.955322
	Iteration 6Q: 3 clusters Score -35769.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35776.039062 Penalty: 2692.955322
	Iteration 7Q: 3 clusters Score -35776.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35776.039062 Penalty: 2692.955322
	Iteration 8F: 3 clusters Score -35776.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -360379.625000 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -360379.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -357785.156250 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -357785.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -358424.093750 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -358424.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -358818.406250 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -358818.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -359058.437500 Penalty: 3765.062744
	Iteration 3F: 3 clusters Score -359058.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -359222.125000 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -359222.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -359304.812500 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -359304.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -359366.406250 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -359366.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -359416.375000 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -359416.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -359441.343750 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -359441.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -359462.156250 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -359462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -359470.687500 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -359470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -359482.375000 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -359482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -359491.625000 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -359491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -359500.906250 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -359500.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -359507.968750 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -359508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -359513.687500 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -359513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -359515.562500 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -359515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -359516.562500 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -359516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -359517.687500 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -359517.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -359518.156250 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -359518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -359518.937500 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -359518.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (26543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Entering Unmasked Estep 
Score: -4957927.000000 Penalty: 2526.257324
	Iteration 0F: 2 clusters Score -4957927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4939933.500000 Penalty: 5052.514648
	Iteration 0F: 3 clusters Score -4939934 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4946385.500000 Penalty: 5052.514648
	Iteration 1F: 3 clusters Score -4946386 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4946772.000000 Penalty: 5052.514648
	Iteration 2Q: 3 clusters Score -4946772 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4947106.000000 Penalty: 5052.514648
	Iteration 3Q: 3 clusters Score -4947106 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4947352.500000 Penalty: 5052.514648
	Iteration 4Q: 3 clusters Score -4947352 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4947528.000000 Penalty: 5052.514648
	Iteration 5Q: 3 clusters Score -4947528 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4947674.500000 Penalty: 5052.514648
	Iteration 6Q: 3 clusters Score -4947674 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4947814.500000 Penalty: 5052.514648
	Iteration 7Q: 3 clusters Score -4947814 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4947936.000000 Penalty: 5052.514648
	Iteration 8Q: 3 clusters Score -4947936 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -4948086.000000 Penalty: 5052.514648
	Iteration 9Q: 3 clusters Score -4948086 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4948254.500000 Penalty: 5052.514648
	Iteration 10Q: 3 clusters Score -4948254 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4948407.000000 Penalty: 5052.514648
	Iteration 11Q: 3 clusters Score -4948407 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4948689.000000 Penalty: 5052.514648
	Iteration 12Q: 3 clusters Score -4948689 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4949068.000000 Penalty: 5052.514648
	Iteration 13Q: 3 clusters Score -4949068 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -4949521.000000 Penalty: 5052.514648
	Iteration 14Q: 3 clusters Score -4949521 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4950185.500000 Penalty: 5052.514648
	Iteration 15Q: 3 clusters Score -4950186 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4951029.000000 Penalty: 5052.514648
	Iteration 16Q: 3 clusters Score -4951029 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4951659.500000 Penalty: 5052.514648
	Iteration 17Q: 3 clusters Score -4951660 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4951966.500000 Penalty: 5052.514648
	Iteration 18Q: 3 clusters Score -4951966 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -4952105.500000 Penalty: 5052.514648
	Iteration 19Q: 3 clusters Score -4952106 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4952207.500000 Penalty: 5052.514648
	Iteration 20F: 3 clusters Score -4952208 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4952306.000000 Penalty: 5052.514648
	Iteration 21Q: 3 clusters Score -4952306 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4952378.000000 Penalty: 5052.514648
	Iteration 22Q: 3 clusters Score -4952378 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4952431.000000 Penalty: 5052.514648
	Iteration 23Q: 3 clusters Score -4952431 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4952500.000000 Penalty: 5052.514648
	Iteration 24Q: 3 clusters Score -4952500 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4952562.500000 Penalty: 5052.514648
	Iteration 25Q: 3 clusters Score -4952562 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4952656.000000 Penalty: 5052.514648
	Iteration 26Q: 3 clusters Score -4952656 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4952747.000000 Penalty: 5052.514648
	Iteration 27Q: 3 clusters Score -4952747 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4952840.500000 Penalty: 5052.514648
	Iteration 28Q: 3 clusters Score -4952840 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4952953.500000 Penalty: 5052.514648
	Iteration 29Q: 3 clusters Score -4952954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4953025.500000 Penalty: 5052.514648
	Iteration 30Q: 3 clusters Score -4953026 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4953113.000000 Penalty: 5052.514648
	Iteration 31Q: 3 clusters Score -4953113 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4953195.500000 Penalty: 5052.514648
	Iteration 32Q: 3 clusters Score -4953196 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4953309.500000 Penalty: 5052.514648
	Iteration 33Q: 3 clusters Score -4953310 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4953421.000000 Penalty: 5052.514648
	Iteration 34Q: 3 clusters Score -4953421 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4953516.000000 Penalty: 5052.514648
	Iteration 35Q: 3 clusters Score -4953516 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4953665.000000 Penalty: 5052.514648
	Iteration 36Q: 3 clusters Score -4953665 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4953831.500000 Penalty: 5052.514648
	Iteration 37Q: 3 clusters Score -4953832 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4954020.000000 Penalty: 5052.514648
	Iteration 38Q: 3 clusters Score -4954020 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -4954210.500000 Penalty: 5052.514648
	Iteration 39Q: 3 clusters Score -4954210 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4954394.500000 Penalty: 5052.514648
	Iteration 40F: 3 clusters Score -4954394 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4954571.000000 Penalty: 5052.514648
	Iteration 41Q: 3 clusters Score -4954571 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4954745.000000 Penalty: 5052.514648
	Iteration 42Q: 3 clusters Score -4954745 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4954949.500000 Penalty: 5052.514648
	Iteration 43Q: 3 clusters Score -4954950 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4955165.000000 Penalty: 5052.514648
	Iteration 44Q: 3 clusters Score -4955165 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4955331.500000 Penalty: 5052.514648
	Iteration 45Q: 3 clusters Score -4955332 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4955450.500000 Penalty: 5052.514648
	Iteration 46Q: 3 clusters Score -4955450 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4955546.500000 Penalty: 5052.514648
	Iteration 47Q: 3 clusters Score -4955546 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4955619.500000 Penalty: 5052.514648
	Iteration 48Q: 3 clusters Score -4955620 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4955648.500000 Penalty: 5052.514648
	Iteration 49Q: 3 clusters Score -4955648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -4955698.000000 Penalty: 5052.514648
	Iteration 50Q: 3 clusters Score -4955698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4955747.500000 Penalty: 5052.514648
	Iteration 51Q: 3 clusters Score -4955748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4955817.000000 Penalty: 5052.514648
	Iteration 52Q: 3 clusters Score -4955817 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4955881.000000 Penalty: 5052.514648
	Iteration 53Q: 3 clusters Score -4955881 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4955914.500000 Penalty: 5052.514648
	Iteration 54Q: 3 clusters Score -4955914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -4955939.000000 Penalty: 5052.514648
	Iteration 55Q: 3 clusters Score -4955939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4955943.000000 Penalty: 5052.514648
	Iteration 56Q: 3 clusters Score -4955943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -4955966.500000 Penalty: 5052.514648
	Iteration 57Q: 3 clusters Score -4955966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4955975.500000 Penalty: 5052.514648
	Iteration 58Q: 3 clusters Score -4955976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4956001.500000 Penalty: 5052.514648
	Iteration 59Q: 3 clusters Score -4956002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4956024.000000 Penalty: 5052.514648
	Iteration 60F: 3 clusters Score -4956024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4956028.000000 Penalty: 5052.514648
	Iteration 61Q: 3 clusters Score -4956028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4956030.000000 Penalty: 5052.514648
	Iteration 62Q: 3 clusters Score -4956030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4956025.000000 Penalty: 5052.514648
	Iteration 63Q: 3 clusters Score -4956025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4956026.500000 Penalty: 5052.514648
	Iteration 64Q: 3 clusters Score -4956026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4956033.000000 Penalty: 5052.514648
	Iteration 65Q: 3 clusters Score -4956033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -4956043.000000 Penalty: 5052.514648
	Iteration 66Q: 3 clusters Score -4956043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -4956051.000000 Penalty: 5052.514648
	Iteration 67Q: 3 clusters Score -4956051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -4956055.000000 Penalty: 5052.514648
	Iteration 68Q: 3 clusters Score -4956055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4956057.500000 Penalty: 5052.514648
	Iteration 69Q: 3 clusters Score -4956058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4956056.500000 Penalty: 5052.514648
	Iteration 70Q: 3 clusters Score -4956056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4956060.500000 Penalty: 5052.514648
	Iteration 71Q: 3 clusters Score -4956060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -4956061.500000 Penalty: 5052.514648
	Iteration 72Q: 3 clusters Score -4956062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4956057.000000 Penalty: 5052.514648
	Iteration 73Q: 3 clusters Score -4956057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -4956063.000000 Penalty: 5052.514648
	Iteration 74Q: 3 clusters Score -4956063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4956061.500000 Penalty: 5052.514648
	Iteration 75Q: 3 clusters Score -4956062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -4956054.500000 Penalty: 5052.514648
	Iteration 76Q: 3 clusters Score -4956054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4956060.000000 Penalty: 5052.514648
	Iteration 77Q: 3 clusters Score -4956060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -4956061.500000 Penalty: 5052.514648
	Iteration 78Q: 3 clusters Score -4956062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4956058.500000 Penalty: 5052.514648
	Iteration 79Q: 3 clusters Score -4956058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4956058.500000 Penalty: 5052.514648
	Iteration 80F: 3 clusters Score -4956058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Entering Unmasked Estep 
Score: -4727884.500000 Penalty: 2492.241699
	Iteration 0F: 2 clusters Score -4727884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4714123.500000 Penalty: 4984.483398
	Iteration 0F: 3 clusters Score -4714124 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4719635.000000 Penalty: 4984.483398
	Iteration 1F: 3 clusters Score -4719635 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -4720139.000000 Penalty: 4984.483398
	Iteration 2F: 3 clusters Score -4720139 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4720621.500000 Penalty: 4984.483398
	Iteration 3F: 3 clusters Score -4720622 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4721143.500000 Penalty: 4984.483398
	Iteration 4Q: 3 clusters Score -4721144 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4721805.500000 Penalty: 4984.483398
	Iteration 5F: 3 clusters Score -4721806 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4722635.500000 Penalty: 4984.483398
	Iteration 6F: 3 clusters Score -4722636 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4723518.500000 Penalty: 4984.483398
	Iteration 7F: 3 clusters Score -4723518 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -4724367.000000 Penalty: 4984.483398
	Iteration 8F: 3 clusters Score -4724367 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -4724999.000000 Penalty: 4984.483398
	Iteration 9F: 3 clusters Score -4724999 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4725338.000000 Penalty: 4984.483398
	Iteration 10Q: 3 clusters Score -4725338 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4725509.500000 Penalty: 4984.483398
	Iteration 11Q: 3 clusters Score -4725510 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4725577.500000 Penalty: 4984.483398
	Iteration 12Q: 3 clusters Score -4725578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4725627.500000 Penalty: 4984.483398
	Iteration 13Q: 3 clusters Score -4725628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4725653.000000 Penalty: 4984.483398
	Iteration 14Q: 3 clusters Score -4725653 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4725667.500000 Penalty: 4984.483398
	Iteration 15Q: 3 clusters Score -4725668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4725696.000000 Penalty: 4984.483398
	Iteration 16Q: 3 clusters Score -4725696 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4725714.000000 Penalty: 4984.483398
	Iteration 17Q: 3 clusters Score -4725714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -4725712.000000 Penalty: 4984.483398
	Iteration 18Q: 3 clusters Score -4725712 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4725729.500000 Penalty: 4984.483398
	Iteration 19Q: 3 clusters Score -4725730 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -4725758.500000 Penalty: 4984.483398
	Iteration 20F: 3 clusters Score -4725758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4725762.500000 Penalty: 4984.483398
	Iteration 21Q: 3 clusters Score -4725762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4725771.000000 Penalty: 4984.483398
	Iteration 22Q: 3 clusters Score -4725771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4725791.500000 Penalty: 4984.483398
	Iteration 23Q: 3 clusters Score -4725792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4725797.500000 Penalty: 4984.483398
	Iteration 24Q: 3 clusters Score -4725798 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -4725812.000000 Penalty: 4984.483398
	Iteration 25Q: 3 clusters Score -4725812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4725827.000000 Penalty: 4984.483398
	Iteration 26Q: 3 clusters Score -4725827 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4725834.500000 Penalty: 4984.483398
	Iteration 27Q: 3 clusters Score -4725834 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4725865.500000 Penalty: 4984.483398
	Iteration 28Q: 3 clusters Score -4725866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4725881.000000 Penalty: 4984.483398
	Iteration 29Q: 3 clusters Score -4725881 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4725900.500000 Penalty: 4984.483398
	Iteration 30Q: 3 clusters Score -4725900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4725924.500000 Penalty: 4984.483398
	Iteration 31Q: 3 clusters Score -4725924 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4725953.000000 Penalty: 4984.483398
	Iteration 32Q: 3 clusters Score -4725953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4725975.000000 Penalty: 4984.483398
	Iteration 33Q: 3 clusters Score -4725975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4725991.500000 Penalty: 4984.483398
	Iteration 34Q: 3 clusters Score -4725992 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4726023.000000 Penalty: 4984.483398
	Iteration 35Q: 3 clusters Score -4726023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4726051.500000 Penalty: 4984.483398
	Iteration 36Q: 3 clusters Score -4726052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4726076.000000 Penalty: 4984.483398
	Iteration 37Q: 3 clusters Score -4726076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4726085.000000 Penalty: 4984.483398
	Iteration 38Q: 3 clusters Score -4726085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4726113.500000 Penalty: 4984.483398
	Iteration 39Q: 3 clusters Score -4726114 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4726130.000000 Penalty: 4984.483398
	Iteration 40F: 3 clusters Score -4726130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -4726141.500000 Penalty: 4984.483398
	Iteration 41Q: 3 clusters Score -4726142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4726182.000000 Penalty: 4984.483398
	Iteration 42Q: 3 clusters Score -4726182 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4726190.500000 Penalty: 4984.483398
	Iteration 43Q: 3 clusters Score -4726190 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -4726194.000000 Penalty: 4984.483398
	Iteration 44Q: 3 clusters Score -4726194 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4726213.500000 Penalty: 4984.483398
	Iteration 45Q: 3 clusters Score -4726214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4726227.500000 Penalty: 4984.483398
	Iteration 46Q: 3 clusters Score -4726228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4726242.500000 Penalty: 4984.483398
	Iteration 47Q: 3 clusters Score -4726242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4726255.000000 Penalty: 4984.483398
	Iteration 48Q: 3 clusters Score -4726255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4726266.000000 Penalty: 4984.483398
	Iteration 49Q: 3 clusters Score -4726266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4726283.000000 Penalty: 4984.483398
	Iteration 50Q: 3 clusters Score -4726283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4726303.000000 Penalty: 4984.483398
	Iteration 51Q: 3 clusters Score -4726303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4726306.000000 Penalty: 4984.483398
	Iteration 52Q: 3 clusters Score -4726306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4726315.500000 Penalty: 4984.483398
	Iteration 53Q: 3 clusters Score -4726316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4726326.000000 Penalty: 4984.483398
	Iteration 54Q: 3 clusters Score -4726326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4726338.500000 Penalty: 4984.483398
	Iteration 55Q: 3 clusters Score -4726338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4726345.000000 Penalty: 4984.483398
	Iteration 56Q: 3 clusters Score -4726345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -4726360.000000 Penalty: 4984.483398
	Iteration 57Q: 3 clusters Score -4726360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4726356.000000 Penalty: 4984.483398
	Iteration 58Q: 3 clusters Score -4726356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4726371.500000 Penalty: 4984.483398
	Iteration 59Q: 3 clusters Score -4726372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -4726367.500000 Penalty: 4984.483398
	Iteration 60F: 3 clusters Score -4726368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4726376.000000 Penalty: 4984.483398
	Iteration 61Q: 3 clusters Score -4726376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4726382.500000 Penalty: 4984.483398
	Iteration 62Q: 3 clusters Score -4726382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4726390.500000 Penalty: 4984.483398
	Iteration 63Q: 3 clusters Score -4726390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -4726395.000000 Penalty: 4984.483398
	Iteration 64Q: 3 clusters Score -4726395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -4726391.500000 Penalty: 4984.483398
	Iteration 65Q: 3 clusters Score -4726392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4726391.000000 Penalty: 4984.483398
	Iteration 66Q: 3 clusters Score -4726391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4726398.500000 Penalty: 4984.483398
	Iteration 67Q: 3 clusters Score -4726398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4726404.000000 Penalty: 4984.483398
	Iteration 68Q: 3 clusters Score -4726404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4726396.500000 Penalty: 4984.483398
	Iteration 69Q: 3 clusters Score -4726396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4726402.000000 Penalty: 4984.483398
	Iteration 70Q: 3 clusters Score -4726402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4726402.500000 Penalty: 4984.483398
	Iteration 71Q: 3 clusters Score -4726402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4726401.000000 Penalty: 4984.483398
	Iteration 72Q: 3 clusters Score -4726401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4726409.500000 Penalty: 4984.483398
	Iteration 73Q: 3 clusters Score -4726410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4726405.500000 Penalty: 4984.483398
	Iteration 74Q: 3 clusters Score -4726406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4726402.500000 Penalty: 4984.483398
	Iteration 75Q: 3 clusters Score -4726402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4726405.500000 Penalty: 4984.483398
	Iteration 76Q: 3 clusters Score -4726406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4726407.500000 Penalty: 4984.483398
	Iteration 77Q: 3 clusters Score -4726408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -4726406.000000 Penalty: 4984.483398
	Iteration 78Q: 3 clusters Score -4726406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4726413.000000 Penalty: 4984.483398
	Iteration 79Q: 3 clusters Score -4726413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4726425.500000 Penalty: 4984.483398
	Iteration 80F: 3 clusters Score -4726426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4726423.500000 Penalty: 4984.483398
	Iteration 81Q: 3 clusters Score -4726424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4726426.500000 Penalty: 4984.483398
	Iteration 82Q: 3 clusters Score -4726426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4726418.000000 Penalty: 4984.483398
	Iteration 83Q: 3 clusters Score -4726418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4726417.500000 Penalty: 4984.483398
	Iteration 84Q: 3 clusters Score -4726418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4726416.500000 Penalty: 4984.483398
	Iteration 85Q: 3 clusters Score -4726416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4726427.000000 Penalty: 4984.483398
	Iteration 86Q: 3 clusters Score -4726427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -4726428.000000 Penalty: 4984.483398
	Iteration 87Q: 3 clusters Score -4726428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4726442.000000 Penalty: 4984.483398
	Iteration 88Q: 3 clusters Score -4726442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4726438.000000 Penalty: 4984.483398
	Iteration 89Q: 3 clusters Score -4726438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -4726444.500000 Penalty: 4984.483398
	Iteration 90Q: 3 clusters Score -4726444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4726439.000000 Penalty: 4984.483398
	Iteration 91Q: 3 clusters Score -4726439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4726437.500000 Penalty: 4984.483398
	Iteration 92Q: 3 clusters Score -4726438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -4726441.000000 Penalty: 4984.483398
	Iteration 93Q: 3 clusters Score -4726441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4726433.500000 Penalty: 4984.483398
	Iteration 94Q: 3 clusters Score -4726434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4726432.500000 Penalty: 4984.483398
	Iteration 95Q: 3 clusters Score -4726432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -4726422.500000 Penalty: 4984.483398
	Iteration 96Q: 3 clusters Score -4726422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4726428.000000 Penalty: 4984.483398
	Iteration 97Q: 3 clusters Score -4726428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -4726425.000000 Penalty: 4984.483398
	Iteration 98Q: 3 clusters Score -4726425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4726431.500000 Penalty: 4984.483398
	Iteration 99Q: 3 clusters Score -4726432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4726436.000000 Penalty: 4984.483398
	Iteration 100F: 3 clusters Score -4726436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4726439.000000 Penalty: 4984.483398
	Iteration 101Q: 3 clusters Score -4726439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -4726436.000000 Penalty: 4984.483398
	Iteration 102Q: 3 clusters Score -4726436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4726435.500000 Penalty: 4984.483398
	Iteration 103Q: 3 clusters Score -4726436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4726436.500000 Penalty: 4984.483398
	Iteration 104Q: 3 clusters Score -4726436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4726432.500000 Penalty: 4984.483398
	Iteration 105Q: 3 clusters Score -4726432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4726435.000000 Penalty: 4984.483398
	Iteration 106Q: 3 clusters Score -4726435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -4726438.000000 Penalty: 4984.483398
	Iteration 107Q: 3 clusters Score -4726438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4726440.000000 Penalty: 4984.483398
	Iteration 108Q: 3 clusters Score -4726440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4726435.500000 Penalty: 4984.483398
	Iteration 109Q: 3 clusters Score -4726436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4726438.500000 Penalty: 4984.483398
	Iteration 110Q: 3 clusters Score -4726438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4726439.000000 Penalty: 4984.483398
	Iteration 111Q: 3 clusters Score -4726439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4726442.500000 Penalty: 4984.483398
	Iteration 112Q: 3 clusters Score -4726442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4726438.500000 Penalty: 4984.483398
	Iteration 113Q: 3 clusters Score -4726438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4726441.000000 Penalty: 4984.483398
	Iteration 114Q: 3 clusters Score -4726441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -4726440.500000 Penalty: 4984.483398
	Iteration 115Q: 3 clusters Score -4726440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4726438.000000 Penalty: 4984.483398
	Iteration 116Q: 3 clusters Score -4726438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -4726438.000000 Penalty: 4984.483398
	Iteration 117F: 3 clusters Score -4726438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Entering Unmasked Estep 
Score: -5084454.500000 Penalty: 2508.912109
	Iteration 0F: 2 clusters Score -5084454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5069095.000000 Penalty: 5017.824219
	Iteration 0F: 3 clusters Score -5069095 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5075068.500000 Penalty: 5017.824219
	Iteration 1F: 3 clusters Score -5075068 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5075450.500000 Penalty: 5017.824219
	Iteration 2F: 3 clusters Score -5075450 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -5075723.000000 Penalty: 5017.824219
	Iteration 3Q: 3 clusters Score -5075723 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5075942.500000 Penalty: 5017.824219
	Iteration 4Q: 3 clusters Score -5075942 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5076111.000000 Penalty: 5017.824219
	Iteration 5Q: 3 clusters Score -5076111 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5076253.000000 Penalty: 5017.824219
	Iteration 6Q: 3 clusters Score -5076253 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5076377.500000 Penalty: 5017.824219
	Iteration 7Q: 3 clusters Score -5076378 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -5076454.500000 Penalty: 5017.824219
	Iteration 8Q: 3 clusters Score -5076454 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -5076516.000000 Penalty: 5017.824219
	Iteration 9Q: 3 clusters Score -5076516 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -5076606.000000 Penalty: 5017.824219
	Iteration 10Q: 3 clusters Score -5076606 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -5076699.000000 Penalty: 5017.824219
	Iteration 11Q: 3 clusters Score -5076699 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -5076762.000000 Penalty: 5017.824219
	Iteration 12Q: 3 clusters Score -5076762 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5076812.500000 Penalty: 5017.824219
	Iteration 13Q: 3 clusters Score -5076812 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5076909.000000 Penalty: 5017.824219
	Iteration 14Q: 3 clusters Score -5076909 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -5077005.500000 Penalty: 5017.824219
	Iteration 15Q: 3 clusters Score -5077006 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -5077172.000000 Penalty: 5017.824219
	Iteration 16Q: 3 clusters Score -5077172 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5077438.000000 Penalty: 5017.824219
	Iteration 17Q: 3 clusters Score -5077438 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -5077814.000000 Penalty: 5017.824219
	Iteration 18Q: 3 clusters Score -5077814 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -5078340.000000 Penalty: 5017.824219
	Iteration 19Q: 3 clusters Score -5078340 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -5078872.500000 Penalty: 5017.824219
	Iteration 20F: 3 clusters Score -5078872 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5079299.000000 Penalty: 5017.824219
	Iteration 21Q: 3 clusters Score -5079299 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5079504.500000 Penalty: 5017.824219
	Iteration 22Q: 3 clusters Score -5079504 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5079510.500000 Penalty: 5017.824219
	Iteration 23Q: 3 clusters Score -5079510 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -5079479.000000 Penalty: 5017.824219
	Iteration 24Q: 3 clusters Score -5079479 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5079462.500000 Penalty: 5017.824219
	Iteration 25Q: 3 clusters Score -5079462 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5079345.500000 Penalty: 5017.824219
	Iteration 26Q: 3 clusters Score -5079346 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5079302.500000 Penalty: 5017.824219
	Iteration 27Q: 3 clusters Score -5079302 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5079304.000000 Penalty: 5017.824219
	Iteration 28Q: 3 clusters Score -5079304 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -5079264.500000 Penalty: 5017.824219
	Iteration 29Q: 3 clusters Score -5079264 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -5079246.000000 Penalty: 5017.824219
	Iteration 30Q: 3 clusters Score -5079246 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5079241.500000 Penalty: 5017.824219
	Iteration 31Q: 3 clusters Score -5079242 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -5079266.000000 Penalty: 5017.824219
	Iteration 32Q: 3 clusters Score -5079266 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5079379.500000 Penalty: 5017.824219
	Iteration 33Q: 3 clusters Score -5079380 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5079404.000000 Penalty: 5017.824219
	Iteration 34Q: 3 clusters Score -5079404 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5079495.500000 Penalty: 5017.824219
	Iteration 35Q: 3 clusters Score -5079496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5079553.500000 Penalty: 5017.824219
	Iteration 36Q: 3 clusters Score -5079554 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -5079649.000000 Penalty: 5017.824219
	Iteration 37Q: 3 clusters Score -5079649 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -5079665.000000 Penalty: 5017.824219
	Iteration 38Q: 3 clusters Score -5079665 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -5079773.000000 Penalty: 5017.824219
	Iteration 39Q: 3 clusters Score -5079773 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -5080018.500000 Penalty: 5017.824219
	Iteration 40F: 3 clusters Score -5080018 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -5080335.000000 Penalty: 5017.824219
	Iteration 41Q: 3 clusters Score -5080335 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5080764.000000 Penalty: 5017.824219
	Iteration 42Q: 3 clusters Score -5080764 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5081216.000000 Penalty: 5017.824219
	Iteration 43Q: 3 clusters Score -5081216 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5081530.000000 Penalty: 5017.824219
	Iteration 44Q: 3 clusters Score -5081530 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -5081854.000000 Penalty: 5017.824219
	Iteration 45Q: 3 clusters Score -5081854 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5082064.500000 Penalty: 5017.824219
	Iteration 46Q: 3 clusters Score -5082064 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5082034.000000 Penalty: 5017.824219
	Iteration 47Q: 3 clusters Score -5082034 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5082077.500000 Penalty: 5017.824219
	Iteration 48Q: 3 clusters Score -5082078 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -5081915.000000 Penalty: 5017.824219
	Iteration 49Q: 3 clusters Score -5081915 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5081753.500000 Penalty: 5017.824219
	Iteration 50Q: 3 clusters Score -5081754 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5081478.500000 Penalty: 5017.824219
	Iteration 51Q: 3 clusters Score -5081478 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -5081241.500000 Penalty: 5017.824219
	Iteration 52Q: 3 clusters Score -5081242 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5081148.000000 Penalty: 5017.824219
	Iteration 53Q: 3 clusters Score -5081148 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -5080941.500000 Penalty: 5017.824219
	Iteration 54Q: 3 clusters Score -5080942 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5080707.500000 Penalty: 5017.824219
	Iteration 55Q: 3 clusters Score -5080708 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5080607.500000 Penalty: 5017.824219
	Iteration 56Q: 3 clusters Score -5080608 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -5080453.500000 Penalty: 5017.824219
	Iteration 57Q: 3 clusters Score -5080454 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5080352.500000 Penalty: 5017.824219
	Iteration 58Q: 3 clusters Score -5080352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5080261.000000 Penalty: 5017.824219
	Iteration 59Q: 3 clusters Score -5080261 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5080507.000000 Penalty: 5017.824219
	Iteration 60F: 3 clusters Score -5080507 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -5080469.000000 Penalty: 5017.824219
	Iteration 61Q: 3 clusters Score -5080469 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -5080566.000000 Penalty: 5017.824219
	Iteration 62Q: 3 clusters Score -5080566 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5080595.500000 Penalty: 5017.824219
	Iteration 63Q: 3 clusters Score -5080596 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -5080559.000000 Penalty: 5017.824219
	Iteration 64Q: 3 clusters Score -5080559 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5080519.000000 Penalty: 5017.824219
	Iteration 65Q: 3 clusters Score -5080519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5080497.500000 Penalty: 5017.824219
	Iteration 66Q: 3 clusters Score -5080498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -5080428.000000 Penalty: 5017.824219
	Iteration 67Q: 3 clusters Score -5080428 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5080411.500000 Penalty: 5017.824219
	Iteration 68Q: 3 clusters Score -5080412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5080367.000000 Penalty: 5017.824219
	Iteration 69Q: 3 clusters Score -5080367 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5080352.500000 Penalty: 5017.824219
	Iteration 70Q: 3 clusters Score -5080352 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5080279.500000 Penalty: 5017.824219
	Iteration 71Q: 3 clusters Score -5080280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5080277.500000 Penalty: 5017.824219
	Iteration 72Q: 3 clusters Score -5080278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5080248.000000 Penalty: 5017.824219
	Iteration 73Q: 3 clusters Score -5080248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5080249.500000 Penalty: 5017.824219
	Iteration 74Q: 3 clusters Score -5080250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5080271.500000 Penalty: 5017.824219
	Iteration 75Q: 3 clusters Score -5080272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5080350.500000 Penalty: 5017.824219
	Iteration 76Q: 3 clusters Score -5080350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5080449.500000 Penalty: 5017.824219
	Iteration 77Q: 3 clusters Score -5080450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5080491.500000 Penalty: 5017.824219
	Iteration 78Q: 3 clusters Score -5080492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5080540.000000 Penalty: 5017.824219
	Iteration 79Q: 3 clusters Score -5080540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5080648.000000 Penalty: 5017.824219
	Iteration 80F: 3 clusters Score -5080648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5080754.500000 Penalty: 5017.824219
	Iteration 81Q: 3 clusters Score -5080754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5080828.000000 Penalty: 5017.824219
	Iteration 82Q: 3 clusters Score -5080828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5080877.000000 Penalty: 5017.824219
	Iteration 83Q: 3 clusters Score -5080877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5080996.500000 Penalty: 5017.824219
	Iteration 84Q: 3 clusters Score -5080996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5081052.500000 Penalty: 5017.824219
	Iteration 85Q: 3 clusters Score -5081052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5081080.000000 Penalty: 5017.824219
	Iteration 86Q: 3 clusters Score -5081080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5081107.000000 Penalty: 5017.824219
	Iteration 87Q: 3 clusters Score -5081107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -5081161.000000 Penalty: 5017.824219
	Iteration 88Q: 3 clusters Score -5081161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5081162.500000 Penalty: 5017.824219
	Iteration 89Q: 3 clusters Score -5081162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5081187.500000 Penalty: 5017.824219
	Iteration 90Q: 3 clusters Score -5081188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5081231.000000 Penalty: 5017.824219
	Iteration 91Q: 3 clusters Score -5081231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5081224.000000 Penalty: 5017.824219
	Iteration 92Q: 3 clusters Score -5081224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5081233.000000 Penalty: 5017.824219
	Iteration 93Q: 3 clusters Score -5081233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5081244.000000 Penalty: 5017.824219
	Iteration 94Q: 3 clusters Score -5081244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5081269.000000 Penalty: 5017.824219
	Iteration 95Q: 3 clusters Score -5081269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5081282.000000 Penalty: 5017.824219
	Iteration 96Q: 3 clusters Score -5081282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5081319.000000 Penalty: 5017.824219
	Iteration 97Q: 3 clusters Score -5081319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5081342.500000 Penalty: 5017.824219
	Iteration 98Q: 3 clusters Score -5081342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5081361.000000 Penalty: 5017.824219
	Iteration 99Q: 3 clusters Score -5081361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5081363.000000 Penalty: 5017.824219
	Iteration 100F: 3 clusters Score -5081363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5081382.000000 Penalty: 5017.824219
	Iteration 101Q: 3 clusters Score -5081382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5081425.000000 Penalty: 5017.824219
	Iteration 102Q: 3 clusters Score -5081425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5081448.500000 Penalty: 5017.824219
	Iteration 103Q: 3 clusters Score -5081448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5081471.500000 Penalty: 5017.824219
	Iteration 104Q: 3 clusters Score -5081472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5081491.500000 Penalty: 5017.824219
	Iteration 105Q: 3 clusters Score -5081492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5081503.500000 Penalty: 5017.824219
	Iteration 106Q: 3 clusters Score -5081504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5081540.500000 Penalty: 5017.824219
	Iteration 107Q: 3 clusters Score -5081540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5081551.000000 Penalty: 5017.824219
	Iteration 108Q: 3 clusters Score -5081551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5081585.500000 Penalty: 5017.824219
	Iteration 109Q: 3 clusters Score -5081586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5081595.000000 Penalty: 5017.824219
	Iteration 110Q: 3 clusters Score -5081595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5081618.000000 Penalty: 5017.824219
	Iteration 111Q: 3 clusters Score -5081618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5081664.000000 Penalty: 5017.824219
	Iteration 112Q: 3 clusters Score -5081664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5081706.000000 Penalty: 5017.824219
	Iteration 113Q: 3 clusters Score -5081706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5081719.000000 Penalty: 5017.824219
	Iteration 114Q: 3 clusters Score -5081719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5081723.500000 Penalty: 5017.824219
	Iteration 115Q: 3 clusters Score -5081724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5081731.000000 Penalty: 5017.824219
	Iteration 116Q: 3 clusters Score -5081731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5081751.000000 Penalty: 5017.824219
	Iteration 117Q: 3 clusters Score -5081751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5081754.000000 Penalty: 5017.824219
	Iteration 118Q: 3 clusters Score -5081754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5081767.000000 Penalty: 5017.824219
	Iteration 119Q: 3 clusters Score -5081767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5081771.000000 Penalty: 5017.824219
	Iteration 120F: 3 clusters Score -5081771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5081780.000000 Penalty: 5017.824219
	Iteration 121Q: 3 clusters Score -5081780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5081798.000000 Penalty: 5017.824219
	Iteration 122Q: 3 clusters Score -5081798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5081815.500000 Penalty: 5017.824219
	Iteration 123Q: 3 clusters Score -5081816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5081804.500000 Penalty: 5017.824219
	Iteration 124Q: 3 clusters Score -5081804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5081807.500000 Penalty: 5017.824219
	Iteration 125Q: 3 clusters Score -5081808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5081815.500000 Penalty: 5017.824219
	Iteration 126Q: 3 clusters Score -5081816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5081811.000000 Penalty: 5017.824219
	Iteration 127Q: 3 clusters Score -5081811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5081818.500000 Penalty: 5017.824219
	Iteration 128Q: 3 clusters Score -5081818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5081825.500000 Penalty: 5017.824219
	Iteration 129Q: 3 clusters Score -5081826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5081819.000000 Penalty: 5017.824219
	Iteration 130Q: 3 clusters Score -5081819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5081818.500000 Penalty: 5017.824219
	Iteration 131Q: 3 clusters Score -5081818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5081822.000000 Penalty: 5017.824219
	Iteration 132Q: 3 clusters Score -5081822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5081822.000000 Penalty: 5017.824219
	Iteration 133Q: 3 clusters Score -5081822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5081822.000000 Penalty: 5017.824219
	Iteration 134F: 3 clusters Score -5081822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -422119.468750 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -422119.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -419235.500000 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -419235.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -419935.656250 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -419935.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -420267.312500 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -420267.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -420518.437500 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -420518.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -420703.406250 Penalty: 3850.036621
	Iteration 4F: 3 clusters Score -420703.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -420843.312500 Penalty: 3850.036621
	Iteration 5Q: 3 clusters Score -420843.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -420946.156250 Penalty: 3850.036621
	Iteration 6Q: 3 clusters Score -420946.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -421012.468750 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -421012.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -421046.250000 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -421046.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -421068.468750 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -421068.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -421090.687500 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -421090.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -421112.718750 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -421112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -421140.093750 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -421140.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421158.312500 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -421158.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -421171.625000 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -421171.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -421183.156250 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -421183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -421194.843750 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -421194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -421203.187500 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -421203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -421207.000000 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -421207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -421211.125000 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -421211.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -421216.656250 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -421216.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -421220.687500 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -421220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -421224.156250 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -421224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -421227.093750 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -421227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -421229.062500 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -421229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -421230.562500 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -421230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -421235.156250 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -421235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -421236.781250 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -421236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -421238.687500 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -421238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421239.875000 Penalty: 3850.036621
	Iteration 29Q: 3 clusters Score -421239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421239.875000 Penalty: 3850.036621
	Iteration 30F: 3 clusters Score -421239.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (24068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Entering Unmasked Estep 
Score: -4971501.000000 Penalty: 2501.982422
	Iteration 0F: 2 clusters Score -4971501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4957845.000000 Penalty: 5003.964844
	Iteration 0F: 3 clusters Score -4957845 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4963369.500000 Penalty: 5003.964844
	Iteration 1F: 3 clusters Score -4963370 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4963777.500000 Penalty: 5003.964844
	Iteration 2F: 3 clusters Score -4963778 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -4964060.500000 Penalty: 5003.964844
	Iteration 3Q: 3 clusters Score -4964060 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4964283.000000 Penalty: 5003.964844
	Iteration 4Q: 3 clusters Score -4964283 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4964484.000000 Penalty: 5003.964844
	Iteration 5Q: 3 clusters Score -4964484 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -4964573.000000 Penalty: 5003.964844
	Iteration 6Q: 3 clusters Score -4964573 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4964674.000000 Penalty: 5003.964844
	Iteration 7Q: 3 clusters Score -4964674 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4964822.000000 Penalty: 5003.964844
	Iteration 8Q: 3 clusters Score -4964822 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4964947.500000 Penalty: 5003.964844
	Iteration 9Q: 3 clusters Score -4964948 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4965061.000000 Penalty: 5003.964844
	Iteration 10Q: 3 clusters Score -4965061 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4965219.500000 Penalty: 5003.964844
	Iteration 11Q: 3 clusters Score -4965220 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -4965391.000000 Penalty: 5003.964844
	Iteration 12Q: 3 clusters Score -4965391 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4965658.500000 Penalty: 5003.964844
	Iteration 13Q: 3 clusters Score -4965658 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4965966.000000 Penalty: 5003.964844
	Iteration 14Q: 3 clusters Score -4965966 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4966263.500000 Penalty: 5003.964844
	Iteration 15Q: 3 clusters Score -4966264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4966558.000000 Penalty: 5003.964844
	Iteration 16Q: 3 clusters Score -4966558 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4966848.500000 Penalty: 5003.964844
	Iteration 17Q: 3 clusters Score -4966848 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4967116.000000 Penalty: 5003.964844
	Iteration 18Q: 3 clusters Score -4967116 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4967323.500000 Penalty: 5003.964844
	Iteration 19Q: 3 clusters Score -4967324 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4967476.000000 Penalty: 5003.964844
	Iteration 20F: 3 clusters Score -4967476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4967634.000000 Penalty: 5003.964844
	Iteration 21Q: 3 clusters Score -4967634 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4967728.000000 Penalty: 5003.964844
	Iteration 22Q: 3 clusters Score -4967728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4967778.500000 Penalty: 5003.964844
	Iteration 23Q: 3 clusters Score -4967778 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4967804.500000 Penalty: 5003.964844
	Iteration 24Q: 3 clusters Score -4967804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4967880.000000 Penalty: 5003.964844
	Iteration 25Q: 3 clusters Score -4967880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4967986.000000 Penalty: 5003.964844
	Iteration 26Q: 3 clusters Score -4967986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4968056.500000 Penalty: 5003.964844
	Iteration 27Q: 3 clusters Score -4968056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4968162.500000 Penalty: 5003.964844
	Iteration 28Q: 3 clusters Score -4968162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4968262.000000 Penalty: 5003.964844
	Iteration 29Q: 3 clusters Score -4968262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4968334.000000 Penalty: 5003.964844
	Iteration 30Q: 3 clusters Score -4968334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4968399.000000 Penalty: 5003.964844
	Iteration 31Q: 3 clusters Score -4968399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4968448.000000 Penalty: 5003.964844
	Iteration 32Q: 3 clusters Score -4968448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4968497.000000 Penalty: 5003.964844
	Iteration 33Q: 3 clusters Score -4968497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4968548.500000 Penalty: 5003.964844
	Iteration 34Q: 3 clusters Score -4968548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4968581.500000 Penalty: 5003.964844
	Iteration 35Q: 3 clusters Score -4968582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4968617.000000 Penalty: 5003.964844
	Iteration 36Q: 3 clusters Score -4968617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4968646.000000 Penalty: 5003.964844
	Iteration 37Q: 3 clusters Score -4968646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4968659.500000 Penalty: 5003.964844
	Iteration 38Q: 3 clusters Score -4968660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4968688.000000 Penalty: 5003.964844
	Iteration 39Q: 3 clusters Score -4968688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4968715.500000 Penalty: 5003.964844
	Iteration 40F: 3 clusters Score -4968716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4968742.500000 Penalty: 5003.964844
	Iteration 41Q: 3 clusters Score -4968742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4968768.500000 Penalty: 5003.964844
	Iteration 42Q: 3 clusters Score -4968768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4968793.500000 Penalty: 5003.964844
	Iteration 43Q: 3 clusters Score -4968794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4968827.000000 Penalty: 5003.964844
	Iteration 44Q: 3 clusters Score -4968827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4968847.000000 Penalty: 5003.964844
	Iteration 45Q: 3 clusters Score -4968847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4968876.500000 Penalty: 5003.964844
	Iteration 46Q: 3 clusters Score -4968876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4968898.000000 Penalty: 5003.964844
	Iteration 47Q: 3 clusters Score -4968898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4968909.000000 Penalty: 5003.964844
	Iteration 48Q: 3 clusters Score -4968909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4968928.000000 Penalty: 5003.964844
	Iteration 49Q: 3 clusters Score -4968928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4968929.000000 Penalty: 5003.964844
	Iteration 50Q: 3 clusters Score -4968929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4968934.000000 Penalty: 5003.964844
	Iteration 51Q: 3 clusters Score -4968934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4968943.000000 Penalty: 5003.964844
	Iteration 52Q: 3 clusters Score -4968943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4968938.000000 Penalty: 5003.964844
	Iteration 53Q: 3 clusters Score -4968938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4968938.500000 Penalty: 5003.964844
	Iteration 54Q: 3 clusters Score -4968938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4968950.000000 Penalty: 5003.964844
	Iteration 55Q: 3 clusters Score -4968950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4968954.000000 Penalty: 5003.964844
	Iteration 56Q: 3 clusters Score -4968954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4968954.000000 Penalty: 5003.964844
	Iteration 57Q: 3 clusters Score -4968954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4968951.000000 Penalty: 5003.964844
	Iteration 58Q: 3 clusters Score -4968951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4968950.500000 Penalty: 5003.964844
	Iteration 59Q: 3 clusters Score -4968950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4968953.500000 Penalty: 5003.964844
	Iteration 60F: 3 clusters Score -4968954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4968958.500000 Penalty: 5003.964844
	Iteration 61Q: 3 clusters Score -4968958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4968952.500000 Penalty: 5003.964844
	Iteration 62Q: 3 clusters Score -4968952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4968956.500000 Penalty: 5003.964844
	Iteration 63Q: 3 clusters Score -4968956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4968965.000000 Penalty: 5003.964844
	Iteration 64Q: 3 clusters Score -4968965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4968965.000000 Penalty: 5003.964844
	Iteration 65F: 3 clusters Score -4968965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 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 459 members 
Entering Unmasked Estep 
Score: -160207.093750 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160207.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160476.484375 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160476.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -160566.000000 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160633.328125 Penalty: 3380.557373
	Iteration 3Q: 3 clusters Score -160633.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -160707.265625 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -160707.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160768.578125 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -160768.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160847.203125 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -160847.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160930.734375 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -160930.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -161086.671875 Penalty: 3380.557373
	Iteration 8F: 3 clusters Score -161086.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -161276.000000 Penalty: 3380.557373
	Iteration 9F: 3 clusters Score -161276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161473.531250 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -161473.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -161617.140625 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -161617.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161826.828125 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -161826.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162073.656250 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -162073.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162206.921875 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -162206.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162226.875000 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -162226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -162241.312500 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -162241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -162256.078125 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -162256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -162272.203125 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -162272.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -162280.421875 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -162280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162284.046875 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -162284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162290.453125 Penalty: 3380.557373
	Iteration 21Q: 3 clusters Score -162290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -162301.000000 Penalty: 3380.557373
	Iteration 22Q: 3 clusters Score -162301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -162314.140625 Penalty: 3380.557373
	Iteration 23Q: 3 clusters Score -162314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -162316.250000 Penalty: 3380.557373
	Iteration 24Q: 3 clusters Score -162316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -162316.250000 Penalty: 3380.557373
	Iteration 25F: 3 clusters Score -162316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 31659 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 4189 members 
Mstep: Class 7 contains 25908 members 
Mstep: Class 8 contains 24376 members 
Mstep: Class 9 contains 33691 members 
Mstep: Class 10 contains 43948 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30128 members 
Mstep: Class 13 contains 21805 members 
Mstep: Class 14 contains 34378 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10810 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 25810 members 
Mstep: Class 20 contains 20461 members 
Mstep: Class 21 contains 36869 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41417 members 
Mstep: Class 24 contains 22955 members 
Mstep: Class 25 contains 30484 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 31992 members 
Mstep: Class 28 contains 21968 members 
Mstep: Class 29 contains 28325 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1980 members 
Mstep: Class 32 contains 26543 members 
Mstep: Class 33 contains 23141 members 
Mstep: Class 34 contains 24750 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 24068 members 
Mstep: Class 37 contains 468 members 
Mstep: Class 38 contains 21813 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30217 members 
Mstep: Class 41 contains 25401 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16981 members 
Mstep: Class 44 contains 28963 members 
Mstep: Class 45 contains 30662 members 
Mstep: Class 46 contains 21057 members 
Mstep: Class 47 contains 444 members 
Entering Unmasked Estep 
Score: -177443888.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177445696.000000 to -177443888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (21813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Entering Unmasked Estep 
Score: -4494828.000000 Penalty: 2477.584717
	Iteration 0F: 2 clusters Score -4494828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -4482051.000000 Penalty: 4955.169434
	Iteration 0F: 3 clusters Score -4482051 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -4487138.000000 Penalty: 4955.169434
	Iteration 1F: 3 clusters Score -4487138 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4487469.500000 Penalty: 4955.169434
	Iteration 2Q: 3 clusters Score -4487470 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4487693.500000 Penalty: 4955.169434
	Iteration 3Q: 3 clusters Score -4487694 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -4487929.000000 Penalty: 4955.169434
	Iteration 4Q: 3 clusters Score -4487929 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4488193.000000 Penalty: 4955.169434
	Iteration 5Q: 3 clusters Score -4488193 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4488552.500000 Penalty: 4955.169434
	Iteration 6Q: 3 clusters Score -4488552 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4489027.000000 Penalty: 4955.169434
	Iteration 7Q: 3 clusters Score -4489027 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -4489594.000000 Penalty: 4955.169434
	Iteration 8F: 3 clusters Score -4489594 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4490421.500000 Penalty: 4955.169434
	Iteration 9F: 3 clusters Score -4490422 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4491440.000000 Penalty: 4955.169434
	Iteration 10F: 3 clusters Score -4491440 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -4492480.000000 Penalty: 4955.169434
	Iteration 11F: 3 clusters Score -4492480 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4493255.000000 Penalty: 4955.169434
	Iteration 12F: 3 clusters Score -4493255 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -4493622.000000 Penalty: 4955.169434
	Iteration 13Q: 3 clusters Score -4493622 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4493805.000000 Penalty: 4955.169434
	Iteration 14Q: 3 clusters Score -4493805 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -4493953.000000 Penalty: 4955.169434
	Iteration 15Q: 3 clusters Score -4493953 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -4494108.000000 Penalty: 4955.169434
	Iteration 16Q: 3 clusters Score -4494108 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4494182.500000 Penalty: 4955.169434
	Iteration 17Q: 3 clusters Score -4494182 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4494262.500000 Penalty: 4955.169434
	Iteration 18Q: 3 clusters Score -4494262 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -4494286.500000 Penalty: 4955.169434
	Iteration 19Q: 3 clusters Score -4494286 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4494283.000000 Penalty: 4955.169434
	Iteration 20F: 3 clusters Score -4494283 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4494252.500000 Penalty: 4955.169434
	Iteration 21Q: 3 clusters Score -4494252 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4494251.500000 Penalty: 4955.169434
	Iteration 22Q: 3 clusters Score -4494252 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -4494211.000000 Penalty: 4955.169434
	Iteration 23Q: 3 clusters Score -4494211 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4494176.000000 Penalty: 4955.169434
	Iteration 24Q: 3 clusters Score -4494176 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4494154.000000 Penalty: 4955.169434
	Iteration 25Q: 3 clusters Score -4494154 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4494134.500000 Penalty: 4955.169434
	Iteration 26Q: 3 clusters Score -4494134 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4494115.500000 Penalty: 4955.169434
	Iteration 27Q: 3 clusters Score -4494116 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4494059.500000 Penalty: 4955.169434
	Iteration 28Q: 3 clusters Score -4494060 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4494006.000000 Penalty: 4955.169434
	Iteration 29Q: 3 clusters Score -4494006 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -4493927.500000 Penalty: 4955.169434
	Iteration 30Q: 3 clusters Score -4493928 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -4493867.500000 Penalty: 4955.169434
	Iteration 31Q: 3 clusters Score -4493868 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -4493762.500000 Penalty: 4955.169434
	Iteration 32Q: 3 clusters Score -4493762 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4493689.500000 Penalty: 4955.169434
	Iteration 33Q: 3 clusters Score -4493690 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4493661.500000 Penalty: 4955.169434
	Iteration 34Q: 3 clusters Score -4493662 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4493614.000000 Penalty: 4955.169434
	Iteration 35Q: 3 clusters Score -4493614 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4493569.000000 Penalty: 4955.169434
	Iteration 36Q: 3 clusters Score -4493569 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4493526.500000 Penalty: 4955.169434
	Iteration 37Q: 3 clusters Score -4493526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4493503.500000 Penalty: 4955.169434
	Iteration 38Q: 3 clusters Score -4493504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4493473.500000 Penalty: 4955.169434
	Iteration 39Q: 3 clusters Score -4493474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4493475.500000 Penalty: 4955.169434
	Iteration 40F: 3 clusters Score -4493476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4493480.500000 Penalty: 4955.169434
	Iteration 41Q: 3 clusters Score -4493480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4493468.500000 Penalty: 4955.169434
	Iteration 42Q: 3 clusters Score -4493468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4493463.000000 Penalty: 4955.169434
	Iteration 43Q: 3 clusters Score -4493463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4493451.000000 Penalty: 4955.169434
	Iteration 44Q: 3 clusters Score -4493451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4493456.000000 Penalty: 4955.169434
	Iteration 45Q: 3 clusters Score -4493456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -4493460.000000 Penalty: 4955.169434
	Iteration 46Q: 3 clusters Score -4493460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4493449.000000 Penalty: 4955.169434
	Iteration 47Q: 3 clusters Score -4493449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4493446.500000 Penalty: 4955.169434
	Iteration 48Q: 3 clusters Score -4493446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4493443.500000 Penalty: 4955.169434
	Iteration 49Q: 3 clusters Score -4493444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4493438.500000 Penalty: 4955.169434
	Iteration 50Q: 3 clusters Score -4493438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -4493433.000000 Penalty: 4955.169434
	Iteration 51Q: 3 clusters Score -4493433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4493433.000000 Penalty: 4955.169434
	Iteration 52Q: 3 clusters Score -4493433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4493423.500000 Penalty: 4955.169434
	Iteration 53Q: 3 clusters Score -4493424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4493416.500000 Penalty: 4955.169434
	Iteration 54Q: 3 clusters Score -4493416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4493416.500000 Penalty: 4955.169434
	Iteration 55Q: 3 clusters Score -4493416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4493421.500000 Penalty: 4955.169434
	Iteration 56Q: 3 clusters Score -4493422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4493424.500000 Penalty: 4955.169434
	Iteration 57Q: 3 clusters Score -4493424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -4493418.500000 Penalty: 4955.169434
	Iteration 58Q: 3 clusters Score -4493418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4493421.500000 Penalty: 4955.169434
	Iteration 59Q: 3 clusters Score -4493422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -4493417.000000 Penalty: 4955.169434
	Iteration 60F: 3 clusters Score -4493417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4493416.500000 Penalty: 4955.169434
	Iteration 61Q: 3 clusters Score -4493416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4493415.500000 Penalty: 4955.169434
	Iteration 62Q: 3 clusters Score -4493416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4493417.500000 Penalty: 4955.169434
	Iteration 63Q: 3 clusters Score -4493418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -4493417.000000 Penalty: 4955.169434
	Iteration 64Q: 3 clusters Score -4493417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -4493414.500000 Penalty: 4955.169434
	Iteration 65Q: 3 clusters Score -4493414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -4493416.000000 Penalty: 4955.169434
	Iteration 66Q: 3 clusters Score -4493416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4493415.000000 Penalty: 4955.169434
	Iteration 67Q: 3 clusters Score -4493415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -4493428.500000 Penalty: 4955.169434
	Iteration 68Q: 3 clusters Score -4493428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4493419.500000 Penalty: 4955.169434
	Iteration 69Q: 3 clusters Score -4493420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4493414.000000 Penalty: 4955.169434
	Iteration 70Q: 3 clusters Score -4493414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -4493416.500000 Penalty: 4955.169434
	Iteration 71Q: 3 clusters Score -4493416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4493404.500000 Penalty: 4955.169434
	Iteration 72Q: 3 clusters Score -4493404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4493416.500000 Penalty: 4955.169434
	Iteration 73Q: 3 clusters Score -4493416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4493418.000000 Penalty: 4955.169434
	Iteration 74Q: 3 clusters Score -4493418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4493413.500000 Penalty: 4955.169434
	Iteration 75Q: 3 clusters Score -4493414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4493404.500000 Penalty: 4955.169434
	Iteration 76Q: 3 clusters Score -4493404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4493396.500000 Penalty: 4955.169434
	Iteration 77Q: 3 clusters Score -4493396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4493408.500000 Penalty: 4955.169434
	Iteration 78Q: 3 clusters Score -4493408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4493409.500000 Penalty: 4955.169434
	Iteration 79Q: 3 clusters Score -4493410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4493411.000000 Penalty: 4955.169434
	Iteration 80F: 3 clusters Score -4493411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4493411.500000 Penalty: 4955.169434
	Iteration 81Q: 3 clusters Score -4493412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4493410.000000 Penalty: 4955.169434
	Iteration 82Q: 3 clusters Score -4493410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4493410.000000 Penalty: 4955.169434
	Iteration 83F: 3 clusters Score -4493410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -86474.359375 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -86474.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84973.492188 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -84973.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85150.210938 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -85150.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85215.710938 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -85215.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -85237.539062 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -85237.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85246.476562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -85246.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85249.664062 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -85249.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85249.664062 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -85249.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (30217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Entering Unmasked Estep 
Score: -5887160.500000 Penalty: 2558.407715
	Iteration 0F: 2 clusters Score -5887160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5867777.000000 Penalty: 5116.815430
	Iteration 0F: 3 clusters Score -5867777 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -5875078.000000 Penalty: 5116.815430
	Iteration 1F: 3 clusters Score -5875078 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5875543.000000 Penalty: 5116.815430
	Iteration 2Q: 3 clusters Score -5875543 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5875894.500000 Penalty: 5116.815430
	Iteration 3Q: 3 clusters Score -5875894 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -5876218.000000 Penalty: 5116.815430
	Iteration 4Q: 3 clusters Score -5876218 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -5876495.500000 Penalty: 5116.815430
	Iteration 5Q: 3 clusters Score -5876496 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5876758.500000 Penalty: 5116.815430
	Iteration 6Q: 3 clusters Score -5876758 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5877131.000000 Penalty: 5116.815430
	Iteration 7Q: 3 clusters Score -5877131 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5877448.500000 Penalty: 5116.815430
	Iteration 8Q: 3 clusters Score -5877448 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5877868.500000 Penalty: 5116.815430
	Iteration 9Q: 3 clusters Score -5877868 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5878337.000000 Penalty: 5116.815430
	Iteration 10Q: 3 clusters Score -5878337 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5878967.000000 Penalty: 5116.815430
	Iteration 11Q: 3 clusters Score -5878967 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -5879668.000000 Penalty: 5116.815430
	Iteration 12Q: 3 clusters Score -5879668 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -5880479.000000 Penalty: 5116.815430
	Iteration 13Q: 3 clusters Score -5880479 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -5881735.000000 Penalty: 5116.815430
	Iteration 14Q: 3 clusters Score -5881735 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -5882838.000000 Penalty: 5116.815430
	Iteration 15Q: 3 clusters Score -5882838 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -5883513.000000 Penalty: 5116.815430
	Iteration 16Q: 3 clusters Score -5883513 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5883910.500000 Penalty: 5116.815430
	Iteration 17Q: 3 clusters Score -5883910 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5884184.500000 Penalty: 5116.815430
	Iteration 18Q: 3 clusters Score -5884184 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -5884403.000000 Penalty: 5116.815430
	Iteration 19Q: 3 clusters Score -5884403 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -5884571.000000 Penalty: 5116.815430
	Iteration 20F: 3 clusters Score -5884571 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5884713.000000 Penalty: 5116.815430
	Iteration 21Q: 3 clusters Score -5884713 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5884800.500000 Penalty: 5116.815430
	Iteration 22Q: 3 clusters Score -5884800 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5884895.500000 Penalty: 5116.815430
	Iteration 23Q: 3 clusters Score -5884896 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5884953.500000 Penalty: 5116.815430
	Iteration 24Q: 3 clusters Score -5884954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5884997.000000 Penalty: 5116.815430
	Iteration 25Q: 3 clusters Score -5884997 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5885018.000000 Penalty: 5116.815430
	Iteration 26Q: 3 clusters Score -5885018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -5885064.000000 Penalty: 5116.815430
	Iteration 27Q: 3 clusters Score -5885064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -5885097.500000 Penalty: 5116.815430
	Iteration 28Q: 3 clusters Score -5885098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5885087.000000 Penalty: 5116.815430
	Iteration 29Q: 3 clusters Score -5885087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5885103.000000 Penalty: 5116.815430
	Iteration 30Q: 3 clusters Score -5885103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -5885111.000000 Penalty: 5116.815430
	Iteration 31Q: 3 clusters Score -5885111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -5885126.500000 Penalty: 5116.815430
	Iteration 32Q: 3 clusters Score -5885126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -5885140.000000 Penalty: 5116.815430
	Iteration 33Q: 3 clusters Score -5885140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5885143.000000 Penalty: 5116.815430
	Iteration 34Q: 3 clusters Score -5885143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -5885147.000000 Penalty: 5116.815430
	Iteration 35Q: 3 clusters Score -5885147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -5885145.000000 Penalty: 5116.815430
	Iteration 36Q: 3 clusters Score -5885145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -5885156.000000 Penalty: 5116.815430
	Iteration 37Q: 3 clusters Score -5885156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5885153.000000 Penalty: 5116.815430
	Iteration 38Q: 3 clusters Score -5885153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -5885153.000000 Penalty: 5116.815430
	Iteration 39F: 3 clusters Score -5885153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Entering Unmasked Estep 
Score: -5202406.500000 Penalty: 2515.350830
	Iteration 0F: 2 clusters Score -5202406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5186761.000000 Penalty: 5030.701660
	Iteration 0F: 3 clusters Score -5186761 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -5192863.000000 Penalty: 5030.701660
	Iteration 1F: 3 clusters Score -5192863 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5193330.500000 Penalty: 5030.701660
	Iteration 2F: 3 clusters Score -5193330 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5193660.000000 Penalty: 5030.701660
	Iteration 3Q: 3 clusters Score -5193660 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -5194012.500000 Penalty: 5030.701660
	Iteration 4Q: 3 clusters Score -5194012 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5194281.500000 Penalty: 5030.701660
	Iteration 5F: 3 clusters Score -5194282 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -5194691.000000 Penalty: 5030.701660
	Iteration 6F: 3 clusters Score -5194691 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -5195101.500000 Penalty: 5030.701660
	Iteration 7Q: 3 clusters Score -5195102 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -5195691.500000 Penalty: 5030.701660
	Iteration 8Q: 3 clusters Score -5195692 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5196213.000000 Penalty: 5030.701660
	Iteration 9Q: 3 clusters Score -5196213 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5196704.500000 Penalty: 5030.701660
	Iteration 10Q: 3 clusters Score -5196704 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5197174.500000 Penalty: 5030.701660
	Iteration 11Q: 3 clusters Score -5197174 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5197542.000000 Penalty: 5030.701660
	Iteration 12Q: 3 clusters Score -5197542 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5197761.000000 Penalty: 5030.701660
	Iteration 13Q: 3 clusters Score -5197761 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5197958.500000 Penalty: 5030.701660
	Iteration 14Q: 3 clusters Score -5197958 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5198103.500000 Penalty: 5030.701660
	Iteration 15Q: 3 clusters Score -5198104 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5198306.500000 Penalty: 5030.701660
	Iteration 16Q: 3 clusters Score -5198306 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5198433.500000 Penalty: 5030.701660
	Iteration 17Q: 3 clusters Score -5198434 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5198608.500000 Penalty: 5030.701660
	Iteration 18Q: 3 clusters Score -5198608 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5198682.500000 Penalty: 5030.701660
	Iteration 19Q: 3 clusters Score -5198682 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -5198769.500000 Penalty: 5030.701660
	Iteration 20F: 3 clusters Score -5198770 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5198799.500000 Penalty: 5030.701660
	Iteration 21Q: 3 clusters Score -5198800 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5198811 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5198829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5198834.500000 Penalty: 5030.701660
	Iteration 24Q: 3 clusters Score -5198834 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5198848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5198901 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5198953.500000 Penalty: 5030.701660
	Iteration 27Q: 3 clusters Score -5198954 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5199037 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5199060 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5199078 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5199217.000000 Penalty: 5030.701660
	Iteration 31Q: 3 clusters Score -5199217 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -5199313.000000 Penalty: 5030.701660
	Iteration 32Q: 3 clusters Score -5199313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5199377.500000 Penalty: 5030.701660
	Iteration 33Q: 3 clusters Score -5199378 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5199430 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5199462 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5199454.000000 Penalty: 5030.701660
	Iteration 36Q: 3 clusters Score -5199454 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5199506.500000 Penalty: 5030.701660
	Iteration 37Q: 3 clusters Score -5199506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5199525.000000 Penalty: 5030.701660
	Iteration 38Q: 3 clusters Score -5199525 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5199552.500000 Penalty: 5030.701660
	Iteration 39Q: 3 clusters Score -5199552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5199578 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5199645.000000 Penalty: 5030.701660
	Iteration 41Q: 3 clusters Score -5199645 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5199751.500000 Penalty: 5030.701660
	Iteration 42Q: 3 clusters Score -5199752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5199828 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5199958 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5200092.500000 Penalty: 5030.701660
	Iteration 45Q: 3 clusters Score -5200092 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -5200145.000000 Penalty: 5030.701660
	Iteration 46Q: 3 clusters Score -5200145 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -5200259.500000 Penalty: 5030.701660
	Iteration 47Q: 3 clusters Score -5200260 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -5200339.500000 Penalty: 5030.701660
	Iteration 48Q: 3 clusters Score -5200340 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5200419.000000 Penalty: 5030.701660
	Iteration 49Q: 3 clusters Score -5200419 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5200548 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -5200656.500000 Penalty: 5030.701660
	Iteration 51Q: 3 clusters Score -5200656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5200716.500000 Penalty: 5030.701660
	Iteration 52Q: 3 clusters Score -5200716 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5200800 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5200915.500000 Penalty: 5030.701660
	Iteration 54Q: 3 clusters Score -5200916 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5201017.500000 Penalty: 5030.701660
	Iteration 55Q: 3 clusters Score -5201018 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -5201066.500000 Penalty: 5030.701660
	Iteration 56Q: 3 clusters Score -5201066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -5201097.500000 Penalty: 5030.701660
	Iteration 57Q: 3 clusters Score -5201098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5201053.500000 Penalty: 5030.701660
	Iteration 58Q: 3 clusters Score -5201054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5201052 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -5201209.500000 Penalty: 5030.701660
	Iteration 60F: 3 clusters Score -5201210 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5201372.500000 Penalty: 5030.701660
	Iteration 61Q: 3 clusters Score -5201372 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -5201452.500000 Penalty: 5030.701660
	Iteration 62Q: 3 clusters Score -5201452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -5201485.000000 Penalty: 5030.701660
	Iteration 63Q: 3 clusters Score -5201485 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5201510 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5201522 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5201522 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5201426.500000 Penalty: 5030.701660
	Iteration 67Q: 3 clusters Score -5201426 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5201346 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5201231.500000 Penalty: 5030.701660
	Iteration 69Q: 3 clusters Score -5201232 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5200948 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -5200809.000000 Penalty: 5030.701660
	Iteration 71Q: 3 clusters Score -5200809 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5200573.500000 Penalty: 5030.701660
	Iteration 72Q: 3 clusters Score -5200574 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -5200492.000000 Penalty: 5030.701660
	Iteration 73Q: 3 clusters Score -5200492 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5200353.000000 Penalty: 5030.701660
	Iteration 74Q: 3 clusters Score -5200353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5200300 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -5200253.000000 Penalty: 5030.701660
	Iteration 76Q: 3 clusters Score -5200253 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -5200174.500000 Penalty: 5030.701660
	Iteration 77Q: 3 clusters Score -5200174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -5200098.500000 Penalty: 5030.701660
	Iteration 78Q: 3 clusters Score -5200098 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5200023.500000 Penalty: 5030.701660
	Iteration 79Q: 3 clusters Score -5200024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5200414.000000 Penalty: 5030.701660
	Iteration 80F: 3 clusters Score -5200414 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -5200379.500000 Penalty: 5030.701660
	Iteration 81Q: 3 clusters Score -5200380 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -5200359.000000 Penalty: 5030.701660
	Iteration 82Q: 3 clusters Score -5200359 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5200354.500000 Penalty: 5030.701660
	Iteration 83Q: 3 clusters Score -5200354 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5200289.500000 Penalty: 5030.701660
	Iteration 84Q: 3 clusters Score -5200290 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -5200231.500000 Penalty: 5030.701660
	Iteration 85Q: 3 clusters Score -5200232 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5200215.000000 Penalty: 5030.701660
	Iteration 86Q: 3 clusters Score -5200215 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -5200190.500000 Penalty: 5030.701660
	Iteration 87Q: 3 clusters Score -5200190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -5200132.500000 Penalty: 5030.701660
	Iteration 88Q: 3 clusters Score -5200132 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5200106 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5200069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5200063.500000 Penalty: 5030.701660
	Iteration 91Q: 3 clusters Score -5200064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5200027.500000 Penalty: 5030.701660
	Iteration 92Q: 3 clusters Score -5200028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -5199998.500000 Penalty: 5030.701660
	Iteration 93Q: 3 clusters Score -5199998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5199958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -5199955.000000 Penalty: 5030.701660
	Iteration 95Q: 3 clusters Score -5199955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5199942.500000 Penalty: 5030.701660
	Iteration 96Q: 3 clusters Score -5199942 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5199940 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5199900 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4275 members 
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Entering Unmasked Estep 
Score: -5199850.500000 Penalty: 5030.701660
	Iteration 99Q: 3 clusters Score -5199850 nChanged 62
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Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5199840 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5199840 nChanged 51
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Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5199847.500000 Penalty: 5030.701660
	Iteration 102Q: 3 clusters Score -5199848 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -5199817.500000 Penalty: 5030.701660
	Iteration 103Q: 3 clusters Score -5199818 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5199812.000000 Penalty: 5030.701660
	Iteration 104Q: 3 clusters Score -5199812 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3973 members 
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Entering Unmasked Estep 
Score: -5199791.500000 Penalty: 5030.701660
	Iteration 105Q: 3 clusters Score -5199792 nChanged 44
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5199770 nChanged 44
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5199769 nChanged 42
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5199776 nChanged 50
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Mstep: Class 1 contains 3793 members 
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Entering Unmasked Estep 
Score: -5199771.500000 Penalty: 5030.701660
	Iteration 109Q: 3 clusters Score -5199772 nChanged 51
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Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -5199751.500000 Penalty: 5030.701660
	Iteration 111Q: 3 clusters Score -5199752 nChanged 45
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Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5199746 nChanged 34
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Mstep: Class 1 contains 3621 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5199738 nChanged 27
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Mstep: Class 1 contains 3594 members 
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Entering Unmasked Estep 
Score: -5199733.000000 Penalty: 5030.701660
	Iteration 114Q: 3 clusters Score -5199733 nChanged 29
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Entering Unmasked Estep 
Score: -5199729.000000 Penalty: 5030.701660
	Iteration 115Q: 3 clusters Score -5199729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5199716.000000 Penalty: 5030.701660
	Iteration 116Q: 3 clusters Score -5199716 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5199707.000000 Penalty: 5030.701660
	Iteration 117Q: 3 clusters Score -5199707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5199696.500000 Penalty: 5030.701660
	Iteration 118Q: 3 clusters Score -5199696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -5199680.000000 Penalty: 5030.701660
	Iteration 119Q: 3 clusters Score -5199680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -5199664.500000 Penalty: 5030.701660
	Iteration 120F: 3 clusters Score -5199664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5199668.500000 Penalty: 5030.701660
	Iteration 121Q: 3 clusters Score -5199668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5199655.500000 Penalty: 5030.701660
	Iteration 122Q: 3 clusters Score -5199656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5199653.500000 Penalty: 5030.701660
	Iteration 123Q: 3 clusters Score -5199654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -5199640.500000 Penalty: 5030.701660
	Iteration 124Q: 3 clusters Score -5199640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5199628.000000 Penalty: 5030.701660
	Iteration 125Q: 3 clusters Score -5199628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -5199624.500000 Penalty: 5030.701660
	Iteration 126Q: 3 clusters Score -5199624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -5199619.500000 Penalty: 5030.701660
	Iteration 127Q: 3 clusters Score -5199620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5199619.500000 Penalty: 5030.701660
	Iteration 128Q: 3 clusters Score -5199620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -5199618.000000 Penalty: 5030.701660
	Iteration 129Q: 3 clusters Score -5199618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5199617.500000 Penalty: 5030.701660
	Iteration 130Q: 3 clusters Score -5199618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5199615.000000 Penalty: 5030.701660
	Iteration 131Q: 3 clusters Score -5199615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5199620.500000 Penalty: 5030.701660
	Iteration 132Q: 3 clusters Score -5199620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -5199610.000000 Penalty: 5030.701660
	Iteration 133Q: 3 clusters Score -5199610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5199621.000000 Penalty: 5030.701660
	Iteration 134Q: 3 clusters Score -5199621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5199614.000000 Penalty: 5030.701660
	Iteration 135Q: 3 clusters Score -5199614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -5199612.000000 Penalty: 5030.701660
	Iteration 136Q: 3 clusters Score -5199612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5199610.000000 Penalty: 5030.701660
	Iteration 137Q: 3 clusters Score -5199610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -5199609.000000 Penalty: 5030.701660
	Iteration 138Q: 3 clusters Score -5199609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5199610.000000 Penalty: 5030.701660
	Iteration 139Q: 3 clusters Score -5199610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5199615.500000 Penalty: 5030.701660
	Iteration 140F: 3 clusters Score -5199616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -5199621.000000 Penalty: 5030.701660
	Iteration 141Q: 3 clusters Score -5199621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5199620.000000 Penalty: 5030.701660
	Iteration 142Q: 3 clusters Score -5199620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -5199627.500000 Penalty: 5030.701660
	Iteration 143Q: 3 clusters Score -5199628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5199621.500000 Penalty: 5030.701660
	Iteration 144Q: 3 clusters Score -5199622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5199622.500000 Penalty: 5030.701660
	Iteration 145Q: 3 clusters Score -5199622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5199624.000000 Penalty: 5030.701660
	Iteration 146Q: 3 clusters Score -5199624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5199619.500000 Penalty: 5030.701660
	Iteration 147Q: 3 clusters Score -5199620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5199619.500000 Penalty: 5030.701660
	Iteration 148F: 3 clusters Score -5199620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20859.775391 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20859.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20929.978516 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20929.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20937.210938 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20937.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20938.236328 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -20938.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20938.236328 Penalty: 2526.500000
	Iteration 4F: 3 clusters Score -20938.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (16981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Entering Unmasked Estep 
Score: -3464812.250000 Penalty: 2415.482910
	Iteration 0F: 2 clusters Score -3464812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -3453274.250000 Penalty: 4830.965820
	Iteration 0F: 3 clusters Score -3453274 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3457163.000000 Penalty: 4830.965820
	Iteration 1F: 3 clusters Score -3457163 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -3457597.750000 Penalty: 4830.965820
	Iteration 2F: 3 clusters Score -3457598 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3458073.000000 Penalty: 4830.965820
	Iteration 3F: 3 clusters Score -3458073 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3458610.500000 Penalty: 4830.965820
	Iteration 4F: 3 clusters Score -3458610 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3459185.250000 Penalty: 4830.965820
	Iteration 5F: 3 clusters Score -3459185 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -3459826.500000 Penalty: 4830.965820
	Iteration 6F: 3 clusters Score -3459826 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3460502.250000 Penalty: 4830.965820
	Iteration 7F: 3 clusters Score -3460502 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3461159.250000 Penalty: 4830.965820
	Iteration 8F: 3 clusters Score -3461159 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3461754.500000 Penalty: 4830.965820
	Iteration 9Q: 3 clusters Score -3461754 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3462142.500000 Penalty: 4830.965820
	Iteration 10Q: 3 clusters Score -3462142 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3462384.250000 Penalty: 4830.965820
	Iteration 11Q: 3 clusters Score -3462384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3462550.750000 Penalty: 4830.965820
	Iteration 12Q: 3 clusters Score -3462551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3462661.500000 Penalty: 4830.965820
	Iteration 13Q: 3 clusters Score -3462662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3462715.750000 Penalty: 4830.965820
	Iteration 14Q: 3 clusters Score -3462716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3462734.500000 Penalty: 4830.965820
	Iteration 15Q: 3 clusters Score -3462734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3462743.000000 Penalty: 4830.965820
	Iteration 16Q: 3 clusters Score -3462743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3462749.000000 Penalty: 4830.965820
	Iteration 17Q: 3 clusters Score -3462749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3462750.500000 Penalty: 4830.965820
	Iteration 18Q: 3 clusters Score -3462750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3462751.000000 Penalty: 4830.965820
	Iteration 19Q: 3 clusters Score -3462751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3462760.750000 Penalty: 4830.965820
	Iteration 20F: 3 clusters Score -3462761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3462770.750000 Penalty: 4830.965820
	Iteration 21Q: 3 clusters Score -3462771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3462782.500000 Penalty: 4830.965820
	Iteration 22Q: 3 clusters Score -3462782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3462783.750000 Penalty: 4830.965820
	Iteration 23Q: 3 clusters Score -3462784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3462791.750000 Penalty: 4830.965820
	Iteration 24Q: 3 clusters Score -3462792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3462799.000000 Penalty: 4830.965820
	Iteration 25Q: 3 clusters Score -3462799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3462809.250000 Penalty: 4830.965820
	Iteration 26Q: 3 clusters Score -3462809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3462812.500000 Penalty: 4830.965820
	Iteration 27Q: 3 clusters Score -3462812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3462815.250000 Penalty: 4830.965820
	Iteration 28Q: 3 clusters Score -3462815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3462816.000000 Penalty: 4830.965820
	Iteration 29Q: 3 clusters Score -3462816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3462816.000000 Penalty: 4830.965820
	Iteration 30F: 3 clusters Score -3462816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (28963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Entering Unmasked Estep 
Score: -5558732.500000 Penalty: 2547.895996
	Iteration 0F: 2 clusters Score -5558732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5539784.000000 Penalty: 5095.791992
	Iteration 0F: 3 clusters Score -5539784 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -5546754.000000 Penalty: 5095.791992
	Iteration 1F: 3 clusters Score -5546754 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -5547133.500000 Penalty: 5095.791992
	Iteration 2Q: 3 clusters Score -5547134 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5547430.000000 Penalty: 5095.791992
	Iteration 3Q: 3 clusters Score -5547430 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5547677.500000 Penalty: 5095.791992
	Iteration 4Q: 3 clusters Score -5547678 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -5547840.500000 Penalty: 5095.791992
	Iteration 5Q: 3 clusters Score -5547840 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5547977.000000 Penalty: 5095.791992
	Iteration 6Q: 3 clusters Score -5547977 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5548135.500000 Penalty: 5095.791992
	Iteration 7Q: 3 clusters Score -5548136 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5548290.000000 Penalty: 5095.791992
	Iteration 8Q: 3 clusters Score -5548290 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -5548424.500000 Penalty: 5095.791992
	Iteration 9Q: 3 clusters Score -5548424 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5548573.000000 Penalty: 5095.791992
	Iteration 10Q: 3 clusters Score -5548573 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -5548788.000000 Penalty: 5095.791992
	Iteration 11Q: 3 clusters Score -5548788 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -5548944.000000 Penalty: 5095.791992
	Iteration 12Q: 3 clusters Score -5548944 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5549186.000000 Penalty: 5095.791992
	Iteration 13Q: 3 clusters Score -5549186 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5549581.000000 Penalty: 5095.791992
	Iteration 14Q: 3 clusters Score -5549581 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5550102.000000 Penalty: 5095.791992
	Iteration 15Q: 3 clusters Score -5550102 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5550869.000000 Penalty: 5095.791992
	Iteration 16Q: 3 clusters Score -5550869 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5551742.000000 Penalty: 5095.791992
	Iteration 17Q: 3 clusters Score -5551742 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5552651.500000 Penalty: 5095.791992
	Iteration 18Q: 3 clusters Score -5552652 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5553513.000000 Penalty: 5095.791992
	Iteration 19Q: 3 clusters Score -5553513 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5554243.500000 Penalty: 5095.791992
	Iteration 20F: 3 clusters Score -5554244 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5554870.000000 Penalty: 5095.791992
	Iteration 21Q: 3 clusters Score -5554870 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5555304.500000 Penalty: 5095.791992
	Iteration 22Q: 3 clusters Score -5555304 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5555686.000000 Penalty: 5095.791992
	Iteration 23Q: 3 clusters Score -5555686 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -5555931.500000 Penalty: 5095.791992
	Iteration 24Q: 3 clusters Score -5555932 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -5556099.500000 Penalty: 5095.791992
	Iteration 25Q: 3 clusters Score -5556100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5556221.000000 Penalty: 5095.791992
	Iteration 26Q: 3 clusters Score -5556221 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -5556325.000000 Penalty: 5095.791992
	Iteration 27Q: 3 clusters Score -5556325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5556395.000000 Penalty: 5095.791992
	Iteration 28Q: 3 clusters Score -5556395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -5556450.500000 Penalty: 5095.791992
	Iteration 29Q: 3 clusters Score -5556450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5556489.500000 Penalty: 5095.791992
	Iteration 30Q: 3 clusters Score -5556490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5556520.500000 Penalty: 5095.791992
	Iteration 31Q: 3 clusters Score -5556520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5556529.000000 Penalty: 5095.791992
	Iteration 32Q: 3 clusters Score -5556529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5556550.500000 Penalty: 5095.791992
	Iteration 33Q: 3 clusters Score -5556550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5556571.000000 Penalty: 5095.791992
	Iteration 34Q: 3 clusters Score -5556571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -5556596.000000 Penalty: 5095.791992
	Iteration 35Q: 3 clusters Score -5556596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5556615.000000 Penalty: 5095.791992
	Iteration 36Q: 3 clusters Score -5556615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5556629.500000 Penalty: 5095.791992
	Iteration 37Q: 3 clusters Score -5556630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5556638.500000 Penalty: 5095.791992
	Iteration 38Q: 3 clusters Score -5556638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5556642.500000 Penalty: 5095.791992
	Iteration 39Q: 3 clusters Score -5556642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -5556649.000000 Penalty: 5095.791992
	Iteration 40F: 3 clusters Score -5556649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5556649.000000 Penalty: 5095.791992
	Iteration 41Q: 3 clusters Score -5556649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5556653.500000 Penalty: 5095.791992
	Iteration 42Q: 3 clusters Score -5556654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5556658.500000 Penalty: 5095.791992
	Iteration 43Q: 3 clusters Score -5556658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5556662.000000 Penalty: 5095.791992
	Iteration 44Q: 3 clusters Score -5556662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5556668.000000 Penalty: 5095.791992
	Iteration 45Q: 3 clusters Score -5556668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5556667.000000 Penalty: 5095.791992
	Iteration 46Q: 3 clusters Score -5556667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5556664.500000 Penalty: 5095.791992
	Iteration 47Q: 3 clusters Score -5556664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5556664.500000 Penalty: 5095.791992
	Iteration 48F: 3 clusters Score -5556664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (30662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Entering Unmasked Estep 
Score: -5934822.000000 Penalty: 2562.033203
	Iteration 0F: 2 clusters Score -5934822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5915587.500000 Penalty: 5124.066406
	Iteration 0F: 3 clusters Score -5915588 nChanged 13865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5922992.000000 Penalty: 5124.066406
	Iteration 1F: 3 clusters Score -5922992 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5923403.500000 Penalty: 5124.066406
	Iteration 2Q: 3 clusters Score -5923404 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -5923740.500000 Penalty: 5124.066406
	Iteration 3Q: 3 clusters Score -5923740 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5923985.000000 Penalty: 5124.066406
	Iteration 4Q: 3 clusters Score -5923985 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -5924217.500000 Penalty: 5124.066406
	Iteration 5Q: 3 clusters Score -5924218 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5924429.500000 Penalty: 5124.066406
	Iteration 6Q: 3 clusters Score -5924430 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5924614.500000 Penalty: 5124.066406
	Iteration 7Q: 3 clusters Score -5924614 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5924793.500000 Penalty: 5124.066406
	Iteration 8Q: 3 clusters Score -5924794 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5925001.000000 Penalty: 5124.066406
	Iteration 9Q: 3 clusters Score -5925001 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -5925224.000000 Penalty: 5124.066406
	Iteration 10Q: 3 clusters Score -5925224 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5925432.000000 Penalty: 5124.066406
	Iteration 11Q: 3 clusters Score -5925432 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5925708.000000 Penalty: 5124.066406
	Iteration 12Q: 3 clusters Score -5925708 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -5926043.500000 Penalty: 5124.066406
	Iteration 13Q: 3 clusters Score -5926044 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5926530.000000 Penalty: 5124.066406
	Iteration 14Q: 3 clusters Score -5926530 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5927237.000000 Penalty: 5124.066406
	Iteration 15Q: 3 clusters Score -5927237 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5928101.500000 Penalty: 5124.066406
	Iteration 16Q: 3 clusters Score -5928102 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5928931.500000 Penalty: 5124.066406
	Iteration 17Q: 3 clusters Score -5928932 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -5929467.500000 Penalty: 5124.066406
	Iteration 18Q: 3 clusters Score -5929468 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5929702.000000 Penalty: 5124.066406
	Iteration 19Q: 3 clusters Score -5929702 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5929844.000000 Penalty: 5124.066406
	Iteration 20F: 3 clusters Score -5929844 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5929900.500000 Penalty: 5124.066406
	Iteration 21Q: 3 clusters Score -5929900 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5929941.500000 Penalty: 5124.066406
	Iteration 22Q: 3 clusters Score -5929942 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5930011.500000 Penalty: 5124.066406
	Iteration 23Q: 3 clusters Score -5930012 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5930060.500000 Penalty: 5124.066406
	Iteration 24Q: 3 clusters Score -5930060 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5930131.000000 Penalty: 5124.066406
	Iteration 25Q: 3 clusters Score -5930131 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -5930174.500000 Penalty: 5124.066406
	Iteration 26Q: 3 clusters Score -5930174 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -5930238.000000 Penalty: 5124.066406
	Iteration 27Q: 3 clusters Score -5930238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -5930321.500000 Penalty: 5124.066406
	Iteration 28Q: 3 clusters Score -5930322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -5930378.500000 Penalty: 5124.066406
	Iteration 29Q: 3 clusters Score -5930378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5930401.000000 Penalty: 5124.066406
	Iteration 30Q: 3 clusters Score -5930401 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -5930453.000000 Penalty: 5124.066406
	Iteration 31Q: 3 clusters Score -5930453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -5930483.000000 Penalty: 5124.066406
	Iteration 32Q: 3 clusters Score -5930483 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -5930525.500000 Penalty: 5124.066406
	Iteration 33Q: 3 clusters Score -5930526 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -5930550.000000 Penalty: 5124.066406
	Iteration 34Q: 3 clusters Score -5930550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5930579.000000 Penalty: 5124.066406
	Iteration 35Q: 3 clusters Score -5930579 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -5930598.500000 Penalty: 5124.066406
	Iteration 36Q: 3 clusters Score -5930598 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -5930624.000000 Penalty: 5124.066406
	Iteration 37Q: 3 clusters Score -5930624 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5930665.000000 Penalty: 5124.066406
	Iteration 38Q: 3 clusters Score -5930665 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -5930708.000000 Penalty: 5124.066406
	Iteration 39Q: 3 clusters Score -5930708 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -5930719.500000 Penalty: 5124.066406
	Iteration 40F: 3 clusters Score -5930720 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -5930749.000000 Penalty: 5124.066406
	Iteration 41Q: 3 clusters Score -5930749 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -5930768.000000 Penalty: 5124.066406
	Iteration 42Q: 3 clusters Score -5930768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5930775.500000 Penalty: 5124.066406
	Iteration 43Q: 3 clusters Score -5930776 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5930796.500000 Penalty: 5124.066406
	Iteration 44Q: 3 clusters Score -5930796 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5930821.500000 Penalty: 5124.066406
	Iteration 45Q: 3 clusters Score -5930822 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5930850.500000 Penalty: 5124.066406
	Iteration 46Q: 3 clusters Score -5930850 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -5930860.000000 Penalty: 5124.066406
	Iteration 47Q: 3 clusters Score -5930860 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -5930857.000000 Penalty: 5124.066406
	Iteration 48Q: 3 clusters Score -5930857 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5930868.500000 Penalty: 5124.066406
	Iteration 49Q: 3 clusters Score -5930868 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5930885.000000 Penalty: 5124.066406
	Iteration 50Q: 3 clusters Score -5930885 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -5930908.500000 Penalty: 5124.066406
	Iteration 51Q: 3 clusters Score -5930908 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -5930939.000000 Penalty: 5124.066406
	Iteration 52Q: 3 clusters Score -5930939 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -5931031.000000 Penalty: 5124.066406
	Iteration 53Q: 3 clusters Score -5931031 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5931100.500000 Penalty: 5124.066406
	Iteration 54Q: 3 clusters Score -5931100 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -5931183.000000 Penalty: 5124.066406
	Iteration 55Q: 3 clusters Score -5931183 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -5931306.000000 Penalty: 5124.066406
	Iteration 56Q: 3 clusters Score -5931306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -5931429.500000 Penalty: 5124.066406
	Iteration 57Q: 3 clusters Score -5931430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -5931515.500000 Penalty: 5124.066406
	Iteration 58Q: 3 clusters Score -5931516 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -5931595.500000 Penalty: 5124.066406
	Iteration 59Q: 3 clusters Score -5931596 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -5931711.500000 Penalty: 5124.066406
	Iteration 60F: 3 clusters Score -5931712 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5931811.500000 Penalty: 5124.066406
	Iteration 61Q: 3 clusters Score -5931812 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5931867.500000 Penalty: 5124.066406
	Iteration 62Q: 3 clusters Score -5931868 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5931965.500000 Penalty: 5124.066406
	Iteration 63Q: 3 clusters Score -5931966 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -5932094.500000 Penalty: 5124.066406
	Iteration 64Q: 3 clusters Score -5932094 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5932203.500000 Penalty: 5124.066406
	Iteration 65Q: 3 clusters Score -5932204 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5932311.000000 Penalty: 5124.066406
	Iteration 66Q: 3 clusters Score -5932311 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5932363.500000 Penalty: 5124.066406
	Iteration 67Q: 3 clusters Score -5932364 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5932415.000000 Penalty: 5124.066406
	Iteration 68Q: 3 clusters Score -5932415 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5932449.500000 Penalty: 5124.066406
	Iteration 69Q: 3 clusters Score -5932450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5932483.000000 Penalty: 5124.066406
	Iteration 70Q: 3 clusters Score -5932483 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5932542.000000 Penalty: 5124.066406
	Iteration 71Q: 3 clusters Score -5932542 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5932579.500000 Penalty: 5124.066406
	Iteration 72Q: 3 clusters Score -5932580 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5932591.000000 Penalty: 5124.066406
	Iteration 73Q: 3 clusters Score -5932591 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5932624.500000 Penalty: 5124.066406
	Iteration 74Q: 3 clusters Score -5932624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5932631.500000 Penalty: 5124.066406
	Iteration 75Q: 3 clusters Score -5932632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5932670.500000 Penalty: 5124.066406
	Iteration 76Q: 3 clusters Score -5932670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5932643.500000 Penalty: 5124.066406
	Iteration 77Q: 3 clusters Score -5932644 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5932646.000000 Penalty: 5124.066406
	Iteration 78Q: 3 clusters Score -5932646 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5932664.000000 Penalty: 5124.066406
	Iteration 79Q: 3 clusters Score -5932664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5932673.000000 Penalty: 5124.066406
	Iteration 80F: 3 clusters Score -5932673 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5932711.000000 Penalty: 5124.066406
	Iteration 81Q: 3 clusters Score -5932711 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5932723.000000 Penalty: 5124.066406
	Iteration 82Q: 3 clusters Score -5932723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5932732.000000 Penalty: 5124.066406
	Iteration 83Q: 3 clusters Score -5932732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5932735.500000 Penalty: 5124.066406
	Iteration 84Q: 3 clusters Score -5932736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5932733.000000 Penalty: 5124.066406
	Iteration 85Q: 3 clusters Score -5932733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5932744.500000 Penalty: 5124.066406
	Iteration 86Q: 3 clusters Score -5932744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5932749.000000 Penalty: 5124.066406
	Iteration 87Q: 3 clusters Score -5932749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5932751.000000 Penalty: 5124.066406
	Iteration 88Q: 3 clusters Score -5932751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5932754.500000 Penalty: 5124.066406
	Iteration 89Q: 3 clusters Score -5932754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5932752.500000 Penalty: 5124.066406
	Iteration 90Q: 3 clusters Score -5932752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5932755.000000 Penalty: 5124.066406
	Iteration 91Q: 3 clusters Score -5932755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5932754.000000 Penalty: 5124.066406
	Iteration 92Q: 3 clusters Score -5932754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5932753.000000 Penalty: 5124.066406
	Iteration 93Q: 3 clusters Score -5932753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5932758.500000 Penalty: 5124.066406
	Iteration 94Q: 3 clusters Score -5932758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5932766.000000 Penalty: 5124.066406
	Iteration 95Q: 3 clusters Score -5932766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5932762.500000 Penalty: 5124.066406
	Iteration 96Q: 3 clusters Score -5932762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5932757.000000 Penalty: 5124.066406
	Iteration 97Q: 3 clusters Score -5932757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5932758.500000 Penalty: 5124.066406
	Iteration 98Q: 3 clusters Score -5932758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5932755.500000 Penalty: 5124.066406
	Iteration 99Q: 3 clusters Score -5932756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5932757.500000 Penalty: 5124.066406
	Iteration 100F: 3 clusters Score -5932758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5932759.500000 Penalty: 5124.066406
	Iteration 101Q: 3 clusters Score -5932760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5932762.000000 Penalty: 5124.066406
	Iteration 102Q: 3 clusters Score -5932762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5932757.500000 Penalty: 5124.066406
	Iteration 103Q: 3 clusters Score -5932758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5932759.000000 Penalty: 5124.066406
	Iteration 104Q: 3 clusters Score -5932759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5932758.500000 Penalty: 5124.066406
	Iteration 105Q: 3 clusters Score -5932758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5932753.500000 Penalty: 5124.066406
	Iteration 106Q: 3 clusters Score -5932754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5932763.500000 Penalty: 5124.066406
	Iteration 107Q: 3 clusters Score -5932764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5932764.500000 Penalty: 5124.066406
	Iteration 108Q: 3 clusters Score -5932764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5932767.500000 Penalty: 5124.066406
	Iteration 109Q: 3 clusters Score -5932768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5932775.500000 Penalty: 5124.066406
	Iteration 110Q: 3 clusters Score -5932776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5932776.500000 Penalty: 5124.066406
	Iteration 111Q: 3 clusters Score -5932776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5932775.000000 Penalty: 5124.066406
	Iteration 112Q: 3 clusters Score -5932775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5932774.500000 Penalty: 5124.066406
	Iteration 113Q: 3 clusters Score -5932774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5932784.000000 Penalty: 5124.066406
	Iteration 114Q: 3 clusters Score -5932784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5932781.000000 Penalty: 5124.066406
	Iteration 115Q: 3 clusters Score -5932781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5932771.500000 Penalty: 5124.066406
	Iteration 116Q: 3 clusters Score -5932772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5932772.500000 Penalty: 5124.066406
	Iteration 117Q: 3 clusters Score -5932772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5932780.500000 Penalty: 5124.066406
	Iteration 118Q: 3 clusters Score -5932780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5932780.000000 Penalty: 5124.066406
	Iteration 119Q: 3 clusters Score -5932780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5932773.000000 Penalty: 5124.066406
	Iteration 120F: 3 clusters Score -5932773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5932774.000000 Penalty: 5124.066406
	Iteration 121Q: 3 clusters Score -5932774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5932782.500000 Penalty: 5124.066406
	Iteration 122Q: 3 clusters Score -5932782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5932783.500000 Penalty: 5124.066406
	Iteration 123Q: 3 clusters Score -5932784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5932783.000000 Penalty: 5124.066406
	Iteration 124Q: 3 clusters Score -5932783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5932783.000000 Penalty: 5124.066406
	Iteration 125F: 3 clusters Score -5932783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Entering Unmasked Estep 
Score: -4351885.500000 Penalty: 2468.837158
	Iteration 0F: 2 clusters Score -4351886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4339205.500000 Penalty: 4937.674316
	Iteration 0F: 3 clusters Score -4339206 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4344196.000000 Penalty: 4937.674316
	Iteration 1F: 3 clusters Score -4344196 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4344523.500000 Penalty: 4937.674316
	Iteration 2F: 3 clusters Score -4344524 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -4344814.000000 Penalty: 4937.674316
	Iteration 3Q: 3 clusters Score -4344814 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4345086.500000 Penalty: 4937.674316
	Iteration 4Q: 3 clusters Score -4345086 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -4345356.000000 Penalty: 4937.674316
	Iteration 5Q: 3 clusters Score -4345356 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4345641.500000 Penalty: 4937.674316
	Iteration 6Q: 3 clusters Score -4345642 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4345927.000000 Penalty: 4937.674316
	Iteration 7Q: 3 clusters Score -4345927 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4346257.500000 Penalty: 4937.674316
	Iteration 8Q: 3 clusters Score -4346258 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4346704.500000 Penalty: 4937.674316
	Iteration 9Q: 3 clusters Score -4346704 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4347322.500000 Penalty: 4937.674316
	Iteration 10F: 3 clusters Score -4347322 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -4347882.000000 Penalty: 4937.674316
	Iteration 11F: 3 clusters Score -4347882 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -4348385.000000 Penalty: 4937.674316
	Iteration 12Q: 3 clusters Score -4348385 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4348675.500000 Penalty: 4937.674316
	Iteration 13Q: 3 clusters Score -4348676 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -4348844.500000 Penalty: 4937.674316
	Iteration 14Q: 3 clusters Score -4348844 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -4349009.000000 Penalty: 4937.674316
	Iteration 15Q: 3 clusters Score -4349009 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4349116.000000 Penalty: 4937.674316
	Iteration 16Q: 3 clusters Score -4349116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4349214.000000 Penalty: 4937.674316
	Iteration 17Q: 3 clusters Score -4349214 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4349268.500000 Penalty: 4937.674316
	Iteration 18Q: 3 clusters Score -4349268 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4349339.500000 Penalty: 4937.674316
	Iteration 19Q: 3 clusters Score -4349340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4349385.500000 Penalty: 4937.674316
	Iteration 20F: 3 clusters Score -4349386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4349441.000000 Penalty: 4937.674316
	Iteration 21Q: 3 clusters Score -4349441 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4349475.500000 Penalty: 4937.674316
	Iteration 22Q: 3 clusters Score -4349476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4349508.500000 Penalty: 4937.674316
	Iteration 23Q: 3 clusters Score -4349508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4349544.000000 Penalty: 4937.674316
	Iteration 24Q: 3 clusters Score -4349544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4349575.500000 Penalty: 4937.674316
	Iteration 25Q: 3 clusters Score -4349576 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4349592.000000 Penalty: 4937.674316
	Iteration 26Q: 3 clusters Score -4349592 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -4349612.000000 Penalty: 4937.674316
	Iteration 27Q: 3 clusters Score -4349612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4349630.500000 Penalty: 4937.674316
	Iteration 28Q: 3 clusters Score -4349630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -4349650.500000 Penalty: 4937.674316
	Iteration 29Q: 3 clusters Score -4349650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4349660.500000 Penalty: 4937.674316
	Iteration 30Q: 3 clusters Score -4349660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4349679.000000 Penalty: 4937.674316
	Iteration 31Q: 3 clusters Score -4349679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4349687.000000 Penalty: 4937.674316
	Iteration 32Q: 3 clusters Score -4349687 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4349695.000000 Penalty: 4937.674316
	Iteration 33Q: 3 clusters Score -4349695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4349699.000000 Penalty: 4937.674316
	Iteration 34Q: 3 clusters Score -4349699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4349713.500000 Penalty: 4937.674316
	Iteration 35Q: 3 clusters Score -4349714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -4349737.000000 Penalty: 4937.674316
	Iteration 36Q: 3 clusters Score -4349737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4349755.500000 Penalty: 4937.674316
	Iteration 37Q: 3 clusters Score -4349756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4349787.000000 Penalty: 4937.674316
	Iteration 38Q: 3 clusters Score -4349787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -4349812.500000 Penalty: 4937.674316
	Iteration 39Q: 3 clusters Score -4349812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4349813.000000 Penalty: 4937.674316
	Iteration 40F: 3 clusters Score -4349813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4349823.000000 Penalty: 4937.674316
	Iteration 41Q: 3 clusters Score -4349823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4349836.000000 Penalty: 4937.674316
	Iteration 42Q: 3 clusters Score -4349836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4349842.000000 Penalty: 4937.674316
	Iteration 43Q: 3 clusters Score -4349842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4349856.500000 Penalty: 4937.674316
	Iteration 44Q: 3 clusters Score -4349856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4349855.500000 Penalty: 4937.674316
	Iteration 45Q: 3 clusters Score -4349856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4349855.000000 Penalty: 4937.674316
	Iteration 46Q: 3 clusters Score -4349855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4349857.000000 Penalty: 4937.674316
	Iteration 47Q: 3 clusters Score -4349857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4349859.500000 Penalty: 4937.674316
	Iteration 48Q: 3 clusters Score -4349860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4349865.500000 Penalty: 4937.674316
	Iteration 49Q: 3 clusters Score -4349866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4349879.000000 Penalty: 4937.674316
	Iteration 50Q: 3 clusters Score -4349879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4349877.000000 Penalty: 4937.674316
	Iteration 51Q: 3 clusters Score -4349877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4349880.500000 Penalty: 4937.674316
	Iteration 52Q: 3 clusters Score -4349880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4349881.500000 Penalty: 4937.674316
	Iteration 53Q: 3 clusters Score -4349882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4349883.000000 Penalty: 4937.674316
	Iteration 54Q: 3 clusters Score -4349883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4349881.000000 Penalty: 4937.674316
	Iteration 55Q: 3 clusters Score -4349881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4349884.500000 Penalty: 4937.674316
	Iteration 56Q: 3 clusters Score -4349884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4349884.500000 Penalty: 4937.674316
	Iteration 57Q: 3 clusters Score -4349884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4349879.000000 Penalty: 4937.674316
	Iteration 58Q: 3 clusters Score -4349879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4349880.000000 Penalty: 4937.674316
	Iteration 59Q: 3 clusters Score -4349880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4349879.500000 Penalty: 4937.674316
	Iteration 60F: 3 clusters Score -4349880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 31659 members 
Mstep: Class 4 contains 27270 members 
Mstep: Class 5 contains 28585 members 
Mstep: Class 6 contains 4189 members 
Mstep: Class 7 contains 25908 members 
Mstep: Class 8 contains 24376 members 
Mstep: Class 9 contains 33691 members 
Mstep: Class 10 contains 43948 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30128 members 
Mstep: Class 13 contains 21805 members 
Mstep: Class 14 contains 34378 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10810 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 25810 members 
Mstep: Class 20 contains 20461 members 
Mstep: Class 21 contains 36869 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 41417 members 
Mstep: Class 24 contains 22955 members 
Mstep: Class 25 contains 30484 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 31992 members 
Mstep: Class 28 contains 21968 members 
Mstep: Class 29 contains 28325 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1980 members 
Mstep: Class 32 contains 26543 members 
Mstep: Class 33 contains 23141 members 
Mstep: Class 34 contains 24750 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 24068 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21813 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30217 members 
Mstep: Class 41 contains 25401 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 16981 members 
Mstep: Class 44 contains 28963 members 
Mstep: Class 45 contains 30662 members 
Mstep: Class 46 contains 21057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445696.000000 Penalty: 156710.000000
Iteration 239Q: 47 clusters Score -1.774457e+08 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 31529 members 
Mstep: Class 4 contains 27250 members 
Mstep: Class 5 contains 28587 members 
Mstep: Class 6 contains 4194 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 24388 members 
Mstep: Class 9 contains 33703 members 
Mstep: Class 10 contains 43916 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30120 members 
Mstep: Class 13 contains 21812 members 
Mstep: Class 14 contains 34472 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10791 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30404 members 
Mstep: Class 19 contains 25878 members 
Mstep: Class 20 contains 20503 members 
Mstep: Class 21 contains 36941 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 41281 members 
Mstep: Class 24 contains 23005 members 
Mstep: Class 25 contains 30538 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 32000 members 
Mstep: Class 28 contains 21963 members 
Mstep: Class 29 contains 28332 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 26475 members 
Mstep: Class 33 contains 23038 members 
Mstep: Class 34 contains 24758 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 24111 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21814 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30243 members 
Mstep: Class 41 contains 25431 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17041 members 
Mstep: Class 44 contains 29039 members 
Mstep: Class 45 contains 30629 members 
Mstep: Class 46 contains 21022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445920.000000 Penalty: 156710.000000
Iteration 240F: 47 clusters Score -1.774459e+08 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 31427 members 
Mstep: Class 4 contains 27232 members 
Mstep: Class 5 contains 28601 members 
Mstep: Class 6 contains 4203 members 
Mstep: Class 7 contains 25694 members 
Mstep: Class 8 contains 24404 members 
Mstep: Class 9 contains 33739 members 
Mstep: Class 10 contains 43905 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 34534 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10767 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30408 members 
Mstep: Class 19 contains 25930 members 
Mstep: Class 20 contains 20563 members 
Mstep: Class 21 contains 36979 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 41165 members 
Mstep: Class 24 contains 23066 members 
Mstep: Class 25 contains 30600 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 32024 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 28331 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1979 members 
Mstep: Class 32 contains 26421 members 
Mstep: Class 33 contains 22934 members 
Mstep: Class 34 contains 24770 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 24154 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21819 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30279 members 
Mstep: Class 41 contains 25438 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17081 members 
Mstep: Class 44 contains 29079 members 
Mstep: Class 45 contains 30624 members 
Mstep: Class 46 contains 20975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445456.000000 Penalty: 156710.000000
Iteration 241Q: 47 clusters Score -1.774455e+08 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 31322 members 
Mstep: Class 4 contains 27189 members 
Mstep: Class 5 contains 28608 members 
Mstep: Class 6 contains 4206 members 
Mstep: Class 7 contains 25604 members 
Mstep: Class 8 contains 24413 members 
Mstep: Class 9 contains 33779 members 
Mstep: Class 10 contains 43885 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30075 members 
Mstep: Class 13 contains 21790 members 
Mstep: Class 14 contains 34598 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10758 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 30397 members 
Mstep: Class 19 contains 25957 members 
Mstep: Class 20 contains 20638 members 
Mstep: Class 21 contains 37018 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 41039 members 
Mstep: Class 24 contains 23123 members 
Mstep: Class 25 contains 30647 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 32041 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 28327 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 26388 members 
Mstep: Class 33 contains 22841 members 
Mstep: Class 34 contains 24805 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 24207 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21829 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30312 members 
Mstep: Class 41 contains 25437 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17124 members 
Mstep: Class 44 contains 29134 members 
Mstep: Class 45 contains 30627 members 
Mstep: Class 46 contains 20922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446112.000000 Penalty: 156710.000000
Iteration 242Q: 47 clusters Score -1.774461e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 31218 members 
Mstep: Class 4 contains 27172 members 
Mstep: Class 5 contains 28619 members 
Mstep: Class 6 contains 4205 members 
Mstep: Class 7 contains 25482 members 
Mstep: Class 8 contains 24425 members 
Mstep: Class 9 contains 33809 members 
Mstep: Class 10 contains 43848 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30065 members 
Mstep: Class 13 contains 21779 members 
Mstep: Class 14 contains 34664 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10741 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 30379 members 
Mstep: Class 19 contains 26007 members 
Mstep: Class 20 contains 20699 members 
Mstep: Class 21 contains 37082 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 40927 members 
Mstep: Class 24 contains 23195 members 
Mstep: Class 25 contains 30704 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 32061 members 
Mstep: Class 28 contains 22041 members 
Mstep: Class 29 contains 28334 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1976 members 
Mstep: Class 32 contains 26362 members 
Mstep: Class 33 contains 22746 members 
Mstep: Class 34 contains 24823 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 24269 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21829 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30284 members 
Mstep: Class 41 contains 25440 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17168 members 
Mstep: Class 44 contains 29202 members 
Mstep: Class 45 contains 30626 members 
Mstep: Class 46 contains 20852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446608.000000 Penalty: 156710.000000
Iteration 243Q: 47 clusters Score -1.774466e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 31127 members 
Mstep: Class 4 contains 27147 members 
Mstep: Class 5 contains 28644 members 
Mstep: Class 6 contains 4203 members 
Mstep: Class 7 contains 25348 members 
Mstep: Class 8 contains 24408 members 
Mstep: Class 9 contains 33844 members 
Mstep: Class 10 contains 43833 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30054 members 
Mstep: Class 13 contains 21753 members 
Mstep: Class 14 contains 34725 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10727 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 30345 members 
Mstep: Class 19 contains 26029 members 
Mstep: Class 20 contains 20745 members 
Mstep: Class 21 contains 37152 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 40818 members 
Mstep: Class 24 contains 23279 members 
Mstep: Class 25 contains 30771 members 
Mstep: Class 26 contains 208 members 
Mstep: Class 27 contains 32055 members 
Mstep: Class 28 contains 22082 members 
Mstep: Class 29 contains 28360 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 26339 members 
Mstep: Class 33 contains 22647 members 
Mstep: Class 34 contains 24845 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 24337 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21843 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30234 members 
Mstep: Class 41 contains 25435 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17222 members 
Mstep: Class 44 contains 29278 members 
Mstep: Class 45 contains 30629 members 
Mstep: Class 46 contains 20768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446848.000000 Penalty: 156710.000000
Iteration 244Q: 47 clusters Score -1.774468e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 31079 members 
Mstep: Class 4 contains 27114 members 
Mstep: Class 5 contains 28698 members 
Mstep: Class 6 contains 4208 members 
Mstep: Class 7 contains 25242 members 
Mstep: Class 8 contains 24421 members 
Mstep: Class 9 contains 33880 members 
Mstep: Class 10 contains 43796 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30038 members 
Mstep: Class 13 contains 21705 members 
Mstep: Class 14 contains 34804 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10710 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 30324 members 
Mstep: Class 19 contains 26051 members 
Mstep: Class 20 contains 20787 members 
Mstep: Class 21 contains 37217 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 40670 members 
Mstep: Class 24 contains 23379 members 
Mstep: Class 25 contains 30827 members 
Mstep: Class 26 contains 207 members 
Mstep: Class 27 contains 32082 members 
Mstep: Class 28 contains 22116 members 
Mstep: Class 29 contains 28369 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 26333 members 
Mstep: Class 33 contains 22492 members 
Mstep: Class 34 contains 24890 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 24427 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21851 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30153 members 
Mstep: Class 41 contains 25445 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17273 members 
Mstep: Class 44 contains 29352 members 
Mstep: Class 45 contains 30602 members 
Mstep: Class 46 contains 20676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446560.000000 Penalty: 156710.000000
Iteration 245Q: 47 clusters Score -1.774466e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 31037 members 
Mstep: Class 4 contains 27049 members 
Mstep: Class 5 contains 28724 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 25154 members 
Mstep: Class 8 contains 24443 members 
Mstep: Class 9 contains 33914 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 34884 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10696 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 30327 members 
Mstep: Class 19 contains 26074 members 
Mstep: Class 20 contains 20833 members 
Mstep: Class 21 contains 37267 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 40550 members 
Mstep: Class 24 contains 23479 members 
Mstep: Class 25 contains 30868 members 
Mstep: Class 26 contains 206 members 
Mstep: Class 27 contains 32080 members 
Mstep: Class 28 contains 22152 members 
Mstep: Class 29 contains 28378 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 26324 members 
Mstep: Class 33 contains 22349 members 
Mstep: Class 34 contains 24926 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 24517 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21860 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 30049 members 
Mstep: Class 41 contains 25489 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17346 members 
Mstep: Class 44 contains 29436 members 
Mstep: Class 45 contains 30619 members 
Mstep: Class 46 contains 20584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447312.000000 Penalty: 156710.000000
Iteration 246Q: 47 clusters Score -1.774473e+08 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 2535 members 
Mstep: Class 3 contains 31027 members 
Mstep: Class 4 contains 27018 members 
Mstep: Class 5 contains 28756 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 25065 members 
Mstep: Class 8 contains 24450 members 
Mstep: Class 9 contains 33947 members 
Mstep: Class 10 contains 43704 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30008 members 
Mstep: Class 13 contains 21567 members 
Mstep: Class 14 contains 34954 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10685 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30328 members 
Mstep: Class 19 contains 26078 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 21 contains 37314 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 40449 members 
Mstep: Class 24 contains 23570 members 
Mstep: Class 25 contains 30887 members 
Mstep: Class 26 contains 204 members 
Mstep: Class 27 contains 32056 members 
Mstep: Class 28 contains 22177 members 
Mstep: Class 29 contains 28364 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 26328 members 
Mstep: Class 33 contains 22239 members 
Mstep: Class 34 contains 24916 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 24584 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21853 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29937 members 
Mstep: Class 41 contains 25521 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17440 members 
Mstep: Class 44 contains 29499 members 
Mstep: Class 45 contains 30663 members 
Mstep: Class 46 contains 20508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447744.000000 Penalty: 156710.000000
Iteration 247Q: 47 clusters Score -1.774477e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 31015 members 
Mstep: Class 4 contains 27059 members 
Mstep: Class 5 contains 28784 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 24984 members 
Mstep: Class 8 contains 24467 members 
Mstep: Class 9 contains 33951 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29975 members 
Mstep: Class 13 contains 21486 members 
Mstep: Class 14 contains 35008 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10666 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30320 members 
Mstep: Class 19 contains 26076 members 
Mstep: Class 20 contains 21005 members 
Mstep: Class 21 contains 37358 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 40336 members 
Mstep: Class 24 contains 23664 members 
Mstep: Class 25 contains 30897 members 
Mstep: Class 26 contains 203 members 
Mstep: Class 27 contains 32051 members 
Mstep: Class 28 contains 22185 members 
Mstep: Class 29 contains 28386 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1969 members 
Mstep: Class 32 contains 26354 members 
Mstep: Class 33 contains 22138 members 
Mstep: Class 34 contains 24902 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 24666 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21819 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29817 members 
Mstep: Class 41 contains 25532 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17538 members 
Mstep: Class 44 contains 29575 members 
Mstep: Class 45 contains 30680 members 
Mstep: Class 46 contains 20414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448272.000000 Penalty: 156710.000000
Iteration 248Q: 47 clusters Score -1.774483e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 31008 members 
Mstep: Class 4 contains 27043 members 
Mstep: Class 5 contains 28796 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 24895 members 
Mstep: Class 8 contains 24479 members 
Mstep: Class 9 contains 33964 members 
Mstep: Class 10 contains 43628 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29967 members 
Mstep: Class 13 contains 21416 members 
Mstep: Class 14 contains 35092 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10647 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30306 members 
Mstep: Class 19 contains 26080 members 
Mstep: Class 20 contains 21104 members 
Mstep: Class 21 contains 37395 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 40202 members 
Mstep: Class 24 contains 23771 members 
Mstep: Class 25 contains 30901 members 
Mstep: Class 26 contains 202 members 
Mstep: Class 27 contains 32025 members 
Mstep: Class 28 contains 22192 members 
Mstep: Class 29 contains 28363 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1968 members 
Mstep: Class 32 contains 26364 members 
Mstep: Class 33 contains 22061 members 
Mstep: Class 34 contains 24880 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 24760 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21820 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29733 members 
Mstep: Class 41 contains 25544 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17632 members 
Mstep: Class 44 contains 29646 members 
Mstep: Class 45 contains 30692 members 
Mstep: Class 46 contains 20298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447840.000000 Penalty: 156710.000000
Iteration 249Q: 47 clusters Score -1.774478e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 3 contains 30975 members 
Mstep: Class 4 contains 27019 members 
Mstep: Class 5 contains 28841 members 
Mstep: Class 6 contains 4208 members 
Mstep: Class 7 contains 24794 members 
Mstep: Class 8 contains 24450 members 
Mstep: Class 9 contains 33998 members 
Mstep: Class 10 contains 43566 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29951 members 
Mstep: Class 13 contains 21368 members 
Mstep: Class 14 contains 35146 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10632 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30293 members 
Mstep: Class 19 contains 26095 members 
Mstep: Class 20 contains 21201 members 
Mstep: Class 21 contains 37433 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 40074 members 
Mstep: Class 24 contains 23915 members 
Mstep: Class 25 contains 30939 members 
Mstep: Class 26 contains 201 members 
Mstep: Class 27 contains 32019 members 
Mstep: Class 28 contains 22208 members 
Mstep: Class 29 contains 28332 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 26377 members 
Mstep: Class 33 contains 21996 members 
Mstep: Class 34 contains 24846 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 24849 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21820 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29628 members 
Mstep: Class 41 contains 25550 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17731 members 
Mstep: Class 44 contains 29707 members 
Mstep: Class 45 contains 30738 members 
Mstep: Class 46 contains 20156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448000.000000 Penalty: 156710.000000
Iteration 250Q: 47 clusters Score -1.77448e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 2461 members 
Mstep: Class 3 contains 30915 members 
Mstep: Class 4 contains 27020 members 
Mstep: Class 5 contains 28847 members 
Mstep: Class 6 contains 4204 members 
Mstep: Class 7 contains 24693 members 
Mstep: Class 8 contains 24405 members 
Mstep: Class 9 contains 34031 members 
Mstep: Class 10 contains 43513 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29943 members 
Mstep: Class 13 contains 21330 members 
Mstep: Class 14 contains 35213 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10621 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30255 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 21284 members 
Mstep: Class 21 contains 37475 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39984 members 
Mstep: Class 24 contains 24024 members 
Mstep: Class 25 contains 30971 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 32005 members 
Mstep: Class 28 contains 22221 members 
Mstep: Class 29 contains 28340 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 26368 members 
Mstep: Class 33 contains 21939 members 
Mstep: Class 34 contains 24831 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 24948 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21816 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29542 members 
Mstep: Class 41 contains 25532 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17860 members 
Mstep: Class 44 contains 29729 members 
Mstep: Class 45 contains 30760 members 
Mstep: Class 46 contains 20034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448096.000000 Penalty: 156710.000000
Iteration 251Q: 47 clusters Score -1.774481e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 30842 members 
Mstep: Class 4 contains 27037 members 
Mstep: Class 5 contains 28839 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 24595 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 34074 members 
Mstep: Class 10 contains 43449 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29952 members 
Mstep: Class 13 contains 21270 members 
Mstep: Class 14 contains 35324 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10616 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30241 members 
Mstep: Class 19 contains 26135 members 
Mstep: Class 20 contains 21376 members 
Mstep: Class 21 contains 37519 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39859 members 
Mstep: Class 24 contains 24112 members 
Mstep: Class 25 contains 30986 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31973 members 
Mstep: Class 28 contains 22239 members 
Mstep: Class 29 contains 28332 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 26340 members 
Mstep: Class 33 contains 21895 members 
Mstep: Class 34 contains 24848 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 25092 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21768 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29504 members 
Mstep: Class 41 contains 25493 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 17975 members 
Mstep: Class 44 contains 29781 members 
Mstep: Class 45 contains 30762 members 
Mstep: Class 46 contains 19937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449104.000000 Penalty: 156710.000000
Iteration 252Q: 47 clusters Score -1.774491e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 2427 members 
Mstep: Class 3 contains 30756 members 
Mstep: Class 4 contains 27051 members 
Mstep: Class 5 contains 28858 members 
Mstep: Class 6 contains 4213 members 
Mstep: Class 7 contains 24508 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 34097 members 
Mstep: Class 10 contains 43353 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 21204 members 
Mstep: Class 14 contains 35383 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10603 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30237 members 
Mstep: Class 19 contains 26150 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 21 contains 37571 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39725 members 
Mstep: Class 24 contains 24212 members 
Mstep: Class 25 contains 30984 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31950 members 
Mstep: Class 28 contains 22258 members 
Mstep: Class 29 contains 28341 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 26313 members 
Mstep: Class 33 contains 21818 members 
Mstep: Class 34 contains 24870 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 25237 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21704 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29543 members 
Mstep: Class 41 contains 25484 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18073 members 
Mstep: Class 44 contains 29830 members 
Mstep: Class 45 contains 30781 members 
Mstep: Class 46 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449056.000000 Penalty: 156710.000000
Iteration 253Q: 47 clusters Score -1.774491e+08 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 30705 members 
Mstep: Class 4 contains 26998 members 
Mstep: Class 5 contains 28853 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 24420 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 34133 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29948 members 
Mstep: Class 13 contains 21180 members 
Mstep: Class 14 contains 35464 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30218 members 
Mstep: Class 19 contains 26177 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 21 contains 37626 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39542 members 
Mstep: Class 24 contains 24350 members 
Mstep: Class 25 contains 30997 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31943 members 
Mstep: Class 28 contains 22249 members 
Mstep: Class 29 contains 28354 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 26317 members 
Mstep: Class 33 contains 21747 members 
Mstep: Class 34 contains 24941 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 25336 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21636 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29546 members 
Mstep: Class 41 contains 25471 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18197 members 
Mstep: Class 44 contains 29875 members 
Mstep: Class 45 contains 30783 members 
Mstep: Class 46 contains 19656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449680.000000 Penalty: 156710.000000
Iteration 254Q: 47 clusters Score -1.774497e+08 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 2408 members 
Mstep: Class 3 contains 30686 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 4219 members 
Mstep: Class 7 contains 24335 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 34161 members 
Mstep: Class 10 contains 43142 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29944 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 35531 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10566 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30216 members 
Mstep: Class 19 contains 26206 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 37703 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39345 members 
Mstep: Class 24 contains 24473 members 
Mstep: Class 25 contains 31013 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31967 members 
Mstep: Class 28 contains 22238 members 
Mstep: Class 29 contains 28368 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 26315 members 
Mstep: Class 33 contains 21647 members 
Mstep: Class 34 contains 25002 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25394 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21569 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29548 members 
Mstep: Class 41 contains 25497 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18316 members 
Mstep: Class 44 contains 29917 members 
Mstep: Class 45 contains 30785 members 
Mstep: Class 46 contains 19535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449296.000000 Penalty: 156710.000000
Iteration 255Q: 47 clusters Score -1.774493e+08 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 30697 members 
Mstep: Class 4 contains 26953 members 
Mstep: Class 5 contains 28873 members 
Mstep: Class 6 contains 4215 members 
Mstep: Class 7 contains 24279 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 34181 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29941 members 
Mstep: Class 13 contains 21089 members 
Mstep: Class 14 contains 35573 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10548 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30221 members 
Mstep: Class 19 contains 26197 members 
Mstep: Class 20 contains 21593 members 
Mstep: Class 21 contains 37792 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 39150 members 
Mstep: Class 24 contains 24546 members 
Mstep: Class 25 contains 31048 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31961 members 
Mstep: Class 28 contains 22250 members 
Mstep: Class 29 contains 28377 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 26301 members 
Mstep: Class 33 contains 21556 members 
Mstep: Class 34 contains 25026 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25464 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21476 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29513 members 
Mstep: Class 41 contains 25537 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18444 members 
Mstep: Class 44 contains 29948 members 
Mstep: Class 45 contains 30794 members 
Mstep: Class 46 contains 19412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448912.000000 Penalty: 156710.000000
Iteration 256Q: 47 clusters Score -1.774489e+08 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 2379 members 
Mstep: Class 3 contains 30703 members 
Mstep: Class 4 contains 26957 members 
Mstep: Class 5 contains 28888 members 
Mstep: Class 6 contains 4218 members 
Mstep: Class 7 contains 24228 members 
Mstep: Class 8 contains 24169 members 
Mstep: Class 9 contains 34204 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29940 members 
Mstep: Class 13 contains 21061 members 
Mstep: Class 14 contains 35637 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10535 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30222 members 
Mstep: Class 19 contains 26164 members 
Mstep: Class 20 contains 21687 members 
Mstep: Class 21 contains 37860 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38969 members 
Mstep: Class 24 contains 24676 members 
Mstep: Class 25 contains 31059 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31963 members 
Mstep: Class 28 contains 22241 members 
Mstep: Class 29 contains 28372 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 26262 members 
Mstep: Class 33 contains 21486 members 
Mstep: Class 34 contains 25020 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 25496 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21369 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29469 members 
Mstep: Class 41 contains 25592 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18581 members 
Mstep: Class 44 contains 29970 members 
Mstep: Class 45 contains 30867 members 
Mstep: Class 46 contains 19262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449024.000000 Penalty: 156710.000000
Iteration 257Q: 47 clusters Score -1.77449e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 30651 members 
Mstep: Class 4 contains 26966 members 
Mstep: Class 5 contains 28893 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 24195 members 
Mstep: Class 8 contains 24166 members 
Mstep: Class 9 contains 34226 members 
Mstep: Class 10 contains 42808 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29930 members 
Mstep: Class 13 contains 21022 members 
Mstep: Class 14 contains 35702 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10525 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 30213 members 
Mstep: Class 19 contains 26161 members 
Mstep: Class 20 contains 21784 members 
Mstep: Class 21 contains 37937 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38800 members 
Mstep: Class 24 contains 24756 members 
Mstep: Class 25 contains 31069 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31967 members 
Mstep: Class 28 contains 22206 members 
Mstep: Class 29 contains 28383 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 26236 members 
Mstep: Class 33 contains 21448 members 
Mstep: Class 34 contains 25034 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 25559 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21283 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29429 members 
Mstep: Class 41 contains 25594 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18728 members 
Mstep: Class 44 contains 29999 members 
Mstep: Class 45 contains 30888 members 
Mstep: Class 46 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448912.000000 Penalty: 156710.000000
Iteration 258Q: 47 clusters Score -1.774489e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 2351 members 
Mstep: Class 3 contains 30605 members 
Mstep: Class 4 contains 26939 members 
Mstep: Class 5 contains 28890 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 24151 members 
Mstep: Class 8 contains 24141 members 
Mstep: Class 9 contains 34251 members 
Mstep: Class 10 contains 42714 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29936 members 
Mstep: Class 13 contains 20998 members 
Mstep: Class 14 contains 35771 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10512 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30191 members 
Mstep: Class 19 contains 26177 members 
Mstep: Class 20 contains 21871 members 
Mstep: Class 21 contains 38014 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38635 members 
Mstep: Class 24 contains 24814 members 
Mstep: Class 25 contains 31102 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31963 members 
Mstep: Class 28 contains 22181 members 
Mstep: Class 29 contains 28392 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 26196 members 
Mstep: Class 33 contains 21378 members 
Mstep: Class 34 contains 25060 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 25594 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21208 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29408 members 
Mstep: Class 41 contains 25623 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 18861 members 
Mstep: Class 44 contains 30029 members 
Mstep: Class 45 contains 30913 members 
Mstep: Class 46 contains 19037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449152.000000 Penalty: 156710.000000
Iteration 259Q: 47 clusters Score -1.774492e+08 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 30579 members 
Mstep: Class 4 contains 26919 members 
Mstep: Class 5 contains 28884 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 24113 members 
Mstep: Class 8 contains 24110 members 
Mstep: Class 9 contains 34287 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29936 members 
Mstep: Class 13 contains 20962 members 
Mstep: Class 14 contains 35838 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10495 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30185 members 
Mstep: Class 19 contains 26195 members 
Mstep: Class 20 contains 21962 members 
Mstep: Class 21 contains 38081 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38480 members 
Mstep: Class 24 contains 24812 members 
Mstep: Class 25 contains 31138 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 31953 members 
Mstep: Class 28 contains 22190 members 
Mstep: Class 29 contains 28417 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 26196 members 
Mstep: Class 33 contains 21315 members 
Mstep: Class 34 contains 25109 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 25617 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21103 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29363 members 
Mstep: Class 41 contains 25632 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19008 members 
Mstep: Class 44 contains 30039 members 
Mstep: Class 45 contains 30931 members 
Mstep: Class 46 contains 18978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448960.000000 Penalty: 156710.000000
Iteration 260F: 47 clusters Score -1.77449e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 2316 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 4 contains 26884 members 
Mstep: Class 5 contains 28908 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 24075 members 
Mstep: Class 8 contains 24062 members 
Mstep: Class 9 contains 34311 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29928 members 
Mstep: Class 13 contains 20911 members 
Mstep: Class 14 contains 35917 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10476 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30169 members 
Mstep: Class 19 contains 26231 members 
Mstep: Class 20 contains 22051 members 
Mstep: Class 21 contains 38184 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38314 members 
Mstep: Class 24 contains 24814 members 
Mstep: Class 25 contains 31170 members 
Mstep: Class 26 contains 199 members 
Mstep: Class 27 contains 31957 members 
Mstep: Class 28 contains 22184 members 
Mstep: Class 29 contains 28423 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 26184 members 
Mstep: Class 33 contains 21280 members 
Mstep: Class 34 contains 25143 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 25646 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21012 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29345 members 
Mstep: Class 41 contains 25646 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19155 members 
Mstep: Class 44 contains 30038 members 
Mstep: Class 45 contains 30980 members 
Mstep: Class 46 contains 18945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448944.000000 Penalty: 156710.000000
Iteration 261Q: 47 clusters Score -1.774489e+08 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 2300 members 
Mstep: Class 3 contains 30479 members 
Mstep: Class 4 contains 26819 members 
Mstep: Class 5 contains 28924 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 24039 members 
Mstep: Class 8 contains 24044 members 
Mstep: Class 9 contains 34311 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29933 members 
Mstep: Class 13 contains 20889 members 
Mstep: Class 14 contains 36008 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10463 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30163 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 22133 members 
Mstep: Class 21 contains 38285 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 38154 members 
Mstep: Class 24 contains 24844 members 
Mstep: Class 25 contains 31202 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 31944 members 
Mstep: Class 28 contains 22184 members 
Mstep: Class 29 contains 28413 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 26173 members 
Mstep: Class 33 contains 21243 members 
Mstep: Class 34 contains 25180 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 25673 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20929 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29289 members 
Mstep: Class 41 contains 25687 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19270 members 
Mstep: Class 44 contains 30033 members 
Mstep: Class 45 contains 31003 members 
Mstep: Class 46 contains 18899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449056.000000 Penalty: 156710.000000
Iteration 262Q: 47 clusters Score -1.774491e+08 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 30423 members 
Mstep: Class 4 contains 26792 members 
Mstep: Class 5 contains 28919 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 24012 members 
Mstep: Class 8 contains 24081 members 
Mstep: Class 9 contains 34322 members 
Mstep: Class 10 contains 42246 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29957 members 
Mstep: Class 13 contains 20847 members 
Mstep: Class 14 contains 36096 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30161 members 
Mstep: Class 19 contains 26272 members 
Mstep: Class 20 contains 22203 members 
Mstep: Class 21 contains 38399 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37953 members 
Mstep: Class 24 contains 24839 members 
Mstep: Class 25 contains 31240 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 31958 members 
Mstep: Class 28 contains 22187 members 
Mstep: Class 29 contains 28411 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 26159 members 
Mstep: Class 33 contains 21196 members 
Mstep: Class 34 contains 25153 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 25695 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20848 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29258 members 
Mstep: Class 41 contains 25778 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19334 members 
Mstep: Class 44 contains 30019 members 
Mstep: Class 45 contains 31012 members 
Mstep: Class 46 contains 18882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448688.000000 Penalty: 156710.000000
Iteration 263Q: 47 clusters Score -1.774487e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 2270 members 
Mstep: Class 3 contains 30332 members 
Mstep: Class 4 contains 26751 members 
Mstep: Class 5 contains 28910 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 23937 members 
Mstep: Class 8 contains 24130 members 
Mstep: Class 9 contains 34344 members 
Mstep: Class 10 contains 42147 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29962 members 
Mstep: Class 13 contains 20798 members 
Mstep: Class 14 contains 36187 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30160 members 
Mstep: Class 19 contains 26295 members 
Mstep: Class 20 contains 22304 members 
Mstep: Class 21 contains 38493 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37770 members 
Mstep: Class 24 contains 24804 members 
Mstep: Class 25 contains 31262 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 31983 members 
Mstep: Class 28 contains 22209 members 
Mstep: Class 29 contains 28431 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 26143 members 
Mstep: Class 33 contains 21113 members 
Mstep: Class 34 contains 25148 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 25741 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20783 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29271 members 
Mstep: Class 41 contains 25828 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19391 members 
Mstep: Class 44 contains 30009 members 
Mstep: Class 45 contains 31016 members 
Mstep: Class 46 contains 18884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448816.000000 Penalty: 156710.000000
Iteration 264Q: 47 clusters Score -1.774488e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 2255 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 26689 members 
Mstep: Class 5 contains 28913 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 23877 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 34365 members 
Mstep: Class 10 contains 42054 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29977 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 36255 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30161 members 
Mstep: Class 19 contains 26284 members 
Mstep: Class 20 contains 22392 members 
Mstep: Class 21 contains 38570 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37607 members 
Mstep: Class 24 contains 24806 members 
Mstep: Class 25 contains 31281 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 32004 members 
Mstep: Class 28 contains 22244 members 
Mstep: Class 29 contains 28440 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 26164 members 
Mstep: Class 33 contains 21001 members 
Mstep: Class 34 contains 25080 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 25784 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20714 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29285 members 
Mstep: Class 41 contains 25917 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19432 members 
Mstep: Class 44 contains 29991 members 
Mstep: Class 45 contains 31032 members 
Mstep: Class 46 contains 18881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448704.000000 Penalty: 156710.000000
Iteration 265Q: 47 clusters Score -1.774487e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 30258 members 
Mstep: Class 4 contains 26702 members 
Mstep: Class 5 contains 28900 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 23798 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 10 contains 42009 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29997 members 
Mstep: Class 13 contains 20733 members 
Mstep: Class 14 contains 36382 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10425 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30136 members 
Mstep: Class 19 contains 26284 members 
Mstep: Class 20 contains 22497 members 
Mstep: Class 21 contains 38656 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37403 members 
Mstep: Class 24 contains 24814 members 
Mstep: Class 25 contains 31313 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 31994 members 
Mstep: Class 28 contains 22260 members 
Mstep: Class 29 contains 28431 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 26204 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 24995 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 25804 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20660 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29225 members 
Mstep: Class 41 contains 25936 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19480 members 
Mstep: Class 44 contains 29983 members 
Mstep: Class 45 contains 31037 members 
Mstep: Class 46 contains 18922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448672.000000 Penalty: 156710.000000
Iteration 266Q: 47 clusters Score -1.774487e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 30257 members 
Mstep: Class 4 contains 26724 members 
Mstep: Class 5 contains 28893 members 
Mstep: Class 6 contains 4233 members 
Mstep: Class 7 contains 23755 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 34398 members 
Mstep: Class 10 contains 41958 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30011 members 
Mstep: Class 13 contains 20697 members 
Mstep: Class 14 contains 36534 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10416 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30128 members 
Mstep: Class 19 contains 26277 members 
Mstep: Class 20 contains 22630 members 
Mstep: Class 21 contains 38748 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 37134 members 
Mstep: Class 24 contains 24828 members 
Mstep: Class 25 contains 31333 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31978 members 
Mstep: Class 28 contains 22255 members 
Mstep: Class 29 contains 28410 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 26235 members 
Mstep: Class 33 contains 20878 members 
Mstep: Class 34 contains 24910 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 25843 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20621 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29205 members 
Mstep: Class 41 contains 25924 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19537 members 
Mstep: Class 44 contains 29984 members 
Mstep: Class 45 contains 31016 members 
Mstep: Class 46 contains 18937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448752.000000 Penalty: 156710.000000
Iteration 267Q: 47 clusters Score -1.774488e+08 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 30257 members 
Mstep: Class 4 contains 26732 members 
Mstep: Class 5 contains 28885 members 
Mstep: Class 6 contains 4237 members 
Mstep: Class 7 contains 23706 members 
Mstep: Class 8 contains 24272 members 
Mstep: Class 9 contains 34410 members 
Mstep: Class 10 contains 41937 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30031 members 
Mstep: Class 13 contains 20661 members 
Mstep: Class 14 contains 36670 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10402 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30117 members 
Mstep: Class 19 contains 26268 members 
Mstep: Class 20 contains 22742 members 
Mstep: Class 21 contains 38854 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 36873 members 
Mstep: Class 24 contains 24864 members 
Mstep: Class 25 contains 31379 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31927 members 
Mstep: Class 28 contains 22258 members 
Mstep: Class 29 contains 28426 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 26263 members 
Mstep: Class 33 contains 20830 members 
Mstep: Class 34 contains 24846 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 25883 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20634 members 
Mstep: Class 39 contains 482 members 
Mstep: Class 40 contains 29154 members 
Mstep: Class 41 contains 25861 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19576 members 
Mstep: Class 44 contains 29962 members 
Mstep: Class 45 contains 30987 members 
Mstep: Class 46 contains 18946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449088.000000 Penalty: 156710.000000
Iteration 268Q: 47 clusters Score -1.774491e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 30236 members 
Mstep: Class 4 contains 26797 members 
Mstep: Class 5 contains 28869 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 23647 members 
Mstep: Class 8 contains 24297 members 
Mstep: Class 9 contains 34440 members 
Mstep: Class 10 contains 41899 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30056 members 
Mstep: Class 13 contains 20629 members 
Mstep: Class 14 contains 36802 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10382 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30105 members 
Mstep: Class 19 contains 26268 members 
Mstep: Class 20 contains 22835 members 
Mstep: Class 21 contains 38950 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 36607 members 
Mstep: Class 24 contains 24906 members 
Mstep: Class 25 contains 31441 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31901 members 
Mstep: Class 28 contains 22215 members 
Mstep: Class 29 contains 28432 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1956 members 
Mstep: Class 32 contains 26271 members 
Mstep: Class 33 contains 20805 members 
Mstep: Class 34 contains 24789 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 25867 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20643 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29135 members 
Mstep: Class 41 contains 25741 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19619 members 
Mstep: Class 44 contains 29945 members 
Mstep: Class 45 contains 30969 members 
Mstep: Class 46 contains 18990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448976.000000 Penalty: 156710.000000
Iteration 269Q: 47 clusters Score -1.77449e+08 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 30223 members 
Mstep: Class 4 contains 26843 members 
Mstep: Class 5 contains 28846 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 23604 members 
Mstep: Class 8 contains 24325 members 
Mstep: Class 9 contains 34447 members 
Mstep: Class 10 contains 41828 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30065 members 
Mstep: Class 13 contains 20615 members 
Mstep: Class 14 contains 36934 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10371 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30104 members 
Mstep: Class 19 contains 26268 members 
Mstep: Class 20 contains 22873 members 
Mstep: Class 21 contains 39050 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 36364 members 
Mstep: Class 24 contains 24972 members 
Mstep: Class 25 contains 31489 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31927 members 
Mstep: Class 28 contains 22156 members 
Mstep: Class 29 contains 28419 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1955 members 
Mstep: Class 32 contains 26279 members 
Mstep: Class 33 contains 20787 members 
Mstep: Class 34 contains 24779 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25856 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20651 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29114 members 
Mstep: Class 41 contains 25654 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19654 members 
Mstep: Class 44 contains 29934 members 
Mstep: Class 45 contains 30949 members 
Mstep: Class 46 contains 19002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449088.000000 Penalty: 156710.000000
Iteration 270Q: 47 clusters Score -1.774491e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 30202 members 
Mstep: Class 4 contains 26843 members 
Mstep: Class 5 contains 28821 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 23580 members 
Mstep: Class 8 contains 24350 members 
Mstep: Class 9 contains 34438 members 
Mstep: Class 10 contains 41755 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30079 members 
Mstep: Class 13 contains 20556 members 
Mstep: Class 14 contains 37076 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10361 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30113 members 
Mstep: Class 19 contains 26281 members 
Mstep: Class 20 contains 22894 members 
Mstep: Class 21 contains 39142 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 36142 members 
Mstep: Class 24 contains 25006 members 
Mstep: Class 25 contains 31549 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31969 members 
Mstep: Class 28 contains 22138 members 
Mstep: Class 29 contains 28408 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1953 members 
Mstep: Class 32 contains 26267 members 
Mstep: Class 33 contains 20782 members 
Mstep: Class 34 contains 24828 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25847 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20679 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29103 members 
Mstep: Class 41 contains 25576 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19703 members 
Mstep: Class 44 contains 29911 members 
Mstep: Class 45 contains 30904 members 
Mstep: Class 46 contains 19014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448848.000000 Penalty: 156710.000000
Iteration 271Q: 47 clusters Score -1.774488e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 30188 members 
Mstep: Class 4 contains 26822 members 
Mstep: Class 5 contains 28816 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 23551 members 
Mstep: Class 8 contains 24413 members 
Mstep: Class 9 contains 34441 members 
Mstep: Class 10 contains 41687 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30082 members 
Mstep: Class 13 contains 20490 members 
Mstep: Class 14 contains 37186 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30137 members 
Mstep: Class 19 contains 26300 members 
Mstep: Class 20 contains 22908 members 
Mstep: Class 21 contains 39246 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 35932 members 
Mstep: Class 24 contains 25055 members 
Mstep: Class 25 contains 31589 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31984 members 
Mstep: Class 28 contains 22115 members 
Mstep: Class 29 contains 28403 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1947 members 
Mstep: Class 32 contains 26250 members 
Mstep: Class 33 contains 20750 members 
Mstep: Class 34 contains 24895 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25874 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20689 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29076 members 
Mstep: Class 41 contains 25526 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19726 members 
Mstep: Class 44 contains 29888 members 
Mstep: Class 45 contains 30888 members 
Mstep: Class 46 contains 19000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448592.000000 Penalty: 156710.000000
Iteration 272Q: 47 clusters Score -1.774486e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 30168 members 
Mstep: Class 4 contains 26780 members 
Mstep: Class 5 contains 28809 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 23516 members 
Mstep: Class 8 contains 24481 members 
Mstep: Class 9 contains 34437 members 
Mstep: Class 10 contains 41646 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 20441 members 
Mstep: Class 14 contains 37326 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10340 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30152 members 
Mstep: Class 19 contains 26305 members 
Mstep: Class 20 contains 22911 members 
Mstep: Class 21 contains 39353 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 35734 members 
Mstep: Class 24 contains 25109 members 
Mstep: Class 25 contains 31643 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 31995 members 
Mstep: Class 28 contains 22086 members 
Mstep: Class 29 contains 28416 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1945 members 
Mstep: Class 32 contains 26245 members 
Mstep: Class 33 contains 20692 members 
Mstep: Class 34 contains 24943 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25886 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20706 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29041 members 
Mstep: Class 41 contains 25523 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19758 members 
Mstep: Class 44 contains 29806 members 
Mstep: Class 45 contains 30922 members 
Mstep: Class 46 contains 18979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449152.000000 Penalty: 156710.000000
Iteration 273Q: 47 clusters Score -1.774492e+08 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 2153 members 
Mstep: Class 3 contains 30148 members 
Mstep: Class 4 contains 26734 members 
Mstep: Class 5 contains 28775 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 23473 members 
Mstep: Class 8 contains 24546 members 
Mstep: Class 9 contains 34446 members 
Mstep: Class 10 contains 41586 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30093 members 
Mstep: Class 13 contains 20406 members 
Mstep: Class 14 contains 37483 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30158 members 
Mstep: Class 19 contains 26304 members 
Mstep: Class 20 contains 22909 members 
Mstep: Class 21 contains 39464 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 35521 members 
Mstep: Class 24 contains 25122 members 
Mstep: Class 25 contains 31663 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32004 members 
Mstep: Class 28 contains 22087 members 
Mstep: Class 29 contains 28425 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1943 members 
Mstep: Class 32 contains 26240 members 
Mstep: Class 33 contains 20643 members 
Mstep: Class 34 contains 25003 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 25897 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20707 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29016 members 
Mstep: Class 41 contains 25524 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19785 members 
Mstep: Class 44 contains 29764 members 
Mstep: Class 45 contains 30974 members 
Mstep: Class 46 contains 18974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449136.000000 Penalty: 156710.000000
Iteration 274Q: 47 clusters Score -1.774491e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 2143 members 
Mstep: Class 3 contains 30144 members 
Mstep: Class 4 contains 26694 members 
Mstep: Class 5 contains 28764 members 
Mstep: Class 6 contains 4230 members 
Mstep: Class 7 contains 23429 members 
Mstep: Class 8 contains 24603 members 
Mstep: Class 9 contains 34451 members 
Mstep: Class 10 contains 41519 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 20349 members 
Mstep: Class 14 contains 37659 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10314 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30161 members 
Mstep: Class 19 contains 26322 members 
Mstep: Class 20 contains 22914 members 
Mstep: Class 21 contains 39556 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 35306 members 
Mstep: Class 24 contains 25115 members 
Mstep: Class 25 contains 31686 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32048 members 
Mstep: Class 28 contains 22078 members 
Mstep: Class 29 contains 28457 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1942 members 
Mstep: Class 32 contains 26235 members 
Mstep: Class 33 contains 20601 members 
Mstep: Class 34 contains 25059 members 
Mstep: Class 35 contains 2350 members 
Mstep: Class 36 contains 25924 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20711 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28994 members 
Mstep: Class 41 contains 25529 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19816 members 
Mstep: Class 44 contains 29715 members 
Mstep: Class 45 contains 30965 members 
Mstep: Class 46 contains 18964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448880.000000 Penalty: 156710.000000
Iteration 275Q: 47 clusters Score -1.774489e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 2132 members 
Mstep: Class 3 contains 30094 members 
Mstep: Class 4 contains 26668 members 
Mstep: Class 5 contains 28761 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 23376 members 
Mstep: Class 8 contains 24678 members 
Mstep: Class 9 contains 34442 members 
Mstep: Class 10 contains 41448 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30091 members 
Mstep: Class 13 contains 20298 members 
Mstep: Class 14 contains 37829 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10306 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30137 members 
Mstep: Class 19 contains 26354 members 
Mstep: Class 20 contains 22921 members 
Mstep: Class 21 contains 39668 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 35110 members 
Mstep: Class 24 contains 25122 members 
Mstep: Class 25 contains 31756 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32065 members 
Mstep: Class 28 contains 22083 members 
Mstep: Class 29 contains 28470 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 26253 members 
Mstep: Class 33 contains 20574 members 
Mstep: Class 34 contains 25069 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 25954 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20695 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28970 members 
Mstep: Class 41 contains 25561 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19837 members 
Mstep: Class 44 contains 29674 members 
Mstep: Class 45 contains 30942 members 
Mstep: Class 46 contains 18930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449264.000000 Penalty: 156710.000000
Iteration 276Q: 47 clusters Score -1.774493e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 3 contains 30044 members 
Mstep: Class 4 contains 26652 members 
Mstep: Class 5 contains 28740 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 23331 members 
Mstep: Class 8 contains 24752 members 
Mstep: Class 9 contains 34461 members 
Mstep: Class 10 contains 41340 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30098 members 
Mstep: Class 13 contains 20243 members 
Mstep: Class 14 contains 38004 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30114 members 
Mstep: Class 19 contains 26365 members 
Mstep: Class 20 contains 22929 members 
Mstep: Class 21 contains 39804 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 34863 members 
Mstep: Class 24 contains 25094 members 
Mstep: Class 25 contains 31813 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32073 members 
Mstep: Class 28 contains 22072 members 
Mstep: Class 29 contains 28481 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1932 members 
Mstep: Class 32 contains 26241 members 
Mstep: Class 33 contains 20566 members 
Mstep: Class 34 contains 25074 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 25990 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20694 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28972 members 
Mstep: Class 41 contains 25591 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19872 members 
Mstep: Class 44 contains 29637 members 
Mstep: Class 45 contains 30953 members 
Mstep: Class 46 contains 18898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449312.000000 Penalty: 156710.000000
Iteration 277Q: 47 clusters Score -1.774493e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 30021 members 
Mstep: Class 4 contains 26622 members 
Mstep: Class 5 contains 28711 members 
Mstep: Class 6 contains 4221 members 
Mstep: Class 7 contains 23280 members 
Mstep: Class 8 contains 24828 members 
Mstep: Class 9 contains 34484 members 
Mstep: Class 10 contains 41229 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30103 members 
Mstep: Class 13 contains 20208 members 
Mstep: Class 14 contains 38171 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10292 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30113 members 
Mstep: Class 19 contains 26389 members 
Mstep: Class 20 contains 22948 members 
Mstep: Class 21 contains 39923 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 34604 members 
Mstep: Class 24 contains 25063 members 
Mstep: Class 25 contains 31876 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32084 members 
Mstep: Class 28 contains 22050 members 
Mstep: Class 29 contains 28472 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1930 members 
Mstep: Class 32 contains 26244 members 
Mstep: Class 33 contains 20568 members 
Mstep: Class 34 contains 25083 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 26011 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28958 members 
Mstep: Class 41 contains 25627 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19881 members 
Mstep: Class 44 contains 29605 members 
Mstep: Class 45 contains 30943 members 
Mstep: Class 46 contains 18888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449776.000000 Penalty: 156710.000000
Iteration 278Q: 47 clusters Score -1.774498e+08 nChanged 3612
Entering ConstructFrom: 
Score: -177449776.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (34127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Entering Unmasked Estep 
Score: -6573582.500000 Penalty: 2588.585449
	Iteration 0F: 2 clusters Score -6573582 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 17112 members 
Entering Unmasked Estep 
Score: -6551536.500000 Penalty: 5177.170898
	Iteration 0F: 3 clusters Score -6551536 nChanged 15492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -6559925.000000 Penalty: 5177.170898
	Iteration 1F: 3 clusters Score -6559925 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6560316.500000 Penalty: 5177.170898
	Iteration 2Q: 3 clusters Score -6560316 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6560710.500000 Penalty: 5177.170898
	Iteration 3Q: 3 clusters Score -6560710 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -6561043.000000 Penalty: 5177.170898
	Iteration 4Q: 3 clusters Score -6561043 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -6561461.500000 Penalty: 5177.170898
	Iteration 5Q: 3 clusters Score -6561462 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -6561971.000000 Penalty: 5177.170898
	Iteration 6Q: 3 clusters Score -6561971 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6562664.000000 Penalty: 5177.170898
	Iteration 7Q: 3 clusters Score -6562664 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -6563541.000000 Penalty: 5177.170898
	Iteration 8Q: 3 clusters Score -6563541 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6564625.000000 Penalty: 5177.170898
	Iteration 9F: 3 clusters Score -6564625 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -6565885.000000 Penalty: 5177.170898
	Iteration 10F: 3 clusters Score -6565885 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6567183.500000 Penalty: 5177.170898
	Iteration 11F: 3 clusters Score -6567184 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6568179.500000 Penalty: 5177.170898
	Iteration 12Q: 3 clusters Score -6568180 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6568928.500000 Penalty: 5177.170898
	Iteration 13Q: 3 clusters Score -6568928 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -6569509.500000 Penalty: 5177.170898
	Iteration 14Q: 3 clusters Score -6569510 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -6569974.500000 Penalty: 5177.170898
	Iteration 15Q: 3 clusters Score -6569974 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -6570234.000000 Penalty: 5177.170898
	Iteration 16Q: 3 clusters Score -6570234 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -6570406.500000 Penalty: 5177.170898
	Iteration 17Q: 3 clusters Score -6570406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -6570573.000000 Penalty: 5177.170898
	Iteration 18Q: 3 clusters Score -6570573 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -6570684.000000 Penalty: 5177.170898
	Iteration 19Q: 3 clusters Score -6570684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6570788.000000 Penalty: 5177.170898
	Iteration 20F: 3 clusters Score -6570788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -6570875.000000 Penalty: 5177.170898
	Iteration 21Q: 3 clusters Score -6570875 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -6570911.000000 Penalty: 5177.170898
	Iteration 22Q: 3 clusters Score -6570911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -6570974.500000 Penalty: 5177.170898
	Iteration 23Q: 3 clusters Score -6570974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -6571025.000000 Penalty: 5177.170898
	Iteration 24Q: 3 clusters Score -6571025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -6571065.500000 Penalty: 5177.170898
	Iteration 25Q: 3 clusters Score -6571066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -6571102.000000 Penalty: 5177.170898
	Iteration 26Q: 3 clusters Score -6571102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6571135.500000 Penalty: 5177.170898
	Iteration 27Q: 3 clusters Score -6571136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -6571144.500000 Penalty: 5177.170898
	Iteration 28Q: 3 clusters Score -6571144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -6571158.500000 Penalty: 5177.170898
	Iteration 29Q: 3 clusters Score -6571158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -6571180.000000 Penalty: 5177.170898
	Iteration 30Q: 3 clusters Score -6571180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -6571196.000000 Penalty: 5177.170898
	Iteration 31Q: 3 clusters Score -6571196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -6571196.500000 Penalty: 5177.170898
	Iteration 32Q: 3 clusters Score -6571196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -6571221.000000 Penalty: 5177.170898
	Iteration 33Q: 3 clusters Score -6571221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6571249.500000 Penalty: 5177.170898
	Iteration 34Q: 3 clusters Score -6571250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -6571288.500000 Penalty: 5177.170898
	Iteration 35Q: 3 clusters Score -6571288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -6571311.000000 Penalty: 5177.170898
	Iteration 36Q: 3 clusters Score -6571311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6571327.500000 Penalty: 5177.170898
	Iteration 37Q: 3 clusters Score -6571328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6571328.000000 Penalty: 5177.170898
	Iteration 38Q: 3 clusters Score -6571328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -6571365.500000 Penalty: 5177.170898
	Iteration 39Q: 3 clusters Score -6571366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -6571380.500000 Penalty: 5177.170898
	Iteration 40F: 3 clusters Score -6571380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -6571388.000000 Penalty: 5177.170898
	Iteration 41Q: 3 clusters Score -6571388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -6571390.000000 Penalty: 5177.170898
	Iteration 42Q: 3 clusters Score -6571390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -6571389.500000 Penalty: 5177.170898
	Iteration 43Q: 3 clusters Score -6571390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -6571385.500000 Penalty: 5177.170898
	Iteration 44Q: 3 clusters Score -6571386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -6571389.000000 Penalty: 5177.170898
	Iteration 45Q: 3 clusters Score -6571389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6571387.000000 Penalty: 5177.170898
	Iteration 46Q: 3 clusters Score -6571387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6571392.500000 Penalty: 5177.170898
	Iteration 47Q: 3 clusters Score -6571392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -6571390.500000 Penalty: 5177.170898
	Iteration 48Q: 3 clusters Score -6571390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -6571389.000000 Penalty: 5177.170898
	Iteration 49Q: 3 clusters Score -6571389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -6571394.500000 Penalty: 5177.170898
	Iteration 50Q: 3 clusters Score -6571394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6571394.500000 Penalty: 5177.170898
	Iteration 51Q: 3 clusters Score -6571394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6571399.500000 Penalty: 5177.170898
	Iteration 52Q: 3 clusters Score -6571400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -6571391.500000 Penalty: 5177.170898
	Iteration 53Q: 3 clusters Score -6571392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -6571401.000000 Penalty: 5177.170898
	Iteration 54Q: 3 clusters Score -6571401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -6571399.000000 Penalty: 5177.170898
	Iteration 55Q: 3 clusters Score -6571399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6571412.500000 Penalty: 5177.170898
	Iteration 56Q: 3 clusters Score -6571412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -6571411.500000 Penalty: 5177.170898
	Iteration 57Q: 3 clusters Score -6571412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -6571412.500000 Penalty: 5177.170898
	Iteration 58Q: 3 clusters Score -6571412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -6571417.500000 Penalty: 5177.170898
	Iteration 59Q: 3 clusters Score -6571418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6571422.500000 Penalty: 5177.170898
	Iteration 60F: 3 clusters Score -6571422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6571427.000000 Penalty: 5177.170898
	Iteration 61Q: 3 clusters Score -6571427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -6571418.000000 Penalty: 5177.170898
	Iteration 62Q: 3 clusters Score -6571418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6571418.500000 Penalty: 5177.170898
	Iteration 63Q: 3 clusters Score -6571418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6571418.500000 Penalty: 5177.170898
	Iteration 64F: 3 clusters Score -6571418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -375205.312500 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -375205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -372553.625000 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -372553.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -373146.781250 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -373146.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -373400.656250 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -373400.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -373570.843750 Penalty: 3794.955566
	Iteration 3F: 3 clusters Score -373570.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -373679.031250 Penalty: 3794.955566
	Iteration 4F: 3 clusters Score -373679 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -373767.187500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -373767.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -373847.562500 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -373847.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -373913.875000 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -373913.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -373970.468750 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -373970.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -374022.562500 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -374022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -374068.312500 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -374068.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -374105.250000 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -374105.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374149.062500 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -374149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -374187.625000 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -374187.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -374220.281250 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -374220.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -374238.343750 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -374238.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374246.843750 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -374246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -374251.843750 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -374251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -374259.593750 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -374259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -374271.187500 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -374271.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -374278.906250 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -374278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -374290.687500 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -374290.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -374302.718750 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -374302.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -374317.843750 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -374317.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374332.312500 Penalty: 3794.955566
	Iteration 24Q: 3 clusters Score -374332.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374351.281250 Penalty: 3794.955566
	Iteration 25Q: 3 clusters Score -374351.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -374370.843750 Penalty: 3794.955566
	Iteration 26Q: 3 clusters Score -374370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374390.125000 Penalty: 3794.955566
	Iteration 27Q: 3 clusters Score -374390.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -374401.718750 Penalty: 3794.955566
	Iteration 28Q: 3 clusters Score -374401.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -374414.968750 Penalty: 3794.955566
	Iteration 29Q: 3 clusters Score -374415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374433.156250 Penalty: 3794.955566
	Iteration 30Q: 3 clusters Score -374433.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -374456.500000 Penalty: 3794.955566
	Iteration 31Q: 3 clusters Score -374456.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -374476.468750 Penalty: 3794.955566
	Iteration 32Q: 3 clusters Score -374476.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -374489.218750 Penalty: 3794.955566
	Iteration 33Q: 3 clusters Score -374489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -374504.000000 Penalty: 3794.955566
	Iteration 34Q: 3 clusters Score -374504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -374512.093750 Penalty: 3794.955566
	Iteration 35Q: 3 clusters Score -374512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -374515.906250 Penalty: 3794.955566
	Iteration 36Q: 3 clusters Score -374515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -374520.000000 Penalty: 3794.955566
	Iteration 37Q: 3 clusters Score -374520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -374526.562500 Penalty: 3794.955566
	Iteration 38Q: 3 clusters Score -374526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -374530.906250 Penalty: 3794.955566
	Iteration 39Q: 3 clusters Score -374530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374536.375000 Penalty: 3794.955566
	Iteration 40F: 3 clusters Score -374536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -374539.062500 Penalty: 3794.955566
	Iteration 41Q: 3 clusters Score -374539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -374544.406250 Penalty: 3794.955566
	Iteration 42Q: 3 clusters Score -374544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -374545.906250 Penalty: 3794.955566
	Iteration 43Q: 3 clusters Score -374545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -374546.250000 Penalty: 3794.955566
	Iteration 44Q: 3 clusters Score -374546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -374546.906250 Penalty: 3794.955566
	Iteration 45Q: 3 clusters Score -374546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374548.531250 Penalty: 3794.955566
	Iteration 46Q: 3 clusters Score -374548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374549.718750 Penalty: 3794.955566
	Iteration 47Q: 3 clusters Score -374549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -374551.781250 Penalty: 3794.955566
	Iteration 48Q: 3 clusters Score -374551.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -374552.937500 Penalty: 3794.955566
	Iteration 49Q: 3 clusters Score -374552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374553.625000 Penalty: 3794.955566
	Iteration 50Q: 3 clusters Score -374553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374553.625000 Penalty: 3794.955566
	Iteration 51F: 3 clusters Score -374553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Entering Unmasked Estep 
Score: -5801352.000000 Penalty: 2556.488037
	Iteration 0F: 2 clusters Score -5801352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -5781920.500000 Penalty: 5112.976074
	Iteration 0F: 3 clusters Score -5781920 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -5789292.500000 Penalty: 5112.976074
	Iteration 1F: 3 clusters Score -5789292 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -5789858.000000 Penalty: 5112.976074
	Iteration 2F: 3 clusters Score -5789858 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -5790410.000000 Penalty: 5112.976074
	Iteration 3Q: 3 clusters Score -5790410 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5791046.500000 Penalty: 5112.976074
	Iteration 4Q: 3 clusters Score -5791046 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -5791766.500000 Penalty: 5112.976074
	Iteration 5Q: 3 clusters Score -5791766 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5792592.500000 Penalty: 5112.976074
	Iteration 6Q: 3 clusters Score -5792592 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5793534.000000 Penalty: 5112.976074
	Iteration 7Q: 3 clusters Score -5793534 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5794562.000000 Penalty: 5112.976074
	Iteration 8Q: 3 clusters Score -5794562 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5795439.500000 Penalty: 5112.976074
	Iteration 9Q: 3 clusters Score -5795440 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5796159.000000 Penalty: 5112.976074
	Iteration 10Q: 3 clusters Score -5796159 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5796678.500000 Penalty: 5112.976074
	Iteration 11Q: 3 clusters Score -5796678 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -5796980.000000 Penalty: 5112.976074
	Iteration 12Q: 3 clusters Score -5796980 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5797216.000000 Penalty: 5112.976074
	Iteration 13Q: 3 clusters Score -5797216 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5797421.000000 Penalty: 5112.976074
	Iteration 14Q: 3 clusters Score -5797421 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5797594.000000 Penalty: 5112.976074
	Iteration 15Q: 3 clusters Score -5797594 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -5797752.000000 Penalty: 5112.976074
	Iteration 16Q: 3 clusters Score -5797752 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5797881.500000 Penalty: 5112.976074
	Iteration 17Q: 3 clusters Score -5797882 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -5797947.000000 Penalty: 5112.976074
	Iteration 18Q: 3 clusters Score -5797947 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5798031.500000 Penalty: 5112.976074
	Iteration 19Q: 3 clusters Score -5798032 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5798077.000000 Penalty: 5112.976074
	Iteration 20F: 3 clusters Score -5798077 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5798155.000000 Penalty: 5112.976074
	Iteration 21Q: 3 clusters Score -5798155 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5798215.000000 Penalty: 5112.976074
	Iteration 22Q: 3 clusters Score -5798215 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5798281.500000 Penalty: 5112.976074
	Iteration 23Q: 3 clusters Score -5798282 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5798351.000000 Penalty: 5112.976074
	Iteration 24Q: 3 clusters Score -5798351 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5798407.500000 Penalty: 5112.976074
	Iteration 25Q: 3 clusters Score -5798408 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5798475.500000 Penalty: 5112.976074
	Iteration 26Q: 3 clusters Score -5798476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -5798537.000000 Penalty: 5112.976074
	Iteration 27Q: 3 clusters Score -5798537 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5798582.500000 Penalty: 5112.976074
	Iteration 28Q: 3 clusters Score -5798582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -5798623.500000 Penalty: 5112.976074
	Iteration 29Q: 3 clusters Score -5798624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5798666.000000 Penalty: 5112.976074
	Iteration 30Q: 3 clusters Score -5798666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5798717.000000 Penalty: 5112.976074
	Iteration 31Q: 3 clusters Score -5798717 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5798745.500000 Penalty: 5112.976074
	Iteration 32Q: 3 clusters Score -5798746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -5798778.000000 Penalty: 5112.976074
	Iteration 33Q: 3 clusters Score -5798778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5798820.500000 Penalty: 5112.976074
	Iteration 34Q: 3 clusters Score -5798820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5798865.500000 Penalty: 5112.976074
	Iteration 35Q: 3 clusters Score -5798866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5798887.000000 Penalty: 5112.976074
	Iteration 36Q: 3 clusters Score -5798887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5798907.500000 Penalty: 5112.976074
	Iteration 37Q: 3 clusters Score -5798908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -5798927.000000 Penalty: 5112.976074
	Iteration 38Q: 3 clusters Score -5798927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5798932.000000 Penalty: 5112.976074
	Iteration 39Q: 3 clusters Score -5798932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5798938.500000 Penalty: 5112.976074
	Iteration 40F: 3 clusters Score -5798938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -5798942.500000 Penalty: 5112.976074
	Iteration 41Q: 3 clusters Score -5798942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5798952.500000 Penalty: 5112.976074
	Iteration 42Q: 3 clusters Score -5798952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5798949.000000 Penalty: 5112.976074
	Iteration 43Q: 3 clusters Score -5798949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5798954.500000 Penalty: 5112.976074
	Iteration 44Q: 3 clusters Score -5798954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5798983.500000 Penalty: 5112.976074
	Iteration 45Q: 3 clusters Score -5798984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -5798994.000000 Penalty: 5112.976074
	Iteration 46Q: 3 clusters Score -5798994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -5799010.500000 Penalty: 5112.976074
	Iteration 47Q: 3 clusters Score -5799010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5799013.500000 Penalty: 5112.976074
	Iteration 48Q: 3 clusters Score -5799014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5799021.500000 Penalty: 5112.976074
	Iteration 49Q: 3 clusters Score -5799022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5799032.000000 Penalty: 5112.976074
	Iteration 50Q: 3 clusters Score -5799032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5799039.500000 Penalty: 5112.976074
	Iteration 51Q: 3 clusters Score -5799040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5799055.000000 Penalty: 5112.976074
	Iteration 52Q: 3 clusters Score -5799055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -5799065.000000 Penalty: 5112.976074
	Iteration 53Q: 3 clusters Score -5799065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -5799075.500000 Penalty: 5112.976074
	Iteration 54Q: 3 clusters Score -5799076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5799073.000000 Penalty: 5112.976074
	Iteration 55Q: 3 clusters Score -5799073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5799082.000000 Penalty: 5112.976074
	Iteration 56Q: 3 clusters Score -5799082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5799090.500000 Penalty: 5112.976074
	Iteration 57Q: 3 clusters Score -5799090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5799093.500000 Penalty: 5112.976074
	Iteration 58Q: 3 clusters Score -5799094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5799102.500000 Penalty: 5112.976074
	Iteration 59Q: 3 clusters Score -5799102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5799104.500000 Penalty: 5112.976074
	Iteration 60F: 3 clusters Score -5799104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -5799097.500000 Penalty: 5112.976074
	Iteration 61Q: 3 clusters Score -5799098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5799094.500000 Penalty: 5112.976074
	Iteration 62Q: 3 clusters Score -5799094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5799097.000000 Penalty: 5112.976074
	Iteration 63Q: 3 clusters Score -5799097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -5799094.500000 Penalty: 5112.976074
	Iteration 64Q: 3 clusters Score -5799094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -5799103.500000 Penalty: 5112.976074
	Iteration 65Q: 3 clusters Score -5799104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5799105.500000 Penalty: 5112.976074
	Iteration 66Q: 3 clusters Score -5799106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5799103.000000 Penalty: 5112.976074
	Iteration 67Q: 3 clusters Score -5799103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5799108.500000 Penalty: 5112.976074
	Iteration 68Q: 3 clusters Score -5799108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5799109.000000 Penalty: 5112.976074
	Iteration 69Q: 3 clusters Score -5799109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5799112.000000 Penalty: 5112.976074
	Iteration 70Q: 3 clusters Score -5799112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5799112.000000 Penalty: 5112.976074
	Iteration 71F: 3 clusters Score -5799112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Entering Unmasked Estep 
Score: -5479611.500000 Penalty: 2526.751953
	Iteration 0F: 2 clusters Score -5479612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5464603.500000 Penalty: 5053.503906
	Iteration 0F: 3 clusters Score -5464604 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5470971.500000 Penalty: 5053.503906
	Iteration 1F: 3 clusters Score -5470972 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -5471450.500000 Penalty: 5053.503906
	Iteration 2F: 3 clusters Score -5471450 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5471849.000000 Penalty: 5053.503906
	Iteration 3F: 3 clusters Score -5471849 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5471944.500000 Penalty: 5053.503906
	Iteration 4F: 3 clusters Score -5471944 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -5471909.500000 Penalty: 5053.503906
	Iteration 5F: 3 clusters Score -5471910 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5471872.000000 Penalty: 5053.503906
	Iteration 6Q: 3 clusters Score -5471872 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -5471857.000000 Penalty: 5053.503906
	Iteration 7Q: 3 clusters Score -5471857 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5471895.000000 Penalty: 5053.503906
	Iteration 8Q: 3 clusters Score -5471895 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5472047.500000 Penalty: 5053.503906
	Iteration 9Q: 3 clusters Score -5472048 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5472354.000000 Penalty: 5053.503906
	Iteration 10Q: 3 clusters Score -5472354 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5472857.000000 Penalty: 5053.503906
	Iteration 11Q: 3 clusters Score -5472857 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -5473619.500000 Penalty: 5053.503906
	Iteration 12F: 3 clusters Score -5473620 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5474368.500000 Penalty: 5053.503906
	Iteration 13F: 3 clusters Score -5474368 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5475103.000000 Penalty: 5053.503906
	Iteration 14F: 3 clusters Score -5475103 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5475997.000000 Penalty: 5053.503906
	Iteration 15Q: 3 clusters Score -5475997 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5476788.500000 Penalty: 5053.503906
	Iteration 16Q: 3 clusters Score -5476788 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5477362.000000 Penalty: 5053.503906
	Iteration 17F: 3 clusters Score -5477362 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5477330.000000 Penalty: 5053.503906
	Iteration 18Q: 3 clusters Score -5477330 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5476927.500000 Penalty: 5053.503906
	Iteration 19Q: 3 clusters Score -5476928 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5476517.000000 Penalty: 5053.503906
	Iteration 20F: 3 clusters Score -5476517 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5476191.000000 Penalty: 5053.503906
	Iteration 21Q: 3 clusters Score -5476191 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -5475970.500000 Penalty: 5053.503906
	Iteration 22Q: 3 clusters Score -5475970 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5475755.500000 Penalty: 5053.503906
	Iteration 23Q: 3 clusters Score -5475756 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5475606.500000 Penalty: 5053.503906
	Iteration 24Q: 3 clusters Score -5475606 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -5475498.000000 Penalty: 5053.503906
	Iteration 25Q: 3 clusters Score -5475498 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5475415.000000 Penalty: 5053.503906
	Iteration 26Q: 3 clusters Score -5475415 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -5475406.500000 Penalty: 5053.503906
	Iteration 27Q: 3 clusters Score -5475406 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5475415.500000 Penalty: 5053.503906
	Iteration 28Q: 3 clusters Score -5475416 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5475435.500000 Penalty: 5053.503906
	Iteration 29Q: 3 clusters Score -5475436 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -5475475.500000 Penalty: 5053.503906
	Iteration 30Q: 3 clusters Score -5475476 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -5475571.000000 Penalty: 5053.503906
	Iteration 31Q: 3 clusters Score -5475571 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -5475621.500000 Penalty: 5053.503906
	Iteration 32Q: 3 clusters Score -5475622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5475686.500000 Penalty: 5053.503906
	Iteration 33Q: 3 clusters Score -5475686 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5475748.500000 Penalty: 5053.503906
	Iteration 34Q: 3 clusters Score -5475748 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5475806.000000 Penalty: 5053.503906
	Iteration 35Q: 3 clusters Score -5475806 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -5475858.000000 Penalty: 5053.503906
	Iteration 36Q: 3 clusters Score -5475858 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -5475848.500000 Penalty: 5053.503906
	Iteration 37Q: 3 clusters Score -5475848 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -5475876.000000 Penalty: 5053.503906
	Iteration 38Q: 3 clusters Score -5475876 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -5475885.000000 Penalty: 5053.503906
	Iteration 39Q: 3 clusters Score -5475885 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -5476223.000000 Penalty: 5053.503906
	Iteration 40F: 3 clusters Score -5476223 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -5476378.500000 Penalty: 5053.503906
	Iteration 41Q: 3 clusters Score -5476378 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5476497.000000 Penalty: 5053.503906
	Iteration 42Q: 3 clusters Score -5476497 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -5476561.500000 Penalty: 5053.503906
	Iteration 43Q: 3 clusters Score -5476562 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -5476726.500000 Penalty: 5053.503906
	Iteration 44Q: 3 clusters Score -5476726 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -5476882.000000 Penalty: 5053.503906
	Iteration 45Q: 3 clusters Score -5476882 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5477049.000000 Penalty: 5053.503906
	Iteration 46Q: 3 clusters Score -5477049 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5477197.500000 Penalty: 5053.503906
	Iteration 47Q: 3 clusters Score -5477198 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -5477389.500000 Penalty: 5053.503906
	Iteration 48Q: 3 clusters Score -5477390 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5477559.500000 Penalty: 5053.503906
	Iteration 49Q: 3 clusters Score -5477560 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5477759.000000 Penalty: 5053.503906
	Iteration 50Q: 3 clusters Score -5477759 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -5477888.000000 Penalty: 5053.503906
	Iteration 51Q: 3 clusters Score -5477888 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5477970.000000 Penalty: 5053.503906
	Iteration 52Q: 3 clusters Score -5477970 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5478070.500000 Penalty: 5053.503906
	Iteration 53Q: 3 clusters Score -5478070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -5478126.000000 Penalty: 5053.503906
	Iteration 54Q: 3 clusters Score -5478126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5478140.000000 Penalty: 5053.503906
	Iteration 55Q: 3 clusters Score -5478140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -5478197.500000 Penalty: 5053.503906
	Iteration 56Q: 3 clusters Score -5478198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5478215.000000 Penalty: 5053.503906
	Iteration 57Q: 3 clusters Score -5478215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5478232.500000 Penalty: 5053.503906
	Iteration 58Q: 3 clusters Score -5478232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -5478259.000000 Penalty: 5053.503906
	Iteration 59Q: 3 clusters Score -5478259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5478350.000000 Penalty: 5053.503906
	Iteration 60F: 3 clusters Score -5478350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -5478356.000000 Penalty: 5053.503906
	Iteration 61Q: 3 clusters Score -5478356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -5478402.500000 Penalty: 5053.503906
	Iteration 62Q: 3 clusters Score -5478402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -5478508.000000 Penalty: 5053.503906
	Iteration 63Q: 3 clusters Score -5478508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5478571.000000 Penalty: 5053.503906
	Iteration 64Q: 3 clusters Score -5478571 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -5478685.000000 Penalty: 5053.503906
	Iteration 65Q: 3 clusters Score -5478685 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -5478783.000000 Penalty: 5053.503906
	Iteration 66Q: 3 clusters Score -5478783 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -5478875.500000 Penalty: 5053.503906
	Iteration 67Q: 3 clusters Score -5478876 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5478967.500000 Penalty: 5053.503906
	Iteration 68Q: 3 clusters Score -5478968 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5479146.000000 Penalty: 5053.503906
	Iteration 69Q: 3 clusters Score -5479146 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -5479220.000000 Penalty: 5053.503906
	Iteration 70Q: 3 clusters Score -5479220 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -5479274.500000 Penalty: 5053.503906
	Iteration 71Q: 3 clusters Score -5479274 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5479349.500000 Penalty: 5053.503906
	Iteration 72Q: 3 clusters Score -5479350 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5479352.500000 Penalty: 5053.503906
	Iteration 73Q: 3 clusters Score -5479352 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5479351.500000 Penalty: 5053.503906
	Iteration 74Q: 3 clusters Score -5479352 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -5479277.500000 Penalty: 5053.503906
	Iteration 75Q: 3 clusters Score -5479278 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5479222.000000 Penalty: 5053.503906
	Iteration 76Q: 3 clusters Score -5479222 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -5479210.000000 Penalty: 5053.503906
	Iteration 77Q: 3 clusters Score -5479210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5479196.000000 Penalty: 5053.503906
	Iteration 78Q: 3 clusters Score -5479196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5479160.000000 Penalty: 5053.503906
	Iteration 79Q: 3 clusters Score -5479160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5479136.500000 Penalty: 5053.503906
	Iteration 80F: 3 clusters Score -5479136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -5479127.000000 Penalty: 5053.503906
	Iteration 81Q: 3 clusters Score -5479127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5479140.000000 Penalty: 5053.503906
	Iteration 82Q: 3 clusters Score -5479140 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -5479123.000000 Penalty: 5053.503906
	Iteration 83Q: 3 clusters Score -5479123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -5479116.500000 Penalty: 5053.503906
	Iteration 84Q: 3 clusters Score -5479116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5479131.500000 Penalty: 5053.503906
	Iteration 85Q: 3 clusters Score -5479132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5479116.500000 Penalty: 5053.503906
	Iteration 86Q: 3 clusters Score -5479116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5479100.500000 Penalty: 5053.503906
	Iteration 87Q: 3 clusters Score -5479100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5479091.500000 Penalty: 5053.503906
	Iteration 88Q: 3 clusters Score -5479092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -5479086.000000 Penalty: 5053.503906
	Iteration 89Q: 3 clusters Score -5479086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5479104.000000 Penalty: 5053.503906
	Iteration 90Q: 3 clusters Score -5479104 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5479122.500000 Penalty: 5053.503906
	Iteration 91Q: 3 clusters Score -5479122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5479157.000000 Penalty: 5053.503906
	Iteration 92Q: 3 clusters Score -5479157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5479151.500000 Penalty: 5053.503906
	Iteration 93Q: 3 clusters Score -5479152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -5479154.500000 Penalty: 5053.503906
	Iteration 94Q: 3 clusters Score -5479154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5479150.000000 Penalty: 5053.503906
	Iteration 95Q: 3 clusters Score -5479150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5479147.000000 Penalty: 5053.503906
	Iteration 96Q: 3 clusters Score -5479147 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -5479145.000000 Penalty: 5053.503906
	Iteration 97Q: 3 clusters Score -5479145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -5479154.500000 Penalty: 5053.503906
	Iteration 98Q: 3 clusters Score -5479154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5479155.500000 Penalty: 5053.503906
	Iteration 99Q: 3 clusters Score -5479156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5479145.000000 Penalty: 5053.503906
	Iteration 100F: 3 clusters Score -5479145 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -5479144.000000 Penalty: 5053.503906
	Iteration 101Q: 3 clusters Score -5479144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5479144.500000 Penalty: 5053.503906
	Iteration 102Q: 3 clusters Score -5479144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5479152.500000 Penalty: 5053.503906
	Iteration 103Q: 3 clusters Score -5479152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -5479156.500000 Penalty: 5053.503906
	Iteration 104Q: 3 clusters Score -5479156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -5479162.000000 Penalty: 5053.503906
	Iteration 105Q: 3 clusters Score -5479162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5479159.000000 Penalty: 5053.503906
	Iteration 106Q: 3 clusters Score -5479159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -5479142.000000 Penalty: 5053.503906
	Iteration 107Q: 3 clusters Score -5479142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -5479143.000000 Penalty: 5053.503906
	Iteration 108Q: 3 clusters Score -5479143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5479150.500000 Penalty: 5053.503906
	Iteration 109Q: 3 clusters Score -5479150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -5479160.500000 Penalty: 5053.503906
	Iteration 110Q: 3 clusters Score -5479160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -5479165.000000 Penalty: 5053.503906
	Iteration 111Q: 3 clusters Score -5479165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5479183.000000 Penalty: 5053.503906
	Iteration 112Q: 3 clusters Score -5479183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -5479199.000000 Penalty: 5053.503906
	Iteration 113Q: 3 clusters Score -5479199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5479201.000000 Penalty: 5053.503906
	Iteration 114Q: 3 clusters Score -5479201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -5479205.000000 Penalty: 5053.503906
	Iteration 115Q: 3 clusters Score -5479205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -5479210.500000 Penalty: 5053.503906
	Iteration 116Q: 3 clusters Score -5479210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5479215.500000 Penalty: 5053.503906
	Iteration 117Q: 3 clusters Score -5479216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5479231.500000 Penalty: 5053.503906
	Iteration 118Q: 3 clusters Score -5479232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -5479241.000000 Penalty: 5053.503906
	Iteration 119Q: 3 clusters Score -5479241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5479254.000000 Penalty: 5053.503906
	Iteration 120F: 3 clusters Score -5479254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5479259.000000 Penalty: 5053.503906
	Iteration 121Q: 3 clusters Score -5479259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5479259.500000 Penalty: 5053.503906
	Iteration 122Q: 3 clusters Score -5479260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5479265.500000 Penalty: 5053.503906
	Iteration 123Q: 3 clusters Score -5479266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -5479262.500000 Penalty: 5053.503906
	Iteration 124Q: 3 clusters Score -5479262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5479264.000000 Penalty: 5053.503906
	Iteration 125Q: 3 clusters Score -5479264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -5479269.000000 Penalty: 5053.503906
	Iteration 126Q: 3 clusters Score -5479269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5479269.500000 Penalty: 5053.503906
	Iteration 127Q: 3 clusters Score -5479270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5479277.000000 Penalty: 5053.503906
	Iteration 128Q: 3 clusters Score -5479277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -5479282.000000 Penalty: 5053.503906
	Iteration 129Q: 3 clusters Score -5479282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5479277.000000 Penalty: 5053.503906
	Iteration 130Q: 3 clusters Score -5479277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5479278.000000 Penalty: 5053.503906
	Iteration 131Q: 3 clusters Score -5479278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5479278.000000 Penalty: 5053.503906
	Iteration 132F: 3 clusters Score -5479278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Entering Unmasked Estep 
Score: -5586495.000000 Penalty: 2545.383057
	Iteration 0F: 2 clusters Score -5586495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5568164.000000 Penalty: 5090.766113
	Iteration 0F: 3 clusters Score -5568164 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5575265.000000 Penalty: 5090.766113
	Iteration 1F: 3 clusters Score -5575265 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5575654.500000 Penalty: 5090.766113
	Iteration 2Q: 3 clusters Score -5575654 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -5575970.000000 Penalty: 5090.766113
	Iteration 3Q: 3 clusters Score -5575970 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5576239.000000 Penalty: 5090.766113
	Iteration 4Q: 3 clusters Score -5576239 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5576469.500000 Penalty: 5090.766113
	Iteration 5Q: 3 clusters Score -5576470 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5576639.000000 Penalty: 5090.766113
	Iteration 6Q: 3 clusters Score -5576639 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5576827.500000 Penalty: 5090.766113
	Iteration 7Q: 3 clusters Score -5576828 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -5577077.000000 Penalty: 5090.766113
	Iteration 8Q: 3 clusters Score -5577077 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -5577382.500000 Penalty: 5090.766113
	Iteration 9Q: 3 clusters Score -5577382 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5577745.500000 Penalty: 5090.766113
	Iteration 10Q: 3 clusters Score -5577746 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5578203.000000 Penalty: 5090.766113
	Iteration 11Q: 3 clusters Score -5578203 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5578821.500000 Penalty: 5090.766113
	Iteration 12Q: 3 clusters Score -5578822 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -5579644.500000 Penalty: 5090.766113
	Iteration 13Q: 3 clusters Score -5579644 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -5580512.500000 Penalty: 5090.766113
	Iteration 14Q: 3 clusters Score -5580512 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5581294.500000 Penalty: 5090.766113
	Iteration 15Q: 3 clusters Score -5581294 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5581862.500000 Penalty: 5090.766113
	Iteration 16Q: 3 clusters Score -5581862 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5582130.000000 Penalty: 5090.766113
	Iteration 17Q: 3 clusters Score -5582130 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -5582264.500000 Penalty: 5090.766113
	Iteration 18Q: 3 clusters Score -5582264 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5582339.000000 Penalty: 5090.766113
	Iteration 19Q: 3 clusters Score -5582339 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -5582418.500000 Penalty: 5090.766113
	Iteration 20F: 3 clusters Score -5582418 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -5582472.500000 Penalty: 5090.766113
	Iteration 21Q: 3 clusters Score -5582472 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5582517.000000 Penalty: 5090.766113
	Iteration 22Q: 3 clusters Score -5582517 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -5582561.500000 Penalty: 5090.766113
	Iteration 23Q: 3 clusters Score -5582562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5582602.000000 Penalty: 5090.766113
	Iteration 24Q: 3 clusters Score -5582602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5582616.000000 Penalty: 5090.766113
	Iteration 25Q: 3 clusters Score -5582616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -5582648.500000 Penalty: 5090.766113
	Iteration 26Q: 3 clusters Score -5582648 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5582662.500000 Penalty: 5090.766113
	Iteration 27Q: 3 clusters Score -5582662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5582683.500000 Penalty: 5090.766113
	Iteration 28Q: 3 clusters Score -5582684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -5582707.000000 Penalty: 5090.766113
	Iteration 29Q: 3 clusters Score -5582707 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -5582723.000000 Penalty: 5090.766113
	Iteration 30Q: 3 clusters Score -5582723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5582754.000000 Penalty: 5090.766113
	Iteration 31Q: 3 clusters Score -5582754 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5582772.000000 Penalty: 5090.766113
	Iteration 32Q: 3 clusters Score -5582772 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -5582820.500000 Penalty: 5090.766113
	Iteration 33Q: 3 clusters Score -5582820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5582856.500000 Penalty: 5090.766113
	Iteration 34Q: 3 clusters Score -5582856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5582895.500000 Penalty: 5090.766113
	Iteration 35Q: 3 clusters Score -5582896 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -5582893.000000 Penalty: 5090.766113
	Iteration 36Q: 3 clusters Score -5582893 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5582903.500000 Penalty: 5090.766113
	Iteration 37Q: 3 clusters Score -5582904 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5582934.000000 Penalty: 5090.766113
	Iteration 38Q: 3 clusters Score -5582934 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5582952.500000 Penalty: 5090.766113
	Iteration 39Q: 3 clusters Score -5582952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5582977.000000 Penalty: 5090.766113
	Iteration 40F: 3 clusters Score -5582977 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5583006.500000 Penalty: 5090.766113
	Iteration 41Q: 3 clusters Score -5583006 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5583050.000000 Penalty: 5090.766113
	Iteration 42Q: 3 clusters Score -5583050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5583078.000000 Penalty: 5090.766113
	Iteration 43Q: 3 clusters Score -5583078 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5583113.500000 Penalty: 5090.766113
	Iteration 44Q: 3 clusters Score -5583114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5583134.000000 Penalty: 5090.766113
	Iteration 45Q: 3 clusters Score -5583134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5583134.500000 Penalty: 5090.766113
	Iteration 46Q: 3 clusters Score -5583134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5583150.000000 Penalty: 5090.766113
	Iteration 47Q: 3 clusters Score -5583150 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5583183.000000 Penalty: 5090.766113
	Iteration 48Q: 3 clusters Score -5583183 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -5583200.000000 Penalty: 5090.766113
	Iteration 49Q: 3 clusters Score -5583200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5583228.000000 Penalty: 5090.766113
	Iteration 50Q: 3 clusters Score -5583228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5583238.000000 Penalty: 5090.766113
	Iteration 51Q: 3 clusters Score -5583238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5583239.500000 Penalty: 5090.766113
	Iteration 52Q: 3 clusters Score -5583240 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5583274.500000 Penalty: 5090.766113
	Iteration 53Q: 3 clusters Score -5583274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5583286.500000 Penalty: 5090.766113
	Iteration 54Q: 3 clusters Score -5583286 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5583310.000000 Penalty: 5090.766113
	Iteration 55Q: 3 clusters Score -5583310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -5583330.000000 Penalty: 5090.766113
	Iteration 56Q: 3 clusters Score -5583330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5583339.000000 Penalty: 5090.766113
	Iteration 57Q: 3 clusters Score -5583339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5583332.500000 Penalty: 5090.766113
	Iteration 58Q: 3 clusters Score -5583332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5583338.000000 Penalty: 5090.766113
	Iteration 59Q: 3 clusters Score -5583338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5583357.000000 Penalty: 5090.766113
	Iteration 60F: 3 clusters Score -5583357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5583360.000000 Penalty: 5090.766113
	Iteration 61Q: 3 clusters Score -5583360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -5583368.500000 Penalty: 5090.766113
	Iteration 62Q: 3 clusters Score -5583368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5583370.000000 Penalty: 5090.766113
	Iteration 63Q: 3 clusters Score -5583370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5583372.500000 Penalty: 5090.766113
	Iteration 64Q: 3 clusters Score -5583372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5583384.500000 Penalty: 5090.766113
	Iteration 65Q: 3 clusters Score -5583384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5583385.500000 Penalty: 5090.766113
	Iteration 66Q: 3 clusters Score -5583386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5583376.000000 Penalty: 5090.766113
	Iteration 67Q: 3 clusters Score -5583376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5583387.500000 Penalty: 5090.766113
	Iteration 68Q: 3 clusters Score -5583388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -5583394.500000 Penalty: 5090.766113
	Iteration 69Q: 3 clusters Score -5583394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5583399.000000 Penalty: 5090.766113
	Iteration 70Q: 3 clusters Score -5583399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5583390.500000 Penalty: 5090.766113
	Iteration 71Q: 3 clusters Score -5583390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5583401.500000 Penalty: 5090.766113
	Iteration 72Q: 3 clusters Score -5583402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5583402.000000 Penalty: 5090.766113
	Iteration 73Q: 3 clusters Score -5583402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5583401.500000 Penalty: 5090.766113
	Iteration 74Q: 3 clusters Score -5583402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5583397.500000 Penalty: 5090.766113
	Iteration 75Q: 3 clusters Score -5583398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -5583397.500000 Penalty: 5090.766113
	Iteration 76Q: 3 clusters Score -5583398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5583403.000000 Penalty: 5090.766113
	Iteration 77Q: 3 clusters Score -5583403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5583396.000000 Penalty: 5090.766113
	Iteration 78Q: 3 clusters Score -5583396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5583407.000000 Penalty: 5090.766113
	Iteration 79Q: 3 clusters Score -5583407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5583406.500000 Penalty: 5090.766113
	Iteration 80F: 3 clusters Score -5583406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -5583403.500000 Penalty: 5090.766113
	Iteration 81Q: 3 clusters Score -5583404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -5583397.000000 Penalty: 5090.766113
	Iteration 82Q: 3 clusters Score -5583397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5583397.000000 Penalty: 5090.766113
	Iteration 83Q: 3 clusters Score -5583397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5583396.500000 Penalty: 5090.766113
	Iteration 84Q: 3 clusters Score -5583396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5583393.500000 Penalty: 5090.766113
	Iteration 85Q: 3 clusters Score -5583394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5583397.500000 Penalty: 5090.766113
	Iteration 86Q: 3 clusters Score -5583398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5583403.000000 Penalty: 5090.766113
	Iteration 87Q: 3 clusters Score -5583403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -5583415.000000 Penalty: 5090.766113
	Iteration 88Q: 3 clusters Score -5583415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -5583413.000000 Penalty: 5090.766113
	Iteration 89Q: 3 clusters Score -5583413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5583411.500000 Penalty: 5090.766113
	Iteration 90Q: 3 clusters Score -5583412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5583405.500000 Penalty: 5090.766113
	Iteration 91Q: 3 clusters Score -5583406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5583416.000000 Penalty: 5090.766113
	Iteration 92Q: 3 clusters Score -5583416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5583415.000000 Penalty: 5090.766113
	Iteration 93Q: 3 clusters Score -5583415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -5583408.000000 Penalty: 5090.766113
	Iteration 94Q: 3 clusters Score -5583408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5583403.000000 Penalty: 5090.766113
	Iteration 95Q: 3 clusters Score -5583403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -5583403.500000 Penalty: 5090.766113
	Iteration 96Q: 3 clusters Score -5583404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5583413.000000 Penalty: 5090.766113
	Iteration 97Q: 3 clusters Score -5583413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -5583412.000000 Penalty: 5090.766113
	Iteration 98Q: 3 clusters Score -5583412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5583412.500000 Penalty: 5090.766113
	Iteration 99Q: 3 clusters Score -5583412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -5583418.500000 Penalty: 5090.766113
	Iteration 100F: 3 clusters Score -5583418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5583423.500000 Penalty: 5090.766113
	Iteration 101Q: 3 clusters Score -5583424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -5583424.000000 Penalty: 5090.766113
	Iteration 102Q: 3 clusters Score -5583424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -5583427.000000 Penalty: 5090.766113
	Iteration 103Q: 3 clusters Score -5583427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -5583425.000000 Penalty: 5090.766113
	Iteration 104Q: 3 clusters Score -5583425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -5583422.000000 Penalty: 5090.766113
	Iteration 105Q: 3 clusters Score -5583422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -5583424.000000 Penalty: 5090.766113
	Iteration 106Q: 3 clusters Score -5583424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5583428.500000 Penalty: 5090.766113
	Iteration 107Q: 3 clusters Score -5583428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -5583437.000000 Penalty: 5090.766113
	Iteration 108Q: 3 clusters Score -5583437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -5583430.000000 Penalty: 5090.766113
	Iteration 109Q: 3 clusters Score -5583430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -5583435.500000 Penalty: 5090.766113
	Iteration 110Q: 3 clusters Score -5583436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5583431.000000 Penalty: 5090.766113
	Iteration 111Q: 3 clusters Score -5583431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5583433.000000 Penalty: 5090.766113
	Iteration 112Q: 3 clusters Score -5583433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5583428.000000 Penalty: 5090.766113
	Iteration 113Q: 3 clusters Score -5583428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5583428.500000 Penalty: 5090.766113
	Iteration 114Q: 3 clusters Score -5583428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5583428.500000 Penalty: 5090.766113
	Iteration 115F: 3 clusters Score -5583428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -806704.562500 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -806704.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -802634.250000 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -802634.2 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -803534.562500 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -803534.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -803717.187500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -803717.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -803836.125000 Penalty: 4140.874512
	Iteration 3Q: 3 clusters Score -803836.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -803918.625000 Penalty: 4140.874512
	Iteration 4Q: 3 clusters Score -803918.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -803982.125000 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -803982.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -804036.187500 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -804036.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -804075.750000 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -804075.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -804113.562500 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -804113.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -804155.562500 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -804155.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -804194.812500 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -804194.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -804226.500000 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -804226.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -804264.062500 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -804264.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -804310.000000 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -804310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -804355.875000 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -804355.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -804395.375000 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -804395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -804428.062500 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -804428.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -804452.750000 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -804452.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -804478.750000 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -804478.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -804500.312500 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -804500.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -804523.437500 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -804523.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -804537.437500 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -804537.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -804554.062500 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -804554.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -804570.187500 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -804570.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -804580.625000 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -804580.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -804586.562500 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -804586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -804595.750000 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -804595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -804601.625000 Penalty: 4140.874512
	Iteration 27Q: 3 clusters Score -804601.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -804612.125000 Penalty: 4140.874512
	Iteration 28Q: 3 clusters Score -804612.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -804627.312500 Penalty: 4140.874512
	Iteration 29Q: 3 clusters Score -804627.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -804640.187500 Penalty: 4140.874512
	Iteration 30Q: 3 clusters Score -804640.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -804655.875000 Penalty: 4140.874512
	Iteration 31Q: 3 clusters Score -804655.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -804666.812500 Penalty: 4140.874512
	Iteration 32Q: 3 clusters Score -804666.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -804683.562500 Penalty: 4140.874512
	Iteration 33Q: 3 clusters Score -804683.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -804703.312500 Penalty: 4140.874512
	Iteration 34Q: 3 clusters Score -804703.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -804715.562500 Penalty: 4140.874512
	Iteration 35Q: 3 clusters Score -804715.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -804730.375000 Penalty: 4140.874512
	Iteration 36Q: 3 clusters Score -804730.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -804739.312500 Penalty: 4140.874512
	Iteration 37Q: 3 clusters Score -804739.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -804751.812500 Penalty: 4140.874512
	Iteration 38Q: 3 clusters Score -804751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -804758.187500 Penalty: 4140.874512
	Iteration 39Q: 3 clusters Score -804758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -804768.687500 Penalty: 4140.874512
	Iteration 40F: 3 clusters Score -804768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -804770.437500 Penalty: 4140.874512
	Iteration 41Q: 3 clusters Score -804770.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -804773.062500 Penalty: 4140.874512
	Iteration 42Q: 3 clusters Score -804773.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -804778.625000 Penalty: 4140.874512
	Iteration 43Q: 3 clusters Score -804778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -804782.250000 Penalty: 4140.874512
	Iteration 44Q: 3 clusters Score -804782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -804786.500000 Penalty: 4140.874512
	Iteration 45Q: 3 clusters Score -804786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -804791.687500 Penalty: 4140.874512
	Iteration 46Q: 3 clusters Score -804791.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -804799.000000 Penalty: 4140.874512
	Iteration 47Q: 3 clusters Score -804799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -804806.187500 Penalty: 4140.874512
	Iteration 48Q: 3 clusters Score -804806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -804808.000000 Penalty: 4140.874512
	Iteration 49Q: 3 clusters Score -804808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -804811.812500 Penalty: 4140.874512
	Iteration 50Q: 3 clusters Score -804811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -804814.562500 Penalty: 4140.874512
	Iteration 51Q: 3 clusters Score -804814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -804819.250000 Penalty: 4140.874512
	Iteration 52Q: 3 clusters Score -804819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -804822.000000 Penalty: 4140.874512
	Iteration 53Q: 3 clusters Score -804822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -804822.000000 Penalty: 4140.874512
	Iteration 54F: 3 clusters Score -804822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (23247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Entering Unmasked Estep 
Score: -4257751.500000 Penalty: 2493.375000
	Iteration 0F: 2 clusters Score -4257752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4241712.500000 Penalty: 4986.750000
	Iteration 0F: 3 clusters Score -4241712 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4247076.000000 Penalty: 4986.750000
	Iteration 1F: 3 clusters Score -4247076 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4247468.500000 Penalty: 4986.750000
	Iteration 2Q: 3 clusters Score -4247468 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -4247784.000000 Penalty: 4986.750000
	Iteration 3Q: 3 clusters Score -4247784 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4248041.000000 Penalty: 4986.750000
	Iteration 4Q: 3 clusters Score -4248041 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4248323.500000 Penalty: 4986.750000
	Iteration 5Q: 3 clusters Score -4248324 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4248611.500000 Penalty: 4986.750000
	Iteration 6Q: 3 clusters Score -4248612 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -4248953.000000 Penalty: 4986.750000
	Iteration 7Q: 3 clusters Score -4248953 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4249368.500000 Penalty: 4986.750000
	Iteration 8Q: 3 clusters Score -4249368 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4249923.500000 Penalty: 4986.750000
	Iteration 9Q: 3 clusters Score -4249924 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4250654.000000 Penalty: 4986.750000
	Iteration 10F: 3 clusters Score -4250654 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4251592.500000 Penalty: 4986.750000
	Iteration 11F: 3 clusters Score -4251592 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -4252616.500000 Penalty: 4986.750000
	Iteration 12F: 3 clusters Score -4252616 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4253540.500000 Penalty: 4986.750000
	Iteration 13Q: 3 clusters Score -4253540 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4254274.500000 Penalty: 4986.750000
	Iteration 14Q: 3 clusters Score -4254274 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4254761.500000 Penalty: 4986.750000
	Iteration 15Q: 3 clusters Score -4254762 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4255063.000000 Penalty: 4986.750000
	Iteration 16Q: 3 clusters Score -4255063 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4255251.000000 Penalty: 4986.750000
	Iteration 17Q: 3 clusters Score -4255251 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4255356.500000 Penalty: 4986.750000
	Iteration 18Q: 3 clusters Score -4255356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4255442.500000 Penalty: 4986.750000
	Iteration 19Q: 3 clusters Score -4255442 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4255504.000000 Penalty: 4986.750000
	Iteration 20F: 3 clusters Score -4255504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4255536.500000 Penalty: 4986.750000
	Iteration 21Q: 3 clusters Score -4255536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4255561.500000 Penalty: 4986.750000
	Iteration 22Q: 3 clusters Score -4255562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4255577.000000 Penalty: 4986.750000
	Iteration 23Q: 3 clusters Score -4255577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4255586.500000 Penalty: 4986.750000
	Iteration 24Q: 3 clusters Score -4255586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4255590.000000 Penalty: 4986.750000
	Iteration 25Q: 3 clusters Score -4255590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4255587.000000 Penalty: 4986.750000
	Iteration 26Q: 3 clusters Score -4255587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4255592.500000 Penalty: 4986.750000
	Iteration 27Q: 3 clusters Score -4255592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4255601.000000 Penalty: 4986.750000
	Iteration 28Q: 3 clusters Score -4255601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4255604.000000 Penalty: 4986.750000
	Iteration 29Q: 3 clusters Score -4255604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4255605.000000 Penalty: 4986.750000
	Iteration 30Q: 3 clusters Score -4255605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4255607.500000 Penalty: 4986.750000
	Iteration 31Q: 3 clusters Score -4255608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4255617.500000 Penalty: 4986.750000
	Iteration 32Q: 3 clusters Score -4255618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4255616.500000 Penalty: 4986.750000
	Iteration 33Q: 3 clusters Score -4255616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4255616.500000 Penalty: 4986.750000
	Iteration 34Q: 3 clusters Score -4255616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4255618.000000 Penalty: 4986.750000
	Iteration 35Q: 3 clusters Score -4255618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4255622.000000 Penalty: 4986.750000
	Iteration 36Q: 3 clusters Score -4255622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4255624.500000 Penalty: 4986.750000
	Iteration 37Q: 3 clusters Score -4255624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4255628.000000 Penalty: 4986.750000
	Iteration 38Q: 3 clusters Score -4255628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4255630.500000 Penalty: 4986.750000
	Iteration 39Q: 3 clusters Score -4255630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4255633.500000 Penalty: 4986.750000
	Iteration 40F: 3 clusters Score -4255634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4255634.000000 Penalty: 4986.750000
	Iteration 41Q: 3 clusters Score -4255634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4255634.000000 Penalty: 4986.750000
	Iteration 42F: 3 clusters Score -4255634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Entering Unmasked Estep 
Score: -5110196.500000 Penalty: 2510.330811
	Iteration 0F: 2 clusters Score -5110196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5095892.000000 Penalty: 5020.661621
	Iteration 0F: 3 clusters Score -5095892 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5101868.000000 Penalty: 5020.661621
	Iteration 1F: 3 clusters Score -5101868 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5102259.500000 Penalty: 5020.661621
	Iteration 2Q: 3 clusters Score -5102260 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -5102589.500000 Penalty: 5020.661621
	Iteration 3Q: 3 clusters Score -5102590 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5102829.500000 Penalty: 5020.661621
	Iteration 4Q: 3 clusters Score -5102830 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -5103048.500000 Penalty: 5020.661621
	Iteration 5Q: 3 clusters Score -5103048 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5103259.500000 Penalty: 5020.661621
	Iteration 6Q: 3 clusters Score -5103260 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5103456.000000 Penalty: 5020.661621
	Iteration 7Q: 3 clusters Score -5103456 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5103680.500000 Penalty: 5020.661621
	Iteration 8Q: 3 clusters Score -5103680 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -5103952.000000 Penalty: 5020.661621
	Iteration 9Q: 3 clusters Score -5103952 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -5104286.000000 Penalty: 5020.661621
	Iteration 10Q: 3 clusters Score -5104286 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5104797.000000 Penalty: 5020.661621
	Iteration 11Q: 3 clusters Score -5104797 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -5105589.500000 Penalty: 5020.661621
	Iteration 12Q: 3 clusters Score -5105590 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5106391.500000 Penalty: 5020.661621
	Iteration 13Q: 3 clusters Score -5106392 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -5107103.000000 Penalty: 5020.661621
	Iteration 14Q: 3 clusters Score -5107103 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5107489.000000 Penalty: 5020.661621
	Iteration 15Q: 3 clusters Score -5107489 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5107790.000000 Penalty: 5020.661621
	Iteration 16Q: 3 clusters Score -5107790 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -5108110.500000 Penalty: 5020.661621
	Iteration 17Q: 3 clusters Score -5108110 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5108350.500000 Penalty: 5020.661621
	Iteration 18Q: 3 clusters Score -5108350 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -5108592.000000 Penalty: 5020.661621
	Iteration 19Q: 3 clusters Score -5108592 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -5108778.500000 Penalty: 5020.661621
	Iteration 20F: 3 clusters Score -5108778 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5108918.000000 Penalty: 5020.661621
	Iteration 21Q: 3 clusters Score -5108918 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -5109049.500000 Penalty: 5020.661621
	Iteration 22Q: 3 clusters Score -5109050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -5109143.500000 Penalty: 5020.661621
	Iteration 23Q: 3 clusters Score -5109144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5109247.500000 Penalty: 5020.661621
	Iteration 24Q: 3 clusters Score -5109248 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5109305.000000 Penalty: 5020.661621
	Iteration 25Q: 3 clusters Score -5109305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -5109358.000000 Penalty: 5020.661621
	Iteration 26Q: 3 clusters Score -5109358 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5109425.000000 Penalty: 5020.661621
	Iteration 27Q: 3 clusters Score -5109425 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5109481.000000 Penalty: 5020.661621
	Iteration 28Q: 3 clusters Score -5109481 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -5109516.000000 Penalty: 5020.661621
	Iteration 29Q: 3 clusters Score -5109516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5109553.500000 Penalty: 5020.661621
	Iteration 30Q: 3 clusters Score -5109554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5109559.000000 Penalty: 5020.661621
	Iteration 31Q: 3 clusters Score -5109559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5109569.000000 Penalty: 5020.661621
	Iteration 32Q: 3 clusters Score -5109569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5109563.500000 Penalty: 5020.661621
	Iteration 33Q: 3 clusters Score -5109564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5109582.500000 Penalty: 5020.661621
	Iteration 34Q: 3 clusters Score -5109582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5109585.000000 Penalty: 5020.661621
	Iteration 35Q: 3 clusters Score -5109585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5109585.000000 Penalty: 5020.661621
	Iteration 36Q: 3 clusters Score -5109585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -5109580.000000 Penalty: 5020.661621
	Iteration 37Q: 3 clusters Score -5109580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5109582.000000 Penalty: 5020.661621
	Iteration 38Q: 3 clusters Score -5109582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5109574.500000 Penalty: 5020.661621
	Iteration 39Q: 3 clusters Score -5109574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5109577.000000 Penalty: 5020.661621
	Iteration 40F: 3 clusters Score -5109577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5109578.500000 Penalty: 5020.661621
	Iteration 41Q: 3 clusters Score -5109578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5109580.500000 Penalty: 5020.661621
	Iteration 42Q: 3 clusters Score -5109580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5109574.000000 Penalty: 5020.661621
	Iteration 43Q: 3 clusters Score -5109574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5109579.500000 Penalty: 5020.661621
	Iteration 44Q: 3 clusters Score -5109580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5109584.500000 Penalty: 5020.661621
	Iteration 45Q: 3 clusters Score -5109584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5109577.000000 Penalty: 5020.661621
	Iteration 46Q: 3 clusters Score -5109577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5109584.500000 Penalty: 5020.661621
	Iteration 47Q: 3 clusters Score -5109584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -5109588.500000 Penalty: 5020.661621
	Iteration 48Q: 3 clusters Score -5109588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5109595.000000 Penalty: 5020.661621
	Iteration 49Q: 3 clusters Score -5109595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5109598.000000 Penalty: 5020.661621
	Iteration 50Q: 3 clusters Score -5109598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5109607.500000 Penalty: 5020.661621
	Iteration 51Q: 3 clusters Score -5109608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5109604.000000 Penalty: 5020.661621
	Iteration 52Q: 3 clusters Score -5109604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -5109610.500000 Penalty: 5020.661621
	Iteration 53Q: 3 clusters Score -5109610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5109617.000000 Penalty: 5020.661621
	Iteration 54Q: 3 clusters Score -5109617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5109625.000000 Penalty: 5020.661621
	Iteration 55Q: 3 clusters Score -5109625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5109621.500000 Penalty: 5020.661621
	Iteration 56Q: 3 clusters Score -5109622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5109618.500000 Penalty: 5020.661621
	Iteration 57Q: 3 clusters Score -5109618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5109619.000000 Penalty: 5020.661621
	Iteration 58Q: 3 clusters Score -5109619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5109619.500000 Penalty: 5020.661621
	Iteration 59Q: 3 clusters Score -5109620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5109622.500000 Penalty: 5020.661621
	Iteration 60F: 3 clusters Score -5109622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5109621.500000 Penalty: 5020.661621
	Iteration 61Q: 3 clusters Score -5109622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5109609.500000 Penalty: 5020.661621
	Iteration 62Q: 3 clusters Score -5109610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -5109607.000000 Penalty: 5020.661621
	Iteration 63Q: 3 clusters Score -5109607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5109613.000000 Penalty: 5020.661621
	Iteration 64Q: 3 clusters Score -5109613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5109623.500000 Penalty: 5020.661621
	Iteration 65Q: 3 clusters Score -5109624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5109620.000000 Penalty: 5020.661621
	Iteration 66Q: 3 clusters Score -5109620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5109621.500000 Penalty: 5020.661621
	Iteration 67Q: 3 clusters Score -5109622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5109622.000000 Penalty: 5020.661621
	Iteration 68Q: 3 clusters Score -5109622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -5109622.000000 Penalty: 5020.661621
	Iteration 69F: 3 clusters Score -5109622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Entering Unmasked Estep 
Score: -6570514.500000 Penalty: 2591.137451
	Iteration 0F: 2 clusters Score -6570514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6548447.000000 Penalty: 5182.274902
	Iteration 0F: 3 clusters Score -6548447 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6557055.000000 Penalty: 5182.274902
	Iteration 1F: 3 clusters Score -6557055 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6557627.500000 Penalty: 5182.274902
	Iteration 2Q: 3 clusters Score -6557628 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6558311.000000 Penalty: 5182.274902
	Iteration 3Q: 3 clusters Score -6558311 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -6559136.000000 Penalty: 5182.274902
	Iteration 4Q: 3 clusters Score -6559136 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -6560077.000000 Penalty: 5182.274902
	Iteration 5F: 3 clusters Score -6560077 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -6561140.000000 Penalty: 5182.274902
	Iteration 6F: 3 clusters Score -6561140 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -6562161.000000 Penalty: 5182.274902
	Iteration 7F: 3 clusters Score -6562161 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -6563039.500000 Penalty: 5182.274902
	Iteration 8F: 3 clusters Score -6563040 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -6563842.000000 Penalty: 5182.274902
	Iteration 9Q: 3 clusters Score -6563842 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -6564712.500000 Penalty: 5182.274902
	Iteration 10Q: 3 clusters Score -6564712 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -6565636.000000 Penalty: 5182.274902
	Iteration 11Q: 3 clusters Score -6565636 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -6566564.500000 Penalty: 5182.274902
	Iteration 12Q: 3 clusters Score -6566564 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -6567495.000000 Penalty: 5182.274902
	Iteration 13Q: 3 clusters Score -6567495 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6568105.500000 Penalty: 5182.274902
	Iteration 14Q: 3 clusters Score -6568106 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -6568401.000000 Penalty: 5182.274902
	Iteration 15Q: 3 clusters Score -6568401 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -6568530.500000 Penalty: 5182.274902
	Iteration 16Q: 3 clusters Score -6568530 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -6568592.500000 Penalty: 5182.274902
	Iteration 17Q: 3 clusters Score -6568592 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -6568631.000000 Penalty: 5182.274902
	Iteration 18Q: 3 clusters Score -6568631 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -6568662.500000 Penalty: 5182.274902
	Iteration 19Q: 3 clusters Score -6568662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6568664.000000 Penalty: 5182.274902
	Iteration 20F: 3 clusters Score -6568664 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6568699.500000 Penalty: 5182.274902
	Iteration 21Q: 3 clusters Score -6568700 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -6568702.000000 Penalty: 5182.274902
	Iteration 22Q: 3 clusters Score -6568702 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6568734.000000 Penalty: 5182.274902
	Iteration 23Q: 3 clusters Score -6568734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6568747.000000 Penalty: 5182.274902
	Iteration 24Q: 3 clusters Score -6568747 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -6568744.500000 Penalty: 5182.274902
	Iteration 25Q: 3 clusters Score -6568744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6568756.500000 Penalty: 5182.274902
	Iteration 26Q: 3 clusters Score -6568756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6568762.500000 Penalty: 5182.274902
	Iteration 27Q: 3 clusters Score -6568762 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6568764.500000 Penalty: 5182.274902
	Iteration 28Q: 3 clusters Score -6568764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6568751.500000 Penalty: 5182.274902
	Iteration 29Q: 3 clusters Score -6568752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6568732.000000 Penalty: 5182.274902
	Iteration 30Q: 3 clusters Score -6568732 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6568719.500000 Penalty: 5182.274902
	Iteration 31Q: 3 clusters Score -6568720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6568712.000000 Penalty: 5182.274902
	Iteration 32Q: 3 clusters Score -6568712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6568748.000000 Penalty: 5182.274902
	Iteration 33Q: 3 clusters Score -6568748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6568752.500000 Penalty: 5182.274902
	Iteration 34Q: 3 clusters Score -6568752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6568732.000000 Penalty: 5182.274902
	Iteration 35Q: 3 clusters Score -6568732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6568740.500000 Penalty: 5182.274902
	Iteration 36Q: 3 clusters Score -6568740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6568725.500000 Penalty: 5182.274902
	Iteration 37Q: 3 clusters Score -6568726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6568752.000000 Penalty: 5182.274902
	Iteration 38Q: 3 clusters Score -6568752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -6568722.500000 Penalty: 5182.274902
	Iteration 39Q: 3 clusters Score -6568722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6568723.000000 Penalty: 5182.274902
	Iteration 40F: 3 clusters Score -6568723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6568734.000000 Penalty: 5182.274902
	Iteration 41Q: 3 clusters Score -6568734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6568756.000000 Penalty: 5182.274902
	Iteration 42Q: 3 clusters Score -6568756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6568758.000000 Penalty: 5182.274902
	Iteration 43Q: 3 clusters Score -6568758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6568748.500000 Penalty: 5182.274902
	Iteration 44Q: 3 clusters Score -6568748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6568770.500000 Penalty: 5182.274902
	Iteration 45Q: 3 clusters Score -6568770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6568767.000000 Penalty: 5182.274902
	Iteration 46Q: 3 clusters Score -6568767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -6568765.500000 Penalty: 5182.274902
	Iteration 47Q: 3 clusters Score -6568766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6568775.500000 Penalty: 5182.274902
	Iteration 48Q: 3 clusters Score -6568776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6568776.000000 Penalty: 5182.274902
	Iteration 49Q: 3 clusters Score -6568776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -6568776.000000 Penalty: 5182.274902
	Iteration 50Q: 3 clusters Score -6568776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6568781.500000 Penalty: 5182.274902
	Iteration 51Q: 3 clusters Score -6568782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6568789.000000 Penalty: 5182.274902
	Iteration 52Q: 3 clusters Score -6568789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6568787.000000 Penalty: 5182.274902
	Iteration 53Q: 3 clusters Score -6568787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6568793.500000 Penalty: 5182.274902
	Iteration 54Q: 3 clusters Score -6568794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6568789.500000 Penalty: 5182.274902
	Iteration 55Q: 3 clusters Score -6568790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6568790.000000 Penalty: 5182.274902
	Iteration 56Q: 3 clusters Score -6568790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6568792.000000 Penalty: 5182.274902
	Iteration 57Q: 3 clusters Score -6568792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6568787.500000 Penalty: 5182.274902
	Iteration 58Q: 3 clusters Score -6568788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6568797.500000 Penalty: 5182.274902
	Iteration 59Q: 3 clusters Score -6568798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6568793.500000 Penalty: 5182.274902
	Iteration 60F: 3 clusters Score -6568794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6568790.500000 Penalty: 5182.274902
	Iteration 61Q: 3 clusters Score -6568790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6568797.500000 Penalty: 5182.274902
	Iteration 62Q: 3 clusters Score -6568798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6568805.000000 Penalty: 5182.274902
	Iteration 63Q: 3 clusters Score -6568805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -6568800.000000 Penalty: 5182.274902
	Iteration 64Q: 3 clusters Score -6568800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6568800.500000 Penalty: 5182.274902
	Iteration 65Q: 3 clusters Score -6568800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6568797.000000 Penalty: 5182.274902
	Iteration 66Q: 3 clusters Score -6568797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6568809.000000 Penalty: 5182.274902
	Iteration 67Q: 3 clusters Score -6568809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6568809.000000 Penalty: 5182.274902
	Iteration 68F: 3 clusters Score -6568809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Entering Unmasked Estep 
Score: -7891463.500000 Penalty: 2634.735596
	Iteration 0F: 2 clusters Score -7891464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7866341.000000 Penalty: 5269.471191
	Iteration 0F: 3 clusters Score -7866341 nChanged 18655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7876413.000000 Penalty: 5269.471191
	Iteration 1F: 3 clusters Score -7876413 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -7876798.000000 Penalty: 5269.471191
	Iteration 2Q: 3 clusters Score -7876798 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7877179.000000 Penalty: 5269.471191
	Iteration 3Q: 3 clusters Score -7877179 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -7877515.500000 Penalty: 5269.471191
	Iteration 4Q: 3 clusters Score -7877516 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -7877896.000000 Penalty: 5269.471191
	Iteration 5Q: 3 clusters Score -7877896 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -7878370.500000 Penalty: 5269.471191
	Iteration 6Q: 3 clusters Score -7878370 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -7879038.500000 Penalty: 5269.471191
	Iteration 7Q: 3 clusters Score -7879038 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -7879998.000000 Penalty: 5269.471191
	Iteration 8Q: 3 clusters Score -7879998 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -7881195.000000 Penalty: 5269.471191
	Iteration 9F: 3 clusters Score -7881195 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -7882564.500000 Penalty: 5269.471191
	Iteration 10Q: 3 clusters Score -7882564 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -7883910.500000 Penalty: 5269.471191
	Iteration 11Q: 3 clusters Score -7883910 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -7885061.500000 Penalty: 5269.471191
	Iteration 12Q: 3 clusters Score -7885062 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -7885937.500000 Penalty: 5269.471191
	Iteration 13Q: 3 clusters Score -7885938 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -7886510.000000 Penalty: 5269.471191
	Iteration 14Q: 3 clusters Score -7886510 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -7886939.000000 Penalty: 5269.471191
	Iteration 15Q: 3 clusters Score -7886939 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -7887224.000000 Penalty: 5269.471191
	Iteration 16Q: 3 clusters Score -7887224 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7887335.000000 Penalty: 5269.471191
	Iteration 17Q: 3 clusters Score -7887335 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7887462.500000 Penalty: 5269.471191
	Iteration 18Q: 3 clusters Score -7887462 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -7887544.500000 Penalty: 5269.471191
	Iteration 19Q: 3 clusters Score -7887544 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -7887624.000000 Penalty: 5269.471191
	Iteration 20F: 3 clusters Score -7887624 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -7887761.000000 Penalty: 5269.471191
	Iteration 21Q: 3 clusters Score -7887761 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -7887811.000000 Penalty: 5269.471191
	Iteration 22Q: 3 clusters Score -7887811 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -7887930.000000 Penalty: 5269.471191
	Iteration 23Q: 3 clusters Score -7887930 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -7888000.000000 Penalty: 5269.471191
	Iteration 24Q: 3 clusters Score -7888000 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -7888086.000000 Penalty: 5269.471191
	Iteration 25Q: 3 clusters Score -7888086 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -7888110.500000 Penalty: 5269.471191
	Iteration 26Q: 3 clusters Score -7888110 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -7888202.000000 Penalty: 5269.471191
	Iteration 27Q: 3 clusters Score -7888202 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -7888266.500000 Penalty: 5269.471191
	Iteration 28Q: 3 clusters Score -7888266 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -7888337.500000 Penalty: 5269.471191
	Iteration 29Q: 3 clusters Score -7888338 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -7888424.500000 Penalty: 5269.471191
	Iteration 30Q: 3 clusters Score -7888424 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -7888530.000000 Penalty: 5269.471191
	Iteration 31Q: 3 clusters Score -7888530 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -7888587.000000 Penalty: 5269.471191
	Iteration 32Q: 3 clusters Score -7888587 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -7888597.500000 Penalty: 5269.471191
	Iteration 33Q: 3 clusters Score -7888598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -7888631.500000 Penalty: 5269.471191
	Iteration 34Q: 3 clusters Score -7888632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7888626.000000 Penalty: 5269.471191
	Iteration 35Q: 3 clusters Score -7888626 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -7888626.500000 Penalty: 5269.471191
	Iteration 36Q: 3 clusters Score -7888626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7888641.500000 Penalty: 5269.471191
	Iteration 37Q: 3 clusters Score -7888642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -7888664.500000 Penalty: 5269.471191
	Iteration 38Q: 3 clusters Score -7888664 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -7888669.500000 Penalty: 5269.471191
	Iteration 39Q: 3 clusters Score -7888670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -7888706.500000 Penalty: 5269.471191
	Iteration 40F: 3 clusters Score -7888706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -7888736.000000 Penalty: 5269.471191
	Iteration 41Q: 3 clusters Score -7888736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -7888778.500000 Penalty: 5269.471191
	Iteration 42Q: 3 clusters Score -7888778 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -7888777.000000 Penalty: 5269.471191
	Iteration 43Q: 3 clusters Score -7888777 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -7888767.000000 Penalty: 5269.471191
	Iteration 44Q: 3 clusters Score -7888767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -7888775.000000 Penalty: 5269.471191
	Iteration 45Q: 3 clusters Score -7888775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -7888779.000000 Penalty: 5269.471191
	Iteration 46Q: 3 clusters Score -7888779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -7888768.500000 Penalty: 5269.471191
	Iteration 47Q: 3 clusters Score -7888768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -7888774.000000 Penalty: 5269.471191
	Iteration 48Q: 3 clusters Score -7888774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -7888763.500000 Penalty: 5269.471191
	Iteration 49Q: 3 clusters Score -7888764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -7888766.500000 Penalty: 5269.471191
	Iteration 50Q: 3 clusters Score -7888766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -7888779.500000 Penalty: 5269.471191
	Iteration 51Q: 3 clusters Score -7888780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -7888785.500000 Penalty: 5269.471191
	Iteration 52Q: 3 clusters Score -7888786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -7888772.500000 Penalty: 5269.471191
	Iteration 53Q: 3 clusters Score -7888772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -7888777.000000 Penalty: 5269.471191
	Iteration 54Q: 3 clusters Score -7888777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -7888782.500000 Penalty: 5269.471191
	Iteration 55Q: 3 clusters Score -7888782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -7888784.500000 Penalty: 5269.471191
	Iteration 56Q: 3 clusters Score -7888784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7888780.000000 Penalty: 5269.471191
	Iteration 57Q: 3 clusters Score -7888780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7888781.500000 Penalty: 5269.471191
	Iteration 58Q: 3 clusters Score -7888782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7888787.500000 Penalty: 5269.471191
	Iteration 59Q: 3 clusters Score -7888788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -7888778.500000 Penalty: 5269.471191
	Iteration 60F: 3 clusters Score -7888778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -7888780.000000 Penalty: 5269.471191
	Iteration 61Q: 3 clusters Score -7888780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -7888774.500000 Penalty: 5269.471191
	Iteration 62Q: 3 clusters Score -7888774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -7888779.000000 Penalty: 5269.471191
	Iteration 63Q: 3 clusters Score -7888779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -7888794.500000 Penalty: 5269.471191
	Iteration 64Q: 3 clusters Score -7888794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -7888786.500000 Penalty: 5269.471191
	Iteration 65Q: 3 clusters Score -7888786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -7888783.500000 Penalty: 5269.471191
	Iteration 66Q: 3 clusters Score -7888784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -7888791.500000 Penalty: 5269.471191
	Iteration 67Q: 3 clusters Score -7888792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -7888794.500000 Penalty: 5269.471191
	Iteration 68Q: 3 clusters Score -7888794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -7888796.500000 Penalty: 5269.471191
	Iteration 69Q: 3 clusters Score -7888796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -7888803.500000 Penalty: 5269.471191
	Iteration 70Q: 3 clusters Score -7888804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -7888797.500000 Penalty: 5269.471191
	Iteration 71Q: 3 clusters Score -7888798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7888801.000000 Penalty: 5269.471191
	Iteration 72Q: 3 clusters Score -7888801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -7888796.000000 Penalty: 5269.471191
	Iteration 73Q: 3 clusters Score -7888796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -7888787.500000 Penalty: 5269.471191
	Iteration 74Q: 3 clusters Score -7888788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -7888787.000000 Penalty: 5269.471191
	Iteration 75Q: 3 clusters Score -7888787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -7888789.500000 Penalty: 5269.471191
	Iteration 76Q: 3 clusters Score -7888790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7888790.000000 Penalty: 5269.471191
	Iteration 77Q: 3 clusters Score -7888790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7888790.000000 Penalty: 5269.471191
	Iteration 78F: 3 clusters Score -7888790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135187.062500 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135187.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135422.312500 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135422.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -135506.984375 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135563.437500 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135563.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135647.031250 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -135760.312500 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135760.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135856.796875 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135856.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135921.625000 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135921.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135972.953125 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -135973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136019.421875 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136019.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -136051.578125 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136051.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -136067.968750 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -136079.468750 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136090.859375 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136090.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -136106.062500 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136127.421875 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136128.890625 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136130.203125 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136131.750000 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136131.750000 Penalty: 3293.378418
	Iteration 19F: 3 clusters Score -136131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Entering Unmasked Estep 
Score: -5813097.500000 Penalty: 2557.404541
	Iteration 0F: 2 clusters Score -5813098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5793927.500000 Penalty: 5114.809082
	Iteration 0F: 3 clusters Score -5793928 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5801252.000000 Penalty: 5114.809082
	Iteration 1F: 3 clusters Score -5801252 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -5801662.500000 Penalty: 5114.809082
	Iteration 2Q: 3 clusters Score -5801662 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5802157.000000 Penalty: 5114.809082
	Iteration 3Q: 3 clusters Score -5802157 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5802692.000000 Penalty: 5114.809082
	Iteration 4Q: 3 clusters Score -5802692 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -5803389.500000 Penalty: 5114.809082
	Iteration 5Q: 3 clusters Score -5803390 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5804226.000000 Penalty: 5114.809082
	Iteration 6Q: 3 clusters Score -5804226 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5805194.500000 Penalty: 5114.809082
	Iteration 7Q: 3 clusters Score -5805194 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -5806277.500000 Penalty: 5114.809082
	Iteration 8F: 3 clusters Score -5806278 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5807271.000000 Penalty: 5114.809082
	Iteration 9Q: 3 clusters Score -5807271 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5808091.500000 Penalty: 5114.809082
	Iteration 10Q: 3 clusters Score -5808092 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5808726.000000 Penalty: 5114.809082
	Iteration 11Q: 3 clusters Score -5808726 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5809202.000000 Penalty: 5114.809082
	Iteration 12Q: 3 clusters Score -5809202 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5809592.500000 Penalty: 5114.809082
	Iteration 13Q: 3 clusters Score -5809592 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5809877.000000 Penalty: 5114.809082
	Iteration 14Q: 3 clusters Score -5809877 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -5810018.500000 Penalty: 5114.809082
	Iteration 15Q: 3 clusters Score -5810018 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -5810119.500000 Penalty: 5114.809082
	Iteration 16Q: 3 clusters Score -5810120 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5810183.500000 Penalty: 5114.809082
	Iteration 17Q: 3 clusters Score -5810184 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -5810264.000000 Penalty: 5114.809082
	Iteration 18Q: 3 clusters Score -5810264 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5810333.500000 Penalty: 5114.809082
	Iteration 19Q: 3 clusters Score -5810334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5810373.500000 Penalty: 5114.809082
	Iteration 20F: 3 clusters Score -5810374 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5810434.500000 Penalty: 5114.809082
	Iteration 21Q: 3 clusters Score -5810434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5810514.500000 Penalty: 5114.809082
	Iteration 22Q: 3 clusters Score -5810514 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5810554.000000 Penalty: 5114.809082
	Iteration 23Q: 3 clusters Score -5810554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5810581.000000 Penalty: 5114.809082
	Iteration 24Q: 3 clusters Score -5810581 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -5810608.500000 Penalty: 5114.809082
	Iteration 25Q: 3 clusters Score -5810608 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5810660.500000 Penalty: 5114.809082
	Iteration 26Q: 3 clusters Score -5810660 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -5810706.500000 Penalty: 5114.809082
	Iteration 27Q: 3 clusters Score -5810706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5810725.000000 Penalty: 5114.809082
	Iteration 28Q: 3 clusters Score -5810725 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5810762.500000 Penalty: 5114.809082
	Iteration 29Q: 3 clusters Score -5810762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -5810792.500000 Penalty: 5114.809082
	Iteration 30Q: 3 clusters Score -5810792 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5810815 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5810841 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5810857 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5810874 nChanged 108
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Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5810896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5810898 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5810906 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5810909 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5810916.500000 Penalty: 5114.809082
	Iteration 39Q: 3 clusters Score -5810916 nChanged 88
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5810922.000000 Penalty: 5114.809082
	Iteration 40F: 3 clusters Score -5810922 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5810935 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5810932 nChanged 77
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Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5810934 nChanged 83
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Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5810934 nChanged 78
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Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5810938 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5810944 nChanged 41
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Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5810954 nChanged 36
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Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5810957 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5810968 nChanged 35
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Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5810970 nChanged 31
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5810970 nChanged 31
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Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5810972 nChanged 22
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Mstep: Class 1 contains 4452 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5810984 nChanged 22
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Mstep: Class 1 contains 4440 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5810992 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4419 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5810982 nChanged 31
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5810982 nChanged 30
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Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5810987 nChanged 35
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Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5810977 nChanged 24
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Mstep: Class 1 contains 4315 members 
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	Iteration 59Q: 3 clusters Score -5810990 nChanged 30
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5810970 nChanged 31
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5810984 nChanged 29
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Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5810966 nChanged 28
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5810980 nChanged 32
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Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5810976 nChanged 30
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Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5810982 nChanged 28
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5810990 nChanged 20
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Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5810988 nChanged 17
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Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5810990 nChanged 14
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5810988 nChanged 11
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Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5810978 nChanged 15
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Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5810988 nChanged 14
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5810988 nChanged 13
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 26002 members 
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	Iteration 73Q: 3 clusters Score -5810984 nChanged 13
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Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 26013 members 
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	Iteration 74Q: 3 clusters Score -5810986 nChanged 13
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Mstep: Class 1 contains 4081 members 
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	Iteration 75Q: 3 clusters Score -5810988 nChanged 11
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Mstep: Class 1 contains 4072 members 
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	Iteration 76Q: 3 clusters Score -5810984 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 26028 members 
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	Iteration 77Q: 3 clusters Score -5810990 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4061 members 
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	Iteration 78Q: 3 clusters Score -5810988 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5810986 nChanged 6
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Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 26044 members 
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	Iteration 80F: 3 clusters Score -5810984 nChanged 6
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Mstep: Class 1 contains 4049 members 
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	Iteration 81Q: 3 clusters Score -5810987 nChanged 4
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Mstep: Class 1 contains 4047 members 
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	Iteration 82Q: 3 clusters Score -5810991 nChanged 7
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Mstep: Class 1 contains 4042 members 
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	Iteration 83Q: 3 clusters Score -5810989 nChanged 4
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Mstep: Class 1 contains 4038 members 
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	Iteration 84Q: 3 clusters Score -5810986 nChanged 1
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Mstep: Class 1 contains 4037 members 
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	Iteration 85Q: 3 clusters Score -5810978 nChanged 3
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Mstep: Class 1 contains 4034 members 
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	Iteration 86Q: 3 clusters Score -5810974 nChanged 6
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Mstep: Class 1 contains 4030 members 
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	Iteration 87Q: 3 clusters Score -5810974 nChanged 6
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Mstep: Class 1 contains 4024 members 
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	Iteration 88Q: 3 clusters Score -5810979 nChanged 7
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 26076 members 
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	Iteration 89Q: 3 clusters Score -5810980 nChanged 9
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Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 26085 members 
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	Iteration 90Q: 3 clusters Score -5810981 nChanged 10
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Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 26093 members 
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	Iteration 91Q: 3 clusters Score -5810970 nChanged 9
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 26100 members 
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	Iteration 92Q: 3 clusters Score -5810977 nChanged 7
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Mstep: Class 1 contains 3988 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5810972 nChanged 9
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Mstep: Class 1 contains 3979 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5810977 nChanged 8
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Mstep: Class 1 contains 3971 members 
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	Iteration 95Q: 3 clusters Score -5810981 nChanged 6
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Mstep: Class 1 contains 3967 members 
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	Iteration 96Q: 3 clusters Score -5810985 nChanged 3
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Mstep: Class 1 contains 3964 members 
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	Iteration 97Q: 3 clusters Score -5810975 nChanged 8
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Mstep: Class 1 contains 3956 members 
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	Iteration 98Q: 3 clusters Score -5810979 nChanged 11
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Mstep: Class 1 contains 3947 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5810990 nChanged 10
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Mstep: Class 1 contains 3943 members 
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	Iteration 100F: 3 clusters Score -5810986 nChanged 9
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Mstep: Class 1 contains 3940 members 
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	Iteration 101Q: 3 clusters Score -5810990 nChanged 7
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	Iteration 102Q: 3 clusters Score -5810990 nChanged 4
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	Iteration 103Q: 3 clusters Score -5810991 nChanged 1
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	Iteration 104Q: 3 clusters Score -5810993 nChanged 2
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	Iteration 105Q: 3 clusters Score -5810994 nChanged 1
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	Iteration 106Q: 3 clusters Score -5810988 nChanged 1
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	Iteration 107Q: 3 clusters Score -5810988 nChanged 1
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	Iteration 108Q: 3 clusters Score -5810992 nChanged 2
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	Iteration 109Q: 3 clusters Score -5810992 nChanged 4
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	Iteration 110Q: 3 clusters Score -5810988 nChanged 3
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	Iteration 111Q: 3 clusters Score -5810982 nChanged 9
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	Iteration 112Q: 3 clusters Score -5810998 nChanged 11
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Mstep: Class 1 contains 3908 members 
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	Iteration 113Q: 3 clusters Score -5810994 nChanged 9
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	Iteration 114Q: 3 clusters Score -5810992 nChanged 15
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Mstep: Class 1 contains 3894 members 
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	Iteration 115Q: 3 clusters Score -5810994 nChanged 9
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	Iteration 116Q: 3 clusters Score -5810988 nChanged 10
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	Iteration 117Q: 3 clusters Score -5810986 nChanged 14
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	Iteration 118Q: 3 clusters Score -5810982 nChanged 17
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	Iteration 119Q: 3 clusters Score -5810988 nChanged 26
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	Iteration 120F: 3 clusters Score -5810988 nChanged 21
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	Iteration 121Q: 3 clusters Score -5810986 nChanged 28
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	Iteration 122Q: 3 clusters Score -5810980 nChanged 24
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	Iteration 123Q: 3 clusters Score -5810988 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5810988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5810982 nChanged 12
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5810990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5810989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5810986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5810994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5810996 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5810998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5810997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5810998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5811000 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5811008 nChanged 16
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Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5810998 nChanged 26
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Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5811006 nChanged 20
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Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5810996 nChanged 32
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Mstep: Class 1 contains 3561 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5810982 nChanged 33
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Mstep: Class 1 contains 3534 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5810984 nChanged 35
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5810986 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5810994 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5811003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5810996 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5811000 nChanged 37
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5810989 nChanged 46
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Mstep: Class 1 contains 3320 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5810985 nChanged 41
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Mstep: Class 1 contains 3287 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5810991 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5810985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5810984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5810986 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5810994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5810988 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5810986 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3095 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5810988 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5810998 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5811004 nChanged 37
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Mstep: Class 1 contains 3009 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5811009 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2983 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5811004 nChanged 44
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Mstep: Class 1 contains 2953 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5810998 nChanged 32
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Mstep: Class 1 contains 2925 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5811003 nChanged 31
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Mstep: Class 1 contains 2902 members 
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Entering Unmasked Estep 
Score: -5811016.000000 Penalty: 5114.809082
	Iteration 162Q: 3 clusters Score -5811016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5811027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5811033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5811034 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2798 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5811030 nChanged 27
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Mstep: Class 1 contains 2773 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5811030 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2745 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -5811034 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2722 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5811039 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2700 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5811041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5811031 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5811042 nChanged 35
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5811047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5811034 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2564 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5811042 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2540 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5811050 nChanged 33
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Mstep: Class 1 contains 2511 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5811050 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2479 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5811049 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2454 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5811056 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2432 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5811054 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2405 members 
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	Iteration 181Q: 3 clusters Score -5811061 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2372 members 
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	Iteration 182Q: 3 clusters Score -5811068 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2344 members 
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	Iteration 183Q: 3 clusters Score -5811064 nChanged 39
Entering Unmasked Mstep 
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	Iteration 184Q: 3 clusters Score -5811060 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5811063 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2264 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5811070 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2241 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5811062 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2222 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5811072 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2192 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5811078 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5811084 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5811098 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5811086 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2092 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5811099 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 28030 members 
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Score: -5811111.000000 Penalty: 5114.809082
	Iteration 194Q: 3 clusters Score -5811111 nChanged 33
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Mstep: Class 1 contains 2036 members 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5811104 nChanged 30
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Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5811121.000000 Penalty: 5114.809082
	Iteration 196Q: 3 clusters Score -5811121 nChanged 27
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Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5811115.000000 Penalty: 5114.809082
	Iteration 197Q: 3 clusters Score -5811115 nChanged 24
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Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5811105 nChanged 20
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5811109 nChanged 14
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5811110 nChanged 15
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5811107.000000 Penalty: 5114.809082
	Iteration 201Q: 3 clusters Score -5811107 nChanged 11
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Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 28176 members 
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	Iteration 202Q: 3 clusters Score -5811114 nChanged 12
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Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5811118 nChanged 13
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Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 28189 members 
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	Iteration 204Q: 3 clusters Score -5811111 nChanged 13
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Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5811108 nChanged 16
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Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5811116 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -5811134.000000 Penalty: 5114.809082
	Iteration 207Q: 3 clusters Score -5811134 nChanged 18
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Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5811128 nChanged 19
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Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -5811140.500000 Penalty: 5114.809082
	Iteration 209Q: 3 clusters Score -5811140 nChanged 27
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Mstep: Class 1 contains 1821 members 
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Entering Unmasked Estep 
Score: -5811146.500000 Penalty: 5114.809082
	Iteration 210Q: 3 clusters Score -5811146 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5811144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -5811149.000000 Penalty: 5114.809082
	Iteration 212Q: 3 clusters Score -5811149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5811156.000000 Penalty: 5114.809082
	Iteration 213Q: 3 clusters Score -5811156 nChanged 18
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Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5811148 nChanged 18
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Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -5811150.500000 Penalty: 5114.809082
	Iteration 215Q: 3 clusters Score -5811150 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5811154.500000 Penalty: 5114.809082
	Iteration 216Q: 3 clusters Score -5811154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5811153.000000 Penalty: 5114.809082
	Iteration 217Q: 3 clusters Score -5811153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5811153.500000 Penalty: 5114.809082
	Iteration 218Q: 3 clusters Score -5811154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5811138.500000 Penalty: 5114.809082
	Iteration 219Q: 3 clusters Score -5811138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5811143.000000 Penalty: 5114.809082
	Iteration 220F: 3 clusters Score -5811143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5811139.500000 Penalty: 5114.809082
	Iteration 221Q: 3 clusters Score -5811140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5811147.000000 Penalty: 5114.809082
	Iteration 222Q: 3 clusters Score -5811147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5811139.000000 Penalty: 5114.809082
	Iteration 223Q: 3 clusters Score -5811139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5811135.500000 Penalty: 5114.809082
	Iteration 224Q: 3 clusters Score -5811136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -5811145.500000 Penalty: 5114.809082
	Iteration 225Q: 3 clusters Score -5811146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -5811153.500000 Penalty: 5114.809082
	Iteration 226Q: 3 clusters Score -5811154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -5811155.500000 Penalty: 5114.809082
	Iteration 227Q: 3 clusters Score -5811156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5811161.500000 Penalty: 5114.809082
	Iteration 228Q: 3 clusters Score -5811162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5811172.000000 Penalty: 5114.809082
	Iteration 229Q: 3 clusters Score -5811172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -5811167.000000 Penalty: 5114.809082
	Iteration 230Q: 3 clusters Score -5811167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5811166.000000 Penalty: 5114.809082
	Iteration 231Q: 3 clusters Score -5811166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5811169.500000 Penalty: 5114.809082
	Iteration 232Q: 3 clusters Score -5811170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5811170.500000 Penalty: 5114.809082
	Iteration 233Q: 3 clusters Score -5811170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5811172.500000 Penalty: 5114.809082
	Iteration 234Q: 3 clusters Score -5811172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -5811168.500000 Penalty: 5114.809082
	Iteration 235Q: 3 clusters Score -5811168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5811173.000000 Penalty: 5114.809082
	Iteration 236Q: 3 clusters Score -5811173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -5811168.000000 Penalty: 5114.809082
	Iteration 237Q: 3 clusters Score -5811168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5811163.000000 Penalty: 5114.809082
	Iteration 238Q: 3 clusters Score -5811163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -5811166.500000 Penalty: 5114.809082
	Iteration 239Q: 3 clusters Score -5811166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5811162.000000 Penalty: 5114.809082
	Iteration 240F: 3 clusters Score -5811162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5811160.500000 Penalty: 5114.809082
	Iteration 241Q: 3 clusters Score -5811160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -5811161.500000 Penalty: 5114.809082
	Iteration 242Q: 3 clusters Score -5811162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -5811172.000000 Penalty: 5114.809082
	Iteration 243Q: 3 clusters Score -5811172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5811176.500000 Penalty: 5114.809082
	Iteration 244Q: 3 clusters Score -5811176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5811171.500000 Penalty: 5114.809082
	Iteration 245Q: 3 clusters Score -5811172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -5811181.000000 Penalty: 5114.809082
	Iteration 246Q: 3 clusters Score -5811181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5811187.500000 Penalty: 5114.809082
	Iteration 247Q: 3 clusters Score -5811188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5811185.000000 Penalty: 5114.809082
	Iteration 248Q: 3 clusters Score -5811185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5811182.500000 Penalty: 5114.809082
	Iteration 249Q: 3 clusters Score -5811182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5811187.000000 Penalty: 5114.809082
	Iteration 250Q: 3 clusters Score -5811187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -5811200.500000 Penalty: 5114.809082
	Iteration 251Q: 3 clusters Score -5811200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -5811211.500000 Penalty: 5114.809082
	Iteration 252Q: 3 clusters Score -5811212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5811215.000000 Penalty: 5114.809082
	Iteration 253Q: 3 clusters Score -5811215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -5811211.500000 Penalty: 5114.809082
	Iteration 254Q: 3 clusters Score -5811212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -5811215.000000 Penalty: 5114.809082
	Iteration 255Q: 3 clusters Score -5811215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5811220.000000 Penalty: 5114.809082
	Iteration 256Q: 3 clusters Score -5811220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -5811226.000000 Penalty: 5114.809082
	Iteration 257Q: 3 clusters Score -5811226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -5811225.500000 Penalty: 5114.809082
	Iteration 258Q: 3 clusters Score -5811226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -5811230.000000 Penalty: 5114.809082
	Iteration 259Q: 3 clusters Score -5811230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5811228.500000 Penalty: 5114.809082
	Iteration 260F: 3 clusters Score -5811228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5811233.000000 Penalty: 5114.809082
	Iteration 261Q: 3 clusters Score -5811233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5811235.500000 Penalty: 5114.809082
	Iteration 262Q: 3 clusters Score -5811236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5811231.000000 Penalty: 5114.809082
	Iteration 263Q: 3 clusters Score -5811231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5811225.500000 Penalty: 5114.809082
	Iteration 264Q: 3 clusters Score -5811226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5811230.000000 Penalty: 5114.809082
	Iteration 265Q: 3 clusters Score -5811230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5811231.500000 Penalty: 5114.809082
	Iteration 266Q: 3 clusters Score -5811232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5811229.500000 Penalty: 5114.809082
	Iteration 267Q: 3 clusters Score -5811230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -5811229.500000 Penalty: 5114.809082
	Iteration 268F: 3 clusters Score -5811230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Entering Unmasked Estep 
Score: -4172305.500000 Penalty: 2458.188721
	Iteration 0F: 2 clusters Score -4172306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -4159848.250000 Penalty: 4916.377441
	Iteration 0F: 3 clusters Score -4159848 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4164621.000000 Penalty: 4916.377441
	Iteration 1F: 3 clusters Score -4164621 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -4164980.500000 Penalty: 4916.377441
	Iteration 2F: 3 clusters Score -4164980 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4165263.250000 Penalty: 4916.377441
	Iteration 3Q: 3 clusters Score -4165263 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4165489.500000 Penalty: 4916.377441
	Iteration 4Q: 3 clusters Score -4165490 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4165663.250000 Penalty: 4916.377441
	Iteration 5Q: 3 clusters Score -4165663 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -4165799.250000 Penalty: 4916.377441
	Iteration 6Q: 3 clusters Score -4165799 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4165947.000000 Penalty: 4916.377441
	Iteration 7Q: 3 clusters Score -4165947 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4166079.000000 Penalty: 4916.377441
	Iteration 8Q: 3 clusters Score -4166079 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4166148.500000 Penalty: 4916.377441
	Iteration 9Q: 3 clusters Score -4166148 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4166229.000000 Penalty: 4916.377441
	Iteration 10Q: 3 clusters Score -4166229 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -4166319.500000 Penalty: 4916.377441
	Iteration 11Q: 3 clusters Score -4166320 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4166395.250000 Penalty: 4916.377441
	Iteration 12Q: 3 clusters Score -4166395 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4166542.250000 Penalty: 4916.377441
	Iteration 13Q: 3 clusters Score -4166542 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4166773.750000 Penalty: 4916.377441
	Iteration 14Q: 3 clusters Score -4166774 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4166937.250000 Penalty: 4916.377441
	Iteration 15Q: 3 clusters Score -4166937 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4167275.000000 Penalty: 4916.377441
	Iteration 16Q: 3 clusters Score -4167275 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4167550.500000 Penalty: 4916.377441
	Iteration 17Q: 3 clusters Score -4167550 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -4167897.250000 Penalty: 4916.377441
	Iteration 18Q: 3 clusters Score -4167897 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4168167.250000 Penalty: 4916.377441
	Iteration 19Q: 3 clusters Score -4168167 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4168408.250000 Penalty: 4916.377441
	Iteration 20F: 3 clusters Score -4168408 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4168548.250000 Penalty: 4916.377441
	Iteration 21Q: 3 clusters Score -4168548 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4168645.750000 Penalty: 4916.377441
	Iteration 22Q: 3 clusters Score -4168646 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4168705.000000 Penalty: 4916.377441
	Iteration 23Q: 3 clusters Score -4168705 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4168773.500000 Penalty: 4916.377441
	Iteration 24Q: 3 clusters Score -4168774 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4168807.500000 Penalty: 4916.377441
	Iteration 25Q: 3 clusters Score -4168808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4168828.250000 Penalty: 4916.377441
	Iteration 26Q: 3 clusters Score -4168828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4168852.000000 Penalty: 4916.377441
	Iteration 27Q: 3 clusters Score -4168852 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -4168860.250000 Penalty: 4916.377441
	Iteration 28Q: 3 clusters Score -4168860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -4168860.250000 Penalty: 4916.377441
	Iteration 29Q: 3 clusters Score -4168860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4168866.750000 Penalty: 4916.377441
	Iteration 30Q: 3 clusters Score -4168867 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4168854.500000 Penalty: 4916.377441
	Iteration 31Q: 3 clusters Score -4168854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -4168840.250000 Penalty: 4916.377441
	Iteration 32Q: 3 clusters Score -4168840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4168882.250000 Penalty: 4916.377441
	Iteration 33Q: 3 clusters Score -4168882 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4168928.250000 Penalty: 4916.377441
	Iteration 34Q: 3 clusters Score -4168928 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4169002.750000 Penalty: 4916.377441
	Iteration 35Q: 3 clusters Score -4169003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -4169039.750000 Penalty: 4916.377441
	Iteration 36Q: 3 clusters Score -4169040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4169068.000000 Penalty: 4916.377441
	Iteration 37Q: 3 clusters Score -4169068 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4169126.500000 Penalty: 4916.377441
	Iteration 38Q: 3 clusters Score -4169126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -4169192.750000 Penalty: 4916.377441
	Iteration 39Q: 3 clusters Score -4169193 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4169281.500000 Penalty: 4916.377441
	Iteration 40F: 3 clusters Score -4169282 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -4169299.750000 Penalty: 4916.377441
	Iteration 41Q: 3 clusters Score -4169300 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4169296.500000 Penalty: 4916.377441
	Iteration 42Q: 3 clusters Score -4169296 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4169345.000000 Penalty: 4916.377441
	Iteration 43Q: 3 clusters Score -4169345 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4169383.500000 Penalty: 4916.377441
	Iteration 44Q: 3 clusters Score -4169384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4169403.750000 Penalty: 4916.377441
	Iteration 45Q: 3 clusters Score -4169404 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4169436.000000 Penalty: 4916.377441
	Iteration 46Q: 3 clusters Score -4169436 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4169477.750000 Penalty: 4916.377441
	Iteration 47Q: 3 clusters Score -4169478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4169491.500000 Penalty: 4916.377441
	Iteration 48Q: 3 clusters Score -4169492 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4169579.250000 Penalty: 4916.377441
	Iteration 49Q: 3 clusters Score -4169579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4169633.000000 Penalty: 4916.377441
	Iteration 50Q: 3 clusters Score -4169633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4169759.500000 Penalty: 4916.377441
	Iteration 51Q: 3 clusters Score -4169760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4169767.750000 Penalty: 4916.377441
	Iteration 52Q: 3 clusters Score -4169768 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4169845.250000 Penalty: 4916.377441
	Iteration 53Q: 3 clusters Score -4169845 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4169946.750000 Penalty: 4916.377441
	Iteration 54Q: 3 clusters Score -4169947 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4169962.250000 Penalty: 4916.377441
	Iteration 55Q: 3 clusters Score -4169962 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4169935.250000 Penalty: 4916.377441
	Iteration 56Q: 3 clusters Score -4169935 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4169949.250000 Penalty: 4916.377441
	Iteration 57Q: 3 clusters Score -4169949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4169916.000000 Penalty: 4916.377441
	Iteration 58Q: 3 clusters Score -4169916 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4169902.750000 Penalty: 4916.377441
	Iteration 59Q: 3 clusters Score -4169903 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4170184.500000 Penalty: 4916.377441
	Iteration 60F: 3 clusters Score -4170184 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4170351.750000 Penalty: 4916.377441
	Iteration 61Q: 3 clusters Score -4170352 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -4170531.000000 Penalty: 4916.377441
	Iteration 62Q: 3 clusters Score -4170531 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -4170715.500000 Penalty: 4916.377441
	Iteration 63Q: 3 clusters Score -4170716 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4170895.000000 Penalty: 4916.377441
	Iteration 64Q: 3 clusters Score -4170895 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4170931.250000 Penalty: 4916.377441
	Iteration 65Q: 3 clusters Score -4170931 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4170854.500000 Penalty: 4916.377441
	Iteration 66Q: 3 clusters Score -4170854 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4170753.000000 Penalty: 4916.377441
	Iteration 67Q: 3 clusters Score -4170753 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -4170634.250000 Penalty: 4916.377441
	Iteration 68Q: 3 clusters Score -4170634 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4170560.500000 Penalty: 4916.377441
	Iteration 69Q: 3 clusters Score -4170560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4170423.750000 Penalty: 4916.377441
	Iteration 70Q: 3 clusters Score -4170424 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -4170324.250000 Penalty: 4916.377441
	Iteration 71Q: 3 clusters Score -4170324 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -4170199.000000 Penalty: 4916.377441
	Iteration 72Q: 3 clusters Score -4170199 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4170165.250000 Penalty: 4916.377441
	Iteration 73Q: 3 clusters Score -4170165 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4170165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4170107.750000 Penalty: 4916.377441
	Iteration 75Q: 3 clusters Score -4170108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4170135.750000 Penalty: 4916.377441
	Iteration 76Q: 3 clusters Score -4170136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4170128.000000 Penalty: 4916.377441
	Iteration 77Q: 3 clusters Score -4170128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4170121.500000 Penalty: 4916.377441
	Iteration 78Q: 3 clusters Score -4170122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4170130.750000 Penalty: 4916.377441
	Iteration 79Q: 3 clusters Score -4170131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4170348.000000 Penalty: 4916.377441
	Iteration 80F: 3 clusters Score -4170348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -4170377.250000 Penalty: 4916.377441
	Iteration 81Q: 3 clusters Score -4170377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4170402.250000 Penalty: 4916.377441
	Iteration 82Q: 3 clusters Score -4170402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4170371.750000 Penalty: 4916.377441
	Iteration 83Q: 3 clusters Score -4170372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4170362.750000 Penalty: 4916.377441
	Iteration 84Q: 3 clusters Score -4170363 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4170377.500000 Penalty: 4916.377441
	Iteration 85Q: 3 clusters Score -4170378 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4170366.000000 Penalty: 4916.377441
	Iteration 86Q: 3 clusters Score -4170366 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4170376.750000 Penalty: 4916.377441
	Iteration 87Q: 3 clusters Score -4170377 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4170356.500000 Penalty: 4916.377441
	Iteration 88Q: 3 clusters Score -4170356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4170355.750000 Penalty: 4916.377441
	Iteration 89Q: 3 clusters Score -4170356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4170349.750000 Penalty: 4916.377441
	Iteration 90Q: 3 clusters Score -4170350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4170341.500000 Penalty: 4916.377441
	Iteration 91Q: 3 clusters Score -4170342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4170347.250000 Penalty: 4916.377441
	Iteration 92Q: 3 clusters Score -4170347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4170332.000000 Penalty: 4916.377441
	Iteration 93Q: 3 clusters Score -4170332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4170325.500000 Penalty: 4916.377441
	Iteration 94Q: 3 clusters Score -4170326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4170332.500000 Penalty: 4916.377441
	Iteration 95Q: 3 clusters Score -4170332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4170326.750000 Penalty: 4916.377441
	Iteration 96Q: 3 clusters Score -4170327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4170326.000000 Penalty: 4916.377441
	Iteration 97Q: 3 clusters Score -4170326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4170315.000000 Penalty: 4916.377441
	Iteration 98Q: 3 clusters Score -4170315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4170330.000000 Penalty: 4916.377441
	Iteration 99Q: 3 clusters Score -4170330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4170325.000000 Penalty: 4916.377441
	Iteration 100F: 3 clusters Score -4170325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4170324.750000 Penalty: 4916.377441
	Iteration 101Q: 3 clusters Score -4170325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4170324.750000 Penalty: 4916.377441
	Iteration 102Q: 3 clusters Score -4170325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4170338.500000 Penalty: 4916.377441
	Iteration 103Q: 3 clusters Score -4170338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4170335.750000 Penalty: 4916.377441
	Iteration 104Q: 3 clusters Score -4170336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4170336.750000 Penalty: 4916.377441
	Iteration 105Q: 3 clusters Score -4170337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4170344.000000 Penalty: 4916.377441
	Iteration 106Q: 3 clusters Score -4170344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4170338.750000 Penalty: 4916.377441
	Iteration 107Q: 3 clusters Score -4170339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4170338.250000 Penalty: 4916.377441
	Iteration 108Q: 3 clusters Score -4170338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4170342.000000 Penalty: 4916.377441
	Iteration 109Q: 3 clusters Score -4170342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -4170342.000000 Penalty: 4916.377441
	Iteration 110Q: 3 clusters Score -4170342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4170344.500000 Penalty: 4916.377441
	Iteration 111Q: 3 clusters Score -4170344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4170339.750000 Penalty: 4916.377441
	Iteration 112Q: 3 clusters Score -4170340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4170336.750000 Penalty: 4916.377441
	Iteration 113Q: 3 clusters Score -4170337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4170335.750000 Penalty: 4916.377441
	Iteration 114Q: 3 clusters Score -4170336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4170334.250000 Penalty: 4916.377441
	Iteration 115Q: 3 clusters Score -4170334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4170340.750000 Penalty: 4916.377441
	Iteration 116Q: 3 clusters Score -4170341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4170333.500000 Penalty: 4916.377441
	Iteration 117Q: 3 clusters Score -4170334 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4170340.500000 Penalty: 4916.377441
	Iteration 118Q: 3 clusters Score -4170340 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4170333.500000 Penalty: 4916.377441
	Iteration 119Q: 3 clusters Score -4170334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4170340.500000 Penalty: 4916.377441
	Iteration 120F: 3 clusters Score -4170340 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4170335.000000 Penalty: 4916.377441
	Iteration 121Q: 3 clusters Score -4170335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4170338.750000 Penalty: 4916.377441
	Iteration 122Q: 3 clusters Score -4170339 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4170341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4170342.250000 Penalty: 4916.377441
	Iteration 124Q: 3 clusters Score -4170342 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4170340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4170340.750000 Penalty: 4916.377441
	Iteration 126Q: 3 clusters Score -4170341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4170342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4170330.750000 Penalty: 4916.377441
	Iteration 128Q: 3 clusters Score -4170331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4170338.750000 Penalty: 4916.377441
	Iteration 129Q: 3 clusters Score -4170339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4170331.750000 Penalty: 4916.377441
	Iteration 130Q: 3 clusters Score -4170332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4170336.750000 Penalty: 4916.377441
	Iteration 131Q: 3 clusters Score -4170337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4170331.750000 Penalty: 4916.377441
	Iteration 132Q: 3 clusters Score -4170332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4170330.750000 Penalty: 4916.377441
	Iteration 133Q: 3 clusters Score -4170331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4170334.500000 Penalty: 4916.377441
	Iteration 134Q: 3 clusters Score -4170334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4170337.750000 Penalty: 4916.377441
	Iteration 135Q: 3 clusters Score -4170338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4170339.250000 Penalty: 4916.377441
	Iteration 136Q: 3 clusters Score -4170339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4170338.500000 Penalty: 4916.377441
	Iteration 137Q: 3 clusters Score -4170338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4170341.750000 Penalty: 4916.377441
	Iteration 138Q: 3 clusters Score -4170342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4170340.500000 Penalty: 4916.377441
	Iteration 139Q: 3 clusters Score -4170340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4170341.250000 Penalty: 4916.377441
	Iteration 140F: 3 clusters Score -4170341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4170340.750000 Penalty: 4916.377441
	Iteration 141Q: 3 clusters Score -4170341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4170341.750000 Penalty: 4916.377441
	Iteration 142Q: 3 clusters Score -4170342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4170337.500000 Penalty: 4916.377441
	Iteration 143Q: 3 clusters Score -4170338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4170331.000000 Penalty: 4916.377441
	Iteration 144Q: 3 clusters Score -4170331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4170328.750000 Penalty: 4916.377441
	Iteration 145Q: 3 clusters Score -4170329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4170333.750000 Penalty: 4916.377441
	Iteration 146Q: 3 clusters Score -4170334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4170330.250000 Penalty: 4916.377441
	Iteration 147Q: 3 clusters Score -4170330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4170328.750000 Penalty: 4916.377441
	Iteration 148Q: 3 clusters Score -4170329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4170327.250000 Penalty: 4916.377441
	Iteration 149Q: 3 clusters Score -4170327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4170328.000000 Penalty: 4916.377441
	Iteration 150Q: 3 clusters Score -4170328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4170328.000000 Penalty: 4916.377441
	Iteration 151F: 3 clusters Score -4170328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Entering Unmasked Estep 
Score: -7161451.000000 Penalty: 2617.518555
	Iteration 0F: 2 clusters Score -7161451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7136281.000000 Penalty: 5235.037109
	Iteration 0F: 3 clusters Score -7136281 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7145891.000000 Penalty: 5235.037109
	Iteration 1F: 3 clusters Score -7145891 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -7146425.500000 Penalty: 5235.037109
	Iteration 2Q: 3 clusters Score -7146426 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -7146914.000000 Penalty: 5235.037109
	Iteration 3Q: 3 clusters Score -7146914 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7147564.500000 Penalty: 5235.037109
	Iteration 4Q: 3 clusters Score -7147564 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -7148436.500000 Penalty: 5235.037109
	Iteration 5Q: 3 clusters Score -7148436 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -7149664.000000 Penalty: 5235.037109
	Iteration 6F: 3 clusters Score -7149664 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -7151492.500000 Penalty: 5235.037109
	Iteration 7F: 3 clusters Score -7151492 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -7153710.000000 Penalty: 5235.037109
	Iteration 8F: 3 clusters Score -7153710 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7156005.000000 Penalty: 5235.037109
	Iteration 9F: 3 clusters Score -7156005 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -7157617.500000 Penalty: 5235.037109
	Iteration 10Q: 3 clusters Score -7157618 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -7158485.500000 Penalty: 5235.037109
	Iteration 11Q: 3 clusters Score -7158486 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7158866.500000 Penalty: 5235.037109
	Iteration 12Q: 3 clusters Score -7158866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7159008.000000 Penalty: 5235.037109
	Iteration 13Q: 3 clusters Score -7159008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -7159064.500000 Penalty: 5235.037109
	Iteration 14Q: 3 clusters Score -7159064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7159099.000000 Penalty: 5235.037109
	Iteration 15Q: 3 clusters Score -7159099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7159112.500000 Penalty: 5235.037109
	Iteration 16Q: 3 clusters Score -7159112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7159149.500000 Penalty: 5235.037109
	Iteration 17Q: 3 clusters Score -7159150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -7159152.500000 Penalty: 5235.037109
	Iteration 18Q: 3 clusters Score -7159152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7159168.000000 Penalty: 5235.037109
	Iteration 19Q: 3 clusters Score -7159168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7159182.500000 Penalty: 5235.037109
	Iteration 20F: 3 clusters Score -7159182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7159196.000000 Penalty: 5235.037109
	Iteration 21Q: 3 clusters Score -7159196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7159198.500000 Penalty: 5235.037109
	Iteration 22Q: 3 clusters Score -7159198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7159198.500000 Penalty: 5235.037109
	Iteration 23F: 3 clusters Score -7159198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -181154.109375 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181154.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -181421.500000 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181421.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -181494.171875 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181494.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181527.390625 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -181544.968750 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -181561.531250 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -181572.062500 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181581.390625 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181583.500000 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181584.140625 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181586.578125 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -181589.734375 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -181593.703125 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -181598.968750 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -181603.796875 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -181612.921875 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181612.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -181619.390625 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -181619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -181626.156250 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -181626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181630.781250 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -181630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -181635.890625 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -181635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181645.796875 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -181645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181652.531250 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -181652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181662.671875 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -181662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181678.250000 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -181678.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181689.453125 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -181689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181695.250000 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -181695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -181704.062500 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -181704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -181711.296875 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -181711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -181717.625000 Penalty: 3436.554688
	Iteration 28Q: 3 clusters Score -181717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -181723.156250 Penalty: 3436.554688
	Iteration 29Q: 3 clusters Score -181723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181724.781250 Penalty: 3436.554688
	Iteration 30Q: 3 clusters Score -181724.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -181724.781250 Penalty: 3436.554688
	Iteration 31F: 3 clusters Score -181724.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Entering Unmasked Estep 
Score: -1943446.750000 Penalty: 2290.892334
	Iteration 0F: 2 clusters Score -1943447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1935554.250000 Penalty: 4581.784668
	Iteration 0F: 3 clusters Score -1935554 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1937732.000000 Penalty: 4581.784668
	Iteration 1F: 3 clusters Score -1937732 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1937997.750000 Penalty: 4581.784668
	Iteration 2F: 3 clusters Score -1937998 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1938180.500000 Penalty: 4581.784668
	Iteration 3Q: 3 clusters Score -1938180 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1938306.250000 Penalty: 4581.784668
	Iteration 4Q: 3 clusters Score -1938306 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1938402.625000 Penalty: 4581.784668
	Iteration 5Q: 3 clusters Score -1938403 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1938466.500000 Penalty: 4581.784668
	Iteration 6Q: 3 clusters Score -1938466 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1938532.000000 Penalty: 4581.784668
	Iteration 7Q: 3 clusters Score -1938532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1938581.250000 Penalty: 4581.784668
	Iteration 8Q: 3 clusters Score -1938581 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1938633.625000 Penalty: 4581.784668
	Iteration 9Q: 3 clusters Score -1938634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1938697.375000 Penalty: 4581.784668
	Iteration 10Q: 3 clusters Score -1938697 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1938752.500000 Penalty: 4581.784668
	Iteration 11Q: 3 clusters Score -1938752 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1938826.125000 Penalty: 4581.784668
	Iteration 12Q: 3 clusters Score -1938826 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1938895.500000 Penalty: 4581.784668
	Iteration 13Q: 3 clusters Score -1938896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1938974.250000 Penalty: 4581.784668
	Iteration 14Q: 3 clusters Score -1938974 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1939057.875000 Penalty: 4581.784668
	Iteration 15Q: 3 clusters Score -1939058 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1939156.625000 Penalty: 4581.784668
	Iteration 16Q: 3 clusters Score -1939157 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1939284.500000 Penalty: 4581.784668
	Iteration 17Q: 3 clusters Score -1939284 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1939458.125000 Penalty: 4581.784668
	Iteration 18Q: 3 clusters Score -1939458 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1939655.000000 Penalty: 4581.784668
	Iteration 19Q: 3 clusters Score -1939655 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1939892.250000 Penalty: 4581.784668
	Iteration 20F: 3 clusters Score -1939892 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1940170.375000 Penalty: 4581.784668
	Iteration 21Q: 3 clusters Score -1940170 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1940450.250000 Penalty: 4581.784668
	Iteration 22Q: 3 clusters Score -1940450 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1940701.875000 Penalty: 4581.784668
	Iteration 23Q: 3 clusters Score -1940702 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1940920.875000 Penalty: 4581.784668
	Iteration 24Q: 3 clusters Score -1940921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1941076.875000 Penalty: 4581.784668
	Iteration 25Q: 3 clusters Score -1941077 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1941189.500000 Penalty: 4581.784668
	Iteration 26Q: 3 clusters Score -1941190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1941258.000000 Penalty: 4581.784668
	Iteration 27Q: 3 clusters Score -1941258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1941311.000000 Penalty: 4581.784668
	Iteration 28Q: 3 clusters Score -1941311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1941349.250000 Penalty: 4581.784668
	Iteration 29Q: 3 clusters Score -1941349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1941373.875000 Penalty: 4581.784668
	Iteration 30Q: 3 clusters Score -1941374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1941397.625000 Penalty: 4581.784668
	Iteration 31Q: 3 clusters Score -1941398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1941403.000000 Penalty: 4581.784668
	Iteration 32Q: 3 clusters Score -1941403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1941408.500000 Penalty: 4581.784668
	Iteration 33Q: 3 clusters Score -1941408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1941413.125000 Penalty: 4581.784668
	Iteration 34Q: 3 clusters Score -1941413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1941418.000000 Penalty: 4581.784668
	Iteration 35Q: 3 clusters Score -1941418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1941423.250000 Penalty: 4581.784668
	Iteration 36Q: 3 clusters Score -1941423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1941432.500000 Penalty: 4581.784668
	Iteration 37Q: 3 clusters Score -1941432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1941445.875000 Penalty: 4581.784668
	Iteration 38Q: 3 clusters Score -1941446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1941447.375000 Penalty: 4581.784668
	Iteration 39Q: 3 clusters Score -1941447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1941448.000000 Penalty: 4581.784668
	Iteration 40F: 3 clusters Score -1941448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1941451.750000 Penalty: 4581.784668
	Iteration 41Q: 3 clusters Score -1941452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1941452.750000 Penalty: 4581.784668
	Iteration 42Q: 3 clusters Score -1941453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1941455.625000 Penalty: 4581.784668
	Iteration 43Q: 3 clusters Score -1941456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1941455.625000 Penalty: 4581.784668
	Iteration 44F: 3 clusters Score -1941456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -224748.296875 Penalty: 1746.703613
	Iteration 0F: 2 clusters Score -224748.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -222727.000000 Penalty: 3493.407227
	Iteration 0F: 3 clusters Score -222727 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223069.515625 Penalty: 3493.407227
	Iteration 1F: 3 clusters Score -223069.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223181.437500 Penalty: 3493.407227
	Iteration 2F: 3 clusters Score -223181.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223226.687500 Penalty: 3493.407227
	Iteration 3Q: 3 clusters Score -223226.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -223250.593750 Penalty: 3493.407227
	Iteration 4Q: 3 clusters Score -223250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -223274.406250 Penalty: 3493.407227
	Iteration 5Q: 3 clusters Score -223274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -223285.718750 Penalty: 3493.407227
	Iteration 6Q: 3 clusters Score -223285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -223291.375000 Penalty: 3493.407227
	Iteration 7Q: 3 clusters Score -223291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -223295.203125 Penalty: 3493.407227
	Iteration 8Q: 3 clusters Score -223295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -223298.500000 Penalty: 3493.407227
	Iteration 9Q: 3 clusters Score -223298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -223304.671875 Penalty: 3493.407227
	Iteration 10Q: 3 clusters Score -223304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -223312.437500 Penalty: 3493.407227
	Iteration 11Q: 3 clusters Score -223312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223314.890625 Penalty: 3493.407227
	Iteration 12Q: 3 clusters Score -223314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223315.828125 Penalty: 3493.407227
	Iteration 13Q: 3 clusters Score -223315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223317.718750 Penalty: 3493.407227
	Iteration 14Q: 3 clusters Score -223317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223320.500000 Penalty: 3493.407227
	Iteration 15Q: 3 clusters Score -223320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223328.796875 Penalty: 3493.407227
	Iteration 16Q: 3 clusters Score -223328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223333.640625 Penalty: 3493.407227
	Iteration 17Q: 3 clusters Score -223333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223334.828125 Penalty: 3493.407227
	Iteration 18Q: 3 clusters Score -223334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223335.625000 Penalty: 3493.407227
	Iteration 19Q: 3 clusters Score -223335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -223336.578125 Penalty: 3493.407227
	Iteration 20F: 3 clusters Score -223336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223337.921875 Penalty: 3493.407227
	Iteration 21Q: 3 clusters Score -223337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223337.921875 Penalty: 3493.407227
	Iteration 22F: 3 clusters Score -223337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Entering Unmasked Estep 
Score: -5589801.500000 Penalty: 2557.569092
	Iteration 0F: 2 clusters Score -5589802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5569608.000000 Penalty: 5115.138184
	Iteration 0F: 3 clusters Score -5569608 nChanged 13572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5577006.500000 Penalty: 5115.138184
	Iteration 1F: 3 clusters Score -5577006 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5577486.000000 Penalty: 5115.138184
	Iteration 2Q: 3 clusters Score -5577486 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5577917.000000 Penalty: 5115.138184
	Iteration 3Q: 3 clusters Score -5577917 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5578406.500000 Penalty: 5115.138184
	Iteration 4Q: 3 clusters Score -5578406 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5579070.000000 Penalty: 5115.138184
	Iteration 5Q: 3 clusters Score -5579070 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -5580011.000000 Penalty: 5115.138184
	Iteration 6F: 3 clusters Score -5580011 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5581338.000000 Penalty: 5115.138184
	Iteration 7F: 3 clusters Score -5581338 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5582929.500000 Penalty: 5115.138184
	Iteration 8F: 3 clusters Score -5582930 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -5584361.000000 Penalty: 5115.138184
	Iteration 9F: 3 clusters Score -5584361 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5585547.000000 Penalty: 5115.138184
	Iteration 10Q: 3 clusters Score -5585547 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5586320.500000 Penalty: 5115.138184
	Iteration 11Q: 3 clusters Score -5586320 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5586715.000000 Penalty: 5115.138184
	Iteration 12Q: 3 clusters Score -5586715 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -5586986.500000 Penalty: 5115.138184
	Iteration 13Q: 3 clusters Score -5586986 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -5587188.000000 Penalty: 5115.138184
	Iteration 14Q: 3 clusters Score -5587188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -5587314.500000 Penalty: 5115.138184
	Iteration 15Q: 3 clusters Score -5587314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -5587389.500000 Penalty: 5115.138184
	Iteration 16Q: 3 clusters Score -5587390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5587424.500000 Penalty: 5115.138184
	Iteration 17Q: 3 clusters Score -5587424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5587464.000000 Penalty: 5115.138184
	Iteration 18Q: 3 clusters Score -5587464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -5587481.000000 Penalty: 5115.138184
	Iteration 19Q: 3 clusters Score -5587481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -5587510.000000 Penalty: 5115.138184
	Iteration 20F: 3 clusters Score -5587510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -5587548.000000 Penalty: 5115.138184
	Iteration 21Q: 3 clusters Score -5587548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -5587563.000000 Penalty: 5115.138184
	Iteration 22Q: 3 clusters Score -5587563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5587579.000000 Penalty: 5115.138184
	Iteration 23Q: 3 clusters Score -5587579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -5587592.000000 Penalty: 5115.138184
	Iteration 24Q: 3 clusters Score -5587592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5587603.500000 Penalty: 5115.138184
	Iteration 25Q: 3 clusters Score -5587604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5587604.500000 Penalty: 5115.138184
	Iteration 26Q: 3 clusters Score -5587604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5587606.500000 Penalty: 5115.138184
	Iteration 27Q: 3 clusters Score -5587606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5587606.500000 Penalty: 5115.138184
	Iteration 28F: 3 clusters Score -5587606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Entering Unmasked Estep 
Score: -5312136.500000 Penalty: 2524.992676
	Iteration 0F: 2 clusters Score -5312136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5295212.000000 Penalty: 5049.985352
	Iteration 0F: 3 clusters Score -5295212 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5301565.000000 Penalty: 5049.985352
	Iteration 1F: 3 clusters Score -5301565 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -5302006.500000 Penalty: 5049.985352
	Iteration 2F: 3 clusters Score -5302006 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5302356.000000 Penalty: 5049.985352
	Iteration 3Q: 3 clusters Score -5302356 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -5302655.000000 Penalty: 5049.985352
	Iteration 4Q: 3 clusters Score -5302655 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5302915.000000 Penalty: 5049.985352
	Iteration 5Q: 3 clusters Score -5302915 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5303214.500000 Penalty: 5049.985352
	Iteration 6Q: 3 clusters Score -5303214 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5303499.500000 Penalty: 5049.985352
	Iteration 7Q: 3 clusters Score -5303500 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -5303875.000000 Penalty: 5049.985352
	Iteration 8Q: 3 clusters Score -5303875 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5304370.500000 Penalty: 5049.985352
	Iteration 9Q: 3 clusters Score -5304370 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -5304941.500000 Penalty: 5049.985352
	Iteration 10Q: 3 clusters Score -5304942 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -5305643.000000 Penalty: 5049.985352
	Iteration 11Q: 3 clusters Score -5305643 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5306327.500000 Penalty: 5049.985352
	Iteration 12Q: 3 clusters Score -5306328 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5306819.000000 Penalty: 5049.985352
	Iteration 13Q: 3 clusters Score -5306819 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -5307111.500000 Penalty: 5049.985352
	Iteration 14Q: 3 clusters Score -5307112 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5307311.000000 Penalty: 5049.985352
	Iteration 15Q: 3 clusters Score -5307311 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5307394.500000 Penalty: 5049.985352
	Iteration 16Q: 3 clusters Score -5307394 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5307449.000000 Penalty: 5049.985352
	Iteration 17Q: 3 clusters Score -5307449 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5307495.000000 Penalty: 5049.985352
	Iteration 18Q: 3 clusters Score -5307495 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -5307498.500000 Penalty: 5049.985352
	Iteration 19Q: 3 clusters Score -5307498 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5307506.500000 Penalty: 5049.985352
	Iteration 20F: 3 clusters Score -5307506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5307542.500000 Penalty: 5049.985352
	Iteration 21Q: 3 clusters Score -5307542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5307525.500000 Penalty: 5049.985352
	Iteration 22Q: 3 clusters Score -5307526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -5307531.000000 Penalty: 5049.985352
	Iteration 23Q: 3 clusters Score -5307531 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5307538.000000 Penalty: 5049.985352
	Iteration 24Q: 3 clusters Score -5307538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5307518.000000 Penalty: 5049.985352
	Iteration 25Q: 3 clusters Score -5307518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5307516.000000 Penalty: 5049.985352
	Iteration 26Q: 3 clusters Score -5307516 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -5307489.500000 Penalty: 5049.985352
	Iteration 27Q: 3 clusters Score -5307490 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5307497.500000 Penalty: 5049.985352
	Iteration 28Q: 3 clusters Score -5307498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -5307489.000000 Penalty: 5049.985352
	Iteration 29Q: 3 clusters Score -5307489 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5307503.000000 Penalty: 5049.985352
	Iteration 30Q: 3 clusters Score -5307503 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -5307489.500000 Penalty: 5049.985352
	Iteration 31Q: 3 clusters Score -5307490 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -5307496.500000 Penalty: 5049.985352
	Iteration 32Q: 3 clusters Score -5307496 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5307479.000000 Penalty: 5049.985352
	Iteration 33Q: 3 clusters Score -5307479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -5307476.000000 Penalty: 5049.985352
	Iteration 34Q: 3 clusters Score -5307476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5307458.500000 Penalty: 5049.985352
	Iteration 35Q: 3 clusters Score -5307458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -5307478.000000 Penalty: 5049.985352
	Iteration 36Q: 3 clusters Score -5307478 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5307467.000000 Penalty: 5049.985352
	Iteration 37Q: 3 clusters Score -5307467 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5307448.500000 Penalty: 5049.985352
	Iteration 38Q: 3 clusters Score -5307448 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -5307460.500000 Penalty: 5049.985352
	Iteration 39Q: 3 clusters Score -5307460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -5307461.000000 Penalty: 5049.985352
	Iteration 40F: 3 clusters Score -5307461 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5307452.500000 Penalty: 5049.985352
	Iteration 41Q: 3 clusters Score -5307452 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5307419.500000 Penalty: 5049.985352
	Iteration 42Q: 3 clusters Score -5307420 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -5307422.500000 Penalty: 5049.985352
	Iteration 43Q: 3 clusters Score -5307422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -5307415.000000 Penalty: 5049.985352
	Iteration 44Q: 3 clusters Score -5307415 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -5307412.000000 Penalty: 5049.985352
	Iteration 45Q: 3 clusters Score -5307412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5307427.000000 Penalty: 5049.985352
	Iteration 46Q: 3 clusters Score -5307427 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5307426.500000 Penalty: 5049.985352
	Iteration 47Q: 3 clusters Score -5307426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -5307416.500000 Penalty: 5049.985352
	Iteration 48Q: 3 clusters Score -5307416 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5307406.500000 Penalty: 5049.985352
	Iteration 49Q: 3 clusters Score -5307406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -5307437.000000 Penalty: 5049.985352
	Iteration 50Q: 3 clusters Score -5307437 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -5307472.000000 Penalty: 5049.985352
	Iteration 51Q: 3 clusters Score -5307472 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5307461.000000 Penalty: 5049.985352
	Iteration 52Q: 3 clusters Score -5307461 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5307456.500000 Penalty: 5049.985352
	Iteration 53Q: 3 clusters Score -5307456 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5307439.500000 Penalty: 5049.985352
	Iteration 54Q: 3 clusters Score -5307440 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5307436.500000 Penalty: 5049.985352
	Iteration 55Q: 3 clusters Score -5307436 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5307426.500000 Penalty: 5049.985352
	Iteration 56Q: 3 clusters Score -5307426 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5307453.500000 Penalty: 5049.985352
	Iteration 57Q: 3 clusters Score -5307454 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -5307425.500000 Penalty: 5049.985352
	Iteration 58Q: 3 clusters Score -5307426 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -5307455.000000 Penalty: 5049.985352
	Iteration 59Q: 3 clusters Score -5307455 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5307540.000000 Penalty: 5049.985352
	Iteration 60F: 3 clusters Score -5307540 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5307619.500000 Penalty: 5049.985352
	Iteration 61Q: 3 clusters Score -5307620 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5307814.500000 Penalty: 5049.985352
	Iteration 62Q: 3 clusters Score -5307814 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -5308031.000000 Penalty: 5049.985352
	Iteration 63Q: 3 clusters Score -5308031 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5308266.000000 Penalty: 5049.985352
	Iteration 64Q: 3 clusters Score -5308266 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -5308472.000000 Penalty: 5049.985352
	Iteration 65Q: 3 clusters Score -5308472 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5308656.000000 Penalty: 5049.985352
	Iteration 66Q: 3 clusters Score -5308656 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5308861.000000 Penalty: 5049.985352
	Iteration 67Q: 3 clusters Score -5308861 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5309035.000000 Penalty: 5049.985352
	Iteration 68Q: 3 clusters Score -5309035 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -5309312.000000 Penalty: 5049.985352
	Iteration 69Q: 3 clusters Score -5309312 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -5309504.000000 Penalty: 5049.985352
	Iteration 70Q: 3 clusters Score -5309504 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5309655.000000 Penalty: 5049.985352
	Iteration 71Q: 3 clusters Score -5309655 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5309748.000000 Penalty: 5049.985352
	Iteration 72Q: 3 clusters Score -5309748 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5309831 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5309899.000000 Penalty: 5049.985352
	Iteration 74Q: 3 clusters Score -5309899 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5309946.500000 Penalty: 5049.985352
	Iteration 75Q: 3 clusters Score -5309946 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5309990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5310033.500000 Penalty: 5049.985352
	Iteration 77Q: 3 clusters Score -5310034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5310068.000000 Penalty: 5049.985352
	Iteration 78Q: 3 clusters Score -5310068 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5310080.500000 Penalty: 5049.985352
	Iteration 79Q: 3 clusters Score -5310080 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5310087.500000 Penalty: 5049.985352
	Iteration 80F: 3 clusters Score -5310088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5310106.000000 Penalty: 5049.985352
	Iteration 81Q: 3 clusters Score -5310106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5310140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -5310155.500000 Penalty: 5049.985352
	Iteration 83Q: 3 clusters Score -5310156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5310158.500000 Penalty: 5049.985352
	Iteration 84Q: 3 clusters Score -5310158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5310167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5310180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5310181.000000 Penalty: 5049.985352
	Iteration 87Q: 3 clusters Score -5310181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5310180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5310186.000000 Penalty: 5049.985352
	Iteration 89Q: 3 clusters Score -5310186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5310187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5310204.000000 Penalty: 5049.985352
	Iteration 91Q: 3 clusters Score -5310204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5310206.000000 Penalty: 5049.985352
	Iteration 92Q: 3 clusters Score -5310206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5310192.500000 Penalty: 5049.985352
	Iteration 93Q: 3 clusters Score -5310192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5310190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -5310201.500000 Penalty: 5049.985352
	Iteration 95Q: 3 clusters Score -5310202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -5310203.500000 Penalty: 5049.985352
	Iteration 96Q: 3 clusters Score -5310204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5310207.500000 Penalty: 5049.985352
	Iteration 97Q: 3 clusters Score -5310208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -5310206.500000 Penalty: 5049.985352
	Iteration 98Q: 3 clusters Score -5310206 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -5310204.500000 Penalty: 5049.985352
	Iteration 99Q: 3 clusters Score -5310204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -5310203.500000 Penalty: 5049.985352
	Iteration 100F: 3 clusters Score -5310204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -5310203.500000 Penalty: 5049.985352
	Iteration 101Q: 3 clusters Score -5310204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5310194.000000 Penalty: 5049.985352
	Iteration 102Q: 3 clusters Score -5310194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -5310203.500000 Penalty: 5049.985352
	Iteration 103Q: 3 clusters Score -5310204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5310209.500000 Penalty: 5049.985352
	Iteration 104Q: 3 clusters Score -5310210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5310205.000000 Penalty: 5049.985352
	Iteration 105Q: 3 clusters Score -5310205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -5310208.000000 Penalty: 5049.985352
	Iteration 106Q: 3 clusters Score -5310208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -5310207.500000 Penalty: 5049.985352
	Iteration 107Q: 3 clusters Score -5310208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -5310207.500000 Penalty: 5049.985352
	Iteration 108Q: 3 clusters Score -5310208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5310209.000000 Penalty: 5049.985352
	Iteration 109Q: 3 clusters Score -5310209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -5310210.000000 Penalty: 5049.985352
	Iteration 110Q: 3 clusters Score -5310210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5310202.500000 Penalty: 5049.985352
	Iteration 111Q: 3 clusters Score -5310202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -5310202.000000 Penalty: 5049.985352
	Iteration 112Q: 3 clusters Score -5310202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -5310213.000000 Penalty: 5049.985352
	Iteration 113Q: 3 clusters Score -5310213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5310212.500000 Penalty: 5049.985352
	Iteration 114Q: 3 clusters Score -5310212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5310220.000000 Penalty: 5049.985352
	Iteration 115Q: 3 clusters Score -5310220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5310216.500000 Penalty: 5049.985352
	Iteration 116Q: 3 clusters Score -5310216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5310219.500000 Penalty: 5049.985352
	Iteration 117Q: 3 clusters Score -5310220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5310219.500000 Penalty: 5049.985352
	Iteration 118Q: 3 clusters Score -5310220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5310227.500000 Penalty: 5049.985352
	Iteration 119Q: 3 clusters Score -5310228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5310229.500000 Penalty: 5049.985352
	Iteration 120F: 3 clusters Score -5310230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5310226.000000 Penalty: 5049.985352
	Iteration 121Q: 3 clusters Score -5310226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5310221.000000 Penalty: 5049.985352
	Iteration 122Q: 3 clusters Score -5310221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -5310221.500000 Penalty: 5049.985352
	Iteration 123Q: 3 clusters Score -5310222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5310221.000000 Penalty: 5049.985352
	Iteration 124Q: 3 clusters Score -5310221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5310222.500000 Penalty: 5049.985352
	Iteration 125Q: 3 clusters Score -5310222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5310229.000000 Penalty: 5049.985352
	Iteration 126Q: 3 clusters Score -5310229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -5310225.500000 Penalty: 5049.985352
	Iteration 127Q: 3 clusters Score -5310226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -5310224.000000 Penalty: 5049.985352
	Iteration 128Q: 3 clusters Score -5310224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5310227.000000 Penalty: 5049.985352
	Iteration 129Q: 3 clusters Score -5310227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5310227.500000 Penalty: 5049.985352
	Iteration 130Q: 3 clusters Score -5310228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5310227.500000 Penalty: 5049.985352
	Iteration 131F: 3 clusters Score -5310228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Entering Unmasked Estep 
Score: -4655325.500000 Penalty: 2490.304932
	Iteration 0F: 2 clusters Score -4655326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4640354.500000 Penalty: 4980.609863
	Iteration 0F: 3 clusters Score -4640354 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4645837.000000 Penalty: 4980.609863
	Iteration 1F: 3 clusters Score -4645837 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -4646226.500000 Penalty: 4980.609863
	Iteration 2F: 3 clusters Score -4646226 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4646577.500000 Penalty: 4980.609863
	Iteration 3Q: 3 clusters Score -4646578 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4646852.500000 Penalty: 4980.609863
	Iteration 4Q: 3 clusters Score -4646852 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -4647089.500000 Penalty: 4980.609863
	Iteration 5Q: 3 clusters Score -4647090 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4647376.500000 Penalty: 4980.609863
	Iteration 6Q: 3 clusters Score -4647376 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4647703.000000 Penalty: 4980.609863
	Iteration 7Q: 3 clusters Score -4647703 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4648136.000000 Penalty: 4980.609863
	Iteration 8Q: 3 clusters Score -4648136 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4648776.000000 Penalty: 4980.609863
	Iteration 9Q: 3 clusters Score -4648776 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4649450.000000 Penalty: 4980.609863
	Iteration 10F: 3 clusters Score -4649450 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -4650247.500000 Penalty: 4980.609863
	Iteration 11F: 3 clusters Score -4650248 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4651067.500000 Penalty: 4980.609863
	Iteration 12F: 3 clusters Score -4651068 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4651967.500000 Penalty: 4980.609863
	Iteration 13F: 3 clusters Score -4651968 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4652882.500000 Penalty: 4980.609863
	Iteration 14Q: 3 clusters Score -4652882 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4653689.500000 Penalty: 4980.609863
	Iteration 15Q: 3 clusters Score -4653690 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4654066.500000 Penalty: 4980.609863
	Iteration 16Q: 3 clusters Score -4654066 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4654215.500000 Penalty: 4980.609863
	Iteration 17Q: 3 clusters Score -4654216 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4654238.000000 Penalty: 4980.609863
	Iteration 18Q: 3 clusters Score -4654238 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4654239.000000 Penalty: 4980.609863
	Iteration 19Q: 3 clusters Score -4654239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4654221.000000 Penalty: 4980.609863
	Iteration 20F: 3 clusters Score -4654221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4654200.500000 Penalty: 4980.609863
	Iteration 21Q: 3 clusters Score -4654200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4654193.500000 Penalty: 4980.609863
	Iteration 22Q: 3 clusters Score -4654194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4654172.000000 Penalty: 4980.609863
	Iteration 23Q: 3 clusters Score -4654172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4654157.000000 Penalty: 4980.609863
	Iteration 24Q: 3 clusters Score -4654157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4654145.500000 Penalty: 4980.609863
	Iteration 25Q: 3 clusters Score -4654146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4654140.000000 Penalty: 4980.609863
	Iteration 26Q: 3 clusters Score -4654140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4654133.000000 Penalty: 4980.609863
	Iteration 27Q: 3 clusters Score -4654133 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4654126.000000 Penalty: 4980.609863
	Iteration 28Q: 3 clusters Score -4654126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4654121.500000 Penalty: 4980.609863
	Iteration 29Q: 3 clusters Score -4654122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4654127.500000 Penalty: 4980.609863
	Iteration 30Q: 3 clusters Score -4654128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4654113.000000 Penalty: 4980.609863
	Iteration 31Q: 3 clusters Score -4654113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4654105.500000 Penalty: 4980.609863
	Iteration 32Q: 3 clusters Score -4654106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -4654108.000000 Penalty: 4980.609863
	Iteration 33Q: 3 clusters Score -4654108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4654106.500000 Penalty: 4980.609863
	Iteration 34Q: 3 clusters Score -4654106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4654104.000000 Penalty: 4980.609863
	Iteration 35Q: 3 clusters Score -4654104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4654103.500000 Penalty: 4980.609863
	Iteration 36Q: 3 clusters Score -4654104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4654095.500000 Penalty: 4980.609863
	Iteration 37Q: 3 clusters Score -4654096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4654097.000000 Penalty: 4980.609863
	Iteration 38Q: 3 clusters Score -4654097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4654103.500000 Penalty: 4980.609863
	Iteration 39Q: 3 clusters Score -4654104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4654100.500000 Penalty: 4980.609863
	Iteration 40F: 3 clusters Score -4654100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4654100.000000 Penalty: 4980.609863
	Iteration 41Q: 3 clusters Score -4654100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4654101.000000 Penalty: 4980.609863
	Iteration 42Q: 3 clusters Score -4654101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4654101.500000 Penalty: 4980.609863
	Iteration 43Q: 3 clusters Score -4654102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4654103.000000 Penalty: 4980.609863
	Iteration 44Q: 3 clusters Score -4654103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4654102.000000 Penalty: 4980.609863
	Iteration 45Q: 3 clusters Score -4654102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -4654107.000000 Penalty: 4980.609863
	Iteration 46Q: 3 clusters Score -4654107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4654095.500000 Penalty: 4980.609863
	Iteration 47Q: 3 clusters Score -4654096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4654102.000000 Penalty: 4980.609863
	Iteration 48Q: 3 clusters Score -4654102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4654088.000000 Penalty: 4980.609863
	Iteration 49Q: 3 clusters Score -4654088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4654089.500000 Penalty: 4980.609863
	Iteration 50Q: 3 clusters Score -4654090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4654096.500000 Penalty: 4980.609863
	Iteration 51Q: 3 clusters Score -4654096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4654088.500000 Penalty: 4980.609863
	Iteration 52Q: 3 clusters Score -4654088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4654092.000000 Penalty: 4980.609863
	Iteration 53Q: 3 clusters Score -4654092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4654077.500000 Penalty: 4980.609863
	Iteration 54Q: 3 clusters Score -4654078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4654080.500000 Penalty: 4980.609863
	Iteration 55Q: 3 clusters Score -4654080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -4654072.500000 Penalty: 4980.609863
	Iteration 56Q: 3 clusters Score -4654072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -4654081.000000 Penalty: 4980.609863
	Iteration 57Q: 3 clusters Score -4654081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4654074.500000 Penalty: 4980.609863
	Iteration 58Q: 3 clusters Score -4654074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4654078.000000 Penalty: 4980.609863
	Iteration 59Q: 3 clusters Score -4654078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4654078.500000 Penalty: 4980.609863
	Iteration 60F: 3 clusters Score -4654078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4654075.500000 Penalty: 4980.609863
	Iteration 61Q: 3 clusters Score -4654076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4654072.000000 Penalty: 4980.609863
	Iteration 62Q: 3 clusters Score -4654072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4654071.000000 Penalty: 4980.609863
	Iteration 63Q: 3 clusters Score -4654071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4654066.500000 Penalty: 4980.609863
	Iteration 64Q: 3 clusters Score -4654066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4654066.500000 Penalty: 4980.609863
	Iteration 65F: 3 clusters Score -4654066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (40038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Entering Unmasked Estep 
Score: -7483665.000000 Penalty: 2628.200928
	Iteration 0F: 2 clusters Score -7483665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -7457282.000000 Penalty: 5256.401855
	Iteration 0F: 3 clusters Score -7457282 nChanged 18281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -7467306.500000 Penalty: 5256.401855
	Iteration 1F: 3 clusters Score -7467306 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -7467940.000000 Penalty: 5256.401855
	Iteration 2Q: 3 clusters Score -7467940 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -7468698.500000 Penalty: 5256.401855
	Iteration 3Q: 3 clusters Score -7468698 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -7469749.000000 Penalty: 5256.401855
	Iteration 4F: 3 clusters Score -7469749 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -7471303.000000 Penalty: 5256.401855
	Iteration 5F: 3 clusters Score -7471303 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -7473470.000000 Penalty: 5256.401855
	Iteration 6F: 3 clusters Score -7473470 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7475987.500000 Penalty: 5256.401855
	Iteration 7F: 3 clusters Score -7475988 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7478292.500000 Penalty: 5256.401855
	Iteration 8F: 3 clusters Score -7478292 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -7479884.500000 Penalty: 5256.401855
	Iteration 9Q: 3 clusters Score -7479884 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7480632.000000 Penalty: 5256.401855
	Iteration 10Q: 3 clusters Score -7480632 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7481009.500000 Penalty: 5256.401855
	Iteration 11Q: 3 clusters Score -7481010 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7481228.500000 Penalty: 5256.401855
	Iteration 12Q: 3 clusters Score -7481228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7481374.000000 Penalty: 5256.401855
	Iteration 13Q: 3 clusters Score -7481374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7481438.000000 Penalty: 5256.401855
	Iteration 14Q: 3 clusters Score -7481438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7481491.500000 Penalty: 5256.401855
	Iteration 15Q: 3 clusters Score -7481492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7481507.000000 Penalty: 5256.401855
	Iteration 16Q: 3 clusters Score -7481507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7481529.000000 Penalty: 5256.401855
	Iteration 17Q: 3 clusters Score -7481529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7481530.500000 Penalty: 5256.401855
	Iteration 18Q: 3 clusters Score -7481530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7481542.000000 Penalty: 5256.401855
	Iteration 19Q: 3 clusters Score -7481542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -7481559.000000 Penalty: 5256.401855
	Iteration 20F: 3 clusters Score -7481559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7481574.500000 Penalty: 5256.401855
	Iteration 21Q: 3 clusters Score -7481574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7481579.500000 Penalty: 5256.401855
	Iteration 22Q: 3 clusters Score -7481580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7481585.500000 Penalty: 5256.401855
	Iteration 23Q: 3 clusters Score -7481586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7481587.000000 Penalty: 5256.401855
	Iteration 24Q: 3 clusters Score -7481587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -7481579.000000 Penalty: 5256.401855
	Iteration 25Q: 3 clusters Score -7481579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7481580.500000 Penalty: 5256.401855
	Iteration 26Q: 3 clusters Score -7481580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7481588.000000 Penalty: 5256.401855
	Iteration 27Q: 3 clusters Score -7481588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -7481582.500000 Penalty: 5256.401855
	Iteration 28Q: 3 clusters Score -7481582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7481595.500000 Penalty: 5256.401855
	Iteration 29Q: 3 clusters Score -7481596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7481594.000000 Penalty: 5256.401855
	Iteration 30Q: 3 clusters Score -7481594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7481591.000000 Penalty: 5256.401855
	Iteration 31Q: 3 clusters Score -7481591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7481591.000000 Penalty: 5256.401855
	Iteration 32Q: 3 clusters Score -7481591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7481590.000000 Penalty: 5256.401855
	Iteration 33Q: 3 clusters Score -7481590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7481590.000000 Penalty: 5256.401855
	Iteration 34F: 3 clusters Score -7481590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -124990.625000 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -124990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123270.265625 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -123270.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -123631.960938 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -123632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123776.695312 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -123776.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -123880.406250 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -123880.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123972.460938 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -123972.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124038.039062 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -124038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124079.078125 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -124079.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124117.070312 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -124117.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124166.804688 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -124166.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124195.523438 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -124195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124214.617188 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -124214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124216.664062 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -124216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124219.695312 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -124219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124223.218750 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -124223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124229.539062 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -124229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124235.343750 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -124235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124242.250000 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -124242.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124247.890625 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -124247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124251.773438 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -124251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124262.703125 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -124262.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124264.679688 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -124264.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124265.773438 Penalty: 3290.125977
	Iteration 21Q: 3 clusters Score -124265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -124265.773438 Penalty: 3290.125977
	Iteration 22F: 3 clusters Score -124265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Entering Unmasked Estep 
Score: -6385431.500000 Penalty: 2590.200439
	Iteration 0F: 2 clusters Score -6385432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6362488.500000 Penalty: 5180.400879
	Iteration 0F: 3 clusters Score -6362488 nChanged 15650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6370980.000000 Penalty: 5180.400879
	Iteration 1F: 3 clusters Score -6370980 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -6371403.500000 Penalty: 5180.400879
	Iteration 2Q: 3 clusters Score -6371404 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6371821.500000 Penalty: 5180.400879
	Iteration 3Q: 3 clusters Score -6371822 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6372190.500000 Penalty: 5180.400879
	Iteration 4Q: 3 clusters Score -6372190 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -6372606.000000 Penalty: 5180.400879
	Iteration 5Q: 3 clusters Score -6372606 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -6373145.000000 Penalty: 5180.400879
	Iteration 6Q: 3 clusters Score -6373145 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6373860.500000 Penalty: 5180.400879
	Iteration 7Q: 3 clusters Score -6373860 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -6374795.000000 Penalty: 5180.400879
	Iteration 8Q: 3 clusters Score -6374795 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6376080.500000 Penalty: 5180.400879
	Iteration 9F: 3 clusters Score -6376080 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6377756.000000 Penalty: 5180.400879
	Iteration 10F: 3 clusters Score -6377756 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6379569.000000 Penalty: 5180.400879
	Iteration 11F: 3 clusters Score -6379569 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -6381055.500000 Penalty: 5180.400879
	Iteration 12Q: 3 clusters Score -6381056 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -6382029.500000 Penalty: 5180.400879
	Iteration 13Q: 3 clusters Score -6382030 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -6382525.000000 Penalty: 5180.400879
	Iteration 14Q: 3 clusters Score -6382525 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -6382796.500000 Penalty: 5180.400879
	Iteration 15Q: 3 clusters Score -6382796 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6382947.000000 Penalty: 5180.400879
	Iteration 16Q: 3 clusters Score -6382947 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -6383018.500000 Penalty: 5180.400879
	Iteration 17Q: 3 clusters Score -6383018 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -6383115.000000 Penalty: 5180.400879
	Iteration 18Q: 3 clusters Score -6383115 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -6383166.000000 Penalty: 5180.400879
	Iteration 19Q: 3 clusters Score -6383166 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6383211.000000 Penalty: 5180.400879
	Iteration 20F: 3 clusters Score -6383211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6383226.000000 Penalty: 5180.400879
	Iteration 21Q: 3 clusters Score -6383226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -6383263.500000 Penalty: 5180.400879
	Iteration 22Q: 3 clusters Score -6383264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -6383267.500000 Penalty: 5180.400879
	Iteration 23Q: 3 clusters Score -6383268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -6383294.500000 Penalty: 5180.400879
	Iteration 24Q: 3 clusters Score -6383294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6383279.000000 Penalty: 5180.400879
	Iteration 25Q: 3 clusters Score -6383279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6383293.500000 Penalty: 5180.400879
	Iteration 26Q: 3 clusters Score -6383294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -6383300.000000 Penalty: 5180.400879
	Iteration 27Q: 3 clusters Score -6383300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -6383303.500000 Penalty: 5180.400879
	Iteration 28Q: 3 clusters Score -6383304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -6383311.000000 Penalty: 5180.400879
	Iteration 29Q: 3 clusters Score -6383311 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -6383323.500000 Penalty: 5180.400879
	Iteration 30Q: 3 clusters Score -6383324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -6383337.500000 Penalty: 5180.400879
	Iteration 31Q: 3 clusters Score -6383338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -6383347.000000 Penalty: 5180.400879
	Iteration 32Q: 3 clusters Score -6383347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -6383352.000000 Penalty: 5180.400879
	Iteration 33Q: 3 clusters Score -6383352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -6383337.000000 Penalty: 5180.400879
	Iteration 34Q: 3 clusters Score -6383337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -6383344.500000 Penalty: 5180.400879
	Iteration 35Q: 3 clusters Score -6383344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -6383362.000000 Penalty: 5180.400879
	Iteration 36Q: 3 clusters Score -6383362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -6383362.000000 Penalty: 5180.400879
	Iteration 37Q: 3 clusters Score -6383362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -6383363.500000 Penalty: 5180.400879
	Iteration 38Q: 3 clusters Score -6383364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -6383359.000000 Penalty: 5180.400879
	Iteration 39Q: 3 clusters Score -6383359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -6383359.000000 Penalty: 5180.400879
	Iteration 40F: 3 clusters Score -6383359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -6383361.000000 Penalty: 5180.400879
	Iteration 41Q: 3 clusters Score -6383361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6383364.500000 Penalty: 5180.400879
	Iteration 42Q: 3 clusters Score -6383364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6383367.000000 Penalty: 5180.400879
	Iteration 43Q: 3 clusters Score -6383367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6383366.500000 Penalty: 5180.400879
	Iteration 44Q: 3 clusters Score -6383366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -6383366.500000 Penalty: 5180.400879
	Iteration 45Q: 3 clusters Score -6383366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -6383373.500000 Penalty: 5180.400879
	Iteration 46Q: 3 clusters Score -6383374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -6383377.500000 Penalty: 5180.400879
	Iteration 47Q: 3 clusters Score -6383378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6383381.500000 Penalty: 5180.400879
	Iteration 48Q: 3 clusters Score -6383382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -6383380.500000 Penalty: 5180.400879
	Iteration 49Q: 3 clusters Score -6383380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -6383372.000000 Penalty: 5180.400879
	Iteration 50Q: 3 clusters Score -6383372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -6383374.500000 Penalty: 5180.400879
	Iteration 51Q: 3 clusters Score -6383374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -6383371.000000 Penalty: 5180.400879
	Iteration 52Q: 3 clusters Score -6383371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6383373.500000 Penalty: 5180.400879
	Iteration 53Q: 3 clusters Score -6383374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -6383373.500000 Penalty: 5180.400879
	Iteration 54F: 3 clusters Score -6383374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Entering Unmasked Estep 
Score: -5168457.500000 Penalty: 2512.078369
	Iteration 0F: 2 clusters Score -5168458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5154006.500000 Penalty: 5024.156738
	Iteration 0F: 3 clusters Score -5154006 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -5159852.500000 Penalty: 5024.156738
	Iteration 1F: 3 clusters Score -5159852 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5160186.000000 Penalty: 5024.156738
	Iteration 2F: 3 clusters Score -5160186 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5160450.000000 Penalty: 5024.156738
	Iteration 3Q: 3 clusters Score -5160450 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -5160645.500000 Penalty: 5024.156738
	Iteration 4Q: 3 clusters Score -5160646 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -5160810.500000 Penalty: 5024.156738
	Iteration 5Q: 3 clusters Score -5160810 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5160955.000000 Penalty: 5024.156738
	Iteration 6Q: 3 clusters Score -5160955 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5161179.000000 Penalty: 5024.156738
	Iteration 7Q: 3 clusters Score -5161179 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5161295.000000 Penalty: 5024.156738
	Iteration 8Q: 3 clusters Score -5161295 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -5161364.000000 Penalty: 5024.156738
	Iteration 9Q: 3 clusters Score -5161364 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5161463.000000 Penalty: 5024.156738
	Iteration 10Q: 3 clusters Score -5161463 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -5161518.000000 Penalty: 5024.156738
	Iteration 11Q: 3 clusters Score -5161518 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5161688.500000 Penalty: 5024.156738
	Iteration 12Q: 3 clusters Score -5161688 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -5161912.500000 Penalty: 5024.156738
	Iteration 13Q: 3 clusters Score -5161912 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5162261.000000 Penalty: 5024.156738
	Iteration 14Q: 3 clusters Score -5162261 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5162790.500000 Penalty: 5024.156738
	Iteration 15Q: 3 clusters Score -5162790 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5163381.000000 Penalty: 5024.156738
	Iteration 16Q: 3 clusters Score -5163381 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -5164018.000000 Penalty: 5024.156738
	Iteration 17Q: 3 clusters Score -5164018 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -5164455.500000 Penalty: 5024.156738
	Iteration 18Q: 3 clusters Score -5164456 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -5164635.500000 Penalty: 5024.156738
	Iteration 19Q: 3 clusters Score -5164636 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5164609.500000 Penalty: 5024.156738
	Iteration 20F: 3 clusters Score -5164610 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5164612.500000 Penalty: 5024.156738
	Iteration 21Q: 3 clusters Score -5164612 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -5164537.500000 Penalty: 5024.156738
	Iteration 22Q: 3 clusters Score -5164538 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -5164533.500000 Penalty: 5024.156738
	Iteration 23Q: 3 clusters Score -5164534 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -5164500.000000 Penalty: 5024.156738
	Iteration 24Q: 3 clusters Score -5164500 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -5164515.500000 Penalty: 5024.156738
	Iteration 25Q: 3 clusters Score -5164516 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -5164512.500000 Penalty: 5024.156738
	Iteration 26Q: 3 clusters Score -5164512 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -5164548.000000 Penalty: 5024.156738
	Iteration 27Q: 3 clusters Score -5164548 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -5164568.000000 Penalty: 5024.156738
	Iteration 28Q: 3 clusters Score -5164568 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5164583.000000 Penalty: 5024.156738
	Iteration 29Q: 3 clusters Score -5164583 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -5164615.500000 Penalty: 5024.156738
	Iteration 30Q: 3 clusters Score -5164616 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -5164603.500000 Penalty: 5024.156738
	Iteration 31Q: 3 clusters Score -5164604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5164594.000000 Penalty: 5024.156738
	Iteration 32Q: 3 clusters Score -5164594 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -5164625.000000 Penalty: 5024.156738
	Iteration 33Q: 3 clusters Score -5164625 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -5164610.000000 Penalty: 5024.156738
	Iteration 34Q: 3 clusters Score -5164610 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5164612.000000 Penalty: 5024.156738
	Iteration 35Q: 3 clusters Score -5164612 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5164646.000000 Penalty: 5024.156738
	Iteration 36Q: 3 clusters Score -5164646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5164632.000000 Penalty: 5024.156738
	Iteration 37Q: 3 clusters Score -5164632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5164630.500000 Penalty: 5024.156738
	Iteration 38Q: 3 clusters Score -5164630 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -5164630.000000 Penalty: 5024.156738
	Iteration 39Q: 3 clusters Score -5164630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -5164742.500000 Penalty: 5024.156738
	Iteration 40F: 3 clusters Score -5164742 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5164737.500000 Penalty: 5024.156738
	Iteration 41Q: 3 clusters Score -5164738 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -5164741.000000 Penalty: 5024.156738
	Iteration 42Q: 3 clusters Score -5164741 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5164754.500000 Penalty: 5024.156738
	Iteration 43Q: 3 clusters Score -5164754 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -5164742.500000 Penalty: 5024.156738
	Iteration 44Q: 3 clusters Score -5164742 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -5164729.500000 Penalty: 5024.156738
	Iteration 45Q: 3 clusters Score -5164730 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5164739.500000 Penalty: 5024.156738
	Iteration 46Q: 3 clusters Score -5164740 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -5164752.000000 Penalty: 5024.156738
	Iteration 47Q: 3 clusters Score -5164752 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -5164754.000000 Penalty: 5024.156738
	Iteration 48Q: 3 clusters Score -5164754 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -5164741.000000 Penalty: 5024.156738
	Iteration 49Q: 3 clusters Score -5164741 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5164740.500000 Penalty: 5024.156738
	Iteration 50Q: 3 clusters Score -5164740 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5164775.000000 Penalty: 5024.156738
	Iteration 51Q: 3 clusters Score -5164775 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -5164766.000000 Penalty: 5024.156738
	Iteration 52Q: 3 clusters Score -5164766 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -5164775.000000 Penalty: 5024.156738
	Iteration 53Q: 3 clusters Score -5164775 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5164775.500000 Penalty: 5024.156738
	Iteration 54Q: 3 clusters Score -5164776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5164783.500000 Penalty: 5024.156738
	Iteration 55Q: 3 clusters Score -5164784 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -5164813.500000 Penalty: 5024.156738
	Iteration 56Q: 3 clusters Score -5164814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -5164818.500000 Penalty: 5024.156738
	Iteration 57Q: 3 clusters Score -5164818 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -5164848.000000 Penalty: 5024.156738
	Iteration 58Q: 3 clusters Score -5164848 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -5164832.500000 Penalty: 5024.156738
	Iteration 59Q: 3 clusters Score -5164832 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -5164870.500000 Penalty: 5024.156738
	Iteration 60F: 3 clusters Score -5164870 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5164936 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5164839 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5164784 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5164754 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5164732 nChanged 616
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Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5164758 nChanged 617
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Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5164730 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5164684 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5164645 nChanged 545
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5164634 nChanged 459
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5164647 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5164646 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5164630 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5164678 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5164705 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5164675 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5164660 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5164650 nChanged 211
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5164728 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5164788 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5164784 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5164862 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5164908 nChanged 290
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Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5164944 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5164966 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5165040 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5165019 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5165067 nChanged 494
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Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5165132 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5165132 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5165182 nChanged 424
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Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5165211 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5165224 nChanged 376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14674 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5165198 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5165186 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5165194 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5165196 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5165190 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5165179 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5165194 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5165192 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5165191 nChanged 171
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Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5165184 nChanged 177
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Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5165223 nChanged 169
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Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5165221 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5165238 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5165280 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5165271 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5165261 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5165270 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5165294 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5165318 nChanged 111
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Mstep: Class 1 contains 15088 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5165310 nChanged 122
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Mstep: Class 1 contains 15010 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5165317 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5165331 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14827 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5165370 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14762 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5165390 nChanged 118
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Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5165427 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5165442 nChanged 139
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Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5165464 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5165488 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5165530 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5165582 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5165645 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5165700 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5165729 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5165775 nChanged 179
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Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5165824 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5165866 nChanged 274
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Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5165910 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5165975 nChanged 284
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Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5166055 nChanged 295
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5166182 nChanged 297
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5166281 nChanged 332
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Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5166409 nChanged 358
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Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5166542 nChanged 381
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5166680 nChanged 367
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5166812 nChanged 354
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5166967 nChanged 371
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5167142 nChanged 344
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Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5167301 nChanged 349
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5167418 nChanged 323
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5167530 nChanged 274
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Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5167633 nChanged 245
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5167694 nChanged 251
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5167783 nChanged 205
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5167841 nChanged 171
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5167862 nChanged 137
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5167874 nChanged 113
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5167905 nChanged 95
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Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5167907 nChanged 65
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5167914 nChanged 56
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Entering Unmasked Estep 
Score: -5167915.000000 Penalty: 5024.156738
	Iteration 154Q: 3 clusters Score -5167915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5167920.500000 Penalty: 5024.156738
	Iteration 155Q: 3 clusters Score -5167920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -5167921.000000 Penalty: 5024.156738
	Iteration 156Q: 3 clusters Score -5167921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5167908.000000 Penalty: 5024.156738
	Iteration 157Q: 3 clusters Score -5167908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5167919.000000 Penalty: 5024.156738
	Iteration 158Q: 3 clusters Score -5167919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5167915.500000 Penalty: 5024.156738
	Iteration 159Q: 3 clusters Score -5167916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5167912.000000 Penalty: 5024.156738
	Iteration 160F: 3 clusters Score -5167912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5167922.000000 Penalty: 5024.156738
	Iteration 161Q: 3 clusters Score -5167922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5167928.500000 Penalty: 5024.156738
	Iteration 162Q: 3 clusters Score -5167928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -5167924.000000 Penalty: 5024.156738
	Iteration 163Q: 3 clusters Score -5167924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5167926.000000 Penalty: 5024.156738
	Iteration 164Q: 3 clusters Score -5167926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -5167930.500000 Penalty: 5024.156738
	Iteration 165Q: 3 clusters Score -5167930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5167932.500000 Penalty: 5024.156738
	Iteration 166Q: 3 clusters Score -5167932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5167935.000000 Penalty: 5024.156738
	Iteration 167Q: 3 clusters Score -5167935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5167933.000000 Penalty: 5024.156738
	Iteration 168Q: 3 clusters Score -5167933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5167934.000000 Penalty: 5024.156738
	Iteration 169Q: 3 clusters Score -5167934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5167935.000000 Penalty: 5024.156738
	Iteration 170Q: 3 clusters Score -5167935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -5167925.000000 Penalty: 5024.156738
	Iteration 171Q: 3 clusters Score -5167925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -5167940.000000 Penalty: 5024.156738
	Iteration 172Q: 3 clusters Score -5167940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5167938.500000 Penalty: 5024.156738
	Iteration 173Q: 3 clusters Score -5167938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -5167942.500000 Penalty: 5024.156738
	Iteration 174Q: 3 clusters Score -5167942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -5167943.500000 Penalty: 5024.156738
	Iteration 175Q: 3 clusters Score -5167944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -5167944.500000 Penalty: 5024.156738
	Iteration 176Q: 3 clusters Score -5167944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -5167941.500000 Penalty: 5024.156738
	Iteration 177Q: 3 clusters Score -5167942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5167936.500000 Penalty: 5024.156738
	Iteration 178Q: 3 clusters Score -5167936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -5167939.000000 Penalty: 5024.156738
	Iteration 179Q: 3 clusters Score -5167939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5167933.000000 Penalty: 5024.156738
	Iteration 180F: 3 clusters Score -5167933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5167930.000000 Penalty: 5024.156738
	Iteration 181Q: 3 clusters Score -5167930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5167935.000000 Penalty: 5024.156738
	Iteration 182Q: 3 clusters Score -5167935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5167927.000000 Penalty: 5024.156738
	Iteration 183Q: 3 clusters Score -5167927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5167942.500000 Penalty: 5024.156738
	Iteration 184Q: 3 clusters Score -5167942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5167930.000000 Penalty: 5024.156738
	Iteration 185Q: 3 clusters Score -5167930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5167931.500000 Penalty: 5024.156738
	Iteration 186Q: 3 clusters Score -5167932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5167926.500000 Penalty: 5024.156738
	Iteration 187Q: 3 clusters Score -5167926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5167920.000000 Penalty: 5024.156738
	Iteration 188Q: 3 clusters Score -5167920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5167927.500000 Penalty: 5024.156738
	Iteration 189Q: 3 clusters Score -5167928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5167930.000000 Penalty: 5024.156738
	Iteration 190Q: 3 clusters Score -5167930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5167923.500000 Penalty: 5024.156738
	Iteration 191Q: 3 clusters Score -5167924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5167925.000000 Penalty: 5024.156738
	Iteration 192Q: 3 clusters Score -5167925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5167925.500000 Penalty: 5024.156738
	Iteration 193Q: 3 clusters Score -5167926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5167925.000000 Penalty: 5024.156738
	Iteration 194Q: 3 clusters Score -5167925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -5167928.500000 Penalty: 5024.156738
	Iteration 195Q: 3 clusters Score -5167928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5167930.000000 Penalty: 5024.156738
	Iteration 196Q: 3 clusters Score -5167930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -5167924.500000 Penalty: 5024.156738
	Iteration 197Q: 3 clusters Score -5167924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5167932.500000 Penalty: 5024.156738
	Iteration 198Q: 3 clusters Score -5167932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5167925.000000 Penalty: 5024.156738
	Iteration 199Q: 3 clusters Score -5167925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5167929.000000 Penalty: 5024.156738
	Iteration 200F: 3 clusters Score -5167929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5167934.500000 Penalty: 5024.156738
	Iteration 201Q: 3 clusters Score -5167934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5167931.000000 Penalty: 5024.156738
	Iteration 202Q: 3 clusters Score -5167931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -5167931.500000 Penalty: 5024.156738
	Iteration 203Q: 3 clusters Score -5167932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5167931.000000 Penalty: 5024.156738
	Iteration 204Q: 3 clusters Score -5167931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5167929.500000 Penalty: 5024.156738
	Iteration 205Q: 3 clusters Score -5167930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5167929.500000 Penalty: 5024.156738
	Iteration 206Q: 3 clusters Score -5167930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5167929.500000 Penalty: 5024.156738
	Iteration 207F: 3 clusters Score -5167930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (31948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Entering Unmasked Estep 
Score: -6181627.000000 Penalty: 2572.222656
	Iteration 0F: 2 clusters Score -6181627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -6162160.500000 Penalty: 5144.445312
	Iteration 0F: 3 clusters Score -6162160 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6169964.500000 Penalty: 5144.445312
	Iteration 1F: 3 clusters Score -6169964 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -6170437.000000 Penalty: 5144.445312
	Iteration 2Q: 3 clusters Score -6170437 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -6170758.000000 Penalty: 5144.445312
	Iteration 3Q: 3 clusters Score -6170758 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -6171086.500000 Penalty: 5144.445312
	Iteration 4Q: 3 clusters Score -6171086 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6171429.500000 Penalty: 5144.445312
	Iteration 5Q: 3 clusters Score -6171430 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -6171918.500000 Penalty: 5144.445312
	Iteration 6Q: 3 clusters Score -6171918 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -6172603.000000 Penalty: 5144.445312
	Iteration 7Q: 3 clusters Score -6172603 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -6173645.000000 Penalty: 5144.445312
	Iteration 8F: 3 clusters Score -6173645 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -6175309.000000 Penalty: 5144.445312
	Iteration 9F: 3 clusters Score -6175309 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -6177087.000000 Penalty: 5144.445312
	Iteration 10F: 3 clusters Score -6177087 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6178292.000000 Penalty: 5144.445312
	Iteration 11F: 3 clusters Score -6178292 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -6178879.500000 Penalty: 5144.445312
	Iteration 12Q: 3 clusters Score -6178880 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -6179129.500000 Penalty: 5144.445312
	Iteration 13Q: 3 clusters Score -6179130 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -6179271.000000 Penalty: 5144.445312
	Iteration 14Q: 3 clusters Score -6179271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -6179330.000000 Penalty: 5144.445312
	Iteration 15Q: 3 clusters Score -6179330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -6179377.000000 Penalty: 5144.445312
	Iteration 16Q: 3 clusters Score -6179377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -6179401.500000 Penalty: 5144.445312
	Iteration 17Q: 3 clusters Score -6179402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -6179420.000000 Penalty: 5144.445312
	Iteration 18Q: 3 clusters Score -6179420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -6179418.000000 Penalty: 5144.445312
	Iteration 19Q: 3 clusters Score -6179418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -6179418.500000 Penalty: 5144.445312
	Iteration 20F: 3 clusters Score -6179418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6179419.000000 Penalty: 5144.445312
	Iteration 21Q: 3 clusters Score -6179419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6179430.000000 Penalty: 5144.445312
	Iteration 22Q: 3 clusters Score -6179430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6179430.000000 Penalty: 5144.445312
	Iteration 23F: 3 clusters Score -6179430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -29392.712891 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -29392.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28490.500000 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -28490.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28619.560547 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -28619.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28658.810547 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -28658.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28669.197266 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -28669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28676.083984 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -28676.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28677.296875 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -28677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28677.296875 Penalty: 2620.468994
	Iteration 6F: 3 clusters Score -28677.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Entering Unmasked Estep 
Score: -6217365.500000 Penalty: 2573.245117
	Iteration 0F: 2 clusters Score -6217366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -6197517.500000 Penalty: 5146.490234
	Iteration 0F: 3 clusters Score -6197518 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -6205322.500000 Penalty: 5146.490234
	Iteration 1F: 3 clusters Score -6205322 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6205736.500000 Penalty: 5146.490234
	Iteration 2Q: 3 clusters Score -6205736 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6206165.500000 Penalty: 5146.490234
	Iteration 3Q: 3 clusters Score -6206166 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -6206450.000000 Penalty: 5146.490234
	Iteration 4Q: 3 clusters Score -6206450 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6206809.500000 Penalty: 5146.490234
	Iteration 5Q: 3 clusters Score -6206810 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -6207168.000000 Penalty: 5146.490234
	Iteration 6Q: 3 clusters Score -6207168 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -6207635.000000 Penalty: 5146.490234
	Iteration 7Q: 3 clusters Score -6207635 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -6208247.500000 Penalty: 5146.490234
	Iteration 8Q: 3 clusters Score -6208248 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -6209102.000000 Penalty: 5146.490234
	Iteration 9Q: 3 clusters Score -6209102 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -6210605.500000 Penalty: 5146.490234
	Iteration 10F: 3 clusters Score -6210606 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6212137.500000 Penalty: 5146.490234
	Iteration 11F: 3 clusters Score -6212138 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6213460.500000 Penalty: 5146.490234
	Iteration 12F: 3 clusters Score -6213460 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -6214246.500000 Penalty: 5146.490234
	Iteration 13Q: 3 clusters Score -6214246 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6214643.000000 Penalty: 5146.490234
	Iteration 14Q: 3 clusters Score -6214643 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -6214830.000000 Penalty: 5146.490234
	Iteration 15Q: 3 clusters Score -6214830 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -6214955.000000 Penalty: 5146.490234
	Iteration 16Q: 3 clusters Score -6214955 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6215042.000000 Penalty: 5146.490234
	Iteration 17Q: 3 clusters Score -6215042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -6215073.500000 Penalty: 5146.490234
	Iteration 18Q: 3 clusters Score -6215074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6215098.500000 Penalty: 5146.490234
	Iteration 19Q: 3 clusters Score -6215098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6215107.500000 Penalty: 5146.490234
	Iteration 20F: 3 clusters Score -6215108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6215112.500000 Penalty: 5146.490234
	Iteration 21Q: 3 clusters Score -6215112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6215126.000000 Penalty: 5146.490234
	Iteration 22Q: 3 clusters Score -6215126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6215137.000000 Penalty: 5146.490234
	Iteration 23Q: 3 clusters Score -6215137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6215151.000000 Penalty: 5146.490234
	Iteration 24Q: 3 clusters Score -6215151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -6215145.000000 Penalty: 5146.490234
	Iteration 25Q: 3 clusters Score -6215145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -6215155.500000 Penalty: 5146.490234
	Iteration 26Q: 3 clusters Score -6215156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -6215156.000000 Penalty: 5146.490234
	Iteration 27Q: 3 clusters Score -6215156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -6215162.500000 Penalty: 5146.490234
	Iteration 28Q: 3 clusters Score -6215162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6215168.000000 Penalty: 5146.490234
	Iteration 29Q: 3 clusters Score -6215168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -6215172.500000 Penalty: 5146.490234
	Iteration 30Q: 3 clusters Score -6215172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6215188.000000 Penalty: 5146.490234
	Iteration 31Q: 3 clusters Score -6215188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -6215187.000000 Penalty: 5146.490234
	Iteration 32Q: 3 clusters Score -6215187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6215184.500000 Penalty: 5146.490234
	Iteration 33Q: 3 clusters Score -6215184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -6215194.000000 Penalty: 5146.490234
	Iteration 34Q: 3 clusters Score -6215194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6215193.500000 Penalty: 5146.490234
	Iteration 35Q: 3 clusters Score -6215194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6215193.500000 Penalty: 5146.490234
	Iteration 36F: 3 clusters Score -6215194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Entering Unmasked Estep 
Score: -4561842.000000 Penalty: 2480.377197
	Iteration 0F: 2 clusters Score -4561842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4548962.500000 Penalty: 4960.754395
	Iteration 0F: 3 clusters Score -4548962 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4554135.000000 Penalty: 4960.754395
	Iteration 1F: 3 clusters Score -4554135 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4554452.000000 Penalty: 4960.754395
	Iteration 2F: 3 clusters Score -4554452 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4554725.000000 Penalty: 4960.754395
	Iteration 3F: 3 clusters Score -4554725 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4554908.500000 Penalty: 4960.754395
	Iteration 4Q: 3 clusters Score -4554908 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4555273.000000 Penalty: 4960.754395
	Iteration 5Q: 3 clusters Score -4555273 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4555518.000000 Penalty: 4960.754395
	Iteration 6Q: 3 clusters Score -4555518 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4555591.000000 Penalty: 4960.754395
	Iteration 7Q: 3 clusters Score -4555591 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -4555730.500000 Penalty: 4960.754395
	Iteration 8Q: 3 clusters Score -4555730 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4555888.000000 Penalty: 4960.754395
	Iteration 9Q: 3 clusters Score -4555888 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4556088.500000 Penalty: 4960.754395
	Iteration 10Q: 3 clusters Score -4556088 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4556255.000000 Penalty: 4960.754395
	Iteration 11Q: 3 clusters Score -4556255 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4556462.000000 Penalty: 4960.754395
	Iteration 12Q: 3 clusters Score -4556462 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4556769.000000 Penalty: 4960.754395
	Iteration 13Q: 3 clusters Score -4556769 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4557117.000000 Penalty: 4960.754395
	Iteration 14Q: 3 clusters Score -4557117 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4557481.500000 Penalty: 4960.754395
	Iteration 15Q: 3 clusters Score -4557482 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4557748.500000 Penalty: 4960.754395
	Iteration 16Q: 3 clusters Score -4557748 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -4557975.500000 Penalty: 4960.754395
	Iteration 17Q: 3 clusters Score -4557976 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4558150.500000 Penalty: 4960.754395
	Iteration 18Q: 3 clusters Score -4558150 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4558307.000000 Penalty: 4960.754395
	Iteration 19Q: 3 clusters Score -4558307 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4558437.500000 Penalty: 4960.754395
	Iteration 20F: 3 clusters Score -4558438 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4558576.500000 Penalty: 4960.754395
	Iteration 21Q: 3 clusters Score -4558576 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4558695.500000 Penalty: 4960.754395
	Iteration 22Q: 3 clusters Score -4558696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4558806.000000 Penalty: 4960.754395
	Iteration 23Q: 3 clusters Score -4558806 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4558857.500000 Penalty: 4960.754395
	Iteration 24Q: 3 clusters Score -4558858 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4558970.500000 Penalty: 4960.754395
	Iteration 25Q: 3 clusters Score -4558970 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4559028.500000 Penalty: 4960.754395
	Iteration 26Q: 3 clusters Score -4559028 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4559117.000000 Penalty: 4960.754395
	Iteration 27Q: 3 clusters Score -4559117 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -4559158.000000 Penalty: 4960.754395
	Iteration 28Q: 3 clusters Score -4559158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4559199.500000 Penalty: 4960.754395
	Iteration 29Q: 3 clusters Score -4559200 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4559165.500000 Penalty: 4960.754395
	Iteration 30Q: 3 clusters Score -4559166 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4559263.000000 Penalty: 4960.754395
	Iteration 31Q: 3 clusters Score -4559263 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4559400.500000 Penalty: 4960.754395
	Iteration 32Q: 3 clusters Score -4559400 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4559512.500000 Penalty: 4960.754395
	Iteration 33Q: 3 clusters Score -4559512 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4559579.000000 Penalty: 4960.754395
	Iteration 34Q: 3 clusters Score -4559579 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4559571.500000 Penalty: 4960.754395
	Iteration 35Q: 3 clusters Score -4559572 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4559544.500000 Penalty: 4960.754395
	Iteration 36Q: 3 clusters Score -4559544 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4559604.000000 Penalty: 4960.754395
	Iteration 37Q: 3 clusters Score -4559604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -4559526.000000 Penalty: 4960.754395
	Iteration 38Q: 3 clusters Score -4559526 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4559395.000000 Penalty: 4960.754395
	Iteration 39Q: 3 clusters Score -4559395 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4559794.500000 Penalty: 4960.754395
	Iteration 40F: 3 clusters Score -4559794 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4560484.500000 Penalty: 4960.754395
	Iteration 41Q: 3 clusters Score -4560484 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4561086.500000 Penalty: 4960.754395
	Iteration 42Q: 3 clusters Score -4561086 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -4561241.500000 Penalty: 4960.754395
	Iteration 43Q: 3 clusters Score -4561242 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4561116.500000 Penalty: 4960.754395
	Iteration 44Q: 3 clusters Score -4561116 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4560819.500000 Penalty: 4960.754395
	Iteration 45Q: 3 clusters Score -4560820 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4560841.000000 Penalty: 4960.754395
	Iteration 46Q: 3 clusters Score -4560841 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4560565.500000 Penalty: 4960.754395
	Iteration 47Q: 3 clusters Score -4560566 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -4560513.000000 Penalty: 4960.754395
	Iteration 48Q: 3 clusters Score -4560513 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4560511.500000 Penalty: 4960.754395
	Iteration 49Q: 3 clusters Score -4560512 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4560405.000000 Penalty: 4960.754395
	Iteration 50Q: 3 clusters Score -4560405 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4560258.000000 Penalty: 4960.754395
	Iteration 51Q: 3 clusters Score -4560258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4560183.000000 Penalty: 4960.754395
	Iteration 52Q: 3 clusters Score -4560183 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4560210.000000 Penalty: 4960.754395
	Iteration 53Q: 3 clusters Score -4560210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4560178.000000 Penalty: 4960.754395
	Iteration 54Q: 3 clusters Score -4560178 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4560174.500000 Penalty: 4960.754395
	Iteration 55Q: 3 clusters Score -4560174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4560161.500000 Penalty: 4960.754395
	Iteration 56Q: 3 clusters Score -4560162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4560150.000000 Penalty: 4960.754395
	Iteration 57Q: 3 clusters Score -4560150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4560117.500000 Penalty: 4960.754395
	Iteration 58Q: 3 clusters Score -4560118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -4560109.000000 Penalty: 4960.754395
	Iteration 59Q: 3 clusters Score -4560109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4560423.000000 Penalty: 4960.754395
	Iteration 60F: 3 clusters Score -4560423 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4560543.500000 Penalty: 4960.754395
	Iteration 61Q: 3 clusters Score -4560544 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4560531.000000 Penalty: 4960.754395
	Iteration 62Q: 3 clusters Score -4560531 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4560501.500000 Penalty: 4960.754395
	Iteration 63Q: 3 clusters Score -4560502 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4560494.000000 Penalty: 4960.754395
	Iteration 64Q: 3 clusters Score -4560494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4560489.500000 Penalty: 4960.754395
	Iteration 65Q: 3 clusters Score -4560490 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4560479.500000 Penalty: 4960.754395
	Iteration 66Q: 3 clusters Score -4560480 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4560479.000000 Penalty: 4960.754395
	Iteration 67Q: 3 clusters Score -4560479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4560471.000000 Penalty: 4960.754395
	Iteration 68Q: 3 clusters Score -4560471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4560455.500000 Penalty: 4960.754395
	Iteration 69Q: 3 clusters Score -4560456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4560457.500000 Penalty: 4960.754395
	Iteration 70Q: 3 clusters Score -4560458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4560468.500000 Penalty: 4960.754395
	Iteration 71Q: 3 clusters Score -4560468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4560458.500000 Penalty: 4960.754395
	Iteration 72Q: 3 clusters Score -4560458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4560453.500000 Penalty: 4960.754395
	Iteration 73Q: 3 clusters Score -4560454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4560456.000000 Penalty: 4960.754395
	Iteration 74Q: 3 clusters Score -4560456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4560432.000000 Penalty: 4960.754395
	Iteration 75Q: 3 clusters Score -4560432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4560439.500000 Penalty: 4960.754395
	Iteration 76Q: 3 clusters Score -4560440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4560430.500000 Penalty: 4960.754395
	Iteration 77Q: 3 clusters Score -4560430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4560444.500000 Penalty: 4960.754395
	Iteration 78Q: 3 clusters Score -4560444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4560435.000000 Penalty: 4960.754395
	Iteration 79Q: 3 clusters Score -4560435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4560438.500000 Penalty: 4960.754395
	Iteration 80F: 3 clusters Score -4560438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4560434.000000 Penalty: 4960.754395
	Iteration 81Q: 3 clusters Score -4560434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4560433.000000 Penalty: 4960.754395
	Iteration 82Q: 3 clusters Score -4560433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4560435.500000 Penalty: 4960.754395
	Iteration 83Q: 3 clusters Score -4560436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4560439.000000 Penalty: 4960.754395
	Iteration 84Q: 3 clusters Score -4560439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4560445.500000 Penalty: 4960.754395
	Iteration 85Q: 3 clusters Score -4560446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -4560439.000000 Penalty: 4960.754395
	Iteration 86Q: 3 clusters Score -4560439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4560436.500000 Penalty: 4960.754395
	Iteration 87Q: 3 clusters Score -4560436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4560435.500000 Penalty: 4960.754395
	Iteration 88Q: 3 clusters Score -4560436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4560435.500000 Penalty: 4960.754395
	Iteration 89F: 3 clusters Score -4560436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Entering Unmasked Estep 
Score: -5388664.500000 Penalty: 2543.760254
	Iteration 0F: 2 clusters Score -5388664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5369747.000000 Penalty: 5087.520508
	Iteration 0F: 3 clusters Score -5369747 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -5376976.500000 Penalty: 5087.520508
	Iteration 1F: 3 clusters Score -5376976 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -5377851.500000 Penalty: 5087.520508
	Iteration 2F: 3 clusters Score -5377852 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -5378875.000000 Penalty: 5087.520508
	Iteration 3F: 3 clusters Score -5378875 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5380048.000000 Penalty: 5087.520508
	Iteration 4F: 3 clusters Score -5380048 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5381484.500000 Penalty: 5087.520508
	Iteration 5F: 3 clusters Score -5381484 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -5382947.500000 Penalty: 5087.520508
	Iteration 6F: 3 clusters Score -5382948 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -5384085.500000 Penalty: 5087.520508
	Iteration 7F: 3 clusters Score -5384086 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -5384659.000000 Penalty: 5087.520508
	Iteration 8Q: 3 clusters Score -5384659 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5384920.500000 Penalty: 5087.520508
	Iteration 9Q: 3 clusters Score -5384920 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -5385053.500000 Penalty: 5087.520508
	Iteration 10Q: 3 clusters Score -5385054 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5385124.500000 Penalty: 5087.520508
	Iteration 11Q: 3 clusters Score -5385124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5385183.500000 Penalty: 5087.520508
	Iteration 12Q: 3 clusters Score -5385184 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5385227.500000 Penalty: 5087.520508
	Iteration 13Q: 3 clusters Score -5385228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5385284.000000 Penalty: 5087.520508
	Iteration 14Q: 3 clusters Score -5385284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5385300.500000 Penalty: 5087.520508
	Iteration 15Q: 3 clusters Score -5385300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5385318.000000 Penalty: 5087.520508
	Iteration 16Q: 3 clusters Score -5385318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -5385342.500000 Penalty: 5087.520508
	Iteration 17Q: 3 clusters Score -5385342 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5385364.500000 Penalty: 5087.520508
	Iteration 18Q: 3 clusters Score -5385364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5385378.500000 Penalty: 5087.520508
	Iteration 19Q: 3 clusters Score -5385378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5385383.000000 Penalty: 5087.520508
	Iteration 20F: 3 clusters Score -5385383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5385393.000000 Penalty: 5087.520508
	Iteration 21Q: 3 clusters Score -5385393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -5385433.000000 Penalty: 5087.520508
	Iteration 22Q: 3 clusters Score -5385433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -5385448.000000 Penalty: 5087.520508
	Iteration 23Q: 3 clusters Score -5385448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5385456.000000 Penalty: 5087.520508
	Iteration 24Q: 3 clusters Score -5385456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5385478.000000 Penalty: 5087.520508
	Iteration 25Q: 3 clusters Score -5385478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -5385493.000000 Penalty: 5087.520508
	Iteration 26Q: 3 clusters Score -5385493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5385491.000000 Penalty: 5087.520508
	Iteration 27Q: 3 clusters Score -5385491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5385514.000000 Penalty: 5087.520508
	Iteration 28Q: 3 clusters Score -5385514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5385529.500000 Penalty: 5087.520508
	Iteration 29Q: 3 clusters Score -5385530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -5385541.000000 Penalty: 5087.520508
	Iteration 30Q: 3 clusters Score -5385541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5385563.500000 Penalty: 5087.520508
	Iteration 31Q: 3 clusters Score -5385564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -5385570.500000 Penalty: 5087.520508
	Iteration 32Q: 3 clusters Score -5385570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5385568.000000 Penalty: 5087.520508
	Iteration 33Q: 3 clusters Score -5385568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5385574.500000 Penalty: 5087.520508
	Iteration 34Q: 3 clusters Score -5385574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5385585.000000 Penalty: 5087.520508
	Iteration 35Q: 3 clusters Score -5385585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5385596.500000 Penalty: 5087.520508
	Iteration 36Q: 3 clusters Score -5385596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5385579.500000 Penalty: 5087.520508
	Iteration 37Q: 3 clusters Score -5385580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5385584.500000 Penalty: 5087.520508
	Iteration 38Q: 3 clusters Score -5385584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -5385577.000000 Penalty: 5087.520508
	Iteration 39Q: 3 clusters Score -5385577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -5385592.500000 Penalty: 5087.520508
	Iteration 40F: 3 clusters Score -5385592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5385597.000000 Penalty: 5087.520508
	Iteration 41Q: 3 clusters Score -5385597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5385598.500000 Penalty: 5087.520508
	Iteration 42Q: 3 clusters Score -5385598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5385607.000000 Penalty: 5087.520508
	Iteration 43Q: 3 clusters Score -5385607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5385608.000000 Penalty: 5087.520508
	Iteration 44Q: 3 clusters Score -5385608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -5385611.000000 Penalty: 5087.520508
	Iteration 45Q: 3 clusters Score -5385611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5385612.000000 Penalty: 5087.520508
	Iteration 46Q: 3 clusters Score -5385612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5385616.500000 Penalty: 5087.520508
	Iteration 47Q: 3 clusters Score -5385616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5385615.000000 Penalty: 5087.520508
	Iteration 48Q: 3 clusters Score -5385615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5385615.000000 Penalty: 5087.520508
	Iteration 49F: 3 clusters Score -5385615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -36515.867188 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -36515.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -35412.093750 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -35412.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -35461.718750 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -35461.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -35492.984375 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -35492.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35510.660156 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -35510.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35514.566406 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -35514.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -35514.566406 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -35514.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -350884.218750 Penalty: 1875.931152
	Iteration 0F: 2 clusters Score -350884.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -348381.031250 Penalty: 3751.862305
	Iteration 0F: 3 clusters Score -348381 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -349024.250000 Penalty: 3751.862305
	Iteration 1F: 3 clusters Score -349024.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -349518.125000 Penalty: 3751.862305
	Iteration 2F: 3 clusters Score -349518.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -349974.125000 Penalty: 3751.862305
	Iteration 3F: 3 clusters Score -349974.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -350379.625000 Penalty: 3751.862305
	Iteration 4F: 3 clusters Score -350379.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -350645.750000 Penalty: 3751.862305
	Iteration 5F: 3 clusters Score -350645.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -350772.875000 Penalty: 3751.862305
	Iteration 6Q: 3 clusters Score -350772.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -350856.281250 Penalty: 3751.862305
	Iteration 7Q: 3 clusters Score -350856.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -350919.406250 Penalty: 3751.862305
	Iteration 8Q: 3 clusters Score -350919.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -350973.031250 Penalty: 3751.862305
	Iteration 9Q: 3 clusters Score -350973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -351009.531250 Penalty: 3751.862305
	Iteration 10Q: 3 clusters Score -351009.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -351028.812500 Penalty: 3751.862305
	Iteration 11Q: 3 clusters Score -351028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -351040.156250 Penalty: 3751.862305
	Iteration 12Q: 3 clusters Score -351040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -351048.187500 Penalty: 3751.862305
	Iteration 13Q: 3 clusters Score -351048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -351055.125000 Penalty: 3751.862305
	Iteration 14Q: 3 clusters Score -351055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -351057.187500 Penalty: 3751.862305
	Iteration 15Q: 3 clusters Score -351057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -351058.656250 Penalty: 3751.862305
	Iteration 16Q: 3 clusters Score -351058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -351064.000000 Penalty: 3751.862305
	Iteration 17Q: 3 clusters Score -351064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -351072.656250 Penalty: 3751.862305
	Iteration 18Q: 3 clusters Score -351072.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -351075.531250 Penalty: 3751.862305
	Iteration 19Q: 3 clusters Score -351075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -351077.406250 Penalty: 3751.862305
	Iteration 20F: 3 clusters Score -351077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -351078.437500 Penalty: 3751.862305
	Iteration 21Q: 3 clusters Score -351078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -351079.437500 Penalty: 3751.862305
	Iteration 22Q: 3 clusters Score -351079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -351079.437500 Penalty: 3751.862305
	Iteration 23F: 3 clusters Score -351079.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 29984 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 28671 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 23247 members 
Mstep: Class 8 contains 24892 members 
Mstep: Class 9 contains 34480 members 
Mstep: Class 10 contains 41107 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30115 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 22961 members 
Mstep: Class 21 contains 40038 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 34350 members 
Mstep: Class 24 contains 25068 members 
Mstep: Class 25 contains 31948 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32080 members 
Mstep: Class 28 contains 22060 members 
Mstep: Class 29 contains 28484 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 26233 members 
Mstep: Class 33 contains 20589 members 
Mstep: Class 34 contains 25092 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 26016 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20672 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28953 members 
Mstep: Class 41 contains 25644 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19863 members 
Mstep: Class 44 contains 29581 members 
Mstep: Class 45 contains 30961 members 
Mstep: Class 46 contains 18898 members 
Mstep: Class 47 contains 824 members 
Entering Unmasked Estep 
Score: -177448608.000000 Penalty: 160116.750000
Splitting cluster 31 changes total score from -177449776.000000 to -177448608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (26233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Entering Unmasked Estep 
Score: -4893313.000000 Penalty: 2523.343750
	Iteration 0F: 2 clusters Score -4893313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4875378.500000 Penalty: 5046.687500
	Iteration 0F: 3 clusters Score -4875378 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4881709.000000 Penalty: 5046.687500
	Iteration 1F: 3 clusters Score -4881709 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4882148.000000 Penalty: 5046.687500
	Iteration 2F: 3 clusters Score -4882148 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4882586.000000 Penalty: 5046.687500
	Iteration 3Q: 3 clusters Score -4882586 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -4883003.500000 Penalty: 5046.687500
	Iteration 4Q: 3 clusters Score -4883004 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4883439.000000 Penalty: 5046.687500
	Iteration 5Q: 3 clusters Score -4883439 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -4883911.000000 Penalty: 5046.687500
	Iteration 6Q: 3 clusters Score -4883911 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4884463.500000 Penalty: 5046.687500
	Iteration 7Q: 3 clusters Score -4884464 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4885152.500000 Penalty: 5046.687500
	Iteration 8Q: 3 clusters Score -4885152 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -4885913.500000 Penalty: 5046.687500
	Iteration 9Q: 3 clusters Score -4885914 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -4886673.500000 Penalty: 5046.687500
	Iteration 10Q: 3 clusters Score -4886674 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4887249.500000 Penalty: 5046.687500
	Iteration 11Q: 3 clusters Score -4887250 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4887575.500000 Penalty: 5046.687500
	Iteration 12Q: 3 clusters Score -4887576 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4887688.500000 Penalty: 5046.687500
	Iteration 13Q: 3 clusters Score -4887688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4887733.500000 Penalty: 5046.687500
	Iteration 14Q: 3 clusters Score -4887734 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4887766.500000 Penalty: 5046.687500
	Iteration 15Q: 3 clusters Score -4887766 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4887772.500000 Penalty: 5046.687500
	Iteration 16Q: 3 clusters Score -4887772 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4887812.000000 Penalty: 5046.687500
	Iteration 17Q: 3 clusters Score -4887812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4887813.500000 Penalty: 5046.687500
	Iteration 18Q: 3 clusters Score -4887814 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4887848.000000 Penalty: 5046.687500
	Iteration 19Q: 3 clusters Score -4887848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4887866.000000 Penalty: 5046.687500
	Iteration 20F: 3 clusters Score -4887866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4887887.000000 Penalty: 5046.687500
	Iteration 21Q: 3 clusters Score -4887887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -4887906.500000 Penalty: 5046.687500
	Iteration 22Q: 3 clusters Score -4887906 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4887927.500000 Penalty: 5046.687500
	Iteration 23Q: 3 clusters Score -4887928 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4887953.000000 Penalty: 5046.687500
	Iteration 24Q: 3 clusters Score -4887953 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4887992.500000 Penalty: 5046.687500
	Iteration 25Q: 3 clusters Score -4887992 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4888007.000000 Penalty: 5046.687500
	Iteration 26Q: 3 clusters Score -4888007 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4888039.500000 Penalty: 5046.687500
	Iteration 27Q: 3 clusters Score -4888040 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4888068.500000 Penalty: 5046.687500
	Iteration 28Q: 3 clusters Score -4888068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4888087.500000 Penalty: 5046.687500
	Iteration 29Q: 3 clusters Score -4888088 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -4888120.000000 Penalty: 5046.687500
	Iteration 30Q: 3 clusters Score -4888120 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4888151.000000 Penalty: 5046.687500
	Iteration 31Q: 3 clusters Score -4888151 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -4888175.000000 Penalty: 5046.687500
	Iteration 32Q: 3 clusters Score -4888175 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4888197.500000 Penalty: 5046.687500
	Iteration 33Q: 3 clusters Score -4888198 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -4888217.000000 Penalty: 5046.687500
	Iteration 34Q: 3 clusters Score -4888217 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4888249.000000 Penalty: 5046.687500
	Iteration 35Q: 3 clusters Score -4888249 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4888281.500000 Penalty: 5046.687500
	Iteration 36Q: 3 clusters Score -4888282 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4888337.000000 Penalty: 5046.687500
	Iteration 37Q: 3 clusters Score -4888337 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -4888377.500000 Penalty: 5046.687500
	Iteration 38Q: 3 clusters Score -4888378 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4888414.000000 Penalty: 5046.687500
	Iteration 39Q: 3 clusters Score -4888414 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -4888468.500000 Penalty: 5046.687500
	Iteration 40F: 3 clusters Score -4888468 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4888529.500000 Penalty: 5046.687500
	Iteration 41Q: 3 clusters Score -4888530 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4888570.000000 Penalty: 5046.687500
	Iteration 42Q: 3 clusters Score -4888570 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4888648.000000 Penalty: 5046.687500
	Iteration 43Q: 3 clusters Score -4888648 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4888743.500000 Penalty: 5046.687500
	Iteration 44Q: 3 clusters Score -4888744 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4888844.000000 Penalty: 5046.687500
	Iteration 45Q: 3 clusters Score -4888844 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4888977.000000 Penalty: 5046.687500
	Iteration 46Q: 3 clusters Score -4888977 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4889139.000000 Penalty: 5046.687500
	Iteration 47Q: 3 clusters Score -4889139 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4889287.000000 Penalty: 5046.687500
	Iteration 48Q: 3 clusters Score -4889287 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -4889442.500000 Penalty: 5046.687500
	Iteration 49Q: 3 clusters Score -4889442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4889620.000000 Penalty: 5046.687500
	Iteration 50Q: 3 clusters Score -4889620 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4889809.000000 Penalty: 5046.687500
	Iteration 51Q: 3 clusters Score -4889809 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4889956.000000 Penalty: 5046.687500
	Iteration 52Q: 3 clusters Score -4889956 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4890085.000000 Penalty: 5046.687500
	Iteration 53Q: 3 clusters Score -4890085 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4890175.500000 Penalty: 5046.687500
	Iteration 54Q: 3 clusters Score -4890176 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -4890266.500000 Penalty: 5046.687500
	Iteration 55Q: 3 clusters Score -4890266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4890390.500000 Penalty: 5046.687500
	Iteration 56Q: 3 clusters Score -4890390 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4890478.500000 Penalty: 5046.687500
	Iteration 57Q: 3 clusters Score -4890478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4890551.000000 Penalty: 5046.687500
	Iteration 58Q: 3 clusters Score -4890551 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4890616.500000 Penalty: 5046.687500
	Iteration 59Q: 3 clusters Score -4890616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4890677.500000 Penalty: 5046.687500
	Iteration 60F: 3 clusters Score -4890678 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -4890741.500000 Penalty: 5046.687500
	Iteration 61Q: 3 clusters Score -4890742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4890779.000000 Penalty: 5046.687500
	Iteration 62Q: 3 clusters Score -4890779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4890815.000000 Penalty: 5046.687500
	Iteration 63Q: 3 clusters Score -4890815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -4890837.500000 Penalty: 5046.687500
	Iteration 64Q: 3 clusters Score -4890838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4890866.500000 Penalty: 5046.687500
	Iteration 65Q: 3 clusters Score -4890866 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4890897.000000 Penalty: 5046.687500
	Iteration 66Q: 3 clusters Score -4890897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4890912.000000 Penalty: 5046.687500
	Iteration 67Q: 3 clusters Score -4890912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4890938.500000 Penalty: 5046.687500
	Iteration 68Q: 3 clusters Score -4890938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -4890966.500000 Penalty: 5046.687500
	Iteration 69Q: 3 clusters Score -4890966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -4890977.500000 Penalty: 5046.687500
	Iteration 70Q: 3 clusters Score -4890978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4890988.500000 Penalty: 5046.687500
	Iteration 71Q: 3 clusters Score -4890988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4890999.000000 Penalty: 5046.687500
	Iteration 72Q: 3 clusters Score -4890999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4891013.000000 Penalty: 5046.687500
	Iteration 73Q: 3 clusters Score -4891013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4891007.500000 Penalty: 5046.687500
	Iteration 74Q: 3 clusters Score -4891008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4891009.000000 Penalty: 5046.687500
	Iteration 75Q: 3 clusters Score -4891009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4891023.500000 Penalty: 5046.687500
	Iteration 76Q: 3 clusters Score -4891024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4891035.500000 Penalty: 5046.687500
	Iteration 77Q: 3 clusters Score -4891036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4891031.000000 Penalty: 5046.687500
	Iteration 78Q: 3 clusters Score -4891031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4891035.500000 Penalty: 5046.687500
	Iteration 79Q: 3 clusters Score -4891036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4891039.000000 Penalty: 5046.687500
	Iteration 80F: 3 clusters Score -4891039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -4891043.500000 Penalty: 5046.687500
	Iteration 81Q: 3 clusters Score -4891044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -4891048.500000 Penalty: 5046.687500
	Iteration 82Q: 3 clusters Score -4891048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4891046.000000 Penalty: 5046.687500
	Iteration 83Q: 3 clusters Score -4891046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4891044.500000 Penalty: 5046.687500
	Iteration 84Q: 3 clusters Score -4891044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4891044.000000 Penalty: 5046.687500
	Iteration 85Q: 3 clusters Score -4891044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4891046.000000 Penalty: 5046.687500
	Iteration 86Q: 3 clusters Score -4891046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4891046.000000 Penalty: 5046.687500
	Iteration 87F: 3 clusters Score -4891046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -4195532.500000 Penalty: 2463.262939
	Iteration 0F: 2 clusters Score -4195532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -4182398.500000 Penalty: 4926.525879
	Iteration 0F: 3 clusters Score -4182398 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4187272.000000 Penalty: 4926.525879
	Iteration 1F: 3 clusters Score -4187272 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -4187694.000000 Penalty: 4926.525879
	Iteration 2F: 3 clusters Score -4187694 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4188044.000000 Penalty: 4926.525879
	Iteration 3F: 3 clusters Score -4188044 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4188355.000000 Penalty: 4926.525879
	Iteration 4Q: 3 clusters Score -4188355 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4188676.500000 Penalty: 4926.525879
	Iteration 5Q: 3 clusters Score -4188676 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4189037.250000 Penalty: 4926.525879
	Iteration 6Q: 3 clusters Score -4189037 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4189507.500000 Penalty: 4926.525879
	Iteration 7F: 3 clusters Score -4189508 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4190057.500000 Penalty: 4926.525879
	Iteration 8F: 3 clusters Score -4190058 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4190802.250000 Penalty: 4926.525879
	Iteration 9F: 3 clusters Score -4190802 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4191557.000000 Penalty: 4926.525879
	Iteration 10F: 3 clusters Score -4191557 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4192201.500000 Penalty: 4926.525879
	Iteration 11Q: 3 clusters Score -4192202 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4192671.250000 Penalty: 4926.525879
	Iteration 12Q: 3 clusters Score -4192671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4192962.250000 Penalty: 4926.525879
	Iteration 13Q: 3 clusters Score -4192962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4193127.000000 Penalty: 4926.525879
	Iteration 14Q: 3 clusters Score -4193127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4193236.500000 Penalty: 4926.525879
	Iteration 15Q: 3 clusters Score -4193236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4193289.000000 Penalty: 4926.525879
	Iteration 16Q: 3 clusters Score -4193289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4193320.250000 Penalty: 4926.525879
	Iteration 17Q: 3 clusters Score -4193320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4193335.250000 Penalty: 4926.525879
	Iteration 18Q: 3 clusters Score -4193335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4193355.250000 Penalty: 4926.525879
	Iteration 19Q: 3 clusters Score -4193355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4193374.000000 Penalty: 4926.525879
	Iteration 20F: 3 clusters Score -4193374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -4193390.750000 Penalty: 4926.525879
	Iteration 21Q: 3 clusters Score -4193391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4193408.000000 Penalty: 4926.525879
	Iteration 22Q: 3 clusters Score -4193408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4193419.500000 Penalty: 4926.525879
	Iteration 23Q: 3 clusters Score -4193420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4193427.250000 Penalty: 4926.525879
	Iteration 24Q: 3 clusters Score -4193427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4193430.750000 Penalty: 4926.525879
	Iteration 25Q: 3 clusters Score -4193431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -4193436.000000 Penalty: 4926.525879
	Iteration 26Q: 3 clusters Score -4193436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4193448.750000 Penalty: 4926.525879
	Iteration 27Q: 3 clusters Score -4193449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4193453.500000 Penalty: 4926.525879
	Iteration 28Q: 3 clusters Score -4193454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -4193453.250000 Penalty: 4926.525879
	Iteration 29Q: 3 clusters Score -4193453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -4193450.750000 Penalty: 4926.525879
	Iteration 30Q: 3 clusters Score -4193451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4193456.500000 Penalty: 4926.525879
	Iteration 31Q: 3 clusters Score -4193456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -4193456.000000 Penalty: 4926.525879
	Iteration 32Q: 3 clusters Score -4193456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4193454.750000 Penalty: 4926.525879
	Iteration 33Q: 3 clusters Score -4193455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4193454.750000 Penalty: 4926.525879
	Iteration 34F: 3 clusters Score -4193455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (25092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Entering Unmasked Estep 
Score: -5153159.000000 Penalty: 2512.315430
	Iteration 0F: 2 clusters Score -5153159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -5137704.500000 Penalty: 5024.630859
	Iteration 0F: 3 clusters Score -5137704 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -5143674.000000 Penalty: 5024.630859
	Iteration 1F: 3 clusters Score -5143674 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5144067.000000 Penalty: 5024.630859
	Iteration 2F: 3 clusters Score -5144067 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -5144428.000000 Penalty: 5024.630859
	Iteration 3Q: 3 clusters Score -5144428 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5144597.500000 Penalty: 5024.630859
	Iteration 4Q: 3 clusters Score -5144598 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -5144766.500000 Penalty: 5024.630859
	Iteration 5Q: 3 clusters Score -5144766 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -5144930.500000 Penalty: 5024.630859
	Iteration 6Q: 3 clusters Score -5144930 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -5145096.000000 Penalty: 5024.630859
	Iteration 7Q: 3 clusters Score -5145096 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -5145324.000000 Penalty: 5024.630859
	Iteration 8Q: 3 clusters Score -5145324 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -5145675.000000 Penalty: 5024.630859
	Iteration 9Q: 3 clusters Score -5145675 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -5146315.500000 Penalty: 5024.630859
	Iteration 10Q: 3 clusters Score -5146316 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -5147049.000000 Penalty: 5024.630859
	Iteration 11F: 3 clusters Score -5147049 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -5147674.500000 Penalty: 5024.630859
	Iteration 12F: 3 clusters Score -5147674 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5147931.500000 Penalty: 5024.630859
	Iteration 13F: 3 clusters Score -5147932 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -5147758.000000 Penalty: 5024.630859
	Iteration 14F: 3 clusters Score -5147758 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5147455.000000 Penalty: 5024.630859
	Iteration 15F: 3 clusters Score -5147455 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5147311.500000 Penalty: 5024.630859
	Iteration 16F: 3 clusters Score -5147312 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5147220.000000 Penalty: 5024.630859
	Iteration 17F: 3 clusters Score -5147220 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5147348.500000 Penalty: 5024.630859
	Iteration 18Q: 3 clusters Score -5147348 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5147342.500000 Penalty: 5024.630859
	Iteration 19Q: 3 clusters Score -5147342 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5147318.500000 Penalty: 5024.630859
	Iteration 20F: 3 clusters Score -5147318 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5147367.500000 Penalty: 5024.630859
	Iteration 21Q: 3 clusters Score -5147368 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5147463.500000 Penalty: 5024.630859
	Iteration 22Q: 3 clusters Score -5147464 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5147494.000000 Penalty: 5024.630859
	Iteration 23Q: 3 clusters Score -5147494 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5147456.000000 Penalty: 5024.630859
	Iteration 24Q: 3 clusters Score -5147456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5147408.500000 Penalty: 5024.630859
	Iteration 25Q: 3 clusters Score -5147408 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5147416.500000 Penalty: 5024.630859
	Iteration 26Q: 3 clusters Score -5147416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -5147385.500000 Penalty: 5024.630859
	Iteration 27Q: 3 clusters Score -5147386 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5147372.000000 Penalty: 5024.630859
	Iteration 28Q: 3 clusters Score -5147372 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5147355.500000 Penalty: 5024.630859
	Iteration 29Q: 3 clusters Score -5147356 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5147345.500000 Penalty: 5024.630859
	Iteration 30Q: 3 clusters Score -5147346 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -5147301.000000 Penalty: 5024.630859
	Iteration 31Q: 3 clusters Score -5147301 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -5147312.500000 Penalty: 5024.630859
	Iteration 32Q: 3 clusters Score -5147312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5147299 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5147282 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5147298 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5147284 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5147280 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5147262 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5147250 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5147206 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5147220.500000 Penalty: 5024.630859
	Iteration 41Q: 3 clusters Score -5147220 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5147226 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5147255 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5147236 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5147180 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5147188 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5147168 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5147186 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5147159.000000 Penalty: 5024.630859
	Iteration 49Q: 3 clusters Score -5147159 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5147189.500000 Penalty: 5024.630859
	Iteration 50Q: 3 clusters Score -5147190 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5147222.000000 Penalty: 5024.630859
	Iteration 51Q: 3 clusters Score -5147222 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5147325 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5147341.500000 Penalty: 5024.630859
	Iteration 53Q: 3 clusters Score -5147342 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5147532 nChanged 362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5147595 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5147665 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5147739 nChanged 382
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5147730 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5148005 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5148330 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5148842 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5149385 nChanged 900
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5149966 nChanged 939
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5150480 nChanged 1009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5150708 nChanged 1262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
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	Iteration 66F: 3 clusters Score -5150814 nChanged 1015
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5150482 nChanged 1078
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Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5150191 nChanged 1169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5149818 nChanged 1124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5149415 nChanged 891
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Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5149189 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5149228 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -5149022.500000 Penalty: 5024.630859
	Iteration 73Q: 3 clusters Score -5149022 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5148982 nChanged 360
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21088 members 
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Entering Unmasked Estep 
Score: -5148857.500000 Penalty: 5024.630859
	Iteration 75Q: 3 clusters Score -5148858 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5148741 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21613 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5148631 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5148537.500000 Penalty: 5024.630859
	Iteration 78Q: 3 clusters Score -5148538 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22050 members 
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Entering Unmasked Estep 
Score: -5148476.000000 Penalty: 5024.630859
	Iteration 79Q: 3 clusters Score -5148476 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22242 members 
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Entering Unmasked Estep 
Score: -5148439.500000 Penalty: 5024.630859
	Iteration 80F: 3 clusters Score -5148440 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22391 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5148387 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22520 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5148420 nChanged 115
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5148544 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22711 members 
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Entering Unmasked Estep 
Score: -5148683.500000 Penalty: 5024.630859
	Iteration 84Q: 3 clusters Score -5148684 nChanged 92
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Mstep: Class 1 contains 22801 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5148788 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22865 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5148872 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22913 members 
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Entering Unmasked Estep 
Score: -5148953.500000 Penalty: 5024.630859
	Iteration 87Q: 3 clusters Score -5148954 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5148993 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22984 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5149040 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5149172.500000 Penalty: 5024.630859
	Iteration 90Q: 3 clusters Score -5149172 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23056 members 
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Entering Unmasked Estep 
Score: -5149227.000000 Penalty: 5024.630859
	Iteration 91Q: 3 clusters Score -5149227 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5149299.500000 Penalty: 5024.630859
	Iteration 92Q: 3 clusters Score -5149300 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5149321.500000 Penalty: 5024.630859
	Iteration 93Q: 3 clusters Score -5149322 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5149358.000000 Penalty: 5024.630859
	Iteration 94Q: 3 clusters Score -5149358 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5149381.000000 Penalty: 5024.630859
	Iteration 95Q: 3 clusters Score -5149381 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23221 members 
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Entering Unmasked Estep 
Score: -5149437.500000 Penalty: 5024.630859
	Iteration 96Q: 3 clusters Score -5149438 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23245 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5149466 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23268 members 
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Entering Unmasked Estep 
Score: -5149471.500000 Penalty: 5024.630859
	Iteration 98Q: 3 clusters Score -5149472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5149518 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5149552.500000 Penalty: 5024.630859
	Iteration 100F: 3 clusters Score -5149552 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5149603.000000 Penalty: 5024.630859
	Iteration 101Q: 3 clusters Score -5149603 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5149619.500000 Penalty: 5024.630859
	Iteration 102Q: 3 clusters Score -5149620 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5149676 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5149700 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5149719 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5149757 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5149758.500000 Penalty: 5024.630859
	Iteration 107Q: 3 clusters Score -5149758 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5149801.500000 Penalty: 5024.630859
	Iteration 108Q: 3 clusters Score -5149802 nChanged 22
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Entering Unmasked Estep 
Score: -5149829.000000 Penalty: 5024.630859
	Iteration 109Q: 3 clusters Score -5149829 nChanged 25
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Mstep: Class 1 contains 23590 members 
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Entering Unmasked Estep 
Score: -5149832.500000 Penalty: 5024.630859
	Iteration 110Q: 3 clusters Score -5149832 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5149857.500000 Penalty: 5024.630859
	Iteration 111Q: 3 clusters Score -5149858 nChanged 22
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Mstep: Class 1 contains 23632 members 
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Entering Unmasked Estep 
Score: -5149883.000000 Penalty: 5024.630859
	Iteration 112Q: 3 clusters Score -5149883 nChanged 18
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Mstep: Class 1 contains 23644 members 
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Entering Unmasked Estep 
Score: -5149890.500000 Penalty: 5024.630859
	Iteration 113Q: 3 clusters Score -5149890 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5149951.000000 Penalty: 5024.630859
	Iteration 114Q: 3 clusters Score -5149951 nChanged 11
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Mstep: Class 1 contains 23673 members 
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Entering Unmasked Estep 
Score: -5149948.000000 Penalty: 5024.630859
	Iteration 115Q: 3 clusters Score -5149948 nChanged 16
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5149976 nChanged 14
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5149992 nChanged 13
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Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5149995 nChanged 16
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5150006 nChanged 16
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Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5150037.000000 Penalty: 5024.630859
	Iteration 120F: 3 clusters Score -5150037 nChanged 21
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Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5150062 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5150067.500000 Penalty: 5024.630859
	Iteration 122Q: 3 clusters Score -5150068 nChanged 14
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Entering Unmasked Estep 
Score: -5150082.500000 Penalty: 5024.630859
	Iteration 123Q: 3 clusters Score -5150082 nChanged 15
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Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5150101.000000 Penalty: 5024.630859
	Iteration 124Q: 3 clusters Score -5150101 nChanged 8
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5150102 nChanged 13
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Entering Unmasked Estep 
Score: -5150134.000000 Penalty: 5024.630859
	Iteration 126Q: 3 clusters Score -5150134 nChanged 11
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Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5150160.000000 Penalty: 5024.630859
	Iteration 127Q: 3 clusters Score -5150160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5150162.000000 Penalty: 5024.630859
	Iteration 128Q: 3 clusters Score -5150162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5150178.500000 Penalty: 5024.630859
	Iteration 129Q: 3 clusters Score -5150178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5150195.500000 Penalty: 5024.630859
	Iteration 130Q: 3 clusters Score -5150196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5150211.000000 Penalty: 5024.630859
	Iteration 131Q: 3 clusters Score -5150211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5150218.000000 Penalty: 5024.630859
	Iteration 132Q: 3 clusters Score -5150218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5150215.500000 Penalty: 5024.630859
	Iteration 133Q: 3 clusters Score -5150216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5150231.000000 Penalty: 5024.630859
	Iteration 134Q: 3 clusters Score -5150231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5150239.000000 Penalty: 5024.630859
	Iteration 135Q: 3 clusters Score -5150239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5150230.500000 Penalty: 5024.630859
	Iteration 136Q: 3 clusters Score -5150230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5150244.000000 Penalty: 5024.630859
	Iteration 137Q: 3 clusters Score -5150244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5150244.000000 Penalty: 5024.630859
	Iteration 138F: 3 clusters Score -5150244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Entering Unmasked Estep 
Score: -421417.062500 Penalty: 1924.595825
	Iteration 0F: 2 clusters Score -421417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -418609.406250 Penalty: 3849.191650
	Iteration 0F: 3 clusters Score -418609.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -419165.218750 Penalty: 3849.191650
	Iteration 1F: 3 clusters Score -419165.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -419309.718750 Penalty: 3849.191650
	Iteration 2F: 3 clusters Score -419309.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -419392.625000 Penalty: 3849.191650
	Iteration 3Q: 3 clusters Score -419392.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -419469.812500 Penalty: 3849.191650
	Iteration 4Q: 3 clusters Score -419469.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -419597.343750 Penalty: 3849.191650
	Iteration 5Q: 3 clusters Score -419597.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -419726.812500 Penalty: 3849.191650
	Iteration 6Q: 3 clusters Score -419726.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -419810.781250 Penalty: 3849.191650
	Iteration 7Q: 3 clusters Score -419810.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -419875.031250 Penalty: 3849.191650
	Iteration 8Q: 3 clusters Score -419875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -419932.968750 Penalty: 3849.191650
	Iteration 9Q: 3 clusters Score -419933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -419980.250000 Penalty: 3849.191650
	Iteration 10Q: 3 clusters Score -419980.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -420022.343750 Penalty: 3849.191650
	Iteration 11Q: 3 clusters Score -420022.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -420069.875000 Penalty: 3849.191650
	Iteration 12Q: 3 clusters Score -420069.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -420114.437500 Penalty: 3849.191650
	Iteration 13Q: 3 clusters Score -420114.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -420146.531250 Penalty: 3849.191650
	Iteration 14Q: 3 clusters Score -420146.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -420180.156250 Penalty: 3849.191650
	Iteration 15Q: 3 clusters Score -420180.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -420218.500000 Penalty: 3849.191650
	Iteration 16Q: 3 clusters Score -420218.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -420244.687500 Penalty: 3849.191650
	Iteration 17Q: 3 clusters Score -420244.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -420272.718750 Penalty: 3849.191650
	Iteration 18Q: 3 clusters Score -420272.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -420293.437500 Penalty: 3849.191650
	Iteration 19Q: 3 clusters Score -420293.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -420309.093750 Penalty: 3849.191650
	Iteration 20F: 3 clusters Score -420309.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -420320.593750 Penalty: 3849.191650
	Iteration 21Q: 3 clusters Score -420320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -420333.718750 Penalty: 3849.191650
	Iteration 22Q: 3 clusters Score -420333.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -420344.625000 Penalty: 3849.191650
	Iteration 23Q: 3 clusters Score -420344.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -420350.937500 Penalty: 3849.191650
	Iteration 24Q: 3 clusters Score -420350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -420359.437500 Penalty: 3849.191650
	Iteration 25Q: 3 clusters Score -420359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -420365.968750 Penalty: 3849.191650
	Iteration 26Q: 3 clusters Score -420366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -420370.218750 Penalty: 3849.191650
	Iteration 27Q: 3 clusters Score -420370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -420373.250000 Penalty: 3849.191650
	Iteration 28Q: 3 clusters Score -420373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -420375.218750 Penalty: 3849.191650
	Iteration 29Q: 3 clusters Score -420375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -420376.968750 Penalty: 3849.191650
	Iteration 30Q: 3 clusters Score -420377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -420377.000000 Penalty: 3849.191650
	Iteration 31Q: 3 clusters Score -420377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -420378.750000 Penalty: 3849.191650
	Iteration 32Q: 3 clusters Score -420378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -420379.000000 Penalty: 3849.191650
	Iteration 33Q: 3 clusters Score -420379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -420378.781250 Penalty: 3849.191650
	Iteration 34Q: 3 clusters Score -420378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -420378.781250 Penalty: 3849.191650
	Iteration 35F: 3 clusters Score -420378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Entering Unmasked Estep 
Score: -5367014.000000 Penalty: 2521.283691
	Iteration 0F: 2 clusters Score -5367014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5352609.000000 Penalty: 5042.567383
	Iteration 0F: 3 clusters Score -5352609 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5358877.500000 Penalty: 5042.567383
	Iteration 1F: 3 clusters Score -5358878 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5359220.000000 Penalty: 5042.567383
	Iteration 2F: 3 clusters Score -5359220 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5359517.500000 Penalty: 5042.567383
	Iteration 3Q: 3 clusters Score -5359518 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5359778.000000 Penalty: 5042.567383
	Iteration 4Q: 3 clusters Score -5359778 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5360030.500000 Penalty: 5042.567383
	Iteration 5Q: 3 clusters Score -5360030 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5360338.500000 Penalty: 5042.567383
	Iteration 6Q: 3 clusters Score -5360338 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -5360652.000000 Penalty: 5042.567383
	Iteration 7Q: 3 clusters Score -5360652 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5361055.000000 Penalty: 5042.567383
	Iteration 8Q: 3 clusters Score -5361055 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5361604.000000 Penalty: 5042.567383
	Iteration 9Q: 3 clusters Score -5361604 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5362275.000000 Penalty: 5042.567383
	Iteration 10Q: 3 clusters Score -5362275 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5363026.500000 Penalty: 5042.567383
	Iteration 11F: 3 clusters Score -5363026 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -5363692.500000 Penalty: 5042.567383
	Iteration 12Q: 3 clusters Score -5363692 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5363999.000000 Penalty: 5042.567383
	Iteration 13Q: 3 clusters Score -5363999 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5364145.000000 Penalty: 5042.567383
	Iteration 14Q: 3 clusters Score -5364145 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5364164.000000 Penalty: 5042.567383
	Iteration 15Q: 3 clusters Score -5364164 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5364202.000000 Penalty: 5042.567383
	Iteration 16Q: 3 clusters Score -5364202 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5364228.000000 Penalty: 5042.567383
	Iteration 17Q: 3 clusters Score -5364228 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5364223.000000 Penalty: 5042.567383
	Iteration 18Q: 3 clusters Score -5364223 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5364267.500000 Penalty: 5042.567383
	Iteration 19Q: 3 clusters Score -5364268 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5364282.500000 Penalty: 5042.567383
	Iteration 20F: 3 clusters Score -5364282 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5364323.000000 Penalty: 5042.567383
	Iteration 21Q: 3 clusters Score -5364323 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5364354.000000 Penalty: 5042.567383
	Iteration 22Q: 3 clusters Score -5364354 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5364401.000000 Penalty: 5042.567383
	Iteration 23Q: 3 clusters Score -5364401 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5364430.000000 Penalty: 5042.567383
	Iteration 24Q: 3 clusters Score -5364430 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5364468.500000 Penalty: 5042.567383
	Iteration 25Q: 3 clusters Score -5364468 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5364503.500000 Penalty: 5042.567383
	Iteration 26Q: 3 clusters Score -5364504 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5364533.000000 Penalty: 5042.567383
	Iteration 27Q: 3 clusters Score -5364533 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5364535.500000 Penalty: 5042.567383
	Iteration 28Q: 3 clusters Score -5364536 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5364575.000000 Penalty: 5042.567383
	Iteration 29Q: 3 clusters Score -5364575 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5364589.500000 Penalty: 5042.567383
	Iteration 30Q: 3 clusters Score -5364590 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5364600.000000 Penalty: 5042.567383
	Iteration 31Q: 3 clusters Score -5364600 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5364618.500000 Penalty: 5042.567383
	Iteration 32Q: 3 clusters Score -5364618 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -5364606.500000 Penalty: 5042.567383
	Iteration 33Q: 3 clusters Score -5364606 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5364645.500000 Penalty: 5042.567383
	Iteration 34Q: 3 clusters Score -5364646 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5364705.000000 Penalty: 5042.567383
	Iteration 35Q: 3 clusters Score -5364705 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5364738.500000 Penalty: 5042.567383
	Iteration 36Q: 3 clusters Score -5364738 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -5364827.000000 Penalty: 5042.567383
	Iteration 37Q: 3 clusters Score -5364827 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5364926.500000 Penalty: 5042.567383
	Iteration 38Q: 3 clusters Score -5364926 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5365033.500000 Penalty: 5042.567383
	Iteration 39Q: 3 clusters Score -5365034 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -5365155.000000 Penalty: 5042.567383
	Iteration 40F: 3 clusters Score -5365155 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -5365327.500000 Penalty: 5042.567383
	Iteration 41Q: 3 clusters Score -5365328 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5365441.500000 Penalty: 5042.567383
	Iteration 42Q: 3 clusters Score -5365442 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -5365639.500000 Penalty: 5042.567383
	Iteration 43Q: 3 clusters Score -5365640 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -5365812.000000 Penalty: 5042.567383
	Iteration 44Q: 3 clusters Score -5365812 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5365954.000000 Penalty: 5042.567383
	Iteration 45Q: 3 clusters Score -5365954 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -5366152.500000 Penalty: 5042.567383
	Iteration 46Q: 3 clusters Score -5366152 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -5366307.000000 Penalty: 5042.567383
	Iteration 47Q: 3 clusters Score -5366307 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5366459.500000 Penalty: 5042.567383
	Iteration 48Q: 3 clusters Score -5366460 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5366574.000000 Penalty: 5042.567383
	Iteration 49Q: 3 clusters Score -5366574 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5366717.000000 Penalty: 5042.567383
	Iteration 50Q: 3 clusters Score -5366717 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5366812.000000 Penalty: 5042.567383
	Iteration 51Q: 3 clusters Score -5366812 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5366867.500000 Penalty: 5042.567383
	Iteration 52Q: 3 clusters Score -5366868 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5366917.000000 Penalty: 5042.567383
	Iteration 53Q: 3 clusters Score -5366917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -5366947.000000 Penalty: 5042.567383
	Iteration 54Q: 3 clusters Score -5366947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -5366959.500000 Penalty: 5042.567383
	Iteration 55Q: 3 clusters Score -5366960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5366966.500000 Penalty: 5042.567383
	Iteration 56Q: 3 clusters Score -5366966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5366994.500000 Penalty: 5042.567383
	Iteration 57Q: 3 clusters Score -5366994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -5367002.500000 Penalty: 5042.567383
	Iteration 58Q: 3 clusters Score -5367002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5367007.000000 Penalty: 5042.567383
	Iteration 59Q: 3 clusters Score -5367007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5367017.000000 Penalty: 5042.567383
	Iteration 60F: 3 clusters Score -5367017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -5366995.500000 Penalty: 5042.567383
	Iteration 61Q: 3 clusters Score -5366996 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5366989.000000 Penalty: 5042.567383
	Iteration 62Q: 3 clusters Score -5366989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -5366966.000000 Penalty: 5042.567383
	Iteration 63Q: 3 clusters Score -5366966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -5366971.500000 Penalty: 5042.567383
	Iteration 64Q: 3 clusters Score -5366972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -5366972.000000 Penalty: 5042.567383
	Iteration 65Q: 3 clusters Score -5366972 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5366956.000000 Penalty: 5042.567383
	Iteration 66Q: 3 clusters Score -5366956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -5366962.500000 Penalty: 5042.567383
	Iteration 67Q: 3 clusters Score -5366962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5366966.500000 Penalty: 5042.567383
	Iteration 68Q: 3 clusters Score -5366966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5366950.000000 Penalty: 5042.567383
	Iteration 69Q: 3 clusters Score -5366950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -5366945.500000 Penalty: 5042.567383
	Iteration 70Q: 3 clusters Score -5366946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -5366929.000000 Penalty: 5042.567383
	Iteration 71Q: 3 clusters Score -5366929 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5366899.000000 Penalty: 5042.567383
	Iteration 72Q: 3 clusters Score -5366899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5366898.000000 Penalty: 5042.567383
	Iteration 73Q: 3 clusters Score -5366898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5366891.000000 Penalty: 5042.567383
	Iteration 74Q: 3 clusters Score -5366891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -5366887.500000 Penalty: 5042.567383
	Iteration 75Q: 3 clusters Score -5366888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -5366866.500000 Penalty: 5042.567383
	Iteration 76Q: 3 clusters Score -5366866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -5366866.500000 Penalty: 5042.567383
	Iteration 77Q: 3 clusters Score -5366866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -5366848.500000 Penalty: 5042.567383
	Iteration 78Q: 3 clusters Score -5366848 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -5366842.500000 Penalty: 5042.567383
	Iteration 79Q: 3 clusters Score -5366842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -5366801.500000 Penalty: 5042.567383
	Iteration 80F: 3 clusters Score -5366802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -5366767.500000 Penalty: 5042.567383
	Iteration 81Q: 3 clusters Score -5366768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -5366737.500000 Penalty: 5042.567383
	Iteration 82Q: 3 clusters Score -5366738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -5366721.000000 Penalty: 5042.567383
	Iteration 83Q: 3 clusters Score -5366721 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -5366675.000000 Penalty: 5042.567383
	Iteration 84Q: 3 clusters Score -5366675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5366676.000000 Penalty: 5042.567383
	Iteration 85Q: 3 clusters Score -5366676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -5366669.500000 Penalty: 5042.567383
	Iteration 86Q: 3 clusters Score -5366670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -5366662.500000 Penalty: 5042.567383
	Iteration 87Q: 3 clusters Score -5366662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5366664.000000 Penalty: 5042.567383
	Iteration 88Q: 3 clusters Score -5366664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -5366661.500000 Penalty: 5042.567383
	Iteration 89Q: 3 clusters Score -5366662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -5366641.500000 Penalty: 5042.567383
	Iteration 90Q: 3 clusters Score -5366642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5366656.500000 Penalty: 5042.567383
	Iteration 91Q: 3 clusters Score -5366656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -5366626.000000 Penalty: 5042.567383
	Iteration 92Q: 3 clusters Score -5366626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5366628.500000 Penalty: 5042.567383
	Iteration 93Q: 3 clusters Score -5366628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -5366634.500000 Penalty: 5042.567383
	Iteration 94Q: 3 clusters Score -5366634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5366628.000000 Penalty: 5042.567383
	Iteration 95Q: 3 clusters Score -5366628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -5366621.500000 Penalty: 5042.567383
	Iteration 96Q: 3 clusters Score -5366622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5366619.000000 Penalty: 5042.567383
	Iteration 97Q: 3 clusters Score -5366619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -5366621.500000 Penalty: 5042.567383
	Iteration 98Q: 3 clusters Score -5366622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5366630.500000 Penalty: 5042.567383
	Iteration 99Q: 3 clusters Score -5366630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5366622.000000 Penalty: 5042.567383
	Iteration 100F: 3 clusters Score -5366622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -5366621.500000 Penalty: 5042.567383
	Iteration 101Q: 3 clusters Score -5366622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5366617.500000 Penalty: 5042.567383
	Iteration 102Q: 3 clusters Score -5366618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -5366619.000000 Penalty: 5042.567383
	Iteration 103Q: 3 clusters Score -5366619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5366623.000000 Penalty: 5042.567383
	Iteration 104Q: 3 clusters Score -5366623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -5366623.000000 Penalty: 5042.567383
	Iteration 105F: 3 clusters Score -5366623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -160217.671875 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160217.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -160539.953125 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160732.125000 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160732.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160894.484375 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -160894.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -161029.406250 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -161029.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161155.171875 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -161155.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161293.328125 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -161293.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161439.843750 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -161439.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -161635.765625 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -161635.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161904.390625 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -161904.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -162056.875000 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -162056.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162159.843750 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -162159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -162175.656250 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -162175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162180.359375 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -162180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -162183.500000 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -162183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -162187.968750 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -162188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162199.031250 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -162199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162211.921875 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -162211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162221.312500 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -162221.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162228.500000 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -162228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162230.296875 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -162230.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 29984 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 28671 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 23247 members 
Mstep: Class 8 contains 24892 members 
Mstep: Class 9 contains 34480 members 
Mstep: Class 10 contains 41107 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30115 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 22961 members 
Mstep: Class 21 contains 40038 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 34350 members 
Mstep: Class 24 contains 25068 members 
Mstep: Class 25 contains 31948 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32080 members 
Mstep: Class 28 contains 22060 members 
Mstep: Class 29 contains 28484 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 26233 members 
Mstep: Class 33 contains 20589 members 
Mstep: Class 34 contains 25092 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 26016 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 20672 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28953 members 
Mstep: Class 41 contains 25644 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19863 members 
Mstep: Class 44 contains 29581 members 
Mstep: Class 45 contains 30961 members 
Mstep: Class 46 contains 18898 members 
Mstep: Class 47 contains 498 members 
Entering Unmasked Estep 
Score: -177448384.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177449776.000000 to -177448384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Entering Unmasked Estep 
Score: -4258768.500000 Penalty: 2464.260986
	Iteration 0F: 2 clusters Score -4258768 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 10282 members 
Entering Unmasked Estep 
Score: -4246254.000000 Penalty: 4928.521973
	Iteration 0F: 3 clusters Score -4246254 nChanged 9110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4251039.000000 Penalty: 4928.521973
	Iteration 1F: 3 clusters Score -4251039 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4251432.000000 Penalty: 4928.521973
	Iteration 2F: 3 clusters Score -4251432 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -4251803.500000 Penalty: 4928.521973
	Iteration 3Q: 3 clusters Score -4251804 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -4252108.500000 Penalty: 4928.521973
	Iteration 4Q: 3 clusters Score -4252108 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4252485.500000 Penalty: 4928.521973
	Iteration 5Q: 3 clusters Score -4252486 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -4252800.500000 Penalty: 4928.521973
	Iteration 6Q: 3 clusters Score -4252800 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4253114.500000 Penalty: 4928.521973
	Iteration 7Q: 3 clusters Score -4253114 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4253447.500000 Penalty: 4928.521973
	Iteration 8Q: 3 clusters Score -4253448 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4253800.500000 Penalty: 4928.521973
	Iteration 9Q: 3 clusters Score -4253800 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -4254165.000000 Penalty: 4928.521973
	Iteration 10Q: 3 clusters Score -4254165 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4254583.500000 Penalty: 4928.521973
	Iteration 11Q: 3 clusters Score -4254584 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -4255103.000000 Penalty: 4928.521973
	Iteration 12Q: 3 clusters Score -4255103 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4255685.500000 Penalty: 4928.521973
	Iteration 13Q: 3 clusters Score -4255686 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4256250.000000 Penalty: 4928.521973
	Iteration 14Q: 3 clusters Score -4256250 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4256633.500000 Penalty: 4928.521973
	Iteration 15Q: 3 clusters Score -4256634 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -4256869.000000 Penalty: 4928.521973
	Iteration 16Q: 3 clusters Score -4256869 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4257020.500000 Penalty: 4928.521973
	Iteration 17Q: 3 clusters Score -4257020 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4257087.500000 Penalty: 4928.521973
	Iteration 18Q: 3 clusters Score -4257088 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4257106.000000 Penalty: 4928.521973
	Iteration 19Q: 3 clusters Score -4257106 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4257138.000000 Penalty: 4928.521973
	Iteration 20F: 3 clusters Score -4257138 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4257139.500000 Penalty: 4928.521973
	Iteration 21Q: 3 clusters Score -4257140 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4257163.000000 Penalty: 4928.521973
	Iteration 22Q: 3 clusters Score -4257163 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -4257181.000000 Penalty: 4928.521973
	Iteration 23Q: 3 clusters Score -4257181 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -4257173.500000 Penalty: 4928.521973
	Iteration 24Q: 3 clusters Score -4257174 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4257188.500000 Penalty: 4928.521973
	Iteration 25Q: 3 clusters Score -4257188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4257182.500000 Penalty: 4928.521973
	Iteration 26Q: 3 clusters Score -4257182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4257191.500000 Penalty: 4928.521973
	Iteration 27Q: 3 clusters Score -4257192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -4257169.500000 Penalty: 4928.521973
	Iteration 28Q: 3 clusters Score -4257170 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4257173.500000 Penalty: 4928.521973
	Iteration 29Q: 3 clusters Score -4257174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -4257173.500000 Penalty: 4928.521973
	Iteration 30Q: 3 clusters Score -4257174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4257176.500000 Penalty: 4928.521973
	Iteration 31Q: 3 clusters Score -4257176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4257174.000000 Penalty: 4928.521973
	Iteration 32Q: 3 clusters Score -4257174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -4257186.500000 Penalty: 4928.521973
	Iteration 33Q: 3 clusters Score -4257186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4257180.500000 Penalty: 4928.521973
	Iteration 34Q: 3 clusters Score -4257180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4257165.500000 Penalty: 4928.521973
	Iteration 35Q: 3 clusters Score -4257166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4257167.500000 Penalty: 4928.521973
	Iteration 36Q: 3 clusters Score -4257168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4257165.500000 Penalty: 4928.521973
	Iteration 37Q: 3 clusters Score -4257166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4257158.500000 Penalty: 4928.521973
	Iteration 38Q: 3 clusters Score -4257158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4257154.500000 Penalty: 4928.521973
	Iteration 39Q: 3 clusters Score -4257154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4257154.000000 Penalty: 4928.521973
	Iteration 40F: 3 clusters Score -4257154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4257157.500000 Penalty: 4928.521973
	Iteration 41Q: 3 clusters Score -4257158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4257156.000000 Penalty: 4928.521973
	Iteration 42Q: 3 clusters Score -4257156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4257160.000000 Penalty: 4928.521973
	Iteration 43Q: 3 clusters Score -4257160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -4257165.000000 Penalty: 4928.521973
	Iteration 44Q: 3 clusters Score -4257165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -4257159.500000 Penalty: 4928.521973
	Iteration 45Q: 3 clusters Score -4257160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4257163.000000 Penalty: 4928.521973
	Iteration 46Q: 3 clusters Score -4257163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4257160.500000 Penalty: 4928.521973
	Iteration 47Q: 3 clusters Score -4257160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4257161.500000 Penalty: 4928.521973
	Iteration 48Q: 3 clusters Score -4257162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4257159.500000 Penalty: 4928.521973
	Iteration 49Q: 3 clusters Score -4257160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -4257163.500000 Penalty: 4928.521973
	Iteration 50Q: 3 clusters Score -4257164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -4257161.000000 Penalty: 4928.521973
	Iteration 51Q: 3 clusters Score -4257161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4257162.000000 Penalty: 4928.521973
	Iteration 52Q: 3 clusters Score -4257162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4257163.500000 Penalty: 4928.521973
	Iteration 53Q: 3 clusters Score -4257164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -4257160.000000 Penalty: 4928.521973
	Iteration 54Q: 3 clusters Score -4257160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4257153.000000 Penalty: 4928.521973
	Iteration 55Q: 3 clusters Score -4257153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4257153.000000 Penalty: 4928.521973
	Iteration 56Q: 3 clusters Score -4257153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4257149.500000 Penalty: 4928.521973
	Iteration 57Q: 3 clusters Score -4257150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4257150.500000 Penalty: 4928.521973
	Iteration 58Q: 3 clusters Score -4257150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4257147.000000 Penalty: 4928.521973
	Iteration 59Q: 3 clusters Score -4257147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4257152.500000 Penalty: 4928.521973
	Iteration 60F: 3 clusters Score -4257152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4257149.000000 Penalty: 4928.521973
	Iteration 61Q: 3 clusters Score -4257149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4257155.000000 Penalty: 4928.521973
	Iteration 62Q: 3 clusters Score -4257155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4257151.500000 Penalty: 4928.521973
	Iteration 63Q: 3 clusters Score -4257152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4257146.000000 Penalty: 4928.521973
	Iteration 64Q: 3 clusters Score -4257146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4257146.500000 Penalty: 4928.521973
	Iteration 65Q: 3 clusters Score -4257146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4257142.000000 Penalty: 4928.521973
	Iteration 66Q: 3 clusters Score -4257142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4257143.500000 Penalty: 4928.521973
	Iteration 67Q: 3 clusters Score -4257144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4257143.500000 Penalty: 4928.521973
	Iteration 68Q: 3 clusters Score -4257144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4257141.000000 Penalty: 4928.521973
	Iteration 69Q: 3 clusters Score -4257141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4257135.500000 Penalty: 4928.521973
	Iteration 70Q: 3 clusters Score -4257136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4257136.000000 Penalty: 4928.521973
	Iteration 71Q: 3 clusters Score -4257136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4257135.000000 Penalty: 4928.521973
	Iteration 72Q: 3 clusters Score -4257135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4257135.000000 Penalty: 4928.521973
	Iteration 73F: 3 clusters Score -4257135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -86638.250000 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -86638.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -85092.750000 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -85092.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -85237.359375 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -85237.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85280.687500 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -85280.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85294.867188 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -85294.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85312.109375 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -85312.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85322.796875 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -85322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85335.906250 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -85335.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85348.039062 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -85348.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -85354.968750 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -85354.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -85360.148438 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -85360.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85361.546875 Penalty: 3065.288086
	Iteration 10Q: 3 clusters Score -85361.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85361.546875 Penalty: 3065.288086
	Iteration 11F: 3 clusters Score -85361.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Entering Unmasked Estep 
Score: -5643342.500000 Penalty: 2547.810303
	Iteration 0F: 2 clusters Score -5643342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5624674.500000 Penalty: 5095.620605
	Iteration 0F: 3 clusters Score -5624674 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -5631741.000000 Penalty: 5095.620605
	Iteration 1F: 3 clusters Score -5631741 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5632103.500000 Penalty: 5095.620605
	Iteration 2Q: 3 clusters Score -5632104 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -5632407.500000 Penalty: 5095.620605
	Iteration 3Q: 3 clusters Score -5632408 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5632715.000000 Penalty: 5095.620605
	Iteration 4Q: 3 clusters Score -5632715 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5632968.500000 Penalty: 5095.620605
	Iteration 5Q: 3 clusters Score -5632968 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -5633203.500000 Penalty: 5095.620605
	Iteration 6Q: 3 clusters Score -5633204 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5633394.000000 Penalty: 5095.620605
	Iteration 7Q: 3 clusters Score -5633394 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5633662.500000 Penalty: 5095.620605
	Iteration 8Q: 3 clusters Score -5633662 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5634004.000000 Penalty: 5095.620605
	Iteration 9Q: 3 clusters Score -5634004 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5634410.500000 Penalty: 5095.620605
	Iteration 10Q: 3 clusters Score -5634410 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5634870.500000 Penalty: 5095.620605
	Iteration 11Q: 3 clusters Score -5634870 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -5635373.000000 Penalty: 5095.620605
	Iteration 12Q: 3 clusters Score -5635373 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5636006.500000 Penalty: 5095.620605
	Iteration 13Q: 3 clusters Score -5636006 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -5636751.500000 Penalty: 5095.620605
	Iteration 14F: 3 clusters Score -5636752 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5637475.000000 Penalty: 5095.620605
	Iteration 15F: 3 clusters Score -5637475 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5638439.000000 Penalty: 5095.620605
	Iteration 16F: 3 clusters Score -5638439 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -5639292.000000 Penalty: 5095.620605
	Iteration 17Q: 3 clusters Score -5639292 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -5639840.000000 Penalty: 5095.620605
	Iteration 18Q: 3 clusters Score -5639840 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5640204.000000 Penalty: 5095.620605
	Iteration 19Q: 3 clusters Score -5640204 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5640435.500000 Penalty: 5095.620605
	Iteration 20F: 3 clusters Score -5640436 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5640586.000000 Penalty: 5095.620605
	Iteration 21Q: 3 clusters Score -5640586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5640702.500000 Penalty: 5095.620605
	Iteration 22Q: 3 clusters Score -5640702 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5640801.000000 Penalty: 5095.620605
	Iteration 23Q: 3 clusters Score -5640801 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5640880.500000 Penalty: 5095.620605
	Iteration 24Q: 3 clusters Score -5640880 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5640938.500000 Penalty: 5095.620605
	Iteration 25Q: 3 clusters Score -5640938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5640995.000000 Penalty: 5095.620605
	Iteration 26Q: 3 clusters Score -5640995 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -5641039.500000 Penalty: 5095.620605
	Iteration 27Q: 3 clusters Score -5641040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5641078.000000 Penalty: 5095.620605
	Iteration 28Q: 3 clusters Score -5641078 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5641088.500000 Penalty: 5095.620605
	Iteration 29Q: 3 clusters Score -5641088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5641105.500000 Penalty: 5095.620605
	Iteration 30Q: 3 clusters Score -5641106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5641120.000000 Penalty: 5095.620605
	Iteration 31Q: 3 clusters Score -5641120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5641130.500000 Penalty: 5095.620605
	Iteration 32Q: 3 clusters Score -5641130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5641138.000000 Penalty: 5095.620605
	Iteration 33Q: 3 clusters Score -5641138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5641173.000000 Penalty: 5095.620605
	Iteration 34Q: 3 clusters Score -5641173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5641182.000000 Penalty: 5095.620605
	Iteration 35Q: 3 clusters Score -5641182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5641184.500000 Penalty: 5095.620605
	Iteration 36Q: 3 clusters Score -5641184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5641191.500000 Penalty: 5095.620605
	Iteration 37Q: 3 clusters Score -5641192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5641188.000000 Penalty: 5095.620605
	Iteration 38Q: 3 clusters Score -5641188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5641200.000000 Penalty: 5095.620605
	Iteration 39Q: 3 clusters Score -5641200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5641202.500000 Penalty: 5095.620605
	Iteration 40F: 3 clusters Score -5641202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5641209.000000 Penalty: 5095.620605
	Iteration 41Q: 3 clusters Score -5641209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5641217.500000 Penalty: 5095.620605
	Iteration 42Q: 3 clusters Score -5641218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5641214.000000 Penalty: 5095.620605
	Iteration 43Q: 3 clusters Score -5641214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5641216.500000 Penalty: 5095.620605
	Iteration 44Q: 3 clusters Score -5641216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5641211.000000 Penalty: 5095.620605
	Iteration 45Q: 3 clusters Score -5641211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5641218.500000 Penalty: 5095.620605
	Iteration 46Q: 3 clusters Score -5641218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5641224.500000 Penalty: 5095.620605
	Iteration 47Q: 3 clusters Score -5641224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5641225.500000 Penalty: 5095.620605
	Iteration 48Q: 3 clusters Score -5641226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5641226.000000 Penalty: 5095.620605
	Iteration 49Q: 3 clusters Score -5641226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5641229.000000 Penalty: 5095.620605
	Iteration 50Q: 3 clusters Score -5641229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5641223.500000 Penalty: 5095.620605
	Iteration 51Q: 3 clusters Score -5641224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5641239.000000 Penalty: 5095.620605
	Iteration 52Q: 3 clusters Score -5641239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5641232.000000 Penalty: 5095.620605
	Iteration 53Q: 3 clusters Score -5641232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5641235.500000 Penalty: 5095.620605
	Iteration 54Q: 3 clusters Score -5641236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5641240.000000 Penalty: 5095.620605
	Iteration 55Q: 3 clusters Score -5641240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5641240.000000 Penalty: 5095.620605
	Iteration 56F: 3 clusters Score -5641240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Entering Unmasked Estep 
Score: -5255134.500000 Penalty: 2517.712158
	Iteration 0F: 2 clusters Score -5255134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5239523.000000 Penalty: 5035.424316
	Iteration 0F: 3 clusters Score -5239523 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -5245509.500000 Penalty: 5035.424316
	Iteration 1F: 3 clusters Score -5245510 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -5245879.500000 Penalty: 5035.424316
	Iteration 2Q: 3 clusters Score -5245880 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5246145.500000 Penalty: 5035.424316
	Iteration 3Q: 3 clusters Score -5246146 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5246358.000000 Penalty: 5035.424316
	Iteration 4Q: 3 clusters Score -5246358 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5246510.000000 Penalty: 5035.424316
	Iteration 5Q: 3 clusters Score -5246510 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5246670.500000 Penalty: 5035.424316
	Iteration 6Q: 3 clusters Score -5246670 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5246790.500000 Penalty: 5035.424316
	Iteration 7Q: 3 clusters Score -5246790 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5246884.000000 Penalty: 5035.424316
	Iteration 8Q: 3 clusters Score -5246884 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -5247004.000000 Penalty: 5035.424316
	Iteration 9Q: 3 clusters Score -5247004 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5247122.500000 Penalty: 5035.424316
	Iteration 10Q: 3 clusters Score -5247122 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5247189.500000 Penalty: 5035.424316
	Iteration 11Q: 3 clusters Score -5247190 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5247302.000000 Penalty: 5035.424316
	Iteration 12Q: 3 clusters Score -5247302 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -5247336.000000 Penalty: 5035.424316
	Iteration 13Q: 3 clusters Score -5247336 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5247349.500000 Penalty: 5035.424316
	Iteration 14Q: 3 clusters Score -5247350 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -5247369.000000 Penalty: 5035.424316
	Iteration 15Q: 3 clusters Score -5247369 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -5247379.000000 Penalty: 5035.424316
	Iteration 16Q: 3 clusters Score -5247379 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5247408.000000 Penalty: 5035.424316
	Iteration 17Q: 3 clusters Score -5247408 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -5247419.000000 Penalty: 5035.424316
	Iteration 18Q: 3 clusters Score -5247419 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -5247461.500000 Penalty: 5035.424316
	Iteration 19Q: 3 clusters Score -5247462 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5247489.500000 Penalty: 5035.424316
	Iteration 20F: 3 clusters Score -5247490 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5247536.000000 Penalty: 5035.424316
	Iteration 21Q: 3 clusters Score -5247536 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5247676.500000 Penalty: 5035.424316
	Iteration 22Q: 3 clusters Score -5247676 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -5247795.500000 Penalty: 5035.424316
	Iteration 23Q: 3 clusters Score -5247796 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -5248094.000000 Penalty: 5035.424316
	Iteration 24Q: 3 clusters Score -5248094 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -5248437.000000 Penalty: 5035.424316
	Iteration 25Q: 3 clusters Score -5248437 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5248824.000000 Penalty: 5035.424316
	Iteration 26Q: 3 clusters Score -5248824 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5249321.500000 Penalty: 5035.424316
	Iteration 27Q: 3 clusters Score -5249322 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5249831.500000 Penalty: 5035.424316
	Iteration 28Q: 3 clusters Score -5249832 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -5250312.500000 Penalty: 5035.424316
	Iteration 29Q: 3 clusters Score -5250312 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5250701.000000 Penalty: 5035.424316
	Iteration 30Q: 3 clusters Score -5250701 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5251165.500000 Penalty: 5035.424316
	Iteration 31Q: 3 clusters Score -5251166 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -5251483.500000 Penalty: 5035.424316
	Iteration 32Q: 3 clusters Score -5251484 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -5251748.500000 Penalty: 5035.424316
	Iteration 33Q: 3 clusters Score -5251748 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -5252163.000000 Penalty: 5035.424316
	Iteration 34Q: 3 clusters Score -5252163 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5252644.000000 Penalty: 5035.424316
	Iteration 35Q: 3 clusters Score -5252644 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -5253131.000000 Penalty: 5035.424316
	Iteration 36Q: 3 clusters Score -5253131 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -5253650.500000 Penalty: 5035.424316
	Iteration 37Q: 3 clusters Score -5253650 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5253873.000000 Penalty: 5035.424316
	Iteration 38Q: 3 clusters Score -5253873 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -5254063.500000 Penalty: 5035.424316
	Iteration 39Q: 3 clusters Score -5254064 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5254158.500000 Penalty: 5035.424316
	Iteration 40F: 3 clusters Score -5254158 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5254132 nChanged 607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5254092 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -5254015.500000 Penalty: 5035.424316
	Iteration 43Q: 3 clusters Score -5254016 nChanged 688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5253833 nChanged 701
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Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5253641.500000 Penalty: 5035.424316
	Iteration 45Q: 3 clusters Score -5253642 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5253526.500000 Penalty: 5035.424316
	Iteration 46Q: 3 clusters Score -5253526 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5253268 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5253271 nChanged 607
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Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5253049 nChanged 504
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Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5252806 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5252712.500000 Penalty: 5035.424316
	Iteration 51Q: 3 clusters Score -5252712 nChanged 302
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Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5252518 nChanged 169
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Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5252487 nChanged 113
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Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5252440 nChanged 86
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Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5252448 nChanged 60
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Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5252434.500000 Penalty: 5035.424316
	Iteration 57Q: 3 clusters Score -5252434 nChanged 61
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Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5252429 nChanged 55
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Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5252410 nChanged 38
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Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5252738 nChanged 531
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Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5252768 nChanged 427
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Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5252726 nChanged 324
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Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5252601 nChanged 252
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Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5252478 nChanged 203
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Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5252400 nChanged 156
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Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5252322 nChanged 127
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Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5252280 nChanged 136
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Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5252222 nChanged 147
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Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5252201 nChanged 110
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5252194 nChanged 80
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5252141 nChanged 64
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Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5252130 nChanged 62
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Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5252134 nChanged 55
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5252182 nChanged 44
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Mstep: Class 1 contains 3037 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5252196 nChanged 29
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Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5252234 nChanged 27
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Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5252230 nChanged 18
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Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5252244 nChanged 18
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Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5252262 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5252282 nChanged 10
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Mstep: Class 1 contains 2931 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5252300 nChanged 8
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Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5252312 nChanged 6
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5252316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5252328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5252299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -5252315.000000 Penalty: 5035.424316
	Iteration 86Q: 3 clusters Score -5252315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5252336 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5252339 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5252339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5252354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5252358 nChanged 19
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Mstep: Class 1 contains 2831 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5252382 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5252400 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
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Entering Unmasked Estep 
Score: -5252413.500000 Penalty: 5035.424316
	Iteration 94Q: 3 clusters Score -5252414 nChanged 11
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Mstep: Class 1 contains 2802 members 
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Entering Unmasked Estep 
Score: -5252411.500000 Penalty: 5035.424316
	Iteration 95Q: 3 clusters Score -5252412 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2787 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5252424 nChanged 15
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Mstep: Class 1 contains 2772 members 
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Entering Unmasked Estep 
Score: -5252422.500000 Penalty: 5035.424316
	Iteration 97Q: 3 clusters Score -5252422 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2761 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5252436 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2752 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5252430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5252446.500000 Penalty: 5035.424316
	Iteration 100F: 3 clusters Score -5252446 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
Score: -5252459.500000 Penalty: 5035.424316
	Iteration 101Q: 3 clusters Score -5252460 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5252462 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2719 members 
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Entering Unmasked Estep 
Score: -5252457.000000 Penalty: 5035.424316
	Iteration 103Q: 3 clusters Score -5252457 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5252463 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2709 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5252468 nChanged 2
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Mstep: Class 1 contains 2707 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5252462 nChanged 4
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5252466 nChanged 8
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5252463 nChanged 8
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Mstep: Class 1 contains 2693 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5252460 nChanged 12
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	Iteration 110Q: 3 clusters Score -5252452 nChanged 11
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Mstep: Class 1 contains 2670 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5252468 nChanged 13
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Mstep: Class 1 contains 2657 members 
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Entering Unmasked Estep 
Score: -5252453.500000 Penalty: 5035.424316
	Iteration 112Q: 3 clusters Score -5252454 nChanged 12
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Mstep: Class 1 contains 2645 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5252462 nChanged 18
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5252478 nChanged 18
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5252502 nChanged 13
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Entering Unmasked Estep 
Score: -5252512.000000 Penalty: 5035.424316
	Iteration 116Q: 3 clusters Score -5252512 nChanged 16
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Entering Unmasked Estep 
Score: -5252522.500000 Penalty: 5035.424316
	Iteration 117Q: 3 clusters Score -5252522 nChanged 14
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5252540 nChanged 13
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Mstep: Class 1 contains 2569 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5252552 nChanged 13
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Mstep: Class 1 contains 2560 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5252552 nChanged 5
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Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5252553 nChanged 4
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Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5252555.500000 Penalty: 5035.424316
	Iteration 122Q: 3 clusters Score -5252556 nChanged 5
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Mstep: Class 1 contains 2548 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5252566 nChanged 4
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Mstep: Class 1 contains 2546 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5252566 nChanged 3
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Mstep: Class 1 contains 2543 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5252566 nChanged 3
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5252562 nChanged 3
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5252566 nChanged 3
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5252566 nChanged 3
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5252564 nChanged 6
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5252566 nChanged 4
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5252575 nChanged 3
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5252564 nChanged 4
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Entering Unmasked Estep 
Score: -5252561.500000 Penalty: 5035.424316
	Iteration 133Q: 3 clusters Score -5252562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -5252562.000000 Penalty: 5035.424316
	Iteration 134Q: 3 clusters Score -5252562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5252561.000000 Penalty: 5035.424316
	Iteration 135Q: 3 clusters Score -5252561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5252569.000000 Penalty: 5035.424316
	Iteration 136Q: 3 clusters Score -5252569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -5252579.500000 Penalty: 5035.424316
	Iteration 137Q: 3 clusters Score -5252580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5252581.000000 Penalty: 5035.424316
	Iteration 138Q: 3 clusters Score -5252581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5252581.000000 Penalty: 5035.424316
	Iteration 139F: 3 clusters Score -5252581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20840.599609 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20840.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -20948.896484 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20954.669922 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20954.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20954.669922 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -20954.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Entering Unmasked Estep 
Score: -4055481.500000 Penalty: 2454.360352
	Iteration 0F: 2 clusters Score -4055482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4042642.250000 Penalty: 4908.720703
	Iteration 0F: 3 clusters Score -4042642 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4047125.500000 Penalty: 4908.720703
	Iteration 1F: 3 clusters Score -4047126 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4047489.500000 Penalty: 4908.720703
	Iteration 2F: 3 clusters Score -4047490 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4047788.750000 Penalty: 4908.720703
	Iteration 3Q: 3 clusters Score -4047789 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -4048019.500000 Penalty: 4908.720703
	Iteration 4Q: 3 clusters Score -4048020 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4048247.000000 Penalty: 4908.720703
	Iteration 5Q: 3 clusters Score -4048247 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4048490.250000 Penalty: 4908.720703
	Iteration 6Q: 3 clusters Score -4048490 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4048739.500000 Penalty: 4908.720703
	Iteration 7Q: 3 clusters Score -4048740 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4049052.750000 Penalty: 4908.720703
	Iteration 8Q: 3 clusters Score -4049053 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4049424.500000 Penalty: 4908.720703
	Iteration 9Q: 3 clusters Score -4049424 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -4049862.000000 Penalty: 4908.720703
	Iteration 10Q: 3 clusters Score -4049862 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4050354.250000 Penalty: 4908.720703
	Iteration 11Q: 3 clusters Score -4050354 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4050833.750000 Penalty: 4908.720703
	Iteration 12Q: 3 clusters Score -4050834 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4051366.750000 Penalty: 4908.720703
	Iteration 13Q: 3 clusters Score -4051367 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4051847.750000 Penalty: 4908.720703
	Iteration 14Q: 3 clusters Score -4051848 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4052276.750000 Penalty: 4908.720703
	Iteration 15Q: 3 clusters Score -4052277 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4052559.000000 Penalty: 4908.720703
	Iteration 16Q: 3 clusters Score -4052559 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4052775.250000 Penalty: 4908.720703
	Iteration 17Q: 3 clusters Score -4052775 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4052924.750000 Penalty: 4908.720703
	Iteration 18Q: 3 clusters Score -4052925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4053025.500000 Penalty: 4908.720703
	Iteration 19Q: 3 clusters Score -4053026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4053096.000000 Penalty: 4908.720703
	Iteration 20F: 3 clusters Score -4053096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4053150.250000 Penalty: 4908.720703
	Iteration 21Q: 3 clusters Score -4053150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4053190.000000 Penalty: 4908.720703
	Iteration 22Q: 3 clusters Score -4053190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4053230.000000 Penalty: 4908.720703
	Iteration 23Q: 3 clusters Score -4053230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4053255.750000 Penalty: 4908.720703
	Iteration 24Q: 3 clusters Score -4053256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4053280.250000 Penalty: 4908.720703
	Iteration 25Q: 3 clusters Score -4053280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4053298.500000 Penalty: 4908.720703
	Iteration 26Q: 3 clusters Score -4053298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4053321.500000 Penalty: 4908.720703
	Iteration 27Q: 3 clusters Score -4053322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4053327.500000 Penalty: 4908.720703
	Iteration 28Q: 3 clusters Score -4053328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4053339.750000 Penalty: 4908.720703
	Iteration 29Q: 3 clusters Score -4053340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4053353.500000 Penalty: 4908.720703
	Iteration 30Q: 3 clusters Score -4053354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4053375.500000 Penalty: 4908.720703
	Iteration 31Q: 3 clusters Score -4053376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4053393.250000 Penalty: 4908.720703
	Iteration 32Q: 3 clusters Score -4053393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4053410.750000 Penalty: 4908.720703
	Iteration 33Q: 3 clusters Score -4053411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4053416.000000 Penalty: 4908.720703
	Iteration 34Q: 3 clusters Score -4053416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4053432.500000 Penalty: 4908.720703
	Iteration 35Q: 3 clusters Score -4053432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4053445.500000 Penalty: 4908.720703
	Iteration 36Q: 3 clusters Score -4053446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4053446.250000 Penalty: 4908.720703
	Iteration 37Q: 3 clusters Score -4053446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4053467.500000 Penalty: 4908.720703
	Iteration 38Q: 3 clusters Score -4053468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4053473.500000 Penalty: 4908.720703
	Iteration 39Q: 3 clusters Score -4053474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4053483.500000 Penalty: 4908.720703
	Iteration 40F: 3 clusters Score -4053484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4053480.000000 Penalty: 4908.720703
	Iteration 41Q: 3 clusters Score -4053480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4053481.500000 Penalty: 4908.720703
	Iteration 42Q: 3 clusters Score -4053482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4053489.000000 Penalty: 4908.720703
	Iteration 43Q: 3 clusters Score -4053489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4053489.250000 Penalty: 4908.720703
	Iteration 44Q: 3 clusters Score -4053489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4053493.250000 Penalty: 4908.720703
	Iteration 45Q: 3 clusters Score -4053493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4053492.000000 Penalty: 4908.720703
	Iteration 46Q: 3 clusters Score -4053492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4053495.750000 Penalty: 4908.720703
	Iteration 47Q: 3 clusters Score -4053496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4053494.750000 Penalty: 4908.720703
	Iteration 48Q: 3 clusters Score -4053495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4053495.250000 Penalty: 4908.720703
	Iteration 49Q: 3 clusters Score -4053495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4053497.000000 Penalty: 4908.720703
	Iteration 50Q: 3 clusters Score -4053497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4053502.250000 Penalty: 4908.720703
	Iteration 51Q: 3 clusters Score -4053502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4053499.750000 Penalty: 4908.720703
	Iteration 52Q: 3 clusters Score -4053500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4053501.250000 Penalty: 4908.720703
	Iteration 53Q: 3 clusters Score -4053501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4053500.000000 Penalty: 4908.720703
	Iteration 54Q: 3 clusters Score -4053500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4053498.250000 Penalty: 4908.720703
	Iteration 55Q: 3 clusters Score -4053498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4053502.000000 Penalty: 4908.720703
	Iteration 56Q: 3 clusters Score -4053502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4053505.000000 Penalty: 4908.720703
	Iteration 57Q: 3 clusters Score -4053505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4053507.000000 Penalty: 4908.720703
	Iteration 58Q: 3 clusters Score -4053507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4053506.250000 Penalty: 4908.720703
	Iteration 59Q: 3 clusters Score -4053506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4053503.750000 Penalty: 4908.720703
	Iteration 60F: 3 clusters Score -4053504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Entering Unmasked Estep 
Score: -5670515.000000 Penalty: 2553.132080
	Iteration 0F: 2 clusters Score -5670515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5651150.500000 Penalty: 5106.264160
	Iteration 0F: 3 clusters Score -5651150 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -5658306.500000 Penalty: 5106.264160
	Iteration 1F: 3 clusters Score -5658306 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5658780.500000 Penalty: 5106.264160
	Iteration 2Q: 3 clusters Score -5658780 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -5659203.000000 Penalty: 5106.264160
	Iteration 3Q: 3 clusters Score -5659203 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5659654.000000 Penalty: 5106.264160
	Iteration 4Q: 3 clusters Score -5659654 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -5660331.500000 Penalty: 5106.264160
	Iteration 5Q: 3 clusters Score -5660332 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5661220.000000 Penalty: 5106.264160
	Iteration 6F: 3 clusters Score -5661220 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -5662433.000000 Penalty: 5106.264160
	Iteration 7F: 3 clusters Score -5662433 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5663983.000000 Penalty: 5106.264160
	Iteration 8F: 3 clusters Score -5663983 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5665869.500000 Penalty: 5106.264160
	Iteration 9F: 3 clusters Score -5665870 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -5667281.500000 Penalty: 5106.264160
	Iteration 10Q: 3 clusters Score -5667282 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5667992.500000 Penalty: 5106.264160
	Iteration 11Q: 3 clusters Score -5667992 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5668358.000000 Penalty: 5106.264160
	Iteration 12Q: 3 clusters Score -5668358 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5668538.000000 Penalty: 5106.264160
	Iteration 13Q: 3 clusters Score -5668538 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5668604.500000 Penalty: 5106.264160
	Iteration 14Q: 3 clusters Score -5668604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5668663.000000 Penalty: 5106.264160
	Iteration 15Q: 3 clusters Score -5668663 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5668682.000000 Penalty: 5106.264160
	Iteration 16Q: 3 clusters Score -5668682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5668697.500000 Penalty: 5106.264160
	Iteration 17Q: 3 clusters Score -5668698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5668707.000000 Penalty: 5106.264160
	Iteration 18Q: 3 clusters Score -5668707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5668716.000000 Penalty: 5106.264160
	Iteration 19Q: 3 clusters Score -5668716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 20F: 3 clusters Score -5668717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5668717.500000 Penalty: 5106.264160
	Iteration 21Q: 3 clusters Score -5668718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5668711.500000 Penalty: 5106.264160
	Iteration 22Q: 3 clusters Score -5668712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5668711.000000 Penalty: 5106.264160
	Iteration 23Q: 3 clusters Score -5668711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5668711.500000 Penalty: 5106.264160
	Iteration 24Q: 3 clusters Score -5668712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5668713.000000 Penalty: 5106.264160
	Iteration 25Q: 3 clusters Score -5668713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5668719.000000 Penalty: 5106.264160
	Iteration 26Q: 3 clusters Score -5668719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5668715.500000 Penalty: 5106.264160
	Iteration 27Q: 3 clusters Score -5668716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5668705.500000 Penalty: 5106.264160
	Iteration 28Q: 3 clusters Score -5668706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5668715.500000 Penalty: 5106.264160
	Iteration 29Q: 3 clusters Score -5668716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5668720.500000 Penalty: 5106.264160
	Iteration 30Q: 3 clusters Score -5668720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5668712.000000 Penalty: 5106.264160
	Iteration 31Q: 3 clusters Score -5668712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5668713.000000 Penalty: 5106.264160
	Iteration 32Q: 3 clusters Score -5668713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5668713.500000 Penalty: 5106.264160
	Iteration 33Q: 3 clusters Score -5668714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5668713.000000 Penalty: 5106.264160
	Iteration 34Q: 3 clusters Score -5668713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5668719.000000 Penalty: 5106.264160
	Iteration 35Q: 3 clusters Score -5668719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5668721.000000 Penalty: 5106.264160
	Iteration 36Q: 3 clusters Score -5668721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5668721.000000 Penalty: 5106.264160
	Iteration 37Q: 3 clusters Score -5668721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5668713.500000 Penalty: 5106.264160
	Iteration 38Q: 3 clusters Score -5668714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5668717.500000 Penalty: 5106.264160
	Iteration 39Q: 3 clusters Score -5668718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 40F: 3 clusters Score -5668717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5668715.500000 Penalty: 5106.264160
	Iteration 41Q: 3 clusters Score -5668716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5668714.500000 Penalty: 5106.264160
	Iteration 42Q: 3 clusters Score -5668714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5668714.500000 Penalty: 5106.264160
	Iteration 43Q: 3 clusters Score -5668714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5668712.000000 Penalty: 5106.264160
	Iteration 44Q: 3 clusters Score -5668712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 45Q: 3 clusters Score -5668717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5668712.000000 Penalty: 5106.264160
	Iteration 46Q: 3 clusters Score -5668712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5668706.000000 Penalty: 5106.264160
	Iteration 47Q: 3 clusters Score -5668706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5668708.000000 Penalty: 5106.264160
	Iteration 48Q: 3 clusters Score -5668708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5668712.500000 Penalty: 5106.264160
	Iteration 49Q: 3 clusters Score -5668712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5668720.500000 Penalty: 5106.264160
	Iteration 50Q: 3 clusters Score -5668720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5668722.500000 Penalty: 5106.264160
	Iteration 51Q: 3 clusters Score -5668722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 52Q: 3 clusters Score -5668717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5668716.000000 Penalty: 5106.264160
	Iteration 53Q: 3 clusters Score -5668716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 54Q: 3 clusters Score -5668717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5668717.000000 Penalty: 5106.264160
	Iteration 55F: 3 clusters Score -5668717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (30961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Entering Unmasked Estep 
Score: -5988855.000000 Penalty: 2564.439941
	Iteration 0F: 2 clusters Score -5988855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5969442.000000 Penalty: 5128.879883
	Iteration 0F: 3 clusters Score -5969442 nChanged 13978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5976946.000000 Penalty: 5128.879883
	Iteration 1F: 3 clusters Score -5976946 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5977361.500000 Penalty: 5128.879883
	Iteration 2Q: 3 clusters Score -5977362 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5977725.000000 Penalty: 5128.879883
	Iteration 3Q: 3 clusters Score -5977725 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5978069.500000 Penalty: 5128.879883
	Iteration 4Q: 3 clusters Score -5978070 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -5978412.000000 Penalty: 5128.879883
	Iteration 5Q: 3 clusters Score -5978412 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -5978859.500000 Penalty: 5128.879883
	Iteration 6Q: 3 clusters Score -5978860 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5979507.500000 Penalty: 5128.879883
	Iteration 7Q: 3 clusters Score -5979508 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -5980371.500000 Penalty: 5128.879883
	Iteration 8Q: 3 clusters Score -5980372 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -5981581.500000 Penalty: 5128.879883
	Iteration 9F: 3 clusters Score -5981582 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5983047.000000 Penalty: 5128.879883
	Iteration 10F: 3 clusters Score -5983047 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5984264.000000 Penalty: 5128.879883
	Iteration 11F: 3 clusters Score -5984264 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5985203.000000 Penalty: 5128.879883
	Iteration 12Q: 3 clusters Score -5985203 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5985859.500000 Penalty: 5128.879883
	Iteration 13Q: 3 clusters Score -5985860 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -5986181.500000 Penalty: 5128.879883
	Iteration 14Q: 3 clusters Score -5986182 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5986373.500000 Penalty: 5128.879883
	Iteration 15Q: 3 clusters Score -5986374 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5986505.500000 Penalty: 5128.879883
	Iteration 16Q: 3 clusters Score -5986506 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5986622.500000 Penalty: 5128.879883
	Iteration 17Q: 3 clusters Score -5986622 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5986694.500000 Penalty: 5128.879883
	Iteration 18Q: 3 clusters Score -5986694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5986720.000000 Penalty: 5128.879883
	Iteration 19Q: 3 clusters Score -5986720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5986735.500000 Penalty: 5128.879883
	Iteration 20F: 3 clusters Score -5986736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5986754.500000 Penalty: 5128.879883
	Iteration 21Q: 3 clusters Score -5986754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5986770.000000 Penalty: 5128.879883
	Iteration 22Q: 3 clusters Score -5986770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5986769.000000 Penalty: 5128.879883
	Iteration 23Q: 3 clusters Score -5986769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5986788.000000 Penalty: 5128.879883
	Iteration 24Q: 3 clusters Score -5986788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5986791.500000 Penalty: 5128.879883
	Iteration 25Q: 3 clusters Score -5986792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5986801.500000 Penalty: 5128.879883
	Iteration 26Q: 3 clusters Score -5986802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5986801.000000 Penalty: 5128.879883
	Iteration 27Q: 3 clusters Score -5986801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5986812.500000 Penalty: 5128.879883
	Iteration 28Q: 3 clusters Score -5986812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5986820.000000 Penalty: 5128.879883
	Iteration 29Q: 3 clusters Score -5986820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5986823.000000 Penalty: 5128.879883
	Iteration 30Q: 3 clusters Score -5986823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5986824.000000 Penalty: 5128.879883
	Iteration 31Q: 3 clusters Score -5986824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5986824.000000 Penalty: 5128.879883
	Iteration 32F: 3 clusters Score -5986824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (18898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Entering Unmasked Estep 
Score: -3906564.000000 Penalty: 2442.009277
	Iteration 0F: 2 clusters Score -3906564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3894573.750000 Penalty: 4884.018555
	Iteration 0F: 3 clusters Score -3894574 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3899031.250000 Penalty: 4884.018555
	Iteration 1F: 3 clusters Score -3899031 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3899389.000000 Penalty: 4884.018555
	Iteration 2F: 3 clusters Score -3899389 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3899673.250000 Penalty: 4884.018555
	Iteration 3Q: 3 clusters Score -3899673 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3899901.500000 Penalty: 4884.018555
	Iteration 4Q: 3 clusters Score -3899902 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3900125.250000 Penalty: 4884.018555
	Iteration 5Q: 3 clusters Score -3900125 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3900311.750000 Penalty: 4884.018555
	Iteration 6Q: 3 clusters Score -3900312 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -3900514.750000 Penalty: 4884.018555
	Iteration 7Q: 3 clusters Score -3900515 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3900701.500000 Penalty: 4884.018555
	Iteration 8Q: 3 clusters Score -3900702 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3900952.000000 Penalty: 4884.018555
	Iteration 9Q: 3 clusters Score -3900952 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3901239.750000 Penalty: 4884.018555
	Iteration 10Q: 3 clusters Score -3901240 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3901541.750000 Penalty: 4884.018555
	Iteration 11Q: 3 clusters Score -3901542 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3901839.750000 Penalty: 4884.018555
	Iteration 12Q: 3 clusters Score -3901840 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3902200.500000 Penalty: 4884.018555
	Iteration 13F: 3 clusters Score -3902200 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3902591.750000 Penalty: 4884.018555
	Iteration 14F: 3 clusters Score -3902592 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3903046.250000 Penalty: 4884.018555
	Iteration 15Q: 3 clusters Score -3903046 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3903270.750000 Penalty: 4884.018555
	Iteration 16Q: 3 clusters Score -3903271 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3903369.500000 Penalty: 4884.018555
	Iteration 17Q: 3 clusters Score -3903370 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3903428.750000 Penalty: 4884.018555
	Iteration 18Q: 3 clusters Score -3903429 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3903439.000000 Penalty: 4884.018555
	Iteration 19Q: 3 clusters Score -3903439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3903454.000000 Penalty: 4884.018555
	Iteration 20F: 3 clusters Score -3903454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3903501.000000 Penalty: 4884.018555
	Iteration 21Q: 3 clusters Score -3903501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3903524.500000 Penalty: 4884.018555
	Iteration 22Q: 3 clusters Score -3903524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3903549.250000 Penalty: 4884.018555
	Iteration 23Q: 3 clusters Score -3903549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -3903565.500000 Penalty: 4884.018555
	Iteration 24Q: 3 clusters Score -3903566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3903603.000000 Penalty: 4884.018555
	Iteration 25Q: 3 clusters Score -3903603 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3903628.500000 Penalty: 4884.018555
	Iteration 26Q: 3 clusters Score -3903628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3903639.750000 Penalty: 4884.018555
	Iteration 27Q: 3 clusters Score -3903640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3903667.000000 Penalty: 4884.018555
	Iteration 28Q: 3 clusters Score -3903667 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3903688.500000 Penalty: 4884.018555
	Iteration 29Q: 3 clusters Score -3903688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3903679.500000 Penalty: 4884.018555
	Iteration 30Q: 3 clusters Score -3903680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3903682.000000 Penalty: 4884.018555
	Iteration 31Q: 3 clusters Score -3903682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3903699.250000 Penalty: 4884.018555
	Iteration 32Q: 3 clusters Score -3903699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3903717.750000 Penalty: 4884.018555
	Iteration 33Q: 3 clusters Score -3903718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3903722.500000 Penalty: 4884.018555
	Iteration 34Q: 3 clusters Score -3903722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3903747.250000 Penalty: 4884.018555
	Iteration 35Q: 3 clusters Score -3903747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3903752.750000 Penalty: 4884.018555
	Iteration 36Q: 3 clusters Score -3903753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3903763.500000 Penalty: 4884.018555
	Iteration 37Q: 3 clusters Score -3903764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3903770.500000 Penalty: 4884.018555
	Iteration 38Q: 3 clusters Score -3903770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3903774.250000 Penalty: 4884.018555
	Iteration 39Q: 3 clusters Score -3903774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3903767.750000 Penalty: 4884.018555
	Iteration 40F: 3 clusters Score -3903768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3903769.500000 Penalty: 4884.018555
	Iteration 41Q: 3 clusters Score -3903770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3903787.750000 Penalty: 4884.018555
	Iteration 42Q: 3 clusters Score -3903788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3903801.500000 Penalty: 4884.018555
	Iteration 43Q: 3 clusters Score -3903802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -3903822.000000 Penalty: 4884.018555
	Iteration 44Q: 3 clusters Score -3903822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3903839.250000 Penalty: 4884.018555
	Iteration 45Q: 3 clusters Score -3903839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3903845.000000 Penalty: 4884.018555
	Iteration 46Q: 3 clusters Score -3903845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3903833.250000 Penalty: 4884.018555
	Iteration 47Q: 3 clusters Score -3903833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3903855.500000 Penalty: 4884.018555
	Iteration 48Q: 3 clusters Score -3903856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3903882.000000 Penalty: 4884.018555
	Iteration 49Q: 3 clusters Score -3903882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3903892.250000 Penalty: 4884.018555
	Iteration 50Q: 3 clusters Score -3903892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3903901.000000 Penalty: 4884.018555
	Iteration 51Q: 3 clusters Score -3903901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3903901.000000 Penalty: 4884.018555
	Iteration 52Q: 3 clusters Score -3903901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -3903895.750000 Penalty: 4884.018555
	Iteration 53Q: 3 clusters Score -3903896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3903906.500000 Penalty: 4884.018555
	Iteration 54Q: 3 clusters Score -3903906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3903918.250000 Penalty: 4884.018555
	Iteration 55Q: 3 clusters Score -3903918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3903929.500000 Penalty: 4884.018555
	Iteration 56Q: 3 clusters Score -3903930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3903931.000000 Penalty: 4884.018555
	Iteration 57Q: 3 clusters Score -3903931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3903941.250000 Penalty: 4884.018555
	Iteration 58Q: 3 clusters Score -3903941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3903957.250000 Penalty: 4884.018555
	Iteration 59Q: 3 clusters Score -3903957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3903960.000000 Penalty: 4884.018555
	Iteration 60F: 3 clusters Score -3903960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3903957.500000 Penalty: 4884.018555
	Iteration 61Q: 3 clusters Score -3903958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3903950.250000 Penalty: 4884.018555
	Iteration 62Q: 3 clusters Score -3903950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3903955.000000 Penalty: 4884.018555
	Iteration 63Q: 3 clusters Score -3903955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3903957.000000 Penalty: 4884.018555
	Iteration 64Q: 3 clusters Score -3903957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3903973.500000 Penalty: 4884.018555
	Iteration 65Q: 3 clusters Score -3903974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -3903970.750000 Penalty: 4884.018555
	Iteration 66Q: 3 clusters Score -3903971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3903981.000000 Penalty: 4884.018555
	Iteration 67Q: 3 clusters Score -3903981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3903990.250000 Penalty: 4884.018555
	Iteration 68Q: 3 clusters Score -3903990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3903982.250000 Penalty: 4884.018555
	Iteration 69Q: 3 clusters Score -3903982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3903998.000000 Penalty: 4884.018555
	Iteration 70Q: 3 clusters Score -3903998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3904004.500000 Penalty: 4884.018555
	Iteration 71Q: 3 clusters Score -3904004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3904009.750000 Penalty: 4884.018555
	Iteration 72Q: 3 clusters Score -3904010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3904017.000000 Penalty: 4884.018555
	Iteration 73Q: 3 clusters Score -3904017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -3904024.750000 Penalty: 4884.018555
	Iteration 74Q: 3 clusters Score -3904025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3904027.000000 Penalty: 4884.018555
	Iteration 75Q: 3 clusters Score -3904027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3904042.500000 Penalty: 4884.018555
	Iteration 76Q: 3 clusters Score -3904042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3904054.000000 Penalty: 4884.018555
	Iteration 77Q: 3 clusters Score -3904054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3904054.500000 Penalty: 4884.018555
	Iteration 78Q: 3 clusters Score -3904054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3904070.250000 Penalty: 4884.018555
	Iteration 79Q: 3 clusters Score -3904070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3904075.500000 Penalty: 4884.018555
	Iteration 80F: 3 clusters Score -3904076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3904071.000000 Penalty: 4884.018555
	Iteration 81Q: 3 clusters Score -3904071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3904078.750000 Penalty: 4884.018555
	Iteration 82Q: 3 clusters Score -3904079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3904084.250000 Penalty: 4884.018555
	Iteration 83Q: 3 clusters Score -3904084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -3904088.500000 Penalty: 4884.018555
	Iteration 84Q: 3 clusters Score -3904088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3904088.000000 Penalty: 4884.018555
	Iteration 85Q: 3 clusters Score -3904088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3904093.000000 Penalty: 4884.018555
	Iteration 86Q: 3 clusters Score -3904093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3904093.750000 Penalty: 4884.018555
	Iteration 87Q: 3 clusters Score -3904094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3904098.000000 Penalty: 4884.018555
	Iteration 88Q: 3 clusters Score -3904098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3904095.000000 Penalty: 4884.018555
	Iteration 89Q: 3 clusters Score -3904095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3904103.500000 Penalty: 4884.018555
	Iteration 90Q: 3 clusters Score -3904104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3904102.750000 Penalty: 4884.018555
	Iteration 91Q: 3 clusters Score -3904103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3904101.000000 Penalty: 4884.018555
	Iteration 92Q: 3 clusters Score -3904101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3904098.500000 Penalty: 4884.018555
	Iteration 93Q: 3 clusters Score -3904098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3904102.750000 Penalty: 4884.018555
	Iteration 94Q: 3 clusters Score -3904103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3904102.750000 Penalty: 4884.018555
	Iteration 95F: 3 clusters Score -3904103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 2103 members 
Mstep: Class 3 contains 29984 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 28671 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 23247 members 
Mstep: Class 8 contains 24892 members 
Mstep: Class 9 contains 34480 members 
Mstep: Class 10 contains 41107 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30095 members 
Mstep: Class 13 contains 20172 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10275 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30115 members 
Mstep: Class 19 contains 26408 members 
Mstep: Class 20 contains 22961 members 
Mstep: Class 21 contains 40038 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 34350 members 
Mstep: Class 24 contains 25068 members 
Mstep: Class 25 contains 31948 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32080 members 
Mstep: Class 28 contains 22060 members 
Mstep: Class 29 contains 28484 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1928 members 
Mstep: Class 32 contains 26233 members 
Mstep: Class 33 contains 20589 members 
Mstep: Class 34 contains 25092 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 26016 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20672 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28953 members 
Mstep: Class 41 contains 25644 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19863 members 
Mstep: Class 44 contains 29581 members 
Mstep: Class 45 contains 30961 members 
Mstep: Class 46 contains 18898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450240.000000 Penalty: 156710.000000
Iteration 279Q: 47 clusters Score -1.774502e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 29933 members 
Mstep: Class 4 contains 26568 members 
Mstep: Class 5 contains 28644 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 23208 members 
Mstep: Class 8 contains 24959 members 
Mstep: Class 9 contains 34466 members 
Mstep: Class 10 contains 40993 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30102 members 
Mstep: Class 13 contains 20141 members 
Mstep: Class 14 contains 38570 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10259 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30131 members 
Mstep: Class 19 contains 26415 members 
Mstep: Class 20 contains 22982 members 
Mstep: Class 21 contains 40139 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 34108 members 
Mstep: Class 24 contains 25085 members 
Mstep: Class 25 contains 32008 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32073 members 
Mstep: Class 28 contains 22064 members 
Mstep: Class 29 contains 28481 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1926 members 
Mstep: Class 32 contains 26232 members 
Mstep: Class 33 contains 20631 members 
Mstep: Class 34 contains 25091 members 
Mstep: Class 35 contains 2346 members 
Mstep: Class 36 contains 25985 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20649 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28947 members 
Mstep: Class 41 contains 25688 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19861 members 
Mstep: Class 44 contains 29542 members 
Mstep: Class 45 contains 30959 members 
Mstep: Class 46 contains 18901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450208.000000 Penalty: 156710.000000
Iteration 280F: 47 clusters Score -1.774502e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 29883 members 
Mstep: Class 4 contains 26526 members 
Mstep: Class 5 contains 28643 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 23179 members 
Mstep: Class 8 contains 24985 members 
Mstep: Class 9 contains 34453 members 
Mstep: Class 10 contains 40874 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 14 contains 38758 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10254 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30121 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 23022 members 
Mstep: Class 21 contains 40261 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 33890 members 
Mstep: Class 24 contains 25113 members 
Mstep: Class 25 contains 32045 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32100 members 
Mstep: Class 28 contains 22102 members 
Mstep: Class 29 contains 28471 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1923 members 
Mstep: Class 32 contains 26199 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 25062 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25963 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20646 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28956 members 
Mstep: Class 41 contains 25706 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19862 members 
Mstep: Class 44 contains 29509 members 
Mstep: Class 45 contains 30972 members 
Mstep: Class 46 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450560.000000 Penalty: 156710.000000
Iteration 281Q: 47 clusters Score -1.774506e+08 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 2057 members 
Mstep: Class 3 contains 29861 members 
Mstep: Class 4 contains 26526 members 
Mstep: Class 5 contains 28624 members 
Mstep: Class 6 contains 4226 members 
Mstep: Class 7 contains 23155 members 
Mstep: Class 8 contains 24990 members 
Mstep: Class 9 contains 34445 members 
Mstep: Class 10 contains 40755 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30111 members 
Mstep: Class 13 contains 20061 members 
Mstep: Class 14 contains 38973 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 30107 members 
Mstep: Class 19 contains 26462 members 
Mstep: Class 20 contains 23064 members 
Mstep: Class 21 contains 40379 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 33670 members 
Mstep: Class 24 contains 25149 members 
Mstep: Class 25 contains 32062 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32104 members 
Mstep: Class 28 contains 22125 members 
Mstep: Class 29 contains 28456 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1920 members 
Mstep: Class 32 contains 26185 members 
Mstep: Class 33 contains 20728 members 
Mstep: Class 34 contains 25033 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25935 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20630 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28977 members 
Mstep: Class 41 contains 25692 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19846 members 
Mstep: Class 44 contains 29490 members 
Mstep: Class 45 contains 30970 members 
Mstep: Class 46 contains 18917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451088.000000 Penalty: 156710.000000
Iteration 282Q: 47 clusters Score -1.774511e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 29856 members 
Mstep: Class 4 contains 26507 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 23123 members 
Mstep: Class 8 contains 24982 members 
Mstep: Class 9 contains 34458 members 
Mstep: Class 10 contains 40629 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30118 members 
Mstep: Class 13 contains 20028 members 
Mstep: Class 14 contains 39198 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10234 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30078 members 
Mstep: Class 19 contains 26497 members 
Mstep: Class 20 contains 23094 members 
Mstep: Class 21 contains 40449 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 33456 members 
Mstep: Class 24 contains 25175 members 
Mstep: Class 25 contains 32099 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 32125 members 
Mstep: Class 28 contains 22120 members 
Mstep: Class 29 contains 28459 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1918 members 
Mstep: Class 32 contains 26145 members 
Mstep: Class 33 contains 20746 members 
Mstep: Class 34 contains 25016 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25946 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20614 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28991 members 
Mstep: Class 41 contains 25681 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19822 members 
Mstep: Class 44 contains 29462 members 
Mstep: Class 45 contains 31007 members 
Mstep: Class 46 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450976.000000 Penalty: 156710.000000
Iteration 283Q: 47 clusters Score -1.77451e+08 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 29859 members 
Mstep: Class 4 contains 26480 members 
Mstep: Class 5 contains 28600 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 23066 members 
Mstep: Class 8 contains 24961 members 
Mstep: Class 9 contains 34455 members 
Mstep: Class 10 contains 40500 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 39429 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30056 members 
Mstep: Class 19 contains 26527 members 
Mstep: Class 20 contains 23118 members 
Mstep: Class 21 contains 40561 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 33230 members 
Mstep: Class 24 contains 25210 members 
Mstep: Class 25 contains 32111 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 32139 members 
Mstep: Class 28 contains 22089 members 
Mstep: Class 29 contains 28457 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1915 members 
Mstep: Class 32 contains 26130 members 
Mstep: Class 33 contains 20778 members 
Mstep: Class 34 contains 24991 members 
Mstep: Class 35 contains 2341 members 
Mstep: Class 36 contains 25958 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20623 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29017 members 
Mstep: Class 41 contains 25665 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19812 members 
Mstep: Class 44 contains 29464 members 
Mstep: Class 45 contains 31020 members 
Mstep: Class 46 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451712.000000 Penalty: 156710.000000
Iteration 284Q: 47 clusters Score -1.774517e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2022 members 
Mstep: Class 3 contains 29830 members 
Mstep: Class 4 contains 26440 members 
Mstep: Class 5 contains 28589 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 23014 members 
Mstep: Class 8 contains 24967 members 
Mstep: Class 9 contains 34453 members 
Mstep: Class 10 contains 40408 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30127 members 
Mstep: Class 13 contains 19974 members 
Mstep: Class 14 contains 39645 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30036 members 
Mstep: Class 19 contains 26564 members 
Mstep: Class 20 contains 23143 members 
Mstep: Class 21 contains 40645 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32976 members 
Mstep: Class 24 contains 25243 members 
Mstep: Class 25 contains 32114 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 32156 members 
Mstep: Class 28 contains 22077 members 
Mstep: Class 29 contains 28477 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1915 members 
Mstep: Class 32 contains 26109 members 
Mstep: Class 33 contains 20817 members 
Mstep: Class 34 contains 24979 members 
Mstep: Class 35 contains 2344 members 
Mstep: Class 36 contains 25962 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20622 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29072 members 
Mstep: Class 41 contains 25663 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19791 members 
Mstep: Class 44 contains 29470 members 
Mstep: Class 45 contains 31013 members 
Mstep: Class 46 contains 19002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452112.000000 Penalty: 156710.000000
Iteration 285Q: 47 clusters Score -1.774521e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 29803 members 
Mstep: Class 4 contains 26407 members 
Mstep: Class 5 contains 28592 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 22970 members 
Mstep: Class 8 contains 24993 members 
Mstep: Class 9 contains 34438 members 
Mstep: Class 10 contains 40308 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30123 members 
Mstep: Class 13 contains 19950 members 
Mstep: Class 14 contains 39879 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30045 members 
Mstep: Class 19 contains 26598 members 
Mstep: Class 20 contains 23177 members 
Mstep: Class 21 contains 40695 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32773 members 
Mstep: Class 24 contains 25287 members 
Mstep: Class 25 contains 32134 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 32150 members 
Mstep: Class 28 contains 22038 members 
Mstep: Class 29 contains 28477 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1915 members 
Mstep: Class 32 contains 26070 members 
Mstep: Class 33 contains 20852 members 
Mstep: Class 34 contains 24982 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 25944 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20600 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29120 members 
Mstep: Class 41 contains 25653 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19783 members 
Mstep: Class 44 contains 29467 members 
Mstep: Class 45 contains 31002 members 
Mstep: Class 46 contains 19038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451984.000000 Penalty: 156710.000000
Iteration 286Q: 47 clusters Score -1.77452e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 2000 members 
Mstep: Class 3 contains 29780 members 
Mstep: Class 4 contains 26363 members 
Mstep: Class 5 contains 28595 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 22942 members 
Mstep: Class 8 contains 25007 members 
Mstep: Class 9 contains 34415 members 
Mstep: Class 10 contains 40192 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30136 members 
Mstep: Class 13 contains 19933 members 
Mstep: Class 14 contains 40108 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10187 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30033 members 
Mstep: Class 19 contains 26633 members 
Mstep: Class 20 contains 23209 members 
Mstep: Class 21 contains 40786 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32553 members 
Mstep: Class 24 contains 25337 members 
Mstep: Class 25 contains 32131 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 32166 members 
Mstep: Class 28 contains 21972 members 
Mstep: Class 29 contains 28484 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1915 members 
Mstep: Class 32 contains 26028 members 
Mstep: Class 33 contains 20852 members 
Mstep: Class 34 contains 24991 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25966 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20596 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29133 members 
Mstep: Class 41 contains 25641 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19772 members 
Mstep: Class 44 contains 29442 members 
Mstep: Class 45 contains 31014 members 
Mstep: Class 46 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452480.000000 Penalty: 156710.000000
Iteration 287Q: 47 clusters Score -1.774525e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 29735 members 
Mstep: Class 4 contains 26306 members 
Mstep: Class 5 contains 28607 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 22894 members 
Mstep: Class 8 contains 25060 members 
Mstep: Class 9 contains 34385 members 
Mstep: Class 10 contains 40100 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30154 members 
Mstep: Class 13 contains 19908 members 
Mstep: Class 14 contains 40335 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10174 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 29998 members 
Mstep: Class 19 contains 26660 members 
Mstep: Class 20 contains 23231 members 
Mstep: Class 21 contains 40877 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32356 members 
Mstep: Class 24 contains 25446 members 
Mstep: Class 25 contains 32144 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 32174 members 
Mstep: Class 28 contains 21880 members 
Mstep: Class 29 contains 28478 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1912 members 
Mstep: Class 32 contains 25993 members 
Mstep: Class 33 contains 20851 members 
Mstep: Class 34 contains 25005 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 25949 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20613 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29131 members 
Mstep: Class 41 contains 25654 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19776 members 
Mstep: Class 44 contains 29438 members 
Mstep: Class 45 contains 30992 members 
Mstep: Class 46 contains 19092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452544.000000 Penalty: 156710.000000
Iteration 288Q: 47 clusters Score -1.774525e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1983 members 
Mstep: Class 3 contains 29710 members 
Mstep: Class 4 contains 26259 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 22847 members 
Mstep: Class 8 contains 25095 members 
Mstep: Class 9 contains 34371 members 
Mstep: Class 10 contains 40022 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30153 members 
Mstep: Class 13 contains 19898 members 
Mstep: Class 14 contains 40540 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10166 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 29972 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 20 contains 23259 members 
Mstep: Class 21 contains 40975 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32173 members 
Mstep: Class 24 contains 25573 members 
Mstep: Class 25 contains 32177 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32187 members 
Mstep: Class 28 contains 21779 members 
Mstep: Class 29 contains 28460 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1905 members 
Mstep: Class 32 contains 25996 members 
Mstep: Class 33 contains 20857 members 
Mstep: Class 34 contains 25006 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 25937 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20615 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29134 members 
Mstep: Class 41 contains 25663 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19765 members 
Mstep: Class 44 contains 29434 members 
Mstep: Class 45 contains 30982 members 
Mstep: Class 46 contains 19074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452192.000000 Penalty: 156710.000000
Iteration 289Q: 47 clusters Score -1.774522e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 3 contains 29660 members 
Mstep: Class 4 contains 26234 members 
Mstep: Class 5 contains 28612 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 22800 members 
Mstep: Class 8 contains 25121 members 
Mstep: Class 9 contains 34351 members 
Mstep: Class 10 contains 39952 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 19883 members 
Mstep: Class 14 contains 40724 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10160 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 29943 members 
Mstep: Class 19 contains 26674 members 
Mstep: Class 20 contains 23291 members 
Mstep: Class 21 contains 41094 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 32042 members 
Mstep: Class 24 contains 25711 members 
Mstep: Class 25 contains 32213 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32179 members 
Mstep: Class 28 contains 21722 members 
Mstep: Class 29 contains 28460 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1897 members 
Mstep: Class 32 contains 25992 members 
Mstep: Class 33 contains 20871 members 
Mstep: Class 34 contains 24980 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25940 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20613 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29136 members 
Mstep: Class 41 contains 25663 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19783 members 
Mstep: Class 44 contains 29432 members 
Mstep: Class 45 contains 30983 members 
Mstep: Class 46 contains 18974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452800.000000 Penalty: 156710.000000
Iteration 290Q: 47 clusters Score -1.774528e+08 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 29624 members 
Mstep: Class 4 contains 26206 members 
Mstep: Class 5 contains 28623 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 22765 members 
Mstep: Class 8 contains 25162 members 
Mstep: Class 9 contains 34327 members 
Mstep: Class 10 contains 39871 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30120 members 
Mstep: Class 13 contains 19898 members 
Mstep: Class 14 contains 40905 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 29925 members 
Mstep: Class 19 contains 26695 members 
Mstep: Class 20 contains 23338 members 
Mstep: Class 21 contains 41176 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 31891 members 
Mstep: Class 24 contains 25799 members 
Mstep: Class 25 contains 32257 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32172 members 
Mstep: Class 28 contains 21656 members 
Mstep: Class 29 contains 28447 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1891 members 
Mstep: Class 32 contains 25973 members 
Mstep: Class 33 contains 20887 members 
Mstep: Class 34 contains 24978 members 
Mstep: Class 35 contains 2342 members 
Mstep: Class 36 contains 25963 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20616 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29135 members 
Mstep: Class 41 contains 25635 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19832 members 
Mstep: Class 44 contains 29416 members 
Mstep: Class 45 contains 30989 members 
Mstep: Class 46 contains 18839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452480.000000 Penalty: 156710.000000
Iteration 291Q: 47 clusters Score -1.774525e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 29604 members 
Mstep: Class 4 contains 26183 members 
Mstep: Class 5 contains 28643 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 22714 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 34296 members 
Mstep: Class 10 contains 39815 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30119 members 
Mstep: Class 13 contains 19906 members 
Mstep: Class 14 contains 41080 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10147 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 29896 members 
Mstep: Class 19 contains 26713 members 
Mstep: Class 20 contains 23388 members 
Mstep: Class 21 contains 41255 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 31748 members 
Mstep: Class 24 contains 25832 members 
Mstep: Class 25 contains 32272 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32165 members 
Mstep: Class 28 contains 21579 members 
Mstep: Class 29 contains 28428 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1888 members 
Mstep: Class 32 contains 25968 members 
Mstep: Class 33 contains 20926 members 
Mstep: Class 34 contains 24960 members 
Mstep: Class 35 contains 2343 members 
Mstep: Class 36 contains 25966 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20610 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29163 members 
Mstep: Class 41 contains 25624 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19921 members 
Mstep: Class 44 contains 29375 members 
Mstep: Class 45 contains 31010 members 
Mstep: Class 46 contains 18744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452736.000000 Penalty: 156710.000000
Iteration 292Q: 47 clusters Score -1.774527e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 29576 members 
Mstep: Class 4 contains 26170 members 
Mstep: Class 5 contains 28657 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 22650 members 
Mstep: Class 8 contains 25210 members 
Mstep: Class 9 contains 34274 members 
Mstep: Class 10 contains 39754 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30134 members 
Mstep: Class 13 contains 19930 members 
Mstep: Class 14 contains 41263 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10139 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 29893 members 
Mstep: Class 19 contains 26731 members 
Mstep: Class 20 contains 23427 members 
Mstep: Class 21 contains 41358 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 31569 members 
Mstep: Class 24 contains 25903 members 
Mstep: Class 25 contains 32296 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32161 members 
Mstep: Class 28 contains 21496 members 
Mstep: Class 29 contains 28434 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1885 members 
Mstep: Class 32 contains 25951 members 
Mstep: Class 33 contains 20959 members 
Mstep: Class 34 contains 24953 members 
Mstep: Class 35 contains 2345 members 
Mstep: Class 36 contains 25957 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20596 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29167 members 
Mstep: Class 41 contains 25605 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 19991 members 
Mstep: Class 44 contains 29334 members 
Mstep: Class 45 contains 31026 members 
Mstep: Class 46 contains 18620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452928.000000 Penalty: 156710.000000
Iteration 293Q: 47 clusters Score -1.774529e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 1935 members 
Mstep: Class 3 contains 29558 members 
Mstep: Class 4 contains 26152 members 
Mstep: Class 5 contains 28679 members 
Mstep: Class 6 contains 4234 members 
Mstep: Class 7 contains 22599 members 
Mstep: Class 8 contains 25232 members 
Mstep: Class 9 contains 34242 members 
Mstep: Class 10 contains 39678 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30124 members 
Mstep: Class 13 contains 19959 members 
Mstep: Class 14 contains 41486 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10127 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 29906 members 
Mstep: Class 19 contains 26729 members 
Mstep: Class 20 contains 23471 members 
Mstep: Class 21 contains 41433 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 31354 members 
Mstep: Class 24 contains 25965 members 
Mstep: Class 25 contains 32302 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32175 members 
Mstep: Class 28 contains 21425 members 
Mstep: Class 29 contains 28434 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1881 members 
Mstep: Class 32 contains 25943 members 
Mstep: Class 33 contains 20975 members 
Mstep: Class 34 contains 24936 members 
Mstep: Class 35 contains 2348 members 
Mstep: Class 36 contains 25957 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20588 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29157 members 
Mstep: Class 41 contains 25590 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20038 members 
Mstep: Class 44 contains 29330 members 
Mstep: Class 45 contains 31059 members 
Mstep: Class 46 contains 18518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452832.000000 Penalty: 156710.000000
Iteration 294Q: 47 clusters Score -1.774528e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 29565 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 28669 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 22562 members 
Mstep: Class 8 contains 25234 members 
Mstep: Class 9 contains 34239 members 
Mstep: Class 10 contains 39572 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 19993 members 
Mstep: Class 14 contains 41676 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10118 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 29919 members 
Mstep: Class 19 contains 26721 members 
Mstep: Class 20 contains 23514 members 
Mstep: Class 21 contains 41512 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 31148 members 
Mstep: Class 24 contains 26018 members 
Mstep: Class 25 contains 32314 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32193 members 
Mstep: Class 28 contains 21354 members 
Mstep: Class 29 contains 28445 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1878 members 
Mstep: Class 32 contains 25930 members 
Mstep: Class 33 contains 20984 members 
Mstep: Class 34 contains 24940 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 25967 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20564 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29161 members 
Mstep: Class 41 contains 25568 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20107 members 
Mstep: Class 44 contains 29285 members 
Mstep: Class 45 contains 31088 members 
Mstep: Class 46 contains 18425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453344.000000 Penalty: 156710.000000
Iteration 295Q: 47 clusters Score -1.774533e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 1921 members 
Mstep: Class 3 contains 29531 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 28664 members 
Mstep: Class 6 contains 4229 members 
Mstep: Class 7 contains 22534 members 
Mstep: Class 8 contains 25250 members 
Mstep: Class 9 contains 34208 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 20015 members 
Mstep: Class 14 contains 41865 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 29930 members 
Mstep: Class 19 contains 26721 members 
Mstep: Class 20 contains 23551 members 
Mstep: Class 21 contains 41609 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 30949 members 
Mstep: Class 24 contains 26063 members 
Mstep: Class 25 contains 32324 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 21334 members 
Mstep: Class 29 contains 28486 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1877 members 
Mstep: Class 32 contains 25922 members 
Mstep: Class 33 contains 21017 members 
Mstep: Class 34 contains 24924 members 
Mstep: Class 35 contains 2349 members 
Mstep: Class 36 contains 25935 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20523 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29162 members 
Mstep: Class 41 contains 25536 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20186 members 
Mstep: Class 44 contains 29277 members 
Mstep: Class 45 contains 31106 members 
Mstep: Class 46 contains 18330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453328.000000 Penalty: 156710.000000
Iteration 296Q: 47 clusters Score -1.774533e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1913 members 
Mstep: Class 3 contains 29488 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 28662 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 22511 members 
Mstep: Class 8 contains 25251 members 
Mstep: Class 9 contains 34182 members 
Mstep: Class 10 contains 39379 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30124 members 
Mstep: Class 13 contains 20029 members 
Mstep: Class 14 contains 42051 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10087 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 29941 members 
Mstep: Class 19 contains 26721 members 
Mstep: Class 20 contains 23576 members 
Mstep: Class 21 contains 41719 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 30741 members 
Mstep: Class 24 contains 26080 members 
Mstep: Class 25 contains 32316 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32177 members 
Mstep: Class 28 contains 21301 members 
Mstep: Class 29 contains 28497 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 25934 members 
Mstep: Class 33 contains 21076 members 
Mstep: Class 34 contains 24917 members 
Mstep: Class 35 contains 2352 members 
Mstep: Class 36 contains 25933 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20497 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29183 members 
Mstep: Class 41 contains 25513 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20236 members 
Mstep: Class 44 contains 29277 members 
Mstep: Class 45 contains 31121 members 
Mstep: Class 46 contains 18274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453632.000000 Penalty: 156710.000000
Iteration 297Q: 47 clusters Score -1.774536e+08 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 29472 members 
Mstep: Class 4 contains 26099 members 
Mstep: Class 5 contains 28665 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 22483 members 
Mstep: Class 8 contains 25252 members 
Mstep: Class 9 contains 34166 members 
Mstep: Class 10 contains 39315 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30110 members 
Mstep: Class 13 contains 20035 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10066 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 29966 members 
Mstep: Class 19 contains 26717 members 
Mstep: Class 20 contains 23599 members 
Mstep: Class 21 contains 41817 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 30532 members 
Mstep: Class 24 contains 26088 members 
Mstep: Class 25 contains 32306 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32201 members 
Mstep: Class 28 contains 21292 members 
Mstep: Class 29 contains 28504 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1875 members 
Mstep: Class 32 contains 25918 members 
Mstep: Class 33 contains 21111 members 
Mstep: Class 34 contains 24921 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25943 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20478 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29182 members 
Mstep: Class 41 contains 25495 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20268 members 
Mstep: Class 44 contains 29248 members 
Mstep: Class 45 contains 31121 members 
Mstep: Class 46 contains 18225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453440.000000 Penalty: 156710.000000
Iteration 298Q: 47 clusters Score -1.774534e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 29444 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 28672 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 22464 members 
Mstep: Class 8 contains 25246 members 
Mstep: Class 9 contains 34159 members 
Mstep: Class 10 contains 39235 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30116 members 
Mstep: Class 13 contains 20024 members 
Mstep: Class 14 contains 42381 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30000 members 
Mstep: Class 19 contains 26705 members 
Mstep: Class 20 contains 23627 members 
Mstep: Class 21 contains 41909 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 30297 members 
Mstep: Class 24 contains 26064 members 
Mstep: Class 25 contains 32274 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32213 members 
Mstep: Class 28 contains 21264 members 
Mstep: Class 29 contains 28518 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 25904 members 
Mstep: Class 33 contains 21152 members 
Mstep: Class 34 contains 24945 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25936 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20449 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29210 members 
Mstep: Class 41 contains 25471 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20330 members 
Mstep: Class 44 contains 29239 members 
Mstep: Class 45 contains 31140 members 
Mstep: Class 46 contains 18208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453520.000000 Penalty: 156710.000000
Iteration 299Q: 47 clusters Score -1.774535e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 29406 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 28678 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 22442 members 
Mstep: Class 8 contains 25247 members 
Mstep: Class 9 contains 34144 members 
Mstep: Class 10 contains 39186 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30105 members 
Mstep: Class 13 contains 20024 members 
Mstep: Class 14 contains 42523 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30014 members 
Mstep: Class 19 contains 26702 members 
Mstep: Class 20 contains 23652 members 
Mstep: Class 21 contains 42014 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 30110 members 
Mstep: Class 24 contains 26022 members 
Mstep: Class 25 contains 32240 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32206 members 
Mstep: Class 28 contains 21259 members 
Mstep: Class 29 contains 28506 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1872 members 
Mstep: Class 32 contains 25907 members 
Mstep: Class 33 contains 21195 members 
Mstep: Class 34 contains 24945 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25940 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20425 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29237 members 
Mstep: Class 41 contains 25458 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20358 members 
Mstep: Class 44 contains 29230 members 
Mstep: Class 45 contains 31160 members 
Mstep: Class 46 contains 18244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454224.000000 Penalty: 156710.000000
Iteration 300F: 47 clusters Score -1.774542e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 29387 members 
Mstep: Class 4 contains 26012 members 
Mstep: Class 5 contains 28673 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 22419 members 
Mstep: Class 8 contains 25247 members 
Mstep: Class 9 contains 34111 members 
Mstep: Class 10 contains 39102 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30101 members 
Mstep: Class 13 contains 20019 members 
Mstep: Class 14 contains 42680 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10036 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30029 members 
Mstep: Class 19 contains 26690 members 
Mstep: Class 20 contains 23673 members 
Mstep: Class 21 contains 42125 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 29903 members 
Mstep: Class 24 contains 25974 members 
Mstep: Class 25 contains 32213 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32229 members 
Mstep: Class 28 contains 21250 members 
Mstep: Class 29 contains 28523 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 25893 members 
Mstep: Class 33 contains 21253 members 
Mstep: Class 34 contains 24950 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25929 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20409 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29228 members 
Mstep: Class 41 contains 25447 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20383 members 
Mstep: Class 44 contains 29234 members 
Mstep: Class 45 contains 31185 members 
Mstep: Class 46 contains 18278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454432.000000 Penalty: 156710.000000
Iteration 301Q: 47 clusters Score -1.774544e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 1856 members 
Mstep: Class 3 contains 29384 members 
Mstep: Class 4 contains 25982 members 
Mstep: Class 5 contains 28677 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 22399 members 
Mstep: Class 8 contains 25241 members 
Mstep: Class 9 contains 34073 members 
Mstep: Class 10 contains 39028 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30084 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 42846 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30035 members 
Mstep: Class 19 contains 26687 members 
Mstep: Class 20 contains 23700 members 
Mstep: Class 21 contains 42233 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 29686 members 
Mstep: Class 24 contains 25921 members 
Mstep: Class 25 contains 32188 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32259 members 
Mstep: Class 28 contains 21225 members 
Mstep: Class 29 contains 28514 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1866 members 
Mstep: Class 32 contains 25871 members 
Mstep: Class 33 contains 21303 members 
Mstep: Class 34 contains 24951 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 25960 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20385 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29215 members 
Mstep: Class 41 contains 25436 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20406 members 
Mstep: Class 44 contains 29234 members 
Mstep: Class 45 contains 31205 members 
Mstep: Class 46 contains 18301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454368.000000 Penalty: 156710.000000
Iteration 302Q: 47 clusters Score -1.774544e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 1849 members 
Mstep: Class 3 contains 29382 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 28701 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 22382 members 
Mstep: Class 8 contains 25241 members 
Mstep: Class 9 contains 34051 members 
Mstep: Class 10 contains 38935 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30073 members 
Mstep: Class 13 contains 20021 members 
Mstep: Class 14 contains 42956 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30039 members 
Mstep: Class 19 contains 26666 members 
Mstep: Class 20 contains 23724 members 
Mstep: Class 21 contains 42355 members 
Mstep: Class 22 contains 759 members 
Mstep: Class 23 contains 29495 members 
Mstep: Class 24 contains 25871 members 
Mstep: Class 25 contains 32184 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32289 members 
Mstep: Class 28 contains 21216 members 
Mstep: Class 29 contains 28485 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1863 members 
Mstep: Class 32 contains 25891 members 
Mstep: Class 33 contains 21344 members 
Mstep: Class 34 contains 24966 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25952 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20346 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29196 members 
Mstep: Class 41 contains 25423 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20439 members 
Mstep: Class 44 contains 29244 members 
Mstep: Class 45 contains 31224 members 
Mstep: Class 46 contains 18348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453920.000000 Penalty: 156710.000000
Iteration 303Q: 47 clusters Score -1.774539e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 1840 members 
Mstep: Class 3 contains 29380 members 
Mstep: Class 4 contains 25917 members 
Mstep: Class 5 contains 28710 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22359 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 34031 members 
Mstep: Class 10 contains 38853 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30074 members 
Mstep: Class 13 contains 20022 members 
Mstep: Class 14 contains 43081 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10031 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30060 members 
Mstep: Class 19 contains 26651 members 
Mstep: Class 20 contains 23734 members 
Mstep: Class 21 contains 42474 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 29291 members 
Mstep: Class 24 contains 25796 members 
Mstep: Class 25 contains 32185 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32295 members 
Mstep: Class 28 contains 21192 members 
Mstep: Class 29 contains 28467 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1862 members 
Mstep: Class 32 contains 25895 members 
Mstep: Class 33 contains 21381 members 
Mstep: Class 34 contains 24990 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 25991 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20312 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29173 members 
Mstep: Class 41 contains 25430 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20442 members 
Mstep: Class 44 contains 29253 members 
Mstep: Class 45 contains 31232 members 
Mstep: Class 46 contains 18405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454480.000000 Penalty: 156710.000000
Iteration 304Q: 47 clusters Score -1.774545e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 29344 members 
Mstep: Class 4 contains 25890 members 
Mstep: Class 5 contains 28726 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 22367 members 
Mstep: Class 8 contains 25222 members 
Mstep: Class 9 contains 34019 members 
Mstep: Class 10 contains 38787 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30073 members 
Mstep: Class 13 contains 20025 members 
Mstep: Class 14 contains 43182 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10023 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 30075 members 
Mstep: Class 19 contains 26663 members 
Mstep: Class 20 contains 23742 members 
Mstep: Class 21 contains 42584 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 29138 members 
Mstep: Class 24 contains 25747 members 
Mstep: Class 25 contains 32204 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32298 members 
Mstep: Class 28 contains 21161 members 
Mstep: Class 29 contains 28463 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 25882 members 
Mstep: Class 33 contains 21412 members 
Mstep: Class 34 contains 24975 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 26020 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20275 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29149 members 
Mstep: Class 41 contains 25456 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20446 members 
Mstep: Class 44 contains 29248 members 
Mstep: Class 45 contains 31263 members 
Mstep: Class 46 contains 18445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454192.000000 Penalty: 156710.000000
Iteration 305Q: 47 clusters Score -1.774542e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 1809 members 
Mstep: Class 3 contains 29325 members 
Mstep: Class 4 contains 25870 members 
Mstep: Class 5 contains 28734 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 22364 members 
Mstep: Class 8 contains 25234 members 
Mstep: Class 9 contains 34005 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30073 members 
Mstep: Class 13 contains 20020 members 
Mstep: Class 14 contains 43292 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10018 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 30104 members 
Mstep: Class 19 contains 26671 members 
Mstep: Class 20 contains 23752 members 
Mstep: Class 21 contains 42701 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28980 members 
Mstep: Class 24 contains 25703 members 
Mstep: Class 25 contains 32184 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32316 members 
Mstep: Class 28 contains 21134 members 
Mstep: Class 29 contains 28465 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1859 members 
Mstep: Class 32 contains 25878 members 
Mstep: Class 33 contains 21447 members 
Mstep: Class 34 contains 24968 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 26043 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20241 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29102 members 
Mstep: Class 41 contains 25472 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20452 members 
Mstep: Class 44 contains 29236 members 
Mstep: Class 45 contains 31295 members 
Mstep: Class 46 contains 18499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454048.000000 Penalty: 156710.000000
Iteration 306Q: 47 clusters Score -1.77454e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 1800 members 
Mstep: Class 3 contains 29303 members 
Mstep: Class 4 contains 25874 members 
Mstep: Class 5 contains 28738 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 22358 members 
Mstep: Class 8 contains 25230 members 
Mstep: Class 9 contains 33981 members 
Mstep: Class 10 contains 38627 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30067 members 
Mstep: Class 13 contains 19973 members 
Mstep: Class 14 contains 43398 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10009 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 30133 members 
Mstep: Class 19 contains 26650 members 
Mstep: Class 20 contains 23774 members 
Mstep: Class 21 contains 42823 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28827 members 
Mstep: Class 24 contains 25668 members 
Mstep: Class 25 contains 32189 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32335 members 
Mstep: Class 28 contains 21115 members 
Mstep: Class 29 contains 28434 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1857 members 
Mstep: Class 32 contains 25878 members 
Mstep: Class 33 contains 21482 members 
Mstep: Class 34 contains 24959 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 26063 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20222 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29052 members 
Mstep: Class 41 contains 25479 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20458 members 
Mstep: Class 44 contains 29237 members 
Mstep: Class 45 contains 31332 members 
Mstep: Class 46 contains 18562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454752.000000 Penalty: 156710.000000
Iteration 307Q: 47 clusters Score -1.774548e+08 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1799 members 
Mstep: Class 3 contains 29282 members 
Mstep: Class 4 contains 25862 members 
Mstep: Class 5 contains 28738 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 22343 members 
Mstep: Class 8 contains 25228 members 
Mstep: Class 9 contains 33972 members 
Mstep: Class 10 contains 38523 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30075 members 
Mstep: Class 13 contains 19947 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10004 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 30134 members 
Mstep: Class 19 contains 26635 members 
Mstep: Class 20 contains 23788 members 
Mstep: Class 21 contains 42923 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28686 members 
Mstep: Class 24 contains 25611 members 
Mstep: Class 25 contains 32175 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32334 members 
Mstep: Class 28 contains 21111 members 
Mstep: Class 29 contains 28407 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25898 members 
Mstep: Class 33 contains 21507 members 
Mstep: Class 34 contains 24961 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 26087 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20189 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29077 members 
Mstep: Class 41 contains 25477 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20470 members 
Mstep: Class 44 contains 29246 members 
Mstep: Class 45 contains 31363 members 
Mstep: Class 46 contains 18610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454928.000000 Penalty: 156710.000000
Iteration 308Q: 47 clusters Score -1.774549e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 29275 members 
Mstep: Class 4 contains 25851 members 
Mstep: Class 5 contains 28735 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 22312 members 
Mstep: Class 8 contains 25226 members 
Mstep: Class 9 contains 33962 members 
Mstep: Class 10 contains 38386 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 43579 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9996 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 30159 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 23817 members 
Mstep: Class 21 contains 43022 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28538 members 
Mstep: Class 24 contains 25580 members 
Mstep: Class 25 contains 32176 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32337 members 
Mstep: Class 28 contains 21088 members 
Mstep: Class 29 contains 28412 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25895 members 
Mstep: Class 33 contains 21533 members 
Mstep: Class 34 contains 24962 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 26088 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20160 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29064 members 
Mstep: Class 41 contains 25466 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20494 members 
Mstep: Class 44 contains 29271 members 
Mstep: Class 45 contains 31368 members 
Mstep: Class 46 contains 18665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455280.000000 Penalty: 156710.000000
Iteration 309Q: 47 clusters Score -1.774553e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 29278 members 
Mstep: Class 4 contains 25843 members 
Mstep: Class 5 contains 28740 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 22291 members 
Mstep: Class 8 contains 25221 members 
Mstep: Class 9 contains 33965 members 
Mstep: Class 10 contains 38249 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30081 members 
Mstep: Class 13 contains 19907 members 
Mstep: Class 14 contains 43634 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 30179 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 23833 members 
Mstep: Class 21 contains 43110 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28415 members 
Mstep: Class 24 contains 25578 members 
Mstep: Class 25 contains 32160 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32323 members 
Mstep: Class 28 contains 21076 members 
Mstep: Class 29 contains 28416 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25908 members 
Mstep: Class 33 contains 21553 members 
Mstep: Class 34 contains 24957 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 26084 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20131 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29054 members 
Mstep: Class 41 contains 25464 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20556 members 
Mstep: Class 44 contains 29295 members 
Mstep: Class 45 contains 31366 members 
Mstep: Class 46 contains 18690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454768.000000 Penalty: 156710.000000
Iteration 310Q: 47 clusters Score -1.774548e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 29282 members 
Mstep: Class 4 contains 25843 members 
Mstep: Class 5 contains 28747 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22269 members 
Mstep: Class 8 contains 25203 members 
Mstep: Class 9 contains 33959 members 
Mstep: Class 10 contains 38160 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 19898 members 
Mstep: Class 14 contains 43669 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9987 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30208 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 23853 members 
Mstep: Class 21 contains 43203 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28287 members 
Mstep: Class 24 contains 25559 members 
Mstep: Class 25 contains 32179 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32349 members 
Mstep: Class 28 contains 21080 members 
Mstep: Class 29 contains 28404 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25902 members 
Mstep: Class 33 contains 21568 members 
Mstep: Class 34 contains 24947 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 26073 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20087 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29051 members 
Mstep: Class 41 contains 25468 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20608 members 
Mstep: Class 44 contains 29308 members 
Mstep: Class 45 contains 31347 members 
Mstep: Class 46 contains 18709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454608.000000 Penalty: 156710.000000
Iteration 311Q: 47 clusters Score -1.774546e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 29320 members 
Mstep: Class 4 contains 25827 members 
Mstep: Class 5 contains 28746 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22232 members 
Mstep: Class 8 contains 25185 members 
Mstep: Class 9 contains 33940 members 
Mstep: Class 10 contains 38108 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30066 members 
Mstep: Class 13 contains 19897 members 
Mstep: Class 14 contains 43682 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9985 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 30230 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 23878 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28173 members 
Mstep: Class 24 contains 25519 members 
Mstep: Class 25 contains 32175 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32346 members 
Mstep: Class 28 contains 21107 members 
Mstep: Class 29 contains 28397 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25924 members 
Mstep: Class 33 contains 21578 members 
Mstep: Class 34 contains 24941 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 26078 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20049 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29031 members 
Mstep: Class 41 contains 25451 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20680 members 
Mstep: Class 44 contains 29328 members 
Mstep: Class 45 contains 31321 members 
Mstep: Class 46 contains 18733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454896.000000 Penalty: 156710.000000
Iteration 312Q: 47 clusters Score -1.774549e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1763 members 
Mstep: Class 3 contains 29344 members 
Mstep: Class 4 contains 25838 members 
Mstep: Class 5 contains 28761 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 25171 members 
Mstep: Class 9 contains 33917 members 
Mstep: Class 10 contains 38030 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30050 members 
Mstep: Class 13 contains 19913 members 
Mstep: Class 14 contains 43707 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9986 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 30246 members 
Mstep: Class 19 contains 26611 members 
Mstep: Class 20 contains 23898 members 
Mstep: Class 21 contains 43405 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28058 members 
Mstep: Class 24 contains 25507 members 
Mstep: Class 25 contains 32151 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32357 members 
Mstep: Class 28 contains 21105 members 
Mstep: Class 29 contains 28372 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1855 members 
Mstep: Class 32 contains 25942 members 
Mstep: Class 33 contains 21586 members 
Mstep: Class 34 contains 24933 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 26057 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20015 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29007 members 
Mstep: Class 41 contains 25438 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20752 members 
Mstep: Class 44 contains 29349 members 
Mstep: Class 45 contains 31306 members 
Mstep: Class 46 contains 18735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454880.000000 Penalty: 156710.000000
Iteration 313Q: 47 clusters Score -1.774549e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 1761 members 
Mstep: Class 3 contains 29365 members 
Mstep: Class 4 contains 25802 members 
Mstep: Class 5 contains 28776 members 
Mstep: Class 6 contains 4252 members 
Mstep: Class 7 contains 22204 members 
Mstep: Class 8 contains 25172 members 
Mstep: Class 9 contains 33895 members 
Mstep: Class 10 contains 37942 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30063 members 
Mstep: Class 13 contains 19935 members 
Mstep: Class 14 contains 43707 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 26595 members 
Mstep: Class 20 contains 23905 members 
Mstep: Class 21 contains 43494 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27944 members 
Mstep: Class 24 contains 25507 members 
Mstep: Class 25 contains 32141 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32360 members 
Mstep: Class 28 contains 21111 members 
Mstep: Class 29 contains 28362 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25954 members 
Mstep: Class 33 contains 21595 members 
Mstep: Class 34 contains 24937 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 26029 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19996 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28976 members 
Mstep: Class 41 contains 25426 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20819 members 
Mstep: Class 44 contains 29378 members 
Mstep: Class 45 contains 31285 members 
Mstep: Class 46 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454976.000000 Penalty: 156710.000000
Iteration 314Q: 47 clusters Score -1.77455e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 1755 members 
Mstep: Class 3 contains 29376 members 
Mstep: Class 4 contains 25805 members 
Mstep: Class 5 contains 28761 members 
Mstep: Class 6 contains 4254 members 
Mstep: Class 7 contains 22205 members 
Mstep: Class 8 contains 25155 members 
Mstep: Class 9 contains 33881 members 
Mstep: Class 10 contains 37847 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 19919 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9971 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30301 members 
Mstep: Class 19 contains 26572 members 
Mstep: Class 20 contains 23911 members 
Mstep: Class 21 contains 43580 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27801 members 
Mstep: Class 24 contains 25469 members 
Mstep: Class 25 contains 32148 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32371 members 
Mstep: Class 28 contains 21135 members 
Mstep: Class 29 contains 28354 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25976 members 
Mstep: Class 33 contains 21610 members 
Mstep: Class 34 contains 24940 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 26003 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19974 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28964 members 
Mstep: Class 41 contains 25416 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20903 members 
Mstep: Class 44 contains 29393 members 
Mstep: Class 45 contains 31282 members 
Mstep: Class 46 contains 18746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455152.000000 Penalty: 156710.000000
Iteration 315Q: 47 clusters Score -1.774552e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 1754 members 
Mstep: Class 3 contains 29376 members 
Mstep: Class 4 contains 25791 members 
Mstep: Class 5 contains 28749 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 22218 members 
Mstep: Class 8 contains 25133 members 
Mstep: Class 9 contains 33862 members 
Mstep: Class 10 contains 37767 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30075 members 
Mstep: Class 13 contains 19905 members 
Mstep: Class 14 contains 43737 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9962 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 26562 members 
Mstep: Class 20 contains 23918 members 
Mstep: Class 21 contains 43683 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27633 members 
Mstep: Class 24 contains 25457 members 
Mstep: Class 25 contains 32159 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32377 members 
Mstep: Class 28 contains 21157 members 
Mstep: Class 29 contains 28327 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25960 members 
Mstep: Class 33 contains 21623 members 
Mstep: Class 34 contains 24947 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25951 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19969 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28973 members 
Mstep: Class 41 contains 25408 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 20976 members 
Mstep: Class 44 contains 29410 members 
Mstep: Class 45 contains 31281 members 
Mstep: Class 46 contains 18758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455184.000000 Penalty: 156710.000000
Iteration 316Q: 47 clusters Score -1.774552e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 1751 members 
Mstep: Class 3 contains 29364 members 
Mstep: Class 4 contains 25770 members 
Mstep: Class 5 contains 28759 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 22219 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 33856 members 
Mstep: Class 10 contains 37668 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30071 members 
Mstep: Class 13 contains 19893 members 
Mstep: Class 14 contains 43780 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9956 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30387 members 
Mstep: Class 19 contains 26552 members 
Mstep: Class 20 contains 23921 members 
Mstep: Class 21 contains 43763 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27465 members 
Mstep: Class 24 contains 25424 members 
Mstep: Class 25 contains 32149 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32393 members 
Mstep: Class 28 contains 21162 members 
Mstep: Class 29 contains 28319 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25956 members 
Mstep: Class 33 contains 21620 members 
Mstep: Class 34 contains 24962 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25922 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19970 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28969 members 
Mstep: Class 41 contains 25409 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21046 members 
Mstep: Class 44 contains 29420 members 
Mstep: Class 45 contains 31289 members 
Mstep: Class 46 contains 18768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455664.000000 Penalty: 156710.000000
Iteration 317Q: 47 clusters Score -1.774557e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 1748 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 25741 members 
Mstep: Class 5 contains 28767 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 22222 members 
Mstep: Class 8 contains 25108 members 
Mstep: Class 9 contains 33859 members 
Mstep: Class 10 contains 37578 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30068 members 
Mstep: Class 13 contains 19862 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30422 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 23926 members 
Mstep: Class 21 contains 43822 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27305 members 
Mstep: Class 24 contains 25383 members 
Mstep: Class 25 contains 32145 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32409 members 
Mstep: Class 28 contains 21195 members 
Mstep: Class 29 contains 28330 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25929 members 
Mstep: Class 33 contains 21618 members 
Mstep: Class 34 contains 24968 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 25896 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19958 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28967 members 
Mstep: Class 41 contains 25413 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21106 members 
Mstep: Class 44 contains 29427 members 
Mstep: Class 45 contains 31306 members 
Mstep: Class 46 contains 18800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455200.000000 Penalty: 156710.000000
Iteration 318Q: 47 clusters Score -1.774552e+08 nChanged 2038
Entering ConstructFrom: 
Score: -177455200.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (37334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Entering Unmasked Estep 
Score: -7192025.500000 Penalty: 2610.859619
	Iteration 0F: 2 clusters Score -7192026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -7168357.000000 Penalty: 5221.719238
	Iteration 0F: 3 clusters Score -7168357 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -7177694.000000 Penalty: 5221.719238
	Iteration 1F: 3 clusters Score -7177694 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -7178308.000000 Penalty: 5221.719238
	Iteration 2Q: 3 clusters Score -7178308 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -7178801.500000 Penalty: 5221.719238
	Iteration 3Q: 3 clusters Score -7178802 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7179341.000000 Penalty: 5221.719238
	Iteration 4Q: 3 clusters Score -7179341 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7179935.500000 Penalty: 5221.719238
	Iteration 5Q: 3 clusters Score -7179936 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -7180595.000000 Penalty: 5221.719238
	Iteration 6Q: 3 clusters Score -7180595 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7181334.000000 Penalty: 5221.719238
	Iteration 7Q: 3 clusters Score -7181334 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -7182261.500000 Penalty: 5221.719238
	Iteration 8Q: 3 clusters Score -7182262 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -7183268.000000 Penalty: 5221.719238
	Iteration 9Q: 3 clusters Score -7183268 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7184344.000000 Penalty: 5221.719238
	Iteration 10Q: 3 clusters Score -7184344 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -7185201.500000 Penalty: 5221.719238
	Iteration 11Q: 3 clusters Score -7185202 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -7185800.500000 Penalty: 5221.719238
	Iteration 12Q: 3 clusters Score -7185800 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -7186112.000000 Penalty: 5221.719238
	Iteration 13Q: 3 clusters Score -7186112 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -7186278.000000 Penalty: 5221.719238
	Iteration 14Q: 3 clusters Score -7186278 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7186385.500000 Penalty: 5221.719238
	Iteration 15Q: 3 clusters Score -7186386 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -7186478.500000 Penalty: 5221.719238
	Iteration 16Q: 3 clusters Score -7186478 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -7186589.500000 Penalty: 5221.719238
	Iteration 17Q: 3 clusters Score -7186590 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7186632.500000 Penalty: 5221.719238
	Iteration 18Q: 3 clusters Score -7186632 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -7186696.500000 Penalty: 5221.719238
	Iteration 19Q: 3 clusters Score -7186696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -7186778.000000 Penalty: 5221.719238
	Iteration 20F: 3 clusters Score -7186778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -7186857.500000 Penalty: 5221.719238
	Iteration 21Q: 3 clusters Score -7186858 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -7186946.500000 Penalty: 5221.719238
	Iteration 22Q: 3 clusters Score -7186946 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -7186987.500000 Penalty: 5221.719238
	Iteration 23Q: 3 clusters Score -7186988 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -7187089.500000 Penalty: 5221.719238
	Iteration 24Q: 3 clusters Score -7187090 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -7187181.500000 Penalty: 5221.719238
	Iteration 25Q: 3 clusters Score -7187182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -7187316.000000 Penalty: 5221.719238
	Iteration 26Q: 3 clusters Score -7187316 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -7187422.000000 Penalty: 5221.719238
	Iteration 27Q: 3 clusters Score -7187422 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -7187486.000000 Penalty: 5221.719238
	Iteration 28Q: 3 clusters Score -7187486 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -7187580.000000 Penalty: 5221.719238
	Iteration 29Q: 3 clusters Score -7187580 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -7187687.500000 Penalty: 5221.719238
	Iteration 30Q: 3 clusters Score -7187688 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -7187774.500000 Penalty: 5221.719238
	Iteration 31Q: 3 clusters Score -7187774 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -7187805.500000 Penalty: 5221.719238
	Iteration 32Q: 3 clusters Score -7187806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -7187877.000000 Penalty: 5221.719238
	Iteration 33Q: 3 clusters Score -7187877 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -7187947.500000 Penalty: 5221.719238
	Iteration 34Q: 3 clusters Score -7187948 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -7188010.000000 Penalty: 5221.719238
	Iteration 35Q: 3 clusters Score -7188010 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -7188065.000000 Penalty: 5221.719238
	Iteration 36Q: 3 clusters Score -7188065 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -7188124.000000 Penalty: 5221.719238
	Iteration 37Q: 3 clusters Score -7188124 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -7188138.000000 Penalty: 5221.719238
	Iteration 38Q: 3 clusters Score -7188138 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7188175.500000 Penalty: 5221.719238
	Iteration 39Q: 3 clusters Score -7188176 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7188159.500000 Penalty: 5221.719238
	Iteration 40F: 3 clusters Score -7188160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -7188166.500000 Penalty: 5221.719238
	Iteration 41Q: 3 clusters Score -7188166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -7188198.000000 Penalty: 5221.719238
	Iteration 42Q: 3 clusters Score -7188198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -7188209.000000 Penalty: 5221.719238
	Iteration 43Q: 3 clusters Score -7188209 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -7188213.000000 Penalty: 5221.719238
	Iteration 44Q: 3 clusters Score -7188213 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7188214.500000 Penalty: 5221.719238
	Iteration 45Q: 3 clusters Score -7188214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -7188225.500000 Penalty: 5221.719238
	Iteration 46Q: 3 clusters Score -7188226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -7188210.500000 Penalty: 5221.719238
	Iteration 47Q: 3 clusters Score -7188210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -7188203.500000 Penalty: 5221.719238
	Iteration 48Q: 3 clusters Score -7188204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -7188209.500000 Penalty: 5221.719238
	Iteration 49Q: 3 clusters Score -7188210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -7188217.000000 Penalty: 5221.719238
	Iteration 50Q: 3 clusters Score -7188217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7188205.500000 Penalty: 5221.719238
	Iteration 51Q: 3 clusters Score -7188206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -7188209.500000 Penalty: 5221.719238
	Iteration 52Q: 3 clusters Score -7188210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -7188204.000000 Penalty: 5221.719238
	Iteration 53Q: 3 clusters Score -7188204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -7188204.500000 Penalty: 5221.719238
	Iteration 54Q: 3 clusters Score -7188204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -7188217.000000 Penalty: 5221.719238
	Iteration 55Q: 3 clusters Score -7188217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -7188231.000000 Penalty: 5221.719238
	Iteration 56Q: 3 clusters Score -7188231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7188217.000000 Penalty: 5221.719238
	Iteration 57Q: 3 clusters Score -7188217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -7188213.000000 Penalty: 5221.719238
	Iteration 58Q: 3 clusters Score -7188213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7188199.000000 Penalty: 5221.719238
	Iteration 59Q: 3 clusters Score -7188199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -7188199.500000 Penalty: 5221.719238
	Iteration 60F: 3 clusters Score -7188200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -7188196.500000 Penalty: 5221.719238
	Iteration 61Q: 3 clusters Score -7188196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -7188203.000000 Penalty: 5221.719238
	Iteration 62Q: 3 clusters Score -7188203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -7188209.500000 Penalty: 5221.719238
	Iteration 63Q: 3 clusters Score -7188210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -7188215.500000 Penalty: 5221.719238
	Iteration 64Q: 3 clusters Score -7188216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -7188200.500000 Penalty: 5221.719238
	Iteration 65Q: 3 clusters Score -7188200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7188211.000000 Penalty: 5221.719238
	Iteration 66Q: 3 clusters Score -7188211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7188218.500000 Penalty: 5221.719238
	Iteration 67Q: 3 clusters Score -7188218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -7188222.000000 Penalty: 5221.719238
	Iteration 68Q: 3 clusters Score -7188222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -7188225.500000 Penalty: 5221.719238
	Iteration 69Q: 3 clusters Score -7188226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -7188216.000000 Penalty: 5221.719238
	Iteration 70Q: 3 clusters Score -7188216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7188208.000000 Penalty: 5221.719238
	Iteration 71Q: 3 clusters Score -7188208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -7188194.000000 Penalty: 5221.719238
	Iteration 72Q: 3 clusters Score -7188194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -7188191.000000 Penalty: 5221.719238
	Iteration 73Q: 3 clusters Score -7188191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -7188188.000000 Penalty: 5221.719238
	Iteration 74Q: 3 clusters Score -7188188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -7188189.500000 Penalty: 5221.719238
	Iteration 75Q: 3 clusters Score -7188190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -7188189.500000 Penalty: 5221.719238
	Iteration 76Q: 3 clusters Score -7188190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -7188191.000000 Penalty: 5221.719238
	Iteration 77Q: 3 clusters Score -7188191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -7188191.000000 Penalty: 5221.719238
	Iteration 78Q: 3 clusters Score -7188191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -7188186.000000 Penalty: 5221.719238
	Iteration 79Q: 3 clusters Score -7188186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -7188185.000000 Penalty: 5221.719238
	Iteration 80F: 3 clusters Score -7188185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -7188186.500000 Penalty: 5221.719238
	Iteration 81Q: 3 clusters Score -7188186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -7188193.000000 Penalty: 5221.719238
	Iteration 82Q: 3 clusters Score -7188193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7188190.000000 Penalty: 5221.719238
	Iteration 83Q: 3 clusters Score -7188190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -7188189.000000 Penalty: 5221.719238
	Iteration 84Q: 3 clusters Score -7188189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -7188189.000000 Penalty: 5221.719238
	Iteration 85Q: 3 clusters Score -7188189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7188194.000000 Penalty: 5221.719238
	Iteration 86Q: 3 clusters Score -7188194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -7188194.000000 Penalty: 5221.719238
	Iteration 87Q: 3 clusters Score -7188194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -7188194.000000 Penalty: 5221.719238
	Iteration 88F: 3 clusters Score -7188194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Entering Unmasked Estep 
Score: -310048.281250 Penalty: 1850.629272
	Iteration 0F: 2 clusters Score -310048.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -307603.031250 Penalty: 3701.258545
	Iteration 0F: 3 clusters Score -307603 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -308025.343750 Penalty: 3701.258545
	Iteration 1F: 3 clusters Score -308025.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308134.125000 Penalty: 3701.258545
	Iteration 2F: 3 clusters Score -308134.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -308217.750000 Penalty: 3701.258545
	Iteration 3Q: 3 clusters Score -308217.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -308266.968750 Penalty: 3701.258545
	Iteration 4Q: 3 clusters Score -308267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -308297.000000 Penalty: 3701.258545
	Iteration 5Q: 3 clusters Score -308297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308326.500000 Penalty: 3701.258545
	Iteration 6Q: 3 clusters Score -308326.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -308348.812500 Penalty: 3701.258545
	Iteration 7Q: 3 clusters Score -308348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -308365.468750 Penalty: 3701.258545
	Iteration 8Q: 3 clusters Score -308365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -308379.593750 Penalty: 3701.258545
	Iteration 9Q: 3 clusters Score -308379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -308387.843750 Penalty: 3701.258545
	Iteration 10Q: 3 clusters Score -308387.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -308400.031250 Penalty: 3701.258545
	Iteration 11Q: 3 clusters Score -308400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -308408.812500 Penalty: 3701.258545
	Iteration 12Q: 3 clusters Score -308408.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -308419.343750 Penalty: 3701.258545
	Iteration 13Q: 3 clusters Score -308419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308421.843750 Penalty: 3701.258545
	Iteration 14Q: 3 clusters Score -308421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308424.281250 Penalty: 3701.258545
	Iteration 15Q: 3 clusters Score -308424.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308427.093750 Penalty: 3701.258545
	Iteration 16Q: 3 clusters Score -308427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308429.218750 Penalty: 3701.258545
	Iteration 17Q: 3 clusters Score -308429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -308431.312500 Penalty: 3701.258545
	Iteration 18Q: 3 clusters Score -308431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308435.875000 Penalty: 3701.258545
	Iteration 19Q: 3 clusters Score -308435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308437.562500 Penalty: 3701.258545
	Iteration 20F: 3 clusters Score -308437.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -308438.000000 Penalty: 3701.258545
	Iteration 21Q: 3 clusters Score -308438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -308438.093750 Penalty: 3701.258545
	Iteration 22Q: 3 clusters Score -308438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -308438.093750 Penalty: 3701.258545
	Iteration 23F: 3 clusters Score -308438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Entering Unmasked Estep 
Score: -5677817.500000 Penalty: 2551.103271
	Iteration 0F: 2 clusters Score -5677818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5658726.000000 Penalty: 5102.206543
	Iteration 0F: 3 clusters Score -5658726 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5665851.000000 Penalty: 5102.206543
	Iteration 1F: 3 clusters Score -5665851 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -5666377.500000 Penalty: 5102.206543
	Iteration 2F: 3 clusters Score -5666378 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -5666871.000000 Penalty: 5102.206543
	Iteration 3Q: 3 clusters Score -5666871 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5667434.000000 Penalty: 5102.206543
	Iteration 4Q: 3 clusters Score -5667434 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5668128.000000 Penalty: 5102.206543
	Iteration 5Q: 3 clusters Score -5668128 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -5669130.000000 Penalty: 5102.206543
	Iteration 6F: 3 clusters Score -5669130 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -5670529.500000 Penalty: 5102.206543
	Iteration 7F: 3 clusters Score -5670530 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5672280.500000 Penalty: 5102.206543
	Iteration 8F: 3 clusters Score -5672280 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5673782.500000 Penalty: 5102.206543
	Iteration 9F: 3 clusters Score -5673782 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5674751.000000 Penalty: 5102.206543
	Iteration 10Q: 3 clusters Score -5674751 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -5675210.500000 Penalty: 5102.206543
	Iteration 11Q: 3 clusters Score -5675210 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5675416.500000 Penalty: 5102.206543
	Iteration 12Q: 3 clusters Score -5675416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -5675509.500000 Penalty: 5102.206543
	Iteration 13Q: 3 clusters Score -5675510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5675562.000000 Penalty: 5102.206543
	Iteration 14Q: 3 clusters Score -5675562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -5675586.000000 Penalty: 5102.206543
	Iteration 15Q: 3 clusters Score -5675586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5675611.500000 Penalty: 5102.206543
	Iteration 16Q: 3 clusters Score -5675612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5675621.000000 Penalty: 5102.206543
	Iteration 17Q: 3 clusters Score -5675621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -5675630.000000 Penalty: 5102.206543
	Iteration 18Q: 3 clusters Score -5675630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5675640.000000 Penalty: 5102.206543
	Iteration 19Q: 3 clusters Score -5675640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5675647.500000 Penalty: 5102.206543
	Iteration 20F: 3 clusters Score -5675648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5675644.500000 Penalty: 5102.206543
	Iteration 21Q: 3 clusters Score -5675644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5675648.500000 Penalty: 5102.206543
	Iteration 22Q: 3 clusters Score -5675648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5675648.000000 Penalty: 5102.206543
	Iteration 23Q: 3 clusters Score -5675648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5675648.000000 Penalty: 5102.206543
	Iteration 24F: 3 clusters Score -5675648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Entering Unmasked Estep 
Score: -5296366.500000 Penalty: 2518.311035
	Iteration 0F: 2 clusters Score -5296366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -5281134.500000 Penalty: 5036.622070
	Iteration 0F: 3 clusters Score -5281134 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -5287347.000000 Penalty: 5036.622070
	Iteration 1F: 3 clusters Score -5287347 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -5287902.000000 Penalty: 5036.622070
	Iteration 2F: 3 clusters Score -5287902 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5288433.000000 Penalty: 5036.622070
	Iteration 3F: 3 clusters Score -5288433 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5289128.500000 Penalty: 5036.622070
	Iteration 4F: 3 clusters Score -5289128 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5290003.000000 Penalty: 5036.622070
	Iteration 5F: 3 clusters Score -5290003 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -5290963.500000 Penalty: 5036.622070
	Iteration 6F: 3 clusters Score -5290964 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5291873.500000 Penalty: 5036.622070
	Iteration 7F: 3 clusters Score -5291874 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -5292506.500000 Penalty: 5036.622070
	Iteration 8F: 3 clusters Score -5292506 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5293045.500000 Penalty: 5036.622070
	Iteration 9Q: 3 clusters Score -5293046 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -5293497.000000 Penalty: 5036.622070
	Iteration 10Q: 3 clusters Score -5293497 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5293809.500000 Penalty: 5036.622070
	Iteration 11Q: 3 clusters Score -5293810 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -5294041.000000 Penalty: 5036.622070
	Iteration 12Q: 3 clusters Score -5294041 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5294197.000000 Penalty: 5036.622070
	Iteration 13Q: 3 clusters Score -5294197 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5294293.500000 Penalty: 5036.622070
	Iteration 14Q: 3 clusters Score -5294294 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -5294312.500000 Penalty: 5036.622070
	Iteration 15Q: 3 clusters Score -5294312 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5294315.000000 Penalty: 5036.622070
	Iteration 16Q: 3 clusters Score -5294315 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5294304.500000 Penalty: 5036.622070
	Iteration 17Q: 3 clusters Score -5294304 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5294340.500000 Penalty: 5036.622070
	Iteration 18Q: 3 clusters Score -5294340 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -5294326.000000 Penalty: 5036.622070
	Iteration 19Q: 3 clusters Score -5294326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5294326.000000 Penalty: 5036.622070
	Iteration 20F: 3 clusters Score -5294326 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5294316.000000 Penalty: 5036.622070
	Iteration 21Q: 3 clusters Score -5294316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5294330.000000 Penalty: 5036.622070
	Iteration 22Q: 3 clusters Score -5294330 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -5294311.500000 Penalty: 5036.622070
	Iteration 23Q: 3 clusters Score -5294312 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5294332.000000 Penalty: 5036.622070
	Iteration 24Q: 3 clusters Score -5294332 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -5294330.000000 Penalty: 5036.622070
	Iteration 25Q: 3 clusters Score -5294330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -5294349.000000 Penalty: 5036.622070
	Iteration 26Q: 3 clusters Score -5294349 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -5294378.500000 Penalty: 5036.622070
	Iteration 27Q: 3 clusters Score -5294378 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5294416.000000 Penalty: 5036.622070
	Iteration 28Q: 3 clusters Score -5294416 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -5294431.500000 Penalty: 5036.622070
	Iteration 29Q: 3 clusters Score -5294432 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5294464.000000 Penalty: 5036.622070
	Iteration 30Q: 3 clusters Score -5294464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5294555.500000 Penalty: 5036.622070
	Iteration 31Q: 3 clusters Score -5294556 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5294600.500000 Penalty: 5036.622070
	Iteration 32Q: 3 clusters Score -5294600 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5294621.000000 Penalty: 5036.622070
	Iteration 33Q: 3 clusters Score -5294621 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5294686.500000 Penalty: 5036.622070
	Iteration 34Q: 3 clusters Score -5294686 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5294708.000000 Penalty: 5036.622070
	Iteration 35Q: 3 clusters Score -5294708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5294762.000000 Penalty: 5036.622070
	Iteration 36Q: 3 clusters Score -5294762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5294808.000000 Penalty: 5036.622070
	Iteration 37Q: 3 clusters Score -5294808 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -5294831.000000 Penalty: 5036.622070
	Iteration 38Q: 3 clusters Score -5294831 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5294930.000000 Penalty: 5036.622070
	Iteration 39Q: 3 clusters Score -5294930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -5295038.500000 Penalty: 5036.622070
	Iteration 40F: 3 clusters Score -5295038 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5295109.000000 Penalty: 5036.622070
	Iteration 41Q: 3 clusters Score -5295109 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5295209.000000 Penalty: 5036.622070
	Iteration 42Q: 3 clusters Score -5295209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5295222.500000 Penalty: 5036.622070
	Iteration 43Q: 3 clusters Score -5295222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -5295276.500000 Penalty: 5036.622070
	Iteration 44Q: 3 clusters Score -5295276 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -5295326.000000 Penalty: 5036.622070
	Iteration 45Q: 3 clusters Score -5295326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5295342.500000 Penalty: 5036.622070
	Iteration 46Q: 3 clusters Score -5295342 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -5295430.000000 Penalty: 5036.622070
	Iteration 47Q: 3 clusters Score -5295430 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -5295483.500000 Penalty: 5036.622070
	Iteration 48Q: 3 clusters Score -5295484 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -5295522.500000 Penalty: 5036.622070
	Iteration 49Q: 3 clusters Score -5295522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -5295591.500000 Penalty: 5036.622070
	Iteration 50Q: 3 clusters Score -5295592 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -5295630.000000 Penalty: 5036.622070
	Iteration 51Q: 3 clusters Score -5295630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5295638.500000 Penalty: 5036.622070
	Iteration 52Q: 3 clusters Score -5295638 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5295648.000000 Penalty: 5036.622070
	Iteration 53Q: 3 clusters Score -5295648 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -5295670.000000 Penalty: 5036.622070
	Iteration 54Q: 3 clusters Score -5295670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5295664.000000 Penalty: 5036.622070
	Iteration 55Q: 3 clusters Score -5295664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5295664.500000 Penalty: 5036.622070
	Iteration 56Q: 3 clusters Score -5295664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -5295682.500000 Penalty: 5036.622070
	Iteration 57Q: 3 clusters Score -5295682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5295690.500000 Penalty: 5036.622070
	Iteration 58Q: 3 clusters Score -5295690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5295699.000000 Penalty: 5036.622070
	Iteration 59Q: 3 clusters Score -5295699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5295701.500000 Penalty: 5036.622070
	Iteration 60F: 3 clusters Score -5295702 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -5295704.000000 Penalty: 5036.622070
	Iteration 61Q: 3 clusters Score -5295704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5295705.500000 Penalty: 5036.622070
	Iteration 62Q: 3 clusters Score -5295706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5295698.000000 Penalty: 5036.622070
	Iteration 63Q: 3 clusters Score -5295698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5295694.500000 Penalty: 5036.622070
	Iteration 64Q: 3 clusters Score -5295694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5295700.500000 Penalty: 5036.622070
	Iteration 65Q: 3 clusters Score -5295700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5295700.500000 Penalty: 5036.622070
	Iteration 66Q: 3 clusters Score -5295700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -5295697.500000 Penalty: 5036.622070
	Iteration 67Q: 3 clusters Score -5295698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -5295701.000000 Penalty: 5036.622070
	Iteration 68Q: 3 clusters Score -5295701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5295692.500000 Penalty: 5036.622070
	Iteration 69Q: 3 clusters Score -5295692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -5295692.500000 Penalty: 5036.622070
	Iteration 70Q: 3 clusters Score -5295692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5295701.000000 Penalty: 5036.622070
	Iteration 71Q: 3 clusters Score -5295701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -5295697.000000 Penalty: 5036.622070
	Iteration 72Q: 3 clusters Score -5295697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5295705.000000 Penalty: 5036.622070
	Iteration 73Q: 3 clusters Score -5295705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -5295715.500000 Penalty: 5036.622070
	Iteration 74Q: 3 clusters Score -5295716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -5295715.500000 Penalty: 5036.622070
	Iteration 75Q: 3 clusters Score -5295716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5295703.500000 Penalty: 5036.622070
	Iteration 76Q: 3 clusters Score -5295704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5295711.500000 Penalty: 5036.622070
	Iteration 77Q: 3 clusters Score -5295712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -5295711.500000 Penalty: 5036.622070
	Iteration 78Q: 3 clusters Score -5295712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5295711.500000 Penalty: 5036.622070
	Iteration 79Q: 3 clusters Score -5295712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5295711.500000 Penalty: 5036.622070
	Iteration 80F: 3 clusters Score -5295712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5295723.500000 Penalty: 5036.622070
	Iteration 81Q: 3 clusters Score -5295724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5295718.500000 Penalty: 5036.622070
	Iteration 82Q: 3 clusters Score -5295718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -5295717.500000 Penalty: 5036.622070
	Iteration 83Q: 3 clusters Score -5295718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5295719.500000 Penalty: 5036.622070
	Iteration 84Q: 3 clusters Score -5295720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5295718.000000 Penalty: 5036.622070
	Iteration 85Q: 3 clusters Score -5295718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5295718.000000 Penalty: 5036.622070
	Iteration 86F: 3 clusters Score -5295718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28786 members 
Entering Unmasked Estep 
Score: -5610419.000000 Penalty: 2546.375977
	Iteration 0F: 2 clusters Score -5610419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5592057.500000 Penalty: 5092.751953
	Iteration 0F: 3 clusters Score -5592058 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5599144.500000 Penalty: 5092.751953
	Iteration 1F: 3 clusters Score -5599144 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5599599.000000 Penalty: 5092.751953
	Iteration 2F: 3 clusters Score -5599599 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5599987.000000 Penalty: 5092.751953
	Iteration 3Q: 3 clusters Score -5599987 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5600341.000000 Penalty: 5092.751953
	Iteration 4Q: 3 clusters Score -5600341 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5600660.500000 Penalty: 5092.751953
	Iteration 5Q: 3 clusters Score -5600660 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5600963.500000 Penalty: 5092.751953
	Iteration 6Q: 3 clusters Score -5600964 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5601364.500000 Penalty: 5092.751953
	Iteration 7Q: 3 clusters Score -5601364 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5601816.000000 Penalty: 5092.751953
	Iteration 8Q: 3 clusters Score -5601816 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -5602436.000000 Penalty: 5092.751953
	Iteration 9Q: 3 clusters Score -5602436 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5603240.000000 Penalty: 5092.751953
	Iteration 10Q: 3 clusters Score -5603240 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -5604209.000000 Penalty: 5092.751953
	Iteration 11F: 3 clusters Score -5604209 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5605085.500000 Penalty: 5092.751953
	Iteration 12F: 3 clusters Score -5605086 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5605619.000000 Penalty: 5092.751953
	Iteration 13Q: 3 clusters Score -5605619 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -5605898.500000 Penalty: 5092.751953
	Iteration 14Q: 3 clusters Score -5605898 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5606136.000000 Penalty: 5092.751953
	Iteration 15Q: 3 clusters Score -5606136 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5606383.500000 Penalty: 5092.751953
	Iteration 16Q: 3 clusters Score -5606384 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5606638.500000 Penalty: 5092.751953
	Iteration 17Q: 3 clusters Score -5606638 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -5606853.500000 Penalty: 5092.751953
	Iteration 18Q: 3 clusters Score -5606854 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5607099.500000 Penalty: 5092.751953
	Iteration 19Q: 3 clusters Score -5607100 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5607344.500000 Penalty: 5092.751953
	Iteration 20F: 3 clusters Score -5607344 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -5607550.500000 Penalty: 5092.751953
	Iteration 21Q: 3 clusters Score -5607550 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -5607729.000000 Penalty: 5092.751953
	Iteration 22Q: 3 clusters Score -5607729 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -5607856.000000 Penalty: 5092.751953
	Iteration 23Q: 3 clusters Score -5607856 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5607980.500000 Penalty: 5092.751953
	Iteration 24Q: 3 clusters Score -5607980 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5608138.000000 Penalty: 5092.751953
	Iteration 25Q: 3 clusters Score -5608138 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5608237.000000 Penalty: 5092.751953
	Iteration 26Q: 3 clusters Score -5608237 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5608323.000000 Penalty: 5092.751953
	Iteration 27Q: 3 clusters Score -5608323 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5608376.000000 Penalty: 5092.751953
	Iteration 28Q: 3 clusters Score -5608376 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -5608417.000000 Penalty: 5092.751953
	Iteration 29Q: 3 clusters Score -5608417 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5608472.500000 Penalty: 5092.751953
	Iteration 30Q: 3 clusters Score -5608472 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5608513.500000 Penalty: 5092.751953
	Iteration 31Q: 3 clusters Score -5608514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5608577.500000 Penalty: 5092.751953
	Iteration 32Q: 3 clusters Score -5608578 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5608619.500000 Penalty: 5092.751953
	Iteration 33Q: 3 clusters Score -5608620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5608665.500000 Penalty: 5092.751953
	Iteration 34Q: 3 clusters Score -5608666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5608696.500000 Penalty: 5092.751953
	Iteration 35Q: 3 clusters Score -5608696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -5608708.000000 Penalty: 5092.751953
	Iteration 36Q: 3 clusters Score -5608708 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5608742.500000 Penalty: 5092.751953
	Iteration 37Q: 3 clusters Score -5608742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5608745.000000 Penalty: 5092.751953
	Iteration 38Q: 3 clusters Score -5608745 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5608770.000000 Penalty: 5092.751953
	Iteration 39Q: 3 clusters Score -5608770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5608794.000000 Penalty: 5092.751953
	Iteration 40F: 3 clusters Score -5608794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5608809.500000 Penalty: 5092.751953
	Iteration 41Q: 3 clusters Score -5608810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5608809.500000 Penalty: 5092.751953
	Iteration 42Q: 3 clusters Score -5608810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5608798.000000 Penalty: 5092.751953
	Iteration 43Q: 3 clusters Score -5608798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5608808.500000 Penalty: 5092.751953
	Iteration 44Q: 3 clusters Score -5608808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5608830.000000 Penalty: 5092.751953
	Iteration 45Q: 3 clusters Score -5608830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5608843.500000 Penalty: 5092.751953
	Iteration 46Q: 3 clusters Score -5608844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5608864.000000 Penalty: 5092.751953
	Iteration 47Q: 3 clusters Score -5608864 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5608855.500000 Penalty: 5092.751953
	Iteration 48Q: 3 clusters Score -5608856 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5608859.500000 Penalty: 5092.751953
	Iteration 49Q: 3 clusters Score -5608860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5608859.000000 Penalty: 5092.751953
	Iteration 50Q: 3 clusters Score -5608859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5608873.000000 Penalty: 5092.751953
	Iteration 51Q: 3 clusters Score -5608873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5608856.500000 Penalty: 5092.751953
	Iteration 52Q: 3 clusters Score -5608856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5608866.500000 Penalty: 5092.751953
	Iteration 53Q: 3 clusters Score -5608866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -5608868.000000 Penalty: 5092.751953
	Iteration 54Q: 3 clusters Score -5608868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5608866.000000 Penalty: 5092.751953
	Iteration 55Q: 3 clusters Score -5608866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5608868.000000 Penalty: 5092.751953
	Iteration 56Q: 3 clusters Score -5608868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5608868.500000 Penalty: 5092.751953
	Iteration 57Q: 3 clusters Score -5608868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -5608872.500000 Penalty: 5092.751953
	Iteration 58Q: 3 clusters Score -5608872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -5608865.500000 Penalty: 5092.751953
	Iteration 59Q: 3 clusters Score -5608866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5608862.500000 Penalty: 5092.751953
	Iteration 60F: 3 clusters Score -5608862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5608879.000000 Penalty: 5092.751953
	Iteration 61Q: 3 clusters Score -5608879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -5608871.000000 Penalty: 5092.751953
	Iteration 62Q: 3 clusters Score -5608871 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5608872.000000 Penalty: 5092.751953
	Iteration 63Q: 3 clusters Score -5608872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5608874.000000 Penalty: 5092.751953
	Iteration 64Q: 3 clusters Score -5608874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5608867.500000 Penalty: 5092.751953
	Iteration 65Q: 3 clusters Score -5608868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5608852.500000 Penalty: 5092.751953
	Iteration 66Q: 3 clusters Score -5608852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5608848.500000 Penalty: 5092.751953
	Iteration 67Q: 3 clusters Score -5608848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5608853.500000 Penalty: 5092.751953
	Iteration 68Q: 3 clusters Score -5608854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5608851.000000 Penalty: 5092.751953
	Iteration 69Q: 3 clusters Score -5608851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5608850.000000 Penalty: 5092.751953
	Iteration 70Q: 3 clusters Score -5608850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5608855.000000 Penalty: 5092.751953
	Iteration 71Q: 3 clusters Score -5608855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5608843.500000 Penalty: 5092.751953
	Iteration 72Q: 3 clusters Score -5608844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5608844.000000 Penalty: 5092.751953
	Iteration 73Q: 3 clusters Score -5608844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5608842.500000 Penalty: 5092.751953
	Iteration 74Q: 3 clusters Score -5608842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5608837.000000 Penalty: 5092.751953
	Iteration 75Q: 3 clusters Score -5608837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5608845.000000 Penalty: 5092.751953
	Iteration 76Q: 3 clusters Score -5608845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5608842.500000 Penalty: 5092.751953
	Iteration 77Q: 3 clusters Score -5608842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5608837.000000 Penalty: 5092.751953
	Iteration 78Q: 3 clusters Score -5608837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5608846.000000 Penalty: 5092.751953
	Iteration 79Q: 3 clusters Score -5608846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5608845.500000 Penalty: 5092.751953
	Iteration 80F: 3 clusters Score -5608846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5608837.000000 Penalty: 5092.751953
	Iteration 81Q: 3 clusters Score -5608837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5608834.500000 Penalty: 5092.751953
	Iteration 82Q: 3 clusters Score -5608834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5608832.000000 Penalty: 5092.751953
	Iteration 83Q: 3 clusters Score -5608832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5608826.500000 Penalty: 5092.751953
	Iteration 84Q: 3 clusters Score -5608826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5608841.000000 Penalty: 5092.751953
	Iteration 85Q: 3 clusters Score -5608841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5608832.500000 Penalty: 5092.751953
	Iteration 86Q: 3 clusters Score -5608832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5608826.500000 Penalty: 5092.751953
	Iteration 87Q: 3 clusters Score -5608826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5608831.500000 Penalty: 5092.751953
	Iteration 88Q: 3 clusters Score -5608832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5608821.500000 Penalty: 5092.751953
	Iteration 89Q: 3 clusters Score -5608822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5608818.500000 Penalty: 5092.751953
	Iteration 90Q: 3 clusters Score -5608818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5608824.500000 Penalty: 5092.751953
	Iteration 91Q: 3 clusters Score -5608824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5608827.000000 Penalty: 5092.751953
	Iteration 92Q: 3 clusters Score -5608827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5608819.000000 Penalty: 5092.751953
	Iteration 93Q: 3 clusters Score -5608819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5608823.500000 Penalty: 5092.751953
	Iteration 94Q: 3 clusters Score -5608824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5608819.500000 Penalty: 5092.751953
	Iteration 95Q: 3 clusters Score -5608820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5608820.500000 Penalty: 5092.751953
	Iteration 96Q: 3 clusters Score -5608820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5608820.500000 Penalty: 5092.751953
	Iteration 97Q: 3 clusters Score -5608820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5608822.000000 Penalty: 5092.751953
	Iteration 98Q: 3 clusters Score -5608822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5608822.000000 Penalty: 5092.751953
	Iteration 99Q: 3 clusters Score -5608822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5608819.000000 Penalty: 5092.751953
	Iteration 100F: 3 clusters Score -5608819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5608818.500000 Penalty: 5092.751953
	Iteration 101Q: 3 clusters Score -5608818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5608828.500000 Penalty: 5092.751953
	Iteration 102Q: 3 clusters Score -5608828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5608830.000000 Penalty: 5092.751953
	Iteration 103Q: 3 clusters Score -5608830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5608821.500000 Penalty: 5092.751953
	Iteration 104Q: 3 clusters Score -5608822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5608825.500000 Penalty: 5092.751953
	Iteration 105Q: 3 clusters Score -5608826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5608829.000000 Penalty: 5092.751953
	Iteration 106Q: 3 clusters Score -5608829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5608823.500000 Penalty: 5092.751953
	Iteration 107Q: 3 clusters Score -5608824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5608823.500000 Penalty: 5092.751953
	Iteration 108Q: 3 clusters Score -5608824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5608823.500000 Penalty: 5092.751953
	Iteration 109F: 3 clusters Score -5608824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -813330.687500 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -813330.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -809279.562500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -809279.6 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -810207.312500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -810207.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -810377.062500 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -810377.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -810502.500000 Penalty: 4144.734863
	Iteration 3Q: 3 clusters Score -810502.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -810585.812500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -810585.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -810650.250000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -810650.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -810694.375000 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -810694.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -810727.875000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -810727.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -810766.250000 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -810766.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -810801.500000 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -810801.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -810826.500000 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -810826.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -810857.562500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -810857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -810882.750000 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -810882.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -810903.000000 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -810903 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -810928.187500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -810928.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -810952.375000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -810952.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -810972.375000 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -810972.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -811000.500000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -811000.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -811016.937500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -811016.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -811031.875000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -811031.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -811052.250000 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -811052.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -811071.062500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -811071.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -811084.875000 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -811084.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -811104.062500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -811104.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -811116.375000 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -811116.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -811126.875000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -811126.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -811138.375000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -811138.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -811159.062500 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -811159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -811174.562500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -811174.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -811193.062500 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -811193.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -811207.750000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -811207.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -811219.562500 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -811219.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -811233.812500 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -811233.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -811242.125000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -811242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -811249.250000 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -811249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -811254.000000 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -811254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -811266.062500 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -811266.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -811281.187500 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -811281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -811301.375000 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -811301.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -811324.812500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -811324.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -811344.875000 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -811344.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -811367.750000 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -811367.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -811385.000000 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -811385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -811404.500000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -811404.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -811420.187500 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -811420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -811431.062500 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -811431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -811439.437500 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -811439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -811443.312500 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -811443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -811445.750000 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -811445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -811452.875000 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -811452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -811462.187500 Penalty: 4144.734863
	Iteration 50Q: 3 clusters Score -811462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -811463.187500 Penalty: 4144.734863
	Iteration 51Q: 3 clusters Score -811463.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -811463.187500 Penalty: 4144.734863
	Iteration 52F: 3 clusters Score -811463.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Entering Unmasked Estep 
Score: -4069482.000000 Penalty: 2482.370361
	Iteration 0F: 2 clusters Score -4069482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4054046.000000 Penalty: 4964.740723
	Iteration 0F: 3 clusters Score -4054046 nChanged 9819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4059241.500000 Penalty: 4964.740723
	Iteration 1F: 3 clusters Score -4059242 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4059615.000000 Penalty: 4964.740723
	Iteration 2F: 3 clusters Score -4059615 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -4059902.250000 Penalty: 4964.740723
	Iteration 3Q: 3 clusters Score -4059902 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -4060151.250000 Penalty: 4964.740723
	Iteration 4Q: 3 clusters Score -4060151 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4060393.000000 Penalty: 4964.740723
	Iteration 5Q: 3 clusters Score -4060393 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4060618.750000 Penalty: 4964.740723
	Iteration 6Q: 3 clusters Score -4060619 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4060843.000000 Penalty: 4964.740723
	Iteration 7Q: 3 clusters Score -4060843 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -4061112.000000 Penalty: 4964.740723
	Iteration 8Q: 3 clusters Score -4061112 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4061434.000000 Penalty: 4964.740723
	Iteration 9Q: 3 clusters Score -4061434 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4061905.000000 Penalty: 4964.740723
	Iteration 10Q: 3 clusters Score -4061905 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -4062502.750000 Penalty: 4964.740723
	Iteration 11Q: 3 clusters Score -4062503 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4063312.000000 Penalty: 4964.740723
	Iteration 12F: 3 clusters Score -4063312 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4064298.750000 Penalty: 4964.740723
	Iteration 13F: 3 clusters Score -4064299 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -4065236.250000 Penalty: 4964.740723
	Iteration 14F: 3 clusters Score -4065236 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4065977.500000 Penalty: 4964.740723
	Iteration 15Q: 3 clusters Score -4065978 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4066480.500000 Penalty: 4964.740723
	Iteration 16Q: 3 clusters Score -4066480 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4066772.750000 Penalty: 4964.740723
	Iteration 17Q: 3 clusters Score -4066773 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4066953.250000 Penalty: 4964.740723
	Iteration 18Q: 3 clusters Score -4066953 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4067064.000000 Penalty: 4964.740723
	Iteration 19Q: 3 clusters Score -4067064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4067140.750000 Penalty: 4964.740723
	Iteration 20F: 3 clusters Score -4067141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4067192.500000 Penalty: 4964.740723
	Iteration 21Q: 3 clusters Score -4067192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4067235.250000 Penalty: 4964.740723
	Iteration 22Q: 3 clusters Score -4067235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4067257.500000 Penalty: 4964.740723
	Iteration 23Q: 3 clusters Score -4067258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4067275.000000 Penalty: 4964.740723
	Iteration 24Q: 3 clusters Score -4067275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4067283.000000 Penalty: 4964.740723
	Iteration 25Q: 3 clusters Score -4067283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4067295.000000 Penalty: 4964.740723
	Iteration 26Q: 3 clusters Score -4067295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4067304.500000 Penalty: 4964.740723
	Iteration 27Q: 3 clusters Score -4067304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4067307.750000 Penalty: 4964.740723
	Iteration 28Q: 3 clusters Score -4067308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4067309.750000 Penalty: 4964.740723
	Iteration 29Q: 3 clusters Score -4067310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4067311.250000 Penalty: 4964.740723
	Iteration 30Q: 3 clusters Score -4067311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4067312.500000 Penalty: 4964.740723
	Iteration 31Q: 3 clusters Score -4067312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4067313.250000 Penalty: 4964.740723
	Iteration 32Q: 3 clusters Score -4067313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4067313.750000 Penalty: 4964.740723
	Iteration 33Q: 3 clusters Score -4067314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4067314.500000 Penalty: 4964.740723
	Iteration 34Q: 3 clusters Score -4067314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4067314.500000 Penalty: 4964.740723
	Iteration 35F: 3 clusters Score -4067314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Entering Unmasked Estep 
Score: -5152418.500000 Penalty: 2512.364990
	Iteration 0F: 2 clusters Score -5152418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5137893.500000 Penalty: 5024.729980
	Iteration 0F: 3 clusters Score -5137894 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5143877.000000 Penalty: 5024.729980
	Iteration 1F: 3 clusters Score -5143877 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5144215.000000 Penalty: 5024.729980
	Iteration 2F: 3 clusters Score -5144215 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -5144542.000000 Penalty: 5024.729980
	Iteration 3Q: 3 clusters Score -5144542 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5144827.500000 Penalty: 5024.729980
	Iteration 4Q: 3 clusters Score -5144828 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -5145025.000000 Penalty: 5024.729980
	Iteration 5Q: 3 clusters Score -5145025 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -5145239.000000 Penalty: 5024.729980
	Iteration 6Q: 3 clusters Score -5145239 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5145458.500000 Penalty: 5024.729980
	Iteration 7Q: 3 clusters Score -5145458 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -5145691.500000 Penalty: 5024.729980
	Iteration 8Q: 3 clusters Score -5145692 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -5146011.000000 Penalty: 5024.729980
	Iteration 9Q: 3 clusters Score -5146011 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5146357.500000 Penalty: 5024.729980
	Iteration 10Q: 3 clusters Score -5146358 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -5146865.000000 Penalty: 5024.729980
	Iteration 11Q: 3 clusters Score -5146865 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5147490.500000 Penalty: 5024.729980
	Iteration 12Q: 3 clusters Score -5147490 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5148234.500000 Penalty: 5024.729980
	Iteration 13Q: 3 clusters Score -5148234 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5148970.500000 Penalty: 5024.729980
	Iteration 14Q: 3 clusters Score -5148970 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5149491.000000 Penalty: 5024.729980
	Iteration 15Q: 3 clusters Score -5149491 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5149898.500000 Penalty: 5024.729980
	Iteration 16Q: 3 clusters Score -5149898 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -5150267.500000 Penalty: 5024.729980
	Iteration 17Q: 3 clusters Score -5150268 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -5150675.500000 Penalty: 5024.729980
	Iteration 18Q: 3 clusters Score -5150676 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5151074.000000 Penalty: 5024.729980
	Iteration 19Q: 3 clusters Score -5151074 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -5151456.500000 Penalty: 5024.729980
	Iteration 20F: 3 clusters Score -5151456 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -5151732.500000 Penalty: 5024.729980
	Iteration 21Q: 3 clusters Score -5151732 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -5151948.000000 Penalty: 5024.729980
	Iteration 22Q: 3 clusters Score -5151948 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -5152087.000000 Penalty: 5024.729980
	Iteration 23Q: 3 clusters Score -5152087 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5152171.500000 Penalty: 5024.729980
	Iteration 24Q: 3 clusters Score -5152172 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5152221.000000 Penalty: 5024.729980
	Iteration 25Q: 3 clusters Score -5152221 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5152248.000000 Penalty: 5024.729980
	Iteration 26Q: 3 clusters Score -5152248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -5152253.000000 Penalty: 5024.729980
	Iteration 27Q: 3 clusters Score -5152253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -5152269.500000 Penalty: 5024.729980
	Iteration 28Q: 3 clusters Score -5152270 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5152260.000000 Penalty: 5024.729980
	Iteration 29Q: 3 clusters Score -5152260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5152264.500000 Penalty: 5024.729980
	Iteration 30Q: 3 clusters Score -5152264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -5152268.000000 Penalty: 5024.729980
	Iteration 31Q: 3 clusters Score -5152268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -5152262.000000 Penalty: 5024.729980
	Iteration 32Q: 3 clusters Score -5152262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -5152268.000000 Penalty: 5024.729980
	Iteration 33Q: 3 clusters Score -5152268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -5152271.500000 Penalty: 5024.729980
	Iteration 34Q: 3 clusters Score -5152272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5152272.500000 Penalty: 5024.729980
	Iteration 35Q: 3 clusters Score -5152272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -5152274.500000 Penalty: 5024.729980
	Iteration 36Q: 3 clusters Score -5152274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -5152275.500000 Penalty: 5024.729980
	Iteration 37Q: 3 clusters Score -5152276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -5152272.500000 Penalty: 5024.729980
	Iteration 38Q: 3 clusters Score -5152272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5152270.500000 Penalty: 5024.729980
	Iteration 39Q: 3 clusters Score -5152270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5152273.000000 Penalty: 5024.729980
	Iteration 40F: 3 clusters Score -5152273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5152273.500000 Penalty: 5024.729980
	Iteration 41Q: 3 clusters Score -5152274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5152264.000000 Penalty: 5024.729980
	Iteration 42Q: 3 clusters Score -5152264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -5152269.000000 Penalty: 5024.729980
	Iteration 43Q: 3 clusters Score -5152269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5152270.000000 Penalty: 5024.729980
	Iteration 44Q: 3 clusters Score -5152270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5152270.000000 Penalty: 5024.729980
	Iteration 45Q: 3 clusters Score -5152270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -5152269.500000 Penalty: 5024.729980
	Iteration 46Q: 3 clusters Score -5152270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -5152263.000000 Penalty: 5024.729980
	Iteration 47Q: 3 clusters Score -5152263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5152260.000000 Penalty: 5024.729980
	Iteration 48Q: 3 clusters Score -5152260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -5152257.000000 Penalty: 5024.729980
	Iteration 49Q: 3 clusters Score -5152257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -5152258.500000 Penalty: 5024.729980
	Iteration 50Q: 3 clusters Score -5152258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5152257.500000 Penalty: 5024.729980
	Iteration 51Q: 3 clusters Score -5152258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -5152260.500000 Penalty: 5024.729980
	Iteration 52Q: 3 clusters Score -5152260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5152254.500000 Penalty: 5024.729980
	Iteration 53Q: 3 clusters Score -5152254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -5152251.000000 Penalty: 5024.729980
	Iteration 54Q: 3 clusters Score -5152251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -5152246.000000 Penalty: 5024.729980
	Iteration 55Q: 3 clusters Score -5152246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -5152249.000000 Penalty: 5024.729980
	Iteration 56Q: 3 clusters Score -5152249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5152253.500000 Penalty: 5024.729980
	Iteration 57Q: 3 clusters Score -5152254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -5152250.000000 Penalty: 5024.729980
	Iteration 58Q: 3 clusters Score -5152250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -5152248.500000 Penalty: 5024.729980
	Iteration 59Q: 3 clusters Score -5152248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -5152242.000000 Penalty: 5024.729980
	Iteration 60F: 3 clusters Score -5152242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5152250.500000 Penalty: 5024.729980
	Iteration 61Q: 3 clusters Score -5152250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -5152250.000000 Penalty: 5024.729980
	Iteration 62Q: 3 clusters Score -5152250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -5152243.500000 Penalty: 5024.729980
	Iteration 63Q: 3 clusters Score -5152244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -5152245.000000 Penalty: 5024.729980
	Iteration 64Q: 3 clusters Score -5152245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -5152256.500000 Penalty: 5024.729980
	Iteration 65Q: 3 clusters Score -5152256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -5152254.500000 Penalty: 5024.729980
	Iteration 66Q: 3 clusters Score -5152254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -5152261.500000 Penalty: 5024.729980
	Iteration 67Q: 3 clusters Score -5152262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5152265.000000 Penalty: 5024.729980
	Iteration 68Q: 3 clusters Score -5152265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5152267.500000 Penalty: 5024.729980
	Iteration 69Q: 3 clusters Score -5152268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5152259.000000 Penalty: 5024.729980
	Iteration 70Q: 3 clusters Score -5152259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -5152254.500000 Penalty: 5024.729980
	Iteration 71Q: 3 clusters Score -5152254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -5152257.000000 Penalty: 5024.729980
	Iteration 72Q: 3 clusters Score -5152257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -5152259.500000 Penalty: 5024.729980
	Iteration 73Q: 3 clusters Score -5152260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -5152259.000000 Penalty: 5024.729980
	Iteration 74Q: 3 clusters Score -5152259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -5152261.500000 Penalty: 5024.729980
	Iteration 75Q: 3 clusters Score -5152262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -5152255.500000 Penalty: 5024.729980
	Iteration 76Q: 3 clusters Score -5152256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -5152262.500000 Penalty: 5024.729980
	Iteration 77Q: 3 clusters Score -5152262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -5152259.000000 Penalty: 5024.729980
	Iteration 78Q: 3 clusters Score -5152259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5152263.500000 Penalty: 5024.729980
	Iteration 79Q: 3 clusters Score -5152264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5152250.000000 Penalty: 5024.729980
	Iteration 80F: 3 clusters Score -5152250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -5152236.000000 Penalty: 5024.729980
	Iteration 81Q: 3 clusters Score -5152236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -5152240.500000 Penalty: 5024.729980
	Iteration 82Q: 3 clusters Score -5152240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -5152238.500000 Penalty: 5024.729980
	Iteration 83Q: 3 clusters Score -5152238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -5152232.000000 Penalty: 5024.729980
	Iteration 84Q: 3 clusters Score -5152232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -5152238.500000 Penalty: 5024.729980
	Iteration 85Q: 3 clusters Score -5152238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -5152246.000000 Penalty: 5024.729980
	Iteration 86Q: 3 clusters Score -5152246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -5152251.000000 Penalty: 5024.729980
	Iteration 87Q: 3 clusters Score -5152251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5152251.500000 Penalty: 5024.729980
	Iteration 88Q: 3 clusters Score -5152252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5152252.000000 Penalty: 5024.729980
	Iteration 89Q: 3 clusters Score -5152252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5152242.000000 Penalty: 5024.729980
	Iteration 90Q: 3 clusters Score -5152242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5152242.000000 Penalty: 5024.729980
	Iteration 91F: 3 clusters Score -5152242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Entering Unmasked Estep 
Score: -6456749.500000 Penalty: 2586.630127
	Iteration 0F: 2 clusters Score -6456750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6435231.000000 Penalty: 5173.260254
	Iteration 0F: 3 clusters Score -6435231 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -6443365.000000 Penalty: 5173.260254
	Iteration 1F: 3 clusters Score -6443365 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6443805.000000 Penalty: 5173.260254
	Iteration 2Q: 3 clusters Score -6443805 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -6444204.500000 Penalty: 5173.260254
	Iteration 3Q: 3 clusters Score -6444204 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -6444562.500000 Penalty: 5173.260254
	Iteration 4Q: 3 clusters Score -6444562 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -6444951.500000 Penalty: 5173.260254
	Iteration 5Q: 3 clusters Score -6444952 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -6445398.000000 Penalty: 5173.260254
	Iteration 6Q: 3 clusters Score -6445398 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -6445867.000000 Penalty: 5173.260254
	Iteration 7Q: 3 clusters Score -6445867 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6446373.500000 Penalty: 5173.260254
	Iteration 8Q: 3 clusters Score -6446374 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -6446961.000000 Penalty: 5173.260254
	Iteration 9Q: 3 clusters Score -6446961 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -6447666.500000 Penalty: 5173.260254
	Iteration 10Q: 3 clusters Score -6447666 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -6448443.000000 Penalty: 5173.260254
	Iteration 11Q: 3 clusters Score -6448443 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6449365.000000 Penalty: 5173.260254
	Iteration 12Q: 3 clusters Score -6449365 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -6450308.000000 Penalty: 5173.260254
	Iteration 13Q: 3 clusters Score -6450308 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6451373.500000 Penalty: 5173.260254
	Iteration 14Q: 3 clusters Score -6451374 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6452454.000000 Penalty: 5173.260254
	Iteration 15Q: 3 clusters Score -6452454 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6453247.000000 Penalty: 5173.260254
	Iteration 16Q: 3 clusters Score -6453247 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6453743.000000 Penalty: 5173.260254
	Iteration 17Q: 3 clusters Score -6453743 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6454027.500000 Penalty: 5173.260254
	Iteration 18Q: 3 clusters Score -6454028 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6454205.500000 Penalty: 5173.260254
	Iteration 19Q: 3 clusters Score -6454206 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6454313.000000 Penalty: 5173.260254
	Iteration 20F: 3 clusters Score -6454313 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6454358.000000 Penalty: 5173.260254
	Iteration 21Q: 3 clusters Score -6454358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6454430.500000 Penalty: 5173.260254
	Iteration 22Q: 3 clusters Score -6454430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6454474.000000 Penalty: 5173.260254
	Iteration 23Q: 3 clusters Score -6454474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6454499.500000 Penalty: 5173.260254
	Iteration 24Q: 3 clusters Score -6454500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6454514.000000 Penalty: 5173.260254
	Iteration 25Q: 3 clusters Score -6454514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6454526.500000 Penalty: 5173.260254
	Iteration 26Q: 3 clusters Score -6454526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6454530.000000 Penalty: 5173.260254
	Iteration 27Q: 3 clusters Score -6454530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6454530.000000 Penalty: 5173.260254
	Iteration 28Q: 3 clusters Score -6454530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6454532.000000 Penalty: 5173.260254
	Iteration 29Q: 3 clusters Score -6454532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6454532.000000 Penalty: 5173.260254
	Iteration 30Q: 3 clusters Score -6454532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6454529.000000 Penalty: 5173.260254
	Iteration 31Q: 3 clusters Score -6454529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6454528.500000 Penalty: 5173.260254
	Iteration 32Q: 3 clusters Score -6454528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6454528.500000 Penalty: 5173.260254
	Iteration 33F: 3 clusters Score -6454528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Entering Unmasked Estep 
Score: -7190847.000000 Penalty: 2611.761230
	Iteration 0F: 2 clusters Score -7190847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -7167349.000000 Penalty: 5223.522461
	Iteration 0F: 3 clusters Score -7167349 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -7176605.000000 Penalty: 5223.522461
	Iteration 1F: 3 clusters Score -7176605 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -7177056.000000 Penalty: 5223.522461
	Iteration 2Q: 3 clusters Score -7177056 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -7177472.000000 Penalty: 5223.522461
	Iteration 3Q: 3 clusters Score -7177472 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -7177801.000000 Penalty: 5223.522461
	Iteration 4Q: 3 clusters Score -7177801 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -7178139.500000 Penalty: 5223.522461
	Iteration 5Q: 3 clusters Score -7178140 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7178565.500000 Penalty: 5223.522461
	Iteration 6Q: 3 clusters Score -7178566 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7179114.500000 Penalty: 5223.522461
	Iteration 7Q: 3 clusters Score -7179114 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -7179866.500000 Penalty: 5223.522461
	Iteration 8Q: 3 clusters Score -7179866 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -7180981.000000 Penalty: 5223.522461
	Iteration 9F: 3 clusters Score -7180981 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -7182601.000000 Penalty: 5223.522461
	Iteration 10F: 3 clusters Score -7182601 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -7184420.500000 Penalty: 5223.522461
	Iteration 11F: 3 clusters Score -7184420 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -7185872.500000 Penalty: 5223.522461
	Iteration 12F: 3 clusters Score -7185872 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7186610.000000 Penalty: 5223.522461
	Iteration 13Q: 3 clusters Score -7186610 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7187008.500000 Penalty: 5223.522461
	Iteration 14Q: 3 clusters Score -7187008 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -7187288.500000 Penalty: 5223.522461
	Iteration 15Q: 3 clusters Score -7187288 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -7187507.000000 Penalty: 5223.522461
	Iteration 16Q: 3 clusters Score -7187507 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7187740.500000 Penalty: 5223.522461
	Iteration 17Q: 3 clusters Score -7187740 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -7187880.500000 Penalty: 5223.522461
	Iteration 18Q: 3 clusters Score -7187880 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -7188090.000000 Penalty: 5223.522461
	Iteration 19Q: 3 clusters Score -7188090 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -7188202.500000 Penalty: 5223.522461
	Iteration 20F: 3 clusters Score -7188202 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -7188365.500000 Penalty: 5223.522461
	Iteration 21Q: 3 clusters Score -7188366 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -7188441.000000 Penalty: 5223.522461
	Iteration 22Q: 3 clusters Score -7188441 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7188362.000000 Penalty: 5223.522461
	Iteration 23Q: 3 clusters Score -7188362 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -7188410.000000 Penalty: 5223.522461
	Iteration 24Q: 3 clusters Score -7188410 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7188414.000000 Penalty: 5223.522461
	Iteration 25Q: 3 clusters Score -7188414 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -7188392.000000 Penalty: 5223.522461
	Iteration 26Q: 3 clusters Score -7188392 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7188467.500000 Penalty: 5223.522461
	Iteration 27Q: 3 clusters Score -7188468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -7188524.500000 Penalty: 5223.522461
	Iteration 28Q: 3 clusters Score -7188524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -7188564.500000 Penalty: 5223.522461
	Iteration 29Q: 3 clusters Score -7188564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -7188611.000000 Penalty: 5223.522461
	Iteration 30Q: 3 clusters Score -7188611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -7188643.500000 Penalty: 5223.522461
	Iteration 31Q: 3 clusters Score -7188644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -7188653.000000 Penalty: 5223.522461
	Iteration 32Q: 3 clusters Score -7188653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -7188673.500000 Penalty: 5223.522461
	Iteration 33Q: 3 clusters Score -7188674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7188680.000000 Penalty: 5223.522461
	Iteration 34Q: 3 clusters Score -7188680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7188690.500000 Penalty: 5223.522461
	Iteration 35Q: 3 clusters Score -7188690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -7188696.500000 Penalty: 5223.522461
	Iteration 36Q: 3 clusters Score -7188696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -7188692.000000 Penalty: 5223.522461
	Iteration 37Q: 3 clusters Score -7188692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7188689.500000 Penalty: 5223.522461
	Iteration 38Q: 3 clusters Score -7188690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7188681.000000 Penalty: 5223.522461
	Iteration 39Q: 3 clusters Score -7188681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7188679.000000 Penalty: 5223.522461
	Iteration 40F: 3 clusters Score -7188679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7188679.500000 Penalty: 5223.522461
	Iteration 41Q: 3 clusters Score -7188680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7188684.000000 Penalty: 5223.522461
	Iteration 42Q: 3 clusters Score -7188684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -7188681.000000 Penalty: 5223.522461
	Iteration 43Q: 3 clusters Score -7188681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -7188680.000000 Penalty: 5223.522461
	Iteration 44Q: 3 clusters Score -7188680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -7188684.000000 Penalty: 5223.522461
	Iteration 45Q: 3 clusters Score -7188684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -7188686.500000 Penalty: 5223.522461
	Iteration 46Q: 3 clusters Score -7188686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7188692.000000 Penalty: 5223.522461
	Iteration 47Q: 3 clusters Score -7188692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7188694.500000 Penalty: 5223.522461
	Iteration 48Q: 3 clusters Score -7188694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7188694.500000 Penalty: 5223.522461
	Iteration 49F: 3 clusters Score -7188694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135172.515625 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135172.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -135442.187500 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135442.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -135514.640625 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135514.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -135552.609375 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135552.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -135572.875000 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -135592.687500 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135592.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -135624.703125 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135624.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -135683.484375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135683.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -135790.765625 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -135790.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -135899.015625 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -135899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135974.281250 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -135974.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -136021.281250 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -136047.234375 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136078.656250 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136078.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136113.390625 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136113.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -136135.968750 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -136148.171875 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -136155.781250 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -136167.359375 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -136175.234375 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -136175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -136179.828125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -136179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -136182.375000 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -136182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136187.109375 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -136187.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -136187.109375 Penalty: 3293.378418
	Iteration 23F: 3 clusters Score -136187.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Entering Unmasked Estep 
Score: -5808164.500000 Penalty: 2557.189941
	Iteration 0F: 2 clusters Score -5808164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5789001.000000 Penalty: 5114.379883
	Iteration 0F: 3 clusters Score -5789001 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5796294.500000 Penalty: 5114.379883
	Iteration 1F: 3 clusters Score -5796294 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5796813.500000 Penalty: 5114.379883
	Iteration 2Q: 3 clusters Score -5796814 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5797268.000000 Penalty: 5114.379883
	Iteration 3Q: 3 clusters Score -5797268 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -5797901.000000 Penalty: 5114.379883
	Iteration 4Q: 3 clusters Score -5797901 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -5798724.000000 Penalty: 5114.379883
	Iteration 5Q: 3 clusters Score -5798724 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -5799860.500000 Penalty: 5114.379883
	Iteration 6F: 3 clusters Score -5799860 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5801344.500000 Penalty: 5114.379883
	Iteration 7F: 3 clusters Score -5801344 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5802924.500000 Penalty: 5114.379883
	Iteration 8F: 3 clusters Score -5802924 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5804094.500000 Penalty: 5114.379883
	Iteration 9F: 3 clusters Score -5804094 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -5804651.500000 Penalty: 5114.379883
	Iteration 10Q: 3 clusters Score -5804652 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -5804970.000000 Penalty: 5114.379883
	Iteration 11Q: 3 clusters Score -5804970 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5805115.500000 Penalty: 5114.379883
	Iteration 12Q: 3 clusters Score -5805116 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5805289.500000 Penalty: 5114.379883
	Iteration 13Q: 3 clusters Score -5805290 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -5805457.000000 Penalty: 5114.379883
	Iteration 14Q: 3 clusters Score -5805457 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5805578.500000 Penalty: 5114.379883
	Iteration 15Q: 3 clusters Score -5805578 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -5805735.000000 Penalty: 5114.379883
	Iteration 16Q: 3 clusters Score -5805735 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5805866.500000 Penalty: 5114.379883
	Iteration 17Q: 3 clusters Score -5805866 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5805958.000000 Penalty: 5114.379883
	Iteration 18Q: 3 clusters Score -5805958 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -5806038.000000 Penalty: 5114.379883
	Iteration 19Q: 3 clusters Score -5806038 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -5806122.000000 Penalty: 5114.379883
	Iteration 20F: 3 clusters Score -5806122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5806180.000000 Penalty: 5114.379883
	Iteration 21Q: 3 clusters Score -5806180 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5806205.500000 Penalty: 5114.379883
	Iteration 22Q: 3 clusters Score -5806206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5806192.500000 Penalty: 5114.379883
	Iteration 23Q: 3 clusters Score -5806192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5806229.500000 Penalty: 5114.379883
	Iteration 24Q: 3 clusters Score -5806230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5806214.000000 Penalty: 5114.379883
	Iteration 25Q: 3 clusters Score -5806214 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -5806208.000000 Penalty: 5114.379883
	Iteration 26Q: 3 clusters Score -5806208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5806195.500000 Penalty: 5114.379883
	Iteration 27Q: 3 clusters Score -5806196 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5806208.000000 Penalty: 5114.379883
	Iteration 28Q: 3 clusters Score -5806208 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5806195.000000 Penalty: 5114.379883
	Iteration 29Q: 3 clusters Score -5806195 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5806180.000000 Penalty: 5114.379883
	Iteration 30Q: 3 clusters Score -5806180 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5806172.000000 Penalty: 5114.379883
	Iteration 31Q: 3 clusters Score -5806172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5806166.000000 Penalty: 5114.379883
	Iteration 32Q: 3 clusters Score -5806166 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5806160.000000 Penalty: 5114.379883
	Iteration 33Q: 3 clusters Score -5806160 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5806129.000000 Penalty: 5114.379883
	Iteration 34Q: 3 clusters Score -5806129 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -5806125.500000 Penalty: 5114.379883
	Iteration 35Q: 3 clusters Score -5806126 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5806142.000000 Penalty: 5114.379883
	Iteration 36Q: 3 clusters Score -5806142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -5806110.500000 Penalty: 5114.379883
	Iteration 37Q: 3 clusters Score -5806110 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -5806088.500000 Penalty: 5114.379883
	Iteration 38Q: 3 clusters Score -5806088 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -5806079.000000 Penalty: 5114.379883
	Iteration 39Q: 3 clusters Score -5806079 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -5806083.000000 Penalty: 5114.379883
	Iteration 40F: 3 clusters Score -5806083 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5806050.500000 Penalty: 5114.379883
	Iteration 41Q: 3 clusters Score -5806050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5806037.500000 Penalty: 5114.379883
	Iteration 42Q: 3 clusters Score -5806038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -5806029.500000 Penalty: 5114.379883
	Iteration 43Q: 3 clusters Score -5806030 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -5806016.000000 Penalty: 5114.379883
	Iteration 44Q: 3 clusters Score -5806016 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5806002.000000 Penalty: 5114.379883
	Iteration 45Q: 3 clusters Score -5806002 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5805970.000000 Penalty: 5114.379883
	Iteration 46Q: 3 clusters Score -5805970 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5805981.000000 Penalty: 5114.379883
	Iteration 47Q: 3 clusters Score -5805981 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5805962.500000 Penalty: 5114.379883
	Iteration 48Q: 3 clusters Score -5805962 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -5805975.500000 Penalty: 5114.379883
	Iteration 49Q: 3 clusters Score -5805976 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5805957.000000 Penalty: 5114.379883
	Iteration 50Q: 3 clusters Score -5805957 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -5805948.500000 Penalty: 5114.379883
	Iteration 51Q: 3 clusters Score -5805948 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5805946.500000 Penalty: 5114.379883
	Iteration 52Q: 3 clusters Score -5805946 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5805924.000000 Penalty: 5114.379883
	Iteration 53Q: 3 clusters Score -5805924 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -5805900.000000 Penalty: 5114.379883
	Iteration 54Q: 3 clusters Score -5805900 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5805876.000000 Penalty: 5114.379883
	Iteration 55Q: 3 clusters Score -5805876 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5805858.500000 Penalty: 5114.379883
	Iteration 56Q: 3 clusters Score -5805858 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -5805880.000000 Penalty: 5114.379883
	Iteration 57Q: 3 clusters Score -5805880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5805890.500000 Penalty: 5114.379883
	Iteration 58Q: 3 clusters Score -5805890 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -5805876.000000 Penalty: 5114.379883
	Iteration 59Q: 3 clusters Score -5805876 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5805887.000000 Penalty: 5114.379883
	Iteration 60F: 3 clusters Score -5805887 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5805896.000000 Penalty: 5114.379883
	Iteration 61Q: 3 clusters Score -5805896 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5805923.000000 Penalty: 5114.379883
	Iteration 62Q: 3 clusters Score -5805923 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5805974.000000 Penalty: 5114.379883
	Iteration 63Q: 3 clusters Score -5805974 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5806009.000000 Penalty: 5114.379883
	Iteration 64Q: 3 clusters Score -5806009 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5806020.000000 Penalty: 5114.379883
	Iteration 65Q: 3 clusters Score -5806020 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -5806041.000000 Penalty: 5114.379883
	Iteration 66Q: 3 clusters Score -5806041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5806050.500000 Penalty: 5114.379883
	Iteration 67Q: 3 clusters Score -5806050 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -5806073.000000 Penalty: 5114.379883
	Iteration 68Q: 3 clusters Score -5806073 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5806087.000000 Penalty: 5114.379883
	Iteration 69Q: 3 clusters Score -5806087 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5806115.500000 Penalty: 5114.379883
	Iteration 70Q: 3 clusters Score -5806116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -5806131.000000 Penalty: 5114.379883
	Iteration 71Q: 3 clusters Score -5806131 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5806141.000000 Penalty: 5114.379883
	Iteration 72Q: 3 clusters Score -5806141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5806136.500000 Penalty: 5114.379883
	Iteration 73Q: 3 clusters Score -5806136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5806151.000000 Penalty: 5114.379883
	Iteration 74Q: 3 clusters Score -5806151 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5806160.500000 Penalty: 5114.379883
	Iteration 75Q: 3 clusters Score -5806160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -5806180.000000 Penalty: 5114.379883
	Iteration 76Q: 3 clusters Score -5806180 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -5806184.500000 Penalty: 5114.379883
	Iteration 77Q: 3 clusters Score -5806184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5806212.000000 Penalty: 5114.379883
	Iteration 78Q: 3 clusters Score -5806212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -5806218.500000 Penalty: 5114.379883
	Iteration 79Q: 3 clusters Score -5806218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5806194.500000 Penalty: 5114.379883
	Iteration 80F: 3 clusters Score -5806194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5806213.500000 Penalty: 5114.379883
	Iteration 81Q: 3 clusters Score -5806214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -5806221.000000 Penalty: 5114.379883
	Iteration 82Q: 3 clusters Score -5806221 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -5806225.000000 Penalty: 5114.379883
	Iteration 83Q: 3 clusters Score -5806225 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5806211.000000 Penalty: 5114.379883
	Iteration 84Q: 3 clusters Score -5806211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -5806217.000000 Penalty: 5114.379883
	Iteration 85Q: 3 clusters Score -5806217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5806210.000000 Penalty: 5114.379883
	Iteration 86Q: 3 clusters Score -5806210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5806230.500000 Penalty: 5114.379883
	Iteration 87Q: 3 clusters Score -5806230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5806229.500000 Penalty: 5114.379883
	Iteration 88Q: 3 clusters Score -5806230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5806215.000000 Penalty: 5114.379883
	Iteration 89Q: 3 clusters Score -5806215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5806206.500000 Penalty: 5114.379883
	Iteration 90Q: 3 clusters Score -5806206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5806203.500000 Penalty: 5114.379883
	Iteration 91Q: 3 clusters Score -5806204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5806212.500000 Penalty: 5114.379883
	Iteration 92Q: 3 clusters Score -5806212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5806210.500000 Penalty: 5114.379883
	Iteration 93Q: 3 clusters Score -5806210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5806208.500000 Penalty: 5114.379883
	Iteration 94Q: 3 clusters Score -5806208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5806199.000000 Penalty: 5114.379883
	Iteration 95Q: 3 clusters Score -5806199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5806197.000000 Penalty: 5114.379883
	Iteration 96Q: 3 clusters Score -5806197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5806194.000000 Penalty: 5114.379883
	Iteration 97Q: 3 clusters Score -5806194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5806188.500000 Penalty: 5114.379883
	Iteration 98Q: 3 clusters Score -5806188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5806195.500000 Penalty: 5114.379883
	Iteration 99Q: 3 clusters Score -5806196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5806174.000000 Penalty: 5114.379883
	Iteration 100F: 3 clusters Score -5806174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -5806173.000000 Penalty: 5114.379883
	Iteration 101Q: 3 clusters Score -5806173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5806182.500000 Penalty: 5114.379883
	Iteration 102Q: 3 clusters Score -5806182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -5806176.500000 Penalty: 5114.379883
	Iteration 103Q: 3 clusters Score -5806176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5806158.500000 Penalty: 5114.379883
	Iteration 104Q: 3 clusters Score -5806158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5806147.000000 Penalty: 5114.379883
	Iteration 105Q: 3 clusters Score -5806147 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -5806132.500000 Penalty: 5114.379883
	Iteration 106Q: 3 clusters Score -5806132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -5806132.500000 Penalty: 5114.379883
	Iteration 107Q: 3 clusters Score -5806132 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -5806137.500000 Penalty: 5114.379883
	Iteration 108Q: 3 clusters Score -5806138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5806133.500000 Penalty: 5114.379883
	Iteration 109Q: 3 clusters Score -5806134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5806164.000000 Penalty: 5114.379883
	Iteration 110Q: 3 clusters Score -5806164 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -5806180.000000 Penalty: 5114.379883
	Iteration 111Q: 3 clusters Score -5806180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -5806196.500000 Penalty: 5114.379883
	Iteration 112Q: 3 clusters Score -5806196 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -5806214.000000 Penalty: 5114.379883
	Iteration 113Q: 3 clusters Score -5806214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5806208.000000 Penalty: 5114.379883
	Iteration 114Q: 3 clusters Score -5806208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5806207.500000 Penalty: 5114.379883
	Iteration 115Q: 3 clusters Score -5806208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -5806222.000000 Penalty: 5114.379883
	Iteration 116Q: 3 clusters Score -5806222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5806237.500000 Penalty: 5114.379883
	Iteration 117Q: 3 clusters Score -5806238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5806246.500000 Penalty: 5114.379883
	Iteration 118Q: 3 clusters Score -5806246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -5806258.500000 Penalty: 5114.379883
	Iteration 119Q: 3 clusters Score -5806258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5806252.500000 Penalty: 5114.379883
	Iteration 120F: 3 clusters Score -5806252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5806254.000000 Penalty: 5114.379883
	Iteration 121Q: 3 clusters Score -5806254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -5806261.000000 Penalty: 5114.379883
	Iteration 122Q: 3 clusters Score -5806261 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5806265.500000 Penalty: 5114.379883
	Iteration 123Q: 3 clusters Score -5806266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5806248.000000 Penalty: 5114.379883
	Iteration 124Q: 3 clusters Score -5806248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -5806247.500000 Penalty: 5114.379883
	Iteration 125Q: 3 clusters Score -5806248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5806243.500000 Penalty: 5114.379883
	Iteration 126Q: 3 clusters Score -5806244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5806252.500000 Penalty: 5114.379883
	Iteration 127Q: 3 clusters Score -5806252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -5806248.500000 Penalty: 5114.379883
	Iteration 128Q: 3 clusters Score -5806248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5806254.000000 Penalty: 5114.379883
	Iteration 129Q: 3 clusters Score -5806254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5806247.500000 Penalty: 5114.379883
	Iteration 130Q: 3 clusters Score -5806248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5806247.000000 Penalty: 5114.379883
	Iteration 131Q: 3 clusters Score -5806247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5806255.000000 Penalty: 5114.379883
	Iteration 132Q: 3 clusters Score -5806255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -5806267.000000 Penalty: 5114.379883
	Iteration 133Q: 3 clusters Score -5806267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5806266.500000 Penalty: 5114.379883
	Iteration 134Q: 3 clusters Score -5806266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -5806268.000000 Penalty: 5114.379883
	Iteration 135Q: 3 clusters Score -5806268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -5806262.500000 Penalty: 5114.379883
	Iteration 136Q: 3 clusters Score -5806262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5806260.500000 Penalty: 5114.379883
	Iteration 137Q: 3 clusters Score -5806260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5806265.000000 Penalty: 5114.379883
	Iteration 138Q: 3 clusters Score -5806265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -5806268.000000 Penalty: 5114.379883
	Iteration 139Q: 3 clusters Score -5806268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -5806271.500000 Penalty: 5114.379883
	Iteration 140F: 3 clusters Score -5806272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -5806273.500000 Penalty: 5114.379883
	Iteration 141Q: 3 clusters Score -5806274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5806271.500000 Penalty: 5114.379883
	Iteration 142Q: 3 clusters Score -5806272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5806274.000000 Penalty: 5114.379883
	Iteration 143Q: 3 clusters Score -5806274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -5806263.500000 Penalty: 5114.379883
	Iteration 144Q: 3 clusters Score -5806264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5806270.500000 Penalty: 5114.379883
	Iteration 145Q: 3 clusters Score -5806270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -5806275.000000 Penalty: 5114.379883
	Iteration 146Q: 3 clusters Score -5806275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5806275.500000 Penalty: 5114.379883
	Iteration 147Q: 3 clusters Score -5806276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5806270.500000 Penalty: 5114.379883
	Iteration 148Q: 3 clusters Score -5806270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5806270.500000 Penalty: 5114.379883
	Iteration 149Q: 3 clusters Score -5806270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -5806275.500000 Penalty: 5114.379883
	Iteration 150Q: 3 clusters Score -5806276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5806272.000000 Penalty: 5114.379883
	Iteration 151Q: 3 clusters Score -5806272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -5806273.500000 Penalty: 5114.379883
	Iteration 152Q: 3 clusters Score -5806274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5806280.000000 Penalty: 5114.379883
	Iteration 153Q: 3 clusters Score -5806280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5806279.000000 Penalty: 5114.379883
	Iteration 154Q: 3 clusters Score -5806279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -5806278.000000 Penalty: 5114.379883
	Iteration 155Q: 3 clusters Score -5806278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5806280.000000 Penalty: 5114.379883
	Iteration 156Q: 3 clusters Score -5806280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5806277.500000 Penalty: 5114.379883
	Iteration 157Q: 3 clusters Score -5806278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -5806287.000000 Penalty: 5114.379883
	Iteration 158Q: 3 clusters Score -5806287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -5806288.000000 Penalty: 5114.379883
	Iteration 159Q: 3 clusters Score -5806288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -5806285.000000 Penalty: 5114.379883
	Iteration 160F: 3 clusters Score -5806285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -5806284.000000 Penalty: 5114.379883
	Iteration 161Q: 3 clusters Score -5806284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5806285.000000 Penalty: 5114.379883
	Iteration 162Q: 3 clusters Score -5806285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -5806279.500000 Penalty: 5114.379883
	Iteration 163Q: 3 clusters Score -5806280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -5806283.500000 Penalty: 5114.379883
	Iteration 164Q: 3 clusters Score -5806284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -5806283.000000 Penalty: 5114.379883
	Iteration 165Q: 3 clusters Score -5806283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5806281.000000 Penalty: 5114.379883
	Iteration 166Q: 3 clusters Score -5806281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5806280.500000 Penalty: 5114.379883
	Iteration 167Q: 3 clusters Score -5806280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5806278.500000 Penalty: 5114.379883
	Iteration 168Q: 3 clusters Score -5806278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5806280.500000 Penalty: 5114.379883
	Iteration 169Q: 3 clusters Score -5806280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5806284.500000 Penalty: 5114.379883
	Iteration 170Q: 3 clusters Score -5806284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -5806270.000000 Penalty: 5114.379883
	Iteration 171Q: 3 clusters Score -5806270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5806276.000000 Penalty: 5114.379883
	Iteration 172Q: 3 clusters Score -5806276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5806276.000000 Penalty: 5114.379883
	Iteration 173F: 3 clusters Score -5806276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Entering Unmasked Estep 
Score: -4103973.250000 Penalty: 2454.060303
	Iteration 0F: 2 clusters Score -4103973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4091720.250000 Penalty: 4908.120605
	Iteration 0F: 3 clusters Score -4091720 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -4096375.500000 Penalty: 4908.120605
	Iteration 1F: 3 clusters Score -4096376 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4096775.000000 Penalty: 4908.120605
	Iteration 2F: 3 clusters Score -4096775 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4097089.750000 Penalty: 4908.120605
	Iteration 3Q: 3 clusters Score -4097090 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4097354.500000 Penalty: 4908.120605
	Iteration 4Q: 3 clusters Score -4097354 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4097573.250000 Penalty: 4908.120605
	Iteration 5Q: 3 clusters Score -4097573 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4097789.500000 Penalty: 4908.120605
	Iteration 6Q: 3 clusters Score -4097790 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4098103.500000 Penalty: 4908.120605
	Iteration 7Q: 3 clusters Score -4098104 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4098477.500000 Penalty: 4908.120605
	Iteration 8F: 3 clusters Score -4098478 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -4098890.250000 Penalty: 4908.120605
	Iteration 9F: 3 clusters Score -4098890 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4099427.750000 Penalty: 4908.120605
	Iteration 10Q: 3 clusters Score -4099428 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4099899.500000 Penalty: 4908.120605
	Iteration 11Q: 3 clusters Score -4099900 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4100358.000000 Penalty: 4908.120605
	Iteration 12Q: 3 clusters Score -4100358 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4100685.000000 Penalty: 4908.120605
	Iteration 13Q: 3 clusters Score -4100685 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4100908.500000 Penalty: 4908.120605
	Iteration 14Q: 3 clusters Score -4100908 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -4101066.000000 Penalty: 4908.120605
	Iteration 15Q: 3 clusters Score -4101066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4101192.750000 Penalty: 4908.120605
	Iteration 16Q: 3 clusters Score -4101193 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4101307.500000 Penalty: 4908.120605
	Iteration 17Q: 3 clusters Score -4101308 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4101387.750000 Penalty: 4908.120605
	Iteration 18Q: 3 clusters Score -4101388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -4101452.750000 Penalty: 4908.120605
	Iteration 19Q: 3 clusters Score -4101453 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -4101499.000000 Penalty: 4908.120605
	Iteration 20F: 3 clusters Score -4101499 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4101553.500000 Penalty: 4908.120605
	Iteration 21Q: 3 clusters Score -4101554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4101580.750000 Penalty: 4908.120605
	Iteration 22Q: 3 clusters Score -4101581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -4101592.500000 Penalty: 4908.120605
	Iteration 23Q: 3 clusters Score -4101592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4101625.500000 Penalty: 4908.120605
	Iteration 24Q: 3 clusters Score -4101626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4101647.000000 Penalty: 4908.120605
	Iteration 25Q: 3 clusters Score -4101647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4101673.750000 Penalty: 4908.120605
	Iteration 26Q: 3 clusters Score -4101674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4101693.500000 Penalty: 4908.120605
	Iteration 27Q: 3 clusters Score -4101694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4101702.500000 Penalty: 4908.120605
	Iteration 28Q: 3 clusters Score -4101702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4101726.750000 Penalty: 4908.120605
	Iteration 29Q: 3 clusters Score -4101727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4101743.750000 Penalty: 4908.120605
	Iteration 30Q: 3 clusters Score -4101744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4101749.750000 Penalty: 4908.120605
	Iteration 31Q: 3 clusters Score -4101750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4101754.750000 Penalty: 4908.120605
	Iteration 32Q: 3 clusters Score -4101755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4101760.250000 Penalty: 4908.120605
	Iteration 33Q: 3 clusters Score -4101760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4101772.750000 Penalty: 4908.120605
	Iteration 34Q: 3 clusters Score -4101773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4101773.750000 Penalty: 4908.120605
	Iteration 35Q: 3 clusters Score -4101774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4101779.250000 Penalty: 4908.120605
	Iteration 36Q: 3 clusters Score -4101779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4101779.250000 Penalty: 4908.120605
	Iteration 37Q: 3 clusters Score -4101779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4101783.250000 Penalty: 4908.120605
	Iteration 38Q: 3 clusters Score -4101783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4101784.750000 Penalty: 4908.120605
	Iteration 39Q: 3 clusters Score -4101785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4101790.000000 Penalty: 4908.120605
	Iteration 40F: 3 clusters Score -4101790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4101800.000000 Penalty: 4908.120605
	Iteration 41Q: 3 clusters Score -4101800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -4101806.500000 Penalty: 4908.120605
	Iteration 42Q: 3 clusters Score -4101806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4101807.750000 Penalty: 4908.120605
	Iteration 43Q: 3 clusters Score -4101808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4101806.250000 Penalty: 4908.120605
	Iteration 44Q: 3 clusters Score -4101806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4101812.000000 Penalty: 4908.120605
	Iteration 45Q: 3 clusters Score -4101812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4101813.250000 Penalty: 4908.120605
	Iteration 46Q: 3 clusters Score -4101813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4101813.250000 Penalty: 4908.120605
	Iteration 47F: 3 clusters Score -4101813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Entering Unmasked Estep 
Score: -8186852.000000 Penalty: 2650.693115
	Iteration 0F: 2 clusters Score -8186852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8158535.500000 Penalty: 5301.386230
	Iteration 0F: 3 clusters Score -8158536 nChanged 20120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -8169665.000000 Penalty: 5301.386230
	Iteration 1F: 3 clusters Score -8169665 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -8170376.000000 Penalty: 5301.386230
	Iteration 2Q: 3 clusters Score -8170376 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -8171125.500000 Penalty: 5301.386230
	Iteration 3Q: 3 clusters Score -8171126 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -8172212.500000 Penalty: 5301.386230
	Iteration 4F: 3 clusters Score -8172212 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -8173786.000000 Penalty: 5301.386230
	Iteration 5F: 3 clusters Score -8173786 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -8175983.500000 Penalty: 5301.386230
	Iteration 6F: 3 clusters Score -8175984 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -8178683.500000 Penalty: 5301.386230
	Iteration 7F: 3 clusters Score -8178684 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8181098.500000 Penalty: 5301.386230
	Iteration 8F: 3 clusters Score -8181098 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8182769.500000 Penalty: 5301.386230
	Iteration 9Q: 3 clusters Score -8182770 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8183727.000000 Penalty: 5301.386230
	Iteration 10Q: 3 clusters Score -8183727 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8184136.500000 Penalty: 5301.386230
	Iteration 11Q: 3 clusters Score -8184136 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8184317.000000 Penalty: 5301.386230
	Iteration 12Q: 3 clusters Score -8184317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8184405.000000 Penalty: 5301.386230
	Iteration 13Q: 3 clusters Score -8184405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8184468.500000 Penalty: 5301.386230
	Iteration 14Q: 3 clusters Score -8184468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8184486.000000 Penalty: 5301.386230
	Iteration 15Q: 3 clusters Score -8184486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8184517.000000 Penalty: 5301.386230
	Iteration 16Q: 3 clusters Score -8184517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8184539.000000 Penalty: 5301.386230
	Iteration 17Q: 3 clusters Score -8184539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8184557.500000 Penalty: 5301.386230
	Iteration 18Q: 3 clusters Score -8184558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8184559.000000 Penalty: 5301.386230
	Iteration 19Q: 3 clusters Score -8184559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8184580.500000 Penalty: 5301.386230
	Iteration 20F: 3 clusters Score -8184580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8184584.500000 Penalty: 5301.386230
	Iteration 21Q: 3 clusters Score -8184584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8184589.000000 Penalty: 5301.386230
	Iteration 22Q: 3 clusters Score -8184589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8184607.500000 Penalty: 5301.386230
	Iteration 23Q: 3 clusters Score -8184608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8184608.500000 Penalty: 5301.386230
	Iteration 24Q: 3 clusters Score -8184608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8184610.500000 Penalty: 5301.386230
	Iteration 25Q: 3 clusters Score -8184610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8184612.000000 Penalty: 5301.386230
	Iteration 26Q: 3 clusters Score -8184612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8184612.000000 Penalty: 5301.386230
	Iteration 27F: 3 clusters Score -8184612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181166.281250 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181166.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181455.375000 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181455.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181547.906250 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181547.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181600.953125 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -181646.078125 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181680.843750 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181680.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -181700.546875 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181700.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181718.484375 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181732.609375 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -181746.656250 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181746.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -181759.562500 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181773.671875 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181773.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181784.578125 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181784.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181794.453125 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181805.656250 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -181815.781250 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -181826.687500 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -181826.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -181838.375000 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -181838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -181853.968750 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -181854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181865.984375 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -181866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181873.125000 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -181873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181882.125000 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -181882.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -181889.328125 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -181889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181895.328125 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -181895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181898.531250 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -181898.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -181898.531250 Penalty: 3436.554688
	Iteration 25F: 3 clusters Score -181898.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Entering Unmasked Estep 
Score: -1879964.875000 Penalty: 2282.746826
	Iteration 0F: 2 clusters Score -1879965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1872313.000000 Penalty: 4565.493652
	Iteration 0F: 3 clusters Score -1872313 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1874532.000000 Penalty: 4565.493652
	Iteration 1F: 3 clusters Score -1874532 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1874784.750000 Penalty: 4565.493652
	Iteration 2F: 3 clusters Score -1874785 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1874966.625000 Penalty: 4565.493652
	Iteration 3Q: 3 clusters Score -1874967 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1875115.875000 Penalty: 4565.493652
	Iteration 4Q: 3 clusters Score -1875116 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1875243.125000 Penalty: 4565.493652
	Iteration 5Q: 3 clusters Score -1875243 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1875365.125000 Penalty: 4565.493652
	Iteration 6Q: 3 clusters Score -1875365 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1875474.875000 Penalty: 4565.493652
	Iteration 7Q: 3 clusters Score -1875475 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1875583.250000 Penalty: 4565.493652
	Iteration 8Q: 3 clusters Score -1875583 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1875713.625000 Penalty: 4565.493652
	Iteration 9Q: 3 clusters Score -1875714 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1875854.625000 Penalty: 4565.493652
	Iteration 10Q: 3 clusters Score -1875855 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1876033.750000 Penalty: 4565.493652
	Iteration 11Q: 3 clusters Score -1876034 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1876213.250000 Penalty: 4565.493652
	Iteration 12Q: 3 clusters Score -1876213 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1876426.500000 Penalty: 4565.493652
	Iteration 13Q: 3 clusters Score -1876426 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1876651.125000 Penalty: 4565.493652
	Iteration 14Q: 3 clusters Score -1876651 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1876862.000000 Penalty: 4565.493652
	Iteration 15Q: 3 clusters Score -1876862 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1877064.750000 Penalty: 4565.493652
	Iteration 16Q: 3 clusters Score -1877065 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1877289.125000 Penalty: 4565.493652
	Iteration 17Q: 3 clusters Score -1877289 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1877474.000000 Penalty: 4565.493652
	Iteration 18Q: 3 clusters Score -1877474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1877615.500000 Penalty: 4565.493652
	Iteration 19Q: 3 clusters Score -1877616 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1877721.625000 Penalty: 4565.493652
	Iteration 20F: 3 clusters Score -1877722 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1877791.000000 Penalty: 4565.493652
	Iteration 21Q: 3 clusters Score -1877791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1877845.250000 Penalty: 4565.493652
	Iteration 22Q: 3 clusters Score -1877845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1877882.750000 Penalty: 4565.493652
	Iteration 23Q: 3 clusters Score -1877883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1877908.375000 Penalty: 4565.493652
	Iteration 24Q: 3 clusters Score -1877908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1877928.250000 Penalty: 4565.493652
	Iteration 25Q: 3 clusters Score -1877928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1877944.250000 Penalty: 4565.493652
	Iteration 26Q: 3 clusters Score -1877944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1877952.250000 Penalty: 4565.493652
	Iteration 27Q: 3 clusters Score -1877952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1877960.125000 Penalty: 4565.493652
	Iteration 28Q: 3 clusters Score -1877960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1877968.000000 Penalty: 4565.493652
	Iteration 29Q: 3 clusters Score -1877968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1877973.625000 Penalty: 4565.493652
	Iteration 30Q: 3 clusters Score -1877974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1877984.250000 Penalty: 4565.493652
	Iteration 31Q: 3 clusters Score -1877984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1877990.625000 Penalty: 4565.493652
	Iteration 32Q: 3 clusters Score -1877991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1877993.625000 Penalty: 4565.493652
	Iteration 33Q: 3 clusters Score -1877994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1877998.500000 Penalty: 4565.493652
	Iteration 34Q: 3 clusters Score -1877998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1878000.125000 Penalty: 4565.493652
	Iteration 35Q: 3 clusters Score -1878000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1878004.500000 Penalty: 4565.493652
	Iteration 36Q: 3 clusters Score -1878004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1878013.375000 Penalty: 4565.493652
	Iteration 37Q: 3 clusters Score -1878013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1878014.625000 Penalty: 4565.493652
	Iteration 38Q: 3 clusters Score -1878015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1878014.875000 Penalty: 4565.493652
	Iteration 39Q: 3 clusters Score -1878015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1878018.750000 Penalty: 4565.493652
	Iteration 40F: 3 clusters Score -1878019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1878019.375000 Penalty: 4565.493652
	Iteration 41Q: 3 clusters Score -1878019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1878018.625000 Penalty: 4565.493652
	Iteration 42Q: 3 clusters Score -1878019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1878018.625000 Penalty: 4565.493652
	Iteration 43F: 3 clusters Score -1878019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Entering Unmasked Estep 
Score: -225508.437500 Penalty: 1747.568481
	Iteration 0F: 2 clusters Score -225508.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -223451.312500 Penalty: 3495.136963
	Iteration 0F: 3 clusters Score -223451.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -223792.734375 Penalty: 3495.136963
	Iteration 1F: 3 clusters Score -223792.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -223887.812500 Penalty: 3495.136963
	Iteration 2F: 3 clusters Score -223887.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -223962.500000 Penalty: 3495.136963
	Iteration 3Q: 3 clusters Score -223962.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -224023.250000 Penalty: 3495.136963
	Iteration 4Q: 3 clusters Score -224023.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -224053.515625 Penalty: 3495.136963
	Iteration 5Q: 3 clusters Score -224053.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -224088.734375 Penalty: 3495.136963
	Iteration 6Q: 3 clusters Score -224088.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224132.375000 Penalty: 3495.136963
	Iteration 7Q: 3 clusters Score -224132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -224201.453125 Penalty: 3495.136963
	Iteration 8Q: 3 clusters Score -224201.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -224269.437500 Penalty: 3495.136963
	Iteration 9Q: 3 clusters Score -224269.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -224328.796875 Penalty: 3495.136963
	Iteration 10Q: 3 clusters Score -224328.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -224382.375000 Penalty: 3495.136963
	Iteration 11Q: 3 clusters Score -224382.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -224426.406250 Penalty: 3495.136963
	Iteration 12Q: 3 clusters Score -224426.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -224460.859375 Penalty: 3495.136963
	Iteration 13Q: 3 clusters Score -224460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -224492.968750 Penalty: 3495.136963
	Iteration 14Q: 3 clusters Score -224493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -224531.875000 Penalty: 3495.136963
	Iteration 15Q: 3 clusters Score -224531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -224558.000000 Penalty: 3495.136963
	Iteration 16Q: 3 clusters Score -224558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -224574.843750 Penalty: 3495.136963
	Iteration 17Q: 3 clusters Score -224574.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -224593.406250 Penalty: 3495.136963
	Iteration 18Q: 3 clusters Score -224593.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -224618.468750 Penalty: 3495.136963
	Iteration 19Q: 3 clusters Score -224618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -224638.984375 Penalty: 3495.136963
	Iteration 20F: 3 clusters Score -224639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -224672.734375 Penalty: 3495.136963
	Iteration 21Q: 3 clusters Score -224672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -224698.687500 Penalty: 3495.136963
	Iteration 22Q: 3 clusters Score -224698.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -224726.171875 Penalty: 3495.136963
	Iteration 23Q: 3 clusters Score -224726.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -224751.625000 Penalty: 3495.136963
	Iteration 24Q: 3 clusters Score -224751.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -224772.062500 Penalty: 3495.136963
	Iteration 25Q: 3 clusters Score -224772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -224784.234375 Penalty: 3495.136963
	Iteration 26Q: 3 clusters Score -224784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -224793.625000 Penalty: 3495.136963
	Iteration 27Q: 3 clusters Score -224793.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -224809.828125 Penalty: 3495.136963
	Iteration 28Q: 3 clusters Score -224809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -224813.546875 Penalty: 3495.136963
	Iteration 29Q: 3 clusters Score -224813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -224816.984375 Penalty: 3495.136963
	Iteration 30Q: 3 clusters Score -224817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -224818.796875 Penalty: 3495.136963
	Iteration 31Q: 3 clusters Score -224818.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -224820.437500 Penalty: 3495.136963
	Iteration 32Q: 3 clusters Score -224820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -224823.578125 Penalty: 3495.136963
	Iteration 33Q: 3 clusters Score -224823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -224823.578125 Penalty: 3495.136963
	Iteration 34F: 3 clusters Score -224823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Entering Unmasked Estep 
Score: -5655147.000000 Penalty: 2560.385986
	Iteration 0F: 2 clusters Score -5655147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5634770.000000 Penalty: 5120.771973
	Iteration 0F: 3 clusters Score -5634770 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5642168.500000 Penalty: 5120.771973
	Iteration 1F: 3 clusters Score -5642168 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5642655.000000 Penalty: 5120.771973
	Iteration 2Q: 3 clusters Score -5642655 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -5643169.000000 Penalty: 5120.771973
	Iteration 3Q: 3 clusters Score -5643169 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5643758.000000 Penalty: 5120.771973
	Iteration 4Q: 3 clusters Score -5643758 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5644520.500000 Penalty: 5120.771973
	Iteration 5Q: 3 clusters Score -5644520 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -5645694.500000 Penalty: 5120.771973
	Iteration 6F: 3 clusters Score -5645694 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5647182.500000 Penalty: 5120.771973
	Iteration 7F: 3 clusters Score -5647182 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5648902.000000 Penalty: 5120.771973
	Iteration 8F: 3 clusters Score -5648902 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5650445.500000 Penalty: 5120.771973
	Iteration 9F: 3 clusters Score -5650446 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5651558.500000 Penalty: 5120.771973
	Iteration 10Q: 3 clusters Score -5651558 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -5652228.000000 Penalty: 5120.771973
	Iteration 11Q: 3 clusters Score -5652228 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5652588.000000 Penalty: 5120.771973
	Iteration 12Q: 3 clusters Score -5652588 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5652799.000000 Penalty: 5120.771973
	Iteration 13Q: 3 clusters Score -5652799 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5652908.000000 Penalty: 5120.771973
	Iteration 14Q: 3 clusters Score -5652908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -5652981.000000 Penalty: 5120.771973
	Iteration 15Q: 3 clusters Score -5652981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -5653035.000000 Penalty: 5120.771973
	Iteration 16Q: 3 clusters Score -5653035 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -5653057.500000 Penalty: 5120.771973
	Iteration 17Q: 3 clusters Score -5653058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5653079.000000 Penalty: 5120.771973
	Iteration 18Q: 3 clusters Score -5653079 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -5653101.500000 Penalty: 5120.771973
	Iteration 19Q: 3 clusters Score -5653102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5653116.500000 Penalty: 5120.771973
	Iteration 20F: 3 clusters Score -5653116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5653137.000000 Penalty: 5120.771973
	Iteration 21Q: 3 clusters Score -5653137 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5653146.500000 Penalty: 5120.771973
	Iteration 22Q: 3 clusters Score -5653146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -5653148.000000 Penalty: 5120.771973
	Iteration 23Q: 3 clusters Score -5653148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -5653156.000000 Penalty: 5120.771973
	Iteration 24Q: 3 clusters Score -5653156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -5653154.500000 Penalty: 5120.771973
	Iteration 25Q: 3 clusters Score -5653154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5653154.000000 Penalty: 5120.771973
	Iteration 26Q: 3 clusters Score -5653154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -5653159.000000 Penalty: 5120.771973
	Iteration 27Q: 3 clusters Score -5653159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -5653165.000000 Penalty: 5120.771973
	Iteration 28Q: 3 clusters Score -5653165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -5653162.000000 Penalty: 5120.771973
	Iteration 29Q: 3 clusters Score -5653162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5653161.000000 Penalty: 5120.771973
	Iteration 30Q: 3 clusters Score -5653161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5653165.500000 Penalty: 5120.771973
	Iteration 31Q: 3 clusters Score -5653166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5653173.000000 Penalty: 5120.771973
	Iteration 32Q: 3 clusters Score -5653173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -5653177.500000 Penalty: 5120.771973
	Iteration 33Q: 3 clusters Score -5653178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5653179.500000 Penalty: 5120.771973
	Iteration 34Q: 3 clusters Score -5653180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -5653176.000000 Penalty: 5120.771973
	Iteration 35Q: 3 clusters Score -5653176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -5653178.000000 Penalty: 5120.771973
	Iteration 36Q: 3 clusters Score -5653178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -5653180.500000 Penalty: 5120.771973
	Iteration 37Q: 3 clusters Score -5653180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5653182.500000 Penalty: 5120.771973
	Iteration 38Q: 3 clusters Score -5653182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5653182.500000 Penalty: 5120.771973
	Iteration 39F: 3 clusters Score -5653182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Entering Unmasked Estep 
Score: -5335961.500000 Penalty: 2526.266602
	Iteration 0F: 2 clusters Score -5335962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -5319056.500000 Penalty: 5052.533203
	Iteration 0F: 3 clusters Score -5319056 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -5325322.500000 Penalty: 5052.533203
	Iteration 1F: 3 clusters Score -5325322 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -5325729.000000 Penalty: 5052.533203
	Iteration 2Q: 3 clusters Score -5325729 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -5326054.500000 Penalty: 5052.533203
	Iteration 3Q: 3 clusters Score -5326054 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5326334.500000 Penalty: 5052.533203
	Iteration 4Q: 3 clusters Score -5326334 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5326553.500000 Penalty: 5052.533203
	Iteration 5Q: 3 clusters Score -5326554 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5326816.000000 Penalty: 5052.533203
	Iteration 6Q: 3 clusters Score -5326816 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5327073.500000 Penalty: 5052.533203
	Iteration 7Q: 3 clusters Score -5327074 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -5327414.000000 Penalty: 5052.533203
	Iteration 8Q: 3 clusters Score -5327414 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -5327816.000000 Penalty: 5052.533203
	Iteration 9Q: 3 clusters Score -5327816 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -5328356.000000 Penalty: 5052.533203
	Iteration 10Q: 3 clusters Score -5328356 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5329027.500000 Penalty: 5052.533203
	Iteration 11Q: 3 clusters Score -5329028 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5329833.000000 Penalty: 5052.533203
	Iteration 12Q: 3 clusters Score -5329833 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5330486.000000 Penalty: 5052.533203
	Iteration 13Q: 3 clusters Score -5330486 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5330961.000000 Penalty: 5052.533203
	Iteration 14Q: 3 clusters Score -5330961 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5331330.000000 Penalty: 5052.533203
	Iteration 15Q: 3 clusters Score -5331330 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5331523.500000 Penalty: 5052.533203
	Iteration 16Q: 3 clusters Score -5331524 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5331664.000000 Penalty: 5052.533203
	Iteration 17Q: 3 clusters Score -5331664 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5331769.000000 Penalty: 5052.533203
	Iteration 18Q: 3 clusters Score -5331769 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5331898.000000 Penalty: 5052.533203
	Iteration 19Q: 3 clusters Score -5331898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5332051.000000 Penalty: 5052.533203
	Iteration 20F: 3 clusters Score -5332051 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5332180.500000 Penalty: 5052.533203
	Iteration 21Q: 3 clusters Score -5332180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5332286.000000 Penalty: 5052.533203
	Iteration 22Q: 3 clusters Score -5332286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5332438.500000 Penalty: 5052.533203
	Iteration 23Q: 3 clusters Score -5332438 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -5332609.000000 Penalty: 5052.533203
	Iteration 24Q: 3 clusters Score -5332609 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -5332792.000000 Penalty: 5052.533203
	Iteration 25Q: 3 clusters Score -5332792 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -5332937.500000 Penalty: 5052.533203
	Iteration 26Q: 3 clusters Score -5332938 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -5333082.000000 Penalty: 5052.533203
	Iteration 27Q: 3 clusters Score -5333082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -5333251.500000 Penalty: 5052.533203
	Iteration 28Q: 3 clusters Score -5333252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5333361.500000 Penalty: 5052.533203
	Iteration 29Q: 3 clusters Score -5333362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5333452.500000 Penalty: 5052.533203
	Iteration 30Q: 3 clusters Score -5333452 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5333512.500000 Penalty: 5052.533203
	Iteration 31Q: 3 clusters Score -5333512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5333577.000000 Penalty: 5052.533203
	Iteration 32Q: 3 clusters Score -5333577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -5333613.500000 Penalty: 5052.533203
	Iteration 33Q: 3 clusters Score -5333614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5333665.000000 Penalty: 5052.533203
	Iteration 34Q: 3 clusters Score -5333665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5333722.500000 Penalty: 5052.533203
	Iteration 35Q: 3 clusters Score -5333722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5333764.500000 Penalty: 5052.533203
	Iteration 36Q: 3 clusters Score -5333764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5333797.500000 Penalty: 5052.533203
	Iteration 37Q: 3 clusters Score -5333798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -5333823.000000 Penalty: 5052.533203
	Iteration 38Q: 3 clusters Score -5333823 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5333880.000000 Penalty: 5052.533203
	Iteration 39Q: 3 clusters Score -5333880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -5333902.000000 Penalty: 5052.533203
	Iteration 40F: 3 clusters Score -5333902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5333911.500000 Penalty: 5052.533203
	Iteration 41Q: 3 clusters Score -5333912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5333919.000000 Penalty: 5052.533203
	Iteration 42Q: 3 clusters Score -5333919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -5333922.500000 Penalty: 5052.533203
	Iteration 43Q: 3 clusters Score -5333922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5333931.000000 Penalty: 5052.533203
	Iteration 44Q: 3 clusters Score -5333931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5333946.000000 Penalty: 5052.533203
	Iteration 45Q: 3 clusters Score -5333946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -5333951.000000 Penalty: 5052.533203
	Iteration 46Q: 3 clusters Score -5333951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5333958.000000 Penalty: 5052.533203
	Iteration 47Q: 3 clusters Score -5333958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5333960.000000 Penalty: 5052.533203
	Iteration 48Q: 3 clusters Score -5333960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -5333954.000000 Penalty: 5052.533203
	Iteration 49Q: 3 clusters Score -5333954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5333960.500000 Penalty: 5052.533203
	Iteration 50Q: 3 clusters Score -5333960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5333960.000000 Penalty: 5052.533203
	Iteration 51Q: 3 clusters Score -5333960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5333970.500000 Penalty: 5052.533203
	Iteration 52Q: 3 clusters Score -5333970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5333969.500000 Penalty: 5052.533203
	Iteration 53Q: 3 clusters Score -5333970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -5333970.000000 Penalty: 5052.533203
	Iteration 54Q: 3 clusters Score -5333970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5333974.000000 Penalty: 5052.533203
	Iteration 55Q: 3 clusters Score -5333974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -5333970.000000 Penalty: 5052.533203
	Iteration 56Q: 3 clusters Score -5333970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5333972.000000 Penalty: 5052.533203
	Iteration 57Q: 3 clusters Score -5333972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5333972.000000 Penalty: 5052.533203
	Iteration 58F: 3 clusters Score -5333972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -4852755.000000 Penalty: 2500.597656
	Iteration 0F: 2 clusters Score -4852755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4837289.500000 Penalty: 5001.195312
	Iteration 0F: 3 clusters Score -4837290 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -4843033.500000 Penalty: 5001.195312
	Iteration 1F: 3 clusters Score -4843034 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4843504.500000 Penalty: 5001.195312
	Iteration 2F: 3 clusters Score -4843504 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -4843992.500000 Penalty: 5001.195312
	Iteration 3Q: 3 clusters Score -4843992 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4844532.500000 Penalty: 5001.195312
	Iteration 4Q: 3 clusters Score -4844532 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4845323.500000 Penalty: 5001.195312
	Iteration 5Q: 3 clusters Score -4845324 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -4846269.000000 Penalty: 5001.195312
	Iteration 6F: 3 clusters Score -4846269 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4847338.500000 Penalty: 5001.195312
	Iteration 7F: 3 clusters Score -4847338 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -4848464.500000 Penalty: 5001.195312
	Iteration 8F: 3 clusters Score -4848464 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4849563.000000 Penalty: 5001.195312
	Iteration 9F: 3 clusters Score -4849563 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4850419.000000 Penalty: 5001.195312
	Iteration 10F: 3 clusters Score -4850419 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4850937.500000 Penalty: 5001.195312
	Iteration 11Q: 3 clusters Score -4850938 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4851239.500000 Penalty: 5001.195312
	Iteration 12Q: 3 clusters Score -4851240 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4851445.500000 Penalty: 5001.195312
	Iteration 13Q: 3 clusters Score -4851446 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -4851633.000000 Penalty: 5001.195312
	Iteration 14Q: 3 clusters Score -4851633 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4851715.000000 Penalty: 5001.195312
	Iteration 15Q: 3 clusters Score -4851715 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4851746.000000 Penalty: 5001.195312
	Iteration 16Q: 3 clusters Score -4851746 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -4851762.000000 Penalty: 5001.195312
	Iteration 17Q: 3 clusters Score -4851762 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4851764.000000 Penalty: 5001.195312
	Iteration 18Q: 3 clusters Score -4851764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -4851732.000000 Penalty: 5001.195312
	Iteration 19Q: 3 clusters Score -4851732 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4851714.000000 Penalty: 5001.195312
	Iteration 20F: 3 clusters Score -4851714 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4851699.500000 Penalty: 5001.195312
	Iteration 21Q: 3 clusters Score -4851700 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4851667.500000 Penalty: 5001.195312
	Iteration 22Q: 3 clusters Score -4851668 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4851638.500000 Penalty: 5001.195312
	Iteration 23Q: 3 clusters Score -4851638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4851612.000000 Penalty: 5001.195312
	Iteration 24Q: 3 clusters Score -4851612 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4851602.500000 Penalty: 5001.195312
	Iteration 25Q: 3 clusters Score -4851602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -4851559.500000 Penalty: 5001.195312
	Iteration 26Q: 3 clusters Score -4851560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4851549.000000 Penalty: 5001.195312
	Iteration 27Q: 3 clusters Score -4851549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4851534.500000 Penalty: 5001.195312
	Iteration 28Q: 3 clusters Score -4851534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4851527.500000 Penalty: 5001.195312
	Iteration 29Q: 3 clusters Score -4851528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4851536.500000 Penalty: 5001.195312
	Iteration 30Q: 3 clusters Score -4851536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4851532.500000 Penalty: 5001.195312
	Iteration 31Q: 3 clusters Score -4851532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4851522.500000 Penalty: 5001.195312
	Iteration 32Q: 3 clusters Score -4851522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4851517.000000 Penalty: 5001.195312
	Iteration 33Q: 3 clusters Score -4851517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4851498.000000 Penalty: 5001.195312
	Iteration 34Q: 3 clusters Score -4851498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4851492.000000 Penalty: 5001.195312
	Iteration 35Q: 3 clusters Score -4851492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -4851476.500000 Penalty: 5001.195312
	Iteration 36Q: 3 clusters Score -4851476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4851479.500000 Penalty: 5001.195312
	Iteration 37Q: 3 clusters Score -4851480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -4851468.000000 Penalty: 5001.195312
	Iteration 38Q: 3 clusters Score -4851468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4851464.500000 Penalty: 5001.195312
	Iteration 39Q: 3 clusters Score -4851464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4851450.500000 Penalty: 5001.195312
	Iteration 40F: 3 clusters Score -4851450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4851451.500000 Penalty: 5001.195312
	Iteration 41Q: 3 clusters Score -4851452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4851442.500000 Penalty: 5001.195312
	Iteration 42Q: 3 clusters Score -4851442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4851438.000000 Penalty: 5001.195312
	Iteration 43Q: 3 clusters Score -4851438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4851432.000000 Penalty: 5001.195312
	Iteration 44Q: 3 clusters Score -4851432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -4851438.000000 Penalty: 5001.195312
	Iteration 45Q: 3 clusters Score -4851438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4851433.000000 Penalty: 5001.195312
	Iteration 46Q: 3 clusters Score -4851433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4851433.000000 Penalty: 5001.195312
	Iteration 47Q: 3 clusters Score -4851433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4851435.500000 Penalty: 5001.195312
	Iteration 48Q: 3 clusters Score -4851436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4851430.500000 Penalty: 5001.195312
	Iteration 49Q: 3 clusters Score -4851430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4851434.000000 Penalty: 5001.195312
	Iteration 50Q: 3 clusters Score -4851434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4851428.500000 Penalty: 5001.195312
	Iteration 51Q: 3 clusters Score -4851428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4851416.000000 Penalty: 5001.195312
	Iteration 52Q: 3 clusters Score -4851416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4851413.000000 Penalty: 5001.195312
	Iteration 53Q: 3 clusters Score -4851413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4851414.000000 Penalty: 5001.195312
	Iteration 54Q: 3 clusters Score -4851414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4851410.000000 Penalty: 5001.195312
	Iteration 55Q: 3 clusters Score -4851410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4851415.000000 Penalty: 5001.195312
	Iteration 56Q: 3 clusters Score -4851415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4851420.500000 Penalty: 5001.195312
	Iteration 57Q: 3 clusters Score -4851420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -4851418.500000 Penalty: 5001.195312
	Iteration 58Q: 3 clusters Score -4851418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4851420.500000 Penalty: 5001.195312
	Iteration 59Q: 3 clusters Score -4851420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4851423.000000 Penalty: 5001.195312
	Iteration 60F: 3 clusters Score -4851423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4851429.000000 Penalty: 5001.195312
	Iteration 61Q: 3 clusters Score -4851429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4851427.500000 Penalty: 5001.195312
	Iteration 62Q: 3 clusters Score -4851428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4851423.500000 Penalty: 5001.195312
	Iteration 63Q: 3 clusters Score -4851424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4851419.000000 Penalty: 5001.195312
	Iteration 64Q: 3 clusters Score -4851419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4851414.500000 Penalty: 5001.195312
	Iteration 65Q: 3 clusters Score -4851414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4851409.000000 Penalty: 5001.195312
	Iteration 66Q: 3 clusters Score -4851409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4851407.000000 Penalty: 5001.195312
	Iteration 67Q: 3 clusters Score -4851407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4851408.000000 Penalty: 5001.195312
	Iteration 68Q: 3 clusters Score -4851408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4851395.000000 Penalty: 5001.195312
	Iteration 69Q: 3 clusters Score -4851395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4851399.000000 Penalty: 5001.195312
	Iteration 70Q: 3 clusters Score -4851399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4851404.500000 Penalty: 5001.195312
	Iteration 71Q: 3 clusters Score -4851404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4851404.000000 Penalty: 5001.195312
	Iteration 72Q: 3 clusters Score -4851404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4851398.000000 Penalty: 5001.195312
	Iteration 73Q: 3 clusters Score -4851398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4851394.000000 Penalty: 5001.195312
	Iteration 74Q: 3 clusters Score -4851394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4851395.000000 Penalty: 5001.195312
	Iteration 75Q: 3 clusters Score -4851395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4851398.500000 Penalty: 5001.195312
	Iteration 76Q: 3 clusters Score -4851398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4851397.500000 Penalty: 5001.195312
	Iteration 77Q: 3 clusters Score -4851398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4851404.500000 Penalty: 5001.195312
	Iteration 78Q: 3 clusters Score -4851404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4851399.500000 Penalty: 5001.195312
	Iteration 79Q: 3 clusters Score -4851400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4851399.500000 Penalty: 5001.195312
	Iteration 80F: 3 clusters Score -4851400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Entering Unmasked Estep 
Score: -8193035.500000 Penalty: 2650.851562
	Iteration 0F: 2 clusters Score -8193036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8164259.000000 Penalty: 5301.703125
	Iteration 0F: 3 clusters Score -8164259 nChanged 20206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8175411.000000 Penalty: 5301.703125
	Iteration 1F: 3 clusters Score -8175411 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8175829.000000 Penalty: 5301.703125
	Iteration 2Q: 3 clusters Score -8175829 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -8176233.000000 Penalty: 5301.703125
	Iteration 3Q: 3 clusters Score -8176233 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -8176653.500000 Penalty: 5301.703125
	Iteration 4Q: 3 clusters Score -8176654 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8177199.500000 Penalty: 5301.703125
	Iteration 5Q: 3 clusters Score -8177200 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -8177988.000000 Penalty: 5301.703125
	Iteration 6Q: 3 clusters Score -8177988 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8179260.000000 Penalty: 5301.703125
	Iteration 7F: 3 clusters Score -8179260 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8181187.000000 Penalty: 5301.703125
	Iteration 8F: 3 clusters Score -8181187 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8183744.500000 Penalty: 5301.703125
	Iteration 9F: 3 clusters Score -8183744 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -8186490.500000 Penalty: 5301.703125
	Iteration 10F: 3 clusters Score -8186490 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8188509.000000 Penalty: 5301.703125
	Iteration 11F: 3 clusters Score -8188509 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8189629.000000 Penalty: 5301.703125
	Iteration 12Q: 3 clusters Score -8189629 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8190156.000000 Penalty: 5301.703125
	Iteration 13Q: 3 clusters Score -8190156 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8190385.000000 Penalty: 5301.703125
	Iteration 14Q: 3 clusters Score -8190385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8190506.500000 Penalty: 5301.703125
	Iteration 15Q: 3 clusters Score -8190506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8190566.000000 Penalty: 5301.703125
	Iteration 16Q: 3 clusters Score -8190566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8190607.000000 Penalty: 5301.703125
	Iteration 17Q: 3 clusters Score -8190607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8190643.500000 Penalty: 5301.703125
	Iteration 18Q: 3 clusters Score -8190644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -8190684.500000 Penalty: 5301.703125
	Iteration 19Q: 3 clusters Score -8190684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8190707.000000 Penalty: 5301.703125
	Iteration 20F: 3 clusters Score -8190707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -8190743.500000 Penalty: 5301.703125
	Iteration 21Q: 3 clusters Score -8190744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -8190748.000000 Penalty: 5301.703125
	Iteration 22Q: 3 clusters Score -8190748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8190751.500000 Penalty: 5301.703125
	Iteration 23Q: 3 clusters Score -8190752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8190754.000000 Penalty: 5301.703125
	Iteration 24Q: 3 clusters Score -8190754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8190754.500000 Penalty: 5301.703125
	Iteration 25Q: 3 clusters Score -8190754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -8190755.500000 Penalty: 5301.703125
	Iteration 26Q: 3 clusters Score -8190756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -8190755.500000 Penalty: 5301.703125
	Iteration 27F: 3 clusters Score -8190756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -124999.296875 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -124999.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -123311.445312 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -123311.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -123624.906250 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -123624.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -123748.593750 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -123748.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -123838.804688 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -123838.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -123897.179688 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -123897.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -123919.226562 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -123919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -123942.078125 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -123942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -123973.671875 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -123973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123979.531250 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -123979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -123986.515625 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -123986.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123994.882812 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -123994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124020.468750 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -124020.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124044.492188 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -124044.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124055.554688 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -124055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124062.226562 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -124062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -124070.734375 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -124070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124084.312500 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -124084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124092.820312 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -124092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124098.304688 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -124098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124101.062500 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -124101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124101.062500 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -124101.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Entering Unmasked Estep 
Score: -5048225.500000 Penalty: 2531.928711
	Iteration 0F: 2 clusters Score -5048226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5029556.500000 Penalty: 5063.857422
	Iteration 0F: 3 clusters Score -5029556 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5036216.500000 Penalty: 5063.857422
	Iteration 1F: 3 clusters Score -5036216 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5036639.500000 Penalty: 5063.857422
	Iteration 2Q: 3 clusters Score -5036640 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5037023.000000 Penalty: 5063.857422
	Iteration 3Q: 3 clusters Score -5037023 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5037396.000000 Penalty: 5063.857422
	Iteration 4Q: 3 clusters Score -5037396 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -5037798.000000 Penalty: 5063.857422
	Iteration 5Q: 3 clusters Score -5037798 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5038362.000000 Penalty: 5063.857422
	Iteration 6Q: 3 clusters Score -5038362 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -5039115.500000 Penalty: 5063.857422
	Iteration 7Q: 3 clusters Score -5039116 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5040157.000000 Penalty: 5063.857422
	Iteration 8F: 3 clusters Score -5040157 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -5041441.000000 Penalty: 5063.857422
	Iteration 9F: 3 clusters Score -5041441 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -5042804.500000 Penalty: 5063.857422
	Iteration 10F: 3 clusters Score -5042804 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5043999.000000 Penalty: 5063.857422
	Iteration 11Q: 3 clusters Score -5043999 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5044817.000000 Penalty: 5063.857422
	Iteration 12Q: 3 clusters Score -5044817 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5045359.000000 Penalty: 5063.857422
	Iteration 13Q: 3 clusters Score -5045359 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5045637.500000 Penalty: 5063.857422
	Iteration 14Q: 3 clusters Score -5045638 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5045817.500000 Penalty: 5063.857422
	Iteration 15Q: 3 clusters Score -5045818 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5045902.500000 Penalty: 5063.857422
	Iteration 16Q: 3 clusters Score -5045902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5045952.000000 Penalty: 5063.857422
	Iteration 17Q: 3 clusters Score -5045952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5045981.500000 Penalty: 5063.857422
	Iteration 18Q: 3 clusters Score -5045982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -5046008.500000 Penalty: 5063.857422
	Iteration 19Q: 3 clusters Score -5046008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5046038.500000 Penalty: 5063.857422
	Iteration 20F: 3 clusters Score -5046038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5046054.000000 Penalty: 5063.857422
	Iteration 21Q: 3 clusters Score -5046054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -5046062.000000 Penalty: 5063.857422
	Iteration 22Q: 3 clusters Score -5046062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5046070.500000 Penalty: 5063.857422
	Iteration 23Q: 3 clusters Score -5046070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5046068.500000 Penalty: 5063.857422
	Iteration 24Q: 3 clusters Score -5046068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -5046067.500000 Penalty: 5063.857422
	Iteration 25Q: 3 clusters Score -5046068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5046071.000000 Penalty: 5063.857422
	Iteration 26Q: 3 clusters Score -5046071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5046069.500000 Penalty: 5063.857422
	Iteration 27Q: 3 clusters Score -5046070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5046069.500000 Penalty: 5063.857422
	Iteration 28F: 3 clusters Score -5046070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Entering Unmasked Estep 
Score: -5228097.500000 Penalty: 2514.783936
	Iteration 0F: 2 clusters Score -5228098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -5213045.500000 Penalty: 5029.567871
	Iteration 0F: 3 clusters Score -5213046 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -5219234.000000 Penalty: 5029.567871
	Iteration 1F: 3 clusters Score -5219234 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5219577.500000 Penalty: 5029.567871
	Iteration 2F: 3 clusters Score -5219578 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5219855.500000 Penalty: 5029.567871
	Iteration 3Q: 3 clusters Score -5219856 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -5220114.500000 Penalty: 5029.567871
	Iteration 4Q: 3 clusters Score -5220114 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5220336.500000 Penalty: 5029.567871
	Iteration 5Q: 3 clusters Score -5220336 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -5220563.500000 Penalty: 5029.567871
	Iteration 6Q: 3 clusters Score -5220564 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -5220780.500000 Penalty: 5029.567871
	Iteration 7Q: 3 clusters Score -5220780 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5221098.500000 Penalty: 5029.567871
	Iteration 8Q: 3 clusters Score -5221098 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5221597.000000 Penalty: 5029.567871
	Iteration 9Q: 3 clusters Score -5221597 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5222265.500000 Penalty: 5029.567871
	Iteration 10Q: 3 clusters Score -5222266 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5223154.000000 Penalty: 5029.567871
	Iteration 11F: 3 clusters Score -5223154 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5223927.000000 Penalty: 5029.567871
	Iteration 12F: 3 clusters Score -5223927 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5224369.000000 Penalty: 5029.567871
	Iteration 13Q: 3 clusters Score -5224369 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5224604.000000 Penalty: 5029.567871
	Iteration 14Q: 3 clusters Score -5224604 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5224785.500000 Penalty: 5029.567871
	Iteration 15Q: 3 clusters Score -5224786 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5224950.000000 Penalty: 5029.567871
	Iteration 16Q: 3 clusters Score -5224950 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -5225133.000000 Penalty: 5029.567871
	Iteration 17Q: 3 clusters Score -5225133 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -5225322.000000 Penalty: 5029.567871
	Iteration 18Q: 3 clusters Score -5225322 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5225529.000000 Penalty: 5029.567871
	Iteration 19Q: 3 clusters Score -5225529 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5225712.500000 Penalty: 5029.567871
	Iteration 20F: 3 clusters Score -5225712 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -5225902.000000 Penalty: 5029.567871
	Iteration 21Q: 3 clusters Score -5225902 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5226097.000000 Penalty: 5029.567871
	Iteration 22Q: 3 clusters Score -5226097 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5226216.000000 Penalty: 5029.567871
	Iteration 23Q: 3 clusters Score -5226216 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5226360.000000 Penalty: 5029.567871
	Iteration 24Q: 3 clusters Score -5226360 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -5226431.500000 Penalty: 5029.567871
	Iteration 25Q: 3 clusters Score -5226432 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5226576.000000 Penalty: 5029.567871
	Iteration 26Q: 3 clusters Score -5226576 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5226662.000000 Penalty: 5029.567871
	Iteration 27Q: 3 clusters Score -5226662 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5226700.000000 Penalty: 5029.567871
	Iteration 28Q: 3 clusters Score -5226700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5226797.000000 Penalty: 5029.567871
	Iteration 29Q: 3 clusters Score -5226797 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -5226833.500000 Penalty: 5029.567871
	Iteration 30Q: 3 clusters Score -5226834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5226873.500000 Penalty: 5029.567871
	Iteration 31Q: 3 clusters Score -5226874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5226895.500000 Penalty: 5029.567871
	Iteration 32Q: 3 clusters Score -5226896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5226910.000000 Penalty: 5029.567871
	Iteration 33Q: 3 clusters Score -5226910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -5226964.500000 Penalty: 5029.567871
	Iteration 34Q: 3 clusters Score -5226964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -5226964.500000 Penalty: 5029.567871
	Iteration 35Q: 3 clusters Score -5226964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5226994.000000 Penalty: 5029.567871
	Iteration 36Q: 3 clusters Score -5226994 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5227029.000000 Penalty: 5029.567871
	Iteration 37Q: 3 clusters Score -5227029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5227018.000000 Penalty: 5029.567871
	Iteration 38Q: 3 clusters Score -5227018 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5227024.000000 Penalty: 5029.567871
	Iteration 39Q: 3 clusters Score -5227024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5227050.500000 Penalty: 5029.567871
	Iteration 40F: 3 clusters Score -5227050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -5227053.500000 Penalty: 5029.567871
	Iteration 41Q: 3 clusters Score -5227054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5227061.000000 Penalty: 5029.567871
	Iteration 42Q: 3 clusters Score -5227061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5227051.000000 Penalty: 5029.567871
	Iteration 43Q: 3 clusters Score -5227051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -5227055.500000 Penalty: 5029.567871
	Iteration 44Q: 3 clusters Score -5227056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5227057.500000 Penalty: 5029.567871
	Iteration 45Q: 3 clusters Score -5227058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -5227069.000000 Penalty: 5029.567871
	Iteration 46Q: 3 clusters Score -5227069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5227079.000000 Penalty: 5029.567871
	Iteration 47Q: 3 clusters Score -5227079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -5227079.500000 Penalty: 5029.567871
	Iteration 48Q: 3 clusters Score -5227080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5227078.500000 Penalty: 5029.567871
	Iteration 49Q: 3 clusters Score -5227078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5227080.000000 Penalty: 5029.567871
	Iteration 50Q: 3 clusters Score -5227080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -5227090.500000 Penalty: 5029.567871
	Iteration 51Q: 3 clusters Score -5227090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5227082.000000 Penalty: 5029.567871
	Iteration 52Q: 3 clusters Score -5227082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5227074.000000 Penalty: 5029.567871
	Iteration 53Q: 3 clusters Score -5227074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5227078.500000 Penalty: 5029.567871
	Iteration 54Q: 3 clusters Score -5227078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -5227082.000000 Penalty: 5029.567871
	Iteration 55Q: 3 clusters Score -5227082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5227091.000000 Penalty: 5029.567871
	Iteration 56Q: 3 clusters Score -5227091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5227092.000000 Penalty: 5029.567871
	Iteration 57Q: 3 clusters Score -5227092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5227102.500000 Penalty: 5029.567871
	Iteration 58Q: 3 clusters Score -5227102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5227106.500000 Penalty: 5029.567871
	Iteration 59Q: 3 clusters Score -5227106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5227109.000000 Penalty: 5029.567871
	Iteration 60F: 3 clusters Score -5227109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227109.500000 Penalty: 5029.567871
	Iteration 61Q: 3 clusters Score -5227110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227122.000000 Penalty: 5029.567871
	Iteration 62Q: 3 clusters Score -5227122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5227119.000000 Penalty: 5029.567871
	Iteration 63Q: 3 clusters Score -5227119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5227120.500000 Penalty: 5029.567871
	Iteration 64Q: 3 clusters Score -5227120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5227129.500000 Penalty: 5029.567871
	Iteration 65Q: 3 clusters Score -5227130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5227125.000000 Penalty: 5029.567871
	Iteration 66Q: 3 clusters Score -5227125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227125.500000 Penalty: 5029.567871
	Iteration 67Q: 3 clusters Score -5227126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5227126.500000 Penalty: 5029.567871
	Iteration 68Q: 3 clusters Score -5227126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5227137.000000 Penalty: 5029.567871
	Iteration 69Q: 3 clusters Score -5227137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -5227136.000000 Penalty: 5029.567871
	Iteration 70Q: 3 clusters Score -5227136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5227126.000000 Penalty: 5029.567871
	Iteration 71Q: 3 clusters Score -5227126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227133.000000 Penalty: 5029.567871
	Iteration 72Q: 3 clusters Score -5227133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227126.500000 Penalty: 5029.567871
	Iteration 73Q: 3 clusters Score -5227126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5227132.000000 Penalty: 5029.567871
	Iteration 74Q: 3 clusters Score -5227132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5227133.500000 Penalty: 5029.567871
	Iteration 75Q: 3 clusters Score -5227134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227130.000000 Penalty: 5029.567871
	Iteration 76Q: 3 clusters Score -5227130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5227130.000000 Penalty: 5029.567871
	Iteration 77F: 3 clusters Score -5227130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Entering Unmasked Estep 
Score: -6222670.000000 Penalty: 2573.770020
	Iteration 0F: 2 clusters Score -6222670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -6203214.500000 Penalty: 5147.540039
	Iteration 0F: 3 clusters Score -6203214 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -6211092.000000 Penalty: 5147.540039
	Iteration 1F: 3 clusters Score -6211092 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6211508.000000 Penalty: 5147.540039
	Iteration 2Q: 3 clusters Score -6211508 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6211865.500000 Penalty: 5147.540039
	Iteration 3Q: 3 clusters Score -6211866 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -6212174.000000 Penalty: 5147.540039
	Iteration 4Q: 3 clusters Score -6212174 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -6212572.000000 Penalty: 5147.540039
	Iteration 5Q: 3 clusters Score -6212572 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -6213010.500000 Penalty: 5147.540039
	Iteration 6Q: 3 clusters Score -6213010 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6213489.000000 Penalty: 5147.540039
	Iteration 7Q: 3 clusters Score -6213489 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -6214156.000000 Penalty: 5147.540039
	Iteration 8Q: 3 clusters Score -6214156 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -6215107.000000 Penalty: 5147.540039
	Iteration 9Q: 3 clusters Score -6215107 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6216514.000000 Penalty: 5147.540039
	Iteration 10F: 3 clusters Score -6216514 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6217690.000000 Penalty: 5147.540039
	Iteration 11F: 3 clusters Score -6217690 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -6218600.500000 Penalty: 5147.540039
	Iteration 12Q: 3 clusters Score -6218600 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6219246.000000 Penalty: 5147.540039
	Iteration 13Q: 3 clusters Score -6219246 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -6219718.500000 Penalty: 5147.540039
	Iteration 14Q: 3 clusters Score -6219718 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6219979.500000 Penalty: 5147.540039
	Iteration 15Q: 3 clusters Score -6219980 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6220134.500000 Penalty: 5147.540039
	Iteration 16Q: 3 clusters Score -6220134 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6220222.500000 Penalty: 5147.540039
	Iteration 17Q: 3 clusters Score -6220222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6220284.500000 Penalty: 5147.540039
	Iteration 18Q: 3 clusters Score -6220284 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6220297.000000 Penalty: 5147.540039
	Iteration 19Q: 3 clusters Score -6220297 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6220335.000000 Penalty: 5147.540039
	Iteration 20F: 3 clusters Score -6220335 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6220384.500000 Penalty: 5147.540039
	Iteration 21Q: 3 clusters Score -6220384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6220364.500000 Penalty: 5147.540039
	Iteration 22Q: 3 clusters Score -6220364 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6220395.500000 Penalty: 5147.540039
	Iteration 23Q: 3 clusters Score -6220396 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6220400.500000 Penalty: 5147.540039
	Iteration 24Q: 3 clusters Score -6220400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6220416.500000 Penalty: 5147.540039
	Iteration 25Q: 3 clusters Score -6220416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6220422.000000 Penalty: 5147.540039
	Iteration 26Q: 3 clusters Score -6220422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6220454.000000 Penalty: 5147.540039
	Iteration 27Q: 3 clusters Score -6220454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6220466.500000 Penalty: 5147.540039
	Iteration 28Q: 3 clusters Score -6220466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6220472.500000 Penalty: 5147.540039
	Iteration 29Q: 3 clusters Score -6220472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6220484.000000 Penalty: 5147.540039
	Iteration 30Q: 3 clusters Score -6220484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6220489.500000 Penalty: 5147.540039
	Iteration 31Q: 3 clusters Score -6220490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6220517.000000 Penalty: 5147.540039
	Iteration 32Q: 3 clusters Score -6220517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6220527.000000 Penalty: 5147.540039
	Iteration 33Q: 3 clusters Score -6220527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6220535.000000 Penalty: 5147.540039
	Iteration 34Q: 3 clusters Score -6220535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6220558.000000 Penalty: 5147.540039
	Iteration 35Q: 3 clusters Score -6220558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6220555.500000 Penalty: 5147.540039
	Iteration 36Q: 3 clusters Score -6220556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6220565.500000 Penalty: 5147.540039
	Iteration 37Q: 3 clusters Score -6220566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6220567.000000 Penalty: 5147.540039
	Iteration 38Q: 3 clusters Score -6220567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6220579.000000 Penalty: 5147.540039
	Iteration 39Q: 3 clusters Score -6220579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6220579.000000 Penalty: 5147.540039
	Iteration 40F: 3 clusters Score -6220579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6220579.000000 Penalty: 5147.540039
	Iteration 41Q: 3 clusters Score -6220579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6220577.000000 Penalty: 5147.540039
	Iteration 42Q: 3 clusters Score -6220577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6220593.000000 Penalty: 5147.540039
	Iteration 43Q: 3 clusters Score -6220593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -6220597.000000 Penalty: 5147.540039
	Iteration 44Q: 3 clusters Score -6220597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6220589.500000 Penalty: 5147.540039
	Iteration 45Q: 3 clusters Score -6220590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6220596.500000 Penalty: 5147.540039
	Iteration 46Q: 3 clusters Score -6220596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6220599.000000 Penalty: 5147.540039
	Iteration 47Q: 3 clusters Score -6220599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6220601.500000 Penalty: 5147.540039
	Iteration 48Q: 3 clusters Score -6220602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6220598.000000 Penalty: 5147.540039
	Iteration 49Q: 3 clusters Score -6220598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6220603.000000 Penalty: 5147.540039
	Iteration 50Q: 3 clusters Score -6220603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6220602.000000 Penalty: 5147.540039
	Iteration 51Q: 3 clusters Score -6220602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6220600.500000 Penalty: 5147.540039
	Iteration 52Q: 3 clusters Score -6220600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6220599.000000 Penalty: 5147.540039
	Iteration 53Q: 3 clusters Score -6220599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6220607.500000 Penalty: 5147.540039
	Iteration 54Q: 3 clusters Score -6220608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6220612.500000 Penalty: 5147.540039
	Iteration 55Q: 3 clusters Score -6220612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6220606.500000 Penalty: 5147.540039
	Iteration 56Q: 3 clusters Score -6220606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6220614.000000 Penalty: 5147.540039
	Iteration 57Q: 3 clusters Score -6220614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6220611.000000 Penalty: 5147.540039
	Iteration 58Q: 3 clusters Score -6220611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6220607.500000 Penalty: 5147.540039
	Iteration 59Q: 3 clusters Score -6220608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6220607.000000 Penalty: 5147.540039
	Iteration 60F: 3 clusters Score -6220607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6220604.500000 Penalty: 5147.540039
	Iteration 61Q: 3 clusters Score -6220604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6220614.000000 Penalty: 5147.540039
	Iteration 62Q: 3 clusters Score -6220614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6220608.000000 Penalty: 5147.540039
	Iteration 63Q: 3 clusters Score -6220608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6220602.000000 Penalty: 5147.540039
	Iteration 64Q: 3 clusters Score -6220602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6220605.000000 Penalty: 5147.540039
	Iteration 65Q: 3 clusters Score -6220605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6220616.500000 Penalty: 5147.540039
	Iteration 66Q: 3 clusters Score -6220616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6220621.500000 Penalty: 5147.540039
	Iteration 67Q: 3 clusters Score -6220622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6220612.000000 Penalty: 5147.540039
	Iteration 68Q: 3 clusters Score -6220612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6220605.500000 Penalty: 5147.540039
	Iteration 69Q: 3 clusters Score -6220606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6220607.000000 Penalty: 5147.540039
	Iteration 70Q: 3 clusters Score -6220607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6220603.500000 Penalty: 5147.540039
	Iteration 71Q: 3 clusters Score -6220604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6220613.000000 Penalty: 5147.540039
	Iteration 72Q: 3 clusters Score -6220613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6220611.000000 Penalty: 5147.540039
	Iteration 73Q: 3 clusters Score -6220611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6220610.500000 Penalty: 5147.540039
	Iteration 74Q: 3 clusters Score -6220610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6220608.000000 Penalty: 5147.540039
	Iteration 75Q: 3 clusters Score -6220608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6220605.000000 Penalty: 5147.540039
	Iteration 76Q: 3 clusters Score -6220605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6220625.000000 Penalty: 5147.540039
	Iteration 77Q: 3 clusters Score -6220625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6220618.500000 Penalty: 5147.540039
	Iteration 78Q: 3 clusters Score -6220618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6220619.000000 Penalty: 5147.540039
	Iteration 79Q: 3 clusters Score -6220619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6220617.000000 Penalty: 5147.540039
	Iteration 80F: 3 clusters Score -6220617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6220621.000000 Penalty: 5147.540039
	Iteration 81Q: 3 clusters Score -6220621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6220625.500000 Penalty: 5147.540039
	Iteration 82Q: 3 clusters Score -6220626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6220621.000000 Penalty: 5147.540039
	Iteration 83Q: 3 clusters Score -6220621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6220622.000000 Penalty: 5147.540039
	Iteration 84Q: 3 clusters Score -6220622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6220622.000000 Penalty: 5147.540039
	Iteration 85Q: 3 clusters Score -6220622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6220622.000000 Penalty: 5147.540039
	Iteration 86F: 3 clusters Score -6220622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -29068.783203 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -29068.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -28148.833984 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -28148.83 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28302.238281 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -28302.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28348.814453 Penalty: 2615.407959
	Iteration 2F: 3 clusters Score -28348.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28383.947266 Penalty: 2615.407959
	Iteration 3F: 3 clusters Score -28383.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28427.328125 Penalty: 2615.407959
	Iteration 4F: 3 clusters Score -28427.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28437.486328 Penalty: 2615.407959
	Iteration 5Q: 3 clusters Score -28437.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28442.673828 Penalty: 2615.407959
	Iteration 6Q: 3 clusters Score -28442.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28451.238281 Penalty: 2615.407959
	Iteration 7Q: 3 clusters Score -28451.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28462.357422 Penalty: 2615.407959
	Iteration 8Q: 3 clusters Score -28462.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28468.816406 Penalty: 2615.407959
	Iteration 9Q: 3 clusters Score -28468.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28468.816406 Penalty: 2615.407959
	Iteration 10F: 3 clusters Score -28468.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Entering Unmasked Estep 
Score: -6284196.000000 Penalty: 2575.958984
	Iteration 0F: 2 clusters Score -6284196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -6264306.500000 Penalty: 5151.917969
	Iteration 0F: 3 clusters Score -6264306 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -6271985.000000 Penalty: 5151.917969
	Iteration 1F: 3 clusters Score -6271985 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -6272421.000000 Penalty: 5151.917969
	Iteration 2Q: 3 clusters Score -6272421 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -6272827.000000 Penalty: 5151.917969
	Iteration 3Q: 3 clusters Score -6272827 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -6273137.500000 Penalty: 5151.917969
	Iteration 4Q: 3 clusters Score -6273138 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6273456.500000 Penalty: 5151.917969
	Iteration 5Q: 3 clusters Score -6273456 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -6273841.000000 Penalty: 5151.917969
	Iteration 6Q: 3 clusters Score -6273841 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -6274417.500000 Penalty: 5151.917969
	Iteration 7Q: 3 clusters Score -6274418 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -6275200.500000 Penalty: 5151.917969
	Iteration 8F: 3 clusters Score -6275200 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -6276674.500000 Penalty: 5151.917969
	Iteration 9F: 3 clusters Score -6276674 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -6278406.000000 Penalty: 5151.917969
	Iteration 10F: 3 clusters Score -6278406 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -6279901.000000 Penalty: 5151.917969
	Iteration 11F: 3 clusters Score -6279901 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6280864.500000 Penalty: 5151.917969
	Iteration 12F: 3 clusters Score -6280864 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6281364.500000 Penalty: 5151.917969
	Iteration 13Q: 3 clusters Score -6281364 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6281630.000000 Penalty: 5151.917969
	Iteration 14Q: 3 clusters Score -6281630 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6281782.000000 Penalty: 5151.917969
	Iteration 15Q: 3 clusters Score -6281782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6281867.000000 Penalty: 5151.917969
	Iteration 16Q: 3 clusters Score -6281867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6281919.500000 Penalty: 5151.917969
	Iteration 17Q: 3 clusters Score -6281920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6281944.000000 Penalty: 5151.917969
	Iteration 18Q: 3 clusters Score -6281944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6281972.500000 Penalty: 5151.917969
	Iteration 19Q: 3 clusters Score -6281972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6281991.000000 Penalty: 5151.917969
	Iteration 20F: 3 clusters Score -6281991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6282004.000000 Penalty: 5151.917969
	Iteration 21Q: 3 clusters Score -6282004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6282012.000000 Penalty: 5151.917969
	Iteration 22Q: 3 clusters Score -6282012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6282016.500000 Penalty: 5151.917969
	Iteration 23Q: 3 clusters Score -6282016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6282029.500000 Penalty: 5151.917969
	Iteration 24Q: 3 clusters Score -6282030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6282032.000000 Penalty: 5151.917969
	Iteration 25Q: 3 clusters Score -6282032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6282043.000000 Penalty: 5151.917969
	Iteration 26Q: 3 clusters Score -6282043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6282046.500000 Penalty: 5151.917969
	Iteration 27Q: 3 clusters Score -6282046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6282048.000000 Penalty: 5151.917969
	Iteration 28Q: 3 clusters Score -6282048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6282056.000000 Penalty: 5151.917969
	Iteration 29Q: 3 clusters Score -6282056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6282059.000000 Penalty: 5151.917969
	Iteration 30Q: 3 clusters Score -6282059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6282060.500000 Penalty: 5151.917969
	Iteration 31Q: 3 clusters Score -6282060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6282058.500000 Penalty: 5151.917969
	Iteration 32Q: 3 clusters Score -6282058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6282058.500000 Penalty: 5151.917969
	Iteration 33F: 3 clusters Score -6282058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Entering Unmasked Estep 
Score: -4381330.500000 Penalty: 2470.351807
	Iteration 0F: 2 clusters Score -4381330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -4368514.000000 Penalty: 4940.703613
	Iteration 0F: 3 clusters Score -4368514 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4373661.000000 Penalty: 4940.703613
	Iteration 1F: 3 clusters Score -4373661 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4374018.000000 Penalty: 4940.703613
	Iteration 2F: 3 clusters Score -4374018 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4374261.000000 Penalty: 4940.703613
	Iteration 3Q: 3 clusters Score -4374261 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4374470.500000 Penalty: 4940.703613
	Iteration 4Q: 3 clusters Score -4374470 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -4374621.000000 Penalty: 4940.703613
	Iteration 5Q: 3 clusters Score -4374621 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -4374794.000000 Penalty: 4940.703613
	Iteration 6Q: 3 clusters Score -4374794 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4374977.000000 Penalty: 4940.703613
	Iteration 7Q: 3 clusters Score -4374977 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4375182.500000 Penalty: 4940.703613
	Iteration 8Q: 3 clusters Score -4375182 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4375352.500000 Penalty: 4940.703613
	Iteration 9Q: 3 clusters Score -4375352 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -4375620.500000 Penalty: 4940.703613
	Iteration 10Q: 3 clusters Score -4375620 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4375906.500000 Penalty: 4940.703613
	Iteration 11Q: 3 clusters Score -4375906 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4376280.000000 Penalty: 4940.703613
	Iteration 12Q: 3 clusters Score -4376280 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -4376683.000000 Penalty: 4940.703613
	Iteration 13Q: 3 clusters Score -4376683 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -4377043.000000 Penalty: 4940.703613
	Iteration 14Q: 3 clusters Score -4377043 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -4377320.000000 Penalty: 4940.703613
	Iteration 15Q: 3 clusters Score -4377320 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -4377496.000000 Penalty: 4940.703613
	Iteration 16Q: 3 clusters Score -4377496 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4377639.000000 Penalty: 4940.703613
	Iteration 17Q: 3 clusters Score -4377639 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4377675.500000 Penalty: 4940.703613
	Iteration 18Q: 3 clusters Score -4377676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4377706.500000 Penalty: 4940.703613
	Iteration 19Q: 3 clusters Score -4377706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4377728.000000 Penalty: 4940.703613
	Iteration 20F: 3 clusters Score -4377728 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4377727.000000 Penalty: 4940.703613
	Iteration 21Q: 3 clusters Score -4377727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -4377685.500000 Penalty: 4940.703613
	Iteration 22Q: 3 clusters Score -4377686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4377686.500000 Penalty: 4940.703613
	Iteration 23Q: 3 clusters Score -4377686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4377676.500000 Penalty: 4940.703613
	Iteration 24Q: 3 clusters Score -4377676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -4377721.000000 Penalty: 4940.703613
	Iteration 25Q: 3 clusters Score -4377721 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4377743.500000 Penalty: 4940.703613
	Iteration 26Q: 3 clusters Score -4377744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4377753.000000 Penalty: 4940.703613
	Iteration 27Q: 3 clusters Score -4377753 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4377800.000000 Penalty: 4940.703613
	Iteration 28Q: 3 clusters Score -4377800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4377854.000000 Penalty: 4940.703613
	Iteration 29Q: 3 clusters Score -4377854 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -4377912.000000 Penalty: 4940.703613
	Iteration 30Q: 3 clusters Score -4377912 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -4377966.500000 Penalty: 4940.703613
	Iteration 31Q: 3 clusters Score -4377966 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -4378004.000000 Penalty: 4940.703613
	Iteration 32Q: 3 clusters Score -4378004 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4378085.500000 Penalty: 4940.703613
	Iteration 33Q: 3 clusters Score -4378086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4378120.000000 Penalty: 4940.703613
	Iteration 34Q: 3 clusters Score -4378120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4378135.500000 Penalty: 4940.703613
	Iteration 35Q: 3 clusters Score -4378136 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4378191.500000 Penalty: 4940.703613
	Iteration 36Q: 3 clusters Score -4378192 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4378260.000000 Penalty: 4940.703613
	Iteration 37Q: 3 clusters Score -4378260 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4378336.500000 Penalty: 4940.703613
	Iteration 38Q: 3 clusters Score -4378336 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -4378428.000000 Penalty: 4940.703613
	Iteration 39Q: 3 clusters Score -4378428 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4378575.000000 Penalty: 4940.703613
	Iteration 40F: 3 clusters Score -4378575 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4378634.500000 Penalty: 4940.703613
	Iteration 41Q: 3 clusters Score -4378634 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4378692.000000 Penalty: 4940.703613
	Iteration 42Q: 3 clusters Score -4378692 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4378813.500000 Penalty: 4940.703613
	Iteration 43Q: 3 clusters Score -4378814 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4378992.000000 Penalty: 4940.703613
	Iteration 44Q: 3 clusters Score -4378992 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4379097.000000 Penalty: 4940.703613
	Iteration 45Q: 3 clusters Score -4379097 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4379240.500000 Penalty: 4940.703613
	Iteration 46Q: 3 clusters Score -4379240 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4379327.000000 Penalty: 4940.703613
	Iteration 47Q: 3 clusters Score -4379327 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4379412.500000 Penalty: 4940.703613
	Iteration 48Q: 3 clusters Score -4379412 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4379455.500000 Penalty: 4940.703613
	Iteration 49Q: 3 clusters Score -4379456 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4379487.500000 Penalty: 4940.703613
	Iteration 50Q: 3 clusters Score -4379488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4379491.000000 Penalty: 4940.703613
	Iteration 51Q: 3 clusters Score -4379491 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4379487.500000 Penalty: 4940.703613
	Iteration 52Q: 3 clusters Score -4379488 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4379507.500000 Penalty: 4940.703613
	Iteration 53Q: 3 clusters Score -4379508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4379534.500000 Penalty: 4940.703613
	Iteration 54Q: 3 clusters Score -4379534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4379529.000000 Penalty: 4940.703613
	Iteration 55Q: 3 clusters Score -4379529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4379549.500000 Penalty: 4940.703613
	Iteration 56Q: 3 clusters Score -4379550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4379578.500000 Penalty: 4940.703613
	Iteration 57Q: 3 clusters Score -4379578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -4379575.000000 Penalty: 4940.703613
	Iteration 58Q: 3 clusters Score -4379575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4379593.500000 Penalty: 4940.703613
	Iteration 59Q: 3 clusters Score -4379594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4379611.500000 Penalty: 4940.703613
	Iteration 60F: 3 clusters Score -4379612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4379605.000000 Penalty: 4940.703613
	Iteration 61Q: 3 clusters Score -4379605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4379623.000000 Penalty: 4940.703613
	Iteration 62Q: 3 clusters Score -4379623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4379630.500000 Penalty: 4940.703613
	Iteration 63Q: 3 clusters Score -4379630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4379637.000000 Penalty: 4940.703613
	Iteration 64Q: 3 clusters Score -4379637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4379641.000000 Penalty: 4940.703613
	Iteration 65Q: 3 clusters Score -4379641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4379645.000000 Penalty: 4940.703613
	Iteration 66Q: 3 clusters Score -4379645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4379656.000000 Penalty: 4940.703613
	Iteration 67Q: 3 clusters Score -4379656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4379662.500000 Penalty: 4940.703613
	Iteration 68Q: 3 clusters Score -4379662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4379653.500000 Penalty: 4940.703613
	Iteration 69Q: 3 clusters Score -4379654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4379659.000000 Penalty: 4940.703613
	Iteration 70Q: 3 clusters Score -4379659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4379653.500000 Penalty: 4940.703613
	Iteration 71Q: 3 clusters Score -4379654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4379666.000000 Penalty: 4940.703613
	Iteration 72Q: 3 clusters Score -4379666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4379656.500000 Penalty: 4940.703613
	Iteration 73Q: 3 clusters Score -4379656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4379659.000000 Penalty: 4940.703613
	Iteration 74Q: 3 clusters Score -4379659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4379661.500000 Penalty: 4940.703613
	Iteration 75Q: 3 clusters Score -4379662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4379668.500000 Penalty: 4940.703613
	Iteration 76Q: 3 clusters Score -4379668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4379663.500000 Penalty: 4940.703613
	Iteration 77Q: 3 clusters Score -4379664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4379675.500000 Penalty: 4940.703613
	Iteration 78Q: 3 clusters Score -4379676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -4379674.000000 Penalty: 4940.703613
	Iteration 79Q: 3 clusters Score -4379674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4379679.500000 Penalty: 4940.703613
	Iteration 80F: 3 clusters Score -4379680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4379686.000000 Penalty: 4940.703613
	Iteration 81Q: 3 clusters Score -4379686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4379686.000000 Penalty: 4940.703613
	Iteration 82F: 3 clusters Score -4379686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Entering Unmasked Estep 
Score: -5360159.000000 Penalty: 2542.538330
	Iteration 0F: 2 clusters Score -5360159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5341101.500000 Penalty: 5085.076660
	Iteration 0F: 3 clusters Score -5341102 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5348067.000000 Penalty: 5085.076660
	Iteration 1F: 3 clusters Score -5348067 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5348771.000000 Penalty: 5085.076660
	Iteration 2F: 3 clusters Score -5348771 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -5349698.500000 Penalty: 5085.076660
	Iteration 3F: 3 clusters Score -5349698 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -5350870.000000 Penalty: 5085.076660
	Iteration 4F: 3 clusters Score -5350870 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -5352230.500000 Penalty: 5085.076660
	Iteration 5F: 3 clusters Score -5352230 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -5353769.000000 Penalty: 5085.076660
	Iteration 6F: 3 clusters Score -5353769 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -5355271.000000 Penalty: 5085.076660
	Iteration 7F: 3 clusters Score -5355271 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -5356449.500000 Penalty: 5085.076660
	Iteration 8Q: 3 clusters Score -5356450 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5357121.500000 Penalty: 5085.076660
	Iteration 9Q: 3 clusters Score -5357122 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -5357420.000000 Penalty: 5085.076660
	Iteration 10Q: 3 clusters Score -5357420 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5357597.000000 Penalty: 5085.076660
	Iteration 11Q: 3 clusters Score -5357597 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5357719.000000 Penalty: 5085.076660
	Iteration 12Q: 3 clusters Score -5357719 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5357807.500000 Penalty: 5085.076660
	Iteration 13Q: 3 clusters Score -5357808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5357919.500000 Penalty: 5085.076660
	Iteration 14Q: 3 clusters Score -5357920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5357970.000000 Penalty: 5085.076660
	Iteration 15Q: 3 clusters Score -5357970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5358048.000000 Penalty: 5085.076660
	Iteration 16Q: 3 clusters Score -5358048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5358103.000000 Penalty: 5085.076660
	Iteration 17Q: 3 clusters Score -5358103 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -5358166.000000 Penalty: 5085.076660
	Iteration 18Q: 3 clusters Score -5358166 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5358196.500000 Penalty: 5085.076660
	Iteration 19Q: 3 clusters Score -5358196 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5358225.500000 Penalty: 5085.076660
	Iteration 20F: 3 clusters Score -5358226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5358219.000000 Penalty: 5085.076660
	Iteration 21Q: 3 clusters Score -5358219 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5358253.500000 Penalty: 5085.076660
	Iteration 22Q: 3 clusters Score -5358254 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5358276.000000 Penalty: 5085.076660
	Iteration 23Q: 3 clusters Score -5358276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5358281.000000 Penalty: 5085.076660
	Iteration 24Q: 3 clusters Score -5358281 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5358296.500000 Penalty: 5085.076660
	Iteration 25Q: 3 clusters Score -5358296 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5358320.500000 Penalty: 5085.076660
	Iteration 26Q: 3 clusters Score -5358320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5358334.500000 Penalty: 5085.076660
	Iteration 27Q: 3 clusters Score -5358334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5358331.500000 Penalty: 5085.076660
	Iteration 28Q: 3 clusters Score -5358332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5358349.000000 Penalty: 5085.076660
	Iteration 29Q: 3 clusters Score -5358349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5358346.000000 Penalty: 5085.076660
	Iteration 30Q: 3 clusters Score -5358346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5358358.000000 Penalty: 5085.076660
	Iteration 31Q: 3 clusters Score -5358358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5358345.500000 Penalty: 5085.076660
	Iteration 32Q: 3 clusters Score -5358346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5358343.000000 Penalty: 5085.076660
	Iteration 33Q: 3 clusters Score -5358343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5358355.000000 Penalty: 5085.076660
	Iteration 34Q: 3 clusters Score -5358355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5358354.000000 Penalty: 5085.076660
	Iteration 35Q: 3 clusters Score -5358354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5358372.500000 Penalty: 5085.076660
	Iteration 36Q: 3 clusters Score -5358372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5358367.500000 Penalty: 5085.076660
	Iteration 37Q: 3 clusters Score -5358368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5358374.000000 Penalty: 5085.076660
	Iteration 38Q: 3 clusters Score -5358374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5358368.500000 Penalty: 5085.076660
	Iteration 39Q: 3 clusters Score -5358368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5358373.000000 Penalty: 5085.076660
	Iteration 40F: 3 clusters Score -5358373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5358383.000000 Penalty: 5085.076660
	Iteration 41Q: 3 clusters Score -5358383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5358383.000000 Penalty: 5085.076660
	Iteration 42Q: 3 clusters Score -5358383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5358379.000000 Penalty: 5085.076660
	Iteration 43Q: 3 clusters Score -5358379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5358377.000000 Penalty: 5085.076660
	Iteration 44Q: 3 clusters Score -5358377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5358371.500000 Penalty: 5085.076660
	Iteration 45Q: 3 clusters Score -5358372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5358383.000000 Penalty: 5085.076660
	Iteration 46Q: 3 clusters Score -5358383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5358391.500000 Penalty: 5085.076660
	Iteration 47Q: 3 clusters Score -5358392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5358390.500000 Penalty: 5085.076660
	Iteration 48Q: 3 clusters Score -5358390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5358387.500000 Penalty: 5085.076660
	Iteration 49Q: 3 clusters Score -5358388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5358385.500000 Penalty: 5085.076660
	Iteration 50Q: 3 clusters Score -5358386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5358384.500000 Penalty: 5085.076660
	Iteration 51Q: 3 clusters Score -5358384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5358387.500000 Penalty: 5085.076660
	Iteration 52Q: 3 clusters Score -5358388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5358387.500000 Penalty: 5085.076660
	Iteration 53F: 3 clusters Score -5358388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -36687.523438 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -36687.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35563.710938 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -35563.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35660.300781 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -35660.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35682.968750 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -35682.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35687.816406 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -35687.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35687.816406 Penalty: 2690.775146
	Iteration 4F: 3 clusters Score -35687.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Entering Unmasked Estep 
Score: -337448.468750 Penalty: 1866.224976
	Iteration 0F: 2 clusters Score -337448.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -334926.718750 Penalty: 3732.449951
	Iteration 0F: 3 clusters Score -334926.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -335568.687500 Penalty: 3732.449951
	Iteration 1F: 3 clusters Score -335568.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -335818.843750 Penalty: 3732.449951
	Iteration 2F: 3 clusters Score -335818.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -335996.343750 Penalty: 3732.449951
	Iteration 3F: 3 clusters Score -335996.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -336169.468750 Penalty: 3732.449951
	Iteration 4F: 3 clusters Score -336169.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -336374.781250 Penalty: 3732.449951
	Iteration 5F: 3 clusters Score -336374.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -336579.562500 Penalty: 3732.449951
	Iteration 6F: 3 clusters Score -336579.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -336712.125000 Penalty: 3732.449951
	Iteration 7Q: 3 clusters Score -336712.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -336826.593750 Penalty: 3732.449951
	Iteration 8Q: 3 clusters Score -336826.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -336904.062500 Penalty: 3732.449951
	Iteration 9Q: 3 clusters Score -336904.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -337009.656250 Penalty: 3732.449951
	Iteration 10Q: 3 clusters Score -337009.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -337193.656250 Penalty: 3732.449951
	Iteration 11Q: 3 clusters Score -337193.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -337317.875000 Penalty: 3732.449951
	Iteration 12Q: 3 clusters Score -337317.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -337358.468750 Penalty: 3732.449951
	Iteration 13Q: 3 clusters Score -337358.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -337379.093750 Penalty: 3732.449951
	Iteration 14Q: 3 clusters Score -337379.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -337394.562500 Penalty: 3732.449951
	Iteration 15Q: 3 clusters Score -337394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -337404.593750 Penalty: 3732.449951
	Iteration 16Q: 3 clusters Score -337404.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -337411.218750 Penalty: 3732.449951
	Iteration 17Q: 3 clusters Score -337411.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -337418.375000 Penalty: 3732.449951
	Iteration 18Q: 3 clusters Score -337418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -337424.687500 Penalty: 3732.449951
	Iteration 19Q: 3 clusters Score -337424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -337431.156250 Penalty: 3732.449951
	Iteration 20F: 3 clusters Score -337431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -337437.281250 Penalty: 3732.449951
	Iteration 21Q: 3 clusters Score -337437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -337440.625000 Penalty: 3732.449951
	Iteration 22Q: 3 clusters Score -337440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337443.375000 Penalty: 3732.449951
	Iteration 23Q: 3 clusters Score -337443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -337444.500000 Penalty: 3732.449951
	Iteration 24Q: 3 clusters Score -337444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -337445.656250 Penalty: 3732.449951
	Iteration 25Q: 3 clusters Score -337445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -337445.656250 Penalty: 3732.449951
	Iteration 26F: 3 clusters Score -337445.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Entering Unmasked Estep 
Score: -4830443.500000 Penalty: 2520.347900
	Iteration 0F: 2 clusters Score -4830444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4812701.000000 Penalty: 5040.695801
	Iteration 0F: 3 clusters Score -4812701 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4818965.000000 Penalty: 5040.695801
	Iteration 1F: 3 clusters Score -4818965 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4819384.000000 Penalty: 5040.695801
	Iteration 2F: 3 clusters Score -4819384 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4819782.500000 Penalty: 5040.695801
	Iteration 3Q: 3 clusters Score -4819782 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -4820133.500000 Penalty: 5040.695801
	Iteration 4Q: 3 clusters Score -4820134 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4820516.500000 Penalty: 5040.695801
	Iteration 5Q: 3 clusters Score -4820516 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4820886.500000 Penalty: 5040.695801
	Iteration 6Q: 3 clusters Score -4820886 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4821299.000000 Penalty: 5040.695801
	Iteration 7Q: 3 clusters Score -4821299 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4821854.500000 Penalty: 5040.695801
	Iteration 8Q: 3 clusters Score -4821854 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -4822540.500000 Penalty: 5040.695801
	Iteration 9Q: 3 clusters Score -4822540 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4823581.000000 Penalty: 5040.695801
	Iteration 10F: 3 clusters Score -4823581 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -4824780.500000 Penalty: 5040.695801
	Iteration 11F: 3 clusters Score -4824780 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -4825873.000000 Penalty: 5040.695801
	Iteration 12F: 3 clusters Score -4825873 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -4826625.500000 Penalty: 5040.695801
	Iteration 13Q: 3 clusters Score -4826626 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -4827040.000000 Penalty: 5040.695801
	Iteration 14Q: 3 clusters Score -4827040 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4827223.000000 Penalty: 5040.695801
	Iteration 15Q: 3 clusters Score -4827223 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4827333.500000 Penalty: 5040.695801
	Iteration 16Q: 3 clusters Score -4827334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -4827440.000000 Penalty: 5040.695801
	Iteration 17Q: 3 clusters Score -4827440 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4827529.000000 Penalty: 5040.695801
	Iteration 18Q: 3 clusters Score -4827529 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4827593.500000 Penalty: 5040.695801
	Iteration 19Q: 3 clusters Score -4827594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4827647.500000 Penalty: 5040.695801
	Iteration 20F: 3 clusters Score -4827648 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4827721.500000 Penalty: 5040.695801
	Iteration 21Q: 3 clusters Score -4827722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4827792.500000 Penalty: 5040.695801
	Iteration 22Q: 3 clusters Score -4827792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4827879.500000 Penalty: 5040.695801
	Iteration 23Q: 3 clusters Score -4827880 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4827964.500000 Penalty: 5040.695801
	Iteration 24Q: 3 clusters Score -4827964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4828042.000000 Penalty: 5040.695801
	Iteration 25Q: 3 clusters Score -4828042 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4828119.500000 Penalty: 5040.695801
	Iteration 26Q: 3 clusters Score -4828120 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4828175.500000 Penalty: 5040.695801
	Iteration 27Q: 3 clusters Score -4828176 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4828233.500000 Penalty: 5040.695801
	Iteration 28Q: 3 clusters Score -4828234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4828300.500000 Penalty: 5040.695801
	Iteration 29Q: 3 clusters Score -4828300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4828332.000000 Penalty: 5040.695801
	Iteration 30Q: 3 clusters Score -4828332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4828357.500000 Penalty: 5040.695801
	Iteration 31Q: 3 clusters Score -4828358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4828388.500000 Penalty: 5040.695801
	Iteration 32Q: 3 clusters Score -4828388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4828401.500000 Penalty: 5040.695801
	Iteration 33Q: 3 clusters Score -4828402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4828426.000000 Penalty: 5040.695801
	Iteration 34Q: 3 clusters Score -4828426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4828438.000000 Penalty: 5040.695801
	Iteration 35Q: 3 clusters Score -4828438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4828444.500000 Penalty: 5040.695801
	Iteration 36Q: 3 clusters Score -4828444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4828457.000000 Penalty: 5040.695801
	Iteration 37Q: 3 clusters Score -4828457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4828465.500000 Penalty: 5040.695801
	Iteration 38Q: 3 clusters Score -4828466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4828470.500000 Penalty: 5040.695801
	Iteration 39Q: 3 clusters Score -4828470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4828489.000000 Penalty: 5040.695801
	Iteration 40F: 3 clusters Score -4828489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4828488.500000 Penalty: 5040.695801
	Iteration 41Q: 3 clusters Score -4828488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4828505.000000 Penalty: 5040.695801
	Iteration 42Q: 3 clusters Score -4828505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4828515.500000 Penalty: 5040.695801
	Iteration 43Q: 3 clusters Score -4828516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4828529.500000 Penalty: 5040.695801
	Iteration 44Q: 3 clusters Score -4828530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4828534.000000 Penalty: 5040.695801
	Iteration 45Q: 3 clusters Score -4828534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4828533.500000 Penalty: 5040.695801
	Iteration 46Q: 3 clusters Score -4828534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4828533.500000 Penalty: 5040.695801
	Iteration 47Q: 3 clusters Score -4828534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4828538.500000 Penalty: 5040.695801
	Iteration 48Q: 3 clusters Score -4828538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4828536.500000 Penalty: 5040.695801
	Iteration 49Q: 3 clusters Score -4828536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4828543.500000 Penalty: 5040.695801
	Iteration 50Q: 3 clusters Score -4828544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4828560.500000 Penalty: 5040.695801
	Iteration 51Q: 3 clusters Score -4828560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4828558.000000 Penalty: 5040.695801
	Iteration 52Q: 3 clusters Score -4828558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4828555.000000 Penalty: 5040.695801
	Iteration 53Q: 3 clusters Score -4828555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4828559.000000 Penalty: 5040.695801
	Iteration 54Q: 3 clusters Score -4828559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4828559.000000 Penalty: 5040.695801
	Iteration 55F: 3 clusters Score -4828559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Entering Unmasked Estep 
Score: -4402860.500000 Penalty: 2475.334717
	Iteration 0F: 2 clusters Score -4402860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4389415.500000 Penalty: 4950.669434
	Iteration 0F: 3 clusters Score -4389416 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4394408.500000 Penalty: 4950.669434
	Iteration 1F: 3 clusters Score -4394408 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4394851.500000 Penalty: 4950.669434
	Iteration 2F: 3 clusters Score -4394852 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4395296.000000 Penalty: 4950.669434
	Iteration 3F: 3 clusters Score -4395296 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -4395793.500000 Penalty: 4950.669434
	Iteration 4F: 3 clusters Score -4395794 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -4396400.000000 Penalty: 4950.669434
	Iteration 5F: 3 clusters Score -4396400 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4397115.000000 Penalty: 4950.669434
	Iteration 6F: 3 clusters Score -4397115 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4397942.000000 Penalty: 4950.669434
	Iteration 7F: 3 clusters Score -4397942 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4398712.500000 Penalty: 4950.669434
	Iteration 8Q: 3 clusters Score -4398712 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4399371.000000 Penalty: 4950.669434
	Iteration 9Q: 3 clusters Score -4399371 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4399880.000000 Penalty: 4950.669434
	Iteration 10Q: 3 clusters Score -4399880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4400218.000000 Penalty: 4950.669434
	Iteration 11Q: 3 clusters Score -4400218 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4400415.000000 Penalty: 4950.669434
	Iteration 12Q: 3 clusters Score -4400415 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4400606.500000 Penalty: 4950.669434
	Iteration 13Q: 3 clusters Score -4400606 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4400706.500000 Penalty: 4950.669434
	Iteration 14Q: 3 clusters Score -4400706 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4400796.500000 Penalty: 4950.669434
	Iteration 15Q: 3 clusters Score -4400796 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4400860.000000 Penalty: 4950.669434
	Iteration 16Q: 3 clusters Score -4400860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4400921.000000 Penalty: 4950.669434
	Iteration 17Q: 3 clusters Score -4400921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4400946.000000 Penalty: 4950.669434
	Iteration 18Q: 3 clusters Score -4400946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -4400975.000000 Penalty: 4950.669434
	Iteration 19Q: 3 clusters Score -4400975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4401003.500000 Penalty: 4950.669434
	Iteration 20F: 3 clusters Score -4401004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4401023.000000 Penalty: 4950.669434
	Iteration 21Q: 3 clusters Score -4401023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401029.500000 Penalty: 4950.669434
	Iteration 22Q: 3 clusters Score -4401030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4401031.500000 Penalty: 4950.669434
	Iteration 23Q: 3 clusters Score -4401032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4401037.500000 Penalty: 4950.669434
	Iteration 24Q: 3 clusters Score -4401038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401034.000000 Penalty: 4950.669434
	Iteration 25Q: 3 clusters Score -4401034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4401037.000000 Penalty: 4950.669434
	Iteration 26Q: 3 clusters Score -4401037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401052.000000 Penalty: 4950.669434
	Iteration 27Q: 3 clusters Score -4401052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4401055.000000 Penalty: 4950.669434
	Iteration 28Q: 3 clusters Score -4401055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4401062.000000 Penalty: 4950.669434
	Iteration 29Q: 3 clusters Score -4401062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4401069.000000 Penalty: 4950.669434
	Iteration 30Q: 3 clusters Score -4401069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4401069.000000 Penalty: 4950.669434
	Iteration 31Q: 3 clusters Score -4401069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4401077.000000 Penalty: 4950.669434
	Iteration 32Q: 3 clusters Score -4401077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4401078.500000 Penalty: 4950.669434
	Iteration 33Q: 3 clusters Score -4401078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4401080.000000 Penalty: 4950.669434
	Iteration 34Q: 3 clusters Score -4401080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4401076.000000 Penalty: 4950.669434
	Iteration 35Q: 3 clusters Score -4401076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4401085.000000 Penalty: 4950.669434
	Iteration 36Q: 3 clusters Score -4401085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4401087.000000 Penalty: 4950.669434
	Iteration 37Q: 3 clusters Score -4401087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4401092.000000 Penalty: 4950.669434
	Iteration 38Q: 3 clusters Score -4401092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4401096.500000 Penalty: 4950.669434
	Iteration 39Q: 3 clusters Score -4401096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401098.500000 Penalty: 4950.669434
	Iteration 40F: 3 clusters Score -4401098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401106.000000 Penalty: 4950.669434
	Iteration 41Q: 3 clusters Score -4401106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4401104.500000 Penalty: 4950.669434
	Iteration 42Q: 3 clusters Score -4401104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4401106.000000 Penalty: 4950.669434
	Iteration 43Q: 3 clusters Score -4401106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -4401103.500000 Penalty: 4950.669434
	Iteration 44Q: 3 clusters Score -4401104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4401103.500000 Penalty: 4950.669434
	Iteration 45Q: 3 clusters Score -4401104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4401110.000000 Penalty: 4950.669434
	Iteration 46Q: 3 clusters Score -4401110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4401113.000000 Penalty: 4950.669434
	Iteration 47Q: 3 clusters Score -4401113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4401114.500000 Penalty: 4950.669434
	Iteration 48Q: 3 clusters Score -4401114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4401122.500000 Penalty: 4950.669434
	Iteration 49Q: 3 clusters Score -4401122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4401121.500000 Penalty: 4950.669434
	Iteration 50Q: 3 clusters Score -4401122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4401126.000000 Penalty: 4950.669434
	Iteration 51Q: 3 clusters Score -4401126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4401124.500000 Penalty: 4950.669434
	Iteration 52Q: 3 clusters Score -4401124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4401120.000000 Penalty: 4950.669434
	Iteration 53Q: 3 clusters Score -4401120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4401130.000000 Penalty: 4950.669434
	Iteration 54Q: 3 clusters Score -4401130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4401127.500000 Penalty: 4950.669434
	Iteration 55Q: 3 clusters Score -4401128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4401128.500000 Penalty: 4950.669434
	Iteration 56Q: 3 clusters Score -4401128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4401121.000000 Penalty: 4950.669434
	Iteration 57Q: 3 clusters Score -4401121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4401129.500000 Penalty: 4950.669434
	Iteration 58Q: 3 clusters Score -4401130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4401128.500000 Penalty: 4950.669434
	Iteration 59Q: 3 clusters Score -4401128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4401131.500000 Penalty: 4950.669434
	Iteration 60F: 3 clusters Score -4401132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4401129.000000 Penalty: 4950.669434
	Iteration 61Q: 3 clusters Score -4401129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4401133.000000 Penalty: 4950.669434
	Iteration 62Q: 3 clusters Score -4401133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4401132.000000 Penalty: 4950.669434
	Iteration 63Q: 3 clusters Score -4401132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -4401132.000000 Penalty: 4950.669434
	Iteration 64F: 3 clusters Score -4401132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Entering Unmasked Estep 
Score: -5126332.500000 Penalty: 2511.047119
	Iteration 0F: 2 clusters Score -5126332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -5110744.000000 Penalty: 5022.094238
	Iteration 0F: 3 clusters Score -5110744 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -5116895.000000 Penalty: 5022.094238
	Iteration 1F: 3 clusters Score -5116895 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5117284.000000 Penalty: 5022.094238
	Iteration 2F: 3 clusters Score -5117284 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5117558.500000 Penalty: 5022.094238
	Iteration 3Q: 3 clusters Score -5117558 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -5117809.000000 Penalty: 5022.094238
	Iteration 4Q: 3 clusters Score -5117809 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5117988.000000 Penalty: 5022.094238
	Iteration 5Q: 3 clusters Score -5117988 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -5118144.000000 Penalty: 5022.094238
	Iteration 6Q: 3 clusters Score -5118144 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -5118254.000000 Penalty: 5022.094238
	Iteration 7Q: 3 clusters Score -5118254 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -5118384.000000 Penalty: 5022.094238
	Iteration 8Q: 3 clusters Score -5118384 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5118479.000000 Penalty: 5022.094238
	Iteration 9Q: 3 clusters Score -5118479 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5118583.500000 Penalty: 5022.094238
	Iteration 10Q: 3 clusters Score -5118584 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5118726.000000 Penalty: 5022.094238
	Iteration 11Q: 3 clusters Score -5118726 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5118856.500000 Penalty: 5022.094238
	Iteration 12Q: 3 clusters Score -5118856 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -5118968.000000 Penalty: 5022.094238
	Iteration 13Q: 3 clusters Score -5118968 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -5119091.000000 Penalty: 5022.094238
	Iteration 14Q: 3 clusters Score -5119091 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -5119181.000000 Penalty: 5022.094238
	Iteration 15Q: 3 clusters Score -5119181 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5119294.500000 Penalty: 5022.094238
	Iteration 16Q: 3 clusters Score -5119294 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -5119459.000000 Penalty: 5022.094238
	Iteration 17Q: 3 clusters Score -5119459 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -5119577.500000 Penalty: 5022.094238
	Iteration 18Q: 3 clusters Score -5119578 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -5119726.500000 Penalty: 5022.094238
	Iteration 19Q: 3 clusters Score -5119726 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -5119852.500000 Penalty: 5022.094238
	Iteration 20F: 3 clusters Score -5119852 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5119997.000000 Penalty: 5022.094238
	Iteration 21Q: 3 clusters Score -5119997 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5120089.500000 Penalty: 5022.094238
	Iteration 22Q: 3 clusters Score -5120090 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -5120330.000000 Penalty: 5022.094238
	Iteration 23Q: 3 clusters Score -5120330 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5120565.000000 Penalty: 5022.094238
	Iteration 24Q: 3 clusters Score -5120565 nChanged 752
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5120910.500000 Penalty: 5022.094238
	Iteration 25Q: 3 clusters Score -5120910 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5121166 nChanged 617
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Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5121359 nChanged 620
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5121622 nChanged 617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5121788 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -5121920.500000 Penalty: 5022.094238
	Iteration 30Q: 3 clusters Score -5121920 nChanged 754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5121878 nChanged 1035
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5121788 nChanged 1076
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Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5121452 nChanged 1103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5121107 nChanged 1184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5120720 nChanged 1143
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Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5120550 nChanged 977
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Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5120384 nChanged 829
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Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5120248 nChanged 707
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Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5120122 nChanged 566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5120333.500000 Penalty: 5022.094238
	Iteration 40F: 3 clusters Score -5120334 nChanged 568
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5120328 nChanged 459
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Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5120356 nChanged 438
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Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5120420 nChanged 354
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Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5120464 nChanged 302
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Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5120357 nChanged 249
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5120336 nChanged 204
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Mstep: Class 1 contains 3630 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5120329 nChanged 163
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	Iteration 48Q: 3 clusters Score -5120296 nChanged 127
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5120334 nChanged 105
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5120288 nChanged 95
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5120261 nChanged 91
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Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5120228 nChanged 75
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Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5120212 nChanged 81
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5120179 nChanged 82
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Mstep: Class 1 contains 3433 members 
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	Iteration 55Q: 3 clusters Score -5120168 nChanged 65
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	Iteration 56Q: 3 clusters Score -5120156 nChanged 72
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	Iteration 57Q: 3 clusters Score -5120158 nChanged 65
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	Iteration 58Q: 3 clusters Score -5120134 nChanged 59
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	Iteration 59Q: 3 clusters Score -5120158 nChanged 52
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	Iteration 60F: 3 clusters Score -5120145 nChanged 63
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	Iteration 61Q: 3 clusters Score -5120134 nChanged 69
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5120128 nChanged 63
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	Iteration 63Q: 3 clusters Score -5120104 nChanged 46
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5120070 nChanged 52
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Mstep: Class 1 contains 3467 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5120106 nChanged 57
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Mstep: Class 1 contains 3490 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5120116 nChanged 77
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Mstep: Class 1 contains 3499 members 
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Entering Unmasked Estep 
Score: -5120109.500000 Penalty: 5022.094238
	Iteration 67Q: 3 clusters Score -5120110 nChanged 69
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	Iteration 68Q: 3 clusters Score -5120126 nChanged 70
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	Iteration 69Q: 3 clusters Score -5120130 nChanged 80
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Mstep: Class 1 contains 3534 members 
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Score: -5120113.000000 Penalty: 5022.094238
	Iteration 70Q: 3 clusters Score -5120113 nChanged 74
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Mstep: Class 1 contains 3564 members 
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	Iteration 71Q: 3 clusters Score -5120136 nChanged 57
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Mstep: Class 1 contains 3587 members 
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	Iteration 72Q: 3 clusters Score -5120142 nChanged 52
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Mstep: Class 1 contains 3613 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5120144 nChanged 48
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	Iteration 74Q: 3 clusters Score -5120152 nChanged 58
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Mstep: Class 1 contains 3681 members 
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	Iteration 75Q: 3 clusters Score -5120128 nChanged 60
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Mstep: Class 1 contains 3703 members 
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	Iteration 76Q: 3 clusters Score -5120127 nChanged 51
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	Iteration 77Q: 3 clusters Score -5120114 nChanged 49
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	Iteration 78Q: 3 clusters Score -5120102 nChanged 51
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	Iteration 79Q: 3 clusters Score -5120085 nChanged 55
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Mstep: Class 1 contains 3827 members 
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	Iteration 80F: 3 clusters Score -5120114 nChanged 51
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Mstep: Class 1 contains 3854 members 
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	Iteration 81Q: 3 clusters Score -5120142 nChanged 61
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Mstep: Class 1 contains 3893 members 
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	Iteration 82Q: 3 clusters Score -5120130 nChanged 52
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Mstep: Class 1 contains 3931 members 
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	Iteration 83Q: 3 clusters Score -5120158 nChanged 56
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Mstep: Class 1 contains 3969 members 
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	Iteration 84Q: 3 clusters Score -5120153 nChanged 54
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Mstep: Class 1 contains 4003 members 
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	Iteration 85Q: 3 clusters Score -5120153 nChanged 67
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	Iteration 86Q: 3 clusters Score -5120138 nChanged 73
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Mstep: Class 1 contains 4069 members 
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	Iteration 87Q: 3 clusters Score -5120114 nChanged 65
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Mstep: Class 1 contains 4118 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5120138 nChanged 70
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Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -5120116.000000 Penalty: 5022.094238
	Iteration 89Q: 3 clusters Score -5120116 nChanged 67
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5120088 nChanged 75
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Mstep: Class 1 contains 4256 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5120110 nChanged 90
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	Iteration 92Q: 3 clusters Score -5120085 nChanged 94
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	Iteration 94Q: 3 clusters Score -5120073 nChanged 129
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	Iteration 95Q: 3 clusters Score -5120028 nChanged 149
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	Iteration 97Q: 3 clusters Score -5120046 nChanged 168
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	Iteration 98Q: 3 clusters Score -5120120 nChanged 195
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Mstep: Class 1 contains 5201 members 
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Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 19575 members 
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	Iteration 100F: 3 clusters Score -5120092 nChanged 247
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	Iteration 101Q: 3 clusters Score -5120099 nChanged 282
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	Iteration 102Q: 3 clusters Score -5120113 nChanged 312
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5120144 nChanged 380
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	Iteration 105Q: 3 clusters Score -5120573 nChanged 480
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5120826 nChanged 570
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	Iteration 107Q: 3 clusters Score -5120984 nChanged 651
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5121308 nChanged 752
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5121984 nChanged 692
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5122678 nChanged 478
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5122925 nChanged 335
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5122849 nChanged 334
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5122703 nChanged 355
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5122540 nChanged 480
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Entering Unmasked Estep 
Score: -5122360.500000 Penalty: 5022.094238
	Iteration 118Q: 3 clusters Score -5122360 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5122269.000000 Penalty: 5022.094238
	Iteration 119Q: 3 clusters Score -5122269 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5122773.000000 Penalty: 5022.094238
	Iteration 120F: 3 clusters Score -5122773 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5122991.000000 Penalty: 5022.094238
	Iteration 121Q: 3 clusters Score -5122991 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -5122806.500000 Penalty: 5022.094238
	Iteration 122Q: 3 clusters Score -5122806 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5122464.000000 Penalty: 5022.094238
	Iteration 123F: 3 clusters Score -5122464 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5122137.500000 Penalty: 5022.094238
	Iteration 124F: 3 clusters Score -5122138 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -5122271.000000 Penalty: 5022.094238
	Iteration 125Q: 3 clusters Score -5122271 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5122297.500000 Penalty: 5022.094238
	Iteration 126Q: 3 clusters Score -5122298 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5122196.000000 Penalty: 5022.094238
	Iteration 127Q: 3 clusters Score -5122196 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5122234.500000 Penalty: 5022.094238
	Iteration 128Q: 3 clusters Score -5122234 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5122066.500000 Penalty: 5022.094238
	Iteration 129Q: 3 clusters Score -5122066 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5121926.000000 Penalty: 5022.094238
	Iteration 130Q: 3 clusters Score -5121926 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5121803.500000 Penalty: 5022.094238
	Iteration 131Q: 3 clusters Score -5121804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5121734.000000 Penalty: 5022.094238
	Iteration 132Q: 3 clusters Score -5121734 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -5121721.500000 Penalty: 5022.094238
	Iteration 133Q: 3 clusters Score -5121722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5121825.500000 Penalty: 5022.094238
	Iteration 134Q: 3 clusters Score -5121826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5121972.000000 Penalty: 5022.094238
	Iteration 135Q: 3 clusters Score -5121972 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5122138.500000 Penalty: 5022.094238
	Iteration 136Q: 3 clusters Score -5122138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5122248.500000 Penalty: 5022.094238
	Iteration 137Q: 3 clusters Score -5122248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5122351.000000 Penalty: 5022.094238
	Iteration 138Q: 3 clusters Score -5122351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5122492.000000 Penalty: 5022.094238
	Iteration 139Q: 3 clusters Score -5122492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5122548.000000 Penalty: 5022.094238
	Iteration 140F: 3 clusters Score -5122548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5122586.000000 Penalty: 5022.094238
	Iteration 141Q: 3 clusters Score -5122586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5122647.500000 Penalty: 5022.094238
	Iteration 142Q: 3 clusters Score -5122648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5122724.000000 Penalty: 5022.094238
	Iteration 143Q: 3 clusters Score -5122724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5122735.000000 Penalty: 5022.094238
	Iteration 144Q: 3 clusters Score -5122735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5122780.000000 Penalty: 5022.094238
	Iteration 145Q: 3 clusters Score -5122780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5122818.500000 Penalty: 5022.094238
	Iteration 146Q: 3 clusters Score -5122818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5122858.500000 Penalty: 5022.094238
	Iteration 147Q: 3 clusters Score -5122858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5122893.000000 Penalty: 5022.094238
	Iteration 148Q: 3 clusters Score -5122893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5122915.500000 Penalty: 5022.094238
	Iteration 149Q: 3 clusters Score -5122916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5122901.000000 Penalty: 5022.094238
	Iteration 150Q: 3 clusters Score -5122901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5122923.000000 Penalty: 5022.094238
	Iteration 151Q: 3 clusters Score -5122923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5122967.500000 Penalty: 5022.094238
	Iteration 152Q: 3 clusters Score -5122968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5122973.500000 Penalty: 5022.094238
	Iteration 153Q: 3 clusters Score -5122974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5122993.000000 Penalty: 5022.094238
	Iteration 154Q: 3 clusters Score -5122993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5123008.000000 Penalty: 5022.094238
	Iteration 155Q: 3 clusters Score -5123008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5123044.500000 Penalty: 5022.094238
	Iteration 156Q: 3 clusters Score -5123044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5123077.000000 Penalty: 5022.094238
	Iteration 157Q: 3 clusters Score -5123077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5123097.500000 Penalty: 5022.094238
	Iteration 158Q: 3 clusters Score -5123098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5123113.500000 Penalty: 5022.094238
	Iteration 159Q: 3 clusters Score -5123114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5123135.000000 Penalty: 5022.094238
	Iteration 160F: 3 clusters Score -5123135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5123155.500000 Penalty: 5022.094238
	Iteration 161Q: 3 clusters Score -5123156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5123159.000000 Penalty: 5022.094238
	Iteration 162Q: 3 clusters Score -5123159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5123171.000000 Penalty: 5022.094238
	Iteration 163Q: 3 clusters Score -5123171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5123196.500000 Penalty: 5022.094238
	Iteration 164Q: 3 clusters Score -5123196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5123195.500000 Penalty: 5022.094238
	Iteration 165Q: 3 clusters Score -5123196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5123192.000000 Penalty: 5022.094238
	Iteration 166Q: 3 clusters Score -5123192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5123199.500000 Penalty: 5022.094238
	Iteration 167Q: 3 clusters Score -5123200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5123199.500000 Penalty: 5022.094238
	Iteration 168F: 3 clusters Score -5123200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -423407.656250 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -423407.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -420568.281250 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -420568.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -421193.250000 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -421193.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -421464.375000 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -421464.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -421698.656250 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -421698.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -421903.187500 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -421903.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -422054.906250 Penalty: 3851.511719
	Iteration 5F: 3 clusters Score -422054.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -422151.843750 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -422151.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -422222.156250 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -422222.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -422261.937500 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -422261.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -422307.343750 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -422307.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -422337.625000 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -422337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -422362.406250 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -422362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -422381.843750 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -422381.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -422402.781250 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -422402.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -422412.750000 Penalty: 3851.511719
	Iteration 14Q: 3 clusters Score -422412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -422421.375000 Penalty: 3851.511719
	Iteration 15Q: 3 clusters Score -422421.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -422429.281250 Penalty: 3851.511719
	Iteration 16Q: 3 clusters Score -422429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -422436.437500 Penalty: 3851.511719
	Iteration 17Q: 3 clusters Score -422436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -422442.062500 Penalty: 3851.511719
	Iteration 18Q: 3 clusters Score -422442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -422445.906250 Penalty: 3851.511719
	Iteration 19Q: 3 clusters Score -422445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -422448.625000 Penalty: 3851.511719
	Iteration 20F: 3 clusters Score -422448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -422452.687500 Penalty: 3851.511719
	Iteration 21Q: 3 clusters Score -422452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -422455.906250 Penalty: 3851.511719
	Iteration 22Q: 3 clusters Score -422455.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -422459.375000 Penalty: 3851.511719
	Iteration 23Q: 3 clusters Score -422459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -422461.468750 Penalty: 3851.511719
	Iteration 24Q: 3 clusters Score -422461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -422462.468750 Penalty: 3851.511719
	Iteration 25Q: 3 clusters Score -422462.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -422463.062500 Penalty: 3851.511719
	Iteration 26Q: 3 clusters Score -422463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -422463.656250 Penalty: 3851.511719
	Iteration 27Q: 3 clusters Score -422463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -422465.343750 Penalty: 3851.511719
	Iteration 28Q: 3 clusters Score -422465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -422466.093750 Penalty: 3851.511719
	Iteration 29Q: 3 clusters Score -422466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -422469.156250 Penalty: 3851.511719
	Iteration 30Q: 3 clusters Score -422469.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -422474.406250 Penalty: 3851.511719
	Iteration 31Q: 3 clusters Score -422474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -422477.531250 Penalty: 3851.511719
	Iteration 32Q: 3 clusters Score -422477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -422478.687500 Penalty: 3851.511719
	Iteration 33Q: 3 clusters Score -422478.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -422479.062500 Penalty: 3851.511719
	Iteration 34Q: 3 clusters Score -422479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -422479.062500 Penalty: 3851.511719
	Iteration 35F: 3 clusters Score -422479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (25879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Entering Unmasked Estep 
Score: -5335498.000000 Penalty: 2519.974365
	Iteration 0F: 2 clusters Score -5335498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5321026.000000 Penalty: 5039.948730
	Iteration 0F: 3 clusters Score -5321026 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5327124.500000 Penalty: 5039.948730
	Iteration 1F: 3 clusters Score -5327124 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5327517.000000 Penalty: 5039.948730
	Iteration 2F: 3 clusters Score -5327517 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5327775.500000 Penalty: 5039.948730
	Iteration 3Q: 3 clusters Score -5327776 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5328044.000000 Penalty: 5039.948730
	Iteration 4Q: 3 clusters Score -5328044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -5328259.000000 Penalty: 5039.948730
	Iteration 5Q: 3 clusters Score -5328259 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -5328507.500000 Penalty: 5039.948730
	Iteration 6Q: 3 clusters Score -5328508 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5328769.000000 Penalty: 5039.948730
	Iteration 7Q: 3 clusters Score -5328769 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -5329194.500000 Penalty: 5039.948730
	Iteration 8Q: 3 clusters Score -5329194 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5329763.500000 Penalty: 5039.948730
	Iteration 9Q: 3 clusters Score -5329764 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5330710.000000 Penalty: 5039.948730
	Iteration 10F: 3 clusters Score -5330710 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -5332153.000000 Penalty: 5039.948730
	Iteration 11F: 3 clusters Score -5332153 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5333531.500000 Penalty: 5039.948730
	Iteration 12F: 3 clusters Score -5333532 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5334293.500000 Penalty: 5039.948730
	Iteration 13Q: 3 clusters Score -5334294 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -5334667.500000 Penalty: 5039.948730
	Iteration 14Q: 3 clusters Score -5334668 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5334926.500000 Penalty: 5039.948730
	Iteration 15Q: 3 clusters Score -5334926 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5335093.500000 Penalty: 5039.948730
	Iteration 16Q: 3 clusters Score -5335094 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -5335197.000000 Penalty: 5039.948730
	Iteration 17Q: 3 clusters Score -5335197 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -5335258.500000 Penalty: 5039.948730
	Iteration 18Q: 3 clusters Score -5335258 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -5335322.000000 Penalty: 5039.948730
	Iteration 19Q: 3 clusters Score -5335322 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5335299.500000 Penalty: 5039.948730
	Iteration 20F: 3 clusters Score -5335300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -5335289.500000 Penalty: 5039.948730
	Iteration 21Q: 3 clusters Score -5335290 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5335309.500000 Penalty: 5039.948730
	Iteration 22Q: 3 clusters Score -5335310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5335286.500000 Penalty: 5039.948730
	Iteration 23Q: 3 clusters Score -5335286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5335278.000000 Penalty: 5039.948730
	Iteration 24Q: 3 clusters Score -5335278 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5335271.000000 Penalty: 5039.948730
	Iteration 25Q: 3 clusters Score -5335271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5335213.000000 Penalty: 5039.948730
	Iteration 26Q: 3 clusters Score -5335213 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -5335171.500000 Penalty: 5039.948730
	Iteration 27Q: 3 clusters Score -5335172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5335144.500000 Penalty: 5039.948730
	Iteration 28Q: 3 clusters Score -5335144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5335076.000000 Penalty: 5039.948730
	Iteration 29Q: 3 clusters Score -5335076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5335046.000000 Penalty: 5039.948730
	Iteration 30Q: 3 clusters Score -5335046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5335044.500000 Penalty: 5039.948730
	Iteration 31Q: 3 clusters Score -5335044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5335015.500000 Penalty: 5039.948730
	Iteration 32Q: 3 clusters Score -5335016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5335016.500000 Penalty: 5039.948730
	Iteration 33Q: 3 clusters Score -5335016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5334995.000000 Penalty: 5039.948730
	Iteration 34Q: 3 clusters Score -5334995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -5334981.000000 Penalty: 5039.948730
	Iteration 35Q: 3 clusters Score -5334981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -5334968.500000 Penalty: 5039.948730
	Iteration 36Q: 3 clusters Score -5334968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5334951.500000 Penalty: 5039.948730
	Iteration 37Q: 3 clusters Score -5334952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5334957.000000 Penalty: 5039.948730
	Iteration 38Q: 3 clusters Score -5334957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -5334963.500000 Penalty: 5039.948730
	Iteration 39Q: 3 clusters Score -5334964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -5334978.500000 Penalty: 5039.948730
	Iteration 40F: 3 clusters Score -5334978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5334973.000000 Penalty: 5039.948730
	Iteration 41Q: 3 clusters Score -5334973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5334973.500000 Penalty: 5039.948730
	Iteration 42Q: 3 clusters Score -5334974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5334956.500000 Penalty: 5039.948730
	Iteration 43Q: 3 clusters Score -5334956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -5334927.500000 Penalty: 5039.948730
	Iteration 44Q: 3 clusters Score -5334928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5334917.500000 Penalty: 5039.948730
	Iteration 45Q: 3 clusters Score -5334918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5334906.000000 Penalty: 5039.948730
	Iteration 46Q: 3 clusters Score -5334906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5334896.500000 Penalty: 5039.948730
	Iteration 47Q: 3 clusters Score -5334896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5334885.000000 Penalty: 5039.948730
	Iteration 48Q: 3 clusters Score -5334885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5334892.000000 Penalty: 5039.948730
	Iteration 49Q: 3 clusters Score -5334892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5334883.500000 Penalty: 5039.948730
	Iteration 50Q: 3 clusters Score -5334884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5334879.500000 Penalty: 5039.948730
	Iteration 51Q: 3 clusters Score -5334880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5334876.500000 Penalty: 5039.948730
	Iteration 52Q: 3 clusters Score -5334876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5334858.500000 Penalty: 5039.948730
	Iteration 53Q: 3 clusters Score -5334858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5334857.000000 Penalty: 5039.948730
	Iteration 54Q: 3 clusters Score -5334857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5334865.500000 Penalty: 5039.948730
	Iteration 55Q: 3 clusters Score -5334866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5334851.000000 Penalty: 5039.948730
	Iteration 56Q: 3 clusters Score -5334851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5334855.000000 Penalty: 5039.948730
	Iteration 57Q: 3 clusters Score -5334855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5334849.000000 Penalty: 5039.948730
	Iteration 58Q: 3 clusters Score -5334849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5334849.000000 Penalty: 5039.948730
	Iteration 59F: 3 clusters Score -5334849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 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 456 members 
Entering Unmasked Estep 
Score: -160250.343750 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160250.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -160621.234375 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160621.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -160836.375000 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160836.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -160949.187500 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -160949.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -161010.875000 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -161010.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -161116.031250 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -161116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -161221.062500 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -161221.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -161320.578125 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -161320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -161389.765625 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -161389.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161435.468750 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -161435.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -161482.937500 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -161482.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161529.218750 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -161529.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161585.796875 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -161585.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -161659.109375 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -161659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -161717.296875 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -161717.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -161776.656250 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -161776.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -161873.000000 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -161873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162028.562500 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -162028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -162155.015625 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -162155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -162244.171875 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -162244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -162328.468750 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -162328.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -162446.984375 Penalty: 3380.557373
	Iteration 21Q: 3 clusters Score -162447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162560.203125 Penalty: 3380.557373
	Iteration 22Q: 3 clusters Score -162560.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -162591.203125 Penalty: 3380.557373
	Iteration 23Q: 3 clusters Score -162591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -162595.984375 Penalty: 3380.557373
	Iteration 24Q: 3 clusters Score -162596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -162595.984375 Penalty: 3380.557373
	Iteration 25F: 3 clusters Score -162596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1741 members 
Mstep: Class 3 contains 29340 members 
Mstep: Class 4 contains 25706 members 
Mstep: Class 5 contains 28786 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 22238 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 33859 members 
Mstep: Class 10 contains 37470 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30069 members 
Mstep: Class 13 contains 19839 members 
Mstep: Class 14 contains 43839 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30459 members 
Mstep: Class 19 contains 26544 members 
Mstep: Class 20 contains 23934 members 
Mstep: Class 21 contains 43867 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27157 members 
Mstep: Class 24 contains 25343 members 
Mstep: Class 25 contains 32148 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32433 members 
Mstep: Class 28 contains 21186 members 
Mstep: Class 29 contains 28344 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25918 members 
Mstep: Class 33 contains 21616 members 
Mstep: Class 34 contains 24964 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 25879 members 
Mstep: Class 37 contains 508 members 
Mstep: Class 38 contains 19956 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28954 members 
Mstep: Class 41 contains 25413 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21173 members 
Mstep: Class 44 contains 29448 members 
Mstep: Class 45 contains 31317 members 
Mstep: Class 46 contains 18826 members 
Mstep: Class 47 contains 404 members 
Entering Unmasked Estep 
Score: -177453952.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177455200.000000 to -177453952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (19956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Entering Unmasked Estep 
Score: -4112478.000000 Penalty: 2455.518799
	Iteration 0F: 2 clusters Score -4112478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4100180.750000 Penalty: 4911.037598
	Iteration 0F: 3 clusters Score -4100181 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -4104796.500000 Penalty: 4911.037598
	Iteration 1F: 3 clusters Score -4104796 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4105221.250000 Penalty: 4911.037598
	Iteration 2F: 3 clusters Score -4105221 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -4105622.250000 Penalty: 4911.037598
	Iteration 3F: 3 clusters Score -4105622 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4105992.750000 Penalty: 4911.037598
	Iteration 4Q: 3 clusters Score -4105993 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4106342.500000 Penalty: 4911.037598
	Iteration 5Q: 3 clusters Score -4106342 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4106613.500000 Penalty: 4911.037598
	Iteration 6Q: 3 clusters Score -4106614 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4106915.000000 Penalty: 4911.037598
	Iteration 7Q: 3 clusters Score -4106915 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -4107239.500000 Penalty: 4911.037598
	Iteration 8Q: 3 clusters Score -4107240 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4107607.250000 Penalty: 4911.037598
	Iteration 9Q: 3 clusters Score -4107607 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4107961.750000 Penalty: 4911.037598
	Iteration 10Q: 3 clusters Score -4107962 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -4108326.750000 Penalty: 4911.037598
	Iteration 11Q: 3 clusters Score -4108327 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4108708.250000 Penalty: 4911.037598
	Iteration 12Q: 3 clusters Score -4108708 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4109052.750000 Penalty: 4911.037598
	Iteration 13Q: 3 clusters Score -4109053 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4109325.750000 Penalty: 4911.037598
	Iteration 14Q: 3 clusters Score -4109326 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4109574.500000 Penalty: 4911.037598
	Iteration 15Q: 3 clusters Score -4109574 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4109736.250000 Penalty: 4911.037598
	Iteration 16Q: 3 clusters Score -4109736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4109874.250000 Penalty: 4911.037598
	Iteration 17Q: 3 clusters Score -4109874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4109990.000000 Penalty: 4911.037598
	Iteration 18Q: 3 clusters Score -4109990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4110052.500000 Penalty: 4911.037598
	Iteration 19Q: 3 clusters Score -4110052 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -4110110.000000 Penalty: 4911.037598
	Iteration 20F: 3 clusters Score -4110110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4110159.250000 Penalty: 4911.037598
	Iteration 21Q: 3 clusters Score -4110159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4110209.000000 Penalty: 4911.037598
	Iteration 22Q: 3 clusters Score -4110209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4110224.000000 Penalty: 4911.037598
	Iteration 23Q: 3 clusters Score -4110224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -4110239.500000 Penalty: 4911.037598
	Iteration 24Q: 3 clusters Score -4110240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -4110258.500000 Penalty: 4911.037598
	Iteration 25Q: 3 clusters Score -4110258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4110270.500000 Penalty: 4911.037598
	Iteration 26Q: 3 clusters Score -4110270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4110279.500000 Penalty: 4911.037598
	Iteration 27Q: 3 clusters Score -4110280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -4110291.750000 Penalty: 4911.037598
	Iteration 28Q: 3 clusters Score -4110292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4110305.000000 Penalty: 4911.037598
	Iteration 29Q: 3 clusters Score -4110305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4110312.500000 Penalty: 4911.037598
	Iteration 30Q: 3 clusters Score -4110312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4110323.000000 Penalty: 4911.037598
	Iteration 31Q: 3 clusters Score -4110323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4110322.250000 Penalty: 4911.037598
	Iteration 32Q: 3 clusters Score -4110322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4110320.500000 Penalty: 4911.037598
	Iteration 33Q: 3 clusters Score -4110320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4110325.000000 Penalty: 4911.037598
	Iteration 34Q: 3 clusters Score -4110325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4110330.000000 Penalty: 4911.037598
	Iteration 35Q: 3 clusters Score -4110330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4110331.000000 Penalty: 4911.037598
	Iteration 36Q: 3 clusters Score -4110331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4110337.000000 Penalty: 4911.037598
	Iteration 37Q: 3 clusters Score -4110337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4110338.250000 Penalty: 4911.037598
	Iteration 38Q: 3 clusters Score -4110338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4110338.000000 Penalty: 4911.037598
	Iteration 39Q: 3 clusters Score -4110338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4110343.750000 Penalty: 4911.037598
	Iteration 40F: 3 clusters Score -4110344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -86638.250000 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -86638.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85117.789062 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -85117.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85288.570312 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -85288.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85341.968750 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -85341.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85381.117188 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -85381.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85394.765625 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -85394.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85404.398438 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -85404.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85429.007812 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -85429.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -85516.742188 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -85516.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -85543.585938 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -85543.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85544.320312 Penalty: 3065.288086
	Iteration 9Q: 3 clusters Score -85544.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -85544.320312 Penalty: 3065.288086
	Iteration 10F: 3 clusters Score -85544.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Entering Unmasked Estep 
Score: -5640557.500000 Penalty: 2547.818848
	Iteration 0F: 2 clusters Score -5640558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -5622172.000000 Penalty: 5095.637695
	Iteration 0F: 3 clusters Score -5622172 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5629228.500000 Penalty: 5095.637695
	Iteration 1F: 3 clusters Score -5629228 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -5629653.500000 Penalty: 5095.637695
	Iteration 2Q: 3 clusters Score -5629654 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -5630044.000000 Penalty: 5095.637695
	Iteration 3Q: 3 clusters Score -5630044 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5630376.000000 Penalty: 5095.637695
	Iteration 4Q: 3 clusters Score -5630376 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5630672.500000 Penalty: 5095.637695
	Iteration 5Q: 3 clusters Score -5630672 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5630983.500000 Penalty: 5095.637695
	Iteration 6Q: 3 clusters Score -5630984 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -5631354.500000 Penalty: 5095.637695
	Iteration 7Q: 3 clusters Score -5631354 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5631766.000000 Penalty: 5095.637695
	Iteration 8Q: 3 clusters Score -5631766 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5632242.500000 Penalty: 5095.637695
	Iteration 9Q: 3 clusters Score -5632242 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5632886.000000 Penalty: 5095.637695
	Iteration 10Q: 3 clusters Score -5632886 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -5633654.000000 Penalty: 5095.637695
	Iteration 11Q: 3 clusters Score -5633654 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -5634437.500000 Penalty: 5095.637695
	Iteration 12Q: 3 clusters Score -5634438 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5635141.000000 Penalty: 5095.637695
	Iteration 13Q: 3 clusters Score -5635141 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5635900.500000 Penalty: 5095.637695
	Iteration 14Q: 3 clusters Score -5635900 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5636536.000000 Penalty: 5095.637695
	Iteration 15Q: 3 clusters Score -5636536 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5636960.500000 Penalty: 5095.637695
	Iteration 16Q: 3 clusters Score -5636960 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5637297.000000 Penalty: 5095.637695
	Iteration 17Q: 3 clusters Score -5637297 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -5637544.000000 Penalty: 5095.637695
	Iteration 18Q: 3 clusters Score -5637544 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5637765.500000 Penalty: 5095.637695
	Iteration 19Q: 3 clusters Score -5637766 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5637914.000000 Penalty: 5095.637695
	Iteration 20F: 3 clusters Score -5637914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5638030.500000 Penalty: 5095.637695
	Iteration 21Q: 3 clusters Score -5638030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5638120.000000 Penalty: 5095.637695
	Iteration 22Q: 3 clusters Score -5638120 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5638187.000000 Penalty: 5095.637695
	Iteration 23Q: 3 clusters Score -5638187 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5638254.500000 Penalty: 5095.637695
	Iteration 24Q: 3 clusters Score -5638254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5638309.000000 Penalty: 5095.637695
	Iteration 25Q: 3 clusters Score -5638309 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -5638358.000000 Penalty: 5095.637695
	Iteration 26Q: 3 clusters Score -5638358 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5638375.500000 Penalty: 5095.637695
	Iteration 27Q: 3 clusters Score -5638376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5638413.000000 Penalty: 5095.637695
	Iteration 28Q: 3 clusters Score -5638413 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -5638438.000000 Penalty: 5095.637695
	Iteration 29Q: 3 clusters Score -5638438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -5638469.000000 Penalty: 5095.637695
	Iteration 30Q: 3 clusters Score -5638469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -5638474.500000 Penalty: 5095.637695
	Iteration 31Q: 3 clusters Score -5638474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -5638481.500000 Penalty: 5095.637695
	Iteration 32Q: 3 clusters Score -5638482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5638485.500000 Penalty: 5095.637695
	Iteration 33Q: 3 clusters Score -5638486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -5638488.000000 Penalty: 5095.637695
	Iteration 34Q: 3 clusters Score -5638488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -5638492.500000 Penalty: 5095.637695
	Iteration 35Q: 3 clusters Score -5638492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -5638497.500000 Penalty: 5095.637695
	Iteration 36Q: 3 clusters Score -5638498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -5638511.000000 Penalty: 5095.637695
	Iteration 37Q: 3 clusters Score -5638511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5638518.000000 Penalty: 5095.637695
	Iteration 38Q: 3 clusters Score -5638518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -5638520.500000 Penalty: 5095.637695
	Iteration 39Q: 3 clusters Score -5638520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5638525.000000 Penalty: 5095.637695
	Iteration 40F: 3 clusters Score -5638525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5638523.000000 Penalty: 5095.637695
	Iteration 41Q: 3 clusters Score -5638523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -5638536.000000 Penalty: 5095.637695
	Iteration 42Q: 3 clusters Score -5638536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -5638533.500000 Penalty: 5095.637695
	Iteration 43Q: 3 clusters Score -5638534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -5638531.000000 Penalty: 5095.637695
	Iteration 44Q: 3 clusters Score -5638531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5638531.500000 Penalty: 5095.637695
	Iteration 45Q: 3 clusters Score -5638532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5638530.000000 Penalty: 5095.637695
	Iteration 46Q: 3 clusters Score -5638530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5638535.500000 Penalty: 5095.637695
	Iteration 47Q: 3 clusters Score -5638536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5638535.500000 Penalty: 5095.637695
	Iteration 48F: 3 clusters Score -5638536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Entering Unmasked Estep 
Score: -5208782.500000 Penalty: 2515.468018
	Iteration 0F: 2 clusters Score -5208782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -5193222.500000 Penalty: 5030.936035
	Iteration 0F: 3 clusters Score -5193222 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5199175.000000 Penalty: 5030.936035
	Iteration 1F: 3 clusters Score -5199175 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5199562.500000 Penalty: 5030.936035
	Iteration 2Q: 3 clusters Score -5199562 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -5199891.000000 Penalty: 5030.936035
	Iteration 3Q: 3 clusters Score -5199891 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -5200125.500000 Penalty: 5030.936035
	Iteration 4Q: 3 clusters Score -5200126 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5200302.500000 Penalty: 5030.936035
	Iteration 5Q: 3 clusters Score -5200302 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5200491.500000 Penalty: 5030.936035
	Iteration 6Q: 3 clusters Score -5200492 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5200699.500000 Penalty: 5030.936035
	Iteration 7Q: 3 clusters Score -5200700 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5200857.500000 Penalty: 5030.936035
	Iteration 8Q: 3 clusters Score -5200858 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5201036.000000 Penalty: 5030.936035
	Iteration 9Q: 3 clusters Score -5201036 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5201208.000000 Penalty: 5030.936035
	Iteration 10Q: 3 clusters Score -5201208 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5201375.000000 Penalty: 5030.936035
	Iteration 11Q: 3 clusters Score -5201375 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5201513.500000 Penalty: 5030.936035
	Iteration 12Q: 3 clusters Score -5201514 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -5201726.000000 Penalty: 5030.936035
	Iteration 13Q: 3 clusters Score -5201726 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5201840.000000 Penalty: 5030.936035
	Iteration 14Q: 3 clusters Score -5201840 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5202042.000000 Penalty: 5030.936035
	Iteration 15Q: 3 clusters Score -5202042 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5202231.000000 Penalty: 5030.936035
	Iteration 16Q: 3 clusters Score -5202231 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -5202472.000000 Penalty: 5030.936035
	Iteration 17Q: 3 clusters Score -5202472 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5202720.500000 Penalty: 5030.936035
	Iteration 18Q: 3 clusters Score -5202720 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5202951.000000 Penalty: 5030.936035
	Iteration 19Q: 3 clusters Score -5202951 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5203174.000000 Penalty: 5030.936035
	Iteration 20F: 3 clusters Score -5203174 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5203414.000000 Penalty: 5030.936035
	Iteration 21Q: 3 clusters Score -5203414 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5203544.500000 Penalty: 5030.936035
	Iteration 22Q: 3 clusters Score -5203544 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -5203767.500000 Penalty: 5030.936035
	Iteration 23Q: 3 clusters Score -5203768 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5203978.500000 Penalty: 5030.936035
	Iteration 24Q: 3 clusters Score -5203978 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5204178.500000 Penalty: 5030.936035
	Iteration 25Q: 3 clusters Score -5204178 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5204404.000000 Penalty: 5030.936035
	Iteration 26Q: 3 clusters Score -5204404 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -5204539.000000 Penalty: 5030.936035
	Iteration 27Q: 3 clusters Score -5204539 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5204672.000000 Penalty: 5030.936035
	Iteration 28Q: 3 clusters Score -5204672 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5204799.000000 Penalty: 5030.936035
	Iteration 29Q: 3 clusters Score -5204799 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5204897.500000 Penalty: 5030.936035
	Iteration 30Q: 3 clusters Score -5204898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5204914.500000 Penalty: 5030.936035
	Iteration 31Q: 3 clusters Score -5204914 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5204973.000000 Penalty: 5030.936035
	Iteration 32Q: 3 clusters Score -5204973 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5205068.500000 Penalty: 5030.936035
	Iteration 33Q: 3 clusters Score -5205068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5205160.000000 Penalty: 5030.936035
	Iteration 34Q: 3 clusters Score -5205160 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -5205223.500000 Penalty: 5030.936035
	Iteration 35Q: 3 clusters Score -5205224 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5205329.000000 Penalty: 5030.936035
	Iteration 36Q: 3 clusters Score -5205329 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -5205418.500000 Penalty: 5030.936035
	Iteration 37Q: 3 clusters Score -5205418 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5205434.000000 Penalty: 5030.936035
	Iteration 38Q: 3 clusters Score -5205434 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5205516.500000 Penalty: 5030.936035
	Iteration 39Q: 3 clusters Score -5205516 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5205658.000000 Penalty: 5030.936035
	Iteration 40F: 3 clusters Score -5205658 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5205810.000000 Penalty: 5030.936035
	Iteration 41Q: 3 clusters Score -5205810 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5205939.500000 Penalty: 5030.936035
	Iteration 42Q: 3 clusters Score -5205940 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5206030.000000 Penalty: 5030.936035
	Iteration 43Q: 3 clusters Score -5206030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -5206144.500000 Penalty: 5030.936035
	Iteration 44Q: 3 clusters Score -5206144 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5206209.500000 Penalty: 5030.936035
	Iteration 45Q: 3 clusters Score -5206210 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -5206309.000000 Penalty: 5030.936035
	Iteration 46Q: 3 clusters Score -5206309 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5206367.500000 Penalty: 5030.936035
	Iteration 47Q: 3 clusters Score -5206368 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5206499.000000 Penalty: 5030.936035
	Iteration 48Q: 3 clusters Score -5206499 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5206661.000000 Penalty: 5030.936035
	Iteration 49Q: 3 clusters Score -5206661 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5206756.500000 Penalty: 5030.936035
	Iteration 50Q: 3 clusters Score -5206756 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5206917.500000 Penalty: 5030.936035
	Iteration 51Q: 3 clusters Score -5206918 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5206947.500000 Penalty: 5030.936035
	Iteration 52Q: 3 clusters Score -5206948 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -5207135.000000 Penalty: 5030.936035
	Iteration 53Q: 3 clusters Score -5207135 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5207266.500000 Penalty: 5030.936035
	Iteration 54Q: 3 clusters Score -5207266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5207271.000000 Penalty: 5030.936035
	Iteration 55Q: 3 clusters Score -5207271 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5207269.000000 Penalty: 5030.936035
	Iteration 56Q: 3 clusters Score -5207269 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -5207306.500000 Penalty: 5030.936035
	Iteration 57Q: 3 clusters Score -5207306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5207299.000000 Penalty: 5030.936035
	Iteration 58Q: 3 clusters Score -5207299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5207299.500000 Penalty: 5030.936035
	Iteration 59Q: 3 clusters Score -5207300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5207454.000000 Penalty: 5030.936035
	Iteration 60F: 3 clusters Score -5207454 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5207568.500000 Penalty: 5030.936035
	Iteration 61Q: 3 clusters Score -5207568 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5207702.500000 Penalty: 5030.936035
	Iteration 62Q: 3 clusters Score -5207702 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -5207715.500000 Penalty: 5030.936035
	Iteration 63Q: 3 clusters Score -5207716 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5207725.500000 Penalty: 5030.936035
	Iteration 64Q: 3 clusters Score -5207726 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -5207697.000000 Penalty: 5030.936035
	Iteration 65Q: 3 clusters Score -5207697 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -5207539.000000 Penalty: 5030.936035
	Iteration 66Q: 3 clusters Score -5207539 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -5207358.000000 Penalty: 5030.936035
	Iteration 67Q: 3 clusters Score -5207358 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5207288.500000 Penalty: 5030.936035
	Iteration 68Q: 3 clusters Score -5207288 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -5207078.500000 Penalty: 5030.936035
	Iteration 69Q: 3 clusters Score -5207078 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5206953.500000 Penalty: 5030.936035
	Iteration 70Q: 3 clusters Score -5206954 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -5206750.000000 Penalty: 5030.936035
	Iteration 71Q: 3 clusters Score -5206750 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -5206488.500000 Penalty: 5030.936035
	Iteration 72Q: 3 clusters Score -5206488 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5206403.500000 Penalty: 5030.936035
	Iteration 73Q: 3 clusters Score -5206404 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5206336.000000 Penalty: 5030.936035
	Iteration 74Q: 3 clusters Score -5206336 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5206268.000000 Penalty: 5030.936035
	Iteration 75Q: 3 clusters Score -5206268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -5206238.500000 Penalty: 5030.936035
	Iteration 76Q: 3 clusters Score -5206238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -5206133.000000 Penalty: 5030.936035
	Iteration 77Q: 3 clusters Score -5206133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5206111.500000 Penalty: 5030.936035
	Iteration 78Q: 3 clusters Score -5206112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5206097.500000 Penalty: 5030.936035
	Iteration 79Q: 3 clusters Score -5206098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5206490.500000 Penalty: 5030.936035
	Iteration 80F: 3 clusters Score -5206490 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5206452.500000 Penalty: 5030.936035
	Iteration 81Q: 3 clusters Score -5206452 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5206358.500000 Penalty: 5030.936035
	Iteration 82Q: 3 clusters Score -5206358 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5206292.500000 Penalty: 5030.936035
	Iteration 83Q: 3 clusters Score -5206292 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5206195.000000 Penalty: 5030.936035
	Iteration 84Q: 3 clusters Score -5206195 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5206140.500000 Penalty: 5030.936035
	Iteration 85Q: 3 clusters Score -5206140 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5206065.500000 Penalty: 5030.936035
	Iteration 86Q: 3 clusters Score -5206066 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5206006.000000 Penalty: 5030.936035
	Iteration 87Q: 3 clusters Score -5206006 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5205967.500000 Penalty: 5030.936035
	Iteration 88Q: 3 clusters Score -5205968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5205864.500000 Penalty: 5030.936035
	Iteration 89Q: 3 clusters Score -5205864 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -5205799.000000 Penalty: 5030.936035
	Iteration 90Q: 3 clusters Score -5205799 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5205750.000000 Penalty: 5030.936035
	Iteration 91Q: 3 clusters Score -5205750 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -5205716.000000 Penalty: 5030.936035
	Iteration 92Q: 3 clusters Score -5205716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -5205637.500000 Penalty: 5030.936035
	Iteration 93Q: 3 clusters Score -5205638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5205625.500000 Penalty: 5030.936035
	Iteration 94Q: 3 clusters Score -5205626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -5205603.000000 Penalty: 5030.936035
	Iteration 95Q: 3 clusters Score -5205603 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5205594.000000 Penalty: 5030.936035
	Iteration 96Q: 3 clusters Score -5205594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5205605.500000 Penalty: 5030.936035
	Iteration 97Q: 3 clusters Score -5205606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5205663.000000 Penalty: 5030.936035
	Iteration 98Q: 3 clusters Score -5205663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5205698.000000 Penalty: 5030.936035
	Iteration 99Q: 3 clusters Score -5205698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5205734.000000 Penalty: 5030.936035
	Iteration 100F: 3 clusters Score -5205734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5205774.500000 Penalty: 5030.936035
	Iteration 101Q: 3 clusters Score -5205774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5205811.500000 Penalty: 5030.936035
	Iteration 102Q: 3 clusters Score -5205812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5205848.500000 Penalty: 5030.936035
	Iteration 103Q: 3 clusters Score -5205848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5205876.500000 Penalty: 5030.936035
	Iteration 104Q: 3 clusters Score -5205876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5205882.000000 Penalty: 5030.936035
	Iteration 105Q: 3 clusters Score -5205882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5205922.500000 Penalty: 5030.936035
	Iteration 106Q: 3 clusters Score -5205922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5205920.000000 Penalty: 5030.936035
	Iteration 107Q: 3 clusters Score -5205920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -5205933.500000 Penalty: 5030.936035
	Iteration 108Q: 3 clusters Score -5205934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5205980.000000 Penalty: 5030.936035
	Iteration 109Q: 3 clusters Score -5205980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5205994.500000 Penalty: 5030.936035
	Iteration 110Q: 3 clusters Score -5205994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5206011.000000 Penalty: 5030.936035
	Iteration 111Q: 3 clusters Score -5206011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5206007.000000 Penalty: 5030.936035
	Iteration 112Q: 3 clusters Score -5206007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5206055.500000 Penalty: 5030.936035
	Iteration 113Q: 3 clusters Score -5206056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5206076.000000 Penalty: 5030.936035
	Iteration 114Q: 3 clusters Score -5206076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5206101.500000 Penalty: 5030.936035
	Iteration 115Q: 3 clusters Score -5206102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5206115.000000 Penalty: 5030.936035
	Iteration 116Q: 3 clusters Score -5206115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5206113.500000 Penalty: 5030.936035
	Iteration 117Q: 3 clusters Score -5206114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5206105.500000 Penalty: 5030.936035
	Iteration 118Q: 3 clusters Score -5206106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5206111.000000 Penalty: 5030.936035
	Iteration 119Q: 3 clusters Score -5206111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5206112.500000 Penalty: 5030.936035
	Iteration 120F: 3 clusters Score -5206112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5206118.000000 Penalty: 5030.936035
	Iteration 121Q: 3 clusters Score -5206118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5206117.500000 Penalty: 5030.936035
	Iteration 122Q: 3 clusters Score -5206118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -5206120.500000 Penalty: 5030.936035
	Iteration 123Q: 3 clusters Score -5206120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5206125.500000 Penalty: 5030.936035
	Iteration 124Q: 3 clusters Score -5206126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5206123.500000 Penalty: 5030.936035
	Iteration 125Q: 3 clusters Score -5206124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -5206128.500000 Penalty: 5030.936035
	Iteration 126Q: 3 clusters Score -5206128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5206128.500000 Penalty: 5030.936035
	Iteration 127Q: 3 clusters Score -5206128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5206136.500000 Penalty: 5030.936035
	Iteration 128Q: 3 clusters Score -5206136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5206145.000000 Penalty: 5030.936035
	Iteration 129Q: 3 clusters Score -5206145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5206159.500000 Penalty: 5030.936035
	Iteration 130Q: 3 clusters Score -5206160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5206161.000000 Penalty: 5030.936035
	Iteration 131Q: 3 clusters Score -5206161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5206173.000000 Penalty: 5030.936035
	Iteration 132Q: 3 clusters Score -5206173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5206187.000000 Penalty: 5030.936035
	Iteration 133Q: 3 clusters Score -5206187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5206206.500000 Penalty: 5030.936035
	Iteration 134Q: 3 clusters Score -5206206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5206215.000000 Penalty: 5030.936035
	Iteration 135Q: 3 clusters Score -5206215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5206232.000000 Penalty: 5030.936035
	Iteration 136Q: 3 clusters Score -5206232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5206238.500000 Penalty: 5030.936035
	Iteration 137Q: 3 clusters Score -5206238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5206253.000000 Penalty: 5030.936035
	Iteration 138Q: 3 clusters Score -5206253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5206292.500000 Penalty: 5030.936035
	Iteration 139Q: 3 clusters Score -5206292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5206315.000000 Penalty: 5030.936035
	Iteration 140F: 3 clusters Score -5206315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5206322.000000 Penalty: 5030.936035
	Iteration 141Q: 3 clusters Score -5206322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5206336.500000 Penalty: 5030.936035
	Iteration 142Q: 3 clusters Score -5206336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5206343.500000 Penalty: 5030.936035
	Iteration 143Q: 3 clusters Score -5206344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5206360.000000 Penalty: 5030.936035
	Iteration 144Q: 3 clusters Score -5206360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5206394.500000 Penalty: 5030.936035
	Iteration 145Q: 3 clusters Score -5206394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5206392.000000 Penalty: 5030.936035
	Iteration 146Q: 3 clusters Score -5206392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5206398.500000 Penalty: 5030.936035
	Iteration 147Q: 3 clusters Score -5206398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5206406.500000 Penalty: 5030.936035
	Iteration 148Q: 3 clusters Score -5206406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5206411.000000 Penalty: 5030.936035
	Iteration 149Q: 3 clusters Score -5206411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5206425.500000 Penalty: 5030.936035
	Iteration 150Q: 3 clusters Score -5206426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5206431.000000 Penalty: 5030.936035
	Iteration 151Q: 3 clusters Score -5206431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5206441.500000 Penalty: 5030.936035
	Iteration 152Q: 3 clusters Score -5206442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5206438.000000 Penalty: 5030.936035
	Iteration 153Q: 3 clusters Score -5206438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5206442.000000 Penalty: 5030.936035
	Iteration 154Q: 3 clusters Score -5206442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5206438.000000 Penalty: 5030.936035
	Iteration 155Q: 3 clusters Score -5206438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5206438.000000 Penalty: 5030.936035
	Iteration 156F: 3 clusters Score -5206438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20837.720703 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20837.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20983.734375 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20983.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21023.812500 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -21023.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21053.066406 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -21053.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21055.078125 Penalty: 2526.500000
	Iteration 4Q: 3 clusters Score -21055.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21055.078125 Penalty: 2526.500000
	Iteration 5F: 3 clusters Score -21055.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Entering Unmasked Estep 
Score: -4333095.000000 Penalty: 2470.199463
	Iteration 0F: 2 clusters Score -4333095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4319771.000000 Penalty: 4940.398926
	Iteration 0F: 3 clusters Score -4319771 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4324908.500000 Penalty: 4940.398926
	Iteration 1F: 3 clusters Score -4324908 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4325317.500000 Penalty: 4940.398926
	Iteration 2F: 3 clusters Score -4325318 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4325616.000000 Penalty: 4940.398926
	Iteration 3Q: 3 clusters Score -4325616 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -4325950.000000 Penalty: 4940.398926
	Iteration 4Q: 3 clusters Score -4325950 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4326228.500000 Penalty: 4940.398926
	Iteration 5Q: 3 clusters Score -4326228 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -4326531.000000 Penalty: 4940.398926
	Iteration 6Q: 3 clusters Score -4326531 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4326896.500000 Penalty: 4940.398926
	Iteration 7Q: 3 clusters Score -4326896 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -4327319.500000 Penalty: 4940.398926
	Iteration 8Q: 3 clusters Score -4327320 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4327835.000000 Penalty: 4940.398926
	Iteration 9Q: 3 clusters Score -4327835 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4328450.500000 Penalty: 4940.398926
	Iteration 10Q: 3 clusters Score -4328450 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4329114.500000 Penalty: 4940.398926
	Iteration 11Q: 3 clusters Score -4329114 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4329636.500000 Penalty: 4940.398926
	Iteration 12Q: 3 clusters Score -4329636 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4330036.000000 Penalty: 4940.398926
	Iteration 13Q: 3 clusters Score -4330036 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4330337.500000 Penalty: 4940.398926
	Iteration 14Q: 3 clusters Score -4330338 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4330581.500000 Penalty: 4940.398926
	Iteration 15Q: 3 clusters Score -4330582 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4330729.500000 Penalty: 4940.398926
	Iteration 16Q: 3 clusters Score -4330730 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4330880.000000 Penalty: 4940.398926
	Iteration 17Q: 3 clusters Score -4330880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4331006.500000 Penalty: 4940.398926
	Iteration 18Q: 3 clusters Score -4331006 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4331091.500000 Penalty: 4940.398926
	Iteration 19Q: 3 clusters Score -4331092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4331169.500000 Penalty: 4940.398926
	Iteration 20F: 3 clusters Score -4331170 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4331226.500000 Penalty: 4940.398926
	Iteration 21Q: 3 clusters Score -4331226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4331264.000000 Penalty: 4940.398926
	Iteration 22Q: 3 clusters Score -4331264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4331282.500000 Penalty: 4940.398926
	Iteration 23Q: 3 clusters Score -4331282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4331306.500000 Penalty: 4940.398926
	Iteration 24Q: 3 clusters Score -4331306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4331322.500000 Penalty: 4940.398926
	Iteration 25Q: 3 clusters Score -4331322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4331329.000000 Penalty: 4940.398926
	Iteration 26Q: 3 clusters Score -4331329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4331333.500000 Penalty: 4940.398926
	Iteration 27Q: 3 clusters Score -4331334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4331338.500000 Penalty: 4940.398926
	Iteration 28Q: 3 clusters Score -4331338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4331334.000000 Penalty: 4940.398926
	Iteration 29Q: 3 clusters Score -4331334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4331338.500000 Penalty: 4940.398926
	Iteration 30Q: 3 clusters Score -4331338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4331345.000000 Penalty: 4940.398926
	Iteration 31Q: 3 clusters Score -4331345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4331348.000000 Penalty: 4940.398926
	Iteration 32Q: 3 clusters Score -4331348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4331342.500000 Penalty: 4940.398926
	Iteration 33Q: 3 clusters Score -4331342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4331343.000000 Penalty: 4940.398926
	Iteration 34Q: 3 clusters Score -4331343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4331349.000000 Penalty: 4940.398926
	Iteration 35Q: 3 clusters Score -4331349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4331348.500000 Penalty: 4940.398926
	Iteration 36Q: 3 clusters Score -4331348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4331350.000000 Penalty: 4940.398926
	Iteration 37Q: 3 clusters Score -4331350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4331353.000000 Penalty: 4940.398926
	Iteration 38Q: 3 clusters Score -4331353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4331355.500000 Penalty: 4940.398926
	Iteration 39Q: 3 clusters Score -4331356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4331357.000000 Penalty: 4940.398926
	Iteration 40F: 3 clusters Score -4331357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4331355.000000 Penalty: 4940.398926
	Iteration 41Q: 3 clusters Score -4331355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4331351.500000 Penalty: 4940.398926
	Iteration 42Q: 3 clusters Score -4331352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4331355.500000 Penalty: 4940.398926
	Iteration 43Q: 3 clusters Score -4331356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4331360.500000 Penalty: 4940.398926
	Iteration 44Q: 3 clusters Score -4331360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4331354.500000 Penalty: 4940.398926
	Iteration 45Q: 3 clusters Score -4331354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4331353.500000 Penalty: 4940.398926
	Iteration 46Q: 3 clusters Score -4331354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4331353.500000 Penalty: 4940.398926
	Iteration 47F: 3 clusters Score -4331354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Entering Unmasked Estep 
Score: -5641852.000000 Penalty: 2552.014648
	Iteration 0F: 2 clusters Score -5641852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5622439.500000 Penalty: 5104.029297
	Iteration 0F: 3 clusters Score -5622440 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -5629635.500000 Penalty: 5104.029297
	Iteration 1F: 3 clusters Score -5629636 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -5630071.000000 Penalty: 5104.029297
	Iteration 2Q: 3 clusters Score -5630071 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5630466.000000 Penalty: 5104.029297
	Iteration 3Q: 3 clusters Score -5630466 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -5630902.500000 Penalty: 5104.029297
	Iteration 4Q: 3 clusters Score -5630902 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -5631466.500000 Penalty: 5104.029297
	Iteration 5Q: 3 clusters Score -5631466 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -5632194.500000 Penalty: 5104.029297
	Iteration 6F: 3 clusters Score -5632194 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -5633257.000000 Penalty: 5104.029297
	Iteration 7F: 3 clusters Score -5633257 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5634858.500000 Penalty: 5104.029297
	Iteration 8F: 3 clusters Score -5634858 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5636657.500000 Penalty: 5104.029297
	Iteration 9F: 3 clusters Score -5636658 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5638113.000000 Penalty: 5104.029297
	Iteration 10F: 3 clusters Score -5638113 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5638976.500000 Penalty: 5104.029297
	Iteration 11Q: 3 clusters Score -5638976 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5639310.500000 Penalty: 5104.029297
	Iteration 12Q: 3 clusters Score -5639310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5639476.500000 Penalty: 5104.029297
	Iteration 13Q: 3 clusters Score -5639476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5639547.000000 Penalty: 5104.029297
	Iteration 14Q: 3 clusters Score -5639547 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5639594.000000 Penalty: 5104.029297
	Iteration 15Q: 3 clusters Score -5639594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5639637.000000 Penalty: 5104.029297
	Iteration 16Q: 3 clusters Score -5639637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5639654.500000 Penalty: 5104.029297
	Iteration 17Q: 3 clusters Score -5639654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5639668.000000 Penalty: 5104.029297
	Iteration 18Q: 3 clusters Score -5639668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5639674.000000 Penalty: 5104.029297
	Iteration 19Q: 3 clusters Score -5639674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5639675.000000 Penalty: 5104.029297
	Iteration 20F: 3 clusters Score -5639675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5639685.500000 Penalty: 5104.029297
	Iteration 21Q: 3 clusters Score -5639686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5639692.500000 Penalty: 5104.029297
	Iteration 22Q: 3 clusters Score -5639692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5639693.500000 Penalty: 5104.029297
	Iteration 23Q: 3 clusters Score -5639694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5639693.000000 Penalty: 5104.029297
	Iteration 24Q: 3 clusters Score -5639693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5639693.000000 Penalty: 5104.029297
	Iteration 25F: 3 clusters Score -5639693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Entering Unmasked Estep 
Score: -6054069.500000 Penalty: 2567.275146
	Iteration 0F: 2 clusters Score -6054070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -6034449.000000 Penalty: 5134.550293
	Iteration 0F: 3 clusters Score -6034449 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -6042007.000000 Penalty: 5134.550293
	Iteration 1F: 3 clusters Score -6042007 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -6042439.500000 Penalty: 5134.550293
	Iteration 2Q: 3 clusters Score -6042440 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -6043004.000000 Penalty: 5134.550293
	Iteration 3Q: 3 clusters Score -6043004 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -6043660.000000 Penalty: 5134.550293
	Iteration 4Q: 3 clusters Score -6043660 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -6044569.000000 Penalty: 5134.550293
	Iteration 5F: 3 clusters Score -6044569 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -6045832.000000 Penalty: 5134.550293
	Iteration 6F: 3 clusters Score -6045832 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -6047618.000000 Penalty: 5134.550293
	Iteration 7F: 3 clusters Score -6047618 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6049376.500000 Penalty: 5134.550293
	Iteration 8F: 3 clusters Score -6049376 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6050675.000000 Penalty: 5134.550293
	Iteration 9F: 3 clusters Score -6050675 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6051294.000000 Penalty: 5134.550293
	Iteration 10Q: 3 clusters Score -6051294 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6051592.000000 Penalty: 5134.550293
	Iteration 11Q: 3 clusters Score -6051592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6051704.000000 Penalty: 5134.550293
	Iteration 12Q: 3 clusters Score -6051704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6051768.500000 Penalty: 5134.550293
	Iteration 13Q: 3 clusters Score -6051768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6051800.000000 Penalty: 5134.550293
	Iteration 14Q: 3 clusters Score -6051800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6051824.000000 Penalty: 5134.550293
	Iteration 15Q: 3 clusters Score -6051824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6051844.000000 Penalty: 5134.550293
	Iteration 16Q: 3 clusters Score -6051844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6051854.500000 Penalty: 5134.550293
	Iteration 17Q: 3 clusters Score -6051854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6051857.000000 Penalty: 5134.550293
	Iteration 18Q: 3 clusters Score -6051857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6051864.500000 Penalty: 5134.550293
	Iteration 19Q: 3 clusters Score -6051864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6051864.500000 Penalty: 5134.550293
	Iteration 20F: 3 clusters Score -6051864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (18826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Entering Unmasked Estep 
Score: -3891885.750000 Penalty: 2441.062500
	Iteration 0F: 2 clusters Score -3891886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3880111.500000 Penalty: 4882.125000
	Iteration 0F: 3 clusters Score -3880112 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3884408.250000 Penalty: 4882.125000
	Iteration 1F: 3 clusters Score -3884408 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3884714.750000 Penalty: 4882.125000
	Iteration 2F: 3 clusters Score -3884715 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3885007.000000 Penalty: 4882.125000
	Iteration 3Q: 3 clusters Score -3885007 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -3885239.500000 Penalty: 4882.125000
	Iteration 4Q: 3 clusters Score -3885240 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -3885533.750000 Penalty: 4882.125000
	Iteration 5Q: 3 clusters Score -3885534 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3885819.750000 Penalty: 4882.125000
	Iteration 6Q: 3 clusters Score -3885820 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3886106.000000 Penalty: 4882.125000
	Iteration 7F: 3 clusters Score -3886106 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3886462.750000 Penalty: 4882.125000
	Iteration 8F: 3 clusters Score -3886463 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3887093.000000 Penalty: 4882.125000
	Iteration 9F: 3 clusters Score -3887093 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3887737.250000 Penalty: 4882.125000
	Iteration 10F: 3 clusters Score -3887737 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3888259.250000 Penalty: 4882.125000
	Iteration 11Q: 3 clusters Score -3888259 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3888780.250000 Penalty: 4882.125000
	Iteration 12Q: 3 clusters Score -3888780 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3889193.000000 Penalty: 4882.125000
	Iteration 13Q: 3 clusters Score -3889193 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3889396.000000 Penalty: 4882.125000
	Iteration 14Q: 3 clusters Score -3889396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3889503.500000 Penalty: 4882.125000
	Iteration 15Q: 3 clusters Score -3889504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3889574.250000 Penalty: 4882.125000
	Iteration 16Q: 3 clusters Score -3889574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3889625.750000 Penalty: 4882.125000
	Iteration 17Q: 3 clusters Score -3889626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3889636.500000 Penalty: 4882.125000
	Iteration 18Q: 3 clusters Score -3889636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3889656.000000 Penalty: 4882.125000
	Iteration 19Q: 3 clusters Score -3889656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3889663.750000 Penalty: 4882.125000
	Iteration 20F: 3 clusters Score -3889664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3889667.750000 Penalty: 4882.125000
	Iteration 21Q: 3 clusters Score -3889668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -3889668.250000 Penalty: 4882.125000
	Iteration 22Q: 3 clusters Score -3889668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -3889673.000000 Penalty: 4882.125000
	Iteration 23Q: 3 clusters Score -3889673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -3889677.500000 Penalty: 4882.125000
	Iteration 24Q: 3 clusters Score -3889678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3889682.000000 Penalty: 4882.125000
	Iteration 25Q: 3 clusters Score -3889682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3889684.250000 Penalty: 4882.125000
	Iteration 26Q: 3 clusters Score -3889684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3889700.250000 Penalty: 4882.125000
	Iteration 27Q: 3 clusters Score -3889700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3889702.250000 Penalty: 4882.125000
	Iteration 28Q: 3 clusters Score -3889702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3889707.500000 Penalty: 4882.125000
	Iteration 29Q: 3 clusters Score -3889708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3889706.750000 Penalty: 4882.125000
	Iteration 30Q: 3 clusters Score -3889707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3889706.750000 Penalty: 4882.125000
	Iteration 31F: 3 clusters Score -3889707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 1741 members 
Mstep: Class 3 contains 29340 members 
Mstep: Class 4 contains 25706 members 
Mstep: Class 5 contains 28786 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 22238 members 
Mstep: Class 8 contains 25097 members 
Mstep: Class 9 contains 33859 members 
Mstep: Class 10 contains 37470 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30069 members 
Mstep: Class 13 contains 19839 members 
Mstep: Class 14 contains 43839 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 30459 members 
Mstep: Class 19 contains 26544 members 
Mstep: Class 20 contains 23934 members 
Mstep: Class 21 contains 43867 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27157 members 
Mstep: Class 24 contains 25343 members 
Mstep: Class 25 contains 32148 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32433 members 
Mstep: Class 28 contains 21186 members 
Mstep: Class 29 contains 28344 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25918 members 
Mstep: Class 33 contains 21616 members 
Mstep: Class 34 contains 24964 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 25879 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19956 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28954 members 
Mstep: Class 41 contains 25413 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21173 members 
Mstep: Class 44 contains 29448 members 
Mstep: Class 45 contains 31317 members 
Mstep: Class 46 contains 18826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455360.000000 Penalty: 156710.000000
Iteration 319Q: 47 clusters Score -1.774554e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1735 members 
Mstep: Class 3 contains 29329 members 
Mstep: Class 4 contains 25681 members 
Mstep: Class 5 contains 28779 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 22245 members 
Mstep: Class 8 contains 25079 members 
Mstep: Class 9 contains 33854 members 
Mstep: Class 10 contains 37340 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30063 members 
Mstep: Class 13 contains 19835 members 
Mstep: Class 14 contains 43853 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 30494 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 23949 members 
Mstep: Class 21 contains 43931 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 27020 members 
Mstep: Class 24 contains 25280 members 
Mstep: Class 25 contains 32136 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32438 members 
Mstep: Class 28 contains 21186 members 
Mstep: Class 29 contains 28346 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25931 members 
Mstep: Class 33 contains 21628 members 
Mstep: Class 34 contains 24951 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 25867 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19967 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28960 members 
Mstep: Class 41 contains 25420 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21228 members 
Mstep: Class 44 contains 29453 members 
Mstep: Class 45 contains 31336 members 
Mstep: Class 46 contains 18858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455424.000000 Penalty: 156710.000000
Iteration 320F: 47 clusters Score -1.774554e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 29311 members 
Mstep: Class 4 contains 25660 members 
Mstep: Class 5 contains 28776 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 22230 members 
Mstep: Class 8 contains 25062 members 
Mstep: Class 9 contains 33847 members 
Mstep: Class 10 contains 37176 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30062 members 
Mstep: Class 13 contains 19848 members 
Mstep: Class 14 contains 43867 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9938 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30509 members 
Mstep: Class 19 contains 26534 members 
Mstep: Class 20 contains 23968 members 
Mstep: Class 21 contains 43991 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 26940 members 
Mstep: Class 24 contains 25235 members 
Mstep: Class 25 contains 32117 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32449 members 
Mstep: Class 28 contains 21174 members 
Mstep: Class 29 contains 28350 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25937 members 
Mstep: Class 33 contains 21642 members 
Mstep: Class 34 contains 24928 members 
Mstep: Class 35 contains 2357 members 
Mstep: Class 36 contains 25855 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19951 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28981 members 
Mstep: Class 41 contains 25426 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21279 members 
Mstep: Class 44 contains 29451 members 
Mstep: Class 45 contains 31332 members 
Mstep: Class 46 contains 18903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455360.000000 Penalty: 156710.000000
Iteration 321Q: 47 clusters Score -1.774554e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1731 members 
Mstep: Class 3 contains 29289 members 
Mstep: Class 4 contains 25664 members 
Mstep: Class 5 contains 28780 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 22215 members 
Mstep: Class 8 contains 25059 members 
Mstep: Class 9 contains 33846 members 
Mstep: Class 10 contains 36971 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30068 members 
Mstep: Class 13 contains 19843 members 
Mstep: Class 14 contains 43878 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9933 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30519 members 
Mstep: Class 19 contains 26535 members 
Mstep: Class 20 contains 23974 members 
Mstep: Class 21 contains 44033 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 26858 members 
Mstep: Class 24 contains 25188 members 
Mstep: Class 25 contains 32102 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32454 members 
Mstep: Class 28 contains 21171 members 
Mstep: Class 29 contains 28363 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25943 members 
Mstep: Class 33 contains 21648 members 
Mstep: Class 34 contains 24913 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 25845 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19943 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28996 members 
Mstep: Class 41 contains 25423 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21309 members 
Mstep: Class 44 contains 29449 members 
Mstep: Class 45 contains 31343 members 
Mstep: Class 46 contains 18952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455552.000000 Penalty: 156710.000000
Iteration 322Q: 47 clusters Score -1.774556e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 1730 members 
Mstep: Class 3 contains 29299 members 
Mstep: Class 4 contains 25645 members 
Mstep: Class 5 contains 28809 members 
Mstep: Class 6 contains 4256 members 
Mstep: Class 7 contains 22193 members 
Mstep: Class 8 contains 25046 members 
Mstep: Class 9 contains 33842 members 
Mstep: Class 10 contains 36762 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30056 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 43875 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30553 members 
Mstep: Class 19 contains 26540 members 
Mstep: Class 20 contains 23981 members 
Mstep: Class 21 contains 44053 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 26799 members 
Mstep: Class 24 contains 25147 members 
Mstep: Class 25 contains 32091 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32462 members 
Mstep: Class 28 contains 21191 members 
Mstep: Class 29 contains 28357 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1854 members 
Mstep: Class 32 contains 25948 members 
Mstep: Class 33 contains 21658 members 
Mstep: Class 34 contains 24897 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25827 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19938 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29016 members 
Mstep: Class 41 contains 25416 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21346 members 
Mstep: Class 44 contains 29451 members 
Mstep: Class 45 contains 31345 members 
Mstep: Class 46 contains 18974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455616.000000 Penalty: 156710.000000
Iteration 323Q: 47 clusters Score -1.774556e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 29306 members 
Mstep: Class 4 contains 25621 members 
Mstep: Class 5 contains 28805 members 
Mstep: Class 6 contains 4253 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 25030 members 
Mstep: Class 9 contains 33836 members 
Mstep: Class 10 contains 36566 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30039 members 
Mstep: Class 13 contains 19850 members 
Mstep: Class 14 contains 43861 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30549 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 23988 members 
Mstep: Class 21 contains 44066 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 26777 members 
Mstep: Class 24 contains 25095 members 
Mstep: Class 25 contains 32066 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32486 members 
Mstep: Class 28 contains 21206 members 
Mstep: Class 29 contains 28356 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1852 members 
Mstep: Class 32 contains 25968 members 
Mstep: Class 33 contains 21661 members 
Mstep: Class 34 contains 24889 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25829 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19940 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29012 members 
Mstep: Class 41 contains 25419 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21400 members 
Mstep: Class 44 contains 29456 members 
Mstep: Class 45 contains 31371 members 
Mstep: Class 46 contains 18993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456096.000000 Penalty: 156710.000000
Iteration 324Q: 47 clusters Score -1.774561e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 29314 members 
Mstep: Class 4 contains 25583 members 
Mstep: Class 5 contains 28811 members 
Mstep: Class 6 contains 4254 members 
Mstep: Class 7 contains 22186 members 
Mstep: Class 8 contains 25022 members 
Mstep: Class 9 contains 33829 members 
Mstep: Class 10 contains 36341 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30043 members 
Mstep: Class 13 contains 19862 members 
Mstep: Class 14 contains 43849 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9927 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30556 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 23993 members 
Mstep: Class 21 contains 44064 members 
Mstep: Class 22 contains 761 members 
Mstep: Class 23 contains 26754 members 
Mstep: Class 24 contains 25079 members 
Mstep: Class 25 contains 32044 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32497 members 
Mstep: Class 28 contains 21237 members 
Mstep: Class 29 contains 28346 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1851 members 
Mstep: Class 32 contains 25970 members 
Mstep: Class 33 contains 21667 members 
Mstep: Class 34 contains 24872 members 
Mstep: Class 35 contains 2354 members 
Mstep: Class 36 contains 25809 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19948 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29016 members 
Mstep: Class 41 contains 25412 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21441 members 
Mstep: Class 44 contains 29462 members 
Mstep: Class 45 contains 31386 members 
Mstep: Class 46 contains 19013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455760.000000 Penalty: 156710.000000
Iteration 325Q: 47 clusters Score -1.774558e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 29310 members 
Mstep: Class 4 contains 25557 members 
Mstep: Class 5 contains 28825 members 
Mstep: Class 6 contains 4254 members 
Mstep: Class 7 contains 22175 members 
Mstep: Class 8 contains 25023 members 
Mstep: Class 9 contains 33825 members 
Mstep: Class 10 contains 36139 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30043 members 
Mstep: Class 13 contains 19857 members 
Mstep: Class 14 contains 43810 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9932 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30572 members 
Mstep: Class 19 contains 26519 members 
Mstep: Class 20 contains 24002 members 
Mstep: Class 21 contains 44102 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26734 members 
Mstep: Class 24 contains 25053 members 
Mstep: Class 25 contains 32041 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32513 members 
Mstep: Class 28 contains 21282 members 
Mstep: Class 29 contains 28345 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1850 members 
Mstep: Class 32 contains 25959 members 
Mstep: Class 33 contains 21664 members 
Mstep: Class 34 contains 24847 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25783 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19955 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29033 members 
Mstep: Class 41 contains 25404 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21487 members 
Mstep: Class 44 contains 29473 members 
Mstep: Class 45 contains 31375 members 
Mstep: Class 46 contains 19029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455952.000000 Penalty: 156710.000000
Iteration 326Q: 47 clusters Score -1.77456e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 29317 members 
Mstep: Class 4 contains 25538 members 
Mstep: Class 5 contains 28836 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 22164 members 
Mstep: Class 8 contains 25022 members 
Mstep: Class 9 contains 33827 members 
Mstep: Class 10 contains 35975 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30021 members 
Mstep: Class 13 contains 19856 members 
Mstep: Class 14 contains 43791 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30585 members 
Mstep: Class 19 contains 26514 members 
Mstep: Class 20 contains 24014 members 
Mstep: Class 21 contains 44114 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26724 members 
Mstep: Class 24 contains 25025 members 
Mstep: Class 25 contains 32030 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32535 members 
Mstep: Class 28 contains 21315 members 
Mstep: Class 29 contains 28346 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1848 members 
Mstep: Class 32 contains 25942 members 
Mstep: Class 33 contains 21660 members 
Mstep: Class 34 contains 24813 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 25805 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19949 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29027 members 
Mstep: Class 41 contains 25393 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21537 members 
Mstep: Class 44 contains 29460 members 
Mstep: Class 45 contains 31372 members 
Mstep: Class 46 contains 19039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456304.000000 Penalty: 156710.000000
Iteration 327Q: 47 clusters Score -1.774563e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 29325 members 
Mstep: Class 4 contains 25538 members 
Mstep: Class 5 contains 28851 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 22150 members 
Mstep: Class 8 contains 25013 members 
Mstep: Class 9 contains 33816 members 
Mstep: Class 10 contains 35808 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30020 members 
Mstep: Class 13 contains 19839 members 
Mstep: Class 14 contains 43812 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9918 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30606 members 
Mstep: Class 19 contains 26501 members 
Mstep: Class 20 contains 24026 members 
Mstep: Class 21 contains 44098 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26694 members 
Mstep: Class 24 contains 25001 members 
Mstep: Class 25 contains 32007 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32545 members 
Mstep: Class 28 contains 21369 members 
Mstep: Class 29 contains 28344 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1846 members 
Mstep: Class 32 contains 25944 members 
Mstep: Class 33 contains 21647 members 
Mstep: Class 34 contains 24772 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25813 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19959 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29019 members 
Mstep: Class 41 contains 25373 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21580 members 
Mstep: Class 44 contains 29449 members 
Mstep: Class 45 contains 31388 members 
Mstep: Class 46 contains 19048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456160.000000 Penalty: 156710.000000
Iteration 328Q: 47 clusters Score -1.774562e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1716 members 
Mstep: Class 3 contains 29352 members 
Mstep: Class 4 contains 25549 members 
Mstep: Class 5 contains 28863 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 22138 members 
Mstep: Class 8 contains 25011 members 
Mstep: Class 9 contains 33804 members 
Mstep: Class 10 contains 35591 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30022 members 
Mstep: Class 13 contains 19815 members 
Mstep: Class 14 contains 43832 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9913 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30635 members 
Mstep: Class 19 contains 26503 members 
Mstep: Class 20 contains 24043 members 
Mstep: Class 21 contains 44101 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26664 members 
Mstep: Class 24 contains 24965 members 
Mstep: Class 25 contains 32011 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32564 members 
Mstep: Class 28 contains 21418 members 
Mstep: Class 29 contains 28331 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1844 members 
Mstep: Class 32 contains 25939 members 
Mstep: Class 33 contains 21636 members 
Mstep: Class 34 contains 24719 members 
Mstep: Class 35 contains 2355 members 
Mstep: Class 36 contains 25803 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19951 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29013 members 
Mstep: Class 41 contains 25320 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21622 members 
Mstep: Class 44 contains 29434 members 
Mstep: Class 45 contains 31398 members 
Mstep: Class 46 contains 19078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455904.000000 Penalty: 156710.000000
Iteration 329Q: 47 clusters Score -1.774559e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 1715 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 25581 members 
Mstep: Class 5 contains 28853 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22139 members 
Mstep: Class 8 contains 24997 members 
Mstep: Class 9 contains 33788 members 
Mstep: Class 10 contains 35377 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30018 members 
Mstep: Class 13 contains 19794 members 
Mstep: Class 14 contains 43852 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30660 members 
Mstep: Class 19 contains 26507 members 
Mstep: Class 20 contains 24040 members 
Mstep: Class 21 contains 44124 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26630 members 
Mstep: Class 24 contains 24949 members 
Mstep: Class 25 contains 32015 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32577 members 
Mstep: Class 28 contains 21473 members 
Mstep: Class 29 contains 28327 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1841 members 
Mstep: Class 32 contains 25937 members 
Mstep: Class 33 contains 21636 members 
Mstep: Class 34 contains 24675 members 
Mstep: Class 35 contains 2356 members 
Mstep: Class 36 contains 25792 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19959 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 29003 members 
Mstep: Class 41 contains 25244 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21668 members 
Mstep: Class 44 contains 29415 members 
Mstep: Class 45 contains 31412 members 
Mstep: Class 46 contains 19120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456352.000000 Penalty: 156710.000000
Iteration 330Q: 47 clusters Score -1.774564e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 29339 members 
Mstep: Class 4 contains 25584 members 
Mstep: Class 5 contains 28876 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22118 members 
Mstep: Class 8 contains 24974 members 
Mstep: Class 9 contains 33765 members 
Mstep: Class 10 contains 35152 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30030 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 43863 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30664 members 
Mstep: Class 19 contains 26510 members 
Mstep: Class 20 contains 24027 members 
Mstep: Class 21 contains 44138 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26627 members 
Mstep: Class 24 contains 24948 members 
Mstep: Class 25 contains 32026 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32598 members 
Mstep: Class 28 contains 21508 members 
Mstep: Class 29 contains 28336 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1839 members 
Mstep: Class 32 contains 25927 members 
Mstep: Class 33 contains 21637 members 
Mstep: Class 34 contains 24661 members 
Mstep: Class 35 contains 2358 members 
Mstep: Class 36 contains 25788 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20002 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28971 members 
Mstep: Class 41 contains 25167 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21705 members 
Mstep: Class 44 contains 29415 members 
Mstep: Class 45 contains 31417 members 
Mstep: Class 46 contains 19152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456144.000000 Penalty: 156710.000000
Iteration 331Q: 47 clusters Score -1.774561e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1711 members 
Mstep: Class 3 contains 29339 members 
Mstep: Class 4 contains 25570 members 
Mstep: Class 5 contains 28870 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22104 members 
Mstep: Class 8 contains 24961 members 
Mstep: Class 9 contains 33767 members 
Mstep: Class 10 contains 34940 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30040 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 43881 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 30684 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 23985 members 
Mstep: Class 21 contains 44167 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 24941 members 
Mstep: Class 25 contains 32022 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32606 members 
Mstep: Class 28 contains 21563 members 
Mstep: Class 29 contains 28333 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1835 members 
Mstep: Class 32 contains 25919 members 
Mstep: Class 33 contains 21627 members 
Mstep: Class 34 contains 24683 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 25781 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20017 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28939 members 
Mstep: Class 41 contains 25102 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21759 members 
Mstep: Class 44 contains 29398 members 
Mstep: Class 45 contains 31431 members 
Mstep: Class 46 contains 19194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456016.000000 Penalty: 156710.000000
Iteration 332Q: 47 clusters Score -1.77456e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 3 contains 29351 members 
Mstep: Class 4 contains 25567 members 
Mstep: Class 5 contains 28884 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 22094 members 
Mstep: Class 8 contains 24944 members 
Mstep: Class 9 contains 33768 members 
Mstep: Class 10 contains 34749 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30048 members 
Mstep: Class 13 contains 19700 members 
Mstep: Class 14 contains 43892 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 30692 members 
Mstep: Class 19 contains 26520 members 
Mstep: Class 20 contains 23948 members 
Mstep: Class 21 contains 44184 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26610 members 
Mstep: Class 24 contains 24933 members 
Mstep: Class 25 contains 32019 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32620 members 
Mstep: Class 28 contains 21608 members 
Mstep: Class 29 contains 28318 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1831 members 
Mstep: Class 32 contains 25888 members 
Mstep: Class 33 contains 21611 members 
Mstep: Class 34 contains 24727 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 25777 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20021 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28923 members 
Mstep: Class 41 contains 25042 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21808 members 
Mstep: Class 44 contains 29383 members 
Mstep: Class 45 contains 31431 members 
Mstep: Class 46 contains 19221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456176.000000 Penalty: 156710.000000
Iteration 333Q: 47 clusters Score -1.774562e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 29363 members 
Mstep: Class 4 contains 25521 members 
Mstep: Class 5 contains 28873 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 22080 members 
Mstep: Class 8 contains 24935 members 
Mstep: Class 9 contains 33771 members 
Mstep: Class 10 contains 34572 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30055 members 
Mstep: Class 13 contains 19686 members 
Mstep: Class 14 contains 43886 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 30718 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 23920 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26605 members 
Mstep: Class 24 contains 24891 members 
Mstep: Class 25 contains 32024 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32629 members 
Mstep: Class 28 contains 21636 members 
Mstep: Class 29 contains 28308 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1827 members 
Mstep: Class 32 contains 25890 members 
Mstep: Class 33 contains 21611 members 
Mstep: Class 34 contains 24762 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25770 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20023 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28898 members 
Mstep: Class 41 contains 25044 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21884 members 
Mstep: Class 44 contains 29350 members 
Mstep: Class 45 contains 31439 members 
Mstep: Class 46 contains 19255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456144.000000 Penalty: 156710.000000
Iteration 334Q: 47 clusters Score -1.774561e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 29387 members 
Mstep: Class 4 contains 25480 members 
Mstep: Class 5 contains 28861 members 
Mstep: Class 6 contains 4245 members 
Mstep: Class 7 contains 22069 members 
Mstep: Class 8 contains 24933 members 
Mstep: Class 9 contains 33774 members 
Mstep: Class 10 contains 34386 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30063 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 43886 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9914 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 30747 members 
Mstep: Class 19 contains 26507 members 
Mstep: Class 20 contains 23899 members 
Mstep: Class 21 contains 44215 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26585 members 
Mstep: Class 24 contains 24851 members 
Mstep: Class 25 contains 32016 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32634 members 
Mstep: Class 28 contains 21671 members 
Mstep: Class 29 contains 28300 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1822 members 
Mstep: Class 32 contains 25874 members 
Mstep: Class 33 contains 21608 members 
Mstep: Class 34 contains 24780 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25783 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20019 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28880 members 
Mstep: Class 41 contains 25065 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21939 members 
Mstep: Class 44 contains 29328 members 
Mstep: Class 45 contains 31449 members 
Mstep: Class 46 contains 19281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456464.000000 Penalty: 156710.000000
Iteration 335Q: 47 clusters Score -1.774565e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 29415 members 
Mstep: Class 4 contains 25418 members 
Mstep: Class 5 contains 28875 members 
Mstep: Class 6 contains 4247 members 
Mstep: Class 7 contains 22056 members 
Mstep: Class 8 contains 24923 members 
Mstep: Class 9 contains 33781 members 
Mstep: Class 10 contains 34220 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30072 members 
Mstep: Class 13 contains 19675 members 
Mstep: Class 14 contains 43879 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9912 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 30755 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 23895 members 
Mstep: Class 21 contains 44228 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26585 members 
Mstep: Class 24 contains 24813 members 
Mstep: Class 25 contains 32020 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32631 members 
Mstep: Class 28 contains 21683 members 
Mstep: Class 29 contains 28283 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1818 members 
Mstep: Class 32 contains 25850 members 
Mstep: Class 33 contains 21605 members 
Mstep: Class 34 contains 24786 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25788 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20008 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28884 members 
Mstep: Class 41 contains 25089 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21975 members 
Mstep: Class 44 contains 29325 members 
Mstep: Class 45 contains 31447 members 
Mstep: Class 46 contains 19325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456848.000000 Penalty: 156710.000000
Iteration 336Q: 47 clusters Score -1.774568e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 3 contains 29415 members 
Mstep: Class 4 contains 25394 members 
Mstep: Class 5 contains 28880 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 22043 members 
Mstep: Class 8 contains 24925 members 
Mstep: Class 9 contains 33783 members 
Mstep: Class 10 contains 34056 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30087 members 
Mstep: Class 13 contains 19672 members 
Mstep: Class 14 contains 43895 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 30766 members 
Mstep: Class 19 contains 26511 members 
Mstep: Class 20 contains 23899 members 
Mstep: Class 21 contains 44231 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26572 members 
Mstep: Class 24 contains 24783 members 
Mstep: Class 25 contains 32026 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32634 members 
Mstep: Class 28 contains 21689 members 
Mstep: Class 29 contains 28261 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1813 members 
Mstep: Class 32 contains 25836 members 
Mstep: Class 33 contains 21600 members 
Mstep: Class 34 contains 24774 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25783 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19999 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28901 members 
Mstep: Class 41 contains 25106 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21987 members 
Mstep: Class 44 contains 29314 members 
Mstep: Class 45 contains 31469 members 
Mstep: Class 46 contains 19352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456912.000000 Penalty: 156710.000000
Iteration 337Q: 47 clusters Score -1.774569e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1711 members 
Mstep: Class 3 contains 29430 members 
Mstep: Class 4 contains 25387 members 
Mstep: Class 5 contains 28897 members 
Mstep: Class 6 contains 4249 members 
Mstep: Class 7 contains 22009 members 
Mstep: Class 8 contains 24932 members 
Mstep: Class 9 contains 33778 members 
Mstep: Class 10 contains 33857 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30094 members 
Mstep: Class 13 contains 19658 members 
Mstep: Class 14 contains 43918 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9912 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 30780 members 
Mstep: Class 19 contains 26502 members 
Mstep: Class 20 contains 23892 members 
Mstep: Class 21 contains 44223 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 24744 members 
Mstep: Class 25 contains 32024 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32630 members 
Mstep: Class 28 contains 21693 members 
Mstep: Class 29 contains 28248 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1807 members 
Mstep: Class 32 contains 25837 members 
Mstep: Class 33 contains 21584 members 
Mstep: Class 34 contains 24766 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25783 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19971 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28909 members 
Mstep: Class 41 contains 25117 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22000 members 
Mstep: Class 44 contains 29305 members 
Mstep: Class 45 contains 31469 members 
Mstep: Class 46 contains 19409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456816.000000 Penalty: 156710.000000
Iteration 338Q: 47 clusters Score -1.774568e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 29441 members 
Mstep: Class 4 contains 25400 members 
Mstep: Class 5 contains 28897 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 21992 members 
Mstep: Class 8 contains 24946 members 
Mstep: Class 9 contains 33775 members 
Mstep: Class 10 contains 33652 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30097 members 
Mstep: Class 13 contains 19652 members 
Mstep: Class 14 contains 43914 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30784 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 44238 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26587 members 
Mstep: Class 24 contains 24697 members 
Mstep: Class 25 contains 32018 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32621 members 
Mstep: Class 28 contains 21712 members 
Mstep: Class 29 contains 28227 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1805 members 
Mstep: Class 32 contains 25831 members 
Mstep: Class 33 contains 21575 members 
Mstep: Class 34 contains 24768 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25778 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19937 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28913 members 
Mstep: Class 41 contains 25120 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22027 members 
Mstep: Class 44 contains 29314 members 
Mstep: Class 45 contains 31478 members 
Mstep: Class 46 contains 19436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456928.000000 Penalty: 156710.000000
Iteration 339Q: 47 clusters Score -1.774569e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1708 members 
Mstep: Class 3 contains 29428 members 
Mstep: Class 4 contains 25371 members 
Mstep: Class 5 contains 28903 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 21988 members 
Mstep: Class 8 contains 24957 members 
Mstep: Class 9 contains 33753 members 
Mstep: Class 10 contains 33425 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30101 members 
Mstep: Class 13 contains 19626 members 
Mstep: Class 14 contains 43915 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9905 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30794 members 
Mstep: Class 19 contains 26536 members 
Mstep: Class 20 contains 23889 members 
Mstep: Class 21 contains 44250 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26610 members 
Mstep: Class 24 contains 24655 members 
Mstep: Class 25 contains 32034 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32611 members 
Mstep: Class 28 contains 21738 members 
Mstep: Class 29 contains 28219 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1800 members 
Mstep: Class 32 contains 25811 members 
Mstep: Class 33 contains 21571 members 
Mstep: Class 34 contains 24765 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 25765 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19927 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28901 members 
Mstep: Class 41 contains 25122 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22046 members 
Mstep: Class 44 contains 29325 members 
Mstep: Class 45 contains 31485 members 
Mstep: Class 46 contains 19492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457040.000000 Penalty: 156710.000000
Iteration 340F: 47 clusters Score -1.77457e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1707 members 
Mstep: Class 3 contains 29430 members 
Mstep: Class 4 contains 25331 members 
Mstep: Class 5 contains 28903 members 
Mstep: Class 6 contains 4251 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 24961 members 
Mstep: Class 9 contains 33756 members 
Mstep: Class 10 contains 33176 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30113 members 
Mstep: Class 13 contains 19634 members 
Mstep: Class 14 contains 43924 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9895 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30819 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 23894 members 
Mstep: Class 21 contains 44233 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 24651 members 
Mstep: Class 25 contains 32038 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32606 members 
Mstep: Class 28 contains 21728 members 
Mstep: Class 29 contains 28209 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1798 members 
Mstep: Class 32 contains 25793 members 
Mstep: Class 33 contains 21566 members 
Mstep: Class 34 contains 24771 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 25755 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28899 members 
Mstep: Class 41 contains 25118 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22065 members 
Mstep: Class 44 contains 29322 members 
Mstep: Class 45 contains 31484 members 
Mstep: Class 46 contains 19550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456800.000000 Penalty: 156710.000000
Iteration 341Q: 47 clusters Score -1.774568e+08 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 1707 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 25311 members 
Mstep: Class 5 contains 28911 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 21974 members 
Mstep: Class 8 contains 24957 members 
Mstep: Class 9 contains 33754 members 
Mstep: Class 10 contains 32942 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30132 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 43932 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 26514 members 
Mstep: Class 20 contains 23894 members 
Mstep: Class 21 contains 44237 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 24647 members 
Mstep: Class 25 contains 32031 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32611 members 
Mstep: Class 28 contains 21724 members 
Mstep: Class 29 contains 28195 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25777 members 
Mstep: Class 33 contains 21564 members 
Mstep: Class 34 contains 24761 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 25755 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19921 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28899 members 
Mstep: Class 41 contains 25114 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22085 members 
Mstep: Class 44 contains 29323 members 
Mstep: Class 45 contains 31497 members 
Mstep: Class 46 contains 19587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457296.000000 Penalty: 156710.000000
Iteration 342Q: 47 clusters Score -1.774573e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29421 members 
Mstep: Class 4 contains 25309 members 
Mstep: Class 5 contains 28909 members 
Mstep: Class 6 contains 4243 members 
Mstep: Class 7 contains 21949 members 
Mstep: Class 8 contains 24948 members 
Mstep: Class 9 contains 33755 members 
Mstep: Class 10 contains 32710 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 19638 members 
Mstep: Class 14 contains 43945 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30852 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 23898 members 
Mstep: Class 21 contains 44234 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26634 members 
Mstep: Class 24 contains 24615 members 
Mstep: Class 25 contains 32046 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32612 members 
Mstep: Class 28 contains 21719 members 
Mstep: Class 29 contains 28192 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25775 members 
Mstep: Class 33 contains 21562 members 
Mstep: Class 34 contains 24739 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25759 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19919 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28911 members 
Mstep: Class 41 contains 25113 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22112 members 
Mstep: Class 44 contains 29330 members 
Mstep: Class 45 contains 31507 members 
Mstep: Class 46 contains 19616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457600.000000 Penalty: 156710.000000
Iteration 343Q: 47 clusters Score -1.774576e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 25317 members 
Mstep: Class 5 contains 28916 members 
Mstep: Class 6 contains 4246 members 
Mstep: Class 7 contains 21937 members 
Mstep: Class 8 contains 24953 members 
Mstep: Class 9 contains 33742 members 
Mstep: Class 10 contains 32516 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 19652 members 
Mstep: Class 14 contains 43965 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9887 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30872 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 23906 members 
Mstep: Class 21 contains 44220 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26640 members 
Mstep: Class 24 contains 24596 members 
Mstep: Class 25 contains 32057 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32622 members 
Mstep: Class 28 contains 21720 members 
Mstep: Class 29 contains 28185 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25766 members 
Mstep: Class 33 contains 21559 members 
Mstep: Class 34 contains 24721 members 
Mstep: Class 35 contains 2360 members 
Mstep: Class 36 contains 25747 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28907 members 
Mstep: Class 41 contains 25106 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22139 members 
Mstep: Class 44 contains 29336 members 
Mstep: Class 45 contains 31512 members 
Mstep: Class 46 contains 19630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457552.000000 Penalty: 156710.000000
Iteration 344Q: 47 clusters Score -1.774576e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29425 members 
Mstep: Class 4 contains 25308 members 
Mstep: Class 5 contains 28918 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 24956 members 
Mstep: Class 9 contains 33722 members 
Mstep: Class 10 contains 32296 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30137 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 43976 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9890 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 30886 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 23911 members 
Mstep: Class 21 contains 44225 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26650 members 
Mstep: Class 24 contains 24581 members 
Mstep: Class 25 contains 32081 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32614 members 
Mstep: Class 28 contains 21714 members 
Mstep: Class 29 contains 28185 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25761 members 
Mstep: Class 33 contains 21558 members 
Mstep: Class 34 contains 24708 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 25737 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19888 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28913 members 
Mstep: Class 41 contains 25086 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22164 members 
Mstep: Class 44 contains 29346 members 
Mstep: Class 45 contains 31508 members 
Mstep: Class 46 contains 19646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457088.000000 Penalty: 156710.000000
Iteration 345Q: 47 clusters Score -1.774571e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29408 members 
Mstep: Class 4 contains 25302 members 
Mstep: Class 5 contains 28914 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 21933 members 
Mstep: Class 8 contains 24948 members 
Mstep: Class 9 contains 33718 members 
Mstep: Class 10 contains 32077 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 19682 members 
Mstep: Class 14 contains 43999 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9896 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30891 members 
Mstep: Class 19 contains 26481 members 
Mstep: Class 20 contains 23918 members 
Mstep: Class 21 contains 44193 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26655 members 
Mstep: Class 24 contains 24574 members 
Mstep: Class 25 contains 32100 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32602 members 
Mstep: Class 28 contains 21714 members 
Mstep: Class 29 contains 28191 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25759 members 
Mstep: Class 33 contains 21556 members 
Mstep: Class 34 contains 24687 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25746 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19881 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28904 members 
Mstep: Class 41 contains 25073 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22176 members 
Mstep: Class 44 contains 29356 members 
Mstep: Class 45 contains 31531 members 
Mstep: Class 46 contains 19673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457168.000000 Penalty: 156710.000000
Iteration 346Q: 47 clusters Score -1.774572e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29409 members 
Mstep: Class 4 contains 25295 members 
Mstep: Class 5 contains 28909 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 24943 members 
Mstep: Class 9 contains 33710 members 
Mstep: Class 10 contains 31857 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30160 members 
Mstep: Class 13 contains 19691 members 
Mstep: Class 14 contains 44036 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30880 members 
Mstep: Class 19 contains 26480 members 
Mstep: Class 20 contains 23917 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26648 members 
Mstep: Class 24 contains 24573 members 
Mstep: Class 25 contains 32123 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32602 members 
Mstep: Class 28 contains 21709 members 
Mstep: Class 29 contains 28174 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25758 members 
Mstep: Class 33 contains 21549 members 
Mstep: Class 34 contains 24680 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 25752 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19892 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28904 members 
Mstep: Class 41 contains 25049 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22193 members 
Mstep: Class 44 contains 29368 members 
Mstep: Class 45 contains 31535 members 
Mstep: Class 46 contains 19686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457696.000000 Penalty: 156710.000000
Iteration 347Q: 47 clusters Score -1.774577e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29414 members 
Mstep: Class 4 contains 25274 members 
Mstep: Class 5 contains 28910 members 
Mstep: Class 6 contains 4236 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 24948 members 
Mstep: Class 9 contains 33705 members 
Mstep: Class 10 contains 31654 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 19706 members 
Mstep: Class 14 contains 44055 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9899 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30892 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 23918 members 
Mstep: Class 21 contains 44144 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26655 members 
Mstep: Class 24 contains 24553 members 
Mstep: Class 25 contains 32144 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32606 members 
Mstep: Class 28 contains 21722 members 
Mstep: Class 29 contains 28170 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25738 members 
Mstep: Class 33 contains 21545 members 
Mstep: Class 34 contains 24681 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25761 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19901 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28899 members 
Mstep: Class 41 contains 25020 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22198 members 
Mstep: Class 44 contains 29360 members 
Mstep: Class 45 contains 31539 members 
Mstep: Class 46 contains 19698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457248.000000 Penalty: 156710.000000
Iteration 348Q: 47 clusters Score -1.774572e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29400 members 
Mstep: Class 4 contains 25261 members 
Mstep: Class 5 contains 28922 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 21928 members 
Mstep: Class 8 contains 24944 members 
Mstep: Class 9 contains 33697 members 
Mstep: Class 10 contains 31447 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 19716 members 
Mstep: Class 14 contains 44064 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30928 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 23921 members 
Mstep: Class 21 contains 44137 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26668 members 
Mstep: Class 24 contains 24523 members 
Mstep: Class 25 contains 32150 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32610 members 
Mstep: Class 28 contains 21734 members 
Mstep: Class 29 contains 28171 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1797 members 
Mstep: Class 32 contains 25718 members 
Mstep: Class 33 contains 21556 members 
Mstep: Class 34 contains 24690 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25760 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19906 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28912 members 
Mstep: Class 41 contains 24988 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22217 members 
Mstep: Class 44 contains 29350 members 
Mstep: Class 45 contains 31547 members 
Mstep: Class 46 contains 19710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457280.000000 Penalty: 156710.000000
Iteration 349Q: 47 clusters Score -1.774573e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 1706 members 
Mstep: Class 3 contains 29411 members 
Mstep: Class 4 contains 25255 members 
Mstep: Class 5 contains 28923 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 24935 members 
Mstep: Class 9 contains 33693 members 
Mstep: Class 10 contains 31266 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30159 members 
Mstep: Class 13 contains 19716 members 
Mstep: Class 14 contains 44063 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9895 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30949 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 23919 members 
Mstep: Class 21 contains 44130 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26677 members 
Mstep: Class 24 contains 24504 members 
Mstep: Class 25 contains 32148 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32605 members 
Mstep: Class 28 contains 21729 members 
Mstep: Class 29 contains 28173 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1796 members 
Mstep: Class 32 contains 25722 members 
Mstep: Class 33 contains 21561 members 
Mstep: Class 34 contains 24688 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 25764 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19924 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28929 members 
Mstep: Class 41 contains 24975 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22229 members 
Mstep: Class 44 contains 29346 members 
Mstep: Class 45 contains 31539 members 
Mstep: Class 46 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457520.000000 Penalty: 156710.000000
Iteration 350Q: 47 clusters Score -1.774575e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 1705 members 
Mstep: Class 3 contains 29432 members 
Mstep: Class 4 contains 25252 members 
Mstep: Class 5 contains 28933 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 21909 members 
Mstep: Class 8 contains 24937 members 
Mstep: Class 9 contains 33683 members 
Mstep: Class 10 contains 31053 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30168 members 
Mstep: Class 13 contains 19712 members 
Mstep: Class 14 contains 44062 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9892 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30949 members 
Mstep: Class 19 contains 26512 members 
Mstep: Class 20 contains 23909 members 
Mstep: Class 21 contains 44120 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26687 members 
Mstep: Class 24 contains 24475 members 
Mstep: Class 25 contains 32143 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32600 members 
Mstep: Class 28 contains 21722 members 
Mstep: Class 29 contains 28175 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1796 members 
Mstep: Class 32 contains 25732 members 
Mstep: Class 33 contains 21565 members 
Mstep: Class 34 contains 24686 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25765 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19928 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28937 members 
Mstep: Class 41 contains 24960 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22247 members 
Mstep: Class 44 contains 29345 members 
Mstep: Class 45 contains 31538 members 
Mstep: Class 46 contains 19777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457616.000000 Penalty: 156710.000000
Iteration 351Q: 47 clusters Score -1.774576e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1704 members 
Mstep: Class 3 contains 29424 members 
Mstep: Class 4 contains 25253 members 
Mstep: Class 5 contains 28936 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 21889 members 
Mstep: Class 8 contains 24927 members 
Mstep: Class 9 contains 33679 members 
Mstep: Class 10 contains 30850 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30183 members 
Mstep: Class 13 contains 19705 members 
Mstep: Class 14 contains 44070 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9886 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30958 members 
Mstep: Class 19 contains 26520 members 
Mstep: Class 20 contains 23890 members 
Mstep: Class 21 contains 44134 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26683 members 
Mstep: Class 24 contains 24476 members 
Mstep: Class 25 contains 32128 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32605 members 
Mstep: Class 28 contains 21734 members 
Mstep: Class 29 contains 28169 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25759 members 
Mstep: Class 33 contains 21576 members 
Mstep: Class 34 contains 24688 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 25777 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19922 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28940 members 
Mstep: Class 41 contains 24950 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22248 members 
Mstep: Class 44 contains 29348 members 
Mstep: Class 45 contains 31533 members 
Mstep: Class 46 contains 19797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457392.000000 Penalty: 156710.000000
Iteration 352Q: 47 clusters Score -1.774574e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1704 members 
Mstep: Class 3 contains 29429 members 
Mstep: Class 4 contains 25248 members 
Mstep: Class 5 contains 28923 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 21876 members 
Mstep: Class 8 contains 24914 members 
Mstep: Class 9 contains 33668 members 
Mstep: Class 10 contains 30609 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30166 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 44094 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9881 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30965 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 23871 members 
Mstep: Class 21 contains 44170 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26678 members 
Mstep: Class 24 contains 24460 members 
Mstep: Class 25 contains 32126 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32610 members 
Mstep: Class 28 contains 21767 members 
Mstep: Class 29 contains 28171 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25774 members 
Mstep: Class 33 contains 21578 members 
Mstep: Class 34 contains 24700 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 25796 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19917 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28941 members 
Mstep: Class 41 contains 24951 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22254 members 
Mstep: Class 44 contains 29363 members 
Mstep: Class 45 contains 31525 members 
Mstep: Class 46 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457168.000000 Penalty: 156710.000000
Iteration 353Q: 47 clusters Score -1.774572e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 1703 members 
Mstep: Class 3 contains 29446 members 
Mstep: Class 4 contains 25222 members 
Mstep: Class 5 contains 28918 members 
Mstep: Class 6 contains 4240 members 
Mstep: Class 7 contains 21875 members 
Mstep: Class 8 contains 24901 members 
Mstep: Class 9 contains 33652 members 
Mstep: Class 10 contains 30373 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30164 members 
Mstep: Class 13 contains 19691 members 
Mstep: Class 14 contains 44114 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30970 members 
Mstep: Class 19 contains 26536 members 
Mstep: Class 20 contains 23865 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26692 members 
Mstep: Class 24 contains 24467 members 
Mstep: Class 25 contains 32120 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32621 members 
Mstep: Class 28 contains 21781 members 
Mstep: Class 29 contains 28182 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25761 members 
Mstep: Class 33 contains 21572 members 
Mstep: Class 34 contains 24703 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 25808 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19932 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28939 members 
Mstep: Class 41 contains 24953 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22263 members 
Mstep: Class 44 contains 29360 members 
Mstep: Class 45 contains 31518 members 
Mstep: Class 46 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457088.000000 Penalty: 156710.000000
Iteration 354Q: 47 clusters Score -1.774571e+08 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1701 members 
Mstep: Class 3 contains 29486 members 
Mstep: Class 4 contains 25199 members 
Mstep: Class 5 contains 28906 members 
Mstep: Class 6 contains 4241 members 
Mstep: Class 7 contains 21851 members 
Mstep: Class 8 contains 24887 members 
Mstep: Class 9 contains 33648 members 
Mstep: Class 10 contains 30180 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 19658 members 
Mstep: Class 14 contains 44132 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30979 members 
Mstep: Class 19 contains 26536 members 
Mstep: Class 20 contains 23862 members 
Mstep: Class 21 contains 44164 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26702 members 
Mstep: Class 24 contains 24457 members 
Mstep: Class 25 contains 32112 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32652 members 
Mstep: Class 28 contains 21806 members 
Mstep: Class 29 contains 28188 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25758 members 
Mstep: Class 33 contains 21574 members 
Mstep: Class 34 contains 24702 members 
Mstep: Class 35 contains 2362 members 
Mstep: Class 36 contains 25836 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19959 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28944 members 
Mstep: Class 41 contains 24957 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22271 members 
Mstep: Class 44 contains 29333 members 
Mstep: Class 45 contains 31500 members 
Mstep: Class 46 contains 19850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457280.000000 Penalty: 156710.000000
Iteration 355Q: 47 clusters Score -1.774573e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 1700 members 
Mstep: Class 3 contains 29515 members 
Mstep: Class 4 contains 25187 members 
Mstep: Class 5 contains 28891 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 21835 members 
Mstep: Class 8 contains 24886 members 
Mstep: Class 9 contains 33640 members 
Mstep: Class 10 contains 29981 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 19645 members 
Mstep: Class 14 contains 44182 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30983 members 
Mstep: Class 19 contains 26532 members 
Mstep: Class 20 contains 23853 members 
Mstep: Class 21 contains 44142 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26707 members 
Mstep: Class 24 contains 24440 members 
Mstep: Class 25 contains 32118 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32704 members 
Mstep: Class 28 contains 21809 members 
Mstep: Class 29 contains 28188 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25748 members 
Mstep: Class 33 contains 21577 members 
Mstep: Class 34 contains 24712 members 
Mstep: Class 35 contains 2365 members 
Mstep: Class 36 contains 25840 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19965 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28944 members 
Mstep: Class 41 contains 24960 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22284 members 
Mstep: Class 44 contains 29326 members 
Mstep: Class 45 contains 31482 members 
Mstep: Class 46 contains 19868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457216.000000 Penalty: 156710.000000
Iteration 356Q: 47 clusters Score -1.774572e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 29536 members 
Mstep: Class 4 contains 25164 members 
Mstep: Class 5 contains 28876 members 
Mstep: Class 6 contains 4235 members 
Mstep: Class 7 contains 21836 members 
Mstep: Class 8 contains 24883 members 
Mstep: Class 9 contains 33644 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30117 members 
Mstep: Class 13 contains 19637 members 
Mstep: Class 14 contains 44205 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9866 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30992 members 
Mstep: Class 19 contains 26528 members 
Mstep: Class 20 contains 23848 members 
Mstep: Class 21 contains 44111 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26737 members 
Mstep: Class 24 contains 24417 members 
Mstep: Class 25 contains 32114 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32740 members 
Mstep: Class 28 contains 21797 members 
Mstep: Class 29 contains 28212 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25738 members 
Mstep: Class 33 contains 21577 members 
Mstep: Class 34 contains 24719 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 25874 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19986 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28925 members 
Mstep: Class 41 contains 24971 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22285 members 
Mstep: Class 44 contains 29321 members 
Mstep: Class 45 contains 31467 members 
Mstep: Class 46 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457232.000000 Penalty: 156710.000000
Iteration 357Q: 47 clusters Score -1.774572e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 29544 members 
Mstep: Class 4 contains 25140 members 
Mstep: Class 5 contains 28867 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 21809 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 33641 members 
Mstep: Class 10 contains 29587 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 44239 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9865 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30993 members 
Mstep: Class 19 contains 26516 members 
Mstep: Class 20 contains 23853 members 
Mstep: Class 21 contains 44117 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26757 members 
Mstep: Class 24 contains 24408 members 
Mstep: Class 25 contains 32112 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32778 members 
Mstep: Class 28 contains 21806 members 
Mstep: Class 29 contains 28216 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25730 members 
Mstep: Class 33 contains 21575 members 
Mstep: Class 34 contains 24707 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25883 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19995 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28916 members 
Mstep: Class 41 contains 24975 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22305 members 
Mstep: Class 44 contains 29323 members 
Mstep: Class 45 contains 31448 members 
Mstep: Class 46 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457648.000000 Penalty: 156710.000000
Iteration 358Q: 47 clusters Score -1.774576e+08 nChanged 1635
Entering ConstructFrom: 
Score: -177457648.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (45039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Entering Unmasked Estep 
Score: -8667808.000000 Penalty: 2657.390625
	Iteration 0F: 2 clusters Score -8667808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8640065.000000 Penalty: 5314.781250
	Iteration 0F: 3 clusters Score -8640065 nChanged 20789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8651349.000000 Penalty: 5314.781250
	Iteration 1F: 3 clusters Score -8651349 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -8651860.000000 Penalty: 5314.781250
	Iteration 2Q: 3 clusters Score -8651860 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -8652357.000000 Penalty: 5314.781250
	Iteration 3Q: 3 clusters Score -8652357 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -8652875.000000 Penalty: 5314.781250
	Iteration 4Q: 3 clusters Score -8652875 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8653490.000000 Penalty: 5314.781250
	Iteration 5Q: 3 clusters Score -8653490 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -8654295.000000 Penalty: 5314.781250
	Iteration 6Q: 3 clusters Score -8654295 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -8655161.000000 Penalty: 5314.781250
	Iteration 7Q: 3 clusters Score -8655161 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -8656266.000000 Penalty: 5314.781250
	Iteration 8Q: 3 clusters Score -8656266 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -8657364.000000 Penalty: 5314.781250
	Iteration 9Q: 3 clusters Score -8657364 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -8658610.000000 Penalty: 5314.781250
	Iteration 10Q: 3 clusters Score -8658610 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -8659557.000000 Penalty: 5314.781250
	Iteration 11Q: 3 clusters Score -8659557 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -8660411.000000 Penalty: 5314.781250
	Iteration 12Q: 3 clusters Score -8660411 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8660902.000000 Penalty: 5314.781250
	Iteration 13Q: 3 clusters Score -8660902 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -8661244.000000 Penalty: 5314.781250
	Iteration 14Q: 3 clusters Score -8661244 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -8661587.000000 Penalty: 5314.781250
	Iteration 15Q: 3 clusters Score -8661587 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8661838.000000 Penalty: 5314.781250
	Iteration 16Q: 3 clusters Score -8661838 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -8662184.000000 Penalty: 5314.781250
	Iteration 17Q: 3 clusters Score -8662184 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -8662537.000000 Penalty: 5314.781250
	Iteration 18Q: 3 clusters Score -8662537 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8662837.000000 Penalty: 5314.781250
	Iteration 19Q: 3 clusters Score -8662837 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -8663243.000000 Penalty: 5314.781250
	Iteration 20F: 3 clusters Score -8663243 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -8663522.000000 Penalty: 5314.781250
	Iteration 21Q: 3 clusters Score -8663522 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -8663718.000000 Penalty: 5314.781250
	Iteration 22Q: 3 clusters Score -8663718 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -8663865.000000 Penalty: 5314.781250
	Iteration 23Q: 3 clusters Score -8663865 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -8663974.000000 Penalty: 5314.781250
	Iteration 24Q: 3 clusters Score -8663974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -8664075.000000 Penalty: 5314.781250
	Iteration 25Q: 3 clusters Score -8664075 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -8664097.000000 Penalty: 5314.781250
	Iteration 26Q: 3 clusters Score -8664097 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8664141.000000 Penalty: 5314.781250
	Iteration 27Q: 3 clusters Score -8664141 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -8664182.000000 Penalty: 5314.781250
	Iteration 28Q: 3 clusters Score -8664182 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -8664168.000000 Penalty: 5314.781250
	Iteration 29Q: 3 clusters Score -8664168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -8664183.000000 Penalty: 5314.781250
	Iteration 30Q: 3 clusters Score -8664183 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -8664195.000000 Penalty: 5314.781250
	Iteration 31Q: 3 clusters Score -8664195 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -8664206.000000 Penalty: 5314.781250
	Iteration 32Q: 3 clusters Score -8664206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -8664200.000000 Penalty: 5314.781250
	Iteration 33Q: 3 clusters Score -8664200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -8664211.000000 Penalty: 5314.781250
	Iteration 34Q: 3 clusters Score -8664211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8664222.000000 Penalty: 5314.781250
	Iteration 35Q: 3 clusters Score -8664222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -8664230.000000 Penalty: 5314.781250
	Iteration 36Q: 3 clusters Score -8664230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -8664235.000000 Penalty: 5314.781250
	Iteration 37Q: 3 clusters Score -8664235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8664242.000000 Penalty: 5314.781250
	Iteration 38Q: 3 clusters Score -8664242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -8664241.000000 Penalty: 5314.781250
	Iteration 39Q: 3 clusters Score -8664241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -8664250.000000 Penalty: 5314.781250
	Iteration 40F: 3 clusters Score -8664250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -8664245.000000 Penalty: 5314.781250
	Iteration 41Q: 3 clusters Score -8664245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8664246.000000 Penalty: 5314.781250
	Iteration 42Q: 3 clusters Score -8664246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -8664249.000000 Penalty: 5314.781250
	Iteration 43Q: 3 clusters Score -8664249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -8664250.000000 Penalty: 5314.781250
	Iteration 44Q: 3 clusters Score -8664250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -8664251.000000 Penalty: 5314.781250
	Iteration 45Q: 3 clusters Score -8664251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -8664246.000000 Penalty: 5314.781250
	Iteration 46Q: 3 clusters Score -8664246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8664244.000000 Penalty: 5314.781250
	Iteration 47Q: 3 clusters Score -8664244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -8664243.000000 Penalty: 5314.781250
	Iteration 48Q: 3 clusters Score -8664243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8664241.000000 Penalty: 5314.781250
	Iteration 49Q: 3 clusters Score -8664241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8664246.000000 Penalty: 5314.781250
	Iteration 50Q: 3 clusters Score -8664246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8664244.000000 Penalty: 5314.781250
	Iteration 51Q: 3 clusters Score -8664244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8664259.000000 Penalty: 5314.781250
	Iteration 52Q: 3 clusters Score -8664259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -8664258.000000 Penalty: 5314.781250
	Iteration 53Q: 3 clusters Score -8664258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -8664257.000000 Penalty: 5314.781250
	Iteration 54Q: 3 clusters Score -8664257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8664257.000000 Penalty: 5314.781250
	Iteration 55Q: 3 clusters Score -8664257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8664257.000000 Penalty: 5314.781250
	Iteration 56F: 3 clusters Score -8664257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Entering Unmasked Estep 
Score: -302360.312500 Penalty: 1844.427124
	Iteration 0F: 2 clusters Score -302360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -299958.406250 Penalty: 3688.854248
	Iteration 0F: 3 clusters Score -299958.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -300425.281250 Penalty: 3688.854248
	Iteration 1F: 3 clusters Score -300425.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -300573.031250 Penalty: 3688.854248
	Iteration 2F: 3 clusters Score -300573 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -300638.687500 Penalty: 3688.854248
	Iteration 3Q: 3 clusters Score -300638.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300683.531250 Penalty: 3688.854248
	Iteration 4Q: 3 clusters Score -300683.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300734.468750 Penalty: 3688.854248
	Iteration 5Q: 3 clusters Score -300734.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -300770.750000 Penalty: 3688.854248
	Iteration 6Q: 3 clusters Score -300770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -300797.718750 Penalty: 3688.854248
	Iteration 7Q: 3 clusters Score -300797.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -300818.343750 Penalty: 3688.854248
	Iteration 8Q: 3 clusters Score -300818.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -300835.250000 Penalty: 3688.854248
	Iteration 9Q: 3 clusters Score -300835.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -300855.031250 Penalty: 3688.854248
	Iteration 10Q: 3 clusters Score -300855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -300875.406250 Penalty: 3688.854248
	Iteration 11Q: 3 clusters Score -300875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300904.093750 Penalty: 3688.854248
	Iteration 12Q: 3 clusters Score -300904.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -300950.218750 Penalty: 3688.854248
	Iteration 13Q: 3 clusters Score -300950.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -301000.343750 Penalty: 3688.854248
	Iteration 14Q: 3 clusters Score -301000.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -301044.687500 Penalty: 3688.854248
	Iteration 15Q: 3 clusters Score -301044.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -301080.312500 Penalty: 3688.854248
	Iteration 16Q: 3 clusters Score -301080.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -301113.156250 Penalty: 3688.854248
	Iteration 17Q: 3 clusters Score -301113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -301139.156250 Penalty: 3688.854248
	Iteration 18Q: 3 clusters Score -301139.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -301173.625000 Penalty: 3688.854248
	Iteration 19Q: 3 clusters Score -301173.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -301201.750000 Penalty: 3688.854248
	Iteration 20F: 3 clusters Score -301201.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -301231.281250 Penalty: 3688.854248
	Iteration 21Q: 3 clusters Score -301231.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -301255.062500 Penalty: 3688.854248
	Iteration 22Q: 3 clusters Score -301255.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -301270.187500 Penalty: 3688.854248
	Iteration 23Q: 3 clusters Score -301270.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -301285.187500 Penalty: 3688.854248
	Iteration 24Q: 3 clusters Score -301285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -301295.406250 Penalty: 3688.854248
	Iteration 25Q: 3 clusters Score -301295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -301303.750000 Penalty: 3688.854248
	Iteration 26Q: 3 clusters Score -301303.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -301310.812500 Penalty: 3688.854248
	Iteration 27Q: 3 clusters Score -301310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -301315.312500 Penalty: 3688.854248
	Iteration 28Q: 3 clusters Score -301315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -301322.093750 Penalty: 3688.854248
	Iteration 29Q: 3 clusters Score -301322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -301330.156250 Penalty: 3688.854248
	Iteration 30Q: 3 clusters Score -301330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -301341.437500 Penalty: 3688.854248
	Iteration 31Q: 3 clusters Score -301341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -301349.281250 Penalty: 3688.854248
	Iteration 32Q: 3 clusters Score -301349.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -301358.125000 Penalty: 3688.854248
	Iteration 33Q: 3 clusters Score -301358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -301369.437500 Penalty: 3688.854248
	Iteration 34Q: 3 clusters Score -301369.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -301378.093750 Penalty: 3688.854248
	Iteration 35Q: 3 clusters Score -301378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -301392.687500 Penalty: 3688.854248
	Iteration 36Q: 3 clusters Score -301392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -301405.875000 Penalty: 3688.854248
	Iteration 37Q: 3 clusters Score -301405.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -301419.656250 Penalty: 3688.854248
	Iteration 38Q: 3 clusters Score -301419.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -301435.687500 Penalty: 3688.854248
	Iteration 39Q: 3 clusters Score -301435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -301459.562500 Penalty: 3688.854248
	Iteration 40F: 3 clusters Score -301459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -301479.750000 Penalty: 3688.854248
	Iteration 41Q: 3 clusters Score -301479.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -301498.968750 Penalty: 3688.854248
	Iteration 42Q: 3 clusters Score -301499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -301518.906250 Penalty: 3688.854248
	Iteration 43Q: 3 clusters Score -301518.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -301546.031250 Penalty: 3688.854248
	Iteration 44Q: 3 clusters Score -301546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -301569.031250 Penalty: 3688.854248
	Iteration 45Q: 3 clusters Score -301569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -301584.062500 Penalty: 3688.854248
	Iteration 46Q: 3 clusters Score -301584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -301604.968750 Penalty: 3688.854248
	Iteration 47Q: 3 clusters Score -301605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -301620.906250 Penalty: 3688.854248
	Iteration 48Q: 3 clusters Score -301620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -301634.812500 Penalty: 3688.854248
	Iteration 49Q: 3 clusters Score -301634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -301646.031250 Penalty: 3688.854248
	Iteration 50Q: 3 clusters Score -301646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -301657.218750 Penalty: 3688.854248
	Iteration 51Q: 3 clusters Score -301657.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -301671.187500 Penalty: 3688.854248
	Iteration 52Q: 3 clusters Score -301671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -301686.468750 Penalty: 3688.854248
	Iteration 53Q: 3 clusters Score -301686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -301696.343750 Penalty: 3688.854248
	Iteration 54Q: 3 clusters Score -301696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -301705.656250 Penalty: 3688.854248
	Iteration 55Q: 3 clusters Score -301705.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -301711.343750 Penalty: 3688.854248
	Iteration 56Q: 3 clusters Score -301711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -301720.343750 Penalty: 3688.854248
	Iteration 57Q: 3 clusters Score -301720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -301723.593750 Penalty: 3688.854248
	Iteration 58Q: 3 clusters Score -301723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -301729.781250 Penalty: 3688.854248
	Iteration 59Q: 3 clusters Score -301729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -301736.156250 Penalty: 3688.854248
	Iteration 60F: 3 clusters Score -301736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -301737.312500 Penalty: 3688.854248
	Iteration 61Q: 3 clusters Score -301737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -301738.000000 Penalty: 3688.854248
	Iteration 62Q: 3 clusters Score -301738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -301738.000000 Penalty: 3688.854248
	Iteration 63F: 3 clusters Score -301738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Entering Unmasked Estep 
Score: -5715535.000000 Penalty: 2552.670654
	Iteration 0F: 2 clusters Score -5715535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5696245.000000 Penalty: 5105.341309
	Iteration 0F: 3 clusters Score -5696245 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -5703580.000000 Penalty: 5105.341309
	Iteration 1F: 3 clusters Score -5703580 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5704049.500000 Penalty: 5105.341309
	Iteration 2Q: 3 clusters Score -5704050 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -5704438.500000 Penalty: 5105.341309
	Iteration 3Q: 3 clusters Score -5704438 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5704883.500000 Penalty: 5105.341309
	Iteration 4Q: 3 clusters Score -5704884 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5705397.500000 Penalty: 5105.341309
	Iteration 5Q: 3 clusters Score -5705398 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5706042.500000 Penalty: 5105.341309
	Iteration 6Q: 3 clusters Score -5706042 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -5706888.500000 Penalty: 5105.341309
	Iteration 7F: 3 clusters Score -5706888 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -5708032.000000 Penalty: 5105.341309
	Iteration 8F: 3 clusters Score -5708032 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5709395.000000 Penalty: 5105.341309
	Iteration 9F: 3 clusters Score -5709395 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5710809.000000 Penalty: 5105.341309
	Iteration 10F: 3 clusters Score -5710809 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5711903.500000 Penalty: 5105.341309
	Iteration 11Q: 3 clusters Score -5711904 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -5712513.500000 Penalty: 5105.341309
	Iteration 12Q: 3 clusters Score -5712514 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -5712852.500000 Penalty: 5105.341309
	Iteration 13Q: 3 clusters Score -5712852 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5713034.500000 Penalty: 5105.341309
	Iteration 14Q: 3 clusters Score -5713034 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5713143.000000 Penalty: 5105.341309
	Iteration 15Q: 3 clusters Score -5713143 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5713224.500000 Penalty: 5105.341309
	Iteration 16Q: 3 clusters Score -5713224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5713290.500000 Penalty: 5105.341309
	Iteration 17Q: 3 clusters Score -5713290 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5713348.000000 Penalty: 5105.341309
	Iteration 18Q: 3 clusters Score -5713348 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5713414.500000 Penalty: 5105.341309
	Iteration 19Q: 3 clusters Score -5713414 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -5713470.500000 Penalty: 5105.341309
	Iteration 20F: 3 clusters Score -5713470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5713468.500000 Penalty: 5105.341309
	Iteration 21Q: 3 clusters Score -5713468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5713488.000000 Penalty: 5105.341309
	Iteration 22Q: 3 clusters Score -5713488 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -5713516.500000 Penalty: 5105.341309
	Iteration 23Q: 3 clusters Score -5713516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5713527.000000 Penalty: 5105.341309
	Iteration 24Q: 3 clusters Score -5713527 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5713509.500000 Penalty: 5105.341309
	Iteration 25Q: 3 clusters Score -5713510 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5713515.000000 Penalty: 5105.341309
	Iteration 26Q: 3 clusters Score -5713515 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -5713529.000000 Penalty: 5105.341309
	Iteration 27Q: 3 clusters Score -5713529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -5713545.000000 Penalty: 5105.341309
	Iteration 28Q: 3 clusters Score -5713545 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5713562.000000 Penalty: 5105.341309
	Iteration 29Q: 3 clusters Score -5713562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5713543.000000 Penalty: 5105.341309
	Iteration 30Q: 3 clusters Score -5713543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -5713544.000000 Penalty: 5105.341309
	Iteration 31Q: 3 clusters Score -5713544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5713520.000000 Penalty: 5105.341309
	Iteration 32Q: 3 clusters Score -5713520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5713511.500000 Penalty: 5105.341309
	Iteration 33Q: 3 clusters Score -5713512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5713526.500000 Penalty: 5105.341309
	Iteration 34Q: 3 clusters Score -5713526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -5713546.000000 Penalty: 5105.341309
	Iteration 35Q: 3 clusters Score -5713546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5713547.500000 Penalty: 5105.341309
	Iteration 36Q: 3 clusters Score -5713548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5713552.500000 Penalty: 5105.341309
	Iteration 37Q: 3 clusters Score -5713552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5713551.500000 Penalty: 5105.341309
	Iteration 38Q: 3 clusters Score -5713552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5713559.000000 Penalty: 5105.341309
	Iteration 39Q: 3 clusters Score -5713559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5713553.000000 Penalty: 5105.341309
	Iteration 40F: 3 clusters Score -5713553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5713550.500000 Penalty: 5105.341309
	Iteration 41Q: 3 clusters Score -5713550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -5713562.000000 Penalty: 5105.341309
	Iteration 42Q: 3 clusters Score -5713562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -5713561.500000 Penalty: 5105.341309
	Iteration 43Q: 3 clusters Score -5713562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5713558.500000 Penalty: 5105.341309
	Iteration 44Q: 3 clusters Score -5713558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5713563.000000 Penalty: 5105.341309
	Iteration 45Q: 3 clusters Score -5713563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5713569.000000 Penalty: 5105.341309
	Iteration 46Q: 3 clusters Score -5713569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -5713562.500000 Penalty: 5105.341309
	Iteration 47Q: 3 clusters Score -5713562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5713562.500000 Penalty: 5105.341309
	Iteration 48Q: 3 clusters Score -5713562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -5713556.000000 Penalty: 5105.341309
	Iteration 49Q: 3 clusters Score -5713556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5713559.000000 Penalty: 5105.341309
	Iteration 50Q: 3 clusters Score -5713559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -5713554.500000 Penalty: 5105.341309
	Iteration 51Q: 3 clusters Score -5713554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5713559.500000 Penalty: 5105.341309
	Iteration 52Q: 3 clusters Score -5713560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5713566.000000 Penalty: 5105.341309
	Iteration 53Q: 3 clusters Score -5713566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -5713561.500000 Penalty: 5105.341309
	Iteration 54Q: 3 clusters Score -5713562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -5713569.000000 Penalty: 5105.341309
	Iteration 55Q: 3 clusters Score -5713569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -5713564.500000 Penalty: 5105.341309
	Iteration 56Q: 3 clusters Score -5713564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5713560.000000 Penalty: 5105.341309
	Iteration 57Q: 3 clusters Score -5713560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5713560.000000 Penalty: 5105.341309
	Iteration 58F: 3 clusters Score -5713560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Entering Unmasked Estep 
Score: -5179780.000000 Penalty: 2512.710449
	Iteration 0F: 2 clusters Score -5179780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5164798.000000 Penalty: 5025.420898
	Iteration 0F: 3 clusters Score -5164798 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -5170770.500000 Penalty: 5025.420898
	Iteration 1F: 3 clusters Score -5170770 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5171236.000000 Penalty: 5025.420898
	Iteration 2F: 3 clusters Score -5171236 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -5171702.500000 Penalty: 5025.420898
	Iteration 3Q: 3 clusters Score -5171702 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -5172151.000000 Penalty: 5025.420898
	Iteration 4Q: 3 clusters Score -5172151 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5172646.500000 Penalty: 5025.420898
	Iteration 5Q: 3 clusters Score -5172646 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5173234.000000 Penalty: 5025.420898
	Iteration 6F: 3 clusters Score -5173234 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5173958.500000 Penalty: 5025.420898
	Iteration 7F: 3 clusters Score -5173958 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -5175003.000000 Penalty: 5025.420898
	Iteration 8F: 3 clusters Score -5175003 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -5176167.000000 Penalty: 5025.420898
	Iteration 9F: 3 clusters Score -5176167 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -5177237.500000 Penalty: 5025.420898
	Iteration 10F: 3 clusters Score -5177238 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5177871.000000 Penalty: 5025.420898
	Iteration 11Q: 3 clusters Score -5177871 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -5178147.500000 Penalty: 5025.420898
	Iteration 12Q: 3 clusters Score -5178148 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5178356.500000 Penalty: 5025.420898
	Iteration 13Q: 3 clusters Score -5178356 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5178495.000000 Penalty: 5025.420898
	Iteration 14Q: 3 clusters Score -5178495 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5178594.000000 Penalty: 5025.420898
	Iteration 15Q: 3 clusters Score -5178594 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5178642.500000 Penalty: 5025.420898
	Iteration 16Q: 3 clusters Score -5178642 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5178724.500000 Penalty: 5025.420898
	Iteration 17Q: 3 clusters Score -5178724 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5178756.500000 Penalty: 5025.420898
	Iteration 18Q: 3 clusters Score -5178756 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -5178779.500000 Penalty: 5025.420898
	Iteration 19Q: 3 clusters Score -5178780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -5178819.000000 Penalty: 5025.420898
	Iteration 20F: 3 clusters Score -5178819 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5178825.500000 Penalty: 5025.420898
	Iteration 21Q: 3 clusters Score -5178826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -5178847.500000 Penalty: 5025.420898
	Iteration 22Q: 3 clusters Score -5178848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5178855.000000 Penalty: 5025.420898
	Iteration 23Q: 3 clusters Score -5178855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -5178860.000000 Penalty: 5025.420898
	Iteration 24Q: 3 clusters Score -5178860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -5178876.500000 Penalty: 5025.420898
	Iteration 25Q: 3 clusters Score -5178876 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5178871.000000 Penalty: 5025.420898
	Iteration 26Q: 3 clusters Score -5178871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5178894.500000 Penalty: 5025.420898
	Iteration 27Q: 3 clusters Score -5178894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5178892.000000 Penalty: 5025.420898
	Iteration 28Q: 3 clusters Score -5178892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5178907.500000 Penalty: 5025.420898
	Iteration 29Q: 3 clusters Score -5178908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5178903.500000 Penalty: 5025.420898
	Iteration 30Q: 3 clusters Score -5178904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5178918.500000 Penalty: 5025.420898
	Iteration 31Q: 3 clusters Score -5178918 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5178928.500000 Penalty: 5025.420898
	Iteration 32Q: 3 clusters Score -5178928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5178930.500000 Penalty: 5025.420898
	Iteration 33Q: 3 clusters Score -5178930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5178933.000000 Penalty: 5025.420898
	Iteration 34Q: 3 clusters Score -5178933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -5178936.500000 Penalty: 5025.420898
	Iteration 35Q: 3 clusters Score -5178936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5178928.000000 Penalty: 5025.420898
	Iteration 36Q: 3 clusters Score -5178928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -5178928.500000 Penalty: 5025.420898
	Iteration 37Q: 3 clusters Score -5178928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -5178932.000000 Penalty: 5025.420898
	Iteration 38Q: 3 clusters Score -5178932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -5178926.500000 Penalty: 5025.420898
	Iteration 39Q: 3 clusters Score -5178926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5178923.500000 Penalty: 5025.420898
	Iteration 40F: 3 clusters Score -5178924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5178920.500000 Penalty: 5025.420898
	Iteration 41Q: 3 clusters Score -5178920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5178914.000000 Penalty: 5025.420898
	Iteration 42Q: 3 clusters Score -5178914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5178917.000000 Penalty: 5025.420898
	Iteration 43Q: 3 clusters Score -5178917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -5178929.000000 Penalty: 5025.420898
	Iteration 44Q: 3 clusters Score -5178929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5178928.500000 Penalty: 5025.420898
	Iteration 45Q: 3 clusters Score -5178928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5178928.000000 Penalty: 5025.420898
	Iteration 46Q: 3 clusters Score -5178928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5178924.000000 Penalty: 5025.420898
	Iteration 47Q: 3 clusters Score -5178924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -5178926.000000 Penalty: 5025.420898
	Iteration 48Q: 3 clusters Score -5178926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5178928.000000 Penalty: 5025.420898
	Iteration 49Q: 3 clusters Score -5178928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -5178927.000000 Penalty: 5025.420898
	Iteration 50Q: 3 clusters Score -5178927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -5178926.500000 Penalty: 5025.420898
	Iteration 51Q: 3 clusters Score -5178926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5178926.000000 Penalty: 5025.420898
	Iteration 52Q: 3 clusters Score -5178926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5178928.500000 Penalty: 5025.420898
	Iteration 53Q: 3 clusters Score -5178928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -5178927.500000 Penalty: 5025.420898
	Iteration 54Q: 3 clusters Score -5178928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5178931.000000 Penalty: 5025.420898
	Iteration 55Q: 3 clusters Score -5178931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5178927.500000 Penalty: 5025.420898
	Iteration 56Q: 3 clusters Score -5178928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -5178937.000000 Penalty: 5025.420898
	Iteration 57Q: 3 clusters Score -5178937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5178943.500000 Penalty: 5025.420898
	Iteration 58Q: 3 clusters Score -5178944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5178942.000000 Penalty: 5025.420898
	Iteration 59Q: 3 clusters Score -5178942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -5178944.500000 Penalty: 5025.420898
	Iteration 60F: 3 clusters Score -5178944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5178942.000000 Penalty: 5025.420898
	Iteration 61Q: 3 clusters Score -5178942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5178943.000000 Penalty: 5025.420898
	Iteration 62Q: 3 clusters Score -5178943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5178948.000000 Penalty: 5025.420898
	Iteration 63Q: 3 clusters Score -5178948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5178943.500000 Penalty: 5025.420898
	Iteration 64Q: 3 clusters Score -5178944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -5178943.500000 Penalty: 5025.420898
	Iteration 65Q: 3 clusters Score -5178944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5178947.500000 Penalty: 5025.420898
	Iteration 66Q: 3 clusters Score -5178948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5178947.500000 Penalty: 5025.420898
	Iteration 67F: 3 clusters Score -5178948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Entering Unmasked Estep 
Score: -5625271.000000 Penalty: 2547.046875
	Iteration 0F: 2 clusters Score -5625271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5607092.500000 Penalty: 5094.093750
	Iteration 0F: 3 clusters Score -5607092 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -5614031.000000 Penalty: 5094.093750
	Iteration 1F: 3 clusters Score -5614031 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5614461.000000 Penalty: 5094.093750
	Iteration 2Q: 3 clusters Score -5614461 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5614825.000000 Penalty: 5094.093750
	Iteration 3Q: 3 clusters Score -5614825 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5615123.500000 Penalty: 5094.093750
	Iteration 4Q: 3 clusters Score -5615124 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5615464.000000 Penalty: 5094.093750
	Iteration 5Q: 3 clusters Score -5615464 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5615839.000000 Penalty: 5094.093750
	Iteration 6Q: 3 clusters Score -5615839 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -5616336.000000 Penalty: 5094.093750
	Iteration 7Q: 3 clusters Score -5616336 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5616889.000000 Penalty: 5094.093750
	Iteration 8Q: 3 clusters Score -5616889 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5617721.000000 Penalty: 5094.093750
	Iteration 9Q: 3 clusters Score -5617721 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5618590.500000 Penalty: 5094.093750
	Iteration 10F: 3 clusters Score -5618590 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5619237.500000 Penalty: 5094.093750
	Iteration 11Q: 3 clusters Score -5619238 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5619531.000000 Penalty: 5094.093750
	Iteration 12Q: 3 clusters Score -5619531 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -5619616.500000 Penalty: 5094.093750
	Iteration 13Q: 3 clusters Score -5619616 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -5619660.500000 Penalty: 5094.093750
	Iteration 14Q: 3 clusters Score -5619660 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5619728.500000 Penalty: 5094.093750
	Iteration 15Q: 3 clusters Score -5619728 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5619797.000000 Penalty: 5094.093750
	Iteration 16Q: 3 clusters Score -5619797 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5619844.500000 Penalty: 5094.093750
	Iteration 17Q: 3 clusters Score -5619844 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5619914.000000 Penalty: 5094.093750
	Iteration 18Q: 3 clusters Score -5619914 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -5619986.500000 Penalty: 5094.093750
	Iteration 19Q: 3 clusters Score -5619986 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -5620069.000000 Penalty: 5094.093750
	Iteration 20F: 3 clusters Score -5620069 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -5620164.000000 Penalty: 5094.093750
	Iteration 21Q: 3 clusters Score -5620164 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -5620256.000000 Penalty: 5094.093750
	Iteration 22Q: 3 clusters Score -5620256 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -5620360.500000 Penalty: 5094.093750
	Iteration 23Q: 3 clusters Score -5620360 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -5620462.500000 Penalty: 5094.093750
	Iteration 24Q: 3 clusters Score -5620462 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -5620590.500000 Penalty: 5094.093750
	Iteration 25Q: 3 clusters Score -5620590 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5620758.500000 Penalty: 5094.093750
	Iteration 26Q: 3 clusters Score -5620758 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -5620923.000000 Penalty: 5094.093750
	Iteration 27Q: 3 clusters Score -5620923 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5621104.500000 Penalty: 5094.093750
	Iteration 28Q: 3 clusters Score -5621104 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5621396.500000 Penalty: 5094.093750
	Iteration 29Q: 3 clusters Score -5621396 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5621677.500000 Penalty: 5094.093750
	Iteration 30Q: 3 clusters Score -5621678 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5621901.500000 Penalty: 5094.093750
	Iteration 31Q: 3 clusters Score -5621902 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5622042.500000 Penalty: 5094.093750
	Iteration 32Q: 3 clusters Score -5622042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5622174.000000 Penalty: 5094.093750
	Iteration 33Q: 3 clusters Score -5622174 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5622259.000000 Penalty: 5094.093750
	Iteration 34Q: 3 clusters Score -5622259 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5622340.000000 Penalty: 5094.093750
	Iteration 35Q: 3 clusters Score -5622340 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -5622392.000000 Penalty: 5094.093750
	Iteration 36Q: 3 clusters Score -5622392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5622443.500000 Penalty: 5094.093750
	Iteration 37Q: 3 clusters Score -5622444 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5622484.500000 Penalty: 5094.093750
	Iteration 38Q: 3 clusters Score -5622484 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5622519.000000 Penalty: 5094.093750
	Iteration 39Q: 3 clusters Score -5622519 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5622550.500000 Penalty: 5094.093750
	Iteration 40F: 3 clusters Score -5622550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5622579.000000 Penalty: 5094.093750
	Iteration 41Q: 3 clusters Score -5622579 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5622597.000000 Penalty: 5094.093750
	Iteration 42Q: 3 clusters Score -5622597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5622628.500000 Penalty: 5094.093750
	Iteration 43Q: 3 clusters Score -5622628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -5622646.500000 Penalty: 5094.093750
	Iteration 44Q: 3 clusters Score -5622646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5622673.500000 Penalty: 5094.093750
	Iteration 45Q: 3 clusters Score -5622674 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -5622699.500000 Penalty: 5094.093750
	Iteration 46Q: 3 clusters Score -5622700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5622719.500000 Penalty: 5094.093750
	Iteration 47Q: 3 clusters Score -5622720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5622749.500000 Penalty: 5094.093750
	Iteration 48Q: 3 clusters Score -5622750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5622775.500000 Penalty: 5094.093750
	Iteration 49Q: 3 clusters Score -5622776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5622781.000000 Penalty: 5094.093750
	Iteration 50Q: 3 clusters Score -5622781 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5622803.500000 Penalty: 5094.093750
	Iteration 51Q: 3 clusters Score -5622804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5622826.500000 Penalty: 5094.093750
	Iteration 52Q: 3 clusters Score -5622826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5622841.000000 Penalty: 5094.093750
	Iteration 53Q: 3 clusters Score -5622841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5622867.500000 Penalty: 5094.093750
	Iteration 54Q: 3 clusters Score -5622868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5622893.000000 Penalty: 5094.093750
	Iteration 55Q: 3 clusters Score -5622893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5622884.500000 Penalty: 5094.093750
	Iteration 56Q: 3 clusters Score -5622884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5622910.500000 Penalty: 5094.093750
	Iteration 57Q: 3 clusters Score -5622910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5622928.000000 Penalty: 5094.093750
	Iteration 58Q: 3 clusters Score -5622928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5622946.000000 Penalty: 5094.093750
	Iteration 59Q: 3 clusters Score -5622946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5622946.500000 Penalty: 5094.093750
	Iteration 60F: 3 clusters Score -5622946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5622955.000000 Penalty: 5094.093750
	Iteration 61Q: 3 clusters Score -5622955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5622958.500000 Penalty: 5094.093750
	Iteration 62Q: 3 clusters Score -5622958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5622970.000000 Penalty: 5094.093750
	Iteration 63Q: 3 clusters Score -5622970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5622977.000000 Penalty: 5094.093750
	Iteration 64Q: 3 clusters Score -5622977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5622975.000000 Penalty: 5094.093750
	Iteration 65Q: 3 clusters Score -5622975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5622987.000000 Penalty: 5094.093750
	Iteration 66Q: 3 clusters Score -5622987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5622993.000000 Penalty: 5094.093750
	Iteration 67Q: 3 clusters Score -5622993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5622987.500000 Penalty: 5094.093750
	Iteration 68Q: 3 clusters Score -5622988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5622997.000000 Penalty: 5094.093750
	Iteration 69Q: 3 clusters Score -5622997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5623004.000000 Penalty: 5094.093750
	Iteration 70Q: 3 clusters Score -5623004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5623018.000000 Penalty: 5094.093750
	Iteration 71Q: 3 clusters Score -5623018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5623015.000000 Penalty: 5094.093750
	Iteration 72Q: 3 clusters Score -5623015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5623025.500000 Penalty: 5094.093750
	Iteration 73Q: 3 clusters Score -5623026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5623034.000000 Penalty: 5094.093750
	Iteration 74Q: 3 clusters Score -5623034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5623035.000000 Penalty: 5094.093750
	Iteration 75Q: 3 clusters Score -5623035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5623040.000000 Penalty: 5094.093750
	Iteration 76Q: 3 clusters Score -5623040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5623037.000000 Penalty: 5094.093750
	Iteration 77Q: 3 clusters Score -5623037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5623050.000000 Penalty: 5094.093750
	Iteration 78Q: 3 clusters Score -5623050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5623054.500000 Penalty: 5094.093750
	Iteration 79Q: 3 clusters Score -5623054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5623060.500000 Penalty: 5094.093750
	Iteration 80F: 3 clusters Score -5623060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5623065.000000 Penalty: 5094.093750
	Iteration 81Q: 3 clusters Score -5623065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5623063.000000 Penalty: 5094.093750
	Iteration 82Q: 3 clusters Score -5623063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5623063.000000 Penalty: 5094.093750
	Iteration 83Q: 3 clusters Score -5623063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5623062.500000 Penalty: 5094.093750
	Iteration 84Q: 3 clusters Score -5623062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5623058.000000 Penalty: 5094.093750
	Iteration 85Q: 3 clusters Score -5623058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5623056.500000 Penalty: 5094.093750
	Iteration 86Q: 3 clusters Score -5623056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5623058.500000 Penalty: 5094.093750
	Iteration 87Q: 3 clusters Score -5623058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5623059.500000 Penalty: 5094.093750
	Iteration 88Q: 3 clusters Score -5623060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5623049.500000 Penalty: 5094.093750
	Iteration 89Q: 3 clusters Score -5623050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5623053.500000 Penalty: 5094.093750
	Iteration 90Q: 3 clusters Score -5623054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5623062.000000 Penalty: 5094.093750
	Iteration 91Q: 3 clusters Score -5623062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5623057.500000 Penalty: 5094.093750
	Iteration 92Q: 3 clusters Score -5623058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5623060.000000 Penalty: 5094.093750
	Iteration 93Q: 3 clusters Score -5623060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5623060.000000 Penalty: 5094.093750
	Iteration 94F: 3 clusters Score -5623060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -808082.000000 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -808082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -804019.750000 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -804019.8 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -804918.000000 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -804918 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -805100.812500 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -805100.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -805199.500000 Penalty: 4141.344238
	Iteration 3Q: 3 clusters Score -805199.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -805265.062500 Penalty: 4141.344238
	Iteration 4Q: 3 clusters Score -805265.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -805317.937500 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -805317.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -805352.937500 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -805352.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -805376.875000 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -805376.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -805399.187500 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -805399.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -805423.375000 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -805423.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -805438.687500 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -805438.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -805456.125000 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -805456.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -805474.125000 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -805474.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -805493.062500 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -805493.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -805508.812500 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -805508.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -805526.062500 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -805526.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -805544.000000 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -805544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -805558.750000 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -805558.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -805574.375000 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -805574.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -805589.625000 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -805589.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -805603.500000 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -805603.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -805612.687500 Penalty: 4141.344238
	Iteration 21Q: 3 clusters Score -805612.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -805618.875000 Penalty: 4141.344238
	Iteration 22Q: 3 clusters Score -805618.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -805627.937500 Penalty: 4141.344238
	Iteration 23Q: 3 clusters Score -805627.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -805641.437500 Penalty: 4141.344238
	Iteration 24Q: 3 clusters Score -805641.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -805657.625000 Penalty: 4141.344238
	Iteration 25Q: 3 clusters Score -805657.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -805681.000000 Penalty: 4141.344238
	Iteration 26Q: 3 clusters Score -805681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -805708.625000 Penalty: 4141.344238
	Iteration 27Q: 3 clusters Score -805708.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -805730.625000 Penalty: 4141.344238
	Iteration 28Q: 3 clusters Score -805730.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -805751.625000 Penalty: 4141.344238
	Iteration 29Q: 3 clusters Score -805751.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -805774.312500 Penalty: 4141.344238
	Iteration 30Q: 3 clusters Score -805774.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -805791.875000 Penalty: 4141.344238
	Iteration 31Q: 3 clusters Score -805791.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -805812.062500 Penalty: 4141.344238
	Iteration 32Q: 3 clusters Score -805812.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -805831.562500 Penalty: 4141.344238
	Iteration 33Q: 3 clusters Score -805831.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -805854.562500 Penalty: 4141.344238
	Iteration 34Q: 3 clusters Score -805854.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -805872.750000 Penalty: 4141.344238
	Iteration 35Q: 3 clusters Score -805872.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -805891.687500 Penalty: 4141.344238
	Iteration 36Q: 3 clusters Score -805891.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -805906.312500 Penalty: 4141.344238
	Iteration 37Q: 3 clusters Score -805906.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -805922.500000 Penalty: 4141.344238
	Iteration 38Q: 3 clusters Score -805922.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -805935.562500 Penalty: 4141.344238
	Iteration 39Q: 3 clusters Score -805935.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -805948.250000 Penalty: 4141.344238
	Iteration 40F: 3 clusters Score -805948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -805963.875000 Penalty: 4141.344238
	Iteration 41Q: 3 clusters Score -805963.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -805980.437500 Penalty: 4141.344238
	Iteration 42Q: 3 clusters Score -805980.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -805991.875000 Penalty: 4141.344238
	Iteration 43Q: 3 clusters Score -805991.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -806009.125000 Penalty: 4141.344238
	Iteration 44Q: 3 clusters Score -806009.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -806026.375000 Penalty: 4141.344238
	Iteration 45Q: 3 clusters Score -806026.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -806035.562500 Penalty: 4141.344238
	Iteration 46Q: 3 clusters Score -806035.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -806045.937500 Penalty: 4141.344238
	Iteration 47Q: 3 clusters Score -806045.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -806052.562500 Penalty: 4141.344238
	Iteration 48Q: 3 clusters Score -806052.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -806058.625000 Penalty: 4141.344238
	Iteration 49Q: 3 clusters Score -806058.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -806068.687500 Penalty: 4141.344238
	Iteration 50Q: 3 clusters Score -806068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -806078.937500 Penalty: 4141.344238
	Iteration 51Q: 3 clusters Score -806078.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -806089.125000 Penalty: 4141.344238
	Iteration 52Q: 3 clusters Score -806089.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -806093.625000 Penalty: 4141.344238
	Iteration 53Q: 3 clusters Score -806093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -806100.562500 Penalty: 4141.344238
	Iteration 54Q: 3 clusters Score -806100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -806104.000000 Penalty: 4141.344238
	Iteration 55Q: 3 clusters Score -806104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -806109.437500 Penalty: 4141.344238
	Iteration 56Q: 3 clusters Score -806109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -806114.875000 Penalty: 4141.344238
	Iteration 57Q: 3 clusters Score -806114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -806122.062500 Penalty: 4141.344238
	Iteration 58Q: 3 clusters Score -806122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -806128.250000 Penalty: 4141.344238
	Iteration 59Q: 3 clusters Score -806128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -806130.500000 Penalty: 4141.344238
	Iteration 60F: 3 clusters Score -806130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -806132.687500 Penalty: 4141.344238
	Iteration 61Q: 3 clusters Score -806132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -806133.937500 Penalty: 4141.344238
	Iteration 62Q: 3 clusters Score -806133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -806133.687500 Penalty: 4141.344238
	Iteration 63Q: 3 clusters Score -806133.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -806136.062500 Penalty: 4141.344238
	Iteration 64Q: 3 clusters Score -806136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -806136.062500 Penalty: 4141.344238
	Iteration 65F: 3 clusters Score -806136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Entering Unmasked Estep 
Score: -3987292.250000 Penalty: 2477.334473
	Iteration 0F: 2 clusters Score -3987292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3972073.500000 Penalty: 4954.668945
	Iteration 0F: 3 clusters Score -3972074 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3977179.250000 Penalty: 4954.668945
	Iteration 1F: 3 clusters Score -3977179 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3977534.750000 Penalty: 4954.668945
	Iteration 2Q: 3 clusters Score -3977535 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -3977861.000000 Penalty: 4954.668945
	Iteration 3Q: 3 clusters Score -3977861 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3978130.500000 Penalty: 4954.668945
	Iteration 4Q: 3 clusters Score -3978130 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -3978376.750000 Penalty: 4954.668945
	Iteration 5Q: 3 clusters Score -3978377 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3978619.750000 Penalty: 4954.668945
	Iteration 6Q: 3 clusters Score -3978620 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3978884.750000 Penalty: 4954.668945
	Iteration 7Q: 3 clusters Score -3978885 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3979250.500000 Penalty: 4954.668945
	Iteration 8Q: 3 clusters Score -3979250 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3979720.750000 Penalty: 4954.668945
	Iteration 9Q: 3 clusters Score -3979721 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3980367.500000 Penalty: 4954.668945
	Iteration 10F: 3 clusters Score -3980368 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3981181.500000 Penalty: 4954.668945
	Iteration 11F: 3 clusters Score -3981182 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3982062.000000 Penalty: 4954.668945
	Iteration 12F: 3 clusters Score -3982062 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3982966.500000 Penalty: 4954.668945
	Iteration 13F: 3 clusters Score -3982966 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3983709.750000 Penalty: 4954.668945
	Iteration 14Q: 3 clusters Score -3983710 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3984255.750000 Penalty: 4954.668945
	Iteration 15Q: 3 clusters Score -3984256 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -3984625.750000 Penalty: 4954.668945
	Iteration 16Q: 3 clusters Score -3984626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3984810.250000 Penalty: 4954.668945
	Iteration 17Q: 3 clusters Score -3984810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3984897.250000 Penalty: 4954.668945
	Iteration 18Q: 3 clusters Score -3984897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -3984966.250000 Penalty: 4954.668945
	Iteration 19Q: 3 clusters Score -3984966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3984996.000000 Penalty: 4954.668945
	Iteration 20F: 3 clusters Score -3984996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3985013.250000 Penalty: 4954.668945
	Iteration 21Q: 3 clusters Score -3985013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3985026.250000 Penalty: 4954.668945
	Iteration 22Q: 3 clusters Score -3985026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3985034.250000 Penalty: 4954.668945
	Iteration 23Q: 3 clusters Score -3985034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3985041.000000 Penalty: 4954.668945
	Iteration 24Q: 3 clusters Score -3985041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3985049.250000 Penalty: 4954.668945
	Iteration 25Q: 3 clusters Score -3985049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -3985049.750000 Penalty: 4954.668945
	Iteration 26Q: 3 clusters Score -3985050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3985050.500000 Penalty: 4954.668945
	Iteration 27Q: 3 clusters Score -3985050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -3985056.500000 Penalty: 4954.668945
	Iteration 28Q: 3 clusters Score -3985056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -3985057.000000 Penalty: 4954.668945
	Iteration 29Q: 3 clusters Score -3985057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3985063.750000 Penalty: 4954.668945
	Iteration 30Q: 3 clusters Score -3985064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3985069.750000 Penalty: 4954.668945
	Iteration 31Q: 3 clusters Score -3985070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3985068.750000 Penalty: 4954.668945
	Iteration 32Q: 3 clusters Score -3985069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3985070.500000 Penalty: 4954.668945
	Iteration 33Q: 3 clusters Score -3985070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3985074.750000 Penalty: 4954.668945
	Iteration 34Q: 3 clusters Score -3985075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3985077.000000 Penalty: 4954.668945
	Iteration 35Q: 3 clusters Score -3985077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3985077.000000 Penalty: 4954.668945
	Iteration 36F: 3 clusters Score -3985077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Entering Unmasked Estep 
Score: -5104996.000000 Penalty: 2510.091553
	Iteration 0F: 2 clusters Score -5104996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5090462.500000 Penalty: 5020.183105
	Iteration 0F: 3 clusters Score -5090462 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5096517.000000 Penalty: 5020.183105
	Iteration 1F: 3 clusters Score -5096517 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5096914.000000 Penalty: 5020.183105
	Iteration 2F: 3 clusters Score -5096914 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -5097226.000000 Penalty: 5020.183105
	Iteration 3Q: 3 clusters Score -5097226 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -5097524.500000 Penalty: 5020.183105
	Iteration 4Q: 3 clusters Score -5097524 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5097801.000000 Penalty: 5020.183105
	Iteration 5Q: 3 clusters Score -5097801 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -5098104.000000 Penalty: 5020.183105
	Iteration 6Q: 3 clusters Score -5098104 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5098587.000000 Penalty: 5020.183105
	Iteration 7Q: 3 clusters Score -5098587 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5099185.000000 Penalty: 5020.183105
	Iteration 8Q: 3 clusters Score -5099185 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5100060.000000 Penalty: 5020.183105
	Iteration 9F: 3 clusters Score -5100060 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -5100876.000000 Penalty: 5020.183105
	Iteration 10F: 3 clusters Score -5100876 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5101383.500000 Penalty: 5020.183105
	Iteration 11Q: 3 clusters Score -5101384 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -5101644.000000 Penalty: 5020.183105
	Iteration 12Q: 3 clusters Score -5101644 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -5101827.000000 Penalty: 5020.183105
	Iteration 13Q: 3 clusters Score -5101827 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -5102076.000000 Penalty: 5020.183105
	Iteration 14Q: 3 clusters Score -5102076 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -5102304.000000 Penalty: 5020.183105
	Iteration 15Q: 3 clusters Score -5102304 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -5102497.500000 Penalty: 5020.183105
	Iteration 16Q: 3 clusters Score -5102498 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5102747.000000 Penalty: 5020.183105
	Iteration 17Q: 3 clusters Score -5102747 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5102983.000000 Penalty: 5020.183105
	Iteration 18Q: 3 clusters Score -5102983 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5103330.000000 Penalty: 5020.183105
	Iteration 19Q: 3 clusters Score -5103330 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -5103680.500000 Penalty: 5020.183105
	Iteration 20F: 3 clusters Score -5103680 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5103998.500000 Penalty: 5020.183105
	Iteration 21Q: 3 clusters Score -5103998 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5104255.000000 Penalty: 5020.183105
	Iteration 22Q: 3 clusters Score -5104255 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5104424.500000 Penalty: 5020.183105
	Iteration 23Q: 3 clusters Score -5104424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5104545.500000 Penalty: 5020.183105
	Iteration 24Q: 3 clusters Score -5104546 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5104591.500000 Penalty: 5020.183105
	Iteration 25Q: 3 clusters Score -5104592 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5104605.000000 Penalty: 5020.183105
	Iteration 26Q: 3 clusters Score -5104605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5104614.000000 Penalty: 5020.183105
	Iteration 27Q: 3 clusters Score -5104614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5104605.500000 Penalty: 5020.183105
	Iteration 28Q: 3 clusters Score -5104606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5104612.500000 Penalty: 5020.183105
	Iteration 29Q: 3 clusters Score -5104612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5104613.500000 Penalty: 5020.183105
	Iteration 30Q: 3 clusters Score -5104614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5104613.000000 Penalty: 5020.183105
	Iteration 31Q: 3 clusters Score -5104613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5104616.500000 Penalty: 5020.183105
	Iteration 32Q: 3 clusters Score -5104616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -5104627.500000 Penalty: 5020.183105
	Iteration 33Q: 3 clusters Score -5104628 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -5104635.000000 Penalty: 5020.183105
	Iteration 34Q: 3 clusters Score -5104635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5104634.500000 Penalty: 5020.183105
	Iteration 35Q: 3 clusters Score -5104634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -5104650.000000 Penalty: 5020.183105
	Iteration 36Q: 3 clusters Score -5104650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5104638.500000 Penalty: 5020.183105
	Iteration 37Q: 3 clusters Score -5104638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -5104640.500000 Penalty: 5020.183105
	Iteration 38Q: 3 clusters Score -5104640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5104646.500000 Penalty: 5020.183105
	Iteration 39Q: 3 clusters Score -5104646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -5104640.500000 Penalty: 5020.183105
	Iteration 40F: 3 clusters Score -5104640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -5104636.500000 Penalty: 5020.183105
	Iteration 41Q: 3 clusters Score -5104636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5104637.500000 Penalty: 5020.183105
	Iteration 42Q: 3 clusters Score -5104638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5104645.500000 Penalty: 5020.183105
	Iteration 43Q: 3 clusters Score -5104646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -5104639.500000 Penalty: 5020.183105
	Iteration 44Q: 3 clusters Score -5104640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5104629.000000 Penalty: 5020.183105
	Iteration 45Q: 3 clusters Score -5104629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5104631.000000 Penalty: 5020.183105
	Iteration 46Q: 3 clusters Score -5104631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5104625.000000 Penalty: 5020.183105
	Iteration 47Q: 3 clusters Score -5104625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5104631.500000 Penalty: 5020.183105
	Iteration 48Q: 3 clusters Score -5104632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5104628.000000 Penalty: 5020.183105
	Iteration 49Q: 3 clusters Score -5104628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5104628.000000 Penalty: 5020.183105
	Iteration 50Q: 3 clusters Score -5104628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5104620.500000 Penalty: 5020.183105
	Iteration 51Q: 3 clusters Score -5104620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -5104622.000000 Penalty: 5020.183105
	Iteration 52Q: 3 clusters Score -5104622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5104627.500000 Penalty: 5020.183105
	Iteration 53Q: 3 clusters Score -5104628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5104624.000000 Penalty: 5020.183105
	Iteration 54Q: 3 clusters Score -5104624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5104625.000000 Penalty: 5020.183105
	Iteration 55Q: 3 clusters Score -5104625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5104628.500000 Penalty: 5020.183105
	Iteration 56Q: 3 clusters Score -5104628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5104628.500000 Penalty: 5020.183105
	Iteration 57F: 3 clusters Score -5104628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Entering Unmasked Estep 
Score: -6416589.000000 Penalty: 2584.998779
	Iteration 0F: 2 clusters Score -6416589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6394913.000000 Penalty: 5169.997559
	Iteration 0F: 3 clusters Score -6394913 nChanged 15226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6403156.500000 Penalty: 5169.997559
	Iteration 1F: 3 clusters Score -6403156 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -6403660.500000 Penalty: 5169.997559
	Iteration 2Q: 3 clusters Score -6403660 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6404128.000000 Penalty: 5169.997559
	Iteration 3Q: 3 clusters Score -6404128 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -6404595.500000 Penalty: 5169.997559
	Iteration 4Q: 3 clusters Score -6404596 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -6405054.000000 Penalty: 5169.997559
	Iteration 5Q: 3 clusters Score -6405054 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -6405575.000000 Penalty: 5169.997559
	Iteration 6Q: 3 clusters Score -6405575 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -6406236.000000 Penalty: 5169.997559
	Iteration 7Q: 3 clusters Score -6406236 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -6407229.000000 Penalty: 5169.997559
	Iteration 8F: 3 clusters Score -6407229 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -6408532.500000 Penalty: 5169.997559
	Iteration 9F: 3 clusters Score -6408532 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6410065.000000 Penalty: 5169.997559
	Iteration 10F: 3 clusters Score -6410065 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -6411594.500000 Penalty: 5169.997559
	Iteration 11F: 3 clusters Score -6411594 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -6412848.500000 Penalty: 5169.997559
	Iteration 12F: 3 clusters Score -6412848 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -6413663.500000 Penalty: 5169.997559
	Iteration 13Q: 3 clusters Score -6413664 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -6414181.000000 Penalty: 5169.997559
	Iteration 14Q: 3 clusters Score -6414181 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -6414471.500000 Penalty: 5169.997559
	Iteration 15Q: 3 clusters Score -6414472 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -6414638.000000 Penalty: 5169.997559
	Iteration 16Q: 3 clusters Score -6414638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -6414739.000000 Penalty: 5169.997559
	Iteration 17Q: 3 clusters Score -6414739 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6414805.000000 Penalty: 5169.997559
	Iteration 18Q: 3 clusters Score -6414805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -6414840.000000 Penalty: 5169.997559
	Iteration 19Q: 3 clusters Score -6414840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6414849.500000 Penalty: 5169.997559
	Iteration 20F: 3 clusters Score -6414850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -6414876.500000 Penalty: 5169.997559
	Iteration 21Q: 3 clusters Score -6414876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -6414901.000000 Penalty: 5169.997559
	Iteration 22Q: 3 clusters Score -6414901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -6414894.500000 Penalty: 5169.997559
	Iteration 23Q: 3 clusters Score -6414894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -6414883.500000 Penalty: 5169.997559
	Iteration 24Q: 3 clusters Score -6414884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -6414886.500000 Penalty: 5169.997559
	Iteration 25Q: 3 clusters Score -6414886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6414895.000000 Penalty: 5169.997559
	Iteration 26Q: 3 clusters Score -6414895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -6414894.500000 Penalty: 5169.997559
	Iteration 27Q: 3 clusters Score -6414894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -6414903.500000 Penalty: 5169.997559
	Iteration 28Q: 3 clusters Score -6414904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -6414912.500000 Penalty: 5169.997559
	Iteration 29Q: 3 clusters Score -6414912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -6414917.000000 Penalty: 5169.997559
	Iteration 30Q: 3 clusters Score -6414917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -6414917.000000 Penalty: 5169.997559
	Iteration 31Q: 3 clusters Score -6414917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -6414907.500000 Penalty: 5169.997559
	Iteration 32Q: 3 clusters Score -6414908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -6414907.500000 Penalty: 5169.997559
	Iteration 33F: 3 clusters Score -6414908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Entering Unmasked Estep 
Score: -5640525.500000 Penalty: 2551.449463
	Iteration 0F: 2 clusters Score -5640526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5621478.500000 Penalty: 5102.898926
	Iteration 0F: 3 clusters Score -5621478 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -5628655.500000 Penalty: 5102.898926
	Iteration 1F: 3 clusters Score -5628656 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5629086.500000 Penalty: 5102.898926
	Iteration 2Q: 3 clusters Score -5629086 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -5629525.000000 Penalty: 5102.898926
	Iteration 3Q: 3 clusters Score -5629525 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -5629978.000000 Penalty: 5102.898926
	Iteration 4Q: 3 clusters Score -5629978 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5630625.500000 Penalty: 5102.898926
	Iteration 5Q: 3 clusters Score -5630626 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -5631528.000000 Penalty: 5102.898926
	Iteration 6F: 3 clusters Score -5631528 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -5632861.500000 Penalty: 5102.898926
	Iteration 7F: 3 clusters Score -5632862 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -5634478.500000 Penalty: 5102.898926
	Iteration 8F: 3 clusters Score -5634478 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5636241.500000 Penalty: 5102.898926
	Iteration 9F: 3 clusters Score -5636242 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5637388.000000 Penalty: 5102.898926
	Iteration 10F: 3 clusters Score -5637388 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5637900.000000 Penalty: 5102.898926
	Iteration 11Q: 3 clusters Score -5637900 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5638110.500000 Penalty: 5102.898926
	Iteration 12Q: 3 clusters Score -5638110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5638195.500000 Penalty: 5102.898926
	Iteration 13Q: 3 clusters Score -5638196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5638270.000000 Penalty: 5102.898926
	Iteration 14Q: 3 clusters Score -5638270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5638295.500000 Penalty: 5102.898926
	Iteration 15Q: 3 clusters Score -5638296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5638327.000000 Penalty: 5102.898926
	Iteration 16Q: 3 clusters Score -5638327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5638344.000000 Penalty: 5102.898926
	Iteration 17Q: 3 clusters Score -5638344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5638344.500000 Penalty: 5102.898926
	Iteration 18Q: 3 clusters Score -5638344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5638340.500000 Penalty: 5102.898926
	Iteration 19Q: 3 clusters Score -5638340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5638346.000000 Penalty: 5102.898926
	Iteration 20F: 3 clusters Score -5638346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5638352.500000 Penalty: 5102.898926
	Iteration 21Q: 3 clusters Score -5638352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5638358.500000 Penalty: 5102.898926
	Iteration 22Q: 3 clusters Score -5638358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5638358.500000 Penalty: 5102.898926
	Iteration 23F: 3 clusters Score -5638358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -135264.437500 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135264.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135478.078125 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135478.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -135541.640625 Penalty: 3293.378418
	Iteration 2Q: 3 clusters Score -135541.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -135580.625000 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -135621.609375 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135659.265625 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135724.109375 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135843.781250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135843.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -135903.515625 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -135903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -135961.140625 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -135961.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -136013.453125 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136013.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136048.984375 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -136063.500000 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -136073.625000 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -136080.234375 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -136082.656250 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -136083.562500 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136086.265625 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136086.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -136086.265625 Penalty: 3293.378418
	Iteration 18F: 3 clusters Score -136086.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Entering Unmasked Estep 
Score: -5809856.000000 Penalty: 2557.322021
	Iteration 0F: 2 clusters Score -5809856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5790612.500000 Penalty: 5114.644043
	Iteration 0F: 3 clusters Score -5790612 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -5797893.000000 Penalty: 5114.644043
	Iteration 1F: 3 clusters Score -5797893 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -5798257.000000 Penalty: 5114.644043
	Iteration 2Q: 3 clusters Score -5798257 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5798567.000000 Penalty: 5114.644043
	Iteration 3Q: 3 clusters Score -5798567 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5798865.500000 Penalty: 5114.644043
	Iteration 4Q: 3 clusters Score -5798866 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5799110.500000 Penalty: 5114.644043
	Iteration 5Q: 3 clusters Score -5799110 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5799334.500000 Penalty: 5114.644043
	Iteration 6Q: 3 clusters Score -5799334 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5799568.500000 Penalty: 5114.644043
	Iteration 7Q: 3 clusters Score -5799568 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -5799891.000000 Penalty: 5114.644043
	Iteration 8Q: 3 clusters Score -5799891 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -5800317.500000 Penalty: 5114.644043
	Iteration 9Q: 3 clusters Score -5800318 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5800913.500000 Penalty: 5114.644043
	Iteration 10Q: 3 clusters Score -5800914 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -5801708.500000 Penalty: 5114.644043
	Iteration 11F: 3 clusters Score -5801708 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -5802736.500000 Penalty: 5114.644043
	Iteration 12F: 3 clusters Score -5802736 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -5804023.500000 Penalty: 5114.644043
	Iteration 13F: 3 clusters Score -5804024 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5805657.000000 Penalty: 5114.644043
	Iteration 14F: 3 clusters Score -5805657 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -5807205.000000 Penalty: 5114.644043
	Iteration 15F: 3 clusters Score -5807205 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5808004.500000 Penalty: 5114.644043
	Iteration 16Q: 3 clusters Score -5808004 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5808271.000000 Penalty: 5114.644043
	Iteration 17Q: 3 clusters Score -5808271 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5808345.000000 Penalty: 5114.644043
	Iteration 18Q: 3 clusters Score -5808345 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5808427.000000 Penalty: 5114.644043
	Iteration 19Q: 3 clusters Score -5808427 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -5808448.500000 Penalty: 5114.644043
	Iteration 20F: 3 clusters Score -5808448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5808466.000000 Penalty: 5114.644043
	Iteration 21Q: 3 clusters Score -5808466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5808479.000000 Penalty: 5114.644043
	Iteration 22Q: 3 clusters Score -5808479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5808504.000000 Penalty: 5114.644043
	Iteration 23Q: 3 clusters Score -5808504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5808521.000000 Penalty: 5114.644043
	Iteration 24Q: 3 clusters Score -5808521 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5808504.500000 Penalty: 5114.644043
	Iteration 25Q: 3 clusters Score -5808504 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5808488.500000 Penalty: 5114.644043
	Iteration 26Q: 3 clusters Score -5808488 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5808481.500000 Penalty: 5114.644043
	Iteration 27Q: 3 clusters Score -5808482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -5808478.000000 Penalty: 5114.644043
	Iteration 28Q: 3 clusters Score -5808478 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5808474.000000 Penalty: 5114.644043
	Iteration 29Q: 3 clusters Score -5808474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5808478.000000 Penalty: 5114.644043
	Iteration 30Q: 3 clusters Score -5808478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5808462.500000 Penalty: 5114.644043
	Iteration 31Q: 3 clusters Score -5808462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5808431.000000 Penalty: 5114.644043
	Iteration 32Q: 3 clusters Score -5808431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5808429.000000 Penalty: 5114.644043
	Iteration 33Q: 3 clusters Score -5808429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5808449.000000 Penalty: 5114.644043
	Iteration 34Q: 3 clusters Score -5808449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5808434.500000 Penalty: 5114.644043
	Iteration 35Q: 3 clusters Score -5808434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -5808420.500000 Penalty: 5114.644043
	Iteration 36Q: 3 clusters Score -5808420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5808433.000000 Penalty: 5114.644043
	Iteration 37Q: 3 clusters Score -5808433 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5808419.500000 Penalty: 5114.644043
	Iteration 38Q: 3 clusters Score -5808420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5808428.500000 Penalty: 5114.644043
	Iteration 39Q: 3 clusters Score -5808428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5808414.000000 Penalty: 5114.644043
	Iteration 40F: 3 clusters Score -5808414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5808421.500000 Penalty: 5114.644043
	Iteration 41Q: 3 clusters Score -5808422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5808412.000000 Penalty: 5114.644043
	Iteration 42Q: 3 clusters Score -5808412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -5808403.500000 Penalty: 5114.644043
	Iteration 43Q: 3 clusters Score -5808404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5808412.500000 Penalty: 5114.644043
	Iteration 44Q: 3 clusters Score -5808412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5808409.000000 Penalty: 5114.644043
	Iteration 45Q: 3 clusters Score -5808409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5808405.000000 Penalty: 5114.644043
	Iteration 46Q: 3 clusters Score -5808405 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -5808405.500000 Penalty: 5114.644043
	Iteration 47Q: 3 clusters Score -5808406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -5808404.000000 Penalty: 5114.644043
	Iteration 48Q: 3 clusters Score -5808404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5808393.500000 Penalty: 5114.644043
	Iteration 49Q: 3 clusters Score -5808394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5808398.000000 Penalty: 5114.644043
	Iteration 50Q: 3 clusters Score -5808398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -5808390.000000 Penalty: 5114.644043
	Iteration 51Q: 3 clusters Score -5808390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5808385.500000 Penalty: 5114.644043
	Iteration 52Q: 3 clusters Score -5808386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5808370.000000 Penalty: 5114.644043
	Iteration 53Q: 3 clusters Score -5808370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5808370.000000 Penalty: 5114.644043
	Iteration 54Q: 3 clusters Score -5808370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -5808385.500000 Penalty: 5114.644043
	Iteration 55Q: 3 clusters Score -5808386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -5808390.500000 Penalty: 5114.644043
	Iteration 56Q: 3 clusters Score -5808390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5808372.500000 Penalty: 5114.644043
	Iteration 57Q: 3 clusters Score -5808372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5808362.000000 Penalty: 5114.644043
	Iteration 58Q: 3 clusters Score -5808362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5808356.000000 Penalty: 5114.644043
	Iteration 59Q: 3 clusters Score -5808356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5808361.500000 Penalty: 5114.644043
	Iteration 60F: 3 clusters Score -5808362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -5808353.000000 Penalty: 5114.644043
	Iteration 61Q: 3 clusters Score -5808353 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -5808336.000000 Penalty: 5114.644043
	Iteration 62Q: 3 clusters Score -5808336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -5808327.000000 Penalty: 5114.644043
	Iteration 63Q: 3 clusters Score -5808327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5808294.000000 Penalty: 5114.644043
	Iteration 64Q: 3 clusters Score -5808294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -5808265.000000 Penalty: 5114.644043
	Iteration 65Q: 3 clusters Score -5808265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5808272.500000 Penalty: 5114.644043
	Iteration 66Q: 3 clusters Score -5808272 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5808267.000000 Penalty: 5114.644043
	Iteration 67Q: 3 clusters Score -5808267 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5808238.000000 Penalty: 5114.644043
	Iteration 68Q: 3 clusters Score -5808238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5808241.500000 Penalty: 5114.644043
	Iteration 69Q: 3 clusters Score -5808242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5808218.500000 Penalty: 5114.644043
	Iteration 70Q: 3 clusters Score -5808218 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5808229.500000 Penalty: 5114.644043
	Iteration 71Q: 3 clusters Score -5808230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5808227.500000 Penalty: 5114.644043
	Iteration 72Q: 3 clusters Score -5808228 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -5808222.500000 Penalty: 5114.644043
	Iteration 73Q: 3 clusters Score -5808222 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -5808194.500000 Penalty: 5114.644043
	Iteration 74Q: 3 clusters Score -5808194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5808182.000000 Penalty: 5114.644043
	Iteration 75Q: 3 clusters Score -5808182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5808178.000000 Penalty: 5114.644043
	Iteration 76Q: 3 clusters Score -5808178 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5808171.500000 Penalty: 5114.644043
	Iteration 77Q: 3 clusters Score -5808172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5808142.000000 Penalty: 5114.644043
	Iteration 78Q: 3 clusters Score -5808142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5808137.500000 Penalty: 5114.644043
	Iteration 79Q: 3 clusters Score -5808138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5808147.500000 Penalty: 5114.644043
	Iteration 80F: 3 clusters Score -5808148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5808152.000000 Penalty: 5114.644043
	Iteration 81Q: 3 clusters Score -5808152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5808169.000000 Penalty: 5114.644043
	Iteration 82Q: 3 clusters Score -5808169 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -5808151.000000 Penalty: 5114.644043
	Iteration 83Q: 3 clusters Score -5808151 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -5808137.000000 Penalty: 5114.644043
	Iteration 84Q: 3 clusters Score -5808137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -5808114.000000 Penalty: 5114.644043
	Iteration 85Q: 3 clusters Score -5808114 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5808096.000000 Penalty: 5114.644043
	Iteration 86Q: 3 clusters Score -5808096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -5808052.500000 Penalty: 5114.644043
	Iteration 87Q: 3 clusters Score -5808052 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5808029.000000 Penalty: 5114.644043
	Iteration 88Q: 3 clusters Score -5808029 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5808004.000000 Penalty: 5114.644043
	Iteration 89Q: 3 clusters Score -5808004 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5808002.500000 Penalty: 5114.644043
	Iteration 90Q: 3 clusters Score -5808002 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5807974.500000 Penalty: 5114.644043
	Iteration 91Q: 3 clusters Score -5807974 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5807971.500000 Penalty: 5114.644043
	Iteration 92Q: 3 clusters Score -5807972 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5807979.000000 Penalty: 5114.644043
	Iteration 93Q: 3 clusters Score -5807979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5807958.500000 Penalty: 5114.644043
	Iteration 94Q: 3 clusters Score -5807958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5807936.000000 Penalty: 5114.644043
	Iteration 95Q: 3 clusters Score -5807936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5807924.500000 Penalty: 5114.644043
	Iteration 96Q: 3 clusters Score -5807924 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -5807893.000000 Penalty: 5114.644043
	Iteration 97Q: 3 clusters Score -5807893 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5807897.000000 Penalty: 5114.644043
	Iteration 98Q: 3 clusters Score -5807897 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5807886.000000 Penalty: 5114.644043
	Iteration 99Q: 3 clusters Score -5807886 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5807866.500000 Penalty: 5114.644043
	Iteration 100F: 3 clusters Score -5807866 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5807854.500000 Penalty: 5114.644043
	Iteration 101Q: 3 clusters Score -5807854 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5807855.000000 Penalty: 5114.644043
	Iteration 102Q: 3 clusters Score -5807855 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -5807834.000000 Penalty: 5114.644043
	Iteration 103Q: 3 clusters Score -5807834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5807838.000000 Penalty: 5114.644043
	Iteration 104Q: 3 clusters Score -5807838 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5807791.000000 Penalty: 5114.644043
	Iteration 105Q: 3 clusters Score -5807791 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5807789.000000 Penalty: 5114.644043
	Iteration 106Q: 3 clusters Score -5807789 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -5807781.500000 Penalty: 5114.644043
	Iteration 107Q: 3 clusters Score -5807782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5807767.000000 Penalty: 5114.644043
	Iteration 108Q: 3 clusters Score -5807767 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5807755.500000 Penalty: 5114.644043
	Iteration 109Q: 3 clusters Score -5807756 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5807752.500000 Penalty: 5114.644043
	Iteration 110Q: 3 clusters Score -5807752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -5807739.500000 Penalty: 5114.644043
	Iteration 111Q: 3 clusters Score -5807740 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5807708.000000 Penalty: 5114.644043
	Iteration 112Q: 3 clusters Score -5807708 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5807677.500000 Penalty: 5114.644043
	Iteration 113Q: 3 clusters Score -5807678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -5807706.500000 Penalty: 5114.644043
	Iteration 114Q: 3 clusters Score -5807706 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5807683.500000 Penalty: 5114.644043
	Iteration 115Q: 3 clusters Score -5807684 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5807677.500000 Penalty: 5114.644043
	Iteration 116Q: 3 clusters Score -5807678 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -5807653.000000 Penalty: 5114.644043
	Iteration 117Q: 3 clusters Score -5807653 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -5807650.500000 Penalty: 5114.644043
	Iteration 118Q: 3 clusters Score -5807650 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -5807649.000000 Penalty: 5114.644043
	Iteration 119Q: 3 clusters Score -5807649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5807654.000000 Penalty: 5114.644043
	Iteration 120F: 3 clusters Score -5807654 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -5807642.000000 Penalty: 5114.644043
	Iteration 121Q: 3 clusters Score -5807642 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -5807601.500000 Penalty: 5114.644043
	Iteration 122Q: 3 clusters Score -5807602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -5807601.500000 Penalty: 5114.644043
	Iteration 123Q: 3 clusters Score -5807602 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -5807589.500000 Penalty: 5114.644043
	Iteration 124Q: 3 clusters Score -5807590 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -5807614.000000 Penalty: 5114.644043
	Iteration 125Q: 3 clusters Score -5807614 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5807608.000000 Penalty: 5114.644043
	Iteration 126Q: 3 clusters Score -5807608 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5807633.000000 Penalty: 5114.644043
	Iteration 127Q: 3 clusters Score -5807633 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -5807626.000000 Penalty: 5114.644043
	Iteration 128Q: 3 clusters Score -5807626 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -5807624.000000 Penalty: 5114.644043
	Iteration 129Q: 3 clusters Score -5807624 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5807681.500000 Penalty: 5114.644043
	Iteration 130Q: 3 clusters Score -5807682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -5807708.000000 Penalty: 5114.644043
	Iteration 131Q: 3 clusters Score -5807708 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5807726.500000 Penalty: 5114.644043
	Iteration 132Q: 3 clusters Score -5807726 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5807765.000000 Penalty: 5114.644043
	Iteration 133Q: 3 clusters Score -5807765 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5807773.000000 Penalty: 5114.644043
	Iteration 134Q: 3 clusters Score -5807773 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5807805.500000 Penalty: 5114.644043
	Iteration 135Q: 3 clusters Score -5807806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -5807832.000000 Penalty: 5114.644043
	Iteration 136Q: 3 clusters Score -5807832 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5807841.000000 Penalty: 5114.644043
	Iteration 137Q: 3 clusters Score -5807841 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5807855.500000 Penalty: 5114.644043
	Iteration 138Q: 3 clusters Score -5807856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5807869.500000 Penalty: 5114.644043
	Iteration 139Q: 3 clusters Score -5807870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -5807886.500000 Penalty: 5114.644043
	Iteration 140F: 3 clusters Score -5807886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -5807885.500000 Penalty: 5114.644043
	Iteration 141Q: 3 clusters Score -5807886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -5807880.000000 Penalty: 5114.644043
	Iteration 142Q: 3 clusters Score -5807880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -5807864.500000 Penalty: 5114.644043
	Iteration 143Q: 3 clusters Score -5807864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5807854.500000 Penalty: 5114.644043
	Iteration 144Q: 3 clusters Score -5807854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5807867.500000 Penalty: 5114.644043
	Iteration 145Q: 3 clusters Score -5807868 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5807864.000000 Penalty: 5114.644043
	Iteration 146Q: 3 clusters Score -5807864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5807856.500000 Penalty: 5114.644043
	Iteration 147Q: 3 clusters Score -5807856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -5807866.500000 Penalty: 5114.644043
	Iteration 148Q: 3 clusters Score -5807866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5807864.000000 Penalty: 5114.644043
	Iteration 149Q: 3 clusters Score -5807864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -5807855.000000 Penalty: 5114.644043
	Iteration 150Q: 3 clusters Score -5807855 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5807871.000000 Penalty: 5114.644043
	Iteration 151Q: 3 clusters Score -5807871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5807885.000000 Penalty: 5114.644043
	Iteration 152Q: 3 clusters Score -5807885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5807878.000000 Penalty: 5114.644043
	Iteration 153Q: 3 clusters Score -5807878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5807889.500000 Penalty: 5114.644043
	Iteration 154Q: 3 clusters Score -5807890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -5807888.500000 Penalty: 5114.644043
	Iteration 155Q: 3 clusters Score -5807888 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5807895.500000 Penalty: 5114.644043
	Iteration 156Q: 3 clusters Score -5807896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5807885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5807888.500000 Penalty: 5114.644043
	Iteration 158Q: 3 clusters Score -5807888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -5807876.500000 Penalty: 5114.644043
	Iteration 159Q: 3 clusters Score -5807876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5807893.000000 Penalty: 5114.644043
	Iteration 160F: 3 clusters Score -5807893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5807890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5807895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5807909.000000 Penalty: 5114.644043
	Iteration 163Q: 3 clusters Score -5807909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -5807924.000000 Penalty: 5114.644043
	Iteration 164Q: 3 clusters Score -5807924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5807930.500000 Penalty: 5114.644043
	Iteration 165Q: 3 clusters Score -5807930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5807924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5807930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5807937.500000 Penalty: 5114.644043
	Iteration 168Q: 3 clusters Score -5807938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -5807925.000000 Penalty: 5114.644043
	Iteration 169Q: 3 clusters Score -5807925 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -5807923.000000 Penalty: 5114.644043
	Iteration 170Q: 3 clusters Score -5807923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5807916.000000 Penalty: 5114.644043
	Iteration 171Q: 3 clusters Score -5807916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5807919.000000 Penalty: 5114.644043
	Iteration 172Q: 3 clusters Score -5807919 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5807907.000000 Penalty: 5114.644043
	Iteration 173Q: 3 clusters Score -5807907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5807908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5807927.000000 Penalty: 5114.644043
	Iteration 175Q: 3 clusters Score -5807927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -5807922.000000 Penalty: 5114.644043
	Iteration 176Q: 3 clusters Score -5807922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5807940.000000 Penalty: 5114.644043
	Iteration 177Q: 3 clusters Score -5807940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5807921.500000 Penalty: 5114.644043
	Iteration 178Q: 3 clusters Score -5807922 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5807902.500000 Penalty: 5114.644043
	Iteration 179Q: 3 clusters Score -5807902 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5807896.500000 Penalty: 5114.644043
	Iteration 180F: 3 clusters Score -5807896 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5807890.000000 Penalty: 5114.644043
	Iteration 181Q: 3 clusters Score -5807890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5807902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5807923.500000 Penalty: 5114.644043
	Iteration 183Q: 3 clusters Score -5807924 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5807928.000000 Penalty: 5114.644043
	Iteration 184Q: 3 clusters Score -5807928 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -5807938.500000 Penalty: 5114.644043
	Iteration 185Q: 3 clusters Score -5807938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5807927.500000 Penalty: 5114.644043
	Iteration 186Q: 3 clusters Score -5807928 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5807921.000000 Penalty: 5114.644043
	Iteration 187Q: 3 clusters Score -5807921 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5807930.500000 Penalty: 5114.644043
	Iteration 188Q: 3 clusters Score -5807930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5807942.500000 Penalty: 5114.644043
	Iteration 189Q: 3 clusters Score -5807942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5807927.000000 Penalty: 5114.644043
	Iteration 190Q: 3 clusters Score -5807927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5807929.000000 Penalty: 5114.644043
	Iteration 191Q: 3 clusters Score -5807929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5807915.000000 Penalty: 5114.644043
	Iteration 192Q: 3 clusters Score -5807915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5807915.500000 Penalty: 5114.644043
	Iteration 193Q: 3 clusters Score -5807916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5807919.500000 Penalty: 5114.644043
	Iteration 194Q: 3 clusters Score -5807920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5807913.500000 Penalty: 5114.644043
	Iteration 195Q: 3 clusters Score -5807914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5807910.000000 Penalty: 5114.644043
	Iteration 196Q: 3 clusters Score -5807910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5807918.000000 Penalty: 5114.644043
	Iteration 197Q: 3 clusters Score -5807918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5807913.000000 Penalty: 5114.644043
	Iteration 198Q: 3 clusters Score -5807913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5807912.000000 Penalty: 5114.644043
	Iteration 199Q: 3 clusters Score -5807912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5807915.500000 Penalty: 5114.644043
	Iteration 200F: 3 clusters Score -5807916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5807923.500000 Penalty: 5114.644043
	Iteration 201Q: 3 clusters Score -5807924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5807935.500000 Penalty: 5114.644043
	Iteration 202Q: 3 clusters Score -5807936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5807944.500000 Penalty: 5114.644043
	Iteration 203Q: 3 clusters Score -5807944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5807939.000000 Penalty: 5114.644043
	Iteration 204Q: 3 clusters Score -5807939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5807940.500000 Penalty: 5114.644043
	Iteration 205Q: 3 clusters Score -5807940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5807938.000000 Penalty: 5114.644043
	Iteration 206Q: 3 clusters Score -5807938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5807946.000000 Penalty: 5114.644043
	Iteration 207Q: 3 clusters Score -5807946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5807939.500000 Penalty: 5114.644043
	Iteration 208Q: 3 clusters Score -5807940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5807940.000000 Penalty: 5114.644043
	Iteration 209Q: 3 clusters Score -5807940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5807938.500000 Penalty: 5114.644043
	Iteration 210Q: 3 clusters Score -5807938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5807936.000000 Penalty: 5114.644043
	Iteration 211Q: 3 clusters Score -5807936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5807950.500000 Penalty: 5114.644043
	Iteration 212Q: 3 clusters Score -5807950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5807954.000000 Penalty: 5114.644043
	Iteration 213Q: 3 clusters Score -5807954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5807964.500000 Penalty: 5114.644043
	Iteration 214Q: 3 clusters Score -5807964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5807965.500000 Penalty: 5114.644043
	Iteration 215Q: 3 clusters Score -5807966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5807958.000000 Penalty: 5114.644043
	Iteration 216Q: 3 clusters Score -5807958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5807962.000000 Penalty: 5114.644043
	Iteration 217Q: 3 clusters Score -5807962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5807960.000000 Penalty: 5114.644043
	Iteration 218Q: 3 clusters Score -5807960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5807971.000000 Penalty: 5114.644043
	Iteration 219Q: 3 clusters Score -5807971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5807959.500000 Penalty: 5114.644043
	Iteration 220F: 3 clusters Score -5807960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5807975.000000 Penalty: 5114.644043
	Iteration 221Q: 3 clusters Score -5807975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5807973.500000 Penalty: 5114.644043
	Iteration 222Q: 3 clusters Score -5807974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5807994.500000 Penalty: 5114.644043
	Iteration 223Q: 3 clusters Score -5807994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5807991.000000 Penalty: 5114.644043
	Iteration 224Q: 3 clusters Score -5807991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5807982.000000 Penalty: 5114.644043
	Iteration 225Q: 3 clusters Score -5807982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5807981.500000 Penalty: 5114.644043
	Iteration 226Q: 3 clusters Score -5807982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5807984.500000 Penalty: 5114.644043
	Iteration 227Q: 3 clusters Score -5807984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5807987.000000 Penalty: 5114.644043
	Iteration 228Q: 3 clusters Score -5807987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5807980.000000 Penalty: 5114.644043
	Iteration 229Q: 3 clusters Score -5807980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5807984.000000 Penalty: 5114.644043
	Iteration 230Q: 3 clusters Score -5807984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5807978.500000 Penalty: 5114.644043
	Iteration 231Q: 3 clusters Score -5807978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5807979.500000 Penalty: 5114.644043
	Iteration 232Q: 3 clusters Score -5807980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5807986.500000 Penalty: 5114.644043
	Iteration 233Q: 3 clusters Score -5807986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5807980.500000 Penalty: 5114.644043
	Iteration 234Q: 3 clusters Score -5807980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5807979.000000 Penalty: 5114.644043
	Iteration 235Q: 3 clusters Score -5807979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5807977.500000 Penalty: 5114.644043
	Iteration 236Q: 3 clusters Score -5807978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5807982.500000 Penalty: 5114.644043
	Iteration 237Q: 3 clusters Score -5807982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5807976.500000 Penalty: 5114.644043
	Iteration 238Q: 3 clusters Score -5807976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5807981.500000 Penalty: 5114.644043
	Iteration 239Q: 3 clusters Score -5807982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5807978.000000 Penalty: 5114.644043
	Iteration 240F: 3 clusters Score -5807978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5807981.500000 Penalty: 5114.644043
	Iteration 241Q: 3 clusters Score -5807982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5807976.500000 Penalty: 5114.644043
	Iteration 242Q: 3 clusters Score -5807976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5807976.000000 Penalty: 5114.644043
	Iteration 243Q: 3 clusters Score -5807976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5807983.000000 Penalty: 5114.644043
	Iteration 244Q: 3 clusters Score -5807983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5807973.000000 Penalty: 5114.644043
	Iteration 245Q: 3 clusters Score -5807973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5807970.000000 Penalty: 5114.644043
	Iteration 246Q: 3 clusters Score -5807970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5807972.500000 Penalty: 5114.644043
	Iteration 247Q: 3 clusters Score -5807972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5807972.500000 Penalty: 5114.644043
	Iteration 248Q: 3 clusters Score -5807972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5807969.500000 Penalty: 5114.644043
	Iteration 249Q: 3 clusters Score -5807970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5807969.500000 Penalty: 5114.644043
	Iteration 250F: 3 clusters Score -5807970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Entering Unmasked Estep 
Score: -4060949.750000 Penalty: 2451.459229
	Iteration 0F: 2 clusters Score -4060950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4048572.750000 Penalty: 4902.918457
	Iteration 0F: 3 clusters Score -4048573 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4053420.750000 Penalty: 4902.918457
	Iteration 1F: 3 clusters Score -4053421 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4053862.250000 Penalty: 4902.918457
	Iteration 2F: 3 clusters Score -4053862 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4054249.500000 Penalty: 4902.918457
	Iteration 3Q: 3 clusters Score -4054250 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4054587.750000 Penalty: 4902.918457
	Iteration 4Q: 3 clusters Score -4054588 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4054798.000000 Penalty: 4902.918457
	Iteration 5Q: 3 clusters Score -4054798 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4054995.750000 Penalty: 4902.918457
	Iteration 6Q: 3 clusters Score -4054996 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4055124.500000 Penalty: 4902.918457
	Iteration 7Q: 3 clusters Score -4055124 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4055558.500000 Penalty: 4902.918457
	Iteration 8F: 3 clusters Score -4055558 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -4055887.250000 Penalty: 4902.918457
	Iteration 9Q: 3 clusters Score -4055887 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4056279.000000 Penalty: 4902.918457
	Iteration 10Q: 3 clusters Score -4056279 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4056775.250000 Penalty: 4902.918457
	Iteration 11Q: 3 clusters Score -4056775 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4057134.750000 Penalty: 4902.918457
	Iteration 12Q: 3 clusters Score -4057135 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4057496.000000 Penalty: 4902.918457
	Iteration 13Q: 3 clusters Score -4057496 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4057757.000000 Penalty: 4902.918457
	Iteration 14Q: 3 clusters Score -4057757 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4057936.500000 Penalty: 4902.918457
	Iteration 15Q: 3 clusters Score -4057936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4058122.750000 Penalty: 4902.918457
	Iteration 16Q: 3 clusters Score -4058123 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4058262.750000 Penalty: 4902.918457
	Iteration 17Q: 3 clusters Score -4058263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4058398.250000 Penalty: 4902.918457
	Iteration 18Q: 3 clusters Score -4058398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4058471.250000 Penalty: 4902.918457
	Iteration 19Q: 3 clusters Score -4058471 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4058527.500000 Penalty: 4902.918457
	Iteration 20F: 3 clusters Score -4058528 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4058566.250000 Penalty: 4902.918457
	Iteration 21Q: 3 clusters Score -4058566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4058595.750000 Penalty: 4902.918457
	Iteration 22Q: 3 clusters Score -4058596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4058622.250000 Penalty: 4902.918457
	Iteration 23Q: 3 clusters Score -4058622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4058640.750000 Penalty: 4902.918457
	Iteration 24Q: 3 clusters Score -4058641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4058656.750000 Penalty: 4902.918457
	Iteration 25Q: 3 clusters Score -4058657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4058683.500000 Penalty: 4902.918457
	Iteration 26Q: 3 clusters Score -4058684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4058699.000000 Penalty: 4902.918457
	Iteration 27Q: 3 clusters Score -4058699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4058709.000000 Penalty: 4902.918457
	Iteration 28Q: 3 clusters Score -4058709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4058711.500000 Penalty: 4902.918457
	Iteration 29Q: 3 clusters Score -4058712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4058721.750000 Penalty: 4902.918457
	Iteration 30Q: 3 clusters Score -4058722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4058721.250000 Penalty: 4902.918457
	Iteration 31Q: 3 clusters Score -4058721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4058725.250000 Penalty: 4902.918457
	Iteration 32Q: 3 clusters Score -4058725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4058729.500000 Penalty: 4902.918457
	Iteration 33Q: 3 clusters Score -4058730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4058731.250000 Penalty: 4902.918457
	Iteration 34Q: 3 clusters Score -4058731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4058736.250000 Penalty: 4902.918457
	Iteration 35Q: 3 clusters Score -4058736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4058738.000000 Penalty: 4902.918457
	Iteration 36Q: 3 clusters Score -4058738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4058748.250000 Penalty: 4902.918457
	Iteration 37Q: 3 clusters Score -4058748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4058753.250000 Penalty: 4902.918457
	Iteration 38Q: 3 clusters Score -4058753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4058760.500000 Penalty: 4902.918457
	Iteration 39Q: 3 clusters Score -4058760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4058765.250000 Penalty: 4902.918457
	Iteration 40F: 3 clusters Score -4058765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4058773.250000 Penalty: 4902.918457
	Iteration 41Q: 3 clusters Score -4058773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4058776.250000 Penalty: 4902.918457
	Iteration 42Q: 3 clusters Score -4058776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4058787.250000 Penalty: 4902.918457
	Iteration 43Q: 3 clusters Score -4058787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4058791.500000 Penalty: 4902.918457
	Iteration 44Q: 3 clusters Score -4058792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4058788.750000 Penalty: 4902.918457
	Iteration 45Q: 3 clusters Score -4058789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4058794.500000 Penalty: 4902.918457
	Iteration 46Q: 3 clusters Score -4058794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4058794.250000 Penalty: 4902.918457
	Iteration 47Q: 3 clusters Score -4058794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4058795.000000 Penalty: 4902.918457
	Iteration 48Q: 3 clusters Score -4058795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4058798.000000 Penalty: 4902.918457
	Iteration 49Q: 3 clusters Score -4058798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4058795.750000 Penalty: 4902.918457
	Iteration 50Q: 3 clusters Score -4058796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4058795.750000 Penalty: 4902.918457
	Iteration 51F: 3 clusters Score -4058796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Entering Unmasked Estep 
Score: -8270874.500000 Penalty: 2653.310059
	Iteration 0F: 2 clusters Score -8270874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8242050.000000 Penalty: 5306.620117
	Iteration 0F: 3 clusters Score -8242050 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8253383.000000 Penalty: 5306.620117
	Iteration 1F: 3 clusters Score -8253383 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -8253971.000000 Penalty: 5306.620117
	Iteration 2Q: 3 clusters Score -8253971 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -8254470.500000 Penalty: 5306.620117
	Iteration 3Q: 3 clusters Score -8254470 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8255043.000000 Penalty: 5306.620117
	Iteration 4Q: 3 clusters Score -8255043 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -8255801.000000 Penalty: 5306.620117
	Iteration 5Q: 3 clusters Score -8255801 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -8256809.500000 Penalty: 5306.620117
	Iteration 6Q: 3 clusters Score -8256810 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -8258361.500000 Penalty: 5306.620117
	Iteration 7F: 3 clusters Score -8258362 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -8260301.000000 Penalty: 5306.620117
	Iteration 8F: 3 clusters Score -8260301 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -8262661.000000 Penalty: 5306.620117
	Iteration 9F: 3 clusters Score -8262661 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8264708.000000 Penalty: 5306.620117
	Iteration 10F: 3 clusters Score -8264708 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8266198.000000 Penalty: 5306.620117
	Iteration 11Q: 3 clusters Score -8266198 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8267124.000000 Penalty: 5306.620117
	Iteration 12Q: 3 clusters Score -8267124 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8267671.500000 Penalty: 5306.620117
	Iteration 13Q: 3 clusters Score -8267672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8267992.500000 Penalty: 5306.620117
	Iteration 14Q: 3 clusters Score -8267992 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8268199.000000 Penalty: 5306.620117
	Iteration 15Q: 3 clusters Score -8268199 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8268355.500000 Penalty: 5306.620117
	Iteration 16Q: 3 clusters Score -8268356 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8268450.500000 Penalty: 5306.620117
	Iteration 17Q: 3 clusters Score -8268450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8268506.500000 Penalty: 5306.620117
	Iteration 18Q: 3 clusters Score -8268506 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8268583.500000 Penalty: 5306.620117
	Iteration 19Q: 3 clusters Score -8268584 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8268614.000000 Penalty: 5306.620117
	Iteration 20F: 3 clusters Score -8268614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8268629.000000 Penalty: 5306.620117
	Iteration 21Q: 3 clusters Score -8268629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8268650.000000 Penalty: 5306.620117
	Iteration 22Q: 3 clusters Score -8268650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8268673.500000 Penalty: 5306.620117
	Iteration 23Q: 3 clusters Score -8268674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8268685.000000 Penalty: 5306.620117
	Iteration 24Q: 3 clusters Score -8268685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8268705.000000 Penalty: 5306.620117
	Iteration 25Q: 3 clusters Score -8268705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8268708.500000 Penalty: 5306.620117
	Iteration 26Q: 3 clusters Score -8268708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8268723.000000 Penalty: 5306.620117
	Iteration 27Q: 3 clusters Score -8268723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8268730.000000 Penalty: 5306.620117
	Iteration 28Q: 3 clusters Score -8268730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8268733.500000 Penalty: 5306.620117
	Iteration 29Q: 3 clusters Score -8268734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8268740.000000 Penalty: 5306.620117
	Iteration 30Q: 3 clusters Score -8268740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8268739.500000 Penalty: 5306.620117
	Iteration 31Q: 3 clusters Score -8268740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8268738.000000 Penalty: 5306.620117
	Iteration 32Q: 3 clusters Score -8268738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8268745.000000 Penalty: 5306.620117
	Iteration 33Q: 3 clusters Score -8268745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8268738.000000 Penalty: 5306.620117
	Iteration 34Q: 3 clusters Score -8268738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8268740.500000 Penalty: 5306.620117
	Iteration 35Q: 3 clusters Score -8268740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8268750.500000 Penalty: 5306.620117
	Iteration 36Q: 3 clusters Score -8268750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8268756.000000 Penalty: 5306.620117
	Iteration 37Q: 3 clusters Score -8268756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8268759.500000 Penalty: 5306.620117
	Iteration 38Q: 3 clusters Score -8268760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8268763.000000 Penalty: 5306.620117
	Iteration 39Q: 3 clusters Score -8268763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8268758.000000 Penalty: 5306.620117
	Iteration 40F: 3 clusters Score -8268758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8268765.000000 Penalty: 5306.620117
	Iteration 41Q: 3 clusters Score -8268765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8268762.500000 Penalty: 5306.620117
	Iteration 42Q: 3 clusters Score -8268762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8268765.000000 Penalty: 5306.620117
	Iteration 43Q: 3 clusters Score -8268765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8268768.500000 Penalty: 5306.620117
	Iteration 44Q: 3 clusters Score -8268768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8268774.500000 Penalty: 5306.620117
	Iteration 45Q: 3 clusters Score -8268774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8268774.000000 Penalty: 5306.620117
	Iteration 46Q: 3 clusters Score -8268774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8268769.000000 Penalty: 5306.620117
	Iteration 47Q: 3 clusters Score -8268769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8268770.500000 Penalty: 5306.620117
	Iteration 48Q: 3 clusters Score -8268770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8268771.500000 Penalty: 5306.620117
	Iteration 49Q: 3 clusters Score -8268772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8268778.000000 Penalty: 5306.620117
	Iteration 50Q: 3 clusters Score -8268778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8268793.500000 Penalty: 5306.620117
	Iteration 51Q: 3 clusters Score -8268794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8268781.500000 Penalty: 5306.620117
	Iteration 52Q: 3 clusters Score -8268782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8268786.000000 Penalty: 5306.620117
	Iteration 53Q: 3 clusters Score -8268786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8268786.000000 Penalty: 5306.620117
	Iteration 54Q: 3 clusters Score -8268786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8268793.000000 Penalty: 5306.620117
	Iteration 55Q: 3 clusters Score -8268793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8268788.500000 Penalty: 5306.620117
	Iteration 56Q: 3 clusters Score -8268788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8268790.000000 Penalty: 5306.620117
	Iteration 57Q: 3 clusters Score -8268790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8268791.000000 Penalty: 5306.620117
	Iteration 58Q: 3 clusters Score -8268791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8268786.500000 Penalty: 5306.620117
	Iteration 59Q: 3 clusters Score -8268786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8268787.000000 Penalty: 5306.620117
	Iteration 60F: 3 clusters Score -8268787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8268792.500000 Penalty: 5306.620117
	Iteration 61Q: 3 clusters Score -8268792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8268792.500000 Penalty: 5306.620117
	Iteration 62F: 3 clusters Score -8268792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -181143.015625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181143 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181446.406250 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181446.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181534.890625 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181534.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181578.203125 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181597.609375 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181615.125000 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181615.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181642.156250 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181661.734375 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181661.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181672.203125 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181690.390625 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -181712.265625 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181712.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -181727.515625 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181727.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181738.406250 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181748.937500 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181748.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181766.484375 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181766.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181785.906250 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181801.062500 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -181801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -181811.953125 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -181812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181822.468750 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -181822.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181843.046875 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -181843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -181860.968750 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -181861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -181891.140625 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -181891.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181923.046875 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -181923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181934.921875 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -181934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181954.906250 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -181954.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181981.234375 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -181981.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -182014.046875 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -182014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182038.734375 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -182038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -182061.734375 Penalty: 3436.554688
	Iteration 28Q: 3 clusters Score -182061.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -182095.125000 Penalty: 3436.554688
	Iteration 29Q: 3 clusters Score -182095.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182117.531250 Penalty: 3436.554688
	Iteration 30Q: 3 clusters Score -182117.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182146.546875 Penalty: 3436.554688
	Iteration 31Q: 3 clusters Score -182146.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182187.109375 Penalty: 3436.554688
	Iteration 32Q: 3 clusters Score -182187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -182220.703125 Penalty: 3436.554688
	Iteration 33Q: 3 clusters Score -182220.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -182243.593750 Penalty: 3436.554688
	Iteration 34Q: 3 clusters Score -182243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -182272.859375 Penalty: 3436.554688
	Iteration 35Q: 3 clusters Score -182272.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -182290.781250 Penalty: 3436.554688
	Iteration 36Q: 3 clusters Score -182290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -182316.000000 Penalty: 3436.554688
	Iteration 37Q: 3 clusters Score -182316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182343.000000 Penalty: 3436.554688
	Iteration 38Q: 3 clusters Score -182343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -182357.453125 Penalty: 3436.554688
	Iteration 39Q: 3 clusters Score -182357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -182375.296875 Penalty: 3436.554688
	Iteration 40F: 3 clusters Score -182375.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -182390.421875 Penalty: 3436.554688
	Iteration 41Q: 3 clusters Score -182390.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182406.921875 Penalty: 3436.554688
	Iteration 42Q: 3 clusters Score -182406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182426.109375 Penalty: 3436.554688
	Iteration 43Q: 3 clusters Score -182426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182440.984375 Penalty: 3436.554688
	Iteration 44Q: 3 clusters Score -182441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -182466.234375 Penalty: 3436.554688
	Iteration 45Q: 3 clusters Score -182466.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -182503.187500 Penalty: 3436.554688
	Iteration 46Q: 3 clusters Score -182503.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -182545.093750 Penalty: 3436.554688
	Iteration 47Q: 3 clusters Score -182545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -182577.453125 Penalty: 3436.554688
	Iteration 48Q: 3 clusters Score -182577.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -182599.968750 Penalty: 3436.554688
	Iteration 49Q: 3 clusters Score -182600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -182631.734375 Penalty: 3436.554688
	Iteration 50Q: 3 clusters Score -182631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -182704.156250 Penalty: 3436.554688
	Iteration 51Q: 3 clusters Score -182704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182742.468750 Penalty: 3436.554688
	Iteration 52Q: 3 clusters Score -182742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -182765.703125 Penalty: 3436.554688
	Iteration 53Q: 3 clusters Score -182765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182771.375000 Penalty: 3436.554688
	Iteration 54Q: 3 clusters Score -182771.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182774.359375 Penalty: 3436.554688
	Iteration 55Q: 3 clusters Score -182774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182776.250000 Penalty: 3436.554688
	Iteration 56Q: 3 clusters Score -182776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182776.250000 Penalty: 3436.554688
	Iteration 57F: 3 clusters Score -182776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -1866032.375000 Penalty: 2280.994629
	Iteration 0F: 2 clusters Score -1866032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1858538.375000 Penalty: 4561.989258
	Iteration 0F: 3 clusters Score -1858538 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1860677.000000 Penalty: 4561.989258
	Iteration 1F: 3 clusters Score -1860677 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1860953.250000 Penalty: 4561.989258
	Iteration 2F: 3 clusters Score -1860953 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1861127.375000 Penalty: 4561.989258
	Iteration 3Q: 3 clusters Score -1861127 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1861255.625000 Penalty: 4561.989258
	Iteration 4Q: 3 clusters Score -1861256 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1861350.000000 Penalty: 4561.989258
	Iteration 5Q: 3 clusters Score -1861350 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1861425.125000 Penalty: 4561.989258
	Iteration 6Q: 3 clusters Score -1861425 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1861498.000000 Penalty: 4561.989258
	Iteration 7Q: 3 clusters Score -1861498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1861551.375000 Penalty: 4561.989258
	Iteration 8Q: 3 clusters Score -1861551 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1861593.750000 Penalty: 4561.989258
	Iteration 9Q: 3 clusters Score -1861594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1861628.500000 Penalty: 4561.989258
	Iteration 10Q: 3 clusters Score -1861628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1861659.500000 Penalty: 4561.989258
	Iteration 11Q: 3 clusters Score -1861660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1861697.375000 Penalty: 4561.989258
	Iteration 12Q: 3 clusters Score -1861697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1861738.500000 Penalty: 4561.989258
	Iteration 13Q: 3 clusters Score -1861738 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1861774.250000 Penalty: 4561.989258
	Iteration 14Q: 3 clusters Score -1861774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1861814.375000 Penalty: 4561.989258
	Iteration 15Q: 3 clusters Score -1861814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1861866.875000 Penalty: 4561.989258
	Iteration 16Q: 3 clusters Score -1861867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1861911.625000 Penalty: 4561.989258
	Iteration 17Q: 3 clusters Score -1861912 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1861981.500000 Penalty: 4561.989258
	Iteration 18Q: 3 clusters Score -1861982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1862067.125000 Penalty: 4561.989258
	Iteration 19Q: 3 clusters Score -1862067 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1862173.500000 Penalty: 4561.989258
	Iteration 20F: 3 clusters Score -1862174 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1862338.625000 Penalty: 4561.989258
	Iteration 21Q: 3 clusters Score -1862339 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1862540.625000 Penalty: 4561.989258
	Iteration 22Q: 3 clusters Score -1862541 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1862771.125000 Penalty: 4561.989258
	Iteration 23Q: 3 clusters Score -1862771 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1863012.750000 Penalty: 4561.989258
	Iteration 24Q: 3 clusters Score -1863013 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1863291.625000 Penalty: 4561.989258
	Iteration 25Q: 3 clusters Score -1863292 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1863524.125000 Penalty: 4561.989258
	Iteration 26Q: 3 clusters Score -1863524 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1863731.625000 Penalty: 4561.989258
	Iteration 27Q: 3 clusters Score -1863732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1863858.750000 Penalty: 4561.989258
	Iteration 28Q: 3 clusters Score -1863859 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1863955.125000 Penalty: 4561.989258
	Iteration 29Q: 3 clusters Score -1863955 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1864010.500000 Penalty: 4561.989258
	Iteration 30Q: 3 clusters Score -1864010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1864055.500000 Penalty: 4561.989258
	Iteration 31Q: 3 clusters Score -1864056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1864100.125000 Penalty: 4561.989258
	Iteration 32Q: 3 clusters Score -1864100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1864124.000000 Penalty: 4561.989258
	Iteration 33Q: 3 clusters Score -1864124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1864143.875000 Penalty: 4561.989258
	Iteration 34Q: 3 clusters Score -1864144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1864157.875000 Penalty: 4561.989258
	Iteration 35Q: 3 clusters Score -1864158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1864176.000000 Penalty: 4561.989258
	Iteration 36Q: 3 clusters Score -1864176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1864188.000000 Penalty: 4561.989258
	Iteration 37Q: 3 clusters Score -1864188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1864199.750000 Penalty: 4561.989258
	Iteration 38Q: 3 clusters Score -1864200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1864212.750000 Penalty: 4561.989258
	Iteration 39Q: 3 clusters Score -1864213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1864217.125000 Penalty: 4561.989258
	Iteration 40F: 3 clusters Score -1864217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1864223.875000 Penalty: 4561.989258
	Iteration 41Q: 3 clusters Score -1864224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1864225.000000 Penalty: 4561.989258
	Iteration 42Q: 3 clusters Score -1864225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1864226.875000 Penalty: 4561.989258
	Iteration 43Q: 3 clusters Score -1864227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1864227.500000 Penalty: 4561.989258
	Iteration 44Q: 3 clusters Score -1864228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1864227.500000 Penalty: 4561.989258
	Iteration 45F: 3 clusters Score -1864228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -226884.562500 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -226884.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224848.765625 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -224848.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -225234.031250 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -225234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -225377.265625 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -225377.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -225452.234375 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -225452.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -225510.468750 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -225510.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -225581.515625 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -225581.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -225641.578125 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -225641.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -225710.437500 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -225710.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -225765.640625 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -225765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -225807.750000 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -225807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -225857.187500 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -225857.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -225888.656250 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -225888.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -225921.328125 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -225921.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -225954.328125 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -225954.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -225992.031250 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -225992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -226025.125000 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -226025.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -226058.453125 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -226058.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -226090.453125 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -226090.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -226119.171875 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -226119.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -226155.203125 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -226155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -226187.000000 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -226187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -226217.156250 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -226217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -226232.515625 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -226232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -226239.812500 Penalty: 3498.149658
	Iteration 23Q: 3 clusters Score -226239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -226247.718750 Penalty: 3498.149658
	Iteration 24Q: 3 clusters Score -226247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -226256.468750 Penalty: 3498.149658
	Iteration 25Q: 3 clusters Score -226256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -226260.218750 Penalty: 3498.149658
	Iteration 26Q: 3 clusters Score -226260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -226264.609375 Penalty: 3498.149658
	Iteration 27Q: 3 clusters Score -226264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -226264.609375 Penalty: 3498.149658
	Iteration 28F: 3 clusters Score -226264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Entering Unmasked Estep 
Score: -5754473.500000 Penalty: 2564.791992
	Iteration 0F: 2 clusters Score -5754474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5733817.000000 Penalty: 5129.583984
	Iteration 0F: 3 clusters Score -5733817 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5741300.500000 Penalty: 5129.583984
	Iteration 1F: 3 clusters Score -5741300 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5741849.000000 Penalty: 5129.583984
	Iteration 2Q: 3 clusters Score -5741849 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5742446.500000 Penalty: 5129.583984
	Iteration 3Q: 3 clusters Score -5742446 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5743031.500000 Penalty: 5129.583984
	Iteration 4Q: 3 clusters Score -5743032 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5743884.000000 Penalty: 5129.583984
	Iteration 5F: 3 clusters Score -5743884 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5745003.000000 Penalty: 5129.583984
	Iteration 6F: 3 clusters Score -5745003 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -5746500.000000 Penalty: 5129.583984
	Iteration 7F: 3 clusters Score -5746500 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -5748058.500000 Penalty: 5129.583984
	Iteration 8F: 3 clusters Score -5748058 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5749545.000000 Penalty: 5129.583984
	Iteration 9F: 3 clusters Score -5749545 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5750587.000000 Penalty: 5129.583984
	Iteration 10Q: 3 clusters Score -5750587 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -5751347.000000 Penalty: 5129.583984
	Iteration 11Q: 3 clusters Score -5751347 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5751781.500000 Penalty: 5129.583984
	Iteration 12Q: 3 clusters Score -5751782 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -5752024.500000 Penalty: 5129.583984
	Iteration 13Q: 3 clusters Score -5752024 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -5752163.000000 Penalty: 5129.583984
	Iteration 14Q: 3 clusters Score -5752163 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5752262.500000 Penalty: 5129.583984
	Iteration 15Q: 3 clusters Score -5752262 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5752309.000000 Penalty: 5129.583984
	Iteration 16Q: 3 clusters Score -5752309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5752335.000000 Penalty: 5129.583984
	Iteration 17Q: 3 clusters Score -5752335 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5752377.000000 Penalty: 5129.583984
	Iteration 18Q: 3 clusters Score -5752377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -5752398.000000 Penalty: 5129.583984
	Iteration 19Q: 3 clusters Score -5752398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -5752406.000000 Penalty: 5129.583984
	Iteration 20F: 3 clusters Score -5752406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -5752421.000000 Penalty: 5129.583984
	Iteration 21Q: 3 clusters Score -5752421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -5752436.500000 Penalty: 5129.583984
	Iteration 22Q: 3 clusters Score -5752436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -5752460.000000 Penalty: 5129.583984
	Iteration 23Q: 3 clusters Score -5752460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5752470.500000 Penalty: 5129.583984
	Iteration 24Q: 3 clusters Score -5752470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5752475.000000 Penalty: 5129.583984
	Iteration 25Q: 3 clusters Score -5752475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5752475.000000 Penalty: 5129.583984
	Iteration 26Q: 3 clusters Score -5752475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -5752487.500000 Penalty: 5129.583984
	Iteration 27Q: 3 clusters Score -5752488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5752497.000000 Penalty: 5129.583984
	Iteration 28Q: 3 clusters Score -5752497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -5752504.500000 Penalty: 5129.583984
	Iteration 29Q: 3 clusters Score -5752504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5752505.000000 Penalty: 5129.583984
	Iteration 30Q: 3 clusters Score -5752505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5752501.000000 Penalty: 5129.583984
	Iteration 31Q: 3 clusters Score -5752501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5752501.500000 Penalty: 5129.583984
	Iteration 32Q: 3 clusters Score -5752502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5752501.000000 Penalty: 5129.583984
	Iteration 33Q: 3 clusters Score -5752501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -5752501.000000 Penalty: 5129.583984
	Iteration 34Q: 3 clusters Score -5752501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -5752505.000000 Penalty: 5129.583984
	Iteration 35Q: 3 clusters Score -5752505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5752508.000000 Penalty: 5129.583984
	Iteration 36Q: 3 clusters Score -5752508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5752509.000000 Penalty: 5129.583984
	Iteration 37Q: 3 clusters Score -5752509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5752507.000000 Penalty: 5129.583984
	Iteration 38Q: 3 clusters Score -5752507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5752517.000000 Penalty: 5129.583984
	Iteration 39Q: 3 clusters Score -5752517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -5752512.000000 Penalty: 5129.583984
	Iteration 40F: 3 clusters Score -5752512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5752516.500000 Penalty: 5129.583984
	Iteration 41Q: 3 clusters Score -5752516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -5752518.500000 Penalty: 5129.583984
	Iteration 42Q: 3 clusters Score -5752518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -5752521.000000 Penalty: 5129.583984
	Iteration 43Q: 3 clusters Score -5752521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -5752523.000000 Penalty: 5129.583984
	Iteration 44Q: 3 clusters Score -5752523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -5752520.500000 Penalty: 5129.583984
	Iteration 45Q: 3 clusters Score -5752520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5752526.500000 Penalty: 5129.583984
	Iteration 46Q: 3 clusters Score -5752526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5752526.500000 Penalty: 5129.583984
	Iteration 47F: 3 clusters Score -5752526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Entering Unmasked Estep 
Score: -5330796.000000 Penalty: 2526.051514
	Iteration 0F: 2 clusters Score -5330796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5313731.500000 Penalty: 5052.103027
	Iteration 0F: 3 clusters Score -5313732 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5320297.000000 Penalty: 5052.103027
	Iteration 1F: 3 clusters Score -5320297 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5320750.000000 Penalty: 5052.103027
	Iteration 2Q: 3 clusters Score -5320750 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5321092.500000 Penalty: 5052.103027
	Iteration 3Q: 3 clusters Score -5321092 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5321429.500000 Penalty: 5052.103027
	Iteration 4Q: 3 clusters Score -5321430 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5321717.000000 Penalty: 5052.103027
	Iteration 5Q: 3 clusters Score -5321717 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5322047.000000 Penalty: 5052.103027
	Iteration 6Q: 3 clusters Score -5322047 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5322403.500000 Penalty: 5052.103027
	Iteration 7Q: 3 clusters Score -5322404 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5322896.500000 Penalty: 5052.103027
	Iteration 8Q: 3 clusters Score -5322896 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -5323502.000000 Penalty: 5052.103027
	Iteration 9Q: 3 clusters Score -5323502 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5324207.000000 Penalty: 5052.103027
	Iteration 10Q: 3 clusters Score -5324207 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5324987.500000 Penalty: 5052.103027
	Iteration 11Q: 3 clusters Score -5324988 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -5325593.000000 Penalty: 5052.103027
	Iteration 12Q: 3 clusters Score -5325593 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5326004.000000 Penalty: 5052.103027
	Iteration 13Q: 3 clusters Score -5326004 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -5326118.500000 Penalty: 5052.103027
	Iteration 14Q: 3 clusters Score -5326118 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5326239.000000 Penalty: 5052.103027
	Iteration 15Q: 3 clusters Score -5326239 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5326315.500000 Penalty: 5052.103027
	Iteration 16Q: 3 clusters Score -5326316 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -5326348.000000 Penalty: 5052.103027
	Iteration 17Q: 3 clusters Score -5326348 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -5326420.000000 Penalty: 5052.103027
	Iteration 18Q: 3 clusters Score -5326420 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5326454.500000 Penalty: 5052.103027
	Iteration 19Q: 3 clusters Score -5326454 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5326484.500000 Penalty: 5052.103027
	Iteration 20F: 3 clusters Score -5326484 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5326486.000000 Penalty: 5052.103027
	Iteration 21Q: 3 clusters Score -5326486 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5326481.500000 Penalty: 5052.103027
	Iteration 22Q: 3 clusters Score -5326482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5326493.500000 Penalty: 5052.103027
	Iteration 23Q: 3 clusters Score -5326494 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5326504.000000 Penalty: 5052.103027
	Iteration 24Q: 3 clusters Score -5326504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5326500.500000 Penalty: 5052.103027
	Iteration 25Q: 3 clusters Score -5326500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5326500.000000 Penalty: 5052.103027
	Iteration 26Q: 3 clusters Score -5326500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -5326489.500000 Penalty: 5052.103027
	Iteration 27Q: 3 clusters Score -5326490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5326495.500000 Penalty: 5052.103027
	Iteration 28Q: 3 clusters Score -5326496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5326495.500000 Penalty: 5052.103027
	Iteration 29Q: 3 clusters Score -5326496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5326483.000000 Penalty: 5052.103027
	Iteration 30Q: 3 clusters Score -5326483 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -5326489.000000 Penalty: 5052.103027
	Iteration 31Q: 3 clusters Score -5326489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5326492.000000 Penalty: 5052.103027
	Iteration 32Q: 3 clusters Score -5326492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -5326469.000000 Penalty: 5052.103027
	Iteration 33Q: 3 clusters Score -5326469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5326470.000000 Penalty: 5052.103027
	Iteration 34Q: 3 clusters Score -5326470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5326470.500000 Penalty: 5052.103027
	Iteration 35Q: 3 clusters Score -5326470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5326476.000000 Penalty: 5052.103027
	Iteration 36Q: 3 clusters Score -5326476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -5326469.000000 Penalty: 5052.103027
	Iteration 37Q: 3 clusters Score -5326469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5326472.000000 Penalty: 5052.103027
	Iteration 38Q: 3 clusters Score -5326472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -5326467.500000 Penalty: 5052.103027
	Iteration 39Q: 3 clusters Score -5326468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5326460.000000 Penalty: 5052.103027
	Iteration 40F: 3 clusters Score -5326460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -5326454.000000 Penalty: 5052.103027
	Iteration 41Q: 3 clusters Score -5326454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -5326467.000000 Penalty: 5052.103027
	Iteration 42Q: 3 clusters Score -5326467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5326469.000000 Penalty: 5052.103027
	Iteration 43Q: 3 clusters Score -5326469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -5326467.000000 Penalty: 5052.103027
	Iteration 44Q: 3 clusters Score -5326467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5326469.000000 Penalty: 5052.103027
	Iteration 45Q: 3 clusters Score -5326469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5326449.500000 Penalty: 5052.103027
	Iteration 46Q: 3 clusters Score -5326450 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5326470 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5326467 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5326471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5326480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5326478 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5326477 nChanged 32
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5326473 nChanged 31
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Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5326468 nChanged 34
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Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5326474 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5326461 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5326463 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5326456 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5326456 nChanged 66
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5326446 nChanged 73
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Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5326433 nChanged 76
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Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5326426 nChanged 79
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Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5326400 nChanged 79
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Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5326400 nChanged 95
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Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5326393 nChanged 100
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5326340 nChanged 139
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Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5326349 nChanged 148
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Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5326352 nChanged 151
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Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 17312 members 
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Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5326296 nChanged 164
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Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5326290 nChanged 178
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Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 16806 members 
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Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10115 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 16008 members 
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15547 members 
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Mstep: Class 1 contains 11207 members 
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Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12742 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14030 members 
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Mstep: Class 2 contains 11663 members 
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Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 10727 members 
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Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 9657 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 8532 members 
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Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 7511 members 
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Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 6667 members 
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	Iteration 93Q: 3 clusters Score -5326312 nChanged 695
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Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5996 members 
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Mstep: Class 1 contains 21028 members 
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	Iteration 95Q: 3 clusters Score -5326502 nChanged 399
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	Iteration 100F: 3 clusters Score -5327114 nChanged 761
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Mstep: Class 1 contains 23087 members 
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	Iteration 101Q: 3 clusters Score -5327822 nChanged 520
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Mstep: Class 1 contains 23589 members 
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Mstep: Class 1 contains 23958 members 
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Mstep: Class 1 contains 24288 members 
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	Iteration 105Q: 3 clusters Score -5328660 nChanged 229
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	Iteration 108Q: 3 clusters Score -5328820 nChanged 105
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	Iteration 109Q: 3 clusters Score -5328839 nChanged 81
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	Iteration 110Q: 3 clusters Score -5328856 nChanged 74
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	Iteration 112Q: 3 clusters Score -5328880 nChanged 62
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	Iteration 114Q: 3 clusters Score -5328916 nChanged 49
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	Iteration 115Q: 3 clusters Score -5328922 nChanged 37
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	Iteration 116Q: 3 clusters Score -5328933 nChanged 34
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	Iteration 117Q: 3 clusters Score -5328940 nChanged 26
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	Iteration 118Q: 3 clusters Score -5328950 nChanged 16
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	Iteration 119Q: 3 clusters Score -5328944 nChanged 23
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	Iteration 120F: 3 clusters Score -5328961 nChanged 30
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	Iteration 121Q: 3 clusters Score -5328960 nChanged 23
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5328972 nChanged 15
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	Iteration 123Q: 3 clusters Score -5328968 nChanged 10
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	Iteration 124Q: 3 clusters Score -5328971 nChanged 7
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	Iteration 125Q: 3 clusters Score -5328974 nChanged 7
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	Iteration 126Q: 3 clusters Score -5328977 nChanged 3
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	Iteration 127Q: 3 clusters Score -5328978 nChanged 1
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	Iteration 128Q: 3 clusters Score -5328976 nChanged 2
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	Iteration 129Q: 3 clusters Score -5328971 nChanged 2
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	Iteration 130Q: 3 clusters Score -5328974 nChanged 6
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	Iteration 131Q: 3 clusters Score -5328974 nChanged 4
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	Iteration 132Q: 3 clusters Score -5328976 nChanged 3
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	Iteration 133Q: 3 clusters Score -5328978 nChanged 4
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	Iteration 134Q: 3 clusters Score -5328983 nChanged 6
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	Iteration 135Q: 3 clusters Score -5328979 nChanged 5
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	Iteration 136Q: 3 clusters Score -5328978 nChanged 5
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	Iteration 137Q: 3 clusters Score -5328978 nChanged 3
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	Iteration 138Q: 3 clusters Score -5328980 nChanged 4
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	Iteration 139Q: 3 clusters Score -5328982 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5328982.000000 Penalty: 5052.103027
	Iteration 140F: 3 clusters Score -5328982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Entering Unmasked Estep 
Score: -4836234.000000 Penalty: 2499.777832
	Iteration 0F: 2 clusters Score -4836234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4820916.000000 Penalty: 4999.555664
	Iteration 0F: 3 clusters Score -4820916 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4826552.000000 Penalty: 4999.555664
	Iteration 1F: 3 clusters Score -4826552 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4826951.500000 Penalty: 4999.555664
	Iteration 2Q: 3 clusters Score -4826952 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4827333.000000 Penalty: 4999.555664
	Iteration 3Q: 3 clusters Score -4827333 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4827730.500000 Penalty: 4999.555664
	Iteration 4Q: 3 clusters Score -4827730 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -4828311.500000 Penalty: 4999.555664
	Iteration 5Q: 3 clusters Score -4828312 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4828966.000000 Penalty: 4999.555664
	Iteration 6Q: 3 clusters Score -4828966 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4829804.500000 Penalty: 4999.555664
	Iteration 7Q: 3 clusters Score -4829804 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -4830726.500000 Penalty: 4999.555664
	Iteration 8Q: 3 clusters Score -4830726 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4831619.000000 Penalty: 4999.555664
	Iteration 9F: 3 clusters Score -4831619 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4832369.000000 Penalty: 4999.555664
	Iteration 10Q: 3 clusters Score -4832369 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -4832929.000000 Penalty: 4999.555664
	Iteration 11Q: 3 clusters Score -4832929 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4833310.000000 Penalty: 4999.555664
	Iteration 12Q: 3 clusters Score -4833310 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4833617.000000 Penalty: 4999.555664
	Iteration 13Q: 3 clusters Score -4833617 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4833858.500000 Penalty: 4999.555664
	Iteration 14Q: 3 clusters Score -4833858 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4834089.000000 Penalty: 4999.555664
	Iteration 15Q: 3 clusters Score -4834089 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4834259.500000 Penalty: 4999.555664
	Iteration 16Q: 3 clusters Score -4834260 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -4834350.000000 Penalty: 4999.555664
	Iteration 17Q: 3 clusters Score -4834350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4834452.000000 Penalty: 4999.555664
	Iteration 18Q: 3 clusters Score -4834452 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4834542.000000 Penalty: 4999.555664
	Iteration 19Q: 3 clusters Score -4834542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -4834629.500000 Penalty: 4999.555664
	Iteration 20F: 3 clusters Score -4834630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -4834701.500000 Penalty: 4999.555664
	Iteration 21Q: 3 clusters Score -4834702 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4834770.500000 Penalty: 4999.555664
	Iteration 22Q: 3 clusters Score -4834770 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4834857.000000 Penalty: 4999.555664
	Iteration 23Q: 3 clusters Score -4834857 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -4834921.000000 Penalty: 4999.555664
	Iteration 24Q: 3 clusters Score -4834921 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4834985.000000 Penalty: 4999.555664
	Iteration 25Q: 3 clusters Score -4834985 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4835034.000000 Penalty: 4999.555664
	Iteration 26Q: 3 clusters Score -4835034 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4835102.500000 Penalty: 4999.555664
	Iteration 27Q: 3 clusters Score -4835102 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4835169.500000 Penalty: 4999.555664
	Iteration 28Q: 3 clusters Score -4835170 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4835210.000000 Penalty: 4999.555664
	Iteration 29Q: 3 clusters Score -4835210 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -4835259.000000 Penalty: 4999.555664
	Iteration 30Q: 3 clusters Score -4835259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4835285.500000 Penalty: 4999.555664
	Iteration 31Q: 3 clusters Score -4835286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4835281.500000 Penalty: 4999.555664
	Iteration 32Q: 3 clusters Score -4835282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -4835317.500000 Penalty: 4999.555664
	Iteration 33Q: 3 clusters Score -4835318 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4835348.500000 Penalty: 4999.555664
	Iteration 34Q: 3 clusters Score -4835348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4835357.000000 Penalty: 4999.555664
	Iteration 35Q: 3 clusters Score -4835357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4835379.500000 Penalty: 4999.555664
	Iteration 36Q: 3 clusters Score -4835380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4835367.000000 Penalty: 4999.555664
	Iteration 37Q: 3 clusters Score -4835367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4835381.000000 Penalty: 4999.555664
	Iteration 38Q: 3 clusters Score -4835381 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4835384.500000 Penalty: 4999.555664
	Iteration 39Q: 3 clusters Score -4835384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4835399.500000 Penalty: 4999.555664
	Iteration 40F: 3 clusters Score -4835400 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -4835393.500000 Penalty: 4999.555664
	Iteration 41Q: 3 clusters Score -4835394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -4835418.500000 Penalty: 4999.555664
	Iteration 42Q: 3 clusters Score -4835418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4835405.000000 Penalty: 4999.555664
	Iteration 43Q: 3 clusters Score -4835405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -4835399.000000 Penalty: 4999.555664
	Iteration 44Q: 3 clusters Score -4835399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4835403.500000 Penalty: 4999.555664
	Iteration 45Q: 3 clusters Score -4835404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4835409.000000 Penalty: 4999.555664
	Iteration 46Q: 3 clusters Score -4835409 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4835383.500000 Penalty: 4999.555664
	Iteration 47Q: 3 clusters Score -4835384 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4835376.500000 Penalty: 4999.555664
	Iteration 48Q: 3 clusters Score -4835376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4835364.500000 Penalty: 4999.555664
	Iteration 49Q: 3 clusters Score -4835364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4835372.500000 Penalty: 4999.555664
	Iteration 50Q: 3 clusters Score -4835372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4835365.000000 Penalty: 4999.555664
	Iteration 51Q: 3 clusters Score -4835365 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -4835387.500000 Penalty: 4999.555664
	Iteration 52Q: 3 clusters Score -4835388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -4835375.000000 Penalty: 4999.555664
	Iteration 53Q: 3 clusters Score -4835375 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -4835358.500000 Penalty: 4999.555664
	Iteration 54Q: 3 clusters Score -4835358 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4835371.000000 Penalty: 4999.555664
	Iteration 55Q: 3 clusters Score -4835371 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4835351.500000 Penalty: 4999.555664
	Iteration 56Q: 3 clusters Score -4835352 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4835347.000000 Penalty: 4999.555664
	Iteration 57Q: 3 clusters Score -4835347 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -4835351.500000 Penalty: 4999.555664
	Iteration 58Q: 3 clusters Score -4835352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4835349.500000 Penalty: 4999.555664
	Iteration 59Q: 3 clusters Score -4835350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -4835333.500000 Penalty: 4999.555664
	Iteration 60F: 3 clusters Score -4835334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4835327.500000 Penalty: 4999.555664
	Iteration 61Q: 3 clusters Score -4835328 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4835307.000000 Penalty: 4999.555664
	Iteration 62Q: 3 clusters Score -4835307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4835294.000000 Penalty: 4999.555664
	Iteration 63Q: 3 clusters Score -4835294 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -4835276.500000 Penalty: 4999.555664
	Iteration 64Q: 3 clusters Score -4835276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4835248.500000 Penalty: 4999.555664
	Iteration 65Q: 3 clusters Score -4835248 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4835253.000000 Penalty: 4999.555664
	Iteration 66Q: 3 clusters Score -4835253 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4835227.000000 Penalty: 4999.555664
	Iteration 67Q: 3 clusters Score -4835227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4835230.000000 Penalty: 4999.555664
	Iteration 68Q: 3 clusters Score -4835230 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4835188.000000 Penalty: 4999.555664
	Iteration 69Q: 3 clusters Score -4835188 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4835168.500000 Penalty: 4999.555664
	Iteration 70Q: 3 clusters Score -4835168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -4835151.500000 Penalty: 4999.555664
	Iteration 71Q: 3 clusters Score -4835152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4835136.500000 Penalty: 4999.555664
	Iteration 72Q: 3 clusters Score -4835136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4835122.500000 Penalty: 4999.555664
	Iteration 73Q: 3 clusters Score -4835122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4835107.500000 Penalty: 4999.555664
	Iteration 74Q: 3 clusters Score -4835108 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4835098.000000 Penalty: 4999.555664
	Iteration 75Q: 3 clusters Score -4835098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4835094.000000 Penalty: 4999.555664
	Iteration 76Q: 3 clusters Score -4835094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4835078.000000 Penalty: 4999.555664
	Iteration 77Q: 3 clusters Score -4835078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4835074.500000 Penalty: 4999.555664
	Iteration 78Q: 3 clusters Score -4835074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4835064.500000 Penalty: 4999.555664
	Iteration 79Q: 3 clusters Score -4835064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4835061.500000 Penalty: 4999.555664
	Iteration 80F: 3 clusters Score -4835062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4835047.000000 Penalty: 4999.555664
	Iteration 81Q: 3 clusters Score -4835047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -4835028.500000 Penalty: 4999.555664
	Iteration 82Q: 3 clusters Score -4835028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4835020.500000 Penalty: 4999.555664
	Iteration 83Q: 3 clusters Score -4835020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4835020.000000 Penalty: 4999.555664
	Iteration 84Q: 3 clusters Score -4835020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4835008.000000 Penalty: 4999.555664
	Iteration 85Q: 3 clusters Score -4835008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4835011.000000 Penalty: 4999.555664
	Iteration 86Q: 3 clusters Score -4835011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4835001.500000 Penalty: 4999.555664
	Iteration 87Q: 3 clusters Score -4835002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4834994.500000 Penalty: 4999.555664
	Iteration 88Q: 3 clusters Score -4834994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -4834993.000000 Penalty: 4999.555664
	Iteration 89Q: 3 clusters Score -4834993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4835000.500000 Penalty: 4999.555664
	Iteration 90Q: 3 clusters Score -4835000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4834996.500000 Penalty: 4999.555664
	Iteration 91Q: 3 clusters Score -4834996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4834998.500000 Penalty: 4999.555664
	Iteration 92Q: 3 clusters Score -4834998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4834994.500000 Penalty: 4999.555664
	Iteration 93Q: 3 clusters Score -4834994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4834990.500000 Penalty: 4999.555664
	Iteration 94Q: 3 clusters Score -4834990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4834984.000000 Penalty: 4999.555664
	Iteration 95Q: 3 clusters Score -4834984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -4834984.000000 Penalty: 4999.555664
	Iteration 96Q: 3 clusters Score -4834984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4834989.000000 Penalty: 4999.555664
	Iteration 97Q: 3 clusters Score -4834989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4834991.000000 Penalty: 4999.555664
	Iteration 98Q: 3 clusters Score -4834991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4834988.000000 Penalty: 4999.555664
	Iteration 99Q: 3 clusters Score -4834988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4834980.000000 Penalty: 4999.555664
	Iteration 100F: 3 clusters Score -4834980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4834982.000000 Penalty: 4999.555664
	Iteration 101Q: 3 clusters Score -4834982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4834977.000000 Penalty: 4999.555664
	Iteration 102Q: 3 clusters Score -4834977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4834975.000000 Penalty: 4999.555664
	Iteration 103Q: 3 clusters Score -4834975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4834978.000000 Penalty: 4999.555664
	Iteration 104Q: 3 clusters Score -4834978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -4834981.000000 Penalty: 4999.555664
	Iteration 105Q: 3 clusters Score -4834981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4834994.000000 Penalty: 4999.555664
	Iteration 106Q: 3 clusters Score -4834994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4834984.000000 Penalty: 4999.555664
	Iteration 107Q: 3 clusters Score -4834984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4834981.500000 Penalty: 4999.555664
	Iteration 108Q: 3 clusters Score -4834982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4834988.500000 Penalty: 4999.555664
	Iteration 109Q: 3 clusters Score -4834988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4834971.500000 Penalty: 4999.555664
	Iteration 110Q: 3 clusters Score -4834972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4834962.500000 Penalty: 4999.555664
	Iteration 111Q: 3 clusters Score -4834962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4834955.000000 Penalty: 4999.555664
	Iteration 112Q: 3 clusters Score -4834955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4834953.500000 Penalty: 4999.555664
	Iteration 113Q: 3 clusters Score -4834954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4834954.500000 Penalty: 4999.555664
	Iteration 114Q: 3 clusters Score -4834954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4834955.000000 Penalty: 4999.555664
	Iteration 115Q: 3 clusters Score -4834955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -4834955.000000 Penalty: 4999.555664
	Iteration 116Q: 3 clusters Score -4834955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4834956.000000 Penalty: 4999.555664
	Iteration 117Q: 3 clusters Score -4834956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4834949.500000 Penalty: 4999.555664
	Iteration 118Q: 3 clusters Score -4834950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -4834950.000000 Penalty: 4999.555664
	Iteration 119Q: 3 clusters Score -4834950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4834945.500000 Penalty: 4999.555664
	Iteration 120F: 3 clusters Score -4834946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4834946.500000 Penalty: 4999.555664
	Iteration 121Q: 3 clusters Score -4834946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4834951.500000 Penalty: 4999.555664
	Iteration 122Q: 3 clusters Score -4834952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4834951.500000 Penalty: 4999.555664
	Iteration 123Q: 3 clusters Score -4834952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4834953.500000 Penalty: 4999.555664
	Iteration 124Q: 3 clusters Score -4834954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4834949.500000 Penalty: 4999.555664
	Iteration 125Q: 3 clusters Score -4834950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4834952.000000 Penalty: 4999.555664
	Iteration 126Q: 3 clusters Score -4834952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4834950.000000 Penalty: 4999.555664
	Iteration 127Q: 3 clusters Score -4834950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4834954.000000 Penalty: 4999.555664
	Iteration 128Q: 3 clusters Score -4834954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4834950.000000 Penalty: 4999.555664
	Iteration 129Q: 3 clusters Score -4834950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4834955.500000 Penalty: 4999.555664
	Iteration 130Q: 3 clusters Score -4834956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4834946.000000 Penalty: 4999.555664
	Iteration 131Q: 3 clusters Score -4834946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4834948.000000 Penalty: 4999.555664
	Iteration 132Q: 3 clusters Score -4834948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -4834947.500000 Penalty: 4999.555664
	Iteration 133Q: 3 clusters Score -4834948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4834944.000000 Penalty: 4999.555664
	Iteration 134Q: 3 clusters Score -4834944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4834942.000000 Penalty: 4999.555664
	Iteration 135Q: 3 clusters Score -4834942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4834947.000000 Penalty: 4999.555664
	Iteration 136Q: 3 clusters Score -4834947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4834945.500000 Penalty: 4999.555664
	Iteration 137Q: 3 clusters Score -4834946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4834941.500000 Penalty: 4999.555664
	Iteration 138Q: 3 clusters Score -4834942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4834942.500000 Penalty: 4999.555664
	Iteration 139Q: 3 clusters Score -4834942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4834942.500000 Penalty: 4999.555664
	Iteration 140F: 3 clusters Score -4834942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Entering Unmasked Estep 
Score: -8241484.000000 Penalty: 2652.311523
	Iteration 0F: 2 clusters Score -8241484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8212290.500000 Penalty: 5304.623047
	Iteration 0F: 3 clusters Score -8212290 nChanged 20235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8223213.500000 Penalty: 5304.623047
	Iteration 1F: 3 clusters Score -8223214 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8223717.000000 Penalty: 5304.623047
	Iteration 2Q: 3 clusters Score -8223717 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8224120.500000 Penalty: 5304.623047
	Iteration 3Q: 3 clusters Score -8224120 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8224491.500000 Penalty: 5304.623047
	Iteration 4Q: 3 clusters Score -8224492 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8224878.000000 Penalty: 5304.623047
	Iteration 5Q: 3 clusters Score -8224878 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -8225296.000000 Penalty: 5304.623047
	Iteration 6Q: 3 clusters Score -8225296 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -8225724.000000 Penalty: 5304.623047
	Iteration 7Q: 3 clusters Score -8225724 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -8226218.500000 Penalty: 5304.623047
	Iteration 8Q: 3 clusters Score -8226218 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8226807.500000 Penalty: 5304.623047
	Iteration 9Q: 3 clusters Score -8226808 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8227549.000000 Penalty: 5304.623047
	Iteration 10Q: 3 clusters Score -8227549 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8228568.000000 Penalty: 5304.623047
	Iteration 11Q: 3 clusters Score -8228568 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -8229955.500000 Penalty: 5304.623047
	Iteration 12F: 3 clusters Score -8229956 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8231725.000000 Penalty: 5304.623047
	Iteration 13F: 3 clusters Score -8231725 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8233615.500000 Penalty: 5304.623047
	Iteration 14F: 3 clusters Score -8233616 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -8234806.000000 Penalty: 5304.623047
	Iteration 15Q: 3 clusters Score -8234806 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8235442.000000 Penalty: 5304.623047
	Iteration 16Q: 3 clusters Score -8235442 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8235814.500000 Penalty: 5304.623047
	Iteration 17Q: 3 clusters Score -8235814 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8236020.500000 Penalty: 5304.623047
	Iteration 18Q: 3 clusters Score -8236020 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8236168.500000 Penalty: 5304.623047
	Iteration 19Q: 3 clusters Score -8236168 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8236278.500000 Penalty: 5304.623047
	Iteration 20F: 3 clusters Score -8236278 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -8236492.000000 Penalty: 5304.623047
	Iteration 21Q: 3 clusters Score -8236492 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -8236680.500000 Penalty: 5304.623047
	Iteration 22Q: 3 clusters Score -8236680 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -8236849.000000 Penalty: 5304.623047
	Iteration 23Q: 3 clusters Score -8236849 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -8237015.000000 Penalty: 5304.623047
	Iteration 24Q: 3 clusters Score -8237015 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -8237179.000000 Penalty: 5304.623047
	Iteration 25Q: 3 clusters Score -8237179 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -8237376.500000 Penalty: 5304.623047
	Iteration 26Q: 3 clusters Score -8237376 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8237567.000000 Penalty: 5304.623047
	Iteration 27Q: 3 clusters Score -8237567 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -8237784.500000 Penalty: 5304.623047
	Iteration 28Q: 3 clusters Score -8237784 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8237938.500000 Penalty: 5304.623047
	Iteration 29Q: 3 clusters Score -8237938 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8238148.000000 Penalty: 5304.623047
	Iteration 30Q: 3 clusters Score -8238148 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8238316.000000 Penalty: 5304.623047
	Iteration 31Q: 3 clusters Score -8238316 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -8238469.000000 Penalty: 5304.623047
	Iteration 32Q: 3 clusters Score -8238469 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -8238573.500000 Penalty: 5304.623047
	Iteration 33Q: 3 clusters Score -8238574 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8238707.500000 Penalty: 5304.623047
	Iteration 34Q: 3 clusters Score -8238708 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8238820.000000 Penalty: 5304.623047
	Iteration 35Q: 3 clusters Score -8238820 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8238923.500000 Penalty: 5304.623047
	Iteration 36Q: 3 clusters Score -8238924 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -8238985.000000 Penalty: 5304.623047
	Iteration 37Q: 3 clusters Score -8238985 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -8239030.500000 Penalty: 5304.623047
	Iteration 38Q: 3 clusters Score -8239030 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8239085.500000 Penalty: 5304.623047
	Iteration 39Q: 3 clusters Score -8239086 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8239141.000000 Penalty: 5304.623047
	Iteration 40F: 3 clusters Score -8239141 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8239210.000000 Penalty: 5304.623047
	Iteration 41Q: 3 clusters Score -8239210 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8239248.500000 Penalty: 5304.623047
	Iteration 42Q: 3 clusters Score -8239248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8239244.500000 Penalty: 5304.623047
	Iteration 43Q: 3 clusters Score -8239244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8239265.500000 Penalty: 5304.623047
	Iteration 44Q: 3 clusters Score -8239266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -8239294.000000 Penalty: 5304.623047
	Iteration 45Q: 3 clusters Score -8239294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8239311.000000 Penalty: 5304.623047
	Iteration 46Q: 3 clusters Score -8239311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8239325.000000 Penalty: 5304.623047
	Iteration 47Q: 3 clusters Score -8239325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8239334.000000 Penalty: 5304.623047
	Iteration 48Q: 3 clusters Score -8239334 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -8239349.000000 Penalty: 5304.623047
	Iteration 49Q: 3 clusters Score -8239349 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -8239373.500000 Penalty: 5304.623047
	Iteration 50Q: 3 clusters Score -8239374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8239384.500000 Penalty: 5304.623047
	Iteration 51Q: 3 clusters Score -8239384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8239409.000000 Penalty: 5304.623047
	Iteration 52Q: 3 clusters Score -8239409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8239419.000000 Penalty: 5304.623047
	Iteration 53Q: 3 clusters Score -8239419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8239416.000000 Penalty: 5304.623047
	Iteration 54Q: 3 clusters Score -8239416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8239416.000000 Penalty: 5304.623047
	Iteration 55Q: 3 clusters Score -8239416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8239424.500000 Penalty: 5304.623047
	Iteration 56Q: 3 clusters Score -8239424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8239427.000000 Penalty: 5304.623047
	Iteration 57Q: 3 clusters Score -8239427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -8239430.000000 Penalty: 5304.623047
	Iteration 58Q: 3 clusters Score -8239430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8239435.500000 Penalty: 5304.623047
	Iteration 59Q: 3 clusters Score -8239436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8239443.000000 Penalty: 5304.623047
	Iteration 60F: 3 clusters Score -8239443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8239436.000000 Penalty: 5304.623047
	Iteration 61Q: 3 clusters Score -8239436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8239439.000000 Penalty: 5304.623047
	Iteration 62Q: 3 clusters Score -8239439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8239443.000000 Penalty: 5304.623047
	Iteration 63Q: 3 clusters Score -8239443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8239448.500000 Penalty: 5304.623047
	Iteration 64Q: 3 clusters Score -8239448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8239453.000000 Penalty: 5304.623047
	Iteration 65Q: 3 clusters Score -8239453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8239453.000000 Penalty: 5304.623047
	Iteration 66Q: 3 clusters Score -8239453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8239451.000000 Penalty: 5304.623047
	Iteration 67Q: 3 clusters Score -8239451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -8239447.500000 Penalty: 5304.623047
	Iteration 68Q: 3 clusters Score -8239448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8239449.000000 Penalty: 5304.623047
	Iteration 69Q: 3 clusters Score -8239449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -8239449.500000 Penalty: 5304.623047
	Iteration 70Q: 3 clusters Score -8239450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8239450.500000 Penalty: 5304.623047
	Iteration 71Q: 3 clusters Score -8239450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8239451.500000 Penalty: 5304.623047
	Iteration 72Q: 3 clusters Score -8239452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8239451.500000 Penalty: 5304.623047
	Iteration 73F: 3 clusters Score -8239452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -125000.109375 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -125000.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -123299.937500 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -123299.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -123715.000000 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -123715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -123823.132812 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -123823.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123891.453125 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -123891.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123956.687500 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -123956.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -123995.117188 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -123995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124017.164062 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -124017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124030.289062 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -124030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124035.960938 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -124036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124039.750000 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -124039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124042.531250 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -124042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124047.367188 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -124047.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124050.046875 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -124050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124053.601562 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -124053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124058.726562 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -124058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124060.414062 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -124060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124060.414062 Penalty: 3290.125977
	Iteration 16F: 3 clusters Score -124060.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Entering Unmasked Estep 
Score: -4977647.500000 Penalty: 2528.146729
	Iteration 0F: 2 clusters Score -4977648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4959406.500000 Penalty: 5056.293457
	Iteration 0F: 3 clusters Score -4959406 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -4965615.000000 Penalty: 5056.293457
	Iteration 1F: 3 clusters Score -4965615 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4966037.500000 Penalty: 5056.293457
	Iteration 2Q: 3 clusters Score -4966038 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4966437.000000 Penalty: 5056.293457
	Iteration 3Q: 3 clusters Score -4966437 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -4966793.500000 Penalty: 5056.293457
	Iteration 4Q: 3 clusters Score -4966794 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4967180.500000 Penalty: 5056.293457
	Iteration 5Q: 3 clusters Score -4967180 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -4967591.500000 Penalty: 5056.293457
	Iteration 6Q: 3 clusters Score -4967592 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4968133.000000 Penalty: 5056.293457
	Iteration 7Q: 3 clusters Score -4968133 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4968815.500000 Penalty: 5056.293457
	Iteration 8Q: 3 clusters Score -4968816 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4969654.000000 Penalty: 5056.293457
	Iteration 9F: 3 clusters Score -4969654 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4970761.000000 Penalty: 5056.293457
	Iteration 10F: 3 clusters Score -4970761 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4971967.500000 Penalty: 5056.293457
	Iteration 11F: 3 clusters Score -4971968 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -4973030.500000 Penalty: 5056.293457
	Iteration 12Q: 3 clusters Score -4973030 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4973879.500000 Penalty: 5056.293457
	Iteration 13Q: 3 clusters Score -4973880 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4974368.000000 Penalty: 5056.293457
	Iteration 14Q: 3 clusters Score -4974368 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4974691.000000 Penalty: 5056.293457
	Iteration 15Q: 3 clusters Score -4974691 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4974884.500000 Penalty: 5056.293457
	Iteration 16Q: 3 clusters Score -4974884 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4975024.500000 Penalty: 5056.293457
	Iteration 17Q: 3 clusters Score -4975024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4975150.000000 Penalty: 5056.293457
	Iteration 18Q: 3 clusters Score -4975150 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4975238.500000 Penalty: 5056.293457
	Iteration 19Q: 3 clusters Score -4975238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4975312.500000 Penalty: 5056.293457
	Iteration 20F: 3 clusters Score -4975312 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4975369.000000 Penalty: 5056.293457
	Iteration 21Q: 3 clusters Score -4975369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -4975401.000000 Penalty: 5056.293457
	Iteration 22Q: 3 clusters Score -4975401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4975407.000000 Penalty: 5056.293457
	Iteration 23Q: 3 clusters Score -4975407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -4975439.500000 Penalty: 5056.293457
	Iteration 24Q: 3 clusters Score -4975440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4975466.500000 Penalty: 5056.293457
	Iteration 25Q: 3 clusters Score -4975466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4975464.000000 Penalty: 5056.293457
	Iteration 26Q: 3 clusters Score -4975464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4975489.000000 Penalty: 5056.293457
	Iteration 27Q: 3 clusters Score -4975489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -4975486.500000 Penalty: 5056.293457
	Iteration 28Q: 3 clusters Score -4975486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -4975499.500000 Penalty: 5056.293457
	Iteration 29Q: 3 clusters Score -4975500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4975509.500000 Penalty: 5056.293457
	Iteration 30Q: 3 clusters Score -4975510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4975520.500000 Penalty: 5056.293457
	Iteration 31Q: 3 clusters Score -4975520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -4975522.000000 Penalty: 5056.293457
	Iteration 32Q: 3 clusters Score -4975522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4975532.000000 Penalty: 5056.293457
	Iteration 33Q: 3 clusters Score -4975532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4975536.000000 Penalty: 5056.293457
	Iteration 34Q: 3 clusters Score -4975536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4975546.000000 Penalty: 5056.293457
	Iteration 35Q: 3 clusters Score -4975546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -4975548.000000 Penalty: 5056.293457
	Iteration 36Q: 3 clusters Score -4975548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4975558.500000 Penalty: 5056.293457
	Iteration 37Q: 3 clusters Score -4975558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -4975562.500000 Penalty: 5056.293457
	Iteration 38Q: 3 clusters Score -4975562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4975560.500000 Penalty: 5056.293457
	Iteration 39Q: 3 clusters Score -4975560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -4975566.000000 Penalty: 5056.293457
	Iteration 40F: 3 clusters Score -4975566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4975569.000000 Penalty: 5056.293457
	Iteration 41Q: 3 clusters Score -4975569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4975569.500000 Penalty: 5056.293457
	Iteration 42Q: 3 clusters Score -4975570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -4975572.000000 Penalty: 5056.293457
	Iteration 43Q: 3 clusters Score -4975572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4975567.500000 Penalty: 5056.293457
	Iteration 44Q: 3 clusters Score -4975568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -4975567.500000 Penalty: 5056.293457
	Iteration 45F: 3 clusters Score -4975568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Entering Unmasked Estep 
Score: -5032809.000000 Penalty: 2505.380127
	Iteration 0F: 2 clusters Score -5032809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -5018287.000000 Penalty: 5010.760254
	Iteration 0F: 3 clusters Score -5018287 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5024007.500000 Penalty: 5010.760254
	Iteration 1F: 3 clusters Score -5024008 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5024392.500000 Penalty: 5010.760254
	Iteration 2F: 3 clusters Score -5024392 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -5024729.500000 Penalty: 5010.760254
	Iteration 3Q: 3 clusters Score -5024730 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5025053.000000 Penalty: 5010.760254
	Iteration 4Q: 3 clusters Score -5025053 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5025389.500000 Penalty: 5010.760254
	Iteration 5Q: 3 clusters Score -5025390 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -5025624.000000 Penalty: 5010.760254
	Iteration 6Q: 3 clusters Score -5025624 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5025968.500000 Penalty: 5010.760254
	Iteration 7Q: 3 clusters Score -5025968 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5026320.500000 Penalty: 5010.760254
	Iteration 8Q: 3 clusters Score -5026320 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5026642.500000 Penalty: 5010.760254
	Iteration 9Q: 3 clusters Score -5026642 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -5027059.500000 Penalty: 5010.760254
	Iteration 10Q: 3 clusters Score -5027060 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5027546.000000 Penalty: 5010.760254
	Iteration 11Q: 3 clusters Score -5027546 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -5028088.500000 Penalty: 5010.760254
	Iteration 12Q: 3 clusters Score -5028088 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5028683.000000 Penalty: 5010.760254
	Iteration 13Q: 3 clusters Score -5028683 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -5029205.500000 Penalty: 5010.760254
	Iteration 14Q: 3 clusters Score -5029206 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -5029705.500000 Penalty: 5010.760254
	Iteration 15Q: 3 clusters Score -5029706 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -5030004.000000 Penalty: 5010.760254
	Iteration 16Q: 3 clusters Score -5030004 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -5030235.000000 Penalty: 5010.760254
	Iteration 17Q: 3 clusters Score -5030235 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5030406.500000 Penalty: 5010.760254
	Iteration 18Q: 3 clusters Score -5030406 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -5030591.000000 Penalty: 5010.760254
	Iteration 19Q: 3 clusters Score -5030591 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5030754.000000 Penalty: 5010.760254
	Iteration 20F: 3 clusters Score -5030754 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5030950.000000 Penalty: 5010.760254
	Iteration 21Q: 3 clusters Score -5030950 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -5031053.500000 Penalty: 5010.760254
	Iteration 22Q: 3 clusters Score -5031054 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -5031180.500000 Penalty: 5010.760254
	Iteration 23Q: 3 clusters Score -5031180 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -5031283.000000 Penalty: 5010.760254
	Iteration 24Q: 3 clusters Score -5031283 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5031365.000000 Penalty: 5010.760254
	Iteration 25Q: 3 clusters Score -5031365 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5031443.000000 Penalty: 5010.760254
	Iteration 26Q: 3 clusters Score -5031443 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5031501.000000 Penalty: 5010.760254
	Iteration 27Q: 3 clusters Score -5031501 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -5031496.000000 Penalty: 5010.760254
	Iteration 28Q: 3 clusters Score -5031496 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5031531.500000 Penalty: 5010.760254
	Iteration 29Q: 3 clusters Score -5031532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5031539.500000 Penalty: 5010.760254
	Iteration 30Q: 3 clusters Score -5031540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5031549.500000 Penalty: 5010.760254
	Iteration 31Q: 3 clusters Score -5031550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5031541.000000 Penalty: 5010.760254
	Iteration 32Q: 3 clusters Score -5031541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5031545.000000 Penalty: 5010.760254
	Iteration 33Q: 3 clusters Score -5031545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -5031552.000000 Penalty: 5010.760254
	Iteration 34Q: 3 clusters Score -5031552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5031551.000000 Penalty: 5010.760254
	Iteration 35Q: 3 clusters Score -5031551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5031550.500000 Penalty: 5010.760254
	Iteration 36Q: 3 clusters Score -5031550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5031550.000000 Penalty: 5010.760254
	Iteration 37Q: 3 clusters Score -5031550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5031547.500000 Penalty: 5010.760254
	Iteration 38Q: 3 clusters Score -5031548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -5031558.500000 Penalty: 5010.760254
	Iteration 39Q: 3 clusters Score -5031558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5031550.000000 Penalty: 5010.760254
	Iteration 40F: 3 clusters Score -5031550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -5031552.500000 Penalty: 5010.760254
	Iteration 41Q: 3 clusters Score -5031552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5031550.000000 Penalty: 5010.760254
	Iteration 42Q: 3 clusters Score -5031550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5031551.500000 Penalty: 5010.760254
	Iteration 43Q: 3 clusters Score -5031552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -5031547.500000 Penalty: 5010.760254
	Iteration 44Q: 3 clusters Score -5031548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5031546.000000 Penalty: 5010.760254
	Iteration 45Q: 3 clusters Score -5031546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5031549.000000 Penalty: 5010.760254
	Iteration 46Q: 3 clusters Score -5031549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5031549.500000 Penalty: 5010.760254
	Iteration 47Q: 3 clusters Score -5031550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5031551.500000 Penalty: 5010.760254
	Iteration 48Q: 3 clusters Score -5031552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5031548.000000 Penalty: 5010.760254
	Iteration 49Q: 3 clusters Score -5031548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5031548.500000 Penalty: 5010.760254
	Iteration 50Q: 3 clusters Score -5031548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5031548.500000 Penalty: 5010.760254
	Iteration 51F: 3 clusters Score -5031548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Entering Unmasked Estep 
Score: -6214147.000000 Penalty: 2573.422852
	Iteration 0F: 2 clusters Score -6214147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6194962.500000 Penalty: 5146.845703
	Iteration 0F: 3 clusters Score -6194962 nChanged 14477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -6202900.000000 Penalty: 5146.845703
	Iteration 1F: 3 clusters Score -6202900 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -6203434.000000 Penalty: 5146.845703
	Iteration 2Q: 3 clusters Score -6203434 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6204074.000000 Penalty: 5146.845703
	Iteration 3Q: 3 clusters Score -6204074 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -6204769.000000 Penalty: 5146.845703
	Iteration 4F: 3 clusters Score -6204769 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -6205613.500000 Penalty: 5146.845703
	Iteration 5F: 3 clusters Score -6205614 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -6206862.000000 Penalty: 5146.845703
	Iteration 6F: 3 clusters Score -6206862 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6208453.000000 Penalty: 5146.845703
	Iteration 7F: 3 clusters Score -6208453 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -6209859.500000 Penalty: 5146.845703
	Iteration 8F: 3 clusters Score -6209860 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -6210762.500000 Penalty: 5146.845703
	Iteration 9F: 3 clusters Score -6210762 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6211262.500000 Penalty: 5146.845703
	Iteration 10Q: 3 clusters Score -6211262 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -6211552.500000 Penalty: 5146.845703
	Iteration 11Q: 3 clusters Score -6211552 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -6211717.500000 Penalty: 5146.845703
	Iteration 12Q: 3 clusters Score -6211718 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -6211824.000000 Penalty: 5146.845703
	Iteration 13Q: 3 clusters Score -6211824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -6211859.500000 Penalty: 5146.845703
	Iteration 14Q: 3 clusters Score -6211860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6211910.000000 Penalty: 5146.845703
	Iteration 15Q: 3 clusters Score -6211910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6211967.500000 Penalty: 5146.845703
	Iteration 16Q: 3 clusters Score -6211968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6212010.500000 Penalty: 5146.845703
	Iteration 17Q: 3 clusters Score -6212010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -6212015.000000 Penalty: 5146.845703
	Iteration 18Q: 3 clusters Score -6212015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -6212024.000000 Penalty: 5146.845703
	Iteration 19Q: 3 clusters Score -6212024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6212023.500000 Penalty: 5146.845703
	Iteration 20F: 3 clusters Score -6212024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6212028.500000 Penalty: 5146.845703
	Iteration 21Q: 3 clusters Score -6212028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -6212037.000000 Penalty: 5146.845703
	Iteration 22Q: 3 clusters Score -6212037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -6212040.000000 Penalty: 5146.845703
	Iteration 23Q: 3 clusters Score -6212040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -6212040.500000 Penalty: 5146.845703
	Iteration 24Q: 3 clusters Score -6212040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6212049.500000 Penalty: 5146.845703
	Iteration 25Q: 3 clusters Score -6212050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -6212047.000000 Penalty: 5146.845703
	Iteration 26Q: 3 clusters Score -6212047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6212046.500000 Penalty: 5146.845703
	Iteration 27Q: 3 clusters Score -6212046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -6212048.500000 Penalty: 5146.845703
	Iteration 28Q: 3 clusters Score -6212048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6212054.000000 Penalty: 5146.845703
	Iteration 29Q: 3 clusters Score -6212054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6212059.500000 Penalty: 5146.845703
	Iteration 30Q: 3 clusters Score -6212060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6212057.500000 Penalty: 5146.845703
	Iteration 31Q: 3 clusters Score -6212058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6212060.500000 Penalty: 5146.845703
	Iteration 32Q: 3 clusters Score -6212060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -6212061.000000 Penalty: 5146.845703
	Iteration 33Q: 3 clusters Score -6212061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6212061.500000 Penalty: 5146.845703
	Iteration 34Q: 3 clusters Score -6212062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6212061.500000 Penalty: 5146.845703
	Iteration 35F: 3 clusters Score -6212062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -29068.783203 Penalty: 1307.703979
	Iteration 0F: 2 clusters Score -29068.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28194.658203 Penalty: 2615.407959
	Iteration 0F: 3 clusters Score -28194.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -28320.177734 Penalty: 2615.407959
	Iteration 1F: 3 clusters Score -28320.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -28368.222656 Penalty: 2615.407959
	Iteration 2Q: 3 clusters Score -28368.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -28395.947266 Penalty: 2615.407959
	Iteration 3Q: 3 clusters Score -28395.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -28410.419922 Penalty: 2615.407959
	Iteration 4Q: 3 clusters Score -28410.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -28410.419922 Penalty: 2615.407959
	Iteration 5F: 3 clusters Score -28410.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Entering Unmasked Estep 
Score: -6354984.000000 Penalty: 2578.825195
	Iteration 0F: 2 clusters Score -6354984 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 16491 members 
Entering Unmasked Estep 
Score: -6335059.500000 Penalty: 5157.650391
	Iteration 0F: 3 clusters Score -6335060 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6342931.000000 Penalty: 5157.650391
	Iteration 1F: 3 clusters Score -6342931 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6343470.500000 Penalty: 5157.650391
	Iteration 2Q: 3 clusters Score -6343470 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -6344020.500000 Penalty: 5157.650391
	Iteration 3Q: 3 clusters Score -6344020 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -6344671.000000 Penalty: 5157.650391
	Iteration 4Q: 3 clusters Score -6344671 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -6345596.500000 Penalty: 5157.650391
	Iteration 5F: 3 clusters Score -6345596 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -6347171.500000 Penalty: 5157.650391
	Iteration 6F: 3 clusters Score -6347172 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6349017.500000 Penalty: 5157.650391
	Iteration 7F: 3 clusters Score -6349018 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -6350776.000000 Penalty: 5157.650391
	Iteration 8F: 3 clusters Score -6350776 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -6351901.500000 Penalty: 5157.650391
	Iteration 9F: 3 clusters Score -6351902 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -6352368.000000 Penalty: 5157.650391
	Iteration 10Q: 3 clusters Score -6352368 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6352577.500000 Penalty: 5157.650391
	Iteration 11Q: 3 clusters Score -6352578 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -6352705.000000 Penalty: 5157.650391
	Iteration 12Q: 3 clusters Score -6352705 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6352795.000000 Penalty: 5157.650391
	Iteration 13Q: 3 clusters Score -6352795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -6352853.000000 Penalty: 5157.650391
	Iteration 14Q: 3 clusters Score -6352853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6352865.500000 Penalty: 5157.650391
	Iteration 15Q: 3 clusters Score -6352866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6352870.500000 Penalty: 5157.650391
	Iteration 16Q: 3 clusters Score -6352870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -6352873.000000 Penalty: 5157.650391
	Iteration 17Q: 3 clusters Score -6352873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -6352874.000000 Penalty: 5157.650391
	Iteration 18Q: 3 clusters Score -6352874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -6352887.500000 Penalty: 5157.650391
	Iteration 19Q: 3 clusters Score -6352888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -6352883.500000 Penalty: 5157.650391
	Iteration 20F: 3 clusters Score -6352884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -6352886.500000 Penalty: 5157.650391
	Iteration 21Q: 3 clusters Score -6352886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -6352900.500000 Penalty: 5157.650391
	Iteration 22Q: 3 clusters Score -6352900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -6352901.500000 Penalty: 5157.650391
	Iteration 23Q: 3 clusters Score -6352902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -6352904.000000 Penalty: 5157.650391
	Iteration 24Q: 3 clusters Score -6352904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -6352908.500000 Penalty: 5157.650391
	Iteration 25Q: 3 clusters Score -6352908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -6352914.000000 Penalty: 5157.650391
	Iteration 26Q: 3 clusters Score -6352914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -6352915.500000 Penalty: 5157.650391
	Iteration 27Q: 3 clusters Score -6352916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6352917.500000 Penalty: 5157.650391
	Iteration 28Q: 3 clusters Score -6352918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -6352917.500000 Penalty: 5157.650391
	Iteration 29Q: 3 clusters Score -6352918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6352918.500000 Penalty: 5157.650391
	Iteration 30Q: 3 clusters Score -6352918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -6352917.500000 Penalty: 5157.650391
	Iteration 31Q: 3 clusters Score -6352918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6352924.000000 Penalty: 5157.650391
	Iteration 32Q: 3 clusters Score -6352924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6352932.500000 Penalty: 5157.650391
	Iteration 33Q: 3 clusters Score -6352932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -6352932.500000 Penalty: 5157.650391
	Iteration 34F: 3 clusters Score -6352932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Entering Unmasked Estep 
Score: -4509155.000000 Penalty: 2477.573486
	Iteration 0F: 2 clusters Score -4509155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4496308.500000 Penalty: 4955.146973
	Iteration 0F: 3 clusters Score -4496308 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4501417.500000 Penalty: 4955.146973
	Iteration 1F: 3 clusters Score -4501418 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4501841.000000 Penalty: 4955.146973
	Iteration 2F: 3 clusters Score -4501841 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -4502195.500000 Penalty: 4955.146973
	Iteration 3Q: 3 clusters Score -4502196 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -4502580.000000 Penalty: 4955.146973
	Iteration 4Q: 3 clusters Score -4502580 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4502930.000000 Penalty: 4955.146973
	Iteration 5Q: 3 clusters Score -4502930 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4503365.500000 Penalty: 4955.146973
	Iteration 6Q: 3 clusters Score -4503366 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4503925.500000 Penalty: 4955.146973
	Iteration 7Q: 3 clusters Score -4503926 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -4504666.500000 Penalty: 4955.146973
	Iteration 8F: 3 clusters Score -4504666 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -4505464.500000 Penalty: 4955.146973
	Iteration 9F: 3 clusters Score -4505464 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -4505988.500000 Penalty: 4955.146973
	Iteration 10F: 3 clusters Score -4505988 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4506174.500000 Penalty: 4955.146973
	Iteration 11F: 3 clusters Score -4506174 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4506616.000000 Penalty: 4955.146973
	Iteration 12F: 3 clusters Score -4506616 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4506913.500000 Penalty: 4955.146973
	Iteration 13Q: 3 clusters Score -4506914 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4507246.500000 Penalty: 4955.146973
	Iteration 14Q: 3 clusters Score -4507246 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4507338.500000 Penalty: 4955.146973
	Iteration 15Q: 3 clusters Score -4507338 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4507461.000000 Penalty: 4955.146973
	Iteration 16Q: 3 clusters Score -4507461 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -4507541.000000 Penalty: 4955.146973
	Iteration 17Q: 3 clusters Score -4507541 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4507604.000000 Penalty: 4955.146973
	Iteration 18Q: 3 clusters Score -4507604 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4507626.000000 Penalty: 4955.146973
	Iteration 19Q: 3 clusters Score -4507626 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4507664.500000 Penalty: 4955.146973
	Iteration 20F: 3 clusters Score -4507664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4507659.000000 Penalty: 4955.146973
	Iteration 21Q: 3 clusters Score -4507659 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4507676.000000 Penalty: 4955.146973
	Iteration 22Q: 3 clusters Score -4507676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4507675.000000 Penalty: 4955.146973
	Iteration 23Q: 3 clusters Score -4507675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4507682.000000 Penalty: 4955.146973
	Iteration 24Q: 3 clusters Score -4507682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4507691.000000 Penalty: 4955.146973
	Iteration 25Q: 3 clusters Score -4507691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4507693.000000 Penalty: 4955.146973
	Iteration 26Q: 3 clusters Score -4507693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4507694.500000 Penalty: 4955.146973
	Iteration 27Q: 3 clusters Score -4507694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4507688.000000 Penalty: 4955.146973
	Iteration 28Q: 3 clusters Score -4507688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4507684.500000 Penalty: 4955.146973
	Iteration 29Q: 3 clusters Score -4507684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4507686.500000 Penalty: 4955.146973
	Iteration 30Q: 3 clusters Score -4507686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4507679.500000 Penalty: 4955.146973
	Iteration 31Q: 3 clusters Score -4507680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4507676.500000 Penalty: 4955.146973
	Iteration 32Q: 3 clusters Score -4507676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4507671.500000 Penalty: 4955.146973
	Iteration 33Q: 3 clusters Score -4507672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4507678.000000 Penalty: 4955.146973
	Iteration 34Q: 3 clusters Score -4507678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4507681.500000 Penalty: 4955.146973
	Iteration 35Q: 3 clusters Score -4507682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4507697.000000 Penalty: 4955.146973
	Iteration 36Q: 3 clusters Score -4507697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -4507690.500000 Penalty: 4955.146973
	Iteration 37Q: 3 clusters Score -4507690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4507699.000000 Penalty: 4955.146973
	Iteration 38Q: 3 clusters Score -4507699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4507698.500000 Penalty: 4955.146973
	Iteration 39Q: 3 clusters Score -4507698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4507696.000000 Penalty: 4955.146973
	Iteration 40F: 3 clusters Score -4507696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4507702.500000 Penalty: 4955.146973
	Iteration 41Q: 3 clusters Score -4507702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4507699.000000 Penalty: 4955.146973
	Iteration 42Q: 3 clusters Score -4507699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4507697.000000 Penalty: 4955.146973
	Iteration 43Q: 3 clusters Score -4507697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4507694.000000 Penalty: 4955.146973
	Iteration 44Q: 3 clusters Score -4507694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4507694.000000 Penalty: 4955.146973
	Iteration 45F: 3 clusters Score -4507694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Entering Unmasked Estep 
Score: -5335824.500000 Penalty: 2541.380615
	Iteration 0F: 2 clusters Score -5335824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -5316790.500000 Penalty: 5082.761230
	Iteration 0F: 3 clusters Score -5316790 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -5323591.500000 Penalty: 5082.761230
	Iteration 1F: 3 clusters Score -5323592 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5324055.000000 Penalty: 5082.761230
	Iteration 2Q: 3 clusters Score -5324055 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -5324447.000000 Penalty: 5082.761230
	Iteration 3Q: 3 clusters Score -5324447 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -5324812.000000 Penalty: 5082.761230
	Iteration 4Q: 3 clusters Score -5324812 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5325194.000000 Penalty: 5082.761230
	Iteration 5Q: 3 clusters Score -5325194 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5325629.000000 Penalty: 5082.761230
	Iteration 6Q: 3 clusters Score -5325629 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5326087.000000 Penalty: 5082.761230
	Iteration 7Q: 3 clusters Score -5326087 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5326721.000000 Penalty: 5082.761230
	Iteration 8Q: 3 clusters Score -5326721 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5327607.500000 Penalty: 5082.761230
	Iteration 9F: 3 clusters Score -5327608 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -5328740.500000 Penalty: 5082.761230
	Iteration 10F: 3 clusters Score -5328740 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -5329915.000000 Penalty: 5082.761230
	Iteration 11F: 3 clusters Score -5329915 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5330722.500000 Penalty: 5082.761230
	Iteration 12Q: 3 clusters Score -5330722 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -5331112.500000 Penalty: 5082.761230
	Iteration 13Q: 3 clusters Score -5331112 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -5331260.500000 Penalty: 5082.761230
	Iteration 14Q: 3 clusters Score -5331260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5331386.000000 Penalty: 5082.761230
	Iteration 15Q: 3 clusters Score -5331386 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5331495.500000 Penalty: 5082.761230
	Iteration 16Q: 3 clusters Score -5331496 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5331584.000000 Penalty: 5082.761230
	Iteration 17Q: 3 clusters Score -5331584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -5331663.000000 Penalty: 5082.761230
	Iteration 18Q: 3 clusters Score -5331663 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -5331727.500000 Penalty: 5082.761230
	Iteration 19Q: 3 clusters Score -5331728 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -5331762.500000 Penalty: 5082.761230
	Iteration 20F: 3 clusters Score -5331762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5331770.500000 Penalty: 5082.761230
	Iteration 21Q: 3 clusters Score -5331770 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -5331795.000000 Penalty: 5082.761230
	Iteration 22Q: 3 clusters Score -5331795 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -5331829.000000 Penalty: 5082.761230
	Iteration 23Q: 3 clusters Score -5331829 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -5331846.000000 Penalty: 5082.761230
	Iteration 24Q: 3 clusters Score -5331846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -5331873.000000 Penalty: 5082.761230
	Iteration 25Q: 3 clusters Score -5331873 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -5331899.000000 Penalty: 5082.761230
	Iteration 26Q: 3 clusters Score -5331899 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -5331929.000000 Penalty: 5082.761230
	Iteration 27Q: 3 clusters Score -5331929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5331952.000000 Penalty: 5082.761230
	Iteration 28Q: 3 clusters Score -5331952 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -5331957.500000 Penalty: 5082.761230
	Iteration 29Q: 3 clusters Score -5331958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -5331981.000000 Penalty: 5082.761230
	Iteration 30Q: 3 clusters Score -5331981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -5331996.000000 Penalty: 5082.761230
	Iteration 31Q: 3 clusters Score -5331996 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5332007.000000 Penalty: 5082.761230
	Iteration 32Q: 3 clusters Score -5332007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -5332017.000000 Penalty: 5082.761230
	Iteration 33Q: 3 clusters Score -5332017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -5332021.000000 Penalty: 5082.761230
	Iteration 34Q: 3 clusters Score -5332021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -5332020.000000 Penalty: 5082.761230
	Iteration 35Q: 3 clusters Score -5332020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5332027.000000 Penalty: 5082.761230
	Iteration 36Q: 3 clusters Score -5332027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5332032.500000 Penalty: 5082.761230
	Iteration 37Q: 3 clusters Score -5332032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5332028.500000 Penalty: 5082.761230
	Iteration 38Q: 3 clusters Score -5332028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -5332018.000000 Penalty: 5082.761230
	Iteration 39Q: 3 clusters Score -5332018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5332017.500000 Penalty: 5082.761230
	Iteration 40F: 3 clusters Score -5332018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5332021.000000 Penalty: 5082.761230
	Iteration 41Q: 3 clusters Score -5332021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -5332044.500000 Penalty: 5082.761230
	Iteration 42Q: 3 clusters Score -5332044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -5332062.500000 Penalty: 5082.761230
	Iteration 43Q: 3 clusters Score -5332062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -5332056.500000 Penalty: 5082.761230
	Iteration 44Q: 3 clusters Score -5332056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5332082.500000 Penalty: 5082.761230
	Iteration 45Q: 3 clusters Score -5332082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5332079.500000 Penalty: 5082.761230
	Iteration 46Q: 3 clusters Score -5332080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -5332099.000000 Penalty: 5082.761230
	Iteration 47Q: 3 clusters Score -5332099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -5332109.500000 Penalty: 5082.761230
	Iteration 48Q: 3 clusters Score -5332110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -5332113.500000 Penalty: 5082.761230
	Iteration 49Q: 3 clusters Score -5332114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -5332120.500000 Penalty: 5082.761230
	Iteration 50Q: 3 clusters Score -5332120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -5332128.500000 Penalty: 5082.761230
	Iteration 51Q: 3 clusters Score -5332128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5332137.500000 Penalty: 5082.761230
	Iteration 52Q: 3 clusters Score -5332138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -5332142.500000 Penalty: 5082.761230
	Iteration 53Q: 3 clusters Score -5332142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -5332141.000000 Penalty: 5082.761230
	Iteration 54Q: 3 clusters Score -5332141 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5332156.000000 Penalty: 5082.761230
	Iteration 55Q: 3 clusters Score -5332156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -5332165.000000 Penalty: 5082.761230
	Iteration 56Q: 3 clusters Score -5332165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5332162.500000 Penalty: 5082.761230
	Iteration 57Q: 3 clusters Score -5332162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5332172.500000 Penalty: 5082.761230
	Iteration 58Q: 3 clusters Score -5332172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -5332179.000000 Penalty: 5082.761230
	Iteration 59Q: 3 clusters Score -5332179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -5332182.500000 Penalty: 5082.761230
	Iteration 60F: 3 clusters Score -5332182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -5332178.500000 Penalty: 5082.761230
	Iteration 61Q: 3 clusters Score -5332178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -5332173.500000 Penalty: 5082.761230
	Iteration 62Q: 3 clusters Score -5332174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -5332190.000000 Penalty: 5082.761230
	Iteration 63Q: 3 clusters Score -5332190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5332200.000000 Penalty: 5082.761230
	Iteration 64Q: 3 clusters Score -5332200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -5332196.000000 Penalty: 5082.761230
	Iteration 65Q: 3 clusters Score -5332196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -5332204.500000 Penalty: 5082.761230
	Iteration 66Q: 3 clusters Score -5332204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5332204.000000 Penalty: 5082.761230
	Iteration 67Q: 3 clusters Score -5332204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5332203.500000 Penalty: 5082.761230
	Iteration 68Q: 3 clusters Score -5332204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -5332215.500000 Penalty: 5082.761230
	Iteration 69Q: 3 clusters Score -5332216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5332221.000000 Penalty: 5082.761230
	Iteration 70Q: 3 clusters Score -5332221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5332223.000000 Penalty: 5082.761230
	Iteration 71Q: 3 clusters Score -5332223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -5332215.500000 Penalty: 5082.761230
	Iteration 72Q: 3 clusters Score -5332216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -5332212.500000 Penalty: 5082.761230
	Iteration 73Q: 3 clusters Score -5332212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5332217.500000 Penalty: 5082.761230
	Iteration 74Q: 3 clusters Score -5332218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -5332220.000000 Penalty: 5082.761230
	Iteration 75Q: 3 clusters Score -5332220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5332218.000000 Penalty: 5082.761230
	Iteration 76Q: 3 clusters Score -5332218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -5332218.000000 Penalty: 5082.761230
	Iteration 77Q: 3 clusters Score -5332218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -5332218.000000 Penalty: 5082.761230
	Iteration 78F: 3 clusters Score -5332218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -36687.523438 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -36687.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35562.449219 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -35562.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -35613.746094 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -35613.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35640.746094 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -35640.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -35640.746094 Penalty: 2690.775146
	Iteration 3F: 3 clusters Score -35640.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Entering Unmasked Estep 
Score: -326913.468750 Penalty: 1858.204468
	Iteration 0F: 2 clusters Score -326913.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -324448.500000 Penalty: 3716.408936
	Iteration 0F: 3 clusters Score -324448.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -325031.375000 Penalty: 3716.408936
	Iteration 1F: 3 clusters Score -325031.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -325379.875000 Penalty: 3716.408936
	Iteration 2F: 3 clusters Score -325379.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -325744.812500 Penalty: 3716.408936
	Iteration 3F: 3 clusters Score -325744.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -326066.156250 Penalty: 3716.408936
	Iteration 4F: 3 clusters Score -326066.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -326342.187500 Penalty: 3716.408936
	Iteration 5F: 3 clusters Score -326342.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -326439.312500 Penalty: 3716.408936
	Iteration 6Q: 3 clusters Score -326439.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -326510.343750 Penalty: 3716.408936
	Iteration 7Q: 3 clusters Score -326510.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -326535.656250 Penalty: 3716.408936
	Iteration 8Q: 3 clusters Score -326535.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -326546.031250 Penalty: 3716.408936
	Iteration 9Q: 3 clusters Score -326546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -326552.093750 Penalty: 3716.408936
	Iteration 10Q: 3 clusters Score -326552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -326555.687500 Penalty: 3716.408936
	Iteration 11Q: 3 clusters Score -326555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -326559.125000 Penalty: 3716.408936
	Iteration 12Q: 3 clusters Score -326559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326560.875000 Penalty: 3716.408936
	Iteration 13Q: 3 clusters Score -326560.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -326560.875000 Penalty: 3716.408936
	Iteration 14F: 3 clusters Score -326560.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Entering Unmasked Estep 
Score: -4794649.500000 Penalty: 2518.552002
	Iteration 0F: 2 clusters Score -4794650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4777007.500000 Penalty: 5037.104004
	Iteration 0F: 3 clusters Score -4777008 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -4783235.500000 Penalty: 5037.104004
	Iteration 1F: 3 clusters Score -4783236 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4783598.000000 Penalty: 5037.104004
	Iteration 2Q: 3 clusters Score -4783598 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4783942.000000 Penalty: 5037.104004
	Iteration 3Q: 3 clusters Score -4783942 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -4784250.500000 Penalty: 5037.104004
	Iteration 4Q: 3 clusters Score -4784250 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4784570.500000 Penalty: 5037.104004
	Iteration 5Q: 3 clusters Score -4784570 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -4784901.000000 Penalty: 5037.104004
	Iteration 6Q: 3 clusters Score -4784901 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -4785318.500000 Penalty: 5037.104004
	Iteration 7Q: 3 clusters Score -4785318 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4785798.000000 Penalty: 5037.104004
	Iteration 8Q: 3 clusters Score -4785798 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4786368.500000 Penalty: 5037.104004
	Iteration 9Q: 3 clusters Score -4786368 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -4787104.500000 Penalty: 5037.104004
	Iteration 10Q: 3 clusters Score -4787104 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4788045.000000 Penalty: 5037.104004
	Iteration 11Q: 3 clusters Score -4788045 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4788922.500000 Penalty: 5037.104004
	Iteration 12Q: 3 clusters Score -4788922 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4789711.000000 Penalty: 5037.104004
	Iteration 13Q: 3 clusters Score -4789711 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4790304.500000 Penalty: 5037.104004
	Iteration 14Q: 3 clusters Score -4790304 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4790731.000000 Penalty: 5037.104004
	Iteration 15Q: 3 clusters Score -4790731 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4790987.500000 Penalty: 5037.104004
	Iteration 16Q: 3 clusters Score -4790988 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4791196.000000 Penalty: 5037.104004
	Iteration 17Q: 3 clusters Score -4791196 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -4791382.000000 Penalty: 5037.104004
	Iteration 18Q: 3 clusters Score -4791382 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4791552.000000 Penalty: 5037.104004
	Iteration 19Q: 3 clusters Score -4791552 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4791665.500000 Penalty: 5037.104004
	Iteration 20F: 3 clusters Score -4791666 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4791824.000000 Penalty: 5037.104004
	Iteration 21Q: 3 clusters Score -4791824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4791924.500000 Penalty: 5037.104004
	Iteration 22Q: 3 clusters Score -4791924 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4792024.500000 Penalty: 5037.104004
	Iteration 23Q: 3 clusters Score -4792024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4792124.500000 Penalty: 5037.104004
	Iteration 24Q: 3 clusters Score -4792124 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4792220.500000 Penalty: 5037.104004
	Iteration 25Q: 3 clusters Score -4792220 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4792328.000000 Penalty: 5037.104004
	Iteration 26Q: 3 clusters Score -4792328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4792404.500000 Penalty: 5037.104004
	Iteration 27Q: 3 clusters Score -4792404 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4792483.500000 Penalty: 5037.104004
	Iteration 28Q: 3 clusters Score -4792484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4792537.500000 Penalty: 5037.104004
	Iteration 29Q: 3 clusters Score -4792538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4792563.000000 Penalty: 5037.104004
	Iteration 30Q: 3 clusters Score -4792563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4792585.000000 Penalty: 5037.104004
	Iteration 31Q: 3 clusters Score -4792585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4792610.000000 Penalty: 5037.104004
	Iteration 32Q: 3 clusters Score -4792610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4792619.000000 Penalty: 5037.104004
	Iteration 33Q: 3 clusters Score -4792619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4792610.500000 Penalty: 5037.104004
	Iteration 34Q: 3 clusters Score -4792610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4792627.500000 Penalty: 5037.104004
	Iteration 35Q: 3 clusters Score -4792628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4792657.000000 Penalty: 5037.104004
	Iteration 36Q: 3 clusters Score -4792657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4792660.500000 Penalty: 5037.104004
	Iteration 37Q: 3 clusters Score -4792660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4792671.500000 Penalty: 5037.104004
	Iteration 38Q: 3 clusters Score -4792672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4792674.500000 Penalty: 5037.104004
	Iteration 39Q: 3 clusters Score -4792674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4792683.500000 Penalty: 5037.104004
	Iteration 40F: 3 clusters Score -4792684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4792694.000000 Penalty: 5037.104004
	Iteration 41Q: 3 clusters Score -4792694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4792699.500000 Penalty: 5037.104004
	Iteration 42Q: 3 clusters Score -4792700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4792698.500000 Penalty: 5037.104004
	Iteration 43Q: 3 clusters Score -4792698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4792709.000000 Penalty: 5037.104004
	Iteration 44Q: 3 clusters Score -4792709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4792719.000000 Penalty: 5037.104004
	Iteration 45Q: 3 clusters Score -4792719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4792725.000000 Penalty: 5037.104004
	Iteration 46Q: 3 clusters Score -4792725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4792724.500000 Penalty: 5037.104004
	Iteration 47Q: 3 clusters Score -4792724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4792734.500000 Penalty: 5037.104004
	Iteration 48Q: 3 clusters Score -4792734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4792740.500000 Penalty: 5037.104004
	Iteration 49Q: 3 clusters Score -4792740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4792750.000000 Penalty: 5037.104004
	Iteration 50Q: 3 clusters Score -4792750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4792749.000000 Penalty: 5037.104004
	Iteration 51Q: 3 clusters Score -4792749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4792752.000000 Penalty: 5037.104004
	Iteration 52Q: 3 clusters Score -4792752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4792749.500000 Penalty: 5037.104004
	Iteration 53Q: 3 clusters Score -4792750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4792754.000000 Penalty: 5037.104004
	Iteration 54Q: 3 clusters Score -4792754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4792751.000000 Penalty: 5037.104004
	Iteration 55Q: 3 clusters Score -4792751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4792751.000000 Penalty: 5037.104004
	Iteration 56F: 3 clusters Score -4792751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Entering Unmasked Estep 
Score: -4394857.000000 Penalty: 2474.887207
	Iteration 0F: 2 clusters Score -4394857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4381305.000000 Penalty: 4949.774414
	Iteration 0F: 3 clusters Score -4381305 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4386524.000000 Penalty: 4949.774414
	Iteration 1F: 3 clusters Score -4386524 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4387029.000000 Penalty: 4949.774414
	Iteration 2F: 3 clusters Score -4387029 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4387530.500000 Penalty: 4949.774414
	Iteration 3F: 3 clusters Score -4387530 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4388174.500000 Penalty: 4949.774414
	Iteration 4F: 3 clusters Score -4388174 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4389000.000000 Penalty: 4949.774414
	Iteration 5F: 3 clusters Score -4389000 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4389911.000000 Penalty: 4949.774414
	Iteration 6F: 3 clusters Score -4389911 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4390959.000000 Penalty: 4949.774414
	Iteration 7F: 3 clusters Score -4390959 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -4392086.500000 Penalty: 4949.774414
	Iteration 8F: 3 clusters Score -4392086 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -4393028.000000 Penalty: 4949.774414
	Iteration 9Q: 3 clusters Score -4393028 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -4393462.500000 Penalty: 4949.774414
	Iteration 10Q: 3 clusters Score -4393462 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -4393621.000000 Penalty: 4949.774414
	Iteration 11Q: 3 clusters Score -4393621 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4393663.500000 Penalty: 4949.774414
	Iteration 12Q: 3 clusters Score -4393664 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4393697.500000 Penalty: 4949.774414
	Iteration 13Q: 3 clusters Score -4393698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4393710.000000 Penalty: 4949.774414
	Iteration 14Q: 3 clusters Score -4393710 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4393741.000000 Penalty: 4949.774414
	Iteration 15Q: 3 clusters Score -4393741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4393742.500000 Penalty: 4949.774414
	Iteration 16Q: 3 clusters Score -4393742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4393768.500000 Penalty: 4949.774414
	Iteration 17Q: 3 clusters Score -4393768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4393781.000000 Penalty: 4949.774414
	Iteration 18Q: 3 clusters Score -4393781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4393791.000000 Penalty: 4949.774414
	Iteration 19Q: 3 clusters Score -4393791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4393799.000000 Penalty: 4949.774414
	Iteration 20F: 3 clusters Score -4393799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4393801.000000 Penalty: 4949.774414
	Iteration 21Q: 3 clusters Score -4393801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4393800.000000 Penalty: 4949.774414
	Iteration 22Q: 3 clusters Score -4393800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4393803.500000 Penalty: 4949.774414
	Iteration 23Q: 3 clusters Score -4393804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4393808.500000 Penalty: 4949.774414
	Iteration 24Q: 3 clusters Score -4393808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -4393797.000000 Penalty: 4949.774414
	Iteration 25Q: 3 clusters Score -4393797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -4393793.500000 Penalty: 4949.774414
	Iteration 26Q: 3 clusters Score -4393794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -4393802.000000 Penalty: 4949.774414
	Iteration 27Q: 3 clusters Score -4393802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -4393807.500000 Penalty: 4949.774414
	Iteration 28Q: 3 clusters Score -4393808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -4393799.500000 Penalty: 4949.774414
	Iteration 29Q: 3 clusters Score -4393800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4393801.000000 Penalty: 4949.774414
	Iteration 30Q: 3 clusters Score -4393801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4393802.000000 Penalty: 4949.774414
	Iteration 31Q: 3 clusters Score -4393802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4393799.000000 Penalty: 4949.774414
	Iteration 32Q: 3 clusters Score -4393799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4393802.000000 Penalty: 4949.774414
	Iteration 33Q: 3 clusters Score -4393802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4393804.500000 Penalty: 4949.774414
	Iteration 34Q: 3 clusters Score -4393804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4393807.000000 Penalty: 4949.774414
	Iteration 35Q: 3 clusters Score -4393807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4393811.500000 Penalty: 4949.774414
	Iteration 36Q: 3 clusters Score -4393812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4393818.000000 Penalty: 4949.774414
	Iteration 37Q: 3 clusters Score -4393818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4393816.500000 Penalty: 4949.774414
	Iteration 38Q: 3 clusters Score -4393816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4393822.000000 Penalty: 4949.774414
	Iteration 39Q: 3 clusters Score -4393822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4393821.500000 Penalty: 4949.774414
	Iteration 40F: 3 clusters Score -4393822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4393824.000000 Penalty: 4949.774414
	Iteration 41Q: 3 clusters Score -4393824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4393824.000000 Penalty: 4949.774414
	Iteration 42F: 3 clusters Score -4393824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Entering Unmasked Estep 
Score: -5069782.500000 Penalty: 2508.350342
	Iteration 0F: 2 clusters Score -5069782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5054596.500000 Penalty: 5016.700684
	Iteration 0F: 3 clusters Score -5054596 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5060590.500000 Penalty: 5016.700684
	Iteration 1F: 3 clusters Score -5060590 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -5061017.000000 Penalty: 5016.700684
	Iteration 2F: 3 clusters Score -5061017 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5061335.000000 Penalty: 5016.700684
	Iteration 3F: 3 clusters Score -5061335 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -5061623.000000 Penalty: 5016.700684
	Iteration 4Q: 3 clusters Score -5061623 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -5061921.000000 Penalty: 5016.700684
	Iteration 5Q: 3 clusters Score -5061921 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -5062259.000000 Penalty: 5016.700684
	Iteration 6Q: 3 clusters Score -5062259 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5062631.500000 Penalty: 5016.700684
	Iteration 7Q: 3 clusters Score -5062632 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5063112.500000 Penalty: 5016.700684
	Iteration 8Q: 3 clusters Score -5063112 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5063437.500000 Penalty: 5016.700684
	Iteration 9Q: 3 clusters Score -5063438 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5063742.500000 Penalty: 5016.700684
	Iteration 10F: 3 clusters Score -5063742 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -5064011.500000 Penalty: 5016.700684
	Iteration 11F: 3 clusters Score -5064012 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -5064061.500000 Penalty: 5016.700684
	Iteration 12Q: 3 clusters Score -5064062 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -5064046.000000 Penalty: 5016.700684
	Iteration 13Q: 3 clusters Score -5064046 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5064092.000000 Penalty: 5016.700684
	Iteration 14Q: 3 clusters Score -5064092 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -5064098.500000 Penalty: 5016.700684
	Iteration 15Q: 3 clusters Score -5064098 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5064102.500000 Penalty: 5016.700684
	Iteration 16Q: 3 clusters Score -5064102 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5064109.000000 Penalty: 5016.700684
	Iteration 17Q: 3 clusters Score -5064109 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5064117.500000 Penalty: 5016.700684
	Iteration 18Q: 3 clusters Score -5064118 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -5064096.500000 Penalty: 5016.700684
	Iteration 19Q: 3 clusters Score -5064096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5064108.000000 Penalty: 5016.700684
	Iteration 20F: 3 clusters Score -5064108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -5064077.000000 Penalty: 5016.700684
	Iteration 21Q: 3 clusters Score -5064077 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -5064011.000000 Penalty: 5016.700684
	Iteration 22Q: 3 clusters Score -5064011 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5063957.000000 Penalty: 5016.700684
	Iteration 23Q: 3 clusters Score -5063957 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5064062.500000 Penalty: 5016.700684
	Iteration 24Q: 3 clusters Score -5064062 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5064048.000000 Penalty: 5016.700684
	Iteration 25Q: 3 clusters Score -5064048 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5064065.000000 Penalty: 5016.700684
	Iteration 26Q: 3 clusters Score -5064065 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5064125.500000 Penalty: 5016.700684
	Iteration 27Q: 3 clusters Score -5064126 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5064210.000000 Penalty: 5016.700684
	Iteration 28Q: 3 clusters Score -5064210 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -5064257.000000 Penalty: 5016.700684
	Iteration 29Q: 3 clusters Score -5064257 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5064386.500000 Penalty: 5016.700684
	Iteration 30Q: 3 clusters Score -5064386 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5064452.500000 Penalty: 5016.700684
	Iteration 31Q: 3 clusters Score -5064452 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5064504.500000 Penalty: 5016.700684
	Iteration 32Q: 3 clusters Score -5064504 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5064575.500000 Penalty: 5016.700684
	Iteration 33Q: 3 clusters Score -5064576 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5064780.500000 Penalty: 5016.700684
	Iteration 34Q: 3 clusters Score -5064780 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5064939.000000 Penalty: 5016.700684
	Iteration 35Q: 3 clusters Score -5064939 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5065067.500000 Penalty: 5016.700684
	Iteration 36Q: 3 clusters Score -5065068 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -5065119.000000 Penalty: 5016.700684
	Iteration 37Q: 3 clusters Score -5065119 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5065206.000000 Penalty: 5016.700684
	Iteration 38Q: 3 clusters Score -5065206 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5065223.500000 Penalty: 5016.700684
	Iteration 39Q: 3 clusters Score -5065224 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5065278.000000 Penalty: 5016.700684
	Iteration 40F: 3 clusters Score -5065278 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5065274.500000 Penalty: 5016.700684
	Iteration 41Q: 3 clusters Score -5065274 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5065070.500000 Penalty: 5016.700684
	Iteration 42Q: 3 clusters Score -5065070 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5064914.500000 Penalty: 5016.700684
	Iteration 43Q: 3 clusters Score -5064914 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5064693.000000 Penalty: 5016.700684
	Iteration 44Q: 3 clusters Score -5064693 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -5064617.000000 Penalty: 5016.700684
	Iteration 45Q: 3 clusters Score -5064617 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -5064413.000000 Penalty: 5016.700684
	Iteration 46Q: 3 clusters Score -5064413 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5064285.500000 Penalty: 5016.700684
	Iteration 47Q: 3 clusters Score -5064286 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5064235.000000 Penalty: 5016.700684
	Iteration 48Q: 3 clusters Score -5064235 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -5064038.500000 Penalty: 5016.700684
	Iteration 49Q: 3 clusters Score -5064038 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5063872.000000 Penalty: 5016.700684
	Iteration 50Q: 3 clusters Score -5063872 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -5063772.000000 Penalty: 5016.700684
	Iteration 51Q: 3 clusters Score -5063772 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5063745.500000 Penalty: 5016.700684
	Iteration 52Q: 3 clusters Score -5063746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -5063709.500000 Penalty: 5016.700684
	Iteration 53Q: 3 clusters Score -5063710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -5063661.500000 Penalty: 5016.700684
	Iteration 54Q: 3 clusters Score -5063662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5063709.500000 Penalty: 5016.700684
	Iteration 55Q: 3 clusters Score -5063710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -5063720.000000 Penalty: 5016.700684
	Iteration 56Q: 3 clusters Score -5063720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5063691.000000 Penalty: 5016.700684
	Iteration 57Q: 3 clusters Score -5063691 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -5063688.500000 Penalty: 5016.700684
	Iteration 58Q: 3 clusters Score -5063688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5063648.000000 Penalty: 5016.700684
	Iteration 59Q: 3 clusters Score -5063648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5064109.000000 Penalty: 5016.700684
	Iteration 60F: 3 clusters Score -5064109 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5064199.000000 Penalty: 5016.700684
	Iteration 61Q: 3 clusters Score -5064199 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5064245.500000 Penalty: 5016.700684
	Iteration 62Q: 3 clusters Score -5064246 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5064297.500000 Penalty: 5016.700684
	Iteration 63Q: 3 clusters Score -5064298 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5064369.000000 Penalty: 5016.700684
	Iteration 64Q: 3 clusters Score -5064369 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5064419.500000 Penalty: 5016.700684
	Iteration 65Q: 3 clusters Score -5064420 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5064414.500000 Penalty: 5016.700684
	Iteration 66Q: 3 clusters Score -5064414 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5064410.500000 Penalty: 5016.700684
	Iteration 67Q: 3 clusters Score -5064410 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5064447.500000 Penalty: 5016.700684
	Iteration 68Q: 3 clusters Score -5064448 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5064457.500000 Penalty: 5016.700684
	Iteration 69Q: 3 clusters Score -5064458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5064506.000000 Penalty: 5016.700684
	Iteration 70Q: 3 clusters Score -5064506 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5064549.500000 Penalty: 5016.700684
	Iteration 71Q: 3 clusters Score -5064550 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5064636.000000 Penalty: 5016.700684
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Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3677 members 
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Mstep: Class 1 contains 20920 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 4047 members 
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Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 4168 members 
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Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4301 members 
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Mstep: Class 1 contains 20145 members 
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	Iteration 80F: 3 clusters Score -5064745 nChanged 265
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Mstep: Class 1 contains 19938 members 
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Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 5548 members 
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Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7626 members 
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Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 8090 members 
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Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 8635 members 
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	Iteration 166Q: 3 clusters Score -5066663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -5066694.500000 Penalty: 5016.700684
	Iteration 167Q: 3 clusters Score -5066694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -5066705.500000 Penalty: 5016.700684
	Iteration 168Q: 3 clusters Score -5066706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -5066726.500000 Penalty: 5016.700684
	Iteration 169Q: 3 clusters Score -5066726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5066753.500000 Penalty: 5016.700684
	Iteration 170Q: 3 clusters Score -5066754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5066774.500000 Penalty: 5016.700684
	Iteration 171Q: 3 clusters Score -5066774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5066786.000000 Penalty: 5016.700684
	Iteration 172Q: 3 clusters Score -5066786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5066793.000000 Penalty: 5016.700684
	Iteration 173Q: 3 clusters Score -5066793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -5066808.000000 Penalty: 5016.700684
	Iteration 174Q: 3 clusters Score -5066808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5066833.500000 Penalty: 5016.700684
	Iteration 175Q: 3 clusters Score -5066834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -5066856.000000 Penalty: 5016.700684
	Iteration 176Q: 3 clusters Score -5066856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -5066868.500000 Penalty: 5016.700684
	Iteration 177Q: 3 clusters Score -5066868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5066866.000000 Penalty: 5016.700684
	Iteration 178Q: 3 clusters Score -5066866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5066871.500000 Penalty: 5016.700684
	Iteration 179Q: 3 clusters Score -5066872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -5066884.500000 Penalty: 5016.700684
	Iteration 180F: 3 clusters Score -5066884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5066903.000000 Penalty: 5016.700684
	Iteration 181Q: 3 clusters Score -5066903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5066907.500000 Penalty: 5016.700684
	Iteration 182Q: 3 clusters Score -5066908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5066924.000000 Penalty: 5016.700684
	Iteration 183Q: 3 clusters Score -5066924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5066919.500000 Penalty: 5016.700684
	Iteration 184Q: 3 clusters Score -5066920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -5066923.000000 Penalty: 5016.700684
	Iteration 185Q: 3 clusters Score -5066923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5066938.000000 Penalty: 5016.700684
	Iteration 186Q: 3 clusters Score -5066938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -5066931.500000 Penalty: 5016.700684
	Iteration 187Q: 3 clusters Score -5066932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5066947.000000 Penalty: 5016.700684
	Iteration 188Q: 3 clusters Score -5066947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -5066955.500000 Penalty: 5016.700684
	Iteration 189Q: 3 clusters Score -5066956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5066958.500000 Penalty: 5016.700684
	Iteration 190Q: 3 clusters Score -5066958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5066974.500000 Penalty: 5016.700684
	Iteration 191Q: 3 clusters Score -5066974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -5066997.000000 Penalty: 5016.700684
	Iteration 192Q: 3 clusters Score -5066997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5067004.500000 Penalty: 5016.700684
	Iteration 193Q: 3 clusters Score -5067004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5067001.500000 Penalty: 5016.700684
	Iteration 194Q: 3 clusters Score -5067002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5067001.500000 Penalty: 5016.700684
	Iteration 195F: 3 clusters Score -5067002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -425806.656250 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -425806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -422963.875000 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -422963.9 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -423554.750000 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -423554.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -423763.281250 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -423763.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -423920.468750 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -423920.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -424088.437500 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -424088.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -424226.375000 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -424226.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -424315.562500 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -424315.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -424383.718750 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -424383.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -424442.250000 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -424442.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -424488.000000 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -424488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -424536.343750 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -424536.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -424569.031250 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -424569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -424600.531250 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -424600.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -424621.093750 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -424621.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -424645.687500 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -424645.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -424663.750000 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -424663.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -424683.250000 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -424683.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -424700.343750 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -424700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -424715.062500 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -424715.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -424732.781250 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -424732.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -424749.562500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -424749.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -424767.406250 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -424767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -424788.843750 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -424788.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -424800.187500 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -424800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -424804.343750 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -424804.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -424806.843750 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -424806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -424809.375000 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -424809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -424812.718750 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -424812.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -424815.031250 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -424815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -424815.312500 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -424815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -424817.437500 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -424817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -424817.156250 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -424817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -424817.375000 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -424817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -424817.812500 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -424817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -424820.000000 Penalty: 3854.239990
	Iteration 34Q: 3 clusters Score -424820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -424822.437500 Penalty: 3854.239990
	Iteration 35Q: 3 clusters Score -424822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -424823.843750 Penalty: 3854.239990
	Iteration 36Q: 3 clusters Score -424823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -424826.000000 Penalty: 3854.239990
	Iteration 37Q: 3 clusters Score -424826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -424827.968750 Penalty: 3854.239990
	Iteration 38Q: 3 clusters Score -424828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -424830.843750 Penalty: 3854.239990
	Iteration 39Q: 3 clusters Score -424830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -424830.468750 Penalty: 3854.239990
	Iteration 40F: 3 clusters Score -424830.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (25894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Entering Unmasked Estep 
Score: -5338668.500000 Penalty: 2520.118164
	Iteration 0F: 2 clusters Score -5338668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5324143.500000 Penalty: 5040.236328
	Iteration 0F: 3 clusters Score -5324144 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -5330303.500000 Penalty: 5040.236328
	Iteration 1F: 3 clusters Score -5330304 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5330764.500000 Penalty: 5040.236328
	Iteration 2F: 3 clusters Score -5330764 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -5331172.000000 Penalty: 5040.236328
	Iteration 3Q: 3 clusters Score -5331172 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -5331526.500000 Penalty: 5040.236328
	Iteration 4Q: 3 clusters Score -5331526 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -5331783.000000 Penalty: 5040.236328
	Iteration 5Q: 3 clusters Score -5331783 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -5332049.000000 Penalty: 5040.236328
	Iteration 6Q: 3 clusters Score -5332049 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5332243.500000 Penalty: 5040.236328
	Iteration 7Q: 3 clusters Score -5332244 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5332403.000000 Penalty: 5040.236328
	Iteration 8Q: 3 clusters Score -5332403 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5332581.500000 Penalty: 5040.236328
	Iteration 9Q: 3 clusters Score -5332582 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5332799.500000 Penalty: 5040.236328
	Iteration 10Q: 3 clusters Score -5332800 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5333139.500000 Penalty: 5040.236328
	Iteration 11Q: 3 clusters Score -5333140 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5333548.000000 Penalty: 5040.236328
	Iteration 12Q: 3 clusters Score -5333548 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5334113.000000 Penalty: 5040.236328
	Iteration 13Q: 3 clusters Score -5334113 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -5334630.000000 Penalty: 5040.236328
	Iteration 14Q: 3 clusters Score -5334630 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5334992.500000 Penalty: 5040.236328
	Iteration 15Q: 3 clusters Score -5334992 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5335210.000000 Penalty: 5040.236328
	Iteration 16Q: 3 clusters Score -5335210 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5335340.000000 Penalty: 5040.236328
	Iteration 17Q: 3 clusters Score -5335340 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5335439.000000 Penalty: 5040.236328
	Iteration 18Q: 3 clusters Score -5335439 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5335539.500000 Penalty: 5040.236328
	Iteration 19Q: 3 clusters Score -5335540 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -5335603.500000 Penalty: 5040.236328
	Iteration 20F: 3 clusters Score -5335604 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5335732.500000 Penalty: 5040.236328
	Iteration 21Q: 3 clusters Score -5335732 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -5335879.000000 Penalty: 5040.236328
	Iteration 22Q: 3 clusters Score -5335879 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5336007.000000 Penalty: 5040.236328
	Iteration 23Q: 3 clusters Score -5336007 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -5336169.500000 Penalty: 5040.236328
	Iteration 24Q: 3 clusters Score -5336170 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -5336357.000000 Penalty: 5040.236328
	Iteration 25Q: 3 clusters Score -5336357 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5336535.000000 Penalty: 5040.236328
	Iteration 26Q: 3 clusters Score -5336535 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5336792.000000 Penalty: 5040.236328
	Iteration 27Q: 3 clusters Score -5336792 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5337047.500000 Penalty: 5040.236328
	Iteration 28Q: 3 clusters Score -5337048 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5337301.500000 Penalty: 5040.236328
	Iteration 29Q: 3 clusters Score -5337302 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5337487.000000 Penalty: 5040.236328
	Iteration 30Q: 3 clusters Score -5337487 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5337693.500000 Penalty: 5040.236328
	Iteration 31Q: 3 clusters Score -5337694 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5337869.500000 Penalty: 5040.236328
	Iteration 32Q: 3 clusters Score -5337870 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -5337961.000000 Penalty: 5040.236328
	Iteration 33Q: 3 clusters Score -5337961 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5338120.500000 Penalty: 5040.236328
	Iteration 34Q: 3 clusters Score -5338120 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -5338204.000000 Penalty: 5040.236328
	Iteration 35Q: 3 clusters Score -5338204 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -5338247.500000 Penalty: 5040.236328
	Iteration 36Q: 3 clusters Score -5338248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -5338287.000000 Penalty: 5040.236328
	Iteration 37Q: 3 clusters Score -5338287 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -5338295.500000 Penalty: 5040.236328
	Iteration 38Q: 3 clusters Score -5338296 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -5338305.000000 Penalty: 5040.236328
	Iteration 39Q: 3 clusters Score -5338305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -5338381.000000 Penalty: 5040.236328
	Iteration 40F: 3 clusters Score -5338381 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -5338393.500000 Penalty: 5040.236328
	Iteration 41Q: 3 clusters Score -5338394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5338418.000000 Penalty: 5040.236328
	Iteration 42Q: 3 clusters Score -5338418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5338418.000000 Penalty: 5040.236328
	Iteration 43Q: 3 clusters Score -5338418 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5338418.500000 Penalty: 5040.236328
	Iteration 44Q: 3 clusters Score -5338418 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5338410.000000 Penalty: 5040.236328
	Iteration 45Q: 3 clusters Score -5338410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -5338389.000000 Penalty: 5040.236328
	Iteration 46Q: 3 clusters Score -5338389 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5338389.500000 Penalty: 5040.236328
	Iteration 47Q: 3 clusters Score -5338390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5338389.000000 Penalty: 5040.236328
	Iteration 48Q: 3 clusters Score -5338389 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5338385.500000 Penalty: 5040.236328
	Iteration 49Q: 3 clusters Score -5338386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5338326.500000 Penalty: 5040.236328
	Iteration 50Q: 3 clusters Score -5338326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -5338307.000000 Penalty: 5040.236328
	Iteration 51Q: 3 clusters Score -5338307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5338304.000000 Penalty: 5040.236328
	Iteration 52Q: 3 clusters Score -5338304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5338293.000000 Penalty: 5040.236328
	Iteration 53Q: 3 clusters Score -5338293 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -5338270.500000 Penalty: 5040.236328
	Iteration 54Q: 3 clusters Score -5338270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5338214.000000 Penalty: 5040.236328
	Iteration 55Q: 3 clusters Score -5338214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5338165.500000 Penalty: 5040.236328
	Iteration 56Q: 3 clusters Score -5338166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5338146.500000 Penalty: 5040.236328
	Iteration 57Q: 3 clusters Score -5338146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5338136.500000 Penalty: 5040.236328
	Iteration 58Q: 3 clusters Score -5338136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -5338105.500000 Penalty: 5040.236328
	Iteration 59Q: 3 clusters Score -5338106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5338084.000000 Penalty: 5040.236328
	Iteration 60F: 3 clusters Score -5338084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -5338034.000000 Penalty: 5040.236328
	Iteration 61Q: 3 clusters Score -5338034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5338021.000000 Penalty: 5040.236328
	Iteration 62Q: 3 clusters Score -5338021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5338020.000000 Penalty: 5040.236328
	Iteration 63Q: 3 clusters Score -5338020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5338015.500000 Penalty: 5040.236328
	Iteration 64Q: 3 clusters Score -5338016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5338012.500000 Penalty: 5040.236328
	Iteration 65Q: 3 clusters Score -5338012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -5338016.500000 Penalty: 5040.236328
	Iteration 66Q: 3 clusters Score -5338016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5338001.000000 Penalty: 5040.236328
	Iteration 67Q: 3 clusters Score -5338001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5337996.500000 Penalty: 5040.236328
	Iteration 68Q: 3 clusters Score -5337996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5338000.000000 Penalty: 5040.236328
	Iteration 69Q: 3 clusters Score -5338000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -5337992.500000 Penalty: 5040.236328
	Iteration 70Q: 3 clusters Score -5337992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5337992.500000 Penalty: 5040.236328
	Iteration 71Q: 3 clusters Score -5337992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -5338000.500000 Penalty: 5040.236328
	Iteration 72Q: 3 clusters Score -5338000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5338004.000000 Penalty: 5040.236328
	Iteration 73Q: 3 clusters Score -5338004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5337996.500000 Penalty: 5040.236328
	Iteration 74Q: 3 clusters Score -5337996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5337996.000000 Penalty: 5040.236328
	Iteration 75Q: 3 clusters Score -5337996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5337987.500000 Penalty: 5040.236328
	Iteration 76Q: 3 clusters Score -5337988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5337980.500000 Penalty: 5040.236328
	Iteration 77Q: 3 clusters Score -5337980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -5337981.000000 Penalty: 5040.236328
	Iteration 78Q: 3 clusters Score -5337981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5337980.000000 Penalty: 5040.236328
	Iteration 79Q: 3 clusters Score -5337980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5337980.000000 Penalty: 5040.236328
	Iteration 80F: 3 clusters Score -5337980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5337986.500000 Penalty: 5040.236328
	Iteration 81Q: 3 clusters Score -5337986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5337977.000000 Penalty: 5040.236328
	Iteration 82Q: 3 clusters Score -5337977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5337977.000000 Penalty: 5040.236328
	Iteration 83F: 3 clusters Score -5337977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 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 456 members 
Entering Unmasked Estep 
Score: -160217.937500 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160217.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -160527.718750 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160527.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160638.015625 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160716.187500 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -160716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160745.937500 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -160745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160758.937500 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -160758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -160767.203125 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -160767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160774.531250 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -160774.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160778.015625 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -160778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160778.656250 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -160778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160782.765625 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -160782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160785.578125 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -160785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160787.015625 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -160787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -160787.609375 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -160787.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -160787.609375 Penalty: 3380.557373
	Iteration 14F: 3 clusters Score -160787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -4119444.500000 Penalty: 2455.953125
	Iteration 0F: 2 clusters Score -4119444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -4107213.250000 Penalty: 4911.906250
	Iteration 0F: 3 clusters Score -4107213 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4111802.750000 Penalty: 4911.906250
	Iteration 1F: 3 clusters Score -4111803 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4112216.250000 Penalty: 4911.906250
	Iteration 2F: 3 clusters Score -4112216 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4112507.750000 Penalty: 4911.906250
	Iteration 3Q: 3 clusters Score -4112508 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4112765.000000 Penalty: 4911.906250
	Iteration 4Q: 3 clusters Score -4112765 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4112980.250000 Penalty: 4911.906250
	Iteration 5Q: 3 clusters Score -4112980 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4113175.000000 Penalty: 4911.906250
	Iteration 6Q: 3 clusters Score -4113175 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4113440.000000 Penalty: 4911.906250
	Iteration 7Q: 3 clusters Score -4113440 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4113730.750000 Penalty: 4911.906250
	Iteration 8Q: 3 clusters Score -4113731 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -4114109.500000 Penalty: 4911.906250
	Iteration 9Q: 3 clusters Score -4114110 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4114592.750000 Penalty: 4911.906250
	Iteration 10Q: 3 clusters Score -4114593 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4115099.500000 Penalty: 4911.906250
	Iteration 11Q: 3 clusters Score -4115100 nChanged 835
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4115557 nChanged 773
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4115968 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4116332 nChanged 507
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4116578 nChanged 438
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Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4116770 nChanged 312
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16524 members 
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	Iteration 18Q: 3 clusters Score -4116998 nChanged 246
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16484 members 
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	Iteration 19Q: 3 clusters Score -4117078 nChanged 239
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Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4117144 nChanged 216
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Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4117212 nChanged 210
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4117310 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4117396 nChanged 212
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4117484 nChanged 187
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Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4117562 nChanged 207
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4117670 nChanged 210
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Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4117741 nChanged 212
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Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4117856 nChanged 185
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Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4117925 nChanged 172
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4117988 nChanged 163
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Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4118018 nChanged 168
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Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4118081 nChanged 149
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Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4118140 nChanged 143
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Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4118177 nChanged 135
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Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4118182 nChanged 106
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Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4118226 nChanged 90
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Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4118228 nChanged 95
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Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4118220 nChanged 78
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4118220 nChanged 80
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Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4118261 nChanged 120
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Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4118311 nChanged 121
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Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 14242 members 
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	Iteration 42Q: 3 clusters Score -4118340 nChanged 118
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4118334 nChanged 123
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Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 14015 members 
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	Iteration 44Q: 3 clusters Score -4118357 nChanged 133
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Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 13884 members 
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	Iteration 45Q: 3 clusters Score -4118366 nChanged 145
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Mstep: Class 1 contains 6246 members 
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	Iteration 46Q: 3 clusters Score -4118396 nChanged 150
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Mstep: Class 1 contains 6394 members 
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	Iteration 47Q: 3 clusters Score -4118403 nChanged 164
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Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 13433 members 
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	Iteration 48Q: 3 clusters Score -4118435 nChanged 184
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Mstep: Class 1 contains 6740 members 
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	Iteration 49Q: 3 clusters Score -4118459 nChanged 203
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Mstep: Class 1 contains 6939 members 
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	Iteration 50Q: 3 clusters Score -4118533 nChanged 193
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Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 12861 members 
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	Iteration 51Q: 3 clusters Score -4118572 nChanged 189
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Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 12672 members 
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	Iteration 52Q: 3 clusters Score -4118590 nChanged 191
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Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 12483 members 
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	Iteration 53Q: 3 clusters Score -4118648 nChanged 174
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Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 12313 members 
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	Iteration 54Q: 3 clusters Score -4118700 nChanged 165
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Mstep: Class 1 contains 7839 members 
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	Iteration 55Q: 3 clusters Score -4118715 nChanged 163
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Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11993 members 
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	Iteration 56Q: 3 clusters Score -4118736 nChanged 158
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Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 11837 members 
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	Iteration 57Q: 3 clusters Score -4118788 nChanged 153
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Mstep: Class 1 contains 8299 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4118808 nChanged 147
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Mstep: Class 1 contains 8442 members 
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	Iteration 59Q: 3 clusters Score -4118838 nChanged 140
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Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 11415 members 
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	Iteration 60F: 3 clusters Score -4118850 nChanged 117
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Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 11304 members 
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	Iteration 61Q: 3 clusters Score -4118858 nChanged 92
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Mstep: Class 1 contains 8777 members 
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	Iteration 62Q: 3 clusters Score -4118869 nChanged 94
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Mstep: Class 1 contains 8867 members 
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	Iteration 63Q: 3 clusters Score -4118870 nChanged 102
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Mstep: Class 1 contains 8967 members 
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	Iteration 64Q: 3 clusters Score -4118878 nChanged 100
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Mstep: Class 1 contains 9067 members 
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	Iteration 65Q: 3 clusters Score -4118869 nChanged 88
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Mstep: Class 1 contains 9155 members 
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	Iteration 66Q: 3 clusters Score -4118869 nChanged 68
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Mstep: Class 1 contains 9223 members 
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	Iteration 67Q: 3 clusters Score -4118887 nChanged 64
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Mstep: Class 1 contains 9287 members 
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	Iteration 68Q: 3 clusters Score -4118881 nChanged 56
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Mstep: Class 1 contains 9343 members 
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	Iteration 69Q: 3 clusters Score -4118879 nChanged 38
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Mstep: Class 1 contains 9381 members 
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	Iteration 70Q: 3 clusters Score -4118882 nChanged 41
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Mstep: Class 1 contains 9422 members 
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	Iteration 71Q: 3 clusters Score -4118886 nChanged 45
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Mstep: Class 1 contains 9467 members 
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	Iteration 72Q: 3 clusters Score -4118880 nChanged 38
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Mstep: Class 1 contains 9505 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4118878 nChanged 27
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Mstep: Class 1 contains 9532 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4118876 nChanged 24
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Mstep: Class 1 contains 9556 members 
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	Iteration 75Q: 3 clusters Score -4118857 nChanged 18
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Mstep: Class 1 contains 9574 members 
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	Iteration 76Q: 3 clusters Score -4118854 nChanged 18
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Mstep: Class 1 contains 9592 members 
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	Iteration 77Q: 3 clusters Score -4118860 nChanged 15
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Mstep: Class 1 contains 9607 members 
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	Iteration 78Q: 3 clusters Score -4118861 nChanged 19
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Mstep: Class 1 contains 9626 members 
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	Iteration 79Q: 3 clusters Score -4118860 nChanged 24
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Mstep: Class 1 contains 9650 members 
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Entering Unmasked Estep 
Score: -4118851.500000 Penalty: 4911.906250
	Iteration 80F: 3 clusters Score -4118852 nChanged 29
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Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 10312 members 
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	Iteration 81Q: 3 clusters Score -4118854 nChanged 31
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Mstep: Class 1 contains 9710 members 
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	Iteration 82Q: 3 clusters Score -4118842 nChanged 35
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Mstep: Class 1 contains 9745 members 
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	Iteration 83Q: 3 clusters Score -4118840 nChanged 42
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Mstep: Class 1 contains 9787 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4118832 nChanged 40
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Mstep: Class 1 contains 9827 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4118836 nChanged 48
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Mstep: Class 1 contains 9875 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4118838 nChanged 53
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Mstep: Class 1 contains 9928 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4118849 nChanged 54
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Mstep: Class 1 contains 9982 members 
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	Iteration 88Q: 3 clusters Score -4118850 nChanged 51
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Mstep: Class 1 contains 10031 members 
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	Iteration 89Q: 3 clusters Score -4118842 nChanged 51
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	Iteration 90Q: 3 clusters Score -4118824 nChanged 51
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Mstep: Class 1 contains 10133 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4118820 nChanged 73
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	Iteration 92Q: 3 clusters Score -4118821 nChanged 65
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	Iteration 93Q: 3 clusters Score -4118811 nChanged 65
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	Iteration 94Q: 3 clusters Score -4118800 nChanged 70
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	Iteration 95Q: 3 clusters Score -4118779 nChanged 72
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	Iteration 96Q: 3 clusters Score -4118778 nChanged 77
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4118761 nChanged 75
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	Iteration 100F: 3 clusters Score -4118759 nChanged 118
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	Iteration 101Q: 3 clusters Score -4118740 nChanged 123
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	Iteration 102Q: 3 clusters Score -4118744 nChanged 141
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4118734 nChanged 134
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	Iteration 104Q: 3 clusters Score -4118720 nChanged 154
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Entering Unmasked Estep 
Score: -4118690.000000 Penalty: 4911.906250
	Iteration 105Q: 3 clusters Score -4118690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4118661.500000 Penalty: 4911.906250
	Iteration 106Q: 3 clusters Score -4118662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4118621.750000 Penalty: 4911.906250
	Iteration 107Q: 3 clusters Score -4118622 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4118558.500000 Penalty: 4911.906250
	Iteration 108Q: 3 clusters Score -4118558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4118500.500000 Penalty: 4911.906250
	Iteration 109Q: 3 clusters Score -4118500 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4118425.250000 Penalty: 4911.906250
	Iteration 110Q: 3 clusters Score -4118425 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -4118383.750000 Penalty: 4911.906250
	Iteration 111Q: 3 clusters Score -4118384 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -4118317.500000 Penalty: 4911.906250
	Iteration 112Q: 3 clusters Score -4118318 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4118230.000000 Penalty: 4911.906250
	Iteration 113Q: 3 clusters Score -4118230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4118198.750000 Penalty: 4911.906250
	Iteration 114Q: 3 clusters Score -4118199 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4118195.750000 Penalty: 4911.906250
	Iteration 115Q: 3 clusters Score -4118196 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4118141.500000 Penalty: 4911.906250
	Iteration 116Q: 3 clusters Score -4118142 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4118140.500000 Penalty: 4911.906250
	Iteration 117Q: 3 clusters Score -4118140 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -4118103.250000 Penalty: 4911.906250
	Iteration 118Q: 3 clusters Score -4118103 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4118080.500000 Penalty: 4911.906250
	Iteration 119Q: 3 clusters Score -4118080 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4118062.250000 Penalty: 4911.906250
	Iteration 120F: 3 clusters Score -4118062 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4118051.000000 Penalty: 4911.906250
	Iteration 121Q: 3 clusters Score -4118051 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4118049.000000 Penalty: 4911.906250
	Iteration 122Q: 3 clusters Score -4118049 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4118041.250000 Penalty: 4911.906250
	Iteration 123Q: 3 clusters Score -4118041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4118020.500000 Penalty: 4911.906250
	Iteration 124Q: 3 clusters Score -4118020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -4118016.500000 Penalty: 4911.906250
	Iteration 125Q: 3 clusters Score -4118016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4118009.000000 Penalty: 4911.906250
	Iteration 126Q: 3 clusters Score -4118009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4118004.500000 Penalty: 4911.906250
	Iteration 127Q: 3 clusters Score -4118004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4117998.750000 Penalty: 4911.906250
	Iteration 128Q: 3 clusters Score -4117999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4117996.250000 Penalty: 4911.906250
	Iteration 129Q: 3 clusters Score -4117996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -4117995.250000 Penalty: 4911.906250
	Iteration 130Q: 3 clusters Score -4117995 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4117991.500000 Penalty: 4911.906250
	Iteration 131Q: 3 clusters Score -4117992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4117992.500000 Penalty: 4911.906250
	Iteration 132Q: 3 clusters Score -4117992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4117985.000000 Penalty: 4911.906250
	Iteration 133Q: 3 clusters Score -4117985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4117984.500000 Penalty: 4911.906250
	Iteration 134Q: 3 clusters Score -4117984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4117983.250000 Penalty: 4911.906250
	Iteration 135Q: 3 clusters Score -4117983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4117978.250000 Penalty: 4911.906250
	Iteration 136Q: 3 clusters Score -4117978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4117970.750000 Penalty: 4911.906250
	Iteration 137Q: 3 clusters Score -4117971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4117967.000000 Penalty: 4911.906250
	Iteration 138Q: 3 clusters Score -4117967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -4117968.250000 Penalty: 4911.906250
	Iteration 139Q: 3 clusters Score -4117968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4117974.250000 Penalty: 4911.906250
	Iteration 140F: 3 clusters Score -4117974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4117967.500000 Penalty: 4911.906250
	Iteration 141Q: 3 clusters Score -4117968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4117967.250000 Penalty: 4911.906250
	Iteration 142Q: 3 clusters Score -4117967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4117970.750000 Penalty: 4911.906250
	Iteration 143Q: 3 clusters Score -4117971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4117970.500000 Penalty: 4911.906250
	Iteration 144Q: 3 clusters Score -4117970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4117970.500000 Penalty: 4911.906250
	Iteration 145F: 3 clusters Score -4117970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -86638.250000 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -86638.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -85127.882812 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -85127.88 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85297.929688 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -85297.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85347.015625 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -85347.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85370.976562 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -85370.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -85384.882812 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -85384.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85395.656250 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -85395.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85404.328125 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -85404.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -85416.000000 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -85416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85417.296875 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -85417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -85417.296875 Penalty: 3065.288086
	Iteration 9F: 3 clusters Score -85417.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Entering Unmasked Estep 
Score: -5631250.000000 Penalty: 2547.467773
	Iteration 0F: 2 clusters Score -5631250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5612949.500000 Penalty: 5094.935547
	Iteration 0F: 3 clusters Score -5612950 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5619824.000000 Penalty: 5094.935547
	Iteration 1F: 3 clusters Score -5619824 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5620214.500000 Penalty: 5094.935547
	Iteration 2Q: 3 clusters Score -5620214 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5620577.000000 Penalty: 5094.935547
	Iteration 3Q: 3 clusters Score -5620577 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5620889.500000 Penalty: 5094.935547
	Iteration 4Q: 3 clusters Score -5620890 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5621269.500000 Penalty: 5094.935547
	Iteration 5Q: 3 clusters Score -5621270 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -5621734.000000 Penalty: 5094.935547
	Iteration 6Q: 3 clusters Score -5621734 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -5622366.500000 Penalty: 5094.935547
	Iteration 7Q: 3 clusters Score -5622366 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5623143.000000 Penalty: 5094.935547
	Iteration 8F: 3 clusters Score -5623143 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5624106.000000 Penalty: 5094.935547
	Iteration 9F: 3 clusters Score -5624106 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -5625662.000000 Penalty: 5094.935547
	Iteration 10F: 3 clusters Score -5625662 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5627029.500000 Penalty: 5094.935547
	Iteration 11Q: 3 clusters Score -5627030 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5628027.000000 Penalty: 5094.935547
	Iteration 12Q: 3 clusters Score -5628027 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5628579.000000 Penalty: 5094.935547
	Iteration 13Q: 3 clusters Score -5628579 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5628943.000000 Penalty: 5094.935547
	Iteration 14Q: 3 clusters Score -5628943 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -5629117.000000 Penalty: 5094.935547
	Iteration 15Q: 3 clusters Score -5629117 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -5629192.000000 Penalty: 5094.935547
	Iteration 16Q: 3 clusters Score -5629192 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5629203.500000 Penalty: 5094.935547
	Iteration 17Q: 3 clusters Score -5629204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5629247.000000 Penalty: 5094.935547
	Iteration 18Q: 3 clusters Score -5629247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5629277.000000 Penalty: 5094.935547
	Iteration 19Q: 3 clusters Score -5629277 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -5629270.500000 Penalty: 5094.935547
	Iteration 20F: 3 clusters Score -5629270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5629274.000000 Penalty: 5094.935547
	Iteration 21Q: 3 clusters Score -5629274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5629277.500000 Penalty: 5094.935547
	Iteration 22Q: 3 clusters Score -5629278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5629285.000000 Penalty: 5094.935547
	Iteration 23Q: 3 clusters Score -5629285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5629281.000000 Penalty: 5094.935547
	Iteration 24Q: 3 clusters Score -5629281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5629281.500000 Penalty: 5094.935547
	Iteration 25Q: 3 clusters Score -5629282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5629281.000000 Penalty: 5094.935547
	Iteration 26Q: 3 clusters Score -5629281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5629282.500000 Penalty: 5094.935547
	Iteration 27Q: 3 clusters Score -5629282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5629286.500000 Penalty: 5094.935547
	Iteration 28Q: 3 clusters Score -5629286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5629291.000000 Penalty: 5094.935547
	Iteration 29Q: 3 clusters Score -5629291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5629292.000000 Penalty: 5094.935547
	Iteration 30Q: 3 clusters Score -5629292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5629293.000000 Penalty: 5094.935547
	Iteration 31Q: 3 clusters Score -5629293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5629297.000000 Penalty: 5094.935547
	Iteration 32Q: 3 clusters Score -5629297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5629295.000000 Penalty: 5094.935547
	Iteration 33Q: 3 clusters Score -5629295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5629299.000000 Penalty: 5094.935547
	Iteration 34Q: 3 clusters Score -5629299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5629298.500000 Penalty: 5094.935547
	Iteration 35Q: 3 clusters Score -5629298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5629298.500000 Penalty: 5094.935547
	Iteration 36F: 3 clusters Score -5629298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (24978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Entering Unmasked Estep 
Score: -5120087.500000 Penalty: 2511.186035
	Iteration 0F: 2 clusters Score -5120088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -5104651.500000 Penalty: 5022.372070
	Iteration 0F: 3 clusters Score -5104652 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5110609.000000 Penalty: 5022.372070
	Iteration 1F: 3 clusters Score -5110609 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5111035.500000 Penalty: 5022.372070
	Iteration 2F: 3 clusters Score -5111036 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5111426.500000 Penalty: 5022.372070
	Iteration 3Q: 3 clusters Score -5111426 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -5111746.000000 Penalty: 5022.372070
	Iteration 4Q: 3 clusters Score -5111746 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -5111965.000000 Penalty: 5022.372070
	Iteration 5Q: 3 clusters Score -5111965 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5112230.500000 Penalty: 5022.372070
	Iteration 6Q: 3 clusters Score -5112230 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -5112508.000000 Penalty: 5022.372070
	Iteration 7Q: 3 clusters Score -5112508 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -5112916.000000 Penalty: 5022.372070
	Iteration 8Q: 3 clusters Score -5112916 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5113407.500000 Penalty: 5022.372070
	Iteration 9Q: 3 clusters Score -5113408 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -5114230.000000 Penalty: 5022.372070
	Iteration 10Q: 3 clusters Score -5114230 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -5115379.500000 Penalty: 5022.372070
	Iteration 11F: 3 clusters Score -5115380 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5116423.500000 Penalty: 5022.372070
	Iteration 12F: 3 clusters Score -5116424 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5117110.000000 Penalty: 5022.372070
	Iteration 13Q: 3 clusters Score -5117110 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -5117581.500000 Penalty: 5022.372070
	Iteration 14Q: 3 clusters Score -5117582 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5117954.000000 Penalty: 5022.372070
	Iteration 15Q: 3 clusters Score -5117954 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -5118223.500000 Penalty: 5022.372070
	Iteration 16Q: 3 clusters Score -5118224 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -5118465.500000 Penalty: 5022.372070
	Iteration 17Q: 3 clusters Score -5118466 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -5118629.000000 Penalty: 5022.372070
	Iteration 18Q: 3 clusters Score -5118629 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -5118785.500000 Penalty: 5022.372070
	Iteration 19Q: 3 clusters Score -5118786 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -5118869.000000 Penalty: 5022.372070
	Iteration 20F: 3 clusters Score -5118869 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -5118894.000000 Penalty: 5022.372070
	Iteration 21Q: 3 clusters Score -5118894 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -5118864.500000 Penalty: 5022.372070
	Iteration 22Q: 3 clusters Score -5118864 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -5118886.000000 Penalty: 5022.372070
	Iteration 23Q: 3 clusters Score -5118886 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5118883.000000 Penalty: 5022.372070
	Iteration 24Q: 3 clusters Score -5118883 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -5118821.500000 Penalty: 5022.372070
	Iteration 25Q: 3 clusters Score -5118822 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5118724.000000 Penalty: 5022.372070
	Iteration 26Q: 3 clusters Score -5118724 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5118639.500000 Penalty: 5022.372070
	Iteration 27Q: 3 clusters Score -5118640 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5118522.000000 Penalty: 5022.372070
	Iteration 28Q: 3 clusters Score -5118522 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -5118366.500000 Penalty: 5022.372070
	Iteration 29Q: 3 clusters Score -5118366 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5118291.000000 Penalty: 5022.372070
	Iteration 30Q: 3 clusters Score -5118291 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -5118197.000000 Penalty: 5022.372070
	Iteration 31Q: 3 clusters Score -5118197 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5117938.500000 Penalty: 5022.372070
	Iteration 32Q: 3 clusters Score -5117938 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5117873.000000 Penalty: 5022.372070
	Iteration 33Q: 3 clusters Score -5117873 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5117713.500000 Penalty: 5022.372070
	Iteration 34Q: 3 clusters Score -5117714 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -5117619.000000 Penalty: 5022.372070
	Iteration 35Q: 3 clusters Score -5117619 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5117535.000000 Penalty: 5022.372070
	Iteration 36Q: 3 clusters Score -5117535 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5117501.500000 Penalty: 5022.372070
	Iteration 37Q: 3 clusters Score -5117502 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5117434.500000 Penalty: 5022.372070
	Iteration 38Q: 3 clusters Score -5117434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -5117385.000000 Penalty: 5022.372070
	Iteration 39Q: 3 clusters Score -5117385 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -5117675.500000 Penalty: 5022.372070
	Iteration 40F: 3 clusters Score -5117676 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5117629.000000 Penalty: 5022.372070
	Iteration 41Q: 3 clusters Score -5117629 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -5117658.000000 Penalty: 5022.372070
	Iteration 42Q: 3 clusters Score -5117658 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5117572.500000 Penalty: 5022.372070
	Iteration 43Q: 3 clusters Score -5117572 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -5117550.500000 Penalty: 5022.372070
	Iteration 44Q: 3 clusters Score -5117550 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5117494.000000 Penalty: 5022.372070
	Iteration 45Q: 3 clusters Score -5117494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5117459.500000 Penalty: 5022.372070
	Iteration 46Q: 3 clusters Score -5117460 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5117415.000000 Penalty: 5022.372070
	Iteration 47Q: 3 clusters Score -5117415 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5117370.000000 Penalty: 5022.372070
	Iteration 48Q: 3 clusters Score -5117370 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5117297.500000 Penalty: 5022.372070
	Iteration 49Q: 3 clusters Score -5117298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5117237.500000 Penalty: 5022.372070
	Iteration 50Q: 3 clusters Score -5117238 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5117215.000000 Penalty: 5022.372070
	Iteration 51Q: 3 clusters Score -5117215 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5117176.500000 Penalty: 5022.372070
	Iteration 52Q: 3 clusters Score -5117176 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5117147.000000 Penalty: 5022.372070
	Iteration 53Q: 3 clusters Score -5117147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5117103.500000 Penalty: 5022.372070
	Iteration 54Q: 3 clusters Score -5117104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -5117071.500000 Penalty: 5022.372070
	Iteration 55Q: 3 clusters Score -5117072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -5117047.000000 Penalty: 5022.372070
	Iteration 56Q: 3 clusters Score -5117047 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5117047.000000 Penalty: 5022.372070
	Iteration 57Q: 3 clusters Score -5117047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5117049.000000 Penalty: 5022.372070
	Iteration 58Q: 3 clusters Score -5117049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5117039.000000 Penalty: 5022.372070
	Iteration 59Q: 3 clusters Score -5117039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -5117040.500000 Penalty: 5022.372070
	Iteration 60F: 3 clusters Score -5117040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5117033.000000 Penalty: 5022.372070
	Iteration 61Q: 3 clusters Score -5117033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5117026.500000 Penalty: 5022.372070
	Iteration 62Q: 3 clusters Score -5117026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5117034.000000 Penalty: 5022.372070
	Iteration 63Q: 3 clusters Score -5117034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -5117033.500000 Penalty: 5022.372070
	Iteration 64Q: 3 clusters Score -5117034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5117033.500000 Penalty: 5022.372070
	Iteration 65Q: 3 clusters Score -5117034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5117016.000000 Penalty: 5022.372070
	Iteration 66Q: 3 clusters Score -5117016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5117012.500000 Penalty: 5022.372070
	Iteration 67Q: 3 clusters Score -5117012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5117019.500000 Penalty: 5022.372070
	Iteration 68Q: 3 clusters Score -5117020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -5117027.000000 Penalty: 5022.372070
	Iteration 69Q: 3 clusters Score -5117027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5117052.500000 Penalty: 5022.372070
	Iteration 70Q: 3 clusters Score -5117052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -5117078.500000 Penalty: 5022.372070
	Iteration 71Q: 3 clusters Score -5117078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -5117102.500000 Penalty: 5022.372070
	Iteration 72Q: 3 clusters Score -5117102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5117121.500000 Penalty: 5022.372070
	Iteration 73Q: 3 clusters Score -5117122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -5117108.500000 Penalty: 5022.372070
	Iteration 74Q: 3 clusters Score -5117108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5117119.500000 Penalty: 5022.372070
	Iteration 75Q: 3 clusters Score -5117120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5117128.500000 Penalty: 5022.372070
	Iteration 76Q: 3 clusters Score -5117128 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5117126.000000 Penalty: 5022.372070
	Iteration 77Q: 3 clusters Score -5117126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -5117129.000000 Penalty: 5022.372070
	Iteration 78Q: 3 clusters Score -5117129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5117127.500000 Penalty: 5022.372070
	Iteration 79Q: 3 clusters Score -5117128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5117135.000000 Penalty: 5022.372070
	Iteration 80F: 3 clusters Score -5117135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5117140.500000 Penalty: 5022.372070
	Iteration 81Q: 3 clusters Score -5117140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5117148.500000 Penalty: 5022.372070
	Iteration 82Q: 3 clusters Score -5117148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5117153.000000 Penalty: 5022.372070
	Iteration 83Q: 3 clusters Score -5117153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5117148.500000 Penalty: 5022.372070
	Iteration 84Q: 3 clusters Score -5117148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5117148.500000 Penalty: 5022.372070
	Iteration 85Q: 3 clusters Score -5117148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5117153.500000 Penalty: 5022.372070
	Iteration 86Q: 3 clusters Score -5117154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -5117167.500000 Penalty: 5022.372070
	Iteration 87Q: 3 clusters Score -5117168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5117174.500000 Penalty: 5022.372070
	Iteration 88Q: 3 clusters Score -5117174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -5117172.000000 Penalty: 5022.372070
	Iteration 89Q: 3 clusters Score -5117172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5117198.500000 Penalty: 5022.372070
	Iteration 90Q: 3 clusters Score -5117198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5117203.000000 Penalty: 5022.372070
	Iteration 91Q: 3 clusters Score -5117203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5117206.000000 Penalty: 5022.372070
	Iteration 92Q: 3 clusters Score -5117206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5117203.500000 Penalty: 5022.372070
	Iteration 93Q: 3 clusters Score -5117204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5117219.500000 Penalty: 5022.372070
	Iteration 94Q: 3 clusters Score -5117220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5117231.500000 Penalty: 5022.372070
	Iteration 95Q: 3 clusters Score -5117232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -5117262.000000 Penalty: 5022.372070
	Iteration 96Q: 3 clusters Score -5117262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5117260.500000 Penalty: 5022.372070
	Iteration 97Q: 3 clusters Score -5117260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5117275.500000 Penalty: 5022.372070
	Iteration 98Q: 3 clusters Score -5117276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -5117307.000000 Penalty: 5022.372070
	Iteration 99Q: 3 clusters Score -5117307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -5117319.000000 Penalty: 5022.372070
	Iteration 100F: 3 clusters Score -5117319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5117326.500000 Penalty: 5022.372070
	Iteration 101Q: 3 clusters Score -5117326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5117356.500000 Penalty: 5022.372070
	Iteration 102Q: 3 clusters Score -5117356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5117352.000000 Penalty: 5022.372070
	Iteration 103Q: 3 clusters Score -5117352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5117357.500000 Penalty: 5022.372070
	Iteration 104Q: 3 clusters Score -5117358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5117373.000000 Penalty: 5022.372070
	Iteration 105Q: 3 clusters Score -5117373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5117398.500000 Penalty: 5022.372070
	Iteration 106Q: 3 clusters Score -5117398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5117434.500000 Penalty: 5022.372070
	Iteration 107Q: 3 clusters Score -5117434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -5117457.500000 Penalty: 5022.372070
	Iteration 108Q: 3 clusters Score -5117458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5117461.500000 Penalty: 5022.372070
	Iteration 109Q: 3 clusters Score -5117462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5117454.500000 Penalty: 5022.372070
	Iteration 110Q: 3 clusters Score -5117454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5117466.000000 Penalty: 5022.372070
	Iteration 111Q: 3 clusters Score -5117466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5117458.000000 Penalty: 5022.372070
	Iteration 112Q: 3 clusters Score -5117458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5117465.000000 Penalty: 5022.372070
	Iteration 113Q: 3 clusters Score -5117465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5117475.500000 Penalty: 5022.372070
	Iteration 114Q: 3 clusters Score -5117476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5117484.500000 Penalty: 5022.372070
	Iteration 115Q: 3 clusters Score -5117484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5117487.000000 Penalty: 5022.372070
	Iteration 116Q: 3 clusters Score -5117487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5117490.500000 Penalty: 5022.372070
	Iteration 117Q: 3 clusters Score -5117490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5117498.000000 Penalty: 5022.372070
	Iteration 118Q: 3 clusters Score -5117498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5117496.000000 Penalty: 5022.372070
	Iteration 119Q: 3 clusters Score -5117496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5117496.000000 Penalty: 5022.372070
	Iteration 120F: 3 clusters Score -5117496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -5117495.500000 Penalty: 5022.372070
	Iteration 121Q: 3 clusters Score -5117496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5117501.000000 Penalty: 5022.372070
	Iteration 122Q: 3 clusters Score -5117501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5117501.500000 Penalty: 5022.372070
	Iteration 123Q: 3 clusters Score -5117502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5117505.000000 Penalty: 5022.372070
	Iteration 124Q: 3 clusters Score -5117505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5117515.500000 Penalty: 5022.372070
	Iteration 125Q: 3 clusters Score -5117516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -5117508.000000 Penalty: 5022.372070
	Iteration 126Q: 3 clusters Score -5117508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5117515.000000 Penalty: 5022.372070
	Iteration 127Q: 3 clusters Score -5117515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5117511.000000 Penalty: 5022.372070
	Iteration 128Q: 3 clusters Score -5117511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5117511.000000 Penalty: 5022.372070
	Iteration 129F: 3 clusters Score -5117511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20970.798828 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20970.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21104.425781 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -21104.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21118.355469 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -21118.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21118.355469 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -21118.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (22318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Entering Unmasked Estep 
Score: -4571707.500000 Penalty: 2483.260986
	Iteration 0F: 2 clusters Score -4571708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4557960.000000 Penalty: 4966.521973
	Iteration 0F: 3 clusters Score -4557960 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4563195.000000 Penalty: 4966.521973
	Iteration 1F: 3 clusters Score -4563195 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4563734.500000 Penalty: 4966.521973
	Iteration 2F: 3 clusters Score -4563734 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -4564262.000000 Penalty: 4966.521973
	Iteration 3F: 3 clusters Score -4564262 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -4564857.000000 Penalty: 4966.521973
	Iteration 4F: 3 clusters Score -4564857 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4565559.000000 Penalty: 4966.521973
	Iteration 5F: 3 clusters Score -4565559 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4566335.000000 Penalty: 4966.521973
	Iteration 6F: 3 clusters Score -4566335 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4567224.500000 Penalty: 4966.521973
	Iteration 7F: 3 clusters Score -4567224 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4568119.000000 Penalty: 4966.521973
	Iteration 8F: 3 clusters Score -4568119 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4568862.000000 Penalty: 4966.521973
	Iteration 9Q: 3 clusters Score -4568862 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4569344.500000 Penalty: 4966.521973
	Iteration 10Q: 3 clusters Score -4569344 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4569548.000000 Penalty: 4966.521973
	Iteration 11Q: 3 clusters Score -4569548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4569669.000000 Penalty: 4966.521973
	Iteration 12Q: 3 clusters Score -4569669 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4569720.500000 Penalty: 4966.521973
	Iteration 13Q: 3 clusters Score -4569720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -4569744.500000 Penalty: 4966.521973
	Iteration 14Q: 3 clusters Score -4569744 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4569771.500000 Penalty: 4966.521973
	Iteration 15Q: 3 clusters Score -4569772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4569788.000000 Penalty: 4966.521973
	Iteration 16Q: 3 clusters Score -4569788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -4569820.500000 Penalty: 4966.521973
	Iteration 17Q: 3 clusters Score -4569820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4569866.500000 Penalty: 4966.521973
	Iteration 18Q: 3 clusters Score -4569866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4569941.500000 Penalty: 4966.521973
	Iteration 19Q: 3 clusters Score -4569942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4570015.000000 Penalty: 4966.521973
	Iteration 20F: 3 clusters Score -4570015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4570061.500000 Penalty: 4966.521973
	Iteration 21Q: 3 clusters Score -4570062 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4570088.000000 Penalty: 4966.521973
	Iteration 22Q: 3 clusters Score -4570088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4570139.500000 Penalty: 4966.521973
	Iteration 23Q: 3 clusters Score -4570140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4570163.500000 Penalty: 4966.521973
	Iteration 24Q: 3 clusters Score -4570164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4570181.500000 Penalty: 4966.521973
	Iteration 25Q: 3 clusters Score -4570182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4570206.000000 Penalty: 4966.521973
	Iteration 26Q: 3 clusters Score -4570206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4570236.000000 Penalty: 4966.521973
	Iteration 27Q: 3 clusters Score -4570236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -4570254.500000 Penalty: 4966.521973
	Iteration 28Q: 3 clusters Score -4570254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4570243.500000 Penalty: 4966.521973
	Iteration 29Q: 3 clusters Score -4570244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4570247.000000 Penalty: 4966.521973
	Iteration 30Q: 3 clusters Score -4570247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4570262.500000 Penalty: 4966.521973
	Iteration 31Q: 3 clusters Score -4570262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4570264.000000 Penalty: 4966.521973
	Iteration 32Q: 3 clusters Score -4570264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4570267.500000 Penalty: 4966.521973
	Iteration 33Q: 3 clusters Score -4570268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4570281.000000 Penalty: 4966.521973
	Iteration 34Q: 3 clusters Score -4570281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4570275.500000 Penalty: 4966.521973
	Iteration 35Q: 3 clusters Score -4570276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4570288.500000 Penalty: 4966.521973
	Iteration 36Q: 3 clusters Score -4570288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4570306.000000 Penalty: 4966.521973
	Iteration 37Q: 3 clusters Score -4570306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4570307.000000 Penalty: 4966.521973
	Iteration 38Q: 3 clusters Score -4570307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4570313.000000 Penalty: 4966.521973
	Iteration 39Q: 3 clusters Score -4570313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4570319.000000 Penalty: 4966.521973
	Iteration 40F: 3 clusters Score -4570319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4570319.500000 Penalty: 4966.521973
	Iteration 41Q: 3 clusters Score -4570320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4570321.000000 Penalty: 4966.521973
	Iteration 42Q: 3 clusters Score -4570321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4570322.500000 Penalty: 4966.521973
	Iteration 43Q: 3 clusters Score -4570322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4570322.500000 Penalty: 4966.521973
	Iteration 44Q: 3 clusters Score -4570322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4570325.500000 Penalty: 4966.521973
	Iteration 45Q: 3 clusters Score -4570326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4570315.500000 Penalty: 4966.521973
	Iteration 46Q: 3 clusters Score -4570316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4570314.500000 Penalty: 4966.521973
	Iteration 47Q: 3 clusters Score -4570314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4570314.500000 Penalty: 4966.521973
	Iteration 48Q: 3 clusters Score -4570314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4570313.500000 Penalty: 4966.521973
	Iteration 49Q: 3 clusters Score -4570314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4570317.500000 Penalty: 4966.521973
	Iteration 50Q: 3 clusters Score -4570318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -4570316.000000 Penalty: 4966.521973
	Iteration 51Q: 3 clusters Score -4570316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4570315.000000 Penalty: 4966.521973
	Iteration 52Q: 3 clusters Score -4570315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -4570321.000000 Penalty: 4966.521973
	Iteration 53Q: 3 clusters Score -4570321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4570321.000000 Penalty: 4966.521973
	Iteration 54Q: 3 clusters Score -4570321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4570319.500000 Penalty: 4966.521973
	Iteration 55Q: 3 clusters Score -4570320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4570319.500000 Penalty: 4966.521973
	Iteration 56F: 3 clusters Score -4570320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Entering Unmasked Estep 
Score: -5616919.500000 Penalty: 2551.044189
	Iteration 0F: 2 clusters Score -5616920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5597744.000000 Penalty: 5102.088379
	Iteration 0F: 3 clusters Score -5597744 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5604941.500000 Penalty: 5102.088379
	Iteration 1F: 3 clusters Score -5604942 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -5605490.000000 Penalty: 5102.088379
	Iteration 2Q: 3 clusters Score -5605490 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -5606028.500000 Penalty: 5102.088379
	Iteration 3Q: 3 clusters Score -5606028 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -5606633.500000 Penalty: 5102.088379
	Iteration 4Q: 3 clusters Score -5606634 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -5607236.000000 Penalty: 5102.088379
	Iteration 5Q: 3 clusters Score -5607236 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5608024.500000 Penalty: 5102.088379
	Iteration 6Q: 3 clusters Score -5608024 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5608909.500000 Penalty: 5102.088379
	Iteration 7F: 3 clusters Score -5608910 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5609972.500000 Penalty: 5102.088379
	Iteration 8F: 3 clusters Score -5609972 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5611157.500000 Penalty: 5102.088379
	Iteration 9Q: 3 clusters Score -5611158 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -5612261.000000 Penalty: 5102.088379
	Iteration 10Q: 3 clusters Score -5612261 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -5613088.500000 Penalty: 5102.088379
	Iteration 11Q: 3 clusters Score -5613088 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5613652.000000 Penalty: 5102.088379
	Iteration 12Q: 3 clusters Score -5613652 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -5614048.500000 Penalty: 5102.088379
	Iteration 13Q: 3 clusters Score -5614048 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -5614322.000000 Penalty: 5102.088379
	Iteration 14Q: 3 clusters Score -5614322 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5614491.000000 Penalty: 5102.088379
	Iteration 15Q: 3 clusters Score -5614491 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5614600.500000 Penalty: 5102.088379
	Iteration 16Q: 3 clusters Score -5614600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -5614688.000000 Penalty: 5102.088379
	Iteration 17Q: 3 clusters Score -5614688 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -5614737.000000 Penalty: 5102.088379
	Iteration 18Q: 3 clusters Score -5614737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5614748.000000 Penalty: 5102.088379
	Iteration 19Q: 3 clusters Score -5614748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -5614773.000000 Penalty: 5102.088379
	Iteration 20F: 3 clusters Score -5614773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5614779.500000 Penalty: 5102.088379
	Iteration 21Q: 3 clusters Score -5614780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5614786.000000 Penalty: 5102.088379
	Iteration 22Q: 3 clusters Score -5614786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5614782.500000 Penalty: 5102.088379
	Iteration 23Q: 3 clusters Score -5614782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5614785.500000 Penalty: 5102.088379
	Iteration 24Q: 3 clusters Score -5614786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5614785.000000 Penalty: 5102.088379
	Iteration 25Q: 3 clusters Score -5614785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5614786.500000 Penalty: 5102.088379
	Iteration 26Q: 3 clusters Score -5614786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5614797.000000 Penalty: 5102.088379
	Iteration 27Q: 3 clusters Score -5614797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5614806.000000 Penalty: 5102.088379
	Iteration 28Q: 3 clusters Score -5614806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5614802.500000 Penalty: 5102.088379
	Iteration 29Q: 3 clusters Score -5614802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -5614802.500000 Penalty: 5102.088379
	Iteration 30F: 3 clusters Score -5614802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (31428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Entering Unmasked Estep 
Score: -6074295.000000 Penalty: 2568.152588
	Iteration 0F: 2 clusters Score -6074295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -6054490.000000 Penalty: 5136.305176
	Iteration 0F: 3 clusters Score -6054490 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6062389.500000 Penalty: 5136.305176
	Iteration 1F: 3 clusters Score -6062390 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -6062896.500000 Penalty: 5136.305176
	Iteration 2Q: 3 clusters Score -6062896 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -6063359.000000 Penalty: 5136.305176
	Iteration 3Q: 3 clusters Score -6063359 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6063910.500000 Penalty: 5136.305176
	Iteration 4Q: 3 clusters Score -6063910 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -6064623.500000 Penalty: 5136.305176
	Iteration 5F: 3 clusters Score -6064624 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6065661.000000 Penalty: 5136.305176
	Iteration 6F: 3 clusters Score -6065661 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -6067249.000000 Penalty: 5136.305176
	Iteration 7F: 3 clusters Score -6067249 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6069096.500000 Penalty: 5136.305176
	Iteration 8F: 3 clusters Score -6069096 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -6070645.000000 Penalty: 5136.305176
	Iteration 9F: 3 clusters Score -6070645 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6071387.000000 Penalty: 5136.305176
	Iteration 10Q: 3 clusters Score -6071387 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6071766.000000 Penalty: 5136.305176
	Iteration 11Q: 3 clusters Score -6071766 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -6071919.000000 Penalty: 5136.305176
	Iteration 12Q: 3 clusters Score -6071919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -6071982.500000 Penalty: 5136.305176
	Iteration 13Q: 3 clusters Score -6071982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -6072008.500000 Penalty: 5136.305176
	Iteration 14Q: 3 clusters Score -6072008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6072026.000000 Penalty: 5136.305176
	Iteration 15Q: 3 clusters Score -6072026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -6072039.000000 Penalty: 5136.305176
	Iteration 16Q: 3 clusters Score -6072039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -6072053.500000 Penalty: 5136.305176
	Iteration 17Q: 3 clusters Score -6072054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -6072061.500000 Penalty: 5136.305176
	Iteration 18Q: 3 clusters Score -6072062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6072070.000000 Penalty: 5136.305176
	Iteration 19Q: 3 clusters Score -6072070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -6072074.000000 Penalty: 5136.305176
	Iteration 20F: 3 clusters Score -6072074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6072072.000000 Penalty: 5136.305176
	Iteration 21Q: 3 clusters Score -6072072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6072071.000000 Penalty: 5136.305176
	Iteration 22Q: 3 clusters Score -6072071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6072072.500000 Penalty: 5136.305176
	Iteration 23Q: 3 clusters Score -6072072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6072072.500000 Penalty: 5136.305176
	Iteration 24F: 3 clusters Score -6072072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Entering Unmasked Estep 
Score: -4119712.750000 Penalty: 2455.208008
	Iteration 0F: 2 clusters Score -4119713 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 10073 members 
Entering Unmasked Estep 
Score: -4107555.750000 Penalty: 4910.416016
	Iteration 0F: 3 clusters Score -4107556 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4112290.000000 Penalty: 4910.416016
	Iteration 1F: 3 clusters Score -4112290 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4112748.500000 Penalty: 4910.416016
	Iteration 2F: 3 clusters Score -4112748 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -4113100.250000 Penalty: 4910.416016
	Iteration 3F: 3 clusters Score -4113100 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4113396.250000 Penalty: 4910.416016
	Iteration 4F: 3 clusters Score -4113396 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -4113735.250000 Penalty: 4910.416016
	Iteration 5F: 3 clusters Score -4113735 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4114280.250000 Penalty: 4910.416016
	Iteration 6F: 3 clusters Score -4114280 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -4114795.750000 Penalty: 4910.416016
	Iteration 7F: 3 clusters Score -4114796 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4115284.500000 Penalty: 4910.416016
	Iteration 8Q: 3 clusters Score -4115284 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4115806.250000 Penalty: 4910.416016
	Iteration 9Q: 3 clusters Score -4115806 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4116290.000000 Penalty: 4910.416016
	Iteration 10Q: 3 clusters Score -4116290 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4116663.000000 Penalty: 4910.416016
	Iteration 11Q: 3 clusters Score -4116663 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4116926.500000 Penalty: 4910.416016
	Iteration 12Q: 3 clusters Score -4116926 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4117128.250000 Penalty: 4910.416016
	Iteration 13Q: 3 clusters Score -4117128 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4117273.500000 Penalty: 4910.416016
	Iteration 14Q: 3 clusters Score -4117274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4117359.750000 Penalty: 4910.416016
	Iteration 15Q: 3 clusters Score -4117360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4117400.250000 Penalty: 4910.416016
	Iteration 16Q: 3 clusters Score -4117400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4117445.000000 Penalty: 4910.416016
	Iteration 17Q: 3 clusters Score -4117445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4117477.250000 Penalty: 4910.416016
	Iteration 18Q: 3 clusters Score -4117477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4117492.750000 Penalty: 4910.416016
	Iteration 19Q: 3 clusters Score -4117493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4117504.250000 Penalty: 4910.416016
	Iteration 20F: 3 clusters Score -4117504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4117508.250000 Penalty: 4910.416016
	Iteration 21Q: 3 clusters Score -4117508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4117524.250000 Penalty: 4910.416016
	Iteration 22Q: 3 clusters Score -4117524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -4117528.250000 Penalty: 4910.416016
	Iteration 23Q: 3 clusters Score -4117528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4117538.250000 Penalty: 4910.416016
	Iteration 24Q: 3 clusters Score -4117538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4117539.750000 Penalty: 4910.416016
	Iteration 25Q: 3 clusters Score -4117540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -4117539.750000 Penalty: 4910.416016
	Iteration 26F: 3 clusters Score -4117540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1698 members 
Mstep: Class 3 contains 29526 members 
Mstep: Class 4 contains 25132 members 
Mstep: Class 5 contains 28864 members 
Mstep: Class 6 contains 4228 members 
Mstep: Class 7 contains 21791 members 
Mstep: Class 8 contains 24868 members 
Mstep: Class 9 contains 33637 members 
Mstep: Class 10 contains 29381 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30085 members 
Mstep: Class 13 contains 19632 members 
Mstep: Class 14 contains 44304 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9873 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 31005 members 
Mstep: Class 19 contains 26521 members 
Mstep: Class 20 contains 23855 members 
Mstep: Class 21 contains 44126 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26746 members 
Mstep: Class 24 contains 24400 members 
Mstep: Class 25 contains 32103 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32810 members 
Mstep: Class 28 contains 21812 members 
Mstep: Class 29 contains 28212 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25731 members 
Mstep: Class 33 contains 21577 members 
Mstep: Class 34 contains 24694 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25894 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19991 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28913 members 
Mstep: Class 41 contains 24978 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22318 members 
Mstep: Class 44 contains 29333 members 
Mstep: Class 45 contains 31428 members 
Mstep: Class 46 contains 19931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457440.000000 Penalty: 156710.000000
Iteration 359Q: 47 clusters Score -1.774574e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 25128 members 
Mstep: Class 5 contains 28859 members 
Mstep: Class 6 contains 4227 members 
Mstep: Class 7 contains 21776 members 
Mstep: Class 8 contains 24867 members 
Mstep: Class 9 contains 33626 members 
Mstep: Class 10 contains 29179 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30072 members 
Mstep: Class 13 contains 19615 members 
Mstep: Class 14 contains 44376 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9876 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 31016 members 
Mstep: Class 19 contains 26552 members 
Mstep: Class 20 contains 23856 members 
Mstep: Class 21 contains 44123 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26770 members 
Mstep: Class 24 contains 24391 members 
Mstep: Class 25 contains 32101 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32821 members 
Mstep: Class 28 contains 21831 members 
Mstep: Class 29 contains 28203 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25729 members 
Mstep: Class 33 contains 21576 members 
Mstep: Class 34 contains 24688 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25902 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19998 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28907 members 
Mstep: Class 41 contains 24972 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22328 members 
Mstep: Class 44 contains 29330 members 
Mstep: Class 45 contains 31414 members 
Mstep: Class 46 contains 19940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457984.000000 Penalty: 156710.000000
Iteration 360F: 47 clusters Score -1.77458e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 29527 members 
Mstep: Class 4 contains 25116 members 
Mstep: Class 5 contains 28852 members 
Mstep: Class 6 contains 4225 members 
Mstep: Class 7 contains 21746 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 33604 members 
Mstep: Class 10 contains 28981 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30062 members 
Mstep: Class 13 contains 19603 members 
Mstep: Class 14 contains 44434 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30998 members 
Mstep: Class 19 contains 26569 members 
Mstep: Class 20 contains 23850 members 
Mstep: Class 21 contains 44126 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26774 members 
Mstep: Class 24 contains 24382 members 
Mstep: Class 25 contains 32109 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32851 members 
Mstep: Class 28 contains 21848 members 
Mstep: Class 29 contains 28201 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 25712 members 
Mstep: Class 33 contains 21573 members 
Mstep: Class 34 contains 24690 members 
Mstep: Class 35 contains 2369 members 
Mstep: Class 36 contains 25896 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20009 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28906 members 
Mstep: Class 41 contains 24962 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22347 members 
Mstep: Class 44 contains 29324 members 
Mstep: Class 45 contains 31396 members 
Mstep: Class 46 contains 19946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458384.000000 Penalty: 156710.000000
Iteration 361Q: 47 clusters Score -1.774584e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 29526 members 
Mstep: Class 4 contains 25106 members 
Mstep: Class 5 contains 28847 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 21723 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 33586 members 
Mstep: Class 10 contains 28681 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30058 members 
Mstep: Class 13 contains 19585 members 
Mstep: Class 14 contains 44493 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 30990 members 
Mstep: Class 19 contains 26552 members 
Mstep: Class 20 contains 23855 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26735 members 
Mstep: Class 24 contains 24364 members 
Mstep: Class 25 contains 32106 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32874 members 
Mstep: Class 28 contains 21871 members 
Mstep: Class 29 contains 28202 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1794 members 
Mstep: Class 32 contains 25723 members 
Mstep: Class 33 contains 21571 members 
Mstep: Class 34 contains 24687 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25903 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20022 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28875 members 
Mstep: Class 41 contains 24954 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22359 members 
Mstep: Class 44 contains 29297 members 
Mstep: Class 45 contains 31369 members 
Mstep: Class 46 contains 19960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458528.000000 Penalty: 156710.000000
Iteration 362Q: 47 clusters Score -1.774585e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 29534 members 
Mstep: Class 4 contains 25095 members 
Mstep: Class 5 contains 28851 members 
Mstep: Class 6 contains 4222 members 
Mstep: Class 7 contains 21685 members 
Mstep: Class 8 contains 24871 members 
Mstep: Class 9 contains 33552 members 
Mstep: Class 10 contains 28127 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30059 members 
Mstep: Class 13 contains 19581 members 
Mstep: Class 14 contains 44536 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 31005 members 
Mstep: Class 19 contains 26490 members 
Mstep: Class 20 contains 23851 members 
Mstep: Class 21 contains 44046 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26695 members 
Mstep: Class 24 contains 24356 members 
Mstep: Class 25 contains 32098 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32868 members 
Mstep: Class 28 contains 21888 members 
Mstep: Class 29 contains 28167 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 25713 members 
Mstep: Class 33 contains 21569 members 
Mstep: Class 34 contains 24690 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25907 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20033 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28864 members 
Mstep: Class 41 contains 24931 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22364 members 
Mstep: Class 44 contains 29261 members 
Mstep: Class 45 contains 31364 members 
Mstep: Class 46 contains 19971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459232.000000 Penalty: 156710.000000
Iteration 363Q: 47 clusters Score -1.774592e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 29546 members 
Mstep: Class 4 contains 25086 members 
Mstep: Class 5 contains 28841 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 21641 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 33475 members 
Mstep: Class 10 contains 27048 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30046 members 
Mstep: Class 13 contains 19575 members 
Mstep: Class 14 contains 44619 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 31075 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 20 contains 23839 members 
Mstep: Class 21 contains 43979 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26553 members 
Mstep: Class 24 contains 24361 members 
Mstep: Class 25 contains 32083 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32861 members 
Mstep: Class 28 contains 21901 members 
Mstep: Class 29 contains 28120 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 1789 members 
Mstep: Class 32 contains 25672 members 
Mstep: Class 33 contains 21576 members 
Mstep: Class 34 contains 24695 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 25899 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20053 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 28841 members 
Mstep: Class 41 contains 24908 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22367 members 
Mstep: Class 44 contains 29216 members 
Mstep: Class 45 contains 31320 members 
Mstep: Class 46 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459584.000000 Penalty: 156710.000000
Iteration 364Q: 47 clusters Score -1.774596e+08 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51788 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 29544 members 
Mstep: Class 4 contains 25084 members 
Mstep: Class 5 contains 28848 members 
Mstep: Class 6 contains 4199 members 
Mstep: Class 7 contains 21555 members 
Mstep: Class 8 contains 24882 members 
Mstep: Class 9 contains 33415 members 
Mstep: Class 10 contains 24527 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30064 members 
Mstep: Class 13 contains 19577 members 
Mstep: Class 14 contains 44763 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9597 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 31219 members 
Mstep: Class 19 contains 26033 members 
Mstep: Class 20 contains 23823 members 
Mstep: Class 21 contains 43884 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26402 members 
Mstep: Class 24 contains 24356 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32845 members 
Mstep: Class 28 contains 21889 members 
Mstep: Class 29 contains 28039 members 
Mstep: Class 30 contains 227 members 
Mstep: Class 31 contains 1786 members 
Mstep: Class 32 contains 25552 members 
Mstep: Class 33 contains 21568 members 
Mstep: Class 34 contains 24713 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 25889 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20061 members 
Mstep: Class 39 contains 484 members 
Mstep: Class 40 contains 28841 members 
Mstep: Class 41 contains 24894 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22368 members 
Mstep: Class 44 contains 29163 members 
Mstep: Class 45 contains 31294 members 
Mstep: Class 46 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455600.000000 Penalty: 156710.000000
Iteration 365Q: 47 clusters Score -1.774556e+08 nChanged 13739
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 1688 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 25052 members 
Mstep: Class 5 contains 28857 members 
Mstep: Class 6 contains 4198 members 
Mstep: Class 7 contains 21583 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 33439 members 
Mstep: Class 10 contains 19858 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30077 members 
Mstep: Class 13 contains 19558 members 
Mstep: Class 14 contains 45184 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9487 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 31560 members 
Mstep: Class 19 contains 25913 members 
Mstep: Class 20 contains 23804 members 
Mstep: Class 21 contains 43869 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26347 members 
Mstep: Class 24 contains 24339 members 
Mstep: Class 25 contains 32109 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32870 members 
Mstep: Class 28 contains 21876 members 
Mstep: Class 29 contains 27920 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 25521 members 
Mstep: Class 33 contains 21570 members 
Mstep: Class 34 contains 24723 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25887 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20074 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28861 members 
Mstep: Class 41 contains 24887 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22355 members 
Mstep: Class 44 contains 29173 members 
Mstep: Class 45 contains 31314 members 
Mstep: Class 46 contains 20026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177445488.000000 Penalty: 156710.000000
Iteration 366Q: 47 clusters Score -1.774455e+08 nChanged 14325
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 29493 members 
Mstep: Class 4 contains 25038 members 
Mstep: Class 5 contains 28875 members 
Mstep: Class 6 contains 4214 members 
Mstep: Class 7 contains 21846 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 33657 members 
Mstep: Class 10 contains 15563 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 19541 members 
Mstep: Class 14 contains 45958 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 32028 members 
Mstep: Class 19 contains 26270 members 
Mstep: Class 20 contains 23786 members 
Mstep: Class 21 contains 44035 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 26676 members 
Mstep: Class 24 contains 24335 members 
Mstep: Class 25 contains 32191 members 
Mstep: Class 26 contains 195 members 
Mstep: Class 27 contains 32989 members 
Mstep: Class 28 contains 21850 members 
Mstep: Class 29 contains 27856 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1771 members 
Mstep: Class 32 contains 25586 members 
Mstep: Class 33 contains 21567 members 
Mstep: Class 34 contains 24729 members 
Mstep: Class 35 contains 2369 members 
Mstep: Class 36 contains 25893 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20093 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28907 members 
Mstep: Class 41 contains 24898 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22341 members 
Mstep: Class 44 contains 29317 members 
Mstep: Class 45 contains 31433 members 
Mstep: Class 46 contains 20045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443312.000000 Penalty: 156710.000000
Iteration 367Q: 47 clusters Score -1.774433e+08 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 29429 members 
Mstep: Class 4 contains 25016 members 
Mstep: Class 5 contains 28911 members 
Mstep: Class 6 contains 4224 members 
Mstep: Class 7 contains 22137 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 33877 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30184 members 
Mstep: Class 13 contains 19530 members 
Mstep: Class 14 contains 47067 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9607 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 32362 members 
Mstep: Class 19 contains 26674 members 
Mstep: Class 20 contains 23785 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27008 members 
Mstep: Class 24 contains 24352 members 
Mstep: Class 25 contains 32200 members 
Mstep: Class 26 contains 194 members 
Mstep: Class 27 contains 33065 members 
Mstep: Class 28 contains 21814 members 
Mstep: Class 29 contains 27890 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1765 members 
Mstep: Class 32 contains 25692 members 
Mstep: Class 33 contains 21576 members 
Mstep: Class 34 contains 24753 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 25904 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20119 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28911 members 
Mstep: Class 41 contains 24909 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22345 members 
Mstep: Class 44 contains 29386 members 
Mstep: Class 45 contains 31516 members 
Mstep: Class 46 contains 20075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447072.000000 Penalty: 156710.000000
Iteration 368Q: 47 clusters Score -1.774471e+08 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 24985 members 
Mstep: Class 5 contains 28931 members 
Mstep: Class 6 contains 4223 members 
Mstep: Class 7 contains 22208 members 
Mstep: Class 8 contains 24881 members 
Mstep: Class 9 contains 33981 members 
Mstep: Class 10 contains 12129 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30171 members 
Mstep: Class 13 contains 19555 members 
Mstep: Class 14 contains 48827 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32512 members 
Mstep: Class 19 contains 26913 members 
Mstep: Class 20 contains 23796 members 
Mstep: Class 21 contains 44076 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27173 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 32190 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33075 members 
Mstep: Class 28 contains 21794 members 
Mstep: Class 29 contains 27751 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1758 members 
Mstep: Class 32 contains 25667 members 
Mstep: Class 33 contains 21605 members 
Mstep: Class 34 contains 24784 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 25912 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20153 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28865 members 
Mstep: Class 41 contains 24922 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22366 members 
Mstep: Class 44 contains 29354 members 
Mstep: Class 45 contains 31504 members 
Mstep: Class 46 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450464.000000 Penalty: 156710.000000
Iteration 369Q: 47 clusters Score -1.774505e+08 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 28930 members 
Mstep: Class 4 contains 24958 members 
Mstep: Class 5 contains 28964 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 22154 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 34015 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30146 members 
Mstep: Class 13 contains 19593 members 
Mstep: Class 14 contains 51628 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32602 members 
Mstep: Class 19 contains 27061 members 
Mstep: Class 20 contains 23809 members 
Mstep: Class 21 contains 43830 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27121 members 
Mstep: Class 24 contains 24380 members 
Mstep: Class 25 contains 32178 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33081 members 
Mstep: Class 28 contains 21763 members 
Mstep: Class 29 contains 27280 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1752 members 
Mstep: Class 32 contains 25376 members 
Mstep: Class 33 contains 21649 members 
Mstep: Class 34 contains 24812 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 25946 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20166 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28896 members 
Mstep: Class 41 contains 24954 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22379 members 
Mstep: Class 44 contains 29305 members 
Mstep: Class 45 contains 31452 members 
Mstep: Class 46 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451216.000000 Penalty: 156710.000000
Iteration 370Q: 47 clusters Score -1.774512e+08 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 28532 members 
Mstep: Class 4 contains 24906 members 
Mstep: Class 5 contains 28998 members 
Mstep: Class 6 contains 4187 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 24907 members 
Mstep: Class 9 contains 34028 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30133 members 
Mstep: Class 13 contains 19611 members 
Mstep: Class 14 contains 55029 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 32668 members 
Mstep: Class 19 contains 27185 members 
Mstep: Class 20 contains 23827 members 
Mstep: Class 21 contains 43546 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27008 members 
Mstep: Class 24 contains 24401 members 
Mstep: Class 25 contains 32192 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33113 members 
Mstep: Class 28 contains 21757 members 
Mstep: Class 29 contains 26339 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1750 members 
Mstep: Class 32 contains 24685 members 
Mstep: Class 33 contains 21678 members 
Mstep: Class 34 contains 24845 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 25952 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20173 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28975 members 
Mstep: Class 41 contains 24986 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22410 members 
Mstep: Class 44 contains 29311 members 
Mstep: Class 45 contains 31437 members 
Mstep: Class 46 contains 20100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447984.000000 Penalty: 156710.000000
Iteration 371Q: 47 clusters Score -1.77448e+08 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 1671 members 
Mstep: Class 3 contains 28553 members 
Mstep: Class 4 contains 24847 members 
Mstep: Class 5 contains 29028 members 
Mstep: Class 6 contains 4192 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 24926 members 
Mstep: Class 9 contains 34081 members 
Mstep: Class 10 contains 9550 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30135 members 
Mstep: Class 13 contains 19638 members 
Mstep: Class 14 contains 56692 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32806 members 
Mstep: Class 19 contains 27316 members 
Mstep: Class 20 contains 23849 members 
Mstep: Class 21 contains 43522 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27116 members 
Mstep: Class 24 contains 24420 members 
Mstep: Class 25 contains 32312 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33214 members 
Mstep: Class 28 contains 21744 members 
Mstep: Class 29 contains 25207 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1744 members 
Mstep: Class 32 contains 23812 members 
Mstep: Class 33 contains 21706 members 
Mstep: Class 34 contains 24860 members 
Mstep: Class 35 contains 2367 members 
Mstep: Class 36 contains 25955 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20168 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29217 members 
Mstep: Class 41 contains 25027 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22458 members 
Mstep: Class 44 contains 29464 members 
Mstep: Class 45 contains 31453 members 
Mstep: Class 46 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443008.000000 Penalty: 156710.000000
Iteration 372Q: 47 clusters Score -1.77443e+08 nChanged 13253
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 29119 members 
Mstep: Class 4 contains 24797 members 
Mstep: Class 5 contains 29052 members 
Mstep: Class 6 contains 4203 members 
Mstep: Class 7 contains 21994 members 
Mstep: Class 8 contains 24943 members 
Mstep: Class 9 contains 34181 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 19662 members 
Mstep: Class 14 contains 55435 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9732 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 32891 members 
Mstep: Class 19 contains 27375 members 
Mstep: Class 20 contains 23874 members 
Mstep: Class 21 contains 43736 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27449 members 
Mstep: Class 24 contains 24457 members 
Mstep: Class 25 contains 32400 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33291 members 
Mstep: Class 28 contains 21732 members 
Mstep: Class 29 contains 24782 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1739 members 
Mstep: Class 32 contains 23549 members 
Mstep: Class 33 contains 21740 members 
Mstep: Class 34 contains 24855 members 
Mstep: Class 35 contains 2373 members 
Mstep: Class 36 contains 25973 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20136 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29369 members 
Mstep: Class 41 contains 25088 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22472 members 
Mstep: Class 44 contains 29587 members 
Mstep: Class 45 contains 31463 members 
Mstep: Class 46 contains 20119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441632.000000 Penalty: 156710.000000
Iteration 373Q: 47 clusters Score -1.774416e+08 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 29716 members 
Mstep: Class 4 contains 24745 members 
Mstep: Class 5 contains 29040 members 
Mstep: Class 6 contains 4217 members 
Mstep: Class 7 contains 22067 members 
Mstep: Class 8 contains 24960 members 
Mstep: Class 9 contains 34226 members 
Mstep: Class 10 contains 8801 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30163 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 53447 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32912 members 
Mstep: Class 19 contains 27432 members 
Mstep: Class 20 contains 23902 members 
Mstep: Class 21 contains 43991 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 27873 members 
Mstep: Class 24 contains 24479 members 
Mstep: Class 25 contains 32482 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33336 members 
Mstep: Class 28 contains 21736 members 
Mstep: Class 29 contains 24845 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1736 members 
Mstep: Class 32 contains 23709 members 
Mstep: Class 33 contains 21803 members 
Mstep: Class 34 contains 24880 members 
Mstep: Class 35 contains 2372 members 
Mstep: Class 36 contains 25997 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20131 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29340 members 
Mstep: Class 41 contains 25148 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22517 members 
Mstep: Class 44 contains 29698 members 
Mstep: Class 45 contains 31428 members 
Mstep: Class 46 contains 20129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177442144.000000 Penalty: 156710.000000
Iteration 374Q: 47 clusters Score -1.774421e+08 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 3 contains 30135 members 
Mstep: Class 4 contains 24732 members 
Mstep: Class 5 contains 29038 members 
Mstep: Class 6 contains 4216 members 
Mstep: Class 7 contains 22088 members 
Mstep: Class 8 contains 24976 members 
Mstep: Class 9 contains 34245 members 
Mstep: Class 10 contains 8559 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30139 members 
Mstep: Class 13 contains 19723 members 
Mstep: Class 14 contains 51759 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9786 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32877 members 
Mstep: Class 19 contains 27511 members 
Mstep: Class 20 contains 23952 members 
Mstep: Class 21 contains 44146 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 28316 members 
Mstep: Class 24 contains 24525 members 
Mstep: Class 25 contains 32508 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33306 members 
Mstep: Class 28 contains 21741 members 
Mstep: Class 29 contains 25153 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1731 members 
Mstep: Class 32 contains 24035 members 
Mstep: Class 33 contains 21873 members 
Mstep: Class 34 contains 24867 members 
Mstep: Class 35 contains 2368 members 
Mstep: Class 36 contains 26026 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20138 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29290 members 
Mstep: Class 41 contains 25231 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22580 members 
Mstep: Class 44 contains 29751 members 
Mstep: Class 45 contains 31326 members 
Mstep: Class 46 contains 20106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177443424.000000 Penalty: 156710.000000
Iteration 375Q: 47 clusters Score -1.774434e+08 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 3 contains 30437 members 
Mstep: Class 4 contains 24708 members 
Mstep: Class 5 contains 29026 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 22080 members 
Mstep: Class 8 contains 25028 members 
Mstep: Class 9 contains 34237 members 
Mstep: Class 10 contains 8367 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30155 members 
Mstep: Class 13 contains 19749 members 
Mstep: Class 14 contains 50364 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9835 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 32767 members 
Mstep: Class 19 contains 27623 members 
Mstep: Class 20 contains 24032 members 
Mstep: Class 21 contains 44209 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 28700 members 
Mstep: Class 24 contains 24539 members 
Mstep: Class 25 contains 32516 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33251 members 
Mstep: Class 28 contains 21748 members 
Mstep: Class 29 contains 25463 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1725 members 
Mstep: Class 32 contains 24442 members 
Mstep: Class 33 contains 21947 members 
Mstep: Class 34 contains 24833 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 26053 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20158 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29254 members 
Mstep: Class 41 contains 25329 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22650 members 
Mstep: Class 44 contains 29750 members 
Mstep: Class 45 contains 31243 members 
Mstep: Class 46 contains 20098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444416.000000 Penalty: 156710.000000
Iteration 376Q: 47 clusters Score -1.774444e+08 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 1650 members 
Mstep: Class 3 contains 30629 members 
Mstep: Class 4 contains 24687 members 
Mstep: Class 5 contains 29043 members 
Mstep: Class 6 contains 4202 members 
Mstep: Class 7 contains 22043 members 
Mstep: Class 8 contains 25064 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 8200 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30186 members 
Mstep: Class 13 contains 19775 members 
Mstep: Class 14 contains 49304 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9878 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 32610 members 
Mstep: Class 19 contains 27705 members 
Mstep: Class 20 contains 24131 members 
Mstep: Class 21 contains 44251 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 29017 members 
Mstep: Class 24 contains 24530 members 
Mstep: Class 25 contains 32490 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33217 members 
Mstep: Class 28 contains 21751 members 
Mstep: Class 29 contains 25775 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1721 members 
Mstep: Class 32 contains 24866 members 
Mstep: Class 33 contains 22015 members 
Mstep: Class 34 contains 24793 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 26098 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20201 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29165 members 
Mstep: Class 41 contains 25397 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22730 members 
Mstep: Class 44 contains 29706 members 
Mstep: Class 45 contains 31176 members 
Mstep: Class 46 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177444928.000000 Penalty: 156710.000000
Iteration 377Q: 47 clusters Score -1.774449e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 30731 members 
Mstep: Class 4 contains 24686 members 
Mstep: Class 5 contains 29079 members 
Mstep: Class 6 contains 4182 members 
Mstep: Class 7 contains 21983 members 
Mstep: Class 8 contains 25123 members 
Mstep: Class 9 contains 34264 members 
Mstep: Class 10 contains 8040 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30197 members 
Mstep: Class 13 contains 19801 members 
Mstep: Class 14 contains 48478 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9910 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 32441 members 
Mstep: Class 19 contains 27756 members 
Mstep: Class 20 contains 24227 members 
Mstep: Class 21 contains 44211 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 29284 members 
Mstep: Class 24 contains 24539 members 
Mstep: Class 25 contains 32507 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33202 members 
Mstep: Class 28 contains 21745 members 
Mstep: Class 29 contains 26100 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 25283 members 
Mstep: Class 33 contains 22096 members 
Mstep: Class 34 contains 24746 members 
Mstep: Class 35 contains 2361 members 
Mstep: Class 36 contains 26110 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20239 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29164 members 
Mstep: Class 41 contains 25422 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22791 members 
Mstep: Class 44 contains 29618 members 
Mstep: Class 45 contains 31079 members 
Mstep: Class 46 contains 20112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177446240.000000 Penalty: 156710.000000
Iteration 378Q: 47 clusters Score -1.774462e+08 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 30785 members 
Mstep: Class 4 contains 24695 members 
Mstep: Class 5 contains 29091 members 
Mstep: Class 6 contains 4176 members 
Mstep: Class 7 contains 21930 members 
Mstep: Class 8 contains 25160 members 
Mstep: Class 9 contains 34258 members 
Mstep: Class 10 contains 7933 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30191 members 
Mstep: Class 13 contains 19852 members 
Mstep: Class 14 contains 47826 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 32296 members 
Mstep: Class 19 contains 27805 members 
Mstep: Class 20 contains 24327 members 
Mstep: Class 21 contains 44151 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 29456 members 
Mstep: Class 24 contains 24551 members 
Mstep: Class 25 contains 32518 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33169 members 
Mstep: Class 28 contains 21746 members 
Mstep: Class 29 contains 26419 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 25722 members 
Mstep: Class 33 contains 22181 members 
Mstep: Class 34 contains 24723 members 
Mstep: Class 35 contains 2364 members 
Mstep: Class 36 contains 26127 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20278 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29158 members 
Mstep: Class 41 contains 25410 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22868 members 
Mstep: Class 44 contains 29498 members 
Mstep: Class 45 contains 30989 members 
Mstep: Class 46 contains 20115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177447776.000000 Penalty: 156710.000000
Iteration 379Q: 47 clusters Score -1.774478e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 30792 members 
Mstep: Class 4 contains 24679 members 
Mstep: Class 5 contains 29142 members 
Mstep: Class 6 contains 4160 members 
Mstep: Class 7 contains 21816 members 
Mstep: Class 8 contains 25196 members 
Mstep: Class 9 contains 34283 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30189 members 
Mstep: Class 13 contains 19884 members 
Mstep: Class 14 contains 47339 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9997 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 32161 members 
Mstep: Class 19 contains 27859 members 
Mstep: Class 20 contains 24435 members 
Mstep: Class 21 contains 44109 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 29541 members 
Mstep: Class 24 contains 24554 members 
Mstep: Class 25 contains 32525 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33121 members 
Mstep: Class 28 contains 21749 members 
Mstep: Class 29 contains 26757 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 26103 members 
Mstep: Class 33 contains 22239 members 
Mstep: Class 34 contains 24721 members 
Mstep: Class 35 contains 2369 members 
Mstep: Class 36 contains 26162 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20332 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29142 members 
Mstep: Class 41 contains 25378 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22944 members 
Mstep: Class 44 contains 29356 members 
Mstep: Class 45 contains 30917 members 
Mstep: Class 46 contains 20109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449728.000000 Penalty: 156710.000000
Iteration 380F: 47 clusters Score -1.774497e+08 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 30759 members 
Mstep: Class 4 contains 24672 members 
Mstep: Class 5 contains 29144 members 
Mstep: Class 6 contains 4144 members 
Mstep: Class 7 contains 21472 members 
Mstep: Class 8 contains 25231 members 
Mstep: Class 9 contains 34283 members 
Mstep: Class 10 contains 7650 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30186 members 
Mstep: Class 13 contains 19880 members 
Mstep: Class 14 contains 47316 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10036 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 32050 members 
Mstep: Class 19 contains 27881 members 
Mstep: Class 20 contains 24503 members 
Mstep: Class 21 contains 43974 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 29492 members 
Mstep: Class 24 contains 24544 members 
Mstep: Class 25 contains 32554 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 33106 members 
Mstep: Class 28 contains 21772 members 
Mstep: Class 29 contains 26731 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 26017 members 
Mstep: Class 33 contains 22315 members 
Mstep: Class 34 contains 24721 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 26182 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20361 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29144 members 
Mstep: Class 41 contains 25358 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23044 members 
Mstep: Class 44 contains 29281 members 
Mstep: Class 45 contains 30836 members 
Mstep: Class 46 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448304.000000 Penalty: 156710.000000
Iteration 381Q: 47 clusters Score -1.774483e+08 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 30812 members 
Mstep: Class 4 contains 24673 members 
Mstep: Class 5 contains 29128 members 
Mstep: Class 6 contains 4133 members 
Mstep: Class 7 contains 21277 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 34313 members 
Mstep: Class 10 contains 7608 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30196 members 
Mstep: Class 13 contains 19855 members 
Mstep: Class 14 contains 47169 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10124 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 31960 members 
Mstep: Class 19 contains 27978 members 
Mstep: Class 20 contains 24558 members 
Mstep: Class 21 contains 43904 members 
Mstep: Class 22 contains 763 members 
Mstep: Class 23 contains 29418 members 
Mstep: Class 24 contains 24518 members 
Mstep: Class 25 contains 32582 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33106 members 
Mstep: Class 28 contains 21817 members 
Mstep: Class 29 contains 26850 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1720 members 
Mstep: Class 32 contains 26175 members 
Mstep: Class 33 contains 22396 members 
Mstep: Class 34 contains 24711 members 
Mstep: Class 35 contains 2371 members 
Mstep: Class 36 contains 26192 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20404 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29141 members 
Mstep: Class 41 contains 25318 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23146 members 
Mstep: Class 44 contains 29238 members 
Mstep: Class 45 contains 30790 members 
Mstep: Class 46 contains 20144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448272.000000 Penalty: 156710.000000
Iteration 382Q: 47 clusters Score -1.774483e+08 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 30828 members 
Mstep: Class 4 contains 24665 members 
Mstep: Class 5 contains 29103 members 
Mstep: Class 6 contains 4121 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 25309 members 
Mstep: Class 9 contains 34344 members 
Mstep: Class 10 contains 7567 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30218 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 46915 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 31933 members 
Mstep: Class 19 contains 28062 members 
Mstep: Class 20 contains 24592 members 
Mstep: Class 21 contains 43831 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 29336 members 
Mstep: Class 24 contains 24477 members 
Mstep: Class 25 contains 32556 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33100 members 
Mstep: Class 28 contains 21846 members 
Mstep: Class 29 contains 27039 members 
Mstep: Class 30 contains 226 members 
Mstep: Class 31 contains 1719 members 
Mstep: Class 32 contains 26436 members 
Mstep: Class 33 contains 22489 members 
Mstep: Class 34 contains 24710 members 
Mstep: Class 35 contains 2372 members 
Mstep: Class 36 contains 26182 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20471 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29143 members 
Mstep: Class 41 contains 25314 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23230 members 
Mstep: Class 44 contains 29194 members 
Mstep: Class 45 contains 30761 members 
Mstep: Class 46 contains 20191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177448656.000000 Penalty: 156710.000000
Iteration 383Q: 47 clusters Score -1.774487e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 30881 members 
Mstep: Class 4 contains 24647 members 
Mstep: Class 5 contains 29045 members 
Mstep: Class 6 contains 4112 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 25348 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 10 contains 7563 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30249 members 
Mstep: Class 13 contains 19801 members 
Mstep: Class 14 contains 46572 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10243 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 31920 members 
Mstep: Class 19 contains 28104 members 
Mstep: Class 20 contains 24644 members 
Mstep: Class 21 contains 43757 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 24460 members 
Mstep: Class 25 contains 32562 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33090 members 
Mstep: Class 28 contains 21897 members 
Mstep: Class 29 contains 27299 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1718 members 
Mstep: Class 32 contains 26716 members 
Mstep: Class 33 contains 22573 members 
Mstep: Class 34 contains 24736 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 26192 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20519 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29094 members 
Mstep: Class 41 contains 25295 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23289 members 
Mstep: Class 44 contains 29185 members 
Mstep: Class 45 contains 30735 members 
Mstep: Class 46 contains 20229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177449232.000000 Penalty: 156710.000000
Iteration 384Q: 47 clusters Score -1.774492e+08 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53329 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 30935 members 
Mstep: Class 4 contains 24621 members 
Mstep: Class 5 contains 28985 members 
Mstep: Class 6 contains 4109 members 
Mstep: Class 7 contains 20771 members 
Mstep: Class 8 contains 25396 members 
Mstep: Class 9 contains 34414 members 
Mstep: Class 10 contains 7568 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30259 members 
Mstep: Class 13 contains 19808 members 
Mstep: Class 14 contains 46246 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10279 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 31930 members 
Mstep: Class 19 contains 28202 members 
Mstep: Class 20 contains 24680 members 
Mstep: Class 21 contains 43696 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 29138 members 
Mstep: Class 24 contains 24448 members 
Mstep: Class 25 contains 32594 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33056 members 
Mstep: Class 28 contains 21950 members 
Mstep: Class 29 contains 27618 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1717 members 
Mstep: Class 32 contains 26952 members 
Mstep: Class 33 contains 22656 members 
Mstep: Class 34 contains 24731 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 26196 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20554 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29058 members 
Mstep: Class 41 contains 25307 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23320 members 
Mstep: Class 44 contains 29143 members 
Mstep: Class 45 contains 30695 members 
Mstep: Class 46 contains 20255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450000.000000 Penalty: 156710.000000
Iteration 385Q: 47 clusters Score -1.7745e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 31011 members 
Mstep: Class 4 contains 24585 members 
Mstep: Class 5 contains 28972 members 
Mstep: Class 6 contains 4103 members 
Mstep: Class 7 contains 20612 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 9 contains 34427 members 
Mstep: Class 10 contains 7575 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30244 members 
Mstep: Class 13 contains 19795 members 
Mstep: Class 14 contains 45930 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10312 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 31966 members 
Mstep: Class 19 contains 28255 members 
Mstep: Class 20 contains 24714 members 
Mstep: Class 21 contains 43615 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 29018 members 
Mstep: Class 24 contains 24442 members 
Mstep: Class 25 contains 32594 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 21986 members 
Mstep: Class 29 contains 27900 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 27188 members 
Mstep: Class 33 contains 22742 members 
Mstep: Class 34 contains 24733 members 
Mstep: Class 35 contains 2382 members 
Mstep: Class 36 contains 26230 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20614 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29055 members 
Mstep: Class 41 contains 25308 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23349 members 
Mstep: Class 44 contains 29115 members 
Mstep: Class 45 contains 30639 members 
Mstep: Class 46 contains 20270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450560.000000 Penalty: 156710.000000
Iteration 386Q: 47 clusters Score -1.774506e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 31028 members 
Mstep: Class 4 contains 24589 members 
Mstep: Class 5 contains 28939 members 
Mstep: Class 6 contains 4098 members 
Mstep: Class 7 contains 20418 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 34439 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30220 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 45662 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 32009 members 
Mstep: Class 19 contains 28355 members 
Mstep: Class 20 contains 24746 members 
Mstep: Class 21 contains 43541 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 24423 members 
Mstep: Class 25 contains 32586 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 33028 members 
Mstep: Class 28 contains 22012 members 
Mstep: Class 29 contains 28203 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 27394 members 
Mstep: Class 33 contains 22827 members 
Mstep: Class 34 contains 24700 members 
Mstep: Class 35 contains 2377 members 
Mstep: Class 36 contains 26278 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20648 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29053 members 
Mstep: Class 41 contains 25315 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23380 members 
Mstep: Class 44 contains 29111 members 
Mstep: Class 45 contains 30585 members 
Mstep: Class 46 contains 20305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450944.000000 Penalty: 156710.000000
Iteration 387Q: 47 clusters Score -1.774509e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 24603 members 
Mstep: Class 5 contains 28917 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 20249 members 
Mstep: Class 8 contains 25442 members 
Mstep: Class 9 contains 34453 members 
Mstep: Class 10 contains 7636 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30229 members 
Mstep: Class 13 contains 19752 members 
Mstep: Class 14 contains 45413 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10366 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 32066 members 
Mstep: Class 19 contains 28436 members 
Mstep: Class 20 contains 24796 members 
Mstep: Class 21 contains 43473 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28818 members 
Mstep: Class 24 contains 24412 members 
Mstep: Class 25 contains 32587 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32958 members 
Mstep: Class 28 contains 22020 members 
Mstep: Class 29 contains 28451 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 27590 members 
Mstep: Class 33 contains 22918 members 
Mstep: Class 34 contains 24674 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 26316 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20687 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29048 members 
Mstep: Class 41 contains 25282 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23413 members 
Mstep: Class 44 contains 29073 members 
Mstep: Class 45 contains 30578 members 
Mstep: Class 46 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451216.000000 Penalty: 156710.000000
Iteration 388Q: 47 clusters Score -1.774512e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 24616 members 
Mstep: Class 5 contains 28890 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 20075 members 
Mstep: Class 8 contains 25444 members 
Mstep: Class 9 contains 34480 members 
Mstep: Class 10 contains 7683 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30205 members 
Mstep: Class 13 contains 19748 members 
Mstep: Class 14 contains 45161 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10385 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 32120 members 
Mstep: Class 19 contains 28520 members 
Mstep: Class 20 contains 24851 members 
Mstep: Class 21 contains 43367 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28739 members 
Mstep: Class 24 contains 24433 members 
Mstep: Class 25 contains 32532 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32892 members 
Mstep: Class 28 contains 22024 members 
Mstep: Class 29 contains 28788 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 27763 members 
Mstep: Class 33 contains 23017 members 
Mstep: Class 34 contains 24653 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 26314 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20724 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29005 members 
Mstep: Class 41 contains 25238 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23445 members 
Mstep: Class 44 contains 29042 members 
Mstep: Class 45 contains 30589 members 
Mstep: Class 46 contains 20410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451472.000000 Penalty: 156710.000000
Iteration 389Q: 47 clusters Score -1.774515e+08 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 31031 members 
Mstep: Class 4 contains 24627 members 
Mstep: Class 5 contains 28863 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 19905 members 
Mstep: Class 8 contains 25456 members 
Mstep: Class 9 contains 34506 members 
Mstep: Class 10 contains 7706 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30208 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 44955 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10394 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 32171 members 
Mstep: Class 19 contains 28578 members 
Mstep: Class 20 contains 24898 members 
Mstep: Class 21 contains 43279 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 24446 members 
Mstep: Class 25 contains 32493 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32850 members 
Mstep: Class 28 contains 22035 members 
Mstep: Class 29 contains 29066 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 27879 members 
Mstep: Class 33 contains 23087 members 
Mstep: Class 34 contains 24640 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 26357 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20767 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28987 members 
Mstep: Class 41 contains 25192 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23466 members 
Mstep: Class 44 contains 29010 members 
Mstep: Class 45 contains 30598 members 
Mstep: Class 46 contains 20454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177451648.000000 Penalty: 156710.000000
Iteration 390Q: 47 clusters Score -1.774516e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 31021 members 
Mstep: Class 4 contains 24599 members 
Mstep: Class 5 contains 28835 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 19765 members 
Mstep: Class 8 contains 25474 members 
Mstep: Class 9 contains 34517 members 
Mstep: Class 10 contains 7757 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30209 members 
Mstep: Class 13 contains 19730 members 
Mstep: Class 14 contains 44735 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10406 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 32222 members 
Mstep: Class 19 contains 28662 members 
Mstep: Class 20 contains 24905 members 
Mstep: Class 21 contains 43193 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28617 members 
Mstep: Class 24 contains 24444 members 
Mstep: Class 25 contains 32459 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32827 members 
Mstep: Class 28 contains 22063 members 
Mstep: Class 29 contains 29376 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 27957 members 
Mstep: Class 33 contains 23145 members 
Mstep: Class 34 contains 24670 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 26393 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20800 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28974 members 
Mstep: Class 41 contains 25162 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23499 members 
Mstep: Class 44 contains 29000 members 
Mstep: Class 45 contains 30591 members 
Mstep: Class 46 contains 20473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452496.000000 Penalty: 156710.000000
Iteration 391Q: 47 clusters Score -1.774525e+08 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 30989 members 
Mstep: Class 4 contains 24623 members 
Mstep: Class 5 contains 28809 members 
Mstep: Class 6 contains 4057 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 8 contains 25497 members 
Mstep: Class 9 contains 34492 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30188 members 
Mstep: Class 13 contains 19690 members 
Mstep: Class 14 contains 44521 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10431 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 32279 members 
Mstep: Class 19 contains 28757 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 43069 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28588 members 
Mstep: Class 24 contains 24447 members 
Mstep: Class 25 contains 32443 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32778 members 
Mstep: Class 28 contains 22089 members 
Mstep: Class 29 contains 29723 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1714 members 
Mstep: Class 32 contains 28041 members 
Mstep: Class 33 contains 23226 members 
Mstep: Class 34 contains 24704 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 26410 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20823 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28951 members 
Mstep: Class 41 contains 25136 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23537 members 
Mstep: Class 44 contains 28977 members 
Mstep: Class 45 contains 30590 members 
Mstep: Class 46 contains 20490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453712.000000 Penalty: 156710.000000
Iteration 392Q: 47 clusters Score -1.774537e+08 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 30986 members 
Mstep: Class 4 contains 24604 members 
Mstep: Class 5 contains 28785 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 19452 members 
Mstep: Class 8 contains 25509 members 
Mstep: Class 9 contains 34478 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30157 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 44260 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10448 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 32334 members 
Mstep: Class 19 contains 28874 members 
Mstep: Class 20 contains 24892 members 
Mstep: Class 21 contains 42956 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 28578 members 
Mstep: Class 24 contains 24444 members 
Mstep: Class 25 contains 32437 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32760 members 
Mstep: Class 28 contains 22104 members 
Mstep: Class 29 contains 30058 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1714 members 
Mstep: Class 32 contains 28128 members 
Mstep: Class 33 contains 23296 members 
Mstep: Class 34 contains 24710 members 
Mstep: Class 35 contains 2388 members 
Mstep: Class 36 contains 26433 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20835 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28932 members 
Mstep: Class 41 contains 25140 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23582 members 
Mstep: Class 44 contains 28959 members 
Mstep: Class 45 contains 30574 members 
Mstep: Class 46 contains 20506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453616.000000 Penalty: 156710.000000
Iteration 393Q: 47 clusters Score -1.774536e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 1574 members 
Mstep: Class 3 contains 30997 members 
Mstep: Class 4 contains 24607 members 
Mstep: Class 5 contains 28778 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 19275 members 
Mstep: Class 8 contains 25509 members 
Mstep: Class 9 contains 34469 members 
Mstep: Class 10 contains 7908 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30134 members 
Mstep: Class 13 contains 19693 members 
Mstep: Class 14 contains 43957 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10465 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 32386 members 
Mstep: Class 19 contains 28965 members 
Mstep: Class 20 contains 24878 members 
Mstep: Class 21 contains 42873 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28547 members 
Mstep: Class 24 contains 24435 members 
Mstep: Class 25 contains 32421 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32750 members 
Mstep: Class 28 contains 22115 members 
Mstep: Class 29 contains 30348 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 28219 members 
Mstep: Class 33 contains 23367 members 
Mstep: Class 34 contains 24708 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 26455 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20858 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28897 members 
Mstep: Class 41 contains 25157 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23639 members 
Mstep: Class 44 contains 28974 members 
Mstep: Class 45 contains 30557 members 
Mstep: Class 46 contains 20543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453856.000000 Penalty: 156710.000000
Iteration 394Q: 47 clusters Score -1.774539e+08 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 31036 members 
Mstep: Class 4 contains 24624 members 
Mstep: Class 5 contains 28765 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 8 contains 25505 members 
Mstep: Class 9 contains 34466 members 
Mstep: Class 10 contains 7964 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30115 members 
Mstep: Class 13 contains 19655 members 
Mstep: Class 14 contains 43597 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10491 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 32482 members 
Mstep: Class 19 contains 29043 members 
Mstep: Class 20 contains 24877 members 
Mstep: Class 21 contains 42802 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28537 members 
Mstep: Class 24 contains 24421 members 
Mstep: Class 25 contains 32408 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32748 members 
Mstep: Class 28 contains 22137 members 
Mstep: Class 29 contains 30618 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 28299 members 
Mstep: Class 33 contains 23443 members 
Mstep: Class 34 contains 24693 members 
Mstep: Class 35 contains 2389 members 
Mstep: Class 36 contains 26464 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20871 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28831 members 
Mstep: Class 41 contains 25161 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23737 members 
Mstep: Class 44 contains 28971 members 
Mstep: Class 45 contains 30553 members 
Mstep: Class 46 contains 20588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177453296.000000 Penalty: 156710.000000
Iteration 395Q: 47 clusters Score -1.774533e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 31036 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 28729 members 
Mstep: Class 6 contains 4029 members 
Mstep: Class 7 contains 18923 members 
Mstep: Class 8 contains 25490 members 
Mstep: Class 9 contains 34437 members 
Mstep: Class 10 contains 8001 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30098 members 
Mstep: Class 13 contains 19656 members 
Mstep: Class 14 contains 43257 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10509 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 20 contains 24888 members 
Mstep: Class 21 contains 42731 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28510 members 
Mstep: Class 24 contains 24423 members 
Mstep: Class 25 contains 32425 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32764 members 
Mstep: Class 28 contains 22131 members 
Mstep: Class 29 contains 30923 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1713 members 
Mstep: Class 32 contains 28370 members 
Mstep: Class 33 contains 23509 members 
Mstep: Class 34 contains 24679 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 26504 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20892 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28775 members 
Mstep: Class 41 contains 25147 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23830 members 
Mstep: Class 44 contains 29010 members 
Mstep: Class 45 contains 30525 members 
Mstep: Class 46 contains 20615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454464.000000 Penalty: 156710.000000
Iteration 396Q: 47 clusters Score -1.774545e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 31059 members 
Mstep: Class 4 contains 24629 members 
Mstep: Class 5 contains 28722 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 18773 members 
Mstep: Class 8 contains 25461 members 
Mstep: Class 9 contains 34426 members 
Mstep: Class 10 contains 8077 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30084 members 
Mstep: Class 13 contains 19640 members 
Mstep: Class 14 contains 42951 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 32671 members 
Mstep: Class 19 contains 29172 members 
Mstep: Class 20 contains 24891 members 
Mstep: Class 21 contains 42682 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28444 members 
Mstep: Class 24 contains 24437 members 
Mstep: Class 25 contains 32422 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32769 members 
Mstep: Class 28 contains 22143 members 
Mstep: Class 29 contains 31188 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1714 members 
Mstep: Class 32 contains 28438 members 
Mstep: Class 33 contains 23564 members 
Mstep: Class 34 contains 24672 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 26531 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20919 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28756 members 
Mstep: Class 41 contains 25125 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23889 members 
Mstep: Class 44 contains 29032 members 
Mstep: Class 45 contains 30483 members 
Mstep: Class 46 contains 20649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177454496.000000 Penalty: 156710.000000
Iteration 397Q: 47 clusters Score -1.774545e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 31103 members 
Mstep: Class 4 contains 24645 members 
Mstep: Class 5 contains 28712 members 
Mstep: Class 6 contains 4019 members 
Mstep: Class 7 contains 18623 members 
Mstep: Class 8 contains 25467 members 
Mstep: Class 9 contains 34411 members 
Mstep: Class 10 contains 8157 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30078 members 
Mstep: Class 13 contains 19630 members 
Mstep: Class 14 contains 42611 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10526 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 32754 members 
Mstep: Class 19 contains 29258 members 
Mstep: Class 20 contains 24880 members 
Mstep: Class 21 contains 42638 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28442 members 
Mstep: Class 24 contains 24430 members 
Mstep: Class 25 contains 32416 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32766 members 
Mstep: Class 28 contains 22134 members 
Mstep: Class 29 contains 31421 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 28460 members 
Mstep: Class 33 contains 23621 members 
Mstep: Class 34 contains 24644 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 26558 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20949 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28732 members 
Mstep: Class 41 contains 25109 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23969 members 
Mstep: Class 44 contains 29047 members 
Mstep: Class 45 contains 30450 members 
Mstep: Class 46 contains 20678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455136.000000 Penalty: 156710.000000
Iteration 398Q: 47 clusters Score -1.774551e+08 nChanged 3896
Entering ConstructFrom: 
Score: -177455136.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (51566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Entering Unmasked Estep 
Score: -9883864.000000 Penalty: 2690.953125
	Iteration 0F: 2 clusters Score -9883864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -9856417.000000 Penalty: 5381.906250
	Iteration 0F: 3 clusters Score -9856417 nChanged 23806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -9869402.000000 Penalty: 5381.906250
	Iteration 1F: 3 clusters Score -9869402 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -9870012.000000 Penalty: 5381.906250
	Iteration 2Q: 3 clusters Score -9870012 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -9870574.000000 Penalty: 5381.906250
	Iteration 3Q: 3 clusters Score -9870574 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -9871246.000000 Penalty: 5381.906250
	Iteration 4Q: 3 clusters Score -9871246 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -9871942.000000 Penalty: 5381.906250
	Iteration 5Q: 3 clusters Score -9871942 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -9872919.000000 Penalty: 5381.906250
	Iteration 6Q: 3 clusters Score -9872919 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -9874574.000000 Penalty: 5381.906250
	Iteration 7F: 3 clusters Score -9874574 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9876913.000000 Penalty: 5381.906250
	Iteration 8F: 3 clusters Score -9876913 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -9879402.000000 Penalty: 5381.906250
	Iteration 9F: 3 clusters Score -9879402 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -9881411.000000 Penalty: 5381.906250
	Iteration 10F: 3 clusters Score -9881411 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -9882285.000000 Penalty: 5381.906250
	Iteration 11Q: 3 clusters Score -9882285 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -9882551.000000 Penalty: 5381.906250
	Iteration 12Q: 3 clusters Score -9882551 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -9882687.000000 Penalty: 5381.906250
	Iteration 13Q: 3 clusters Score -9882687 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -9882814.000000 Penalty: 5381.906250
	Iteration 14Q: 3 clusters Score -9882814 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -9882969.000000 Penalty: 5381.906250
	Iteration 15Q: 3 clusters Score -9882969 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -9883074.000000 Penalty: 5381.906250
	Iteration 16Q: 3 clusters Score -9883074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -9883107.000000 Penalty: 5381.906250
	Iteration 17Q: 3 clusters Score -9883107 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -9883216.000000 Penalty: 5381.906250
	Iteration 18Q: 3 clusters Score -9883216 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -9883254.000000 Penalty: 5381.906250
	Iteration 19Q: 3 clusters Score -9883254 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -9883270.000000 Penalty: 5381.906250
	Iteration 20F: 3 clusters Score -9883270 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -9883308.000000 Penalty: 5381.906250
	Iteration 21Q: 3 clusters Score -9883308 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -9883322.000000 Penalty: 5381.906250
	Iteration 22Q: 3 clusters Score -9883322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -9883367.000000 Penalty: 5381.906250
	Iteration 23Q: 3 clusters Score -9883367 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -9883463.000000 Penalty: 5381.906250
	Iteration 24Q: 3 clusters Score -9883463 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -9883490.000000 Penalty: 5381.906250
	Iteration 25Q: 3 clusters Score -9883490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -9883527.000000 Penalty: 5381.906250
	Iteration 26Q: 3 clusters Score -9883527 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -9883556.000000 Penalty: 5381.906250
	Iteration 27Q: 3 clusters Score -9883556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -9883616.000000 Penalty: 5381.906250
	Iteration 28Q: 3 clusters Score -9883616 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -9883651.000000 Penalty: 5381.906250
	Iteration 29Q: 3 clusters Score -9883651 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -9883681.000000 Penalty: 5381.906250
	Iteration 30Q: 3 clusters Score -9883681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -9883744.000000 Penalty: 5381.906250
	Iteration 31Q: 3 clusters Score -9883744 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -9883782.000000 Penalty: 5381.906250
	Iteration 32Q: 3 clusters Score -9883782 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -9883837.000000 Penalty: 5381.906250
	Iteration 33Q: 3 clusters Score -9883837 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -9883854.000000 Penalty: 5381.906250
	Iteration 34Q: 3 clusters Score -9883854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -9883865.000000 Penalty: 5381.906250
	Iteration 35Q: 3 clusters Score -9883865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -9883888.000000 Penalty: 5381.906250
	Iteration 36Q: 3 clusters Score -9883888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -9883925.000000 Penalty: 5381.906250
	Iteration 37Q: 3 clusters Score -9883925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -9883941.000000 Penalty: 5381.906250
	Iteration 38Q: 3 clusters Score -9883941 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -9883977.000000 Penalty: 5381.906250
	Iteration 39Q: 3 clusters Score -9883977 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -9884019.000000 Penalty: 5381.906250
	Iteration 40F: 3 clusters Score -9884019 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9884022.000000 Penalty: 5381.906250
	Iteration 41Q: 3 clusters Score -9884022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -9884009.000000 Penalty: 5381.906250
	Iteration 42Q: 3 clusters Score -9884009 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -9884033.000000 Penalty: 5381.906250
	Iteration 43Q: 3 clusters Score -9884033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -9884048.000000 Penalty: 5381.906250
	Iteration 44Q: 3 clusters Score -9884048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -9884036.000000 Penalty: 5381.906250
	Iteration 45Q: 3 clusters Score -9884036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -9884047.000000 Penalty: 5381.906250
	Iteration 46Q: 3 clusters Score -9884047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -9884049.000000 Penalty: 5381.906250
	Iteration 47Q: 3 clusters Score -9884049 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -9884037.000000 Penalty: 5381.906250
	Iteration 48Q: 3 clusters Score -9884037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -9884041.000000 Penalty: 5381.906250
	Iteration 49Q: 3 clusters Score -9884041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9884042.000000 Penalty: 5381.906250
	Iteration 50Q: 3 clusters Score -9884042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -9884031.000000 Penalty: 5381.906250
	Iteration 51Q: 3 clusters Score -9884031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -9884043.000000 Penalty: 5381.906250
	Iteration 52Q: 3 clusters Score -9884043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -9884046.000000 Penalty: 5381.906250
	Iteration 53Q: 3 clusters Score -9884046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -9884028.000000 Penalty: 5381.906250
	Iteration 54Q: 3 clusters Score -9884028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -9884045.000000 Penalty: 5381.906250
	Iteration 55Q: 3 clusters Score -9884045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -9884059.000000 Penalty: 5381.906250
	Iteration 56Q: 3 clusters Score -9884059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -9884065.000000 Penalty: 5381.906250
	Iteration 57Q: 3 clusters Score -9884065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -9884074.000000 Penalty: 5381.906250
	Iteration 58Q: 3 clusters Score -9884074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -9884049.000000 Penalty: 5381.906250
	Iteration 59Q: 3 clusters Score -9884049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -9884063.000000 Penalty: 5381.906250
	Iteration 60F: 3 clusters Score -9884063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -9884067.000000 Penalty: 5381.906250
	Iteration 61Q: 3 clusters Score -9884067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -9884067.000000 Penalty: 5381.906250
	Iteration 62Q: 3 clusters Score -9884067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -9884067.000000 Penalty: 5381.906250
	Iteration 63Q: 3 clusters Score -9884067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -9884067.000000 Penalty: 5381.906250
	Iteration 64Q: 3 clusters Score -9884067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -9884070.000000 Penalty: 5381.906250
	Iteration 65Q: 3 clusters Score -9884070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -9884082.000000 Penalty: 5381.906250
	Iteration 66Q: 3 clusters Score -9884082 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -9884118.000000 Penalty: 5381.906250
	Iteration 67Q: 3 clusters Score -9884118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -9884109.000000 Penalty: 5381.906250
	Iteration 68Q: 3 clusters Score -9884109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9884135.000000 Penalty: 5381.906250
	Iteration 69Q: 3 clusters Score -9884135 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -9884147.000000 Penalty: 5381.906250
	Iteration 70Q: 3 clusters Score -9884147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -9884115.000000 Penalty: 5381.906250
	Iteration 71Q: 3 clusters Score -9884115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -9884147.000000 Penalty: 5381.906250
	Iteration 72Q: 3 clusters Score -9884147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9884177.000000 Penalty: 5381.906250
	Iteration 73Q: 3 clusters Score -9884177 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -9884210.000000 Penalty: 5381.906250
	Iteration 74Q: 3 clusters Score -9884210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -9884202.000000 Penalty: 5381.906250
	Iteration 75Q: 3 clusters Score -9884202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -9884206.000000 Penalty: 5381.906250
	Iteration 76Q: 3 clusters Score -9884206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -9884255.000000 Penalty: 5381.906250
	Iteration 77Q: 3 clusters Score -9884255 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -9884263.000000 Penalty: 5381.906250
	Iteration 78Q: 3 clusters Score -9884263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -9884299.000000 Penalty: 5381.906250
	Iteration 79Q: 3 clusters Score -9884299 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -9884350.000000 Penalty: 5381.906250
	Iteration 80F: 3 clusters Score -9884350 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -9884415.000000 Penalty: 5381.906250
	Iteration 81Q: 3 clusters Score -9884415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -9884461.000000 Penalty: 5381.906250
	Iteration 82Q: 3 clusters Score -9884461 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -9884507.000000 Penalty: 5381.906250
	Iteration 83Q: 3 clusters Score -9884507 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -9884543.000000 Penalty: 5381.906250
	Iteration 84Q: 3 clusters Score -9884543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -9884576.000000 Penalty: 5381.906250
	Iteration 85Q: 3 clusters Score -9884576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -9884603.000000 Penalty: 5381.906250
	Iteration 86Q: 3 clusters Score -9884603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -9884644.000000 Penalty: 5381.906250
	Iteration 87Q: 3 clusters Score -9884644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -9884656.000000 Penalty: 5381.906250
	Iteration 88Q: 3 clusters Score -9884656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -9884710.000000 Penalty: 5381.906250
	Iteration 89Q: 3 clusters Score -9884710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -9884727.000000 Penalty: 5381.906250
	Iteration 90Q: 3 clusters Score -9884727 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -9884803.000000 Penalty: 5381.906250
	Iteration 91Q: 3 clusters Score -9884803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -9884854.000000 Penalty: 5381.906250
	Iteration 92Q: 3 clusters Score -9884854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -9884984.000000 Penalty: 5381.906250
	Iteration 93Q: 3 clusters Score -9884984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -9885098.000000 Penalty: 5381.906250
	Iteration 94Q: 3 clusters Score -9885098 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -9885181.000000 Penalty: 5381.906250
	Iteration 95Q: 3 clusters Score -9885181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -9885286.000000 Penalty: 5381.906250
	Iteration 96Q: 3 clusters Score -9885286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -9885388.000000 Penalty: 5381.906250
	Iteration 97Q: 3 clusters Score -9885388 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -9885457.000000 Penalty: 5381.906250
	Iteration 98Q: 3 clusters Score -9885457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -9885545.000000 Penalty: 5381.906250
	Iteration 99Q: 3 clusters Score -9885545 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -9885597.000000 Penalty: 5381.906250
	Iteration 100F: 3 clusters Score -9885597 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -9885727.000000 Penalty: 5381.906250
	Iteration 101Q: 3 clusters Score -9885727 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -9885747.000000 Penalty: 5381.906250
	Iteration 102Q: 3 clusters Score -9885747 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -9885760.000000 Penalty: 5381.906250
	Iteration 103Q: 3 clusters Score -9885760 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -9885731.000000 Penalty: 5381.906250
	Iteration 104Q: 3 clusters Score -9885731 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -9885701.000000 Penalty: 5381.906250
	Iteration 105Q: 3 clusters Score -9885701 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -9885602.000000 Penalty: 5381.906250
	Iteration 106Q: 3 clusters Score -9885602 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -9885530.000000 Penalty: 5381.906250
	Iteration 107Q: 3 clusters Score -9885530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -9885419.000000 Penalty: 5381.906250
	Iteration 108Q: 3 clusters Score -9885419 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -9885218.000000 Penalty: 5381.906250
	Iteration 109Q: 3 clusters Score -9885218 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -9885062.000000 Penalty: 5381.906250
	Iteration 110Q: 3 clusters Score -9885062 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9884932.000000 Penalty: 5381.906250
	Iteration 111Q: 3 clusters Score -9884932 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -9884809.000000 Penalty: 5381.906250
	Iteration 112Q: 3 clusters Score -9884809 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -9884596.000000 Penalty: 5381.906250
	Iteration 113Q: 3 clusters Score -9884596 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9884450.000000 Penalty: 5381.906250
	Iteration 114Q: 3 clusters Score -9884450 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -9884284.000000 Penalty: 5381.906250
	Iteration 115Q: 3 clusters Score -9884284 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -9884158.000000 Penalty: 5381.906250
	Iteration 116Q: 3 clusters Score -9884158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -9884099.000000 Penalty: 5381.906250
	Iteration 117Q: 3 clusters Score -9884099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9883962.000000 Penalty: 5381.906250
	Iteration 118Q: 3 clusters Score -9883962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -9883890.000000 Penalty: 5381.906250
	Iteration 119Q: 3 clusters Score -9883890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9883818.000000 Penalty: 5381.906250
	Iteration 120F: 3 clusters Score -9883818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -9883733.000000 Penalty: 5381.906250
	Iteration 121Q: 3 clusters Score -9883733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -9883676.000000 Penalty: 5381.906250
	Iteration 122Q: 3 clusters Score -9883676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9883645.000000 Penalty: 5381.906250
	Iteration 123Q: 3 clusters Score -9883645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -9883606.000000 Penalty: 5381.906250
	Iteration 124Q: 3 clusters Score -9883606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -9883549.000000 Penalty: 5381.906250
	Iteration 125Q: 3 clusters Score -9883549 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -9883469.000000 Penalty: 5381.906250
	Iteration 126Q: 3 clusters Score -9883469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -9883436.000000 Penalty: 5381.906250
	Iteration 127Q: 3 clusters Score -9883436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9883325.000000 Penalty: 5381.906250
	Iteration 128Q: 3 clusters Score -9883325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9883277.000000 Penalty: 5381.906250
	Iteration 129Q: 3 clusters Score -9883277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -9883231.000000 Penalty: 5381.906250
	Iteration 130Q: 3 clusters Score -9883231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -9883189.000000 Penalty: 5381.906250
	Iteration 131Q: 3 clusters Score -9883189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -9883090.000000 Penalty: 5381.906250
	Iteration 132Q: 3 clusters Score -9883090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9883032.000000 Penalty: 5381.906250
	Iteration 133Q: 3 clusters Score -9883032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9882994.000000 Penalty: 5381.906250
	Iteration 134Q: 3 clusters Score -9882994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -9882957.000000 Penalty: 5381.906250
	Iteration 135Q: 3 clusters Score -9882957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -9882918.000000 Penalty: 5381.906250
	Iteration 136Q: 3 clusters Score -9882918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9882911.000000 Penalty: 5381.906250
	Iteration 137Q: 3 clusters Score -9882911 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -9882893.000000 Penalty: 5381.906250
	Iteration 138Q: 3 clusters Score -9882893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -9882863.000000 Penalty: 5381.906250
	Iteration 139Q: 3 clusters Score -9882863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -9882853.000000 Penalty: 5381.906250
	Iteration 140F: 3 clusters Score -9882853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9882801.000000 Penalty: 5381.906250
	Iteration 141Q: 3 clusters Score -9882801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -9882781.000000 Penalty: 5381.906250
	Iteration 142Q: 3 clusters Score -9882781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9882767.000000 Penalty: 5381.906250
	Iteration 143Q: 3 clusters Score -9882767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -9882773.000000 Penalty: 5381.906250
	Iteration 144Q: 3 clusters Score -9882773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -9882772.000000 Penalty: 5381.906250
	Iteration 145Q: 3 clusters Score -9882772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -9882750.000000 Penalty: 5381.906250
	Iteration 146Q: 3 clusters Score -9882750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9882728.000000 Penalty: 5381.906250
	Iteration 147Q: 3 clusters Score -9882728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -9882723.000000 Penalty: 5381.906250
	Iteration 148Q: 3 clusters Score -9882723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9882721.000000 Penalty: 5381.906250
	Iteration 149Q: 3 clusters Score -9882721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -9882712.000000 Penalty: 5381.906250
	Iteration 150Q: 3 clusters Score -9882712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9882710.000000 Penalty: 5381.906250
	Iteration 151Q: 3 clusters Score -9882710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -9882707.000000 Penalty: 5381.906250
	Iteration 152Q: 3 clusters Score -9882707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -9882702.000000 Penalty: 5381.906250
	Iteration 153Q: 3 clusters Score -9882702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -9882694.000000 Penalty: 5381.906250
	Iteration 154Q: 3 clusters Score -9882694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9882691.000000 Penalty: 5381.906250
	Iteration 155Q: 3 clusters Score -9882691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -9882690.000000 Penalty: 5381.906250
	Iteration 156Q: 3 clusters Score -9882690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9882698.000000 Penalty: 5381.906250
	Iteration 157Q: 3 clusters Score -9882698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -9882698.000000 Penalty: 5381.906250
	Iteration 158F: 3 clusters Score -9882698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Entering Unmasked Estep 
Score: -272655.218750 Penalty: 1819.237305
	Iteration 0F: 2 clusters Score -272655.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -270409.281250 Penalty: 3638.474609
	Iteration 0F: 3 clusters Score -270409.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -270917.906250 Penalty: 3638.474609
	Iteration 1F: 3 clusters Score -270917.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -271121.062500 Penalty: 3638.474609
	Iteration 2F: 3 clusters Score -271121.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -271282.281250 Penalty: 3638.474609
	Iteration 3F: 3 clusters Score -271282.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -271397.437500 Penalty: 3638.474609
	Iteration 4Q: 3 clusters Score -271397.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -271525.093750 Penalty: 3638.474609
	Iteration 5Q: 3 clusters Score -271525.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -271621.562500 Penalty: 3638.474609
	Iteration 6Q: 3 clusters Score -271621.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -271704.218750 Penalty: 3638.474609
	Iteration 7Q: 3 clusters Score -271704.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271768.875000 Penalty: 3638.474609
	Iteration 8Q: 3 clusters Score -271768.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -271827.218750 Penalty: 3638.474609
	Iteration 9Q: 3 clusters Score -271827.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -271876.781250 Penalty: 3638.474609
	Iteration 10Q: 3 clusters Score -271876.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -271916.000000 Penalty: 3638.474609
	Iteration 11Q: 3 clusters Score -271916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271952.093750 Penalty: 3638.474609
	Iteration 12Q: 3 clusters Score -271952.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271974.062500 Penalty: 3638.474609
	Iteration 13Q: 3 clusters Score -271974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271991.000000 Penalty: 3638.474609
	Iteration 14Q: 3 clusters Score -271991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -272006.468750 Penalty: 3638.474609
	Iteration 15Q: 3 clusters Score -272006.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -272023.343750 Penalty: 3638.474609
	Iteration 16Q: 3 clusters Score -272023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -272042.437500 Penalty: 3638.474609
	Iteration 17Q: 3 clusters Score -272042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -272051.750000 Penalty: 3638.474609
	Iteration 18Q: 3 clusters Score -272051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272054.562500 Penalty: 3638.474609
	Iteration 19Q: 3 clusters Score -272054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272056.062500 Penalty: 3638.474609
	Iteration 20F: 3 clusters Score -272056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Entering Unmasked Estep 
Score: -6026554.000000 Penalty: 2565.710205
	Iteration 0F: 2 clusters Score -6026554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -6006421.000000 Penalty: 5131.420410
	Iteration 0F: 3 clusters Score -6006421 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6013955.000000 Penalty: 5131.420410
	Iteration 1F: 3 clusters Score -6013955 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -6014382.000000 Penalty: 5131.420410
	Iteration 2Q: 3 clusters Score -6014382 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -6014709.000000 Penalty: 5131.420410
	Iteration 3Q: 3 clusters Score -6014709 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -6015085.500000 Penalty: 5131.420410
	Iteration 4Q: 3 clusters Score -6015086 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -6015409.500000 Penalty: 5131.420410
	Iteration 5Q: 3 clusters Score -6015410 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -6015899.500000 Penalty: 5131.420410
	Iteration 6Q: 3 clusters Score -6015900 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -6016574.000000 Penalty: 5131.420410
	Iteration 7Q: 3 clusters Score -6016574 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -6017516.500000 Penalty: 5131.420410
	Iteration 8Q: 3 clusters Score -6017516 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6018688.000000 Penalty: 5131.420410
	Iteration 9F: 3 clusters Score -6018688 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -6019921.500000 Penalty: 5131.420410
	Iteration 10F: 3 clusters Score -6019922 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -6021219.000000 Penalty: 5131.420410
	Iteration 11F: 3 clusters Score -6021219 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6022308.000000 Penalty: 5131.420410
	Iteration 12Q: 3 clusters Score -6022308 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6023085.000000 Penalty: 5131.420410
	Iteration 13Q: 3 clusters Score -6023085 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6023609.500000 Penalty: 5131.420410
	Iteration 14Q: 3 clusters Score -6023610 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6023857.000000 Penalty: 5131.420410
	Iteration 15Q: 3 clusters Score -6023857 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6024002.500000 Penalty: 5131.420410
	Iteration 16Q: 3 clusters Score -6024002 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6024101.500000 Penalty: 5131.420410
	Iteration 17Q: 3 clusters Score -6024102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6024170.000000 Penalty: 5131.420410
	Iteration 18Q: 3 clusters Score -6024170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6024221.000000 Penalty: 5131.420410
	Iteration 19Q: 3 clusters Score -6024221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6024258.000000 Penalty: 5131.420410
	Iteration 20F: 3 clusters Score -6024258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6024281.500000 Penalty: 5131.420410
	Iteration 21Q: 3 clusters Score -6024282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6024308.500000 Penalty: 5131.420410
	Iteration 22Q: 3 clusters Score -6024308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6024339.500000 Penalty: 5131.420410
	Iteration 23Q: 3 clusters Score -6024340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6024362.000000 Penalty: 5131.420410
	Iteration 24Q: 3 clusters Score -6024362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6024375.500000 Penalty: 5131.420410
	Iteration 25Q: 3 clusters Score -6024376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6024384.000000 Penalty: 5131.420410
	Iteration 26Q: 3 clusters Score -6024384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6024392.000000 Penalty: 5131.420410
	Iteration 27Q: 3 clusters Score -6024392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6024397.500000 Penalty: 5131.420410
	Iteration 28Q: 3 clusters Score -6024398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6024398.500000 Penalty: 5131.420410
	Iteration 29Q: 3 clusters Score -6024398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6024401.000000 Penalty: 5131.420410
	Iteration 30Q: 3 clusters Score -6024401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6024400.000000 Penalty: 5131.420410
	Iteration 31Q: 3 clusters Score -6024400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6024402.500000 Penalty: 5131.420410
	Iteration 32Q: 3 clusters Score -6024402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6024402.500000 Penalty: 5131.420410
	Iteration 33Q: 3 clusters Score -6024402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6024402.500000 Penalty: 5131.420410
	Iteration 34F: 3 clusters Score -6024402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Entering Unmasked Estep 
Score: -5079881.000000 Penalty: 2507.948242
	Iteration 0F: 2 clusters Score -5079881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5065152.000000 Penalty: 5015.896484
	Iteration 0F: 3 clusters Score -5065152 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5071146.500000 Penalty: 5015.896484
	Iteration 1F: 3 clusters Score -5071146 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -5071679.000000 Penalty: 5015.896484
	Iteration 2F: 3 clusters Score -5071679 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -5072357.000000 Penalty: 5015.896484
	Iteration 3F: 3 clusters Score -5072357 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -5073147.500000 Penalty: 5015.896484
	Iteration 4F: 3 clusters Score -5073148 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5074159.000000 Penalty: 5015.896484
	Iteration 5F: 3 clusters Score -5074159 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5075434.500000 Penalty: 5015.896484
	Iteration 6F: 3 clusters Score -5075434 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5076892.500000 Penalty: 5015.896484
	Iteration 7F: 3 clusters Score -5076892 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5077931.000000 Penalty: 5015.896484
	Iteration 8F: 3 clusters Score -5077931 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5078406.000000 Penalty: 5015.896484
	Iteration 9Q: 3 clusters Score -5078406 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5078580.000000 Penalty: 5015.896484
	Iteration 10Q: 3 clusters Score -5078580 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -5078700.000000 Penalty: 5015.896484
	Iteration 11Q: 3 clusters Score -5078700 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5078759.000000 Penalty: 5015.896484
	Iteration 12Q: 3 clusters Score -5078759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5078813.000000 Penalty: 5015.896484
	Iteration 13Q: 3 clusters Score -5078813 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -5078824.500000 Penalty: 5015.896484
	Iteration 14Q: 3 clusters Score -5078824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5078845.500000 Penalty: 5015.896484
	Iteration 15Q: 3 clusters Score -5078846 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5078860.500000 Penalty: 5015.896484
	Iteration 16Q: 3 clusters Score -5078860 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -5078869.000000 Penalty: 5015.896484
	Iteration 17Q: 3 clusters Score -5078869 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5078899.500000 Penalty: 5015.896484
	Iteration 18Q: 3 clusters Score -5078900 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5078877.500000 Penalty: 5015.896484
	Iteration 19Q: 3 clusters Score -5078878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5078896.000000 Penalty: 5015.896484
	Iteration 20F: 3 clusters Score -5078896 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5078925.500000 Penalty: 5015.896484
	Iteration 21Q: 3 clusters Score -5078926 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -5078938.000000 Penalty: 5015.896484
	Iteration 22Q: 3 clusters Score -5078938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -5078977.000000 Penalty: 5015.896484
	Iteration 23Q: 3 clusters Score -5078977 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -5078984.500000 Penalty: 5015.896484
	Iteration 24Q: 3 clusters Score -5078984 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -5078996.500000 Penalty: 5015.896484
	Iteration 25Q: 3 clusters Score -5078996 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -5079012.000000 Penalty: 5015.896484
	Iteration 26Q: 3 clusters Score -5079012 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -5079023.000000 Penalty: 5015.896484
	Iteration 27Q: 3 clusters Score -5079023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5079049.000000 Penalty: 5015.896484
	Iteration 28Q: 3 clusters Score -5079049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5079056.500000 Penalty: 5015.896484
	Iteration 29Q: 3 clusters Score -5079056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -5079066.500000 Penalty: 5015.896484
	Iteration 30Q: 3 clusters Score -5079066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5079075.500000 Penalty: 5015.896484
	Iteration 31Q: 3 clusters Score -5079076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5079096.500000 Penalty: 5015.896484
	Iteration 32Q: 3 clusters Score -5079096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5079093.500000 Penalty: 5015.896484
	Iteration 33Q: 3 clusters Score -5079094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5079092.000000 Penalty: 5015.896484
	Iteration 34Q: 3 clusters Score -5079092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5079089.500000 Penalty: 5015.896484
	Iteration 35Q: 3 clusters Score -5079090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5079099.000000 Penalty: 5015.896484
	Iteration 36Q: 3 clusters Score -5079099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5079113.000000 Penalty: 5015.896484
	Iteration 37Q: 3 clusters Score -5079113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5079122.000000 Penalty: 5015.896484
	Iteration 38Q: 3 clusters Score -5079122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5079120.500000 Penalty: 5015.896484
	Iteration 39Q: 3 clusters Score -5079120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5079119.000000 Penalty: 5015.896484
	Iteration 40F: 3 clusters Score -5079119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5079130.500000 Penalty: 5015.896484
	Iteration 41Q: 3 clusters Score -5079130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5079134.000000 Penalty: 5015.896484
	Iteration 42Q: 3 clusters Score -5079134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -5079131.500000 Penalty: 5015.896484
	Iteration 43Q: 3 clusters Score -5079132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5079126.000000 Penalty: 5015.896484
	Iteration 44Q: 3 clusters Score -5079126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5079125.000000 Penalty: 5015.896484
	Iteration 45Q: 3 clusters Score -5079125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5079127.000000 Penalty: 5015.896484
	Iteration 46Q: 3 clusters Score -5079127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5079133.500000 Penalty: 5015.896484
	Iteration 47Q: 3 clusters Score -5079134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -5079142.000000 Penalty: 5015.896484
	Iteration 48Q: 3 clusters Score -5079142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5079136.500000 Penalty: 5015.896484
	Iteration 49Q: 3 clusters Score -5079136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -5079129.500000 Penalty: 5015.896484
	Iteration 50Q: 3 clusters Score -5079130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5079137.000000 Penalty: 5015.896484
	Iteration 51Q: 3 clusters Score -5079137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5079142.000000 Penalty: 5015.896484
	Iteration 52Q: 3 clusters Score -5079142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -5079138.000000 Penalty: 5015.896484
	Iteration 53Q: 3 clusters Score -5079138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5079131.500000 Penalty: 5015.896484
	Iteration 54Q: 3 clusters Score -5079132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -5079135.000000 Penalty: 5015.896484
	Iteration 55Q: 3 clusters Score -5079135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -5079135.000000 Penalty: 5015.896484
	Iteration 56Q: 3 clusters Score -5079135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -5079135.500000 Penalty: 5015.896484
	Iteration 57Q: 3 clusters Score -5079136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -5079132.500000 Penalty: 5015.896484
	Iteration 58Q: 3 clusters Score -5079132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5079135.000000 Penalty: 5015.896484
	Iteration 59Q: 3 clusters Score -5079135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5079128.000000 Penalty: 5015.896484
	Iteration 60F: 3 clusters Score -5079128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -5079127.500000 Penalty: 5015.896484
	Iteration 61Q: 3 clusters Score -5079128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -5079126.000000 Penalty: 5015.896484
	Iteration 62Q: 3 clusters Score -5079126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -5079126.000000 Penalty: 5015.896484
	Iteration 63F: 3 clusters Score -5079126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Entering Unmasked Estep 
Score: -5593558.000000 Penalty: 2545.754883
	Iteration 0F: 2 clusters Score -5593558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5575382.500000 Penalty: 5091.509766
	Iteration 0F: 3 clusters Score -5575382 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5582380.000000 Penalty: 5091.509766
	Iteration 1F: 3 clusters Score -5582380 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5582796.500000 Penalty: 5091.509766
	Iteration 2Q: 3 clusters Score -5582796 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -5583200.500000 Penalty: 5091.509766
	Iteration 3Q: 3 clusters Score -5583200 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5583661.500000 Penalty: 5091.509766
	Iteration 4Q: 3 clusters Score -5583662 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5584163.500000 Penalty: 5091.509766
	Iteration 5Q: 3 clusters Score -5584164 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -5584816.500000 Penalty: 5091.509766
	Iteration 6Q: 3 clusters Score -5584816 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5585634.000000 Penalty: 5091.509766
	Iteration 7F: 3 clusters Score -5585634 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -5586685.500000 Penalty: 5091.509766
	Iteration 8F: 3 clusters Score -5586686 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5588259.500000 Penalty: 5091.509766
	Iteration 9F: 3 clusters Score -5588260 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -5589608.500000 Penalty: 5091.509766
	Iteration 10F: 3 clusters Score -5589608 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5590474.000000 Penalty: 5091.509766
	Iteration 11Q: 3 clusters Score -5590474 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5590973.500000 Penalty: 5091.509766
	Iteration 12Q: 3 clusters Score -5590974 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5591177.500000 Penalty: 5091.509766
	Iteration 13Q: 3 clusters Score -5591178 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -5591268.500000 Penalty: 5091.509766
	Iteration 14Q: 3 clusters Score -5591268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5591341.000000 Penalty: 5091.509766
	Iteration 15Q: 3 clusters Score -5591341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -5591383.000000 Penalty: 5091.509766
	Iteration 16Q: 3 clusters Score -5591383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -5591418.000000 Penalty: 5091.509766
	Iteration 17Q: 3 clusters Score -5591418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -5591464.500000 Penalty: 5091.509766
	Iteration 18Q: 3 clusters Score -5591464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -5591486.500000 Penalty: 5091.509766
	Iteration 19Q: 3 clusters Score -5591486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5591496.500000 Penalty: 5091.509766
	Iteration 20F: 3 clusters Score -5591496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5591502.000000 Penalty: 5091.509766
	Iteration 21Q: 3 clusters Score -5591502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5591503.500000 Penalty: 5091.509766
	Iteration 22Q: 3 clusters Score -5591504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5591513.000000 Penalty: 5091.509766
	Iteration 23Q: 3 clusters Score -5591513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5591510.500000 Penalty: 5091.509766
	Iteration 24Q: 3 clusters Score -5591510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5591511.000000 Penalty: 5091.509766
	Iteration 25Q: 3 clusters Score -5591511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5591512.500000 Penalty: 5091.509766
	Iteration 26Q: 3 clusters Score -5591512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5591509.000000 Penalty: 5091.509766
	Iteration 27Q: 3 clusters Score -5591509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -5591510.500000 Penalty: 5091.509766
	Iteration 28Q: 3 clusters Score -5591510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5591511.000000 Penalty: 5091.509766
	Iteration 29Q: 3 clusters Score -5591511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -5591511.000000 Penalty: 5091.509766
	Iteration 30F: 3 clusters Score -5591511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -768147.687500 Penalty: 2057.914307
	Iteration 0F: 2 clusters Score -768147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -764258.062500 Penalty: 4115.828613
	Iteration 0F: 3 clusters Score -764258.1 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -765093.937500 Penalty: 4115.828613
	Iteration 1F: 3 clusters Score -765093.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -765268.000000 Penalty: 4115.828613
	Iteration 2F: 3 clusters Score -765268 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -765369.312500 Penalty: 4115.828613
	Iteration 3Q: 3 clusters Score -765369.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -765428.562500 Penalty: 4115.828613
	Iteration 4Q: 3 clusters Score -765428.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -765465.312500 Penalty: 4115.828613
	Iteration 5Q: 3 clusters Score -765465.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -765506.375000 Penalty: 4115.828613
	Iteration 6Q: 3 clusters Score -765506.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -765531.750000 Penalty: 4115.828613
	Iteration 7Q: 3 clusters Score -765531.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -765551.437500 Penalty: 4115.828613
	Iteration 8Q: 3 clusters Score -765551.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -765570.937500 Penalty: 4115.828613
	Iteration 9Q: 3 clusters Score -765570.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -765595.250000 Penalty: 4115.828613
	Iteration 10Q: 3 clusters Score -765595.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -765616.812500 Penalty: 4115.828613
	Iteration 11Q: 3 clusters Score -765616.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -765634.562500 Penalty: 4115.828613
	Iteration 12Q: 3 clusters Score -765634.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -765642.812500 Penalty: 4115.828613
	Iteration 13Q: 3 clusters Score -765642.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -765647.812500 Penalty: 4115.828613
	Iteration 14Q: 3 clusters Score -765647.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -765653.750000 Penalty: 4115.828613
	Iteration 15Q: 3 clusters Score -765653.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -765662.000000 Penalty: 4115.828613
	Iteration 16Q: 3 clusters Score -765662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -765665.687500 Penalty: 4115.828613
	Iteration 17Q: 3 clusters Score -765665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -765668.375000 Penalty: 4115.828613
	Iteration 18Q: 3 clusters Score -765668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -765671.000000 Penalty: 4115.828613
	Iteration 19Q: 3 clusters Score -765671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -765671.687500 Penalty: 4115.828613
	Iteration 20F: 3 clusters Score -765671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -765671.812500 Penalty: 4115.828613
	Iteration 21Q: 3 clusters Score -765671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -765672.687500 Penalty: 4115.828613
	Iteration 22Q: 3 clusters Score -765672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -765671.937500 Penalty: 4115.828613
	Iteration 23Q: 3 clusters Score -765671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -765673.875000 Penalty: 4115.828613
	Iteration 24Q: 3 clusters Score -765673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -765673.750000 Penalty: 4115.828613
	Iteration 25Q: 3 clusters Score -765673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -765677.562500 Penalty: 4115.828613
	Iteration 26Q: 3 clusters Score -765677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -765676.437500 Penalty: 4115.828613
	Iteration 27Q: 3 clusters Score -765676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -765676.625000 Penalty: 4115.828613
	Iteration 28Q: 3 clusters Score -765676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -765676.625000 Penalty: 4115.828613
	Iteration 29F: 3 clusters Score -765676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Entering Unmasked Estep 
Score: -3370474.750000 Penalty: 2436.166992
	Iteration 0F: 2 clusters Score -3370475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3357384.750000 Penalty: 4872.333984
	Iteration 0F: 3 clusters Score -3357385 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3361571.750000 Penalty: 4872.333984
	Iteration 1F: 3 clusters Score -3361572 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3361871.750000 Penalty: 4872.333984
	Iteration 2Q: 3 clusters Score -3361872 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3362134.750000 Penalty: 4872.333984
	Iteration 3Q: 3 clusters Score -3362135 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3362366.250000 Penalty: 4872.333984
	Iteration 4Q: 3 clusters Score -3362366 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3362616.750000 Penalty: 4872.333984
	Iteration 5Q: 3 clusters Score -3362617 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3362921.000000 Penalty: 4872.333984
	Iteration 6Q: 3 clusters Score -3362921 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3363292.000000 Penalty: 4872.333984
	Iteration 7Q: 3 clusters Score -3363292 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3363781.750000 Penalty: 4872.333984
	Iteration 8Q: 3 clusters Score -3363782 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3364468.000000 Penalty: 4872.333984
	Iteration 9F: 3 clusters Score -3364468 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -3365288.250000 Penalty: 4872.333984
	Iteration 10F: 3 clusters Score -3365288 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3366210.000000 Penalty: 4872.333984
	Iteration 11F: 3 clusters Score -3366210 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3367050.250000 Penalty: 4872.333984
	Iteration 12F: 3 clusters Score -3367050 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3367568.000000 Penalty: 4872.333984
	Iteration 13Q: 3 clusters Score -3367568 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3367903.750000 Penalty: 4872.333984
	Iteration 14Q: 3 clusters Score -3367904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3368080.500000 Penalty: 4872.333984
	Iteration 15Q: 3 clusters Score -3368080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3368174.750000 Penalty: 4872.333984
	Iteration 16Q: 3 clusters Score -3368175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3368217.250000 Penalty: 4872.333984
	Iteration 17Q: 3 clusters Score -3368217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3368248.250000 Penalty: 4872.333984
	Iteration 18Q: 3 clusters Score -3368248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -3368284.000000 Penalty: 4872.333984
	Iteration 19Q: 3 clusters Score -3368284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3368314.750000 Penalty: 4872.333984
	Iteration 20F: 3 clusters Score -3368315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3368332.750000 Penalty: 4872.333984
	Iteration 21Q: 3 clusters Score -3368333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -3368355.250000 Penalty: 4872.333984
	Iteration 22Q: 3 clusters Score -3368355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3368360.250000 Penalty: 4872.333984
	Iteration 23Q: 3 clusters Score -3368360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3368360.000000 Penalty: 4872.333984
	Iteration 24Q: 3 clusters Score -3368360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3368364.250000 Penalty: 4872.333984
	Iteration 25Q: 3 clusters Score -3368364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3368364.250000 Penalty: 4872.333984
	Iteration 26F: 3 clusters Score -3368364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Entering Unmasked Estep 
Score: -5228572.000000 Penalty: 2516.286621
	Iteration 0F: 2 clusters Score -5228572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -5213983.000000 Penalty: 5032.573242
	Iteration 0F: 3 clusters Score -5213983 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -5220094.500000 Penalty: 5032.573242
	Iteration 1F: 3 clusters Score -5220094 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5220548.000000 Penalty: 5032.573242
	Iteration 2F: 3 clusters Score -5220548 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5220963.000000 Penalty: 5032.573242
	Iteration 3Q: 3 clusters Score -5220963 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5221400.000000 Penalty: 5032.573242
	Iteration 4Q: 3 clusters Score -5221400 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5221873.500000 Penalty: 5032.573242
	Iteration 5Q: 3 clusters Score -5221874 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5222558.500000 Penalty: 5032.573242
	Iteration 6Q: 3 clusters Score -5222558 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -5223642.500000 Penalty: 5032.573242
	Iteration 7F: 3 clusters Score -5223642 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5225223.000000 Penalty: 5032.573242
	Iteration 8F: 3 clusters Score -5225223 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5226641.000000 Penalty: 5032.573242
	Iteration 9F: 3 clusters Score -5226641 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5227494.000000 Penalty: 5032.573242
	Iteration 10Q: 3 clusters Score -5227494 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5227916.000000 Penalty: 5032.573242
	Iteration 11Q: 3 clusters Score -5227916 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -5228174.500000 Penalty: 5032.573242
	Iteration 12Q: 3 clusters Score -5228174 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5228331.000000 Penalty: 5032.573242
	Iteration 13Q: 3 clusters Score -5228331 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -5228405.500000 Penalty: 5032.573242
	Iteration 14Q: 3 clusters Score -5228406 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -5228461.500000 Penalty: 5032.573242
	Iteration 15Q: 3 clusters Score -5228462 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5228494.500000 Penalty: 5032.573242
	Iteration 16Q: 3 clusters Score -5228494 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5228501.500000 Penalty: 5032.573242
	Iteration 17Q: 3 clusters Score -5228502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5228479.000000 Penalty: 5032.573242
	Iteration 18Q: 3 clusters Score -5228479 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5228481.000000 Penalty: 5032.573242
	Iteration 19Q: 3 clusters Score -5228481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -5228475.000000 Penalty: 5032.573242
	Iteration 20F: 3 clusters Score -5228475 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5228442.500000 Penalty: 5032.573242
	Iteration 21Q: 3 clusters Score -5228442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5228417.500000 Penalty: 5032.573242
	Iteration 22Q: 3 clusters Score -5228418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5228403.000000 Penalty: 5032.573242
	Iteration 23Q: 3 clusters Score -5228403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5228382.500000 Penalty: 5032.573242
	Iteration 24Q: 3 clusters Score -5228382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5228373.500000 Penalty: 5032.573242
	Iteration 25Q: 3 clusters Score -5228374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5228358.500000 Penalty: 5032.573242
	Iteration 26Q: 3 clusters Score -5228358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -5228358.000000 Penalty: 5032.573242
	Iteration 27Q: 3 clusters Score -5228358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -5228358.000000 Penalty: 5032.573242
	Iteration 28Q: 3 clusters Score -5228358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5228364.500000 Penalty: 5032.573242
	Iteration 29Q: 3 clusters Score -5228364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -5228360.000000 Penalty: 5032.573242
	Iteration 30Q: 3 clusters Score -5228360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5228350.500000 Penalty: 5032.573242
	Iteration 31Q: 3 clusters Score -5228350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -5228359.000000 Penalty: 5032.573242
	Iteration 32Q: 3 clusters Score -5228359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5228355.500000 Penalty: 5032.573242
	Iteration 33Q: 3 clusters Score -5228356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5228353.500000 Penalty: 5032.573242
	Iteration 34Q: 3 clusters Score -5228354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5228358.000000 Penalty: 5032.573242
	Iteration 35Q: 3 clusters Score -5228358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5228350.000000 Penalty: 5032.573242
	Iteration 36Q: 3 clusters Score -5228350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5228345.000000 Penalty: 5032.573242
	Iteration 37Q: 3 clusters Score -5228345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -5228354.500000 Penalty: 5032.573242
	Iteration 38Q: 3 clusters Score -5228354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5228348.000000 Penalty: 5032.573242
	Iteration 39Q: 3 clusters Score -5228348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5228345.000000 Penalty: 5032.573242
	Iteration 40F: 3 clusters Score -5228345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -5228346.000000 Penalty: 5032.573242
	Iteration 41Q: 3 clusters Score -5228346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5228339.500000 Penalty: 5032.573242
	Iteration 42Q: 3 clusters Score -5228340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5228343.000000 Penalty: 5032.573242
	Iteration 43Q: 3 clusters Score -5228343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5228342.500000 Penalty: 5032.573242
	Iteration 44Q: 3 clusters Score -5228342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5228342.000000 Penalty: 5032.573242
	Iteration 45Q: 3 clusters Score -5228342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5228347.000000 Penalty: 5032.573242
	Iteration 46Q: 3 clusters Score -5228347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5228347.000000 Penalty: 5032.573242
	Iteration 47F: 3 clusters Score -5228347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Entering Unmasked Estep 
Score: -6559903.000000 Penalty: 2590.611816
	Iteration 0F: 2 clusters Score -6559903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -6538319.000000 Penalty: 5181.223633
	Iteration 0F: 3 clusters Score -6538319 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -6546696.500000 Penalty: 5181.223633
	Iteration 1F: 3 clusters Score -6546696 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -6547255.000000 Penalty: 5181.223633
	Iteration 2Q: 3 clusters Score -6547255 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -6547814.500000 Penalty: 5181.223633
	Iteration 3Q: 3 clusters Score -6547814 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6548352.500000 Penalty: 5181.223633
	Iteration 4Q: 3 clusters Score -6548352 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6548922.000000 Penalty: 5181.223633
	Iteration 5Q: 3 clusters Score -6548922 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -6549506.000000 Penalty: 5181.223633
	Iteration 6Q: 3 clusters Score -6549506 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -6550065.000000 Penalty: 5181.223633
	Iteration 7Q: 3 clusters Score -6550065 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6550622.000000 Penalty: 5181.223633
	Iteration 8Q: 3 clusters Score -6550622 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6551306.000000 Penalty: 5181.223633
	Iteration 9Q: 3 clusters Score -6551306 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -6552108.500000 Penalty: 5181.223633
	Iteration 10Q: 3 clusters Score -6552108 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6553072.500000 Penalty: 5181.223633
	Iteration 11Q: 3 clusters Score -6553072 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -6554035.000000 Penalty: 5181.223633
	Iteration 12Q: 3 clusters Score -6554035 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -6554956.000000 Penalty: 5181.223633
	Iteration 13Q: 3 clusters Score -6554956 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -6555759.000000 Penalty: 5181.223633
	Iteration 14Q: 3 clusters Score -6555759 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6556461.000000 Penalty: 5181.223633
	Iteration 15Q: 3 clusters Score -6556461 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -6556883.000000 Penalty: 5181.223633
	Iteration 16Q: 3 clusters Score -6556883 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -6557118.500000 Penalty: 5181.223633
	Iteration 17Q: 3 clusters Score -6557118 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -6557314.000000 Penalty: 5181.223633
	Iteration 18Q: 3 clusters Score -6557314 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -6557457.500000 Penalty: 5181.223633
	Iteration 19Q: 3 clusters Score -6557458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -6557537.000000 Penalty: 5181.223633
	Iteration 20F: 3 clusters Score -6557537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -6557588.000000 Penalty: 5181.223633
	Iteration 21Q: 3 clusters Score -6557588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -6557605.000000 Penalty: 5181.223633
	Iteration 22Q: 3 clusters Score -6557605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -6557623.500000 Penalty: 5181.223633
	Iteration 23Q: 3 clusters Score -6557624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -6557643.000000 Penalty: 5181.223633
	Iteration 24Q: 3 clusters Score -6557643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -6557655.000000 Penalty: 5181.223633
	Iteration 25Q: 3 clusters Score -6557655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -6557655.000000 Penalty: 5181.223633
	Iteration 26Q: 3 clusters Score -6557655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6557658.500000 Penalty: 5181.223633
	Iteration 27Q: 3 clusters Score -6557658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6557676.000000 Penalty: 5181.223633
	Iteration 28Q: 3 clusters Score -6557676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6557682.000000 Penalty: 5181.223633
	Iteration 29Q: 3 clusters Score -6557682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6557676.500000 Penalty: 5181.223633
	Iteration 30Q: 3 clusters Score -6557676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6557676.500000 Penalty: 5181.223633
	Iteration 31Q: 3 clusters Score -6557676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6557673.500000 Penalty: 5181.223633
	Iteration 32Q: 3 clusters Score -6557674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -6557677.500000 Penalty: 5181.223633
	Iteration 33Q: 3 clusters Score -6557678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -6557674.500000 Penalty: 5181.223633
	Iteration 34Q: 3 clusters Score -6557674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -6557674.500000 Penalty: 5181.223633
	Iteration 35F: 3 clusters Score -6557674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1591435.875000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1591436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1584860.625000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1584861 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1586657.375000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1586657 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1586894.250000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1586894 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1587058.375000 Penalty: 4473.152832
	Iteration 3Q: 3 clusters Score -1587058 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1587159.875000 Penalty: 4473.152832
	Iteration 4Q: 3 clusters Score -1587160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1587239.500000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1587240 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1587320.750000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1587321 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1587402.125000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1587402 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1587487.500000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1587488 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1587576.750000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1587577 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1587661.125000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1587661 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1587764.875000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1587765 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1587904.000000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1587904 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1588060.750000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1588061 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1588246.625000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1588247 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1588459.500000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1588460 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1588689.875000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1588690 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1588886.000000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1588886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1589030.375000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1589030 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1589124.750000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1589125 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1589198.500000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1589198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1589253.125000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1589253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1589301.875000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1589302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1589347.250000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1589347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1589373.625000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1589374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1589394.500000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1589394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1589415.625000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1589416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1589435.375000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1589435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1589440.875000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1589441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1589444.250000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1589444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1589447.250000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1589447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1589453.750000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1589454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1589464.625000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1589465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1589465.250000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1589465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1589466.750000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1589467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1589468.250000 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1589468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1589467.250000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1589467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1589467.250000 Penalty: 4473.152832
	Iteration 37F: 3 clusters Score -1589467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -135185.984375 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -135474.171875 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135474.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -135604.406250 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135604.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -135743.031250 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135891.578125 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135891.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -135977.343750 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135977.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136021.015625 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -136021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136054.984375 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -136055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136080.171875 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -136080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136101.015625 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136115.656250 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136120.796875 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136122.734375 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136122.734375 Penalty: 3293.378418
	Iteration 13F: 3 clusters Score -136122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Entering Unmasked Estep 
Score: -5799740.500000 Penalty: 2557.189941
	Iteration 0F: 2 clusters Score -5799740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5780441.500000 Penalty: 5114.379883
	Iteration 0F: 3 clusters Score -5780442 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5787852.500000 Penalty: 5114.379883
	Iteration 1F: 3 clusters Score -5787852 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -5788319.000000 Penalty: 5114.379883
	Iteration 2Q: 3 clusters Score -5788319 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5788760.000000 Penalty: 5114.379883
	Iteration 3Q: 3 clusters Score -5788760 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5789223.000000 Penalty: 5114.379883
	Iteration 4Q: 3 clusters Score -5789223 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5789836.000000 Penalty: 5114.379883
	Iteration 5Q: 3 clusters Score -5789836 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5790539.000000 Penalty: 5114.379883
	Iteration 6Q: 3 clusters Score -5790539 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5791398.000000 Penalty: 5114.379883
	Iteration 7F: 3 clusters Score -5791398 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5792514.000000 Penalty: 5114.379883
	Iteration 8F: 3 clusters Score -5792514 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5794030.500000 Penalty: 5114.379883
	Iteration 9F: 3 clusters Score -5794030 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5795849.500000 Penalty: 5114.379883
	Iteration 10F: 3 clusters Score -5795850 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5797041.000000 Penalty: 5114.379883
	Iteration 11F: 3 clusters Score -5797041 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -5797537.000000 Penalty: 5114.379883
	Iteration 12Q: 3 clusters Score -5797537 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5797779.500000 Penalty: 5114.379883
	Iteration 13Q: 3 clusters Score -5797780 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5797928.000000 Penalty: 5114.379883
	Iteration 14Q: 3 clusters Score -5797928 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -5798033.000000 Penalty: 5114.379883
	Iteration 15Q: 3 clusters Score -5798033 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5798073.000000 Penalty: 5114.379883
	Iteration 16Q: 3 clusters Score -5798073 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -5798108.000000 Penalty: 5114.379883
	Iteration 17Q: 3 clusters Score -5798108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5798116.000000 Penalty: 5114.379883
	Iteration 18Q: 3 clusters Score -5798116 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -5798130.000000 Penalty: 5114.379883
	Iteration 19Q: 3 clusters Score -5798130 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -5798123.000000 Penalty: 5114.379883
	Iteration 20F: 3 clusters Score -5798123 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -5798132.000000 Penalty: 5114.379883
	Iteration 21Q: 3 clusters Score -5798132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5798136.500000 Penalty: 5114.379883
	Iteration 22Q: 3 clusters Score -5798136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5798121.500000 Penalty: 5114.379883
	Iteration 23Q: 3 clusters Score -5798122 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5798139.000000 Penalty: 5114.379883
	Iteration 24Q: 3 clusters Score -5798139 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5798123.500000 Penalty: 5114.379883
	Iteration 25Q: 3 clusters Score -5798124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5798129.000000 Penalty: 5114.379883
	Iteration 26Q: 3 clusters Score -5798129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -5798109.000000 Penalty: 5114.379883
	Iteration 27Q: 3 clusters Score -5798109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5798105.500000 Penalty: 5114.379883
	Iteration 28Q: 3 clusters Score -5798106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -5798102.000000 Penalty: 5114.379883
	Iteration 29Q: 3 clusters Score -5798102 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5798103.500000 Penalty: 5114.379883
	Iteration 30Q: 3 clusters Score -5798104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5798101.500000 Penalty: 5114.379883
	Iteration 31Q: 3 clusters Score -5798102 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -5798110.500000 Penalty: 5114.379883
	Iteration 32Q: 3 clusters Score -5798110 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5798086.000000 Penalty: 5114.379883
	Iteration 33Q: 3 clusters Score -5798086 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5798083.000000 Penalty: 5114.379883
	Iteration 34Q: 3 clusters Score -5798083 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5798070.000000 Penalty: 5114.379883
	Iteration 35Q: 3 clusters Score -5798070 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -5798050.000000 Penalty: 5114.379883
	Iteration 36Q: 3 clusters Score -5798050 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -5798065.500000 Penalty: 5114.379883
	Iteration 37Q: 3 clusters Score -5798066 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -5798033.500000 Penalty: 5114.379883
	Iteration 38Q: 3 clusters Score -5798034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -5798004.500000 Penalty: 5114.379883
	Iteration 39Q: 3 clusters Score -5798004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5798008.500000 Penalty: 5114.379883
	Iteration 40F: 3 clusters Score -5798008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5797968.000000 Penalty: 5114.379883
	Iteration 41Q: 3 clusters Score -5797968 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -5797950.000000 Penalty: 5114.379883
	Iteration 42Q: 3 clusters Score -5797950 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5797950.000000 Penalty: 5114.379883
	Iteration 43Q: 3 clusters Score -5797950 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5797936.500000 Penalty: 5114.379883
	Iteration 44Q: 3 clusters Score -5797936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5797925.000000 Penalty: 5114.379883
	Iteration 45Q: 3 clusters Score -5797925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5797891.500000 Penalty: 5114.379883
	Iteration 46Q: 3 clusters Score -5797892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5797873.000000 Penalty: 5114.379883
	Iteration 47Q: 3 clusters Score -5797873 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -5797855.000000 Penalty: 5114.379883
	Iteration 48Q: 3 clusters Score -5797855 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5797851.500000 Penalty: 5114.379883
	Iteration 49Q: 3 clusters Score -5797852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5797860.500000 Penalty: 5114.379883
	Iteration 50Q: 3 clusters Score -5797860 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5797849.000000 Penalty: 5114.379883
	Iteration 51Q: 3 clusters Score -5797849 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -5797825.000000 Penalty: 5114.379883
	Iteration 52Q: 3 clusters Score -5797825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.379883
	Iteration 53Q: 3 clusters Score -5797806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5797777.000000 Penalty: 5114.379883
	Iteration 54Q: 3 clusters Score -5797777 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -5797773.500000 Penalty: 5114.379883
	Iteration 55Q: 3 clusters Score -5797774 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5797765.000000 Penalty: 5114.379883
	Iteration 56Q: 3 clusters Score -5797765 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -5797735.000000 Penalty: 5114.379883
	Iteration 57Q: 3 clusters Score -5797735 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5797744.500000 Penalty: 5114.379883
	Iteration 58Q: 3 clusters Score -5797744 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5797734.500000 Penalty: 5114.379883
	Iteration 59Q: 3 clusters Score -5797734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -5797717.000000 Penalty: 5114.379883
	Iteration 60F: 3 clusters Score -5797717 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5797720.500000 Penalty: 5114.379883
	Iteration 61Q: 3 clusters Score -5797720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5797696.000000 Penalty: 5114.379883
	Iteration 62Q: 3 clusters Score -5797696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -5797663.000000 Penalty: 5114.379883
	Iteration 63Q: 3 clusters Score -5797663 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5797650.500000 Penalty: 5114.379883
	Iteration 64Q: 3 clusters Score -5797650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -5797655.000000 Penalty: 5114.379883
	Iteration 65Q: 3 clusters Score -5797655 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -5797652.500000 Penalty: 5114.379883
	Iteration 66Q: 3 clusters Score -5797652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -5797641.000000 Penalty: 5114.379883
	Iteration 67Q: 3 clusters Score -5797641 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -5797633.000000 Penalty: 5114.379883
	Iteration 68Q: 3 clusters Score -5797633 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5797620.000000 Penalty: 5114.379883
	Iteration 69Q: 3 clusters Score -5797620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -5797610.500000 Penalty: 5114.379883
	Iteration 70Q: 3 clusters Score -5797610 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5797612.500000 Penalty: 5114.379883
	Iteration 71Q: 3 clusters Score -5797612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5797607.000000 Penalty: 5114.379883
	Iteration 72Q: 3 clusters Score -5797607 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -5797604.000000 Penalty: 5114.379883
	Iteration 73Q: 3 clusters Score -5797604 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5797562.500000 Penalty: 5114.379883
	Iteration 74Q: 3 clusters Score -5797562 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5797532.000000 Penalty: 5114.379883
	Iteration 75Q: 3 clusters Score -5797532 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5797508.500000 Penalty: 5114.379883
	Iteration 76Q: 3 clusters Score -5797508 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -5797508.500000 Penalty: 5114.379883
	Iteration 77Q: 3 clusters Score -5797508 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -5797513.000000 Penalty: 5114.379883
	Iteration 78Q: 3 clusters Score -5797513 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -5797516.500000 Penalty: 5114.379883
	Iteration 79Q: 3 clusters Score -5797516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5797504.500000 Penalty: 5114.379883
	Iteration 80F: 3 clusters Score -5797504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5797509.500000 Penalty: 5114.379883
	Iteration 81Q: 3 clusters Score -5797510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -5797512.000000 Penalty: 5114.379883
	Iteration 82Q: 3 clusters Score -5797512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5797519.500000 Penalty: 5114.379883
	Iteration 83Q: 3 clusters Score -5797520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5797521.500000 Penalty: 5114.379883
	Iteration 84Q: 3 clusters Score -5797522 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -5797510.000000 Penalty: 5114.379883
	Iteration 85Q: 3 clusters Score -5797510 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5797546.500000 Penalty: 5114.379883
	Iteration 86Q: 3 clusters Score -5797546 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5797576.500000 Penalty: 5114.379883
	Iteration 87Q: 3 clusters Score -5797576 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -5797596.500000 Penalty: 5114.379883
	Iteration 88Q: 3 clusters Score -5797596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5797633.000000 Penalty: 5114.379883
	Iteration 89Q: 3 clusters Score -5797633 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5797643.000000 Penalty: 5114.379883
	Iteration 90Q: 3 clusters Score -5797643 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5797690.000000 Penalty: 5114.379883
	Iteration 91Q: 3 clusters Score -5797690 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5797682.000000 Penalty: 5114.379883
	Iteration 92Q: 3 clusters Score -5797682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -5797704.000000 Penalty: 5114.379883
	Iteration 93Q: 3 clusters Score -5797704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5797739.000000 Penalty: 5114.379883
	Iteration 94Q: 3 clusters Score -5797739 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5797735.500000 Penalty: 5114.379883
	Iteration 95Q: 3 clusters Score -5797736 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5797761.500000 Penalty: 5114.379883
	Iteration 96Q: 3 clusters Score -5797762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -5797761.000000 Penalty: 5114.379883
	Iteration 97Q: 3 clusters Score -5797761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5797763.500000 Penalty: 5114.379883
	Iteration 98Q: 3 clusters Score -5797764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5797787.500000 Penalty: 5114.379883
	Iteration 99Q: 3 clusters Score -5797788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5797786.500000 Penalty: 5114.379883
	Iteration 100F: 3 clusters Score -5797786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -5797808.000000 Penalty: 5114.379883
	Iteration 101Q: 3 clusters Score -5797808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -5797808.500000 Penalty: 5114.379883
	Iteration 102Q: 3 clusters Score -5797808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -5797807.500000 Penalty: 5114.379883
	Iteration 103Q: 3 clusters Score -5797808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5797817.000000 Penalty: 5114.379883
	Iteration 104Q: 3 clusters Score -5797817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5797816.500000 Penalty: 5114.379883
	Iteration 105Q: 3 clusters Score -5797816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5797815.000000 Penalty: 5114.379883
	Iteration 106Q: 3 clusters Score -5797815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -5797804.000000 Penalty: 5114.379883
	Iteration 107Q: 3 clusters Score -5797804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -5797811.500000 Penalty: 5114.379883
	Iteration 108Q: 3 clusters Score -5797812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5797806.500000 Penalty: 5114.379883
	Iteration 109Q: 3 clusters Score -5797806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5797809.000000 Penalty: 5114.379883
	Iteration 110Q: 3 clusters Score -5797809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5797815.500000 Penalty: 5114.379883
	Iteration 111Q: 3 clusters Score -5797816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5797814.500000 Penalty: 5114.379883
	Iteration 112Q: 3 clusters Score -5797814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -5797796.500000 Penalty: 5114.379883
	Iteration 113Q: 3 clusters Score -5797796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -5797800.500000 Penalty: 5114.379883
	Iteration 114Q: 3 clusters Score -5797800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5797811.500000 Penalty: 5114.379883
	Iteration 115Q: 3 clusters Score -5797812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5797808.000000 Penalty: 5114.379883
	Iteration 116Q: 3 clusters Score -5797808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5797808.000000 Penalty: 5114.379883
	Iteration 117Q: 3 clusters Score -5797808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5797803.500000 Penalty: 5114.379883
	Iteration 118Q: 3 clusters Score -5797804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5797800.000000 Penalty: 5114.379883
	Iteration 119Q: 3 clusters Score -5797800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5797803.000000 Penalty: 5114.379883
	Iteration 120F: 3 clusters Score -5797803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -5797820.000000 Penalty: 5114.379883
	Iteration 121Q: 3 clusters Score -5797820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -5797830.500000 Penalty: 5114.379883
	Iteration 122Q: 3 clusters Score -5797830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5797837.000000 Penalty: 5114.379883
	Iteration 123Q: 3 clusters Score -5797837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5797824.000000 Penalty: 5114.379883
	Iteration 124Q: 3 clusters Score -5797824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5797822.500000 Penalty: 5114.379883
	Iteration 125Q: 3 clusters Score -5797822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5797815.500000 Penalty: 5114.379883
	Iteration 126Q: 3 clusters Score -5797816 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -5797829.500000 Penalty: 5114.379883
	Iteration 127Q: 3 clusters Score -5797830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5797827.500000 Penalty: 5114.379883
	Iteration 128Q: 3 clusters Score -5797828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5797819.000000 Penalty: 5114.379883
	Iteration 129Q: 3 clusters Score -5797819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5797836.500000 Penalty: 5114.379883
	Iteration 130Q: 3 clusters Score -5797836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5797835.500000 Penalty: 5114.379883
	Iteration 131Q: 3 clusters Score -5797836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5797852.500000 Penalty: 5114.379883
	Iteration 132Q: 3 clusters Score -5797852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5797846.000000 Penalty: 5114.379883
	Iteration 133Q: 3 clusters Score -5797846 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -5797857.500000 Penalty: 5114.379883
	Iteration 134Q: 3 clusters Score -5797858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -5797864.000000 Penalty: 5114.379883
	Iteration 135Q: 3 clusters Score -5797864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5797861.000000 Penalty: 5114.379883
	Iteration 136Q: 3 clusters Score -5797861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5797850.500000 Penalty: 5114.379883
	Iteration 137Q: 3 clusters Score -5797850 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5797833.000000 Penalty: 5114.379883
	Iteration 138Q: 3 clusters Score -5797833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5797851.000000 Penalty: 5114.379883
	Iteration 139Q: 3 clusters Score -5797851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -5797846.000000 Penalty: 5114.379883
	Iteration 140F: 3 clusters Score -5797846 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5797863.000000 Penalty: 5114.379883
	Iteration 141Q: 3 clusters Score -5797863 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5797876.500000 Penalty: 5114.379883
	Iteration 142Q: 3 clusters Score -5797876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5797888.000000 Penalty: 5114.379883
	Iteration 143Q: 3 clusters Score -5797888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5797900.500000 Penalty: 5114.379883
	Iteration 144Q: 3 clusters Score -5797900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5797896.500000 Penalty: 5114.379883
	Iteration 145Q: 3 clusters Score -5797896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5797902.000000 Penalty: 5114.379883
	Iteration 146Q: 3 clusters Score -5797902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5797904.500000 Penalty: 5114.379883
	Iteration 147Q: 3 clusters Score -5797904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5797894.500000 Penalty: 5114.379883
	Iteration 148Q: 3 clusters Score -5797894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5797904.500000 Penalty: 5114.379883
	Iteration 149Q: 3 clusters Score -5797904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5797916.500000 Penalty: 5114.379883
	Iteration 150Q: 3 clusters Score -5797916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5797909.500000 Penalty: 5114.379883
	Iteration 151Q: 3 clusters Score -5797910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5797907.000000 Penalty: 5114.379883
	Iteration 152Q: 3 clusters Score -5797907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5797903.000000 Penalty: 5114.379883
	Iteration 153Q: 3 clusters Score -5797903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5797904.000000 Penalty: 5114.379883
	Iteration 154Q: 3 clusters Score -5797904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5797916.500000 Penalty: 5114.379883
	Iteration 155Q: 3 clusters Score -5797916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5797919.000000 Penalty: 5114.379883
	Iteration 156Q: 3 clusters Score -5797919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5797925.000000 Penalty: 5114.379883
	Iteration 157Q: 3 clusters Score -5797925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5797927.000000 Penalty: 5114.379883
	Iteration 158Q: 3 clusters Score -5797927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5797921.000000 Penalty: 5114.379883
	Iteration 159Q: 3 clusters Score -5797921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5797922.000000 Penalty: 5114.379883
	Iteration 160F: 3 clusters Score -5797922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5797929.500000 Penalty: 5114.379883
	Iteration 161Q: 3 clusters Score -5797930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5797918.500000 Penalty: 5114.379883
	Iteration 162Q: 3 clusters Score -5797918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5797925.000000 Penalty: 5114.379883
	Iteration 163Q: 3 clusters Score -5797925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5797930.000000 Penalty: 5114.379883
	Iteration 164Q: 3 clusters Score -5797930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5797936.000000 Penalty: 5114.379883
	Iteration 165Q: 3 clusters Score -5797936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5797941.500000 Penalty: 5114.379883
	Iteration 166Q: 3 clusters Score -5797942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5797945.500000 Penalty: 5114.379883
	Iteration 167Q: 3 clusters Score -5797946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5797949.500000 Penalty: 5114.379883
	Iteration 168Q: 3 clusters Score -5797950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5797954.000000 Penalty: 5114.379883
	Iteration 169Q: 3 clusters Score -5797954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -5797961.500000 Penalty: 5114.379883
	Iteration 170Q: 3 clusters Score -5797962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5797961.000000 Penalty: 5114.379883
	Iteration 171Q: 3 clusters Score -5797961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5797966.000000 Penalty: 5114.379883
	Iteration 172Q: 3 clusters Score -5797966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5797967.500000 Penalty: 5114.379883
	Iteration 173Q: 3 clusters Score -5797968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5797960.000000 Penalty: 5114.379883
	Iteration 174Q: 3 clusters Score -5797960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5797957.500000 Penalty: 5114.379883
	Iteration 175Q: 3 clusters Score -5797958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5797960.500000 Penalty: 5114.379883
	Iteration 176Q: 3 clusters Score -5797960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5797952.000000 Penalty: 5114.379883
	Iteration 177Q: 3 clusters Score -5797952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5797959.000000 Penalty: 5114.379883
	Iteration 178Q: 3 clusters Score -5797959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5797957.000000 Penalty: 5114.379883
	Iteration 179Q: 3 clusters Score -5797957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5797966.500000 Penalty: 5114.379883
	Iteration 180F: 3 clusters Score -5797966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5797967.000000 Penalty: 5114.379883
	Iteration 181Q: 3 clusters Score -5797967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5797960.000000 Penalty: 5114.379883
	Iteration 182Q: 3 clusters Score -5797960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5797964.000000 Penalty: 5114.379883
	Iteration 183Q: 3 clusters Score -5797964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5797969.500000 Penalty: 5114.379883
	Iteration 184Q: 3 clusters Score -5797970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5797967.000000 Penalty: 5114.379883
	Iteration 185Q: 3 clusters Score -5797967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5797967.000000 Penalty: 5114.379883
	Iteration 186Q: 3 clusters Score -5797967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5797964.500000 Penalty: 5114.379883
	Iteration 187Q: 3 clusters Score -5797964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5797956.000000 Penalty: 5114.379883
	Iteration 188Q: 3 clusters Score -5797956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5797961.500000 Penalty: 5114.379883
	Iteration 189Q: 3 clusters Score -5797962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5797959.500000 Penalty: 5114.379883
	Iteration 190Q: 3 clusters Score -5797960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5797959.000000 Penalty: 5114.379883
	Iteration 191Q: 3 clusters Score -5797959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5797954.000000 Penalty: 5114.379883
	Iteration 192Q: 3 clusters Score -5797954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5797958.000000 Penalty: 5114.379883
	Iteration 193Q: 3 clusters Score -5797958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5797959.500000 Penalty: 5114.379883
	Iteration 194Q: 3 clusters Score -5797960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5797951.500000 Penalty: 5114.379883
	Iteration 195Q: 3 clusters Score -5797952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5797948.500000 Penalty: 5114.379883
	Iteration 196Q: 3 clusters Score -5797948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5797948.500000 Penalty: 5114.379883
	Iteration 197F: 3 clusters Score -5797948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Entering Unmasked Estep 
Score: -4057898.500000 Penalty: 2451.433838
	Iteration 0F: 2 clusters Score -4057898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4045883.500000 Penalty: 4902.867676
	Iteration 0F: 3 clusters Score -4045884 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4050465.000000 Penalty: 4902.867676
	Iteration 1F: 3 clusters Score -4050465 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4050931.000000 Penalty: 4902.867676
	Iteration 2F: 3 clusters Score -4050931 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4051243.000000 Penalty: 4902.867676
	Iteration 3F: 3 clusters Score -4051243 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4051548.000000 Penalty: 4902.867676
	Iteration 4Q: 3 clusters Score -4051548 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -4051850.500000 Penalty: 4902.867676
	Iteration 5Q: 3 clusters Score -4051850 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -4052023.000000 Penalty: 4902.867676
	Iteration 6Q: 3 clusters Score -4052023 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -4052132.000000 Penalty: 4902.867676
	Iteration 7Q: 3 clusters Score -4052132 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -4052352.750000 Penalty: 4902.867676
	Iteration 8Q: 3 clusters Score -4052353 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4052555.250000 Penalty: 4902.867676
	Iteration 9Q: 3 clusters Score -4052555 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4052715.000000 Penalty: 4902.867676
	Iteration 10Q: 3 clusters Score -4052715 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4053081.000000 Penalty: 4902.867676
	Iteration 11Q: 3 clusters Score -4053081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4053556.750000 Penalty: 4902.867676
	Iteration 12Q: 3 clusters Score -4053557 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4054029.500000 Penalty: 4902.867676
	Iteration 13Q: 3 clusters Score -4054030 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4054501.500000 Penalty: 4902.867676
	Iteration 14Q: 3 clusters Score -4054502 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4054884.500000 Penalty: 4902.867676
	Iteration 15Q: 3 clusters Score -4054884 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4055154.500000 Penalty: 4902.867676
	Iteration 16Q: 3 clusters Score -4055154 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -4055322.500000 Penalty: 4902.867676
	Iteration 17Q: 3 clusters Score -4055322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4055425.500000 Penalty: 4902.867676
	Iteration 18Q: 3 clusters Score -4055426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4055484.750000 Penalty: 4902.867676
	Iteration 19Q: 3 clusters Score -4055485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4055544.750000 Penalty: 4902.867676
	Iteration 20F: 3 clusters Score -4055545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4055587.750000 Penalty: 4902.867676
	Iteration 21Q: 3 clusters Score -4055588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4055624.000000 Penalty: 4902.867676
	Iteration 22Q: 3 clusters Score -4055624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4055640.250000 Penalty: 4902.867676
	Iteration 23Q: 3 clusters Score -4055640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -4055652.750000 Penalty: 4902.867676
	Iteration 24Q: 3 clusters Score -4055653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4055663.000000 Penalty: 4902.867676
	Iteration 25Q: 3 clusters Score -4055663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4055670.500000 Penalty: 4902.867676
	Iteration 26Q: 3 clusters Score -4055670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4055675.500000 Penalty: 4902.867676
	Iteration 27Q: 3 clusters Score -4055676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4055687.000000 Penalty: 4902.867676
	Iteration 28Q: 3 clusters Score -4055687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -4055690.500000 Penalty: 4902.867676
	Iteration 29Q: 3 clusters Score -4055690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4055691.500000 Penalty: 4902.867676
	Iteration 30Q: 3 clusters Score -4055692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4055694.250000 Penalty: 4902.867676
	Iteration 31Q: 3 clusters Score -4055694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4055700.250000 Penalty: 4902.867676
	Iteration 32Q: 3 clusters Score -4055700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4055705.000000 Penalty: 4902.867676
	Iteration 33Q: 3 clusters Score -4055705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4055717.250000 Penalty: 4902.867676
	Iteration 34Q: 3 clusters Score -4055717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4055721.250000 Penalty: 4902.867676
	Iteration 35Q: 3 clusters Score -4055721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4055719.750000 Penalty: 4902.867676
	Iteration 36Q: 3 clusters Score -4055720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4055721.000000 Penalty: 4902.867676
	Iteration 37Q: 3 clusters Score -4055721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4055718.000000 Penalty: 4902.867676
	Iteration 38Q: 3 clusters Score -4055718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4055718.000000 Penalty: 4902.867676
	Iteration 39F: 3 clusters Score -4055718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Entering Unmasked Estep 
Score: -7878016.000000 Penalty: 2641.812988
	Iteration 0F: 2 clusters Score -7878016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7851191.500000 Penalty: 5283.625977
	Iteration 0F: 3 clusters Score -7851192 nChanged 19422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7862028.000000 Penalty: 5283.625977
	Iteration 1F: 3 clusters Score -7862028 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -7862749.500000 Penalty: 5283.625977
	Iteration 2Q: 3 clusters Score -7862750 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -7863629.500000 Penalty: 5283.625977
	Iteration 3F: 3 clusters Score -7863630 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -7864873.000000 Penalty: 5283.625977
	Iteration 4F: 3 clusters Score -7864873 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -7866502.500000 Penalty: 5283.625977
	Iteration 5F: 3 clusters Score -7866502 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -7868360.000000 Penalty: 5283.625977
	Iteration 6F: 3 clusters Score -7868360 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -7870310.500000 Penalty: 5283.625977
	Iteration 7F: 3 clusters Score -7870310 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7872063.500000 Penalty: 5283.625977
	Iteration 8Q: 3 clusters Score -7872064 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7873233.500000 Penalty: 5283.625977
	Iteration 9Q: 3 clusters Score -7873234 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7873991.000000 Penalty: 5283.625977
	Iteration 10Q: 3 clusters Score -7873991 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7874387.500000 Penalty: 5283.625977
	Iteration 11Q: 3 clusters Score -7874388 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7874638.500000 Penalty: 5283.625977
	Iteration 12Q: 3 clusters Score -7874638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7874784.500000 Penalty: 5283.625977
	Iteration 13Q: 3 clusters Score -7874784 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7874885.000000 Penalty: 5283.625977
	Iteration 14Q: 3 clusters Score -7874885 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7874953.500000 Penalty: 5283.625977
	Iteration 15Q: 3 clusters Score -7874954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7875033.000000 Penalty: 5283.625977
	Iteration 16Q: 3 clusters Score -7875033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7875090.000000 Penalty: 5283.625977
	Iteration 17Q: 3 clusters Score -7875090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7875135.500000 Penalty: 5283.625977
	Iteration 18Q: 3 clusters Score -7875136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7875169.000000 Penalty: 5283.625977
	Iteration 19Q: 3 clusters Score -7875169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -7875192.500000 Penalty: 5283.625977
	Iteration 20F: 3 clusters Score -7875192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7875214.000000 Penalty: 5283.625977
	Iteration 21Q: 3 clusters Score -7875214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7875213.500000 Penalty: 5283.625977
	Iteration 22Q: 3 clusters Score -7875214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7875221.000000 Penalty: 5283.625977
	Iteration 23Q: 3 clusters Score -7875221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7875240.500000 Penalty: 5283.625977
	Iteration 24Q: 3 clusters Score -7875240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7875259.500000 Penalty: 5283.625977
	Iteration 25Q: 3 clusters Score -7875260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7875269.000000 Penalty: 5283.625977
	Iteration 26Q: 3 clusters Score -7875269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -7875287.000000 Penalty: 5283.625977
	Iteration 27Q: 3 clusters Score -7875287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7875290.500000 Penalty: 5283.625977
	Iteration 28Q: 3 clusters Score -7875290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7875303.500000 Penalty: 5283.625977
	Iteration 29Q: 3 clusters Score -7875304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7875328.000000 Penalty: 5283.625977
	Iteration 30Q: 3 clusters Score -7875328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7875328.000000 Penalty: 5283.625977
	Iteration 31Q: 3 clusters Score -7875328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7875345.500000 Penalty: 5283.625977
	Iteration 32Q: 3 clusters Score -7875346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7875353.000000 Penalty: 5283.625977
	Iteration 33Q: 3 clusters Score -7875353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7875362.000000 Penalty: 5283.625977
	Iteration 34Q: 3 clusters Score -7875362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7875382.000000 Penalty: 5283.625977
	Iteration 35Q: 3 clusters Score -7875382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7875388.000000 Penalty: 5283.625977
	Iteration 36Q: 3 clusters Score -7875388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7875395.000000 Penalty: 5283.625977
	Iteration 37Q: 3 clusters Score -7875395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7875407.000000 Penalty: 5283.625977
	Iteration 38Q: 3 clusters Score -7875407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7875408.000000 Penalty: 5283.625977
	Iteration 39Q: 3 clusters Score -7875408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7875410.000000 Penalty: 5283.625977
	Iteration 40F: 3 clusters Score -7875410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7875417.000000 Penalty: 5283.625977
	Iteration 41Q: 3 clusters Score -7875417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7875423.500000 Penalty: 5283.625977
	Iteration 42Q: 3 clusters Score -7875424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7875428.500000 Penalty: 5283.625977
	Iteration 43Q: 3 clusters Score -7875428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7875434.000000 Penalty: 5283.625977
	Iteration 44Q: 3 clusters Score -7875434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7875437.000000 Penalty: 5283.625977
	Iteration 45Q: 3 clusters Score -7875437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7875434.500000 Penalty: 5283.625977
	Iteration 46Q: 3 clusters Score -7875434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7875433.000000 Penalty: 5283.625977
	Iteration 47Q: 3 clusters Score -7875433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7875433.000000 Penalty: 5283.625977
	Iteration 48Q: 3 clusters Score -7875433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7875437.000000 Penalty: 5283.625977
	Iteration 49Q: 3 clusters Score -7875437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7875440.000000 Penalty: 5283.625977
	Iteration 50Q: 3 clusters Score -7875440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7875444.000000 Penalty: 5283.625977
	Iteration 51Q: 3 clusters Score -7875444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7875445.500000 Penalty: 5283.625977
	Iteration 52Q: 3 clusters Score -7875446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7875444.000000 Penalty: 5283.625977
	Iteration 53Q: 3 clusters Score -7875444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7875453.500000 Penalty: 5283.625977
	Iteration 54Q: 3 clusters Score -7875454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7875459.000000 Penalty: 5283.625977
	Iteration 55Q: 3 clusters Score -7875459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7875472.000000 Penalty: 5283.625977
	Iteration 56Q: 3 clusters Score -7875472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7875474.000000 Penalty: 5283.625977
	Iteration 57Q: 3 clusters Score -7875474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7875463.000000 Penalty: 5283.625977
	Iteration 58Q: 3 clusters Score -7875463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7875474.000000 Penalty: 5283.625977
	Iteration 59Q: 3 clusters Score -7875474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7875470.000000 Penalty: 5283.625977
	Iteration 60F: 3 clusters Score -7875470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7875469.000000 Penalty: 5283.625977
	Iteration 61Q: 3 clusters Score -7875469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7875463.000000 Penalty: 5283.625977
	Iteration 62Q: 3 clusters Score -7875463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7875462.000000 Penalty: 5283.625977
	Iteration 63Q: 3 clusters Score -7875462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7875476.500000 Penalty: 5283.625977
	Iteration 64Q: 3 clusters Score -7875476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7875474.000000 Penalty: 5283.625977
	Iteration 65Q: 3 clusters Score -7875474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7875473.000000 Penalty: 5283.625977
	Iteration 66Q: 3 clusters Score -7875473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7875480.000000 Penalty: 5283.625977
	Iteration 67Q: 3 clusters Score -7875480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7875480.000000 Penalty: 5283.625977
	Iteration 68F: 3 clusters Score -7875480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -181158.640625 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181158.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -181478.562500 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181478.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -181572.453125 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181572.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -181616.734375 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181616.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -181663.890625 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181663.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -181689.109375 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -181707.468750 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181725.921875 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181731.187500 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181731.984375 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -181733.906250 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181733.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181736.281250 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -181739.078125 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181739.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181741.250000 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -181743.171875 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -181743.171875 Penalty: 3436.554688
	Iteration 15F: 3 clusters Score -181743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Entering Unmasked Estep 
Score: -1989108.000000 Penalty: 2296.783447
	Iteration 0F: 2 clusters Score -1989108 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 5272 members 
Entering Unmasked Estep 
Score: -1981152.625000 Penalty: 4593.566895
	Iteration 0F: 3 clusters Score -1981153 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1983495.750000 Penalty: 4593.566895
	Iteration 1F: 3 clusters Score -1983496 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1983826.250000 Penalty: 4593.566895
	Iteration 2F: 3 clusters Score -1983826 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1984081.750000 Penalty: 4593.566895
	Iteration 3F: 3 clusters Score -1984082 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1984324.875000 Penalty: 4593.566895
	Iteration 4Q: 3 clusters Score -1984325 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1984547.250000 Penalty: 4593.566895
	Iteration 5Q: 3 clusters Score -1984547 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1984771.875000 Penalty: 4593.566895
	Iteration 6Q: 3 clusters Score -1984772 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1985041.125000 Penalty: 4593.566895
	Iteration 7Q: 3 clusters Score -1985041 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1985324.375000 Penalty: 4593.566895
	Iteration 8Q: 3 clusters Score -1985324 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1985626.875000 Penalty: 4593.566895
	Iteration 9Q: 3 clusters Score -1985627 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1985888.125000 Penalty: 4593.566895
	Iteration 10Q: 3 clusters Score -1985888 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1986086.250000 Penalty: 4593.566895
	Iteration 11Q: 3 clusters Score -1986086 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1986262.375000 Penalty: 4593.566895
	Iteration 12Q: 3 clusters Score -1986262 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1986411.625000 Penalty: 4593.566895
	Iteration 13Q: 3 clusters Score -1986412 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1986534.875000 Penalty: 4593.566895
	Iteration 14Q: 3 clusters Score -1986535 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1986624.875000 Penalty: 4593.566895
	Iteration 15Q: 3 clusters Score -1986625 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1986695.750000 Penalty: 4593.566895
	Iteration 16Q: 3 clusters Score -1986696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1986740.750000 Penalty: 4593.566895
	Iteration 17Q: 3 clusters Score -1986741 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1986778.750000 Penalty: 4593.566895
	Iteration 18Q: 3 clusters Score -1986779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1986816.875000 Penalty: 4593.566895
	Iteration 19Q: 3 clusters Score -1986817 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1986850.500000 Penalty: 4593.566895
	Iteration 20F: 3 clusters Score -1986850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1986871.000000 Penalty: 4593.566895
	Iteration 21Q: 3 clusters Score -1986871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1986877.500000 Penalty: 4593.566895
	Iteration 22Q: 3 clusters Score -1986878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1986898.500000 Penalty: 4593.566895
	Iteration 23Q: 3 clusters Score -1986898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1986912.125000 Penalty: 4593.566895
	Iteration 24Q: 3 clusters Score -1986912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1986922.875000 Penalty: 4593.566895
	Iteration 25Q: 3 clusters Score -1986923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1986935.250000 Penalty: 4593.566895
	Iteration 26Q: 3 clusters Score -1986935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1986945.375000 Penalty: 4593.566895
	Iteration 27Q: 3 clusters Score -1986945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1986956.125000 Penalty: 4593.566895
	Iteration 28Q: 3 clusters Score -1986956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1986960.375000 Penalty: 4593.566895
	Iteration 29Q: 3 clusters Score -1986960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1986969.250000 Penalty: 4593.566895
	Iteration 30Q: 3 clusters Score -1986969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1986971.750000 Penalty: 4593.566895
	Iteration 31Q: 3 clusters Score -1986972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1986975.125000 Penalty: 4593.566895
	Iteration 32Q: 3 clusters Score -1986975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1986976.250000 Penalty: 4593.566895
	Iteration 33Q: 3 clusters Score -1986976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1986982.125000 Penalty: 4593.566895
	Iteration 34Q: 3 clusters Score -1986982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1986990.875000 Penalty: 4593.566895
	Iteration 35Q: 3 clusters Score -1986991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1987001.000000 Penalty: 4593.566895
	Iteration 36Q: 3 clusters Score -1987001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1987017.750000 Penalty: 4593.566895
	Iteration 37Q: 3 clusters Score -1987018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1987018.250000 Penalty: 4593.566895
	Iteration 38Q: 3 clusters Score -1987018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1987031.875000 Penalty: 4593.566895
	Iteration 39Q: 3 clusters Score -1987032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1987044.500000 Penalty: 4593.566895
	Iteration 40F: 3 clusters Score -1987044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1987053.750000 Penalty: 4593.566895
	Iteration 41Q: 3 clusters Score -1987054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1987056.750000 Penalty: 4593.566895
	Iteration 42Q: 3 clusters Score -1987057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1987067.125000 Penalty: 4593.566895
	Iteration 43Q: 3 clusters Score -1987067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1987075.000000 Penalty: 4593.566895
	Iteration 44Q: 3 clusters Score -1987075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1987087.250000 Penalty: 4593.566895
	Iteration 45Q: 3 clusters Score -1987087 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1987095.250000 Penalty: 4593.566895
	Iteration 46Q: 3 clusters Score -1987095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1987100.500000 Penalty: 4593.566895
	Iteration 47Q: 3 clusters Score -1987100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1987114.875000 Penalty: 4593.566895
	Iteration 48Q: 3 clusters Score -1987115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1987123.250000 Penalty: 4593.566895
	Iteration 49Q: 3 clusters Score -1987123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1987136.625000 Penalty: 4593.566895
	Iteration 50Q: 3 clusters Score -1987137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1987144.750000 Penalty: 4593.566895
	Iteration 51Q: 3 clusters Score -1987145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1987155.625000 Penalty: 4593.566895
	Iteration 52Q: 3 clusters Score -1987156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1987163.875000 Penalty: 4593.566895
	Iteration 53Q: 3 clusters Score -1987164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1987166.250000 Penalty: 4593.566895
	Iteration 54Q: 3 clusters Score -1987166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1987167.750000 Penalty: 4593.566895
	Iteration 55Q: 3 clusters Score -1987168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1987172.250000 Penalty: 4593.566895
	Iteration 56Q: 3 clusters Score -1987172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1987175.750000 Penalty: 4593.566895
	Iteration 57Q: 3 clusters Score -1987176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1987172.375000 Penalty: 4593.566895
	Iteration 58Q: 3 clusters Score -1987172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1987172.125000 Penalty: 4593.566895
	Iteration 59Q: 3 clusters Score -1987172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1987173.250000 Penalty: 4593.566895
	Iteration 60F: 3 clusters Score -1987173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1987174.875000 Penalty: 4593.566895
	Iteration 61Q: 3 clusters Score -1987175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1987178.125000 Penalty: 4593.566895
	Iteration 62Q: 3 clusters Score -1987178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1987176.875000 Penalty: 4593.566895
	Iteration 63Q: 3 clusters Score -1987177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1987180.750000 Penalty: 4593.566895
	Iteration 64Q: 3 clusters Score -1987181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1987178.125000 Penalty: 4593.566895
	Iteration 65Q: 3 clusters Score -1987178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1987177.750000 Penalty: 4593.566895
	Iteration 66Q: 3 clusters Score -1987178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1987177.750000 Penalty: 4593.566895
	Iteration 67F: 3 clusters Score -1987178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -223123.375000 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -223123.4 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 575 members 
Entering Unmasked Estep 
Score: -221047.281250 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -221047.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -221355.218750 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -221355.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -221467.453125 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -221467.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -221606.046875 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -221606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -221733.062500 Penalty: 3489.929688
	Iteration 4Q: 3 clusters Score -221733.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -221908.062500 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -221908.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -222036.500000 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -222036.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -222134.109375 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -222134.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -222190.359375 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -222190.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222247.843750 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -222247.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -222299.125000 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -222299.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222357.781250 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -222357.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -222396.500000 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -222396.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -222424.031250 Penalty: 3489.929688
	Iteration 13Q: 3 clusters Score -222424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -222443.078125 Penalty: 3489.929688
	Iteration 14Q: 3 clusters Score -222443.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -222466.593750 Penalty: 3489.929688
	Iteration 15Q: 3 clusters Score -222466.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -222491.921875 Penalty: 3489.929688
	Iteration 16Q: 3 clusters Score -222491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222506.500000 Penalty: 3489.929688
	Iteration 17Q: 3 clusters Score -222506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222517.234375 Penalty: 3489.929688
	Iteration 18Q: 3 clusters Score -222517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222521.671875 Penalty: 3489.929688
	Iteration 19Q: 3 clusters Score -222521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -222523.468750 Penalty: 3489.929688
	Iteration 20F: 3 clusters Score -222523.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222524.671875 Penalty: 3489.929688
	Iteration 21Q: 3 clusters Score -222524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -222524.671875 Penalty: 3489.929688
	Iteration 22F: 3 clusters Score -222524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Entering Unmasked Estep 
Score: -6093610.500000 Penalty: 2578.741943
	Iteration 0F: 2 clusters Score -6093610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6071998.500000 Penalty: 5157.483887
	Iteration 0F: 3 clusters Score -6071998 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6079974.500000 Penalty: 5157.483887
	Iteration 1F: 3 clusters Score -6079974 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -6080347.000000 Penalty: 5157.483887
	Iteration 2Q: 3 clusters Score -6080347 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -6080668.500000 Penalty: 5157.483887
	Iteration 3Q: 3 clusters Score -6080668 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -6080935.000000 Penalty: 5157.483887
	Iteration 4Q: 3 clusters Score -6080935 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6081163.000000 Penalty: 5157.483887
	Iteration 5Q: 3 clusters Score -6081163 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -6081379.500000 Penalty: 5157.483887
	Iteration 6Q: 3 clusters Score -6081380 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6081562.000000 Penalty: 5157.483887
	Iteration 7Q: 3 clusters Score -6081562 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -6081790.500000 Penalty: 5157.483887
	Iteration 8Q: 3 clusters Score -6081790 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -6082053.500000 Penalty: 5157.483887
	Iteration 9Q: 3 clusters Score -6082054 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -6082389.500000 Penalty: 5157.483887
	Iteration 10Q: 3 clusters Score -6082390 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -6082897.500000 Penalty: 5157.483887
	Iteration 11Q: 3 clusters Score -6082898 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -6083554.000000 Penalty: 5157.483887
	Iteration 12Q: 3 clusters Score -6083554 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -6084392.500000 Penalty: 5157.483887
	Iteration 13Q: 3 clusters Score -6084392 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -6085504.500000 Penalty: 5157.483887
	Iteration 14F: 3 clusters Score -6085504 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -6086673.500000 Penalty: 5157.483887
	Iteration 15F: 3 clusters Score -6086674 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -6087753.000000 Penalty: 5157.483887
	Iteration 16Q: 3 clusters Score -6087753 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -6088649.500000 Penalty: 5157.483887
	Iteration 17Q: 3 clusters Score -6088650 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -6089338.000000 Penalty: 5157.483887
	Iteration 18Q: 3 clusters Score -6089338 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -6089823.500000 Penalty: 5157.483887
	Iteration 19Q: 3 clusters Score -6089824 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -6090160.000000 Penalty: 5157.483887
	Iteration 20F: 3 clusters Score -6090160 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -6090403.000000 Penalty: 5157.483887
	Iteration 21Q: 3 clusters Score -6090403 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -6090584.000000 Penalty: 5157.483887
	Iteration 22Q: 3 clusters Score -6090584 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -6090715.500000 Penalty: 5157.483887
	Iteration 23Q: 3 clusters Score -6090716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6090803.500000 Penalty: 5157.483887
	Iteration 24Q: 3 clusters Score -6090804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -6090892.500000 Penalty: 5157.483887
	Iteration 25Q: 3 clusters Score -6090892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -6090961.000000 Penalty: 5157.483887
	Iteration 26Q: 3 clusters Score -6090961 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -6091028.500000 Penalty: 5157.483887
	Iteration 27Q: 3 clusters Score -6091028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -6091065.500000 Penalty: 5157.483887
	Iteration 28Q: 3 clusters Score -6091066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -6091107.500000 Penalty: 5157.483887
	Iteration 29Q: 3 clusters Score -6091108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6091134.500000 Penalty: 5157.483887
	Iteration 30Q: 3 clusters Score -6091134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -6091161.000000 Penalty: 5157.483887
	Iteration 31Q: 3 clusters Score -6091161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -6091177.500000 Penalty: 5157.483887
	Iteration 32Q: 3 clusters Score -6091178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -6091194.000000 Penalty: 5157.483887
	Iteration 33Q: 3 clusters Score -6091194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -6091213.000000 Penalty: 5157.483887
	Iteration 34Q: 3 clusters Score -6091213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -6091221.000000 Penalty: 5157.483887
	Iteration 35Q: 3 clusters Score -6091221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -6091224.000000 Penalty: 5157.483887
	Iteration 36Q: 3 clusters Score -6091224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6091237.500000 Penalty: 5157.483887
	Iteration 37Q: 3 clusters Score -6091238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -6091232.000000 Penalty: 5157.483887
	Iteration 38Q: 3 clusters Score -6091232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -6091240.000000 Penalty: 5157.483887
	Iteration 39Q: 3 clusters Score -6091240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -6091249.000000 Penalty: 5157.483887
	Iteration 40F: 3 clusters Score -6091249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -6091252.000000 Penalty: 5157.483887
	Iteration 41Q: 3 clusters Score -6091252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -6091276.500000 Penalty: 5157.483887
	Iteration 42Q: 3 clusters Score -6091276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -6091282.500000 Penalty: 5157.483887
	Iteration 43Q: 3 clusters Score -6091282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -6091279.500000 Penalty: 5157.483887
	Iteration 44Q: 3 clusters Score -6091280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -6091295.500000 Penalty: 5157.483887
	Iteration 45Q: 3 clusters Score -6091296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6091294.500000 Penalty: 5157.483887
	Iteration 46Q: 3 clusters Score -6091294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6091294.500000 Penalty: 5157.483887
	Iteration 47Q: 3 clusters Score -6091294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -6091296.000000 Penalty: 5157.483887
	Iteration 48Q: 3 clusters Score -6091296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6091293.500000 Penalty: 5157.483887
	Iteration 49Q: 3 clusters Score -6091294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -6091292.500000 Penalty: 5157.483887
	Iteration 50Q: 3 clusters Score -6091292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6091300.500000 Penalty: 5157.483887
	Iteration 51Q: 3 clusters Score -6091300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -6091297.000000 Penalty: 5157.483887
	Iteration 52Q: 3 clusters Score -6091297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -6091303.000000 Penalty: 5157.483887
	Iteration 53Q: 3 clusters Score -6091303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6091302.500000 Penalty: 5157.483887
	Iteration 54Q: 3 clusters Score -6091302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -6091308.500000 Penalty: 5157.483887
	Iteration 55Q: 3 clusters Score -6091308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6091313.000000 Penalty: 5157.483887
	Iteration 56Q: 3 clusters Score -6091313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -6091313.000000 Penalty: 5157.483887
	Iteration 57F: 3 clusters Score -6091313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Entering Unmasked Estep 
Score: -5862236.500000 Penalty: 2551.111816
	Iteration 0F: 2 clusters Score -5862236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -5844450.000000 Penalty: 5102.223633
	Iteration 0F: 3 clusters Score -5844450 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5851705.000000 Penalty: 5102.223633
	Iteration 1F: 3 clusters Score -5851705 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5852148.000000 Penalty: 5102.223633
	Iteration 2Q: 3 clusters Score -5852148 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5852556.000000 Penalty: 5102.223633
	Iteration 3Q: 3 clusters Score -5852556 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5852995.500000 Penalty: 5102.223633
	Iteration 4Q: 3 clusters Score -5852996 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5853390.000000 Penalty: 5102.223633
	Iteration 5Q: 3 clusters Score -5853390 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5853852.000000 Penalty: 5102.223633
	Iteration 6Q: 3 clusters Score -5853852 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -5854396.500000 Penalty: 5102.223633
	Iteration 7Q: 3 clusters Score -5854396 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -5855004.500000 Penalty: 5102.223633
	Iteration 8F: 3 clusters Score -5855004 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -5855613.500000 Penalty: 5102.223633
	Iteration 9F: 3 clusters Score -5855614 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5856252.000000 Penalty: 5102.223633
	Iteration 10Q: 3 clusters Score -5856252 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5856787.500000 Penalty: 5102.223633
	Iteration 11Q: 3 clusters Score -5856788 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5857231.500000 Penalty: 5102.223633
	Iteration 12Q: 3 clusters Score -5857232 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5857662.000000 Penalty: 5102.223633
	Iteration 13Q: 3 clusters Score -5857662 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5858038.000000 Penalty: 5102.223633
	Iteration 14Q: 3 clusters Score -5858038 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -5858347.500000 Penalty: 5102.223633
	Iteration 15Q: 3 clusters Score -5858348 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5858663.000000 Penalty: 5102.223633
	Iteration 16Q: 3 clusters Score -5858663 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5858938.500000 Penalty: 5102.223633
	Iteration 17Q: 3 clusters Score -5858938 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5859225.500000 Penalty: 5102.223633
	Iteration 18Q: 3 clusters Score -5859226 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -5859462.000000 Penalty: 5102.223633
	Iteration 19Q: 3 clusters Score -5859462 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5859711.000000 Penalty: 5102.223633
	Iteration 20F: 3 clusters Score -5859711 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -5859926.000000 Penalty: 5102.223633
	Iteration 21Q: 3 clusters Score -5859926 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5860117.500000 Penalty: 5102.223633
	Iteration 22Q: 3 clusters Score -5860118 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -5860244.000000 Penalty: 5102.223633
	Iteration 23Q: 3 clusters Score -5860244 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5860349.500000 Penalty: 5102.223633
	Iteration 24Q: 3 clusters Score -5860350 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5860386.000000 Penalty: 5102.223633
	Iteration 25Q: 3 clusters Score -5860386 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5860426.000000 Penalty: 5102.223633
	Iteration 26Q: 3 clusters Score -5860426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5860405.000000 Penalty: 5102.223633
	Iteration 27Q: 3 clusters Score -5860405 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5860404.500000 Penalty: 5102.223633
	Iteration 28Q: 3 clusters Score -5860404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -5860413.000000 Penalty: 5102.223633
	Iteration 29Q: 3 clusters Score -5860413 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5860399.000000 Penalty: 5102.223633
	Iteration 30Q: 3 clusters Score -5860399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -5860418.000000 Penalty: 5102.223633
	Iteration 31Q: 3 clusters Score -5860418 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5860417.000000 Penalty: 5102.223633
	Iteration 32Q: 3 clusters Score -5860417 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -5860383.500000 Penalty: 5102.223633
	Iteration 33Q: 3 clusters Score -5860384 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -5860362.500000 Penalty: 5102.223633
	Iteration 34Q: 3 clusters Score -5860362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5860341.500000 Penalty: 5102.223633
	Iteration 35Q: 3 clusters Score -5860342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -5860347.000000 Penalty: 5102.223633
	Iteration 36Q: 3 clusters Score -5860347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5860340.500000 Penalty: 5102.223633
	Iteration 37Q: 3 clusters Score -5860340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5860342.000000 Penalty: 5102.223633
	Iteration 38Q: 3 clusters Score -5860342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -5860333.500000 Penalty: 5102.223633
	Iteration 39Q: 3 clusters Score -5860334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5860323.000000 Penalty: 5102.223633
	Iteration 40F: 3 clusters Score -5860323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5860333.500000 Penalty: 5102.223633
	Iteration 41Q: 3 clusters Score -5860334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5860335.500000 Penalty: 5102.223633
	Iteration 42Q: 3 clusters Score -5860336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5860341.000000 Penalty: 5102.223633
	Iteration 43Q: 3 clusters Score -5860341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5860339.500000 Penalty: 5102.223633
	Iteration 44Q: 3 clusters Score -5860340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5860329.500000 Penalty: 5102.223633
	Iteration 45Q: 3 clusters Score -5860330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5860344.000000 Penalty: 5102.223633
	Iteration 46Q: 3 clusters Score -5860344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -5860334.500000 Penalty: 5102.223633
	Iteration 47Q: 3 clusters Score -5860334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5860333.500000 Penalty: 5102.223633
	Iteration 48Q: 3 clusters Score -5860334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5860335.500000 Penalty: 5102.223633
	Iteration 49Q: 3 clusters Score -5860336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5860340.500000 Penalty: 5102.223633
	Iteration 50Q: 3 clusters Score -5860340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5860334.000000 Penalty: 5102.223633
	Iteration 51Q: 3 clusters Score -5860334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5860328.500000 Penalty: 5102.223633
	Iteration 52Q: 3 clusters Score -5860328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5860329.500000 Penalty: 5102.223633
	Iteration 53Q: 3 clusters Score -5860330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -5860329.000000 Penalty: 5102.223633
	Iteration 54Q: 3 clusters Score -5860329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5860334.500000 Penalty: 5102.223633
	Iteration 55Q: 3 clusters Score -5860334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5860345.000000 Penalty: 5102.223633
	Iteration 56Q: 3 clusters Score -5860345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -5860334.500000 Penalty: 5102.223633
	Iteration 57Q: 3 clusters Score -5860334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5860332.000000 Penalty: 5102.223633
	Iteration 58Q: 3 clusters Score -5860332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5860332.000000 Penalty: 5102.223633
	Iteration 59F: 3 clusters Score -5860332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Entering Unmasked Estep 
Score: -5042009.500000 Penalty: 2510.111572
	Iteration 0F: 2 clusters Score -5042010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -5026094.500000 Penalty: 5020.223145
	Iteration 0F: 3 clusters Score -5026094 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -5032111.500000 Penalty: 5020.223145
	Iteration 1F: 3 clusters Score -5032112 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -5032544.500000 Penalty: 5020.223145
	Iteration 2F: 3 clusters Score -5032544 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -5032901.500000 Penalty: 5020.223145
	Iteration 3Q: 3 clusters Score -5032902 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -5033256.000000 Penalty: 5020.223145
	Iteration 4Q: 3 clusters Score -5033256 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -5033654.500000 Penalty: 5020.223145
	Iteration 5Q: 3 clusters Score -5033654 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5034101.000000 Penalty: 5020.223145
	Iteration 6Q: 3 clusters Score -5034101 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5034600.500000 Penalty: 5020.223145
	Iteration 7Q: 3 clusters Score -5034600 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -5035206.000000 Penalty: 5020.223145
	Iteration 8Q: 3 clusters Score -5035206 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -5036063.500000 Penalty: 5020.223145
	Iteration 9Q: 3 clusters Score -5036064 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5037030.500000 Penalty: 5020.223145
	Iteration 10Q: 3 clusters Score -5037030 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -5037933.500000 Penalty: 5020.223145
	Iteration 11Q: 3 clusters Score -5037934 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5038648.000000 Penalty: 5020.223145
	Iteration 12Q: 3 clusters Score -5038648 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -5039122.500000 Penalty: 5020.223145
	Iteration 13Q: 3 clusters Score -5039122 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -5039503.000000 Penalty: 5020.223145
	Iteration 14Q: 3 clusters Score -5039503 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5039720.500000 Penalty: 5020.223145
	Iteration 15Q: 3 clusters Score -5039720 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -5039915.500000 Penalty: 5020.223145
	Iteration 16Q: 3 clusters Score -5039916 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -5040058.000000 Penalty: 5020.223145
	Iteration 17Q: 3 clusters Score -5040058 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -5040174.500000 Penalty: 5020.223145
	Iteration 18Q: 3 clusters Score -5040174 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -5040266.500000 Penalty: 5020.223145
	Iteration 19Q: 3 clusters Score -5040266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5040374.500000 Penalty: 5020.223145
	Iteration 20F: 3 clusters Score -5040374 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5040472.500000 Penalty: 5020.223145
	Iteration 21Q: 3 clusters Score -5040472 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -5040554.000000 Penalty: 5020.223145
	Iteration 22Q: 3 clusters Score -5040554 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -5040683.500000 Penalty: 5020.223145
	Iteration 23Q: 3 clusters Score -5040684 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -5040787.000000 Penalty: 5020.223145
	Iteration 24Q: 3 clusters Score -5040787 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5040870.500000 Penalty: 5020.223145
	Iteration 25Q: 3 clusters Score -5040870 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -5040969.500000 Penalty: 5020.223145
	Iteration 26Q: 3 clusters Score -5040970 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5041061.500000 Penalty: 5020.223145
	Iteration 27Q: 3 clusters Score -5041062 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -5041144.500000 Penalty: 5020.223145
	Iteration 28Q: 3 clusters Score -5041144 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5041208.500000 Penalty: 5020.223145
	Iteration 29Q: 3 clusters Score -5041208 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5041253.500000 Penalty: 5020.223145
	Iteration 30Q: 3 clusters Score -5041254 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5041298.000000 Penalty: 5020.223145
	Iteration 31Q: 3 clusters Score -5041298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -5041329.500000 Penalty: 5020.223145
	Iteration 32Q: 3 clusters Score -5041330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5041328.500000 Penalty: 5020.223145
	Iteration 33Q: 3 clusters Score -5041328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5041314.000000 Penalty: 5020.223145
	Iteration 34Q: 3 clusters Score -5041314 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5041311.500000 Penalty: 5020.223145
	Iteration 35Q: 3 clusters Score -5041312 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -5041322.000000 Penalty: 5020.223145
	Iteration 36Q: 3 clusters Score -5041322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -5041323.000000 Penalty: 5020.223145
	Iteration 37Q: 3 clusters Score -5041323 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5041315.000000 Penalty: 5020.223145
	Iteration 38Q: 3 clusters Score -5041315 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -5041336.000000 Penalty: 5020.223145
	Iteration 39Q: 3 clusters Score -5041336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -5041358.500000 Penalty: 5020.223145
	Iteration 40F: 3 clusters Score -5041358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -5041346.500000 Penalty: 5020.223145
	Iteration 41Q: 3 clusters Score -5041346 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5041344.000000 Penalty: 5020.223145
	Iteration 42Q: 3 clusters Score -5041344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5041345.500000 Penalty: 5020.223145
	Iteration 43Q: 3 clusters Score -5041346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5041333.000000 Penalty: 5020.223145
	Iteration 44Q: 3 clusters Score -5041333 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5041318.500000 Penalty: 5020.223145
	Iteration 45Q: 3 clusters Score -5041318 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -5041330.000000 Penalty: 5020.223145
	Iteration 46Q: 3 clusters Score -5041330 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5041345.500000 Penalty: 5020.223145
	Iteration 47Q: 3 clusters Score -5041346 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -5041334.500000 Penalty: 5020.223145
	Iteration 48Q: 3 clusters Score -5041334 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5041347.500000 Penalty: 5020.223145
	Iteration 49Q: 3 clusters Score -5041348 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -5041334.000000 Penalty: 5020.223145
	Iteration 50Q: 3 clusters Score -5041334 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5041323.000000 Penalty: 5020.223145
	Iteration 51Q: 3 clusters Score -5041323 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -5041304.000000 Penalty: 5020.223145
	Iteration 52Q: 3 clusters Score -5041304 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5041303.000000 Penalty: 5020.223145
	Iteration 53Q: 3 clusters Score -5041303 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5041296.500000 Penalty: 5020.223145
	Iteration 54Q: 3 clusters Score -5041296 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5041290.000000 Penalty: 5020.223145
	Iteration 55Q: 3 clusters Score -5041290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -5041276.000000 Penalty: 5020.223145
	Iteration 56Q: 3 clusters Score -5041276 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -5041274.000000 Penalty: 5020.223145
	Iteration 57Q: 3 clusters Score -5041274 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5041267.500000 Penalty: 5020.223145
	Iteration 58Q: 3 clusters Score -5041268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -5041263.000000 Penalty: 5020.223145
	Iteration 59Q: 3 clusters Score -5041263 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5041247.500000 Penalty: 5020.223145
	Iteration 60F: 3 clusters Score -5041248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5041242.000000 Penalty: 5020.223145
	Iteration 61Q: 3 clusters Score -5041242 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5041210.500000 Penalty: 5020.223145
	Iteration 62Q: 3 clusters Score -5041210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5041204.500000 Penalty: 5020.223145
	Iteration 63Q: 3 clusters Score -5041204 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5041196.000000 Penalty: 5020.223145
	Iteration 64Q: 3 clusters Score -5041196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5041180.500000 Penalty: 5020.223145
	Iteration 65Q: 3 clusters Score -5041180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -5041170.500000 Penalty: 5020.223145
	Iteration 66Q: 3 clusters Score -5041170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -5041174.500000 Penalty: 5020.223145
	Iteration 67Q: 3 clusters Score -5041174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5041139.500000 Penalty: 5020.223145
	Iteration 68Q: 3 clusters Score -5041140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5041128.000000 Penalty: 5020.223145
	Iteration 69Q: 3 clusters Score -5041128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -5041130.000000 Penalty: 5020.223145
	Iteration 70Q: 3 clusters Score -5041130 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5041113.500000 Penalty: 5020.223145
	Iteration 71Q: 3 clusters Score -5041114 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -5041106.000000 Penalty: 5020.223145
	Iteration 72Q: 3 clusters Score -5041106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5041089.000000 Penalty: 5020.223145
	Iteration 73Q: 3 clusters Score -5041089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5041092.500000 Penalty: 5020.223145
	Iteration 74Q: 3 clusters Score -5041092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -5041078.500000 Penalty: 5020.223145
	Iteration 75Q: 3 clusters Score -5041078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -5041072.500000 Penalty: 5020.223145
	Iteration 76Q: 3 clusters Score -5041072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5041049.500000 Penalty: 5020.223145
	Iteration 77Q: 3 clusters Score -5041050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5041041.500000 Penalty: 5020.223145
	Iteration 78Q: 3 clusters Score -5041042 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5041021.500000 Penalty: 5020.223145
	Iteration 79Q: 3 clusters Score -5041022 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -5041006.500000 Penalty: 5020.223145
	Iteration 80F: 3 clusters Score -5041006 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5041004.000000 Penalty: 5020.223145
	Iteration 81Q: 3 clusters Score -5041004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5040994.000000 Penalty: 5020.223145
	Iteration 82Q: 3 clusters Score -5040994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5041009.000000 Penalty: 5020.223145
	Iteration 83Q: 3 clusters Score -5041009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5040996.500000 Penalty: 5020.223145
	Iteration 84Q: 3 clusters Score -5040996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5040992.500000 Penalty: 5020.223145
	Iteration 85Q: 3 clusters Score -5040992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5040982.000000 Penalty: 5020.223145
	Iteration 86Q: 3 clusters Score -5040982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5040983.500000 Penalty: 5020.223145
	Iteration 87Q: 3 clusters Score -5040984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5040969.500000 Penalty: 5020.223145
	Iteration 88Q: 3 clusters Score -5040970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5040967.500000 Penalty: 5020.223145
	Iteration 89Q: 3 clusters Score -5040968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5040957.500000 Penalty: 5020.223145
	Iteration 90Q: 3 clusters Score -5040958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5040954.000000 Penalty: 5020.223145
	Iteration 91Q: 3 clusters Score -5040954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5040955.500000 Penalty: 5020.223145
	Iteration 92Q: 3 clusters Score -5040956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -5040947.000000 Penalty: 5020.223145
	Iteration 93Q: 3 clusters Score -5040947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5040950.500000 Penalty: 5020.223145
	Iteration 94Q: 3 clusters Score -5040950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5040947.000000 Penalty: 5020.223145
	Iteration 95Q: 3 clusters Score -5040947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5040947.000000 Penalty: 5020.223145
	Iteration 96Q: 3 clusters Score -5040947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5040947.000000 Penalty: 5020.223145
	Iteration 97Q: 3 clusters Score -5040947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5040948.500000 Penalty: 5020.223145
	Iteration 98Q: 3 clusters Score -5040948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5040949.500000 Penalty: 5020.223145
	Iteration 99Q: 3 clusters Score -5040950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5040945.500000 Penalty: 5020.223145
	Iteration 100F: 3 clusters Score -5040946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -5040938.000000 Penalty: 5020.223145
	Iteration 101Q: 3 clusters Score -5040938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -5040941.000000 Penalty: 5020.223145
	Iteration 102Q: 3 clusters Score -5040941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5040938.000000 Penalty: 5020.223145
	Iteration 103Q: 3 clusters Score -5040938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5040937.500000 Penalty: 5020.223145
	Iteration 104Q: 3 clusters Score -5040938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -5040938.500000 Penalty: 5020.223145
	Iteration 105Q: 3 clusters Score -5040938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5040931.000000 Penalty: 5020.223145
	Iteration 106Q: 3 clusters Score -5040931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5040932.000000 Penalty: 5020.223145
	Iteration 107Q: 3 clusters Score -5040932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -5040932.000000 Penalty: 5020.223145
	Iteration 108F: 3 clusters Score -5040932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Entering Unmasked Estep 
Score: -7957381.000000 Penalty: 2643.815918
	Iteration 0F: 2 clusters Score -7957381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7929756.000000 Penalty: 5287.631836
	Iteration 0F: 3 clusters Score -7929756 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7940562.500000 Penalty: 5287.631836
	Iteration 1F: 3 clusters Score -7940562 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -7941040.000000 Penalty: 5287.631836
	Iteration 2Q: 3 clusters Score -7941040 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -7941539.000000 Penalty: 5287.631836
	Iteration 3Q: 3 clusters Score -7941539 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7942027.000000 Penalty: 5287.631836
	Iteration 4Q: 3 clusters Score -7942027 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -7942699.500000 Penalty: 5287.631836
	Iteration 5Q: 3 clusters Score -7942700 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -7943494.000000 Penalty: 5287.631836
	Iteration 6Q: 3 clusters Score -7943494 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -7944364.500000 Penalty: 5287.631836
	Iteration 7Q: 3 clusters Score -7944364 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -7945472.500000 Penalty: 5287.631836
	Iteration 8Q: 3 clusters Score -7945472 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7946925.000000 Penalty: 5287.631836
	Iteration 9F: 3 clusters Score -7946925 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7948899.000000 Penalty: 5287.631836
	Iteration 10F: 3 clusters Score -7948899 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -7950884.000000 Penalty: 5287.631836
	Iteration 11F: 3 clusters Score -7950884 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -7952187.500000 Penalty: 5287.631836
	Iteration 12Q: 3 clusters Score -7952188 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -7952941.500000 Penalty: 5287.631836
	Iteration 13Q: 3 clusters Score -7952942 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -7953453.000000 Penalty: 5287.631836
	Iteration 14Q: 3 clusters Score -7953453 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -7953847.000000 Penalty: 5287.631836
	Iteration 15Q: 3 clusters Score -7953847 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7954151.000000 Penalty: 5287.631836
	Iteration 16Q: 3 clusters Score -7954151 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7954417.500000 Penalty: 5287.631836
	Iteration 17Q: 3 clusters Score -7954418 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -7954572.000000 Penalty: 5287.631836
	Iteration 18Q: 3 clusters Score -7954572 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -7954726.500000 Penalty: 5287.631836
	Iteration 19Q: 3 clusters Score -7954726 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7954854.500000 Penalty: 5287.631836
	Iteration 20F: 3 clusters Score -7954854 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7954909.000000 Penalty: 5287.631836
	Iteration 21Q: 3 clusters Score -7954909 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7954990.500000 Penalty: 5287.631836
	Iteration 22Q: 3 clusters Score -7954990 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7955037.000000 Penalty: 5287.631836
	Iteration 23Q: 3 clusters Score -7955037 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7955153.000000 Penalty: 5287.631836
	Iteration 24Q: 3 clusters Score -7955153 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7955169.500000 Penalty: 5287.631836
	Iteration 25Q: 3 clusters Score -7955170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7955251.000000 Penalty: 5287.631836
	Iteration 26Q: 3 clusters Score -7955251 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7955277.000000 Penalty: 5287.631836
	Iteration 27Q: 3 clusters Score -7955277 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7955290.500000 Penalty: 5287.631836
	Iteration 28Q: 3 clusters Score -7955290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7955304.500000 Penalty: 5287.631836
	Iteration 29Q: 3 clusters Score -7955304 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7955320.500000 Penalty: 5287.631836
	Iteration 30Q: 3 clusters Score -7955320 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7955330.500000 Penalty: 5287.631836
	Iteration 31Q: 3 clusters Score -7955330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7955338.000000 Penalty: 5287.631836
	Iteration 32Q: 3 clusters Score -7955338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -7955353.500000 Penalty: 5287.631836
	Iteration 33Q: 3 clusters Score -7955354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7955343.500000 Penalty: 5287.631836
	Iteration 34Q: 3 clusters Score -7955344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7955359.000000 Penalty: 5287.631836
	Iteration 35Q: 3 clusters Score -7955359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7955352.000000 Penalty: 5287.631836
	Iteration 36Q: 3 clusters Score -7955352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7955360.000000 Penalty: 5287.631836
	Iteration 37Q: 3 clusters Score -7955360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7955358.000000 Penalty: 5287.631836
	Iteration 38Q: 3 clusters Score -7955358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7955358.000000 Penalty: 5287.631836
	Iteration 39Q: 3 clusters Score -7955358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7955356.500000 Penalty: 5287.631836
	Iteration 40F: 3 clusters Score -7955356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7955351.500000 Penalty: 5287.631836
	Iteration 41Q: 3 clusters Score -7955352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7955348.000000 Penalty: 5287.631836
	Iteration 42Q: 3 clusters Score -7955348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7955346.500000 Penalty: 5287.631836
	Iteration 43Q: 3 clusters Score -7955346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7955347.500000 Penalty: 5287.631836
	Iteration 44Q: 3 clusters Score -7955348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7955343.500000 Penalty: 5287.631836
	Iteration 45Q: 3 clusters Score -7955344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7955344.500000 Penalty: 5287.631836
	Iteration 46Q: 3 clusters Score -7955344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7955348.500000 Penalty: 5287.631836
	Iteration 47Q: 3 clusters Score -7955348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7955341.500000 Penalty: 5287.631836
	Iteration 48Q: 3 clusters Score -7955342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7955339.500000 Penalty: 5287.631836
	Iteration 49Q: 3 clusters Score -7955340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7955332.000000 Penalty: 5287.631836
	Iteration 50Q: 3 clusters Score -7955332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7955325.000000 Penalty: 5287.631836
	Iteration 51Q: 3 clusters Score -7955325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7955321.500000 Penalty: 5287.631836
	Iteration 52Q: 3 clusters Score -7955322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7955316.500000 Penalty: 5287.631836
	Iteration 53Q: 3 clusters Score -7955316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7955322.500000 Penalty: 5287.631836
	Iteration 54Q: 3 clusters Score -7955322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7955316.000000 Penalty: 5287.631836
	Iteration 55Q: 3 clusters Score -7955316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7955317.500000 Penalty: 5287.631836
	Iteration 56Q: 3 clusters Score -7955318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7955316.500000 Penalty: 5287.631836
	Iteration 57Q: 3 clusters Score -7955316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7955319.000000 Penalty: 5287.631836
	Iteration 58Q: 3 clusters Score -7955319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7955318.000000 Penalty: 5287.631836
	Iteration 59Q: 3 clusters Score -7955318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7955322.500000 Penalty: 5287.631836
	Iteration 60F: 3 clusters Score -7955322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -126350.335938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -126350.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -124601.460938 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -124601.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -124938.140625 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -124938.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125095.656250 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -125095.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -125201.000000 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -125201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -125278.718750 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -125278.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -125356.882812 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -125356.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -125444.796875 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -125444.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -125486.484375 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -125486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -125501.171875 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -125501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -125512.085938 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -125512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125515.703125 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -125515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -125517.429688 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -125517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125518.789062 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -125518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -125518.789062 Penalty: 3295.319824
	Iteration 13F: 3 clusters Score -125518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Entering Unmasked Estep 
Score: -5296379.000000 Penalty: 2543.150146
	Iteration 0F: 2 clusters Score -5296379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -5277651.500000 Penalty: 5086.300293
	Iteration 0F: 3 clusters Score -5277652 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5284675.500000 Penalty: 5086.300293
	Iteration 1F: 3 clusters Score -5284676 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5285389.500000 Penalty: 5086.300293
	Iteration 2F: 3 clusters Score -5285390 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -5286207.000000 Penalty: 5086.300293
	Iteration 3F: 3 clusters Score -5286207 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -5287246.500000 Penalty: 5086.300293
	Iteration 4F: 3 clusters Score -5287246 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5288615.000000 Penalty: 5086.300293
	Iteration 5F: 3 clusters Score -5288615 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -5290099.500000 Penalty: 5086.300293
	Iteration 6F: 3 clusters Score -5290100 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5291464.500000 Penalty: 5086.300293
	Iteration 7F: 3 clusters Score -5291464 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5292537.500000 Penalty: 5086.300293
	Iteration 8Q: 3 clusters Score -5292538 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5293161.500000 Penalty: 5086.300293
	Iteration 9Q: 3 clusters Score -5293162 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5293577.500000 Penalty: 5086.300293
	Iteration 10Q: 3 clusters Score -5293578 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5293792.000000 Penalty: 5086.300293
	Iteration 11Q: 3 clusters Score -5293792 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5293954.500000 Penalty: 5086.300293
	Iteration 12Q: 3 clusters Score -5293954 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5294053.000000 Penalty: 5086.300293
	Iteration 13Q: 3 clusters Score -5294053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5294116.000000 Penalty: 5086.300293
	Iteration 14Q: 3 clusters Score -5294116 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5294166.500000 Penalty: 5086.300293
	Iteration 15Q: 3 clusters Score -5294166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5294189.000000 Penalty: 5086.300293
	Iteration 16Q: 3 clusters Score -5294189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5294222.000000 Penalty: 5086.300293
	Iteration 17Q: 3 clusters Score -5294222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5294237.500000 Penalty: 5086.300293
	Iteration 18Q: 3 clusters Score -5294238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5294258.500000 Penalty: 5086.300293
	Iteration 19Q: 3 clusters Score -5294258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5294266.500000 Penalty: 5086.300293
	Iteration 20F: 3 clusters Score -5294266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5294274.500000 Penalty: 5086.300293
	Iteration 21Q: 3 clusters Score -5294274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5294278.000000 Penalty: 5086.300293
	Iteration 22Q: 3 clusters Score -5294278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5294285.000000 Penalty: 5086.300293
	Iteration 23Q: 3 clusters Score -5294285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5294285.000000 Penalty: 5086.300293
	Iteration 24Q: 3 clusters Score -5294285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5294290.500000 Penalty: 5086.300293
	Iteration 25Q: 3 clusters Score -5294290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5294301.500000 Penalty: 5086.300293
	Iteration 26Q: 3 clusters Score -5294302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5294314.000000 Penalty: 5086.300293
	Iteration 27Q: 3 clusters Score -5294314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5294311.500000 Penalty: 5086.300293
	Iteration 28Q: 3 clusters Score -5294312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5294308.000000 Penalty: 5086.300293
	Iteration 29Q: 3 clusters Score -5294308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5294307.500000 Penalty: 5086.300293
	Iteration 30Q: 3 clusters Score -5294308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5294307.500000 Penalty: 5086.300293
	Iteration 31F: 3 clusters Score -5294308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Entering Unmasked Estep 
Score: -5036867.000000 Penalty: 2505.705078
	Iteration 0F: 2 clusters Score -5036867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5022146.000000 Penalty: 5011.410156
	Iteration 0F: 3 clusters Score -5022146 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5028007.500000 Penalty: 5011.410156
	Iteration 1F: 3 clusters Score -5028008 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5028449.500000 Penalty: 5011.410156
	Iteration 2F: 3 clusters Score -5028450 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5028832.000000 Penalty: 5011.410156
	Iteration 3F: 3 clusters Score -5028832 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -5029306.500000 Penalty: 5011.410156
	Iteration 4F: 3 clusters Score -5029306 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5029871.500000 Penalty: 5011.410156
	Iteration 5F: 3 clusters Score -5029872 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -5030344.500000 Penalty: 5011.410156
	Iteration 6Q: 3 clusters Score -5030344 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -5030862.500000 Penalty: 5011.410156
	Iteration 7Q: 3 clusters Score -5030862 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5031277.500000 Penalty: 5011.410156
	Iteration 8Q: 3 clusters Score -5031278 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5031657.000000 Penalty: 5011.410156
	Iteration 9Q: 3 clusters Score -5031657 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -5031996.500000 Penalty: 5011.410156
	Iteration 10Q: 3 clusters Score -5031996 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -5032256.500000 Penalty: 5011.410156
	Iteration 11Q: 3 clusters Score -5032256 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5032425.500000 Penalty: 5011.410156
	Iteration 12Q: 3 clusters Score -5032426 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5032566.000000 Penalty: 5011.410156
	Iteration 13Q: 3 clusters Score -5032566 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -5032684.500000 Penalty: 5011.410156
	Iteration 14Q: 3 clusters Score -5032684 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -5032759.000000 Penalty: 5011.410156
	Iteration 15Q: 3 clusters Score -5032759 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5032834.000000 Penalty: 5011.410156
	Iteration 16Q: 3 clusters Score -5032834 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5032907.000000 Penalty: 5011.410156
	Iteration 17Q: 3 clusters Score -5032907 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -5032951.500000 Penalty: 5011.410156
	Iteration 18Q: 3 clusters Score -5032952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5033000.500000 Penalty: 5011.410156
	Iteration 19Q: 3 clusters Score -5033000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5033050.000000 Penalty: 5011.410156
	Iteration 20F: 3 clusters Score -5033050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5033113.000000 Penalty: 5011.410156
	Iteration 21Q: 3 clusters Score -5033113 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5033138.500000 Penalty: 5011.410156
	Iteration 22Q: 3 clusters Score -5033138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -5033180.500000 Penalty: 5011.410156
	Iteration 23Q: 3 clusters Score -5033180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5033207.000000 Penalty: 5011.410156
	Iteration 24Q: 3 clusters Score -5033207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -5033251.500000 Penalty: 5011.410156
	Iteration 25Q: 3 clusters Score -5033252 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -5033270.500000 Penalty: 5011.410156
	Iteration 26Q: 3 clusters Score -5033270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5033326.000000 Penalty: 5011.410156
	Iteration 27Q: 3 clusters Score -5033326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5033351.000000 Penalty: 5011.410156
	Iteration 28Q: 3 clusters Score -5033351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -5033378.000000 Penalty: 5011.410156
	Iteration 29Q: 3 clusters Score -5033378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -5033399.000000 Penalty: 5011.410156
	Iteration 30Q: 3 clusters Score -5033399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -5033402.000000 Penalty: 5011.410156
	Iteration 31Q: 3 clusters Score -5033402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -5033422.500000 Penalty: 5011.410156
	Iteration 32Q: 3 clusters Score -5033422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5033431.000000 Penalty: 5011.410156
	Iteration 33Q: 3 clusters Score -5033431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -5033459.000000 Penalty: 5011.410156
	Iteration 34Q: 3 clusters Score -5033459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5033437.000000 Penalty: 5011.410156
	Iteration 35Q: 3 clusters Score -5033437 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5033456.500000 Penalty: 5011.410156
	Iteration 36Q: 3 clusters Score -5033456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -5033454.500000 Penalty: 5011.410156
	Iteration 37Q: 3 clusters Score -5033454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5033457.500000 Penalty: 5011.410156
	Iteration 38Q: 3 clusters Score -5033458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -5033480.000000 Penalty: 5011.410156
	Iteration 39Q: 3 clusters Score -5033480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5033492.500000 Penalty: 5011.410156
	Iteration 40F: 3 clusters Score -5033492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5033494.500000 Penalty: 5011.410156
	Iteration 41Q: 3 clusters Score -5033494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -5033501.000000 Penalty: 5011.410156
	Iteration 42Q: 3 clusters Score -5033501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5033515.500000 Penalty: 5011.410156
	Iteration 43Q: 3 clusters Score -5033516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5033534.000000 Penalty: 5011.410156
	Iteration 44Q: 3 clusters Score -5033534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -5033560.500000 Penalty: 5011.410156
	Iteration 45Q: 3 clusters Score -5033560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5033567.000000 Penalty: 5011.410156
	Iteration 46Q: 3 clusters Score -5033567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5033586.000000 Penalty: 5011.410156
	Iteration 47Q: 3 clusters Score -5033586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5033606.500000 Penalty: 5011.410156
	Iteration 48Q: 3 clusters Score -5033606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5033624.500000 Penalty: 5011.410156
	Iteration 49Q: 3 clusters Score -5033624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -5033619.500000 Penalty: 5011.410156
	Iteration 50Q: 3 clusters Score -5033620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5033635.000000 Penalty: 5011.410156
	Iteration 51Q: 3 clusters Score -5033635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -5033621.500000 Penalty: 5011.410156
	Iteration 52Q: 3 clusters Score -5033622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5033635.500000 Penalty: 5011.410156
	Iteration 53Q: 3 clusters Score -5033636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5033638.000000 Penalty: 5011.410156
	Iteration 54Q: 3 clusters Score -5033638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5033647.000000 Penalty: 5011.410156
	Iteration 55Q: 3 clusters Score -5033647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5033649.000000 Penalty: 5011.410156
	Iteration 56Q: 3 clusters Score -5033649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -5033660.500000 Penalty: 5011.410156
	Iteration 57Q: 3 clusters Score -5033660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5033665.000000 Penalty: 5011.410156
	Iteration 58Q: 3 clusters Score -5033665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5033662.000000 Penalty: 5011.410156
	Iteration 59Q: 3 clusters Score -5033662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -5033678.500000 Penalty: 5011.410156
	Iteration 60F: 3 clusters Score -5033678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5033678.000000 Penalty: 5011.410156
	Iteration 61Q: 3 clusters Score -5033678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5033678.000000 Penalty: 5011.410156
	Iteration 62Q: 3 clusters Score -5033678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5033680.000000 Penalty: 5011.410156
	Iteration 63Q: 3 clusters Score -5033680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5033686.000000 Penalty: 5011.410156
	Iteration 64Q: 3 clusters Score -5033686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5033696.500000 Penalty: 5011.410156
	Iteration 65Q: 3 clusters Score -5033696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -5033706.000000 Penalty: 5011.410156
	Iteration 66Q: 3 clusters Score -5033706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -5033707.000000 Penalty: 5011.410156
	Iteration 67Q: 3 clusters Score -5033707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5033701.500000 Penalty: 5011.410156
	Iteration 68Q: 3 clusters Score -5033702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -5033704.500000 Penalty: 5011.410156
	Iteration 69Q: 3 clusters Score -5033704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -5033710.000000 Penalty: 5011.410156
	Iteration 70Q: 3 clusters Score -5033710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5033705.000000 Penalty: 5011.410156
	Iteration 71Q: 3 clusters Score -5033705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5033708.500000 Penalty: 5011.410156
	Iteration 72Q: 3 clusters Score -5033708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -5033707.500000 Penalty: 5011.410156
	Iteration 73Q: 3 clusters Score -5033708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5033708.000000 Penalty: 5011.410156
	Iteration 74Q: 3 clusters Score -5033708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5033708.500000 Penalty: 5011.410156
	Iteration 75Q: 3 clusters Score -5033708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5033697.500000 Penalty: 5011.410156
	Iteration 76Q: 3 clusters Score -5033698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5033701.500000 Penalty: 5011.410156
	Iteration 77Q: 3 clusters Score -5033702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5033706.000000 Penalty: 5011.410156
	Iteration 78Q: 3 clusters Score -5033706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5033703.500000 Penalty: 5011.410156
	Iteration 79Q: 3 clusters Score -5033704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5033702.500000 Penalty: 5011.410156
	Iteration 80F: 3 clusters Score -5033702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -5033700.000000 Penalty: 5011.410156
	Iteration 81Q: 3 clusters Score -5033700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -5033694.000000 Penalty: 5011.410156
	Iteration 82Q: 3 clusters Score -5033694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5033702.500000 Penalty: 5011.410156
	Iteration 83Q: 3 clusters Score -5033702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5033704.500000 Penalty: 5011.410156
	Iteration 84Q: 3 clusters Score -5033704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5033715.500000 Penalty: 5011.410156
	Iteration 85Q: 3 clusters Score -5033716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -5033720.000000 Penalty: 5011.410156
	Iteration 86Q: 3 clusters Score -5033720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5033724.000000 Penalty: 5011.410156
	Iteration 87Q: 3 clusters Score -5033724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5033722.500000 Penalty: 5011.410156
	Iteration 88Q: 3 clusters Score -5033722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5033722.500000 Penalty: 5011.410156
	Iteration 89F: 3 clusters Score -5033722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Entering Unmasked Estep 
Score: -6252555.500000 Penalty: 2575.675781
	Iteration 0F: 2 clusters Score -6252556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6233123.000000 Penalty: 5151.351562
	Iteration 0F: 3 clusters Score -6233123 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -6240830.500000 Penalty: 5151.351562
	Iteration 1F: 3 clusters Score -6240830 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -6241230.500000 Penalty: 5151.351562
	Iteration 2Q: 3 clusters Score -6241230 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -6241533.000000 Penalty: 5151.351562
	Iteration 3Q: 3 clusters Score -6241533 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -6241843.500000 Penalty: 5151.351562
	Iteration 4Q: 3 clusters Score -6241844 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -6242107.500000 Penalty: 5151.351562
	Iteration 5Q: 3 clusters Score -6242108 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6242347.000000 Penalty: 5151.351562
	Iteration 6Q: 3 clusters Score -6242347 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6242644.000000 Penalty: 5151.351562
	Iteration 7Q: 3 clusters Score -6242644 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6242939.000000 Penalty: 5151.351562
	Iteration 8Q: 3 clusters Score -6242939 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -6243367.500000 Penalty: 5151.351562
	Iteration 9Q: 3 clusters Score -6243368 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -6243861.000000 Penalty: 5151.351562
	Iteration 10Q: 3 clusters Score -6243861 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6244486.500000 Penalty: 5151.351562
	Iteration 11Q: 3 clusters Score -6244486 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -6245380.000000 Penalty: 5151.351562
	Iteration 12Q: 3 clusters Score -6245380 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -6246542.500000 Penalty: 5151.351562
	Iteration 13Q: 3 clusters Score -6246542 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -6247590.000000 Penalty: 5151.351562
	Iteration 14Q: 3 clusters Score -6247590 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -6248385.000000 Penalty: 5151.351562
	Iteration 15Q: 3 clusters Score -6248385 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6248854.500000 Penalty: 5151.351562
	Iteration 16Q: 3 clusters Score -6248854 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6249096.500000 Penalty: 5151.351562
	Iteration 17Q: 3 clusters Score -6249096 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -6249246.500000 Penalty: 5151.351562
	Iteration 18Q: 3 clusters Score -6249246 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -6249329.000000 Penalty: 5151.351562
	Iteration 19Q: 3 clusters Score -6249329 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -6249435.000000 Penalty: 5151.351562
	Iteration 20F: 3 clusters Score -6249435 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -6249536.500000 Penalty: 5151.351562
	Iteration 21Q: 3 clusters Score -6249536 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -6249629.500000 Penalty: 5151.351562
	Iteration 22Q: 3 clusters Score -6249630 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -6249726.000000 Penalty: 5151.351562
	Iteration 23Q: 3 clusters Score -6249726 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -6249825.000000 Penalty: 5151.351562
	Iteration 24Q: 3 clusters Score -6249825 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6249891.000000 Penalty: 5151.351562
	Iteration 25Q: 3 clusters Score -6249891 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6249992.000000 Penalty: 5151.351562
	Iteration 26Q: 3 clusters Score -6249992 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6250046.000000 Penalty: 5151.351562
	Iteration 27Q: 3 clusters Score -6250046 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6250121.500000 Penalty: 5151.351562
	Iteration 28Q: 3 clusters Score -6250122 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -6250174.500000 Penalty: 5151.351562
	Iteration 29Q: 3 clusters Score -6250174 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6250211.500000 Penalty: 5151.351562
	Iteration 30Q: 3 clusters Score -6250212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -6250237.000000 Penalty: 5151.351562
	Iteration 31Q: 3 clusters Score -6250237 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6250256.500000 Penalty: 5151.351562
	Iteration 32Q: 3 clusters Score -6250256 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -6250294.000000 Penalty: 5151.351562
	Iteration 33Q: 3 clusters Score -6250294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6250303.000000 Penalty: 5151.351562
	Iteration 34Q: 3 clusters Score -6250303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -6250315.000000 Penalty: 5151.351562
	Iteration 35Q: 3 clusters Score -6250315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6250314.000000 Penalty: 5151.351562
	Iteration 36Q: 3 clusters Score -6250314 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6250331.500000 Penalty: 5151.351562
	Iteration 37Q: 3 clusters Score -6250332 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -6250313.000000 Penalty: 5151.351562
	Iteration 38Q: 3 clusters Score -6250313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -6250305.500000 Penalty: 5151.351562
	Iteration 39Q: 3 clusters Score -6250306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -6250306.500000 Penalty: 5151.351562
	Iteration 40F: 3 clusters Score -6250306 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -6250305.000000 Penalty: 5151.351562
	Iteration 41Q: 3 clusters Score -6250305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6250308.000000 Penalty: 5151.351562
	Iteration 42Q: 3 clusters Score -6250308 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -6250315.500000 Penalty: 5151.351562
	Iteration 43Q: 3 clusters Score -6250316 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6250306.000000 Penalty: 5151.351562
	Iteration 44Q: 3 clusters Score -6250306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -6250303.500000 Penalty: 5151.351562
	Iteration 45Q: 3 clusters Score -6250304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -6250285.000000 Penalty: 5151.351562
	Iteration 46Q: 3 clusters Score -6250285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -6250301.000000 Penalty: 5151.351562
	Iteration 47Q: 3 clusters Score -6250301 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -6250307.000000 Penalty: 5151.351562
	Iteration 48Q: 3 clusters Score -6250307 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6250279.000000 Penalty: 5151.351562
	Iteration 49Q: 3 clusters Score -6250279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -6250293.500000 Penalty: 5151.351562
	Iteration 50Q: 3 clusters Score -6250294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -6250267.000000 Penalty: 5151.351562
	Iteration 51Q: 3 clusters Score -6250267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -6250284.500000 Penalty: 5151.351562
	Iteration 52Q: 3 clusters Score -6250284 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -6250265.000000 Penalty: 5151.351562
	Iteration 53Q: 3 clusters Score -6250265 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -6250245.000000 Penalty: 5151.351562
	Iteration 54Q: 3 clusters Score -6250245 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -6250243.500000 Penalty: 5151.351562
	Iteration 55Q: 3 clusters Score -6250244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6250248.000000 Penalty: 5151.351562
	Iteration 56Q: 3 clusters Score -6250248 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6250256.500000 Penalty: 5151.351562
	Iteration 57Q: 3 clusters Score -6250256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -6250262.500000 Penalty: 5151.351562
	Iteration 58Q: 3 clusters Score -6250262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -6250273.000000 Penalty: 5151.351562
	Iteration 59Q: 3 clusters Score -6250273 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -6250282.000000 Penalty: 5151.351562
	Iteration 60F: 3 clusters Score -6250282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -6250290.500000 Penalty: 5151.351562
	Iteration 61Q: 3 clusters Score -6250290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6250301.000000 Penalty: 5151.351562
	Iteration 62Q: 3 clusters Score -6250301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -6250317.000000 Penalty: 5151.351562
	Iteration 63Q: 3 clusters Score -6250317 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -6250333.500000 Penalty: 5151.351562
	Iteration 64Q: 3 clusters Score -6250334 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6250340.500000 Penalty: 5151.351562
	Iteration 65Q: 3 clusters Score -6250340 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -6250342.000000 Penalty: 5151.351562
	Iteration 66Q: 3 clusters Score -6250342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -6250338.000000 Penalty: 5151.351562
	Iteration 67Q: 3 clusters Score -6250338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -6250360.000000 Penalty: 5151.351562
	Iteration 68Q: 3 clusters Score -6250360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -6250376.500000 Penalty: 5151.351562
	Iteration 69Q: 3 clusters Score -6250376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6250380.000000 Penalty: 5151.351562
	Iteration 70Q: 3 clusters Score -6250380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -6250387.500000 Penalty: 5151.351562
	Iteration 71Q: 3 clusters Score -6250388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -6250392.000000 Penalty: 5151.351562
	Iteration 72Q: 3 clusters Score -6250392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6250400.500000 Penalty: 5151.351562
	Iteration 73Q: 3 clusters Score -6250400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6250401.500000 Penalty: 5151.351562
	Iteration 74Q: 3 clusters Score -6250402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -6250410.000000 Penalty: 5151.351562
	Iteration 75Q: 3 clusters Score -6250410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6250412.000000 Penalty: 5151.351562
	Iteration 76Q: 3 clusters Score -6250412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -6250421.500000 Penalty: 5151.351562
	Iteration 77Q: 3 clusters Score -6250422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -6250419.500000 Penalty: 5151.351562
	Iteration 78Q: 3 clusters Score -6250420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6250418.000000 Penalty: 5151.351562
	Iteration 79Q: 3 clusters Score -6250418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -6250431.000000 Penalty: 5151.351562
	Iteration 80F: 3 clusters Score -6250431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -6250429.500000 Penalty: 5151.351562
	Iteration 81Q: 3 clusters Score -6250430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6250431.500000 Penalty: 5151.351562
	Iteration 82Q: 3 clusters Score -6250432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -6250434.500000 Penalty: 5151.351562
	Iteration 83Q: 3 clusters Score -6250434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6250433.000000 Penalty: 5151.351562
	Iteration 84Q: 3 clusters Score -6250433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -6250434.500000 Penalty: 5151.351562
	Iteration 85Q: 3 clusters Score -6250434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -6250428.500000 Penalty: 5151.351562
	Iteration 86Q: 3 clusters Score -6250428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -6250429.500000 Penalty: 5151.351562
	Iteration 87Q: 3 clusters Score -6250430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -6250427.500000 Penalty: 5151.351562
	Iteration 88Q: 3 clusters Score -6250428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -6250430.500000 Penalty: 5151.351562
	Iteration 89Q: 3 clusters Score -6250430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6250430.000000 Penalty: 5151.351562
	Iteration 90Q: 3 clusters Score -6250430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -6250427.500000 Penalty: 5151.351562
	Iteration 91Q: 3 clusters Score -6250428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -6250427.500000 Penalty: 5151.351562
	Iteration 92F: 3 clusters Score -6250428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Entering Unmasked Estep 
Score: -28586.556641 Penalty: 1303.858887
	Iteration 0F: 2 clusters Score -28586.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27746.218750 Penalty: 2607.717773
	Iteration 0F: 3 clusters Score -27746.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27892.058594 Penalty: 2607.717773
	Iteration 1F: 3 clusters Score -27892.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27924.505859 Penalty: 2607.717773
	Iteration 2Q: 3 clusters Score -27924.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27971.539062 Penalty: 2607.717773
	Iteration 3Q: 3 clusters Score -27971.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27981.347656 Penalty: 2607.717773
	Iteration 4Q: 3 clusters Score -27981.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27981.347656 Penalty: 2607.717773
	Iteration 5F: 3 clusters Score -27981.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Entering Unmasked Estep 
Score: -6327305.000000 Penalty: 2578.280273
	Iteration 0F: 2 clusters Score -6327305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6307309.500000 Penalty: 5156.560547
	Iteration 0F: 3 clusters Score -6307310 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -6315352.500000 Penalty: 5156.560547
	Iteration 1F: 3 clusters Score -6315352 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -6315940.000000 Penalty: 5156.560547
	Iteration 2F: 3 clusters Score -6315940 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -6316452.500000 Penalty: 5156.560547
	Iteration 3Q: 3 clusters Score -6316452 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -6317002.000000 Penalty: 5156.560547
	Iteration 4Q: 3 clusters Score -6317002 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -6317818.000000 Penalty: 5156.560547
	Iteration 5F: 3 clusters Score -6317818 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -6319117.000000 Penalty: 5156.560547
	Iteration 6F: 3 clusters Score -6319117 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -6320738.500000 Penalty: 5156.560547
	Iteration 7F: 3 clusters Score -6320738 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6322206.500000 Penalty: 5156.560547
	Iteration 8F: 3 clusters Score -6322206 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6323406.500000 Penalty: 5156.560547
	Iteration 9F: 3 clusters Score -6323406 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6324061.500000 Penalty: 5156.560547
	Iteration 10Q: 3 clusters Score -6324062 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6324477.500000 Penalty: 5156.560547
	Iteration 11Q: 3 clusters Score -6324478 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6324677.000000 Penalty: 5156.560547
	Iteration 12Q: 3 clusters Score -6324677 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6324812.000000 Penalty: 5156.560547
	Iteration 13Q: 3 clusters Score -6324812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6324883.500000 Penalty: 5156.560547
	Iteration 14Q: 3 clusters Score -6324884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6324930.500000 Penalty: 5156.560547
	Iteration 15Q: 3 clusters Score -6324930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6324983.000000 Penalty: 5156.560547
	Iteration 16Q: 3 clusters Score -6324983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6325004.500000 Penalty: 5156.560547
	Iteration 17Q: 3 clusters Score -6325004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6325021.000000 Penalty: 5156.560547
	Iteration 18Q: 3 clusters Score -6325021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6325029.000000 Penalty: 5156.560547
	Iteration 19Q: 3 clusters Score -6325029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6325039.000000 Penalty: 5156.560547
	Iteration 20F: 3 clusters Score -6325039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6325050.500000 Penalty: 5156.560547
	Iteration 21Q: 3 clusters Score -6325050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6325055.000000 Penalty: 5156.560547
	Iteration 22Q: 3 clusters Score -6325055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6325057.000000 Penalty: 5156.560547
	Iteration 23Q: 3 clusters Score -6325057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6325070.000000 Penalty: 5156.560547
	Iteration 24Q: 3 clusters Score -6325070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6325065.500000 Penalty: 5156.560547
	Iteration 25Q: 3 clusters Score -6325066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6325077.000000 Penalty: 5156.560547
	Iteration 26Q: 3 clusters Score -6325077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6325076.500000 Penalty: 5156.560547
	Iteration 27Q: 3 clusters Score -6325076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6325083.000000 Penalty: 5156.560547
	Iteration 28Q: 3 clusters Score -6325083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6325095.000000 Penalty: 5156.560547
	Iteration 29Q: 3 clusters Score -6325095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6325092.000000 Penalty: 5156.560547
	Iteration 30Q: 3 clusters Score -6325092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6325096.000000 Penalty: 5156.560547
	Iteration 31Q: 3 clusters Score -6325096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6325102.000000 Penalty: 5156.560547
	Iteration 32Q: 3 clusters Score -6325102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6325111.500000 Penalty: 5156.560547
	Iteration 33Q: 3 clusters Score -6325112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6325112.000000 Penalty: 5156.560547
	Iteration 34Q: 3 clusters Score -6325112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6325111.000000 Penalty: 5156.560547
	Iteration 35Q: 3 clusters Score -6325111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6325114.000000 Penalty: 5156.560547
	Iteration 36Q: 3 clusters Score -6325114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6325114.000000 Penalty: 5156.560547
	Iteration 37F: 3 clusters Score -6325114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (22139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Entering Unmasked Estep 
Score: -4573945.000000 Penalty: 2481.263916
	Iteration 0F: 2 clusters Score -4573945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4561094.500000 Penalty: 4962.527832
	Iteration 0F: 3 clusters Score -4561094 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4566125.000000 Penalty: 4962.527832
	Iteration 1F: 3 clusters Score -4566125 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4566453.500000 Penalty: 4962.527832
	Iteration 2F: 3 clusters Score -4566454 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4566649.500000 Penalty: 4962.527832
	Iteration 3Q: 3 clusters Score -4566650 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4566793.000000 Penalty: 4962.527832
	Iteration 4Q: 3 clusters Score -4566793 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4566886.000000 Penalty: 4962.527832
	Iteration 5Q: 3 clusters Score -4566886 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4567157.000000 Penalty: 4962.527832
	Iteration 6Q: 3 clusters Score -4567157 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -4567417.500000 Penalty: 4962.527832
	Iteration 7Q: 3 clusters Score -4567418 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4567520.000000 Penalty: 4962.527832
	Iteration 8Q: 3 clusters Score -4567520 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4567851.000000 Penalty: 4962.527832
	Iteration 9Q: 3 clusters Score -4567851 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4568185.000000 Penalty: 4962.527832
	Iteration 10Q: 3 clusters Score -4568185 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4568495.000000 Penalty: 4962.527832
	Iteration 11Q: 3 clusters Score -4568495 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -4568979.500000 Penalty: 4962.527832
	Iteration 12Q: 3 clusters Score -4568980 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4569441.500000 Penalty: 4962.527832
	Iteration 13Q: 3 clusters Score -4569442 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4569856.000000 Penalty: 4962.527832
	Iteration 14Q: 3 clusters Score -4569856 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4570211.000000 Penalty: 4962.527832
	Iteration 15Q: 3 clusters Score -4570211 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4570532.500000 Penalty: 4962.527832
	Iteration 16Q: 3 clusters Score -4570532 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4570807.500000 Penalty: 4962.527832
	Iteration 17Q: 3 clusters Score -4570808 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4571016.000000 Penalty: 4962.527832
	Iteration 18Q: 3 clusters Score -4571016 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4571137.000000 Penalty: 4962.527832
	Iteration 19Q: 3 clusters Score -4571137 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4571247.000000 Penalty: 4962.527832
	Iteration 20F: 3 clusters Score -4571247 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4571320.500000 Penalty: 4962.527832
	Iteration 21Q: 3 clusters Score -4571320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4571387.500000 Penalty: 4962.527832
	Iteration 22Q: 3 clusters Score -4571388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4571456.500000 Penalty: 4962.527832
	Iteration 23Q: 3 clusters Score -4571456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4571499.000000 Penalty: 4962.527832
	Iteration 24Q: 3 clusters Score -4571499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4571537.000000 Penalty: 4962.527832
	Iteration 25Q: 3 clusters Score -4571537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4571576.000000 Penalty: 4962.527832
	Iteration 26Q: 3 clusters Score -4571576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4571607.000000 Penalty: 4962.527832
	Iteration 27Q: 3 clusters Score -4571607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4571644.500000 Penalty: 4962.527832
	Iteration 28Q: 3 clusters Score -4571644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4571676.000000 Penalty: 4962.527832
	Iteration 29Q: 3 clusters Score -4571676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4571695.000000 Penalty: 4962.527832
	Iteration 30Q: 3 clusters Score -4571695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4571715.000000 Penalty: 4962.527832
	Iteration 31Q: 3 clusters Score -4571715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4571731.000000 Penalty: 4962.527832
	Iteration 32Q: 3 clusters Score -4571731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4571742.000000 Penalty: 4962.527832
	Iteration 33Q: 3 clusters Score -4571742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4571749.000000 Penalty: 4962.527832
	Iteration 34Q: 3 clusters Score -4571749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4571760.500000 Penalty: 4962.527832
	Iteration 35Q: 3 clusters Score -4571760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4571765.000000 Penalty: 4962.527832
	Iteration 36Q: 3 clusters Score -4571765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4571773.000000 Penalty: 4962.527832
	Iteration 37Q: 3 clusters Score -4571773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4571780.500000 Penalty: 4962.527832
	Iteration 38Q: 3 clusters Score -4571780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4571775.000000 Penalty: 4962.527832
	Iteration 39Q: 3 clusters Score -4571775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4571784.500000 Penalty: 4962.527832
	Iteration 40F: 3 clusters Score -4571784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4571790.000000 Penalty: 4962.527832
	Iteration 41Q: 3 clusters Score -4571790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4571792.000000 Penalty: 4962.527832
	Iteration 42Q: 3 clusters Score -4571792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4571797.500000 Penalty: 4962.527832
	Iteration 43Q: 3 clusters Score -4571798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4571802.500000 Penalty: 4962.527832
	Iteration 44Q: 3 clusters Score -4571802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4571802.500000 Penalty: 4962.527832
	Iteration 45Q: 3 clusters Score -4571802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4571811.500000 Penalty: 4962.527832
	Iteration 46Q: 3 clusters Score -4571812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4571810.000000 Penalty: 4962.527832
	Iteration 47Q: 3 clusters Score -4571810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4571804.500000 Penalty: 4962.527832
	Iteration 48Q: 3 clusters Score -4571804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4571803.000000 Penalty: 4962.527832
	Iteration 49Q: 3 clusters Score -4571803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4571809.500000 Penalty: 4962.527832
	Iteration 50Q: 3 clusters Score -4571810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4571817.000000 Penalty: 4962.527832
	Iteration 51Q: 3 clusters Score -4571817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4571816.500000 Penalty: 4962.527832
	Iteration 52Q: 3 clusters Score -4571816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4571816.500000 Penalty: 4962.527832
	Iteration 53F: 3 clusters Score -4571816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Entering Unmasked Estep 
Score: -6032032.000000 Penalty: 2569.584717
	Iteration 0F: 2 clusters Score -6032032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6011302.500000 Penalty: 5139.169434
	Iteration 0F: 3 clusters Score -6011302 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -6019175.500000 Penalty: 5139.169434
	Iteration 1F: 3 clusters Score -6019176 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -6019848.500000 Penalty: 5139.169434
	Iteration 2F: 3 clusters Score -6019848 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -6020510.500000 Penalty: 5139.169434
	Iteration 3Q: 3 clusters Score -6020510 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -6021088.000000 Penalty: 5139.169434
	Iteration 4Q: 3 clusters Score -6021088 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -6021654.500000 Penalty: 5139.169434
	Iteration 5Q: 3 clusters Score -6021654 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -6022292.000000 Penalty: 5139.169434
	Iteration 6Q: 3 clusters Score -6022292 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -6022954.000000 Penalty: 5139.169434
	Iteration 7Q: 3 clusters Score -6022954 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -6023674.000000 Penalty: 5139.169434
	Iteration 8Q: 3 clusters Score -6023674 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -6024438.500000 Penalty: 5139.169434
	Iteration 9Q: 3 clusters Score -6024438 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -6025193.000000 Penalty: 5139.169434
	Iteration 10Q: 3 clusters Score -6025193 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -6025848.500000 Penalty: 5139.169434
	Iteration 11Q: 3 clusters Score -6025848 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -6026318.000000 Penalty: 5139.169434
	Iteration 12Q: 3 clusters Score -6026318 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -6026637.000000 Penalty: 5139.169434
	Iteration 13Q: 3 clusters Score -6026637 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -6026820.000000 Penalty: 5139.169434
	Iteration 14Q: 3 clusters Score -6026820 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -6026934.500000 Penalty: 5139.169434
	Iteration 15Q: 3 clusters Score -6026934 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -6027009.000000 Penalty: 5139.169434
	Iteration 16Q: 3 clusters Score -6027009 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6027066.500000 Penalty: 5139.169434
	Iteration 17Q: 3 clusters Score -6027066 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -6027132.500000 Penalty: 5139.169434
	Iteration 18Q: 3 clusters Score -6027132 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -6027262.500000 Penalty: 5139.169434
	Iteration 19Q: 3 clusters Score -6027262 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -6027380.000000 Penalty: 5139.169434
	Iteration 20F: 3 clusters Score -6027380 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -6027444.000000 Penalty: 5139.169434
	Iteration 21Q: 3 clusters Score -6027444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6027522.000000 Penalty: 5139.169434
	Iteration 22Q: 3 clusters Score -6027522 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6027587.000000 Penalty: 5139.169434
	Iteration 23Q: 3 clusters Score -6027587 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6027647.000000 Penalty: 5139.169434
	Iteration 24Q: 3 clusters Score -6027647 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -6027714.000000 Penalty: 5139.169434
	Iteration 25Q: 3 clusters Score -6027714 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6027796.000000 Penalty: 5139.169434
	Iteration 26Q: 3 clusters Score -6027796 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6027826.500000 Penalty: 5139.169434
	Iteration 27Q: 3 clusters Score -6027826 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6027879.500000 Penalty: 5139.169434
	Iteration 28Q: 3 clusters Score -6027880 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -6027926.000000 Penalty: 5139.169434
	Iteration 29Q: 3 clusters Score -6027926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6027986.000000 Penalty: 5139.169434
	Iteration 30Q: 3 clusters Score -6027986 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -6028019.000000 Penalty: 5139.169434
	Iteration 31Q: 3 clusters Score -6028019 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -6028082.000000 Penalty: 5139.169434
	Iteration 32Q: 3 clusters Score -6028082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -6028117.500000 Penalty: 5139.169434
	Iteration 33Q: 3 clusters Score -6028118 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6028173.000000 Penalty: 5139.169434
	Iteration 34Q: 3 clusters Score -6028173 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6028214.000000 Penalty: 5139.169434
	Iteration 35Q: 3 clusters Score -6028214 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -6028273.000000 Penalty: 5139.169434
	Iteration 36Q: 3 clusters Score -6028273 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -6028315.000000 Penalty: 5139.169434
	Iteration 37Q: 3 clusters Score -6028315 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -6028345.500000 Penalty: 5139.169434
	Iteration 38Q: 3 clusters Score -6028346 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6028393.500000 Penalty: 5139.169434
	Iteration 39Q: 3 clusters Score -6028394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6028446.500000 Penalty: 5139.169434
	Iteration 40F: 3 clusters Score -6028446 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6028482.000000 Penalty: 5139.169434
	Iteration 41Q: 3 clusters Score -6028482 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6028518.500000 Penalty: 5139.169434
	Iteration 42Q: 3 clusters Score -6028518 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6028548.000000 Penalty: 5139.169434
	Iteration 43Q: 3 clusters Score -6028548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -6028597.000000 Penalty: 5139.169434
	Iteration 44Q: 3 clusters Score -6028597 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -6028633.500000 Penalty: 5139.169434
	Iteration 45Q: 3 clusters Score -6028634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -6028699.000000 Penalty: 5139.169434
	Iteration 46Q: 3 clusters Score -6028699 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -6028740.000000 Penalty: 5139.169434
	Iteration 47Q: 3 clusters Score -6028740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6028801.500000 Penalty: 5139.169434
	Iteration 48Q: 3 clusters Score -6028802 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6028843.500000 Penalty: 5139.169434
	Iteration 49Q: 3 clusters Score -6028844 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6028916.000000 Penalty: 5139.169434
	Iteration 50Q: 3 clusters Score -6028916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -6028965.000000 Penalty: 5139.169434
	Iteration 51Q: 3 clusters Score -6028965 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -6029027.500000 Penalty: 5139.169434
	Iteration 52Q: 3 clusters Score -6029028 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6029092.000000 Penalty: 5139.169434
	Iteration 53Q: 3 clusters Score -6029092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -6029141.000000 Penalty: 5139.169434
	Iteration 54Q: 3 clusters Score -6029141 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -6029201.500000 Penalty: 5139.169434
	Iteration 55Q: 3 clusters Score -6029202 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -6029244.000000 Penalty: 5139.169434
	Iteration 56Q: 3 clusters Score -6029244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6029285.500000 Penalty: 5139.169434
	Iteration 57Q: 3 clusters Score -6029286 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6029327.000000 Penalty: 5139.169434
	Iteration 58Q: 3 clusters Score -6029327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6029369.000000 Penalty: 5139.169434
	Iteration 59Q: 3 clusters Score -6029369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -6029414.000000 Penalty: 5139.169434
	Iteration 60F: 3 clusters Score -6029414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6029425.500000 Penalty: 5139.169434
	Iteration 61Q: 3 clusters Score -6029426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -6029470.500000 Penalty: 5139.169434
	Iteration 62Q: 3 clusters Score -6029470 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6029489.500000 Penalty: 5139.169434
	Iteration 63Q: 3 clusters Score -6029490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -6029525.000000 Penalty: 5139.169434
	Iteration 64Q: 3 clusters Score -6029525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -6029541.000000 Penalty: 5139.169434
	Iteration 65Q: 3 clusters Score -6029541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -6029552.000000 Penalty: 5139.169434
	Iteration 66Q: 3 clusters Score -6029552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -6029557.000000 Penalty: 5139.169434
	Iteration 67Q: 3 clusters Score -6029557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -6029573.000000 Penalty: 5139.169434
	Iteration 68Q: 3 clusters Score -6029573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -6029594.500000 Penalty: 5139.169434
	Iteration 69Q: 3 clusters Score -6029594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -6029596.000000 Penalty: 5139.169434
	Iteration 70Q: 3 clusters Score -6029596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -6029612.000000 Penalty: 5139.169434
	Iteration 71Q: 3 clusters Score -6029612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -6029609.000000 Penalty: 5139.169434
	Iteration 72Q: 3 clusters Score -6029609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6029623.500000 Penalty: 5139.169434
	Iteration 73Q: 3 clusters Score -6029624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -6029636.500000 Penalty: 5139.169434
	Iteration 74Q: 3 clusters Score -6029636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6029642.000000 Penalty: 5139.169434
	Iteration 75Q: 3 clusters Score -6029642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -6029647.000000 Penalty: 5139.169434
	Iteration 76Q: 3 clusters Score -6029647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -6029648.000000 Penalty: 5139.169434
	Iteration 77Q: 3 clusters Score -6029648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6029648.000000 Penalty: 5139.169434
	Iteration 78Q: 3 clusters Score -6029648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -6029651.500000 Penalty: 5139.169434
	Iteration 79Q: 3 clusters Score -6029652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -6029653.500000 Penalty: 5139.169434
	Iteration 80F: 3 clusters Score -6029654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -6029652.500000 Penalty: 5139.169434
	Iteration 81Q: 3 clusters Score -6029652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6029661.500000 Penalty: 5139.169434
	Iteration 82Q: 3 clusters Score -6029662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6029670.000000 Penalty: 5139.169434
	Iteration 83Q: 3 clusters Score -6029670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -6029669.000000 Penalty: 5139.169434
	Iteration 84Q: 3 clusters Score -6029669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -6029673.000000 Penalty: 5139.169434
	Iteration 85Q: 3 clusters Score -6029673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6029684.000000 Penalty: 5139.169434
	Iteration 86Q: 3 clusters Score -6029684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -6029685.500000 Penalty: 5139.169434
	Iteration 87Q: 3 clusters Score -6029686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -6029688.000000 Penalty: 5139.169434
	Iteration 88Q: 3 clusters Score -6029688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -6029697.500000 Penalty: 5139.169434
	Iteration 89Q: 3 clusters Score -6029698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -6029705.500000 Penalty: 5139.169434
	Iteration 90Q: 3 clusters Score -6029706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6029697.500000 Penalty: 5139.169434
	Iteration 91Q: 3 clusters Score -6029698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -6029699.500000 Penalty: 5139.169434
	Iteration 92Q: 3 clusters Score -6029700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6029706.500000 Penalty: 5139.169434
	Iteration 93Q: 3 clusters Score -6029706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -6029722.500000 Penalty: 5139.169434
	Iteration 94Q: 3 clusters Score -6029722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -6029730.500000 Penalty: 5139.169434
	Iteration 95Q: 3 clusters Score -6029730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6029739.000000 Penalty: 5139.169434
	Iteration 96Q: 3 clusters Score -6029739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -6029740.500000 Penalty: 5139.169434
	Iteration 97Q: 3 clusters Score -6029740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6029743.000000 Penalty: 5139.169434
	Iteration 98Q: 3 clusters Score -6029743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6029748.000000 Penalty: 5139.169434
	Iteration 99Q: 3 clusters Score -6029748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -6029751.500000 Penalty: 5139.169434
	Iteration 100F: 3 clusters Score -6029752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -6029754.500000 Penalty: 5139.169434
	Iteration 101Q: 3 clusters Score -6029754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -6029749.000000 Penalty: 5139.169434
	Iteration 102Q: 3 clusters Score -6029749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -6029763.500000 Penalty: 5139.169434
	Iteration 103Q: 3 clusters Score -6029764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6029771.000000 Penalty: 5139.169434
	Iteration 104Q: 3 clusters Score -6029771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6029776.500000 Penalty: 5139.169434
	Iteration 105Q: 3 clusters Score -6029776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -6029771.000000 Penalty: 5139.169434
	Iteration 106Q: 3 clusters Score -6029771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -6029775.500000 Penalty: 5139.169434
	Iteration 107Q: 3 clusters Score -6029776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -6029775.500000 Penalty: 5139.169434
	Iteration 108F: 3 clusters Score -6029776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -36347.476562 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -36347.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35208.871094 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -35208.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -35307.601562 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -35307.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35349.480469 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -35349.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35367.019531 Penalty: 2686.385742
	Iteration 3Q: 3 clusters Score -35367.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35371.937500 Penalty: 2686.385742
	Iteration 4Q: 3 clusters Score -35371.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35394.281250 Penalty: 2686.385742
	Iteration 5Q: 3 clusters Score -35394.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -35403.238281 Penalty: 2686.385742
	Iteration 6Q: 3 clusters Score -35403.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 2686.385742
	Iteration 7Q: 3 clusters Score -35406.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -35406.226562 Penalty: 2686.385742
	Iteration 8F: 3 clusters Score -35406.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Entering Unmasked Estep 
Score: -312609.312500 Penalty: 1847.042236
	Iteration 0F: 2 clusters Score -312609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -310258.500000 Penalty: 3694.084473
	Iteration 0F: 3 clusters Score -310258.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -310831.750000 Penalty: 3694.084473
	Iteration 1F: 3 clusters Score -310831.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -311009.781250 Penalty: 3694.084473
	Iteration 2F: 3 clusters Score -311009.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -311125.312500 Penalty: 3694.084473
	Iteration 3F: 3 clusters Score -311125.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -311221.750000 Penalty: 3694.084473
	Iteration 4Q: 3 clusters Score -311221.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -311328.468750 Penalty: 3694.084473
	Iteration 5Q: 3 clusters Score -311328.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -311444.093750 Penalty: 3694.084473
	Iteration 6Q: 3 clusters Score -311444.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -311530.500000 Penalty: 3694.084473
	Iteration 7Q: 3 clusters Score -311530.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -311586.343750 Penalty: 3694.084473
	Iteration 8Q: 3 clusters Score -311586.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -311620.218750 Penalty: 3694.084473
	Iteration 9Q: 3 clusters Score -311620.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -311653.062500 Penalty: 3694.084473
	Iteration 10Q: 3 clusters Score -311653.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -311683.687500 Penalty: 3694.084473
	Iteration 11Q: 3 clusters Score -311683.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -311706.843750 Penalty: 3694.084473
	Iteration 12Q: 3 clusters Score -311706.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -311729.406250 Penalty: 3694.084473
	Iteration 13Q: 3 clusters Score -311729.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -311753.562500 Penalty: 3694.084473
	Iteration 14Q: 3 clusters Score -311753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -311779.375000 Penalty: 3694.084473
	Iteration 15Q: 3 clusters Score -311779.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -311811.656250 Penalty: 3694.084473
	Iteration 16Q: 3 clusters Score -311811.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -311837.843750 Penalty: 3694.084473
	Iteration 17Q: 3 clusters Score -311837.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -311857.781250 Penalty: 3694.084473
	Iteration 18Q: 3 clusters Score -311857.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -311873.937500 Penalty: 3694.084473
	Iteration 19Q: 3 clusters Score -311873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -311888.500000 Penalty: 3694.084473
	Iteration 20F: 3 clusters Score -311888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -311898.781250 Penalty: 3694.084473
	Iteration 21Q: 3 clusters Score -311898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -311908.250000 Penalty: 3694.084473
	Iteration 22Q: 3 clusters Score -311908.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -311911.156250 Penalty: 3694.084473
	Iteration 23Q: 3 clusters Score -311911.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -311913.500000 Penalty: 3694.084473
	Iteration 24Q: 3 clusters Score -311913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -311916.437500 Penalty: 3694.084473
	Iteration 25Q: 3 clusters Score -311916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -311919.968750 Penalty: 3694.084473
	Iteration 26Q: 3 clusters Score -311920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -311927.062500 Penalty: 3694.084473
	Iteration 27Q: 3 clusters Score -311927.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -311931.187500 Penalty: 3694.084473
	Iteration 28Q: 3 clusters Score -311931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -311936.093750 Penalty: 3694.084473
	Iteration 29Q: 3 clusters Score -311936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -311938.781250 Penalty: 3694.084473
	Iteration 30Q: 3 clusters Score -311938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -311940.250000 Penalty: 3694.084473
	Iteration 31Q: 3 clusters Score -311940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -311940.250000 Penalty: 3694.084473
	Iteration 32F: 3 clusters Score -311940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Entering Unmasked Estep 
Score: -5323043.500000 Penalty: 2543.890869
	Iteration 0F: 2 clusters Score -5323044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5304029.000000 Penalty: 5087.781738
	Iteration 0F: 3 clusters Score -5304029 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5310754.000000 Penalty: 5087.781738
	Iteration 1F: 3 clusters Score -5310754 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -5311196.500000 Penalty: 5087.781738
	Iteration 2Q: 3 clusters Score -5311196 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5311538.000000 Penalty: 5087.781738
	Iteration 3Q: 3 clusters Score -5311538 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5311826.500000 Penalty: 5087.781738
	Iteration 4Q: 3 clusters Score -5311826 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5312189.000000 Penalty: 5087.781738
	Iteration 5Q: 3 clusters Score -5312189 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5312638.000000 Penalty: 5087.781738
	Iteration 6Q: 3 clusters Score -5312638 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5313217.000000 Penalty: 5087.781738
	Iteration 7Q: 3 clusters Score -5313217 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5313966.500000 Penalty: 5087.781738
	Iteration 8Q: 3 clusters Score -5313966 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5314945.500000 Penalty: 5087.781738
	Iteration 9F: 3 clusters Score -5314946 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5316237.500000 Penalty: 5087.781738
	Iteration 10F: 3 clusters Score -5316238 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -5317678.500000 Penalty: 5087.781738
	Iteration 11F: 3 clusters Score -5317678 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -5318924.000000 Penalty: 5087.781738
	Iteration 12F: 3 clusters Score -5318924 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -5319661.000000 Penalty: 5087.781738
	Iteration 13Q: 3 clusters Score -5319661 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5320121.500000 Penalty: 5087.781738
	Iteration 14Q: 3 clusters Score -5320122 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5320404.000000 Penalty: 5087.781738
	Iteration 15Q: 3 clusters Score -5320404 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5320544.500000 Penalty: 5087.781738
	Iteration 16Q: 3 clusters Score -5320544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5320644.500000 Penalty: 5087.781738
	Iteration 17Q: 3 clusters Score -5320644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -5320718.000000 Penalty: 5087.781738
	Iteration 18Q: 3 clusters Score -5320718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5320762.500000 Penalty: 5087.781738
	Iteration 19Q: 3 clusters Score -5320762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -5320789.500000 Penalty: 5087.781738
	Iteration 20F: 3 clusters Score -5320790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5320796.000000 Penalty: 5087.781738
	Iteration 21Q: 3 clusters Score -5320796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -5320802.500000 Penalty: 5087.781738
	Iteration 22Q: 3 clusters Score -5320802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5320813.500000 Penalty: 5087.781738
	Iteration 23Q: 3 clusters Score -5320814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -5320826.500000 Penalty: 5087.781738
	Iteration 24Q: 3 clusters Score -5320826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5320828.000000 Penalty: 5087.781738
	Iteration 25Q: 3 clusters Score -5320828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5320828.000000 Penalty: 5087.781738
	Iteration 26F: 3 clusters Score -5320828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Entering Unmasked Estep 
Score: -4810375.000000 Penalty: 2497.616211
	Iteration 0F: 2 clusters Score -4810375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4795970.500000 Penalty: 4995.232422
	Iteration 0F: 3 clusters Score -4795970 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4801548.500000 Penalty: 4995.232422
	Iteration 1F: 3 clusters Score -4801548 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4801881.500000 Penalty: 4995.232422
	Iteration 2F: 3 clusters Score -4801882 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4802144.500000 Penalty: 4995.232422
	Iteration 3Q: 3 clusters Score -4802144 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4802421.000000 Penalty: 4995.232422
	Iteration 4Q: 3 clusters Score -4802421 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4802776.500000 Penalty: 4995.232422
	Iteration 5Q: 3 clusters Score -4802776 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4803149.000000 Penalty: 4995.232422
	Iteration 6Q: 3 clusters Score -4803149 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4803606.000000 Penalty: 4995.232422
	Iteration 7Q: 3 clusters Score -4803606 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4804155.000000 Penalty: 4995.232422
	Iteration 8Q: 3 clusters Score -4804155 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -4804772.500000 Penalty: 4995.232422
	Iteration 9Q: 3 clusters Score -4804772 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4805287.500000 Penalty: 4995.232422
	Iteration 10Q: 3 clusters Score -4805288 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4805717.000000 Penalty: 4995.232422
	Iteration 11Q: 3 clusters Score -4805717 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4806099.000000 Penalty: 4995.232422
	Iteration 12Q: 3 clusters Score -4806099 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4806437.000000 Penalty: 4995.232422
	Iteration 13Q: 3 clusters Score -4806437 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4806704.500000 Penalty: 4995.232422
	Iteration 14Q: 3 clusters Score -4806704 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4806946.000000 Penalty: 4995.232422
	Iteration 15Q: 3 clusters Score -4806946 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4807142.000000 Penalty: 4995.232422
	Iteration 16Q: 3 clusters Score -4807142 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4807320.500000 Penalty: 4995.232422
	Iteration 17Q: 3 clusters Score -4807320 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4807474.000000 Penalty: 4995.232422
	Iteration 18Q: 3 clusters Score -4807474 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4807611.500000 Penalty: 4995.232422
	Iteration 19Q: 3 clusters Score -4807612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4807726.500000 Penalty: 4995.232422
	Iteration 20F: 3 clusters Score -4807726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -4807883.500000 Penalty: 4995.232422
	Iteration 21Q: 3 clusters Score -4807884 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4808081.000000 Penalty: 4995.232422
	Iteration 22Q: 3 clusters Score -4808081 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4808271.500000 Penalty: 4995.232422
	Iteration 23Q: 3 clusters Score -4808272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4808444.500000 Penalty: 4995.232422
	Iteration 24Q: 3 clusters Score -4808444 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4808656.500000 Penalty: 4995.232422
	Iteration 25Q: 3 clusters Score -4808656 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4808839.000000 Penalty: 4995.232422
	Iteration 26Q: 3 clusters Score -4808839 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -4808962.500000 Penalty: 4995.232422
	Iteration 27Q: 3 clusters Score -4808962 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -4809048.500000 Penalty: 4995.232422
	Iteration 28Q: 3 clusters Score -4809048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4809114.500000 Penalty: 4995.232422
	Iteration 29Q: 3 clusters Score -4809114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4809181.500000 Penalty: 4995.232422
	Iteration 30Q: 3 clusters Score -4809182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4809197.500000 Penalty: 4995.232422
	Iteration 31Q: 3 clusters Score -4809198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4809224.000000 Penalty: 4995.232422
	Iteration 32Q: 3 clusters Score -4809224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4809247.000000 Penalty: 4995.232422
	Iteration 33Q: 3 clusters Score -4809247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4809270.500000 Penalty: 4995.232422
	Iteration 34Q: 3 clusters Score -4809270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4809283.500000 Penalty: 4995.232422
	Iteration 35Q: 3 clusters Score -4809284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4809292.500000 Penalty: 4995.232422
	Iteration 36Q: 3 clusters Score -4809292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4809296.500000 Penalty: 4995.232422
	Iteration 37Q: 3 clusters Score -4809296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4809305.000000 Penalty: 4995.232422
	Iteration 38Q: 3 clusters Score -4809305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4809305.500000 Penalty: 4995.232422
	Iteration 39Q: 3 clusters Score -4809306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4809306.000000 Penalty: 4995.232422
	Iteration 40F: 3 clusters Score -4809306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -4809302.500000 Penalty: 4995.232422
	Iteration 41Q: 3 clusters Score -4809302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4809303.000000 Penalty: 4995.232422
	Iteration 42Q: 3 clusters Score -4809303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4809308.500000 Penalty: 4995.232422
	Iteration 43Q: 3 clusters Score -4809308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -4809314.000000 Penalty: 4995.232422
	Iteration 44Q: 3 clusters Score -4809314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -4809317.000000 Penalty: 4995.232422
	Iteration 45Q: 3 clusters Score -4809317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4809317.000000 Penalty: 4995.232422
	Iteration 46Q: 3 clusters Score -4809317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4809313.500000 Penalty: 4995.232422
	Iteration 47Q: 3 clusters Score -4809314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4809323.500000 Penalty: 4995.232422
	Iteration 48Q: 3 clusters Score -4809324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4809319.500000 Penalty: 4995.232422
	Iteration 49Q: 3 clusters Score -4809320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4809322.000000 Penalty: 4995.232422
	Iteration 50Q: 3 clusters Score -4809322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4809328.000000 Penalty: 4995.232422
	Iteration 51Q: 3 clusters Score -4809328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4809326.500000 Penalty: 4995.232422
	Iteration 52Q: 3 clusters Score -4809326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4809325.000000 Penalty: 4995.232422
	Iteration 53Q: 3 clusters Score -4809325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4809323.000000 Penalty: 4995.232422
	Iteration 54Q: 3 clusters Score -4809323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4809320.500000 Penalty: 4995.232422
	Iteration 55Q: 3 clusters Score -4809320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4809323.000000 Penalty: 4995.232422
	Iteration 56Q: 3 clusters Score -4809323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -4809322.500000 Penalty: 4995.232422
	Iteration 57Q: 3 clusters Score -4809322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4809322.500000 Penalty: 4995.232422
	Iteration 58Q: 3 clusters Score -4809322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4809324.000000 Penalty: 4995.232422
	Iteration 59Q: 3 clusters Score -4809324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4809327.000000 Penalty: 4995.232422
	Iteration 60F: 3 clusters Score -4809327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4809328.500000 Penalty: 4995.232422
	Iteration 61Q: 3 clusters Score -4809328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4809327.500000 Penalty: 4995.232422
	Iteration 62Q: 3 clusters Score -4809328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4809327.500000 Penalty: 4995.232422
	Iteration 63F: 3 clusters Score -4809328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Entering Unmasked Estep 
Score: -5054810.500000 Penalty: 2507.807373
	Iteration 0F: 2 clusters Score -5054810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5039753.000000 Penalty: 5015.614746
	Iteration 0F: 3 clusters Score -5039753 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -5045652.500000 Penalty: 5015.614746
	Iteration 1F: 3 clusters Score -5045652 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5045998.500000 Penalty: 5015.614746
	Iteration 2F: 3 clusters Score -5045998 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5046301.500000 Penalty: 5015.614746
	Iteration 3F: 3 clusters Score -5046302 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5046570.000000 Penalty: 5015.614746
	Iteration 4Q: 3 clusters Score -5046570 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5046873.000000 Penalty: 5015.614746
	Iteration 5Q: 3 clusters Score -5046873 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -5047220.000000 Penalty: 5015.614746
	Iteration 6Q: 3 clusters Score -5047220 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -5047495.000000 Penalty: 5015.614746
	Iteration 7Q: 3 clusters Score -5047495 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -5047945.500000 Penalty: 5015.614746
	Iteration 8Q: 3 clusters Score -5047946 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -5048249.000000 Penalty: 5015.614746
	Iteration 9Q: 3 clusters Score -5048249 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -5048618.000000 Penalty: 5015.614746
	Iteration 10Q: 3 clusters Score -5048618 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5048882.500000 Penalty: 5015.614746
	Iteration 11Q: 3 clusters Score -5048882 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5049154.000000 Penalty: 5015.614746
	Iteration 12Q: 3 clusters Score -5049154 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -5049346.500000 Penalty: 5015.614746
	Iteration 13Q: 3 clusters Score -5049346 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -5049516.500000 Penalty: 5015.614746
	Iteration 14Q: 3 clusters Score -5049516 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -5049599.500000 Penalty: 5015.614746
	Iteration 15Q: 3 clusters Score -5049600 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5049742.000000 Penalty: 5015.614746
	Iteration 16Q: 3 clusters Score -5049742 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -5049795.000000 Penalty: 5015.614746
	Iteration 17Q: 3 clusters Score -5049795 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5049906.500000 Penalty: 5015.614746
	Iteration 18Q: 3 clusters Score -5049906 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5049992.500000 Penalty: 5015.614746
	Iteration 19Q: 3 clusters Score -5049992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -5050215.000000 Penalty: 5015.614746
	Iteration 20F: 3 clusters Score -5050215 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5050436.000000 Penalty: 5015.614746
	Iteration 21Q: 3 clusters Score -5050436 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -5050759.000000 Penalty: 5015.614746
	Iteration 22Q: 3 clusters Score -5050759 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -5051002.500000 Penalty: 5015.614746
	Iteration 23Q: 3 clusters Score -5051002 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5051363.500000 Penalty: 5015.614746
	Iteration 24Q: 3 clusters Score -5051364 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5051725.000000 Penalty: 5015.614746
	Iteration 25Q: 3 clusters Score -5051725 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5052143.000000 Penalty: 5015.614746
	Iteration 26Q: 3 clusters Score -5052143 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5052461.000000 Penalty: 5015.614746
	Iteration 27Q: 3 clusters Score -5052461 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -5052628.500000 Penalty: 5015.614746
	Iteration 28Q: 3 clusters Score -5052628 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5052686.500000 Penalty: 5015.614746
	Iteration 29Q: 3 clusters Score -5052686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5052790.000000 Penalty: 5015.614746
	Iteration 30Q: 3 clusters Score -5052790 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5052842.500000 Penalty: 5015.614746
	Iteration 31Q: 3 clusters Score -5052842 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -5052883.000000 Penalty: 5015.614746
	Iteration 32Q: 3 clusters Score -5052883 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5052973.500000 Penalty: 5015.614746
	Iteration 33Q: 3 clusters Score -5052974 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5052970.500000 Penalty: 5015.614746
	Iteration 34Q: 3 clusters Score -5052970 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -5052987.000000 Penalty: 5015.614746
	Iteration 35Q: 3 clusters Score -5052987 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5052948.000000 Penalty: 5015.614746
	Iteration 36Q: 3 clusters Score -5052948 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -5052895.500000 Penalty: 5015.614746
	Iteration 37Q: 3 clusters Score -5052896 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -5052860.000000 Penalty: 5015.614746
	Iteration 38Q: 3 clusters Score -5052860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5052859.000000 Penalty: 5015.614746
	Iteration 39Q: 3 clusters Score -5052859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5053096.000000 Penalty: 5015.614746
	Iteration 40F: 3 clusters Score -5053096 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5053189.500000 Penalty: 5015.614746
	Iteration 41Q: 3 clusters Score -5053190 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -5053187.000000 Penalty: 5015.614746
	Iteration 42Q: 3 clusters Score -5053187 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5053208.000000 Penalty: 5015.614746
	Iteration 43Q: 3 clusters Score -5053208 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -5053165.000000 Penalty: 5015.614746
	Iteration 44Q: 3 clusters Score -5053165 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5053080.000000 Penalty: 5015.614746
	Iteration 45Q: 3 clusters Score -5053080 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -5052908.000000 Penalty: 5015.614746
	Iteration 46Q: 3 clusters Score -5052908 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5052746.000000 Penalty: 5015.614746
	Iteration 47Q: 3 clusters Score -5052746 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5052547.000000 Penalty: 5015.614746
	Iteration 48Q: 3 clusters Score -5052547 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -5052275.000000 Penalty: 5015.614746
	Iteration 49Q: 3 clusters Score -5052275 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -5052059.500000 Penalty: 5015.614746
	Iteration 50Q: 3 clusters Score -5052060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -5051875.000000 Penalty: 5015.614746
	Iteration 51Q: 3 clusters Score -5051875 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5051787.500000 Penalty: 5015.614746
	Iteration 52Q: 3 clusters Score -5051788 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5051778.000000 Penalty: 5015.614746
	Iteration 53Q: 3 clusters Score -5051778 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5051719.000000 Penalty: 5015.614746
	Iteration 54Q: 3 clusters Score -5051719 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -5051637.500000 Penalty: 5015.614746
	Iteration 55Q: 3 clusters Score -5051638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5051626.000000 Penalty: 5015.614746
	Iteration 56Q: 3 clusters Score -5051626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5051538.000000 Penalty: 5015.614746
	Iteration 57Q: 3 clusters Score -5051538 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -5051529.000000 Penalty: 5015.614746
	Iteration 58Q: 3 clusters Score -5051529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5051507.000000 Penalty: 5015.614746
	Iteration 59Q: 3 clusters Score -5051507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -5051540.500000 Penalty: 5015.614746
	Iteration 60F: 3 clusters Score -5051540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5051473.500000 Penalty: 5015.614746
	Iteration 61Q: 3 clusters Score -5051474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -5051424.000000 Penalty: 5015.614746
	Iteration 62Q: 3 clusters Score -5051424 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5051355.500000 Penalty: 5015.614746
	Iteration 63Q: 3 clusters Score -5051356 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -5051362.500000 Penalty: 5015.614746
	Iteration 64Q: 3 clusters Score -5051362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5051368.500000 Penalty: 5015.614746
	Iteration 65Q: 3 clusters Score -5051368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5051349.000000 Penalty: 5015.614746
	Iteration 66Q: 3 clusters Score -5051349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5051369.000000 Penalty: 5015.614746
	Iteration 67Q: 3 clusters Score -5051369 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5051338.000000 Penalty: 5015.614746
	Iteration 68Q: 3 clusters Score -5051338 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5051325.500000 Penalty: 5015.614746
	Iteration 69Q: 3 clusters Score -5051326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -5051287.000000 Penalty: 5015.614746
	Iteration 70Q: 3 clusters Score -5051287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5051224.500000 Penalty: 5015.614746
	Iteration 71Q: 3 clusters Score -5051224 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -5051195.000000 Penalty: 5015.614746
	Iteration 72Q: 3 clusters Score -5051195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5051152.500000 Penalty: 5015.614746
	Iteration 73Q: 3 clusters Score -5051152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -5051148.500000 Penalty: 5015.614746
	Iteration 74Q: 3 clusters Score -5051148 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -5051135.500000 Penalty: 5015.614746
	Iteration 75Q: 3 clusters Score -5051136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5051086.500000 Penalty: 5015.614746
	Iteration 76Q: 3 clusters Score -5051086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5051090.000000 Penalty: 5015.614746
	Iteration 77Q: 3 clusters Score -5051090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -5051047.000000 Penalty: 5015.614746
	Iteration 78Q: 3 clusters Score -5051047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5051037.500000 Penalty: 5015.614746
	Iteration 79Q: 3 clusters Score -5051038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -5051044.500000 Penalty: 5015.614746
	Iteration 80F: 3 clusters Score -5051044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5051042.500000 Penalty: 5015.614746
	Iteration 81Q: 3 clusters Score -5051042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5051038.500000 Penalty: 5015.614746
	Iteration 82Q: 3 clusters Score -5051038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -5051040.000000 Penalty: 5015.614746
	Iteration 83Q: 3 clusters Score -5051040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -5051015.500000 Penalty: 5015.614746
	Iteration 84Q: 3 clusters Score -5051016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -5051012.000000 Penalty: 5015.614746
	Iteration 85Q: 3 clusters Score -5051012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5051017.000000 Penalty: 5015.614746
	Iteration 86Q: 3 clusters Score -5051017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -5051028.000000 Penalty: 5015.614746
	Iteration 87Q: 3 clusters Score -5051028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5051041.500000 Penalty: 5015.614746
	Iteration 88Q: 3 clusters Score -5051042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -5051027.000000 Penalty: 5015.614746
	Iteration 89Q: 3 clusters Score -5051027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5051026.500000 Penalty: 5015.614746
	Iteration 90Q: 3 clusters Score -5051026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -5051019.500000 Penalty: 5015.614746
	Iteration 91Q: 3 clusters Score -5051020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5051014.000000 Penalty: 5015.614746
	Iteration 92Q: 3 clusters Score -5051014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5051011.000000 Penalty: 5015.614746
	Iteration 93Q: 3 clusters Score -5051011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5051016.500000 Penalty: 5015.614746
	Iteration 94Q: 3 clusters Score -5051016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -5051022.000000 Penalty: 5015.614746
	Iteration 95Q: 3 clusters Score -5051022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5051029.000000 Penalty: 5015.614746
	Iteration 96Q: 3 clusters Score -5051029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5051043.000000 Penalty: 5015.614746
	Iteration 97Q: 3 clusters Score -5051043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5051038.000000 Penalty: 5015.614746
	Iteration 98Q: 3 clusters Score -5051038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5051038.500000 Penalty: 5015.614746
	Iteration 99Q: 3 clusters Score -5051038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -5051053.500000 Penalty: 5015.614746
	Iteration 100F: 3 clusters Score -5051054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -5051049.000000 Penalty: 5015.614746
	Iteration 101Q: 3 clusters Score -5051049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -5051054.500000 Penalty: 5015.614746
	Iteration 102Q: 3 clusters Score -5051054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5051061.500000 Penalty: 5015.614746
	Iteration 103Q: 3 clusters Score -5051062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5051060.500000 Penalty: 5015.614746
	Iteration 104Q: 3 clusters Score -5051060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5051078.500000 Penalty: 5015.614746
	Iteration 105Q: 3 clusters Score -5051078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -5051071.500000 Penalty: 5015.614746
	Iteration 106Q: 3 clusters Score -5051072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5051074.000000 Penalty: 5015.614746
	Iteration 107Q: 3 clusters Score -5051074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5051076.000000 Penalty: 5015.614746
	Iteration 108Q: 3 clusters Score -5051076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -5051090.500000 Penalty: 5015.614746
	Iteration 109Q: 3 clusters Score -5051090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -5051110.000000 Penalty: 5015.614746
	Iteration 110Q: 3 clusters Score -5051110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5051131.000000 Penalty: 5015.614746
	Iteration 111Q: 3 clusters Score -5051131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -5051146.500000 Penalty: 5015.614746
	Iteration 112Q: 3 clusters Score -5051146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5051170.000000 Penalty: 5015.614746
	Iteration 113Q: 3 clusters Score -5051170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -5051205.000000 Penalty: 5015.614746
	Iteration 114Q: 3 clusters Score -5051205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5051213.500000 Penalty: 5015.614746
	Iteration 115Q: 3 clusters Score -5051214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -5051264.000000 Penalty: 5015.614746
	Iteration 116Q: 3 clusters Score -5051264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5051272.000000 Penalty: 5015.614746
	Iteration 117Q: 3 clusters Score -5051272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -5051253.000000 Penalty: 5015.614746
	Iteration 118Q: 3 clusters Score -5051253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5051257.500000 Penalty: 5015.614746
	Iteration 119Q: 3 clusters Score -5051258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5051265.000000 Penalty: 5015.614746
	Iteration 120F: 3 clusters Score -5051265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5051281.000000 Penalty: 5015.614746
	Iteration 121Q: 3 clusters Score -5051281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5051295.500000 Penalty: 5015.614746
	Iteration 122Q: 3 clusters Score -5051296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5051315.500000 Penalty: 5015.614746
	Iteration 123Q: 3 clusters Score -5051316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5051362.500000 Penalty: 5015.614746
	Iteration 124Q: 3 clusters Score -5051362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5051375.000000 Penalty: 5015.614746
	Iteration 125Q: 3 clusters Score -5051375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -5051391.500000 Penalty: 5015.614746
	Iteration 126Q: 3 clusters Score -5051392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5051413.000000 Penalty: 5015.614746
	Iteration 127Q: 3 clusters Score -5051413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5051486.500000 Penalty: 5015.614746
	Iteration 128Q: 3 clusters Score -5051486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -5051499.000000 Penalty: 5015.614746
	Iteration 129Q: 3 clusters Score -5051499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5051536.000000 Penalty: 5015.614746
	Iteration 130Q: 3 clusters Score -5051536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -5051579.500000 Penalty: 5015.614746
	Iteration 131Q: 3 clusters Score -5051580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -5051599.000000 Penalty: 5015.614746
	Iteration 132Q: 3 clusters Score -5051599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5051646.000000 Penalty: 5015.614746
	Iteration 133Q: 3 clusters Score -5051646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5051646.500000 Penalty: 5015.614746
	Iteration 134Q: 3 clusters Score -5051646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -5051678.500000 Penalty: 5015.614746
	Iteration 135Q: 3 clusters Score -5051678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5051696.000000 Penalty: 5015.614746
	Iteration 136Q: 3 clusters Score -5051696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -5051697.500000 Penalty: 5015.614746
	Iteration 137Q: 3 clusters Score -5051698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5051704.500000 Penalty: 5015.614746
	Iteration 138Q: 3 clusters Score -5051704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5051727.000000 Penalty: 5015.614746
	Iteration 139Q: 3 clusters Score -5051727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5051753.500000 Penalty: 5015.614746
	Iteration 140F: 3 clusters Score -5051754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5051760.500000 Penalty: 5015.614746
	Iteration 141Q: 3 clusters Score -5051760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5051768.500000 Penalty: 5015.614746
	Iteration 142Q: 3 clusters Score -5051768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -5051760.000000 Penalty: 5015.614746
	Iteration 143Q: 3 clusters Score -5051760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5051767.000000 Penalty: 5015.614746
	Iteration 144Q: 3 clusters Score -5051767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5051770.500000 Penalty: 5015.614746
	Iteration 145Q: 3 clusters Score -5051770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -5051759.000000 Penalty: 5015.614746
	Iteration 146Q: 3 clusters Score -5051759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5051774.000000 Penalty: 5015.614746
	Iteration 147Q: 3 clusters Score -5051774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5051771.500000 Penalty: 5015.614746
	Iteration 148Q: 3 clusters Score -5051772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5051774.500000 Penalty: 5015.614746
	Iteration 149Q: 3 clusters Score -5051774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5051774.500000 Penalty: 5015.614746
	Iteration 150F: 3 clusters Score -5051774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -429691.375000 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -429691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -426823.031250 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -426823 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -427523.281250 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -427523.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -427847.937500 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -427847.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -428065.937500 Penalty: 3858.615723
	Iteration 3F: 3 clusters Score -428065.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -428193.812500 Penalty: 3858.615723
	Iteration 4F: 3 clusters Score -428193.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -428311.437500 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -428311.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -428401.531250 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -428401.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -428453.750000 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -428453.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -428493.750000 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -428493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -428530.312500 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -428530.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -428577.312500 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -428577.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428630.156250 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -428630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -428662.281250 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -428662.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -428682.500000 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -428682.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -428694.250000 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -428694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -428704.281250 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -428704.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -428715.156250 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -428715.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -428725.000000 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -428725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -428738.875000 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -428738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -428749.687500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -428749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -428756.406250 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -428756.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -428758.437500 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -428758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -428761.281250 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -428761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -428761.406250 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -428761.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -428761.406250 Penalty: 3858.615723
	Iteration 24F: 3 clusters Score -428761.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Entering Unmasked Estep 
Score: -5469206.500000 Penalty: 2526.257324
	Iteration 0F: 2 clusters Score -5469206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5454352.500000 Penalty: 5052.514648
	Iteration 0F: 3 clusters Score -5454352 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5460711.500000 Penalty: 5052.514648
	Iteration 1F: 3 clusters Score -5460712 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -5461096.000000 Penalty: 5052.514648
	Iteration 2Q: 3 clusters Score -5461096 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5461342.000000 Penalty: 5052.514648
	Iteration 3Q: 3 clusters Score -5461342 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5461614.500000 Penalty: 5052.514648
	Iteration 4Q: 3 clusters Score -5461614 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -5461908.500000 Penalty: 5052.514648
	Iteration 5Q: 3 clusters Score -5461908 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -5462181.000000 Penalty: 5052.514648
	Iteration 6Q: 3 clusters Score -5462181 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5462542.500000 Penalty: 5052.514648
	Iteration 7Q: 3 clusters Score -5462542 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -5463045.500000 Penalty: 5052.514648
	Iteration 8Q: 3 clusters Score -5463046 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5463803.000000 Penalty: 5052.514648
	Iteration 9Q: 3 clusters Score -5463803 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5464814.000000 Penalty: 5052.514648
	Iteration 10F: 3 clusters Score -5464814 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -5465887.500000 Penalty: 5052.514648
	Iteration 11F: 3 clusters Score -5465888 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5466665.500000 Penalty: 5052.514648
	Iteration 12F: 3 clusters Score -5466666 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5467145.500000 Penalty: 5052.514648
	Iteration 13Q: 3 clusters Score -5467146 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -5467476.500000 Penalty: 5052.514648
	Iteration 14Q: 3 clusters Score -5467476 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5467687.500000 Penalty: 5052.514648
	Iteration 15Q: 3 clusters Score -5467688 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5467931.500000 Penalty: 5052.514648
	Iteration 16Q: 3 clusters Score -5467932 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5468059.000000 Penalty: 5052.514648
	Iteration 17Q: 3 clusters Score -5468059 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -5468170.500000 Penalty: 5052.514648
	Iteration 18Q: 3 clusters Score -5468170 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5468233.000000 Penalty: 5052.514648
	Iteration 19Q: 3 clusters Score -5468233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -5468309.500000 Penalty: 5052.514648
	Iteration 20F: 3 clusters Score -5468310 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5468373.000000 Penalty: 5052.514648
	Iteration 21Q: 3 clusters Score -5468373 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5468367.500000 Penalty: 5052.514648
	Iteration 22Q: 3 clusters Score -5468368 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5468355.500000 Penalty: 5052.514648
	Iteration 23Q: 3 clusters Score -5468356 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5468345.000000 Penalty: 5052.514648
	Iteration 24Q: 3 clusters Score -5468345 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -5468363.500000 Penalty: 5052.514648
	Iteration 25Q: 3 clusters Score -5468364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5468333.000000 Penalty: 5052.514648
	Iteration 26Q: 3 clusters Score -5468333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -5468334.500000 Penalty: 5052.514648
	Iteration 27Q: 3 clusters Score -5468334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5468342.500000 Penalty: 5052.514648
	Iteration 28Q: 3 clusters Score -5468342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -5468324.000000 Penalty: 5052.514648
	Iteration 29Q: 3 clusters Score -5468324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5468345.000000 Penalty: 5052.514648
	Iteration 30Q: 3 clusters Score -5468345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5468339.500000 Penalty: 5052.514648
	Iteration 31Q: 3 clusters Score -5468340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5468335.000000 Penalty: 5052.514648
	Iteration 32Q: 3 clusters Score -5468335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5468337.000000 Penalty: 5052.514648
	Iteration 33Q: 3 clusters Score -5468337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5468358.000000 Penalty: 5052.514648
	Iteration 34Q: 3 clusters Score -5468358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5468383.500000 Penalty: 5052.514648
	Iteration 35Q: 3 clusters Score -5468384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5468394.500000 Penalty: 5052.514648
	Iteration 36Q: 3 clusters Score -5468394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5468397.000000 Penalty: 5052.514648
	Iteration 37Q: 3 clusters Score -5468397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5468400.500000 Penalty: 5052.514648
	Iteration 38Q: 3 clusters Score -5468400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5468400.500000 Penalty: 5052.514648
	Iteration 39Q: 3 clusters Score -5468400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5468382.500000 Penalty: 5052.514648
	Iteration 40F: 3 clusters Score -5468382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5468376.500000 Penalty: 5052.514648
	Iteration 41Q: 3 clusters Score -5468376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5468389.000000 Penalty: 5052.514648
	Iteration 42Q: 3 clusters Score -5468389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5468395.500000 Penalty: 5052.514648
	Iteration 43Q: 3 clusters Score -5468396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5468399.500000 Penalty: 5052.514648
	Iteration 44Q: 3 clusters Score -5468400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5468407.500000 Penalty: 5052.514648
	Iteration 45Q: 3 clusters Score -5468408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5468391.000000 Penalty: 5052.514648
	Iteration 46Q: 3 clusters Score -5468391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -5468392.500000 Penalty: 5052.514648
	Iteration 47Q: 3 clusters Score -5468392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5468394.000000 Penalty: 5052.514648
	Iteration 48Q: 3 clusters Score -5468394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5468397.500000 Penalty: 5052.514648
	Iteration 49Q: 3 clusters Score -5468398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5468395.000000 Penalty: 5052.514648
	Iteration 50Q: 3 clusters Score -5468395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5468388.000000 Penalty: 5052.514648
	Iteration 51Q: 3 clusters Score -5468388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5468389.500000 Penalty: 5052.514648
	Iteration 52Q: 3 clusters Score -5468390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5468391.500000 Penalty: 5052.514648
	Iteration 53Q: 3 clusters Score -5468392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5468391.500000 Penalty: 5052.514648
	Iteration 54F: 3 clusters Score -5468392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160258.562500 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160258.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160513.765625 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160513.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160603.812500 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160603.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -160677.750000 Penalty: 3380.557373
	Iteration 3Q: 3 clusters Score -160677.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160738.890625 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -160738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160775.375000 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -160775.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160819.015625 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -160819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160858.875000 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -160858.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160893.765625 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -160893.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160931.796875 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -160931.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160968.515625 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -160968.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -161002.187500 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -161002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -161035.640625 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -161035.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161072.375000 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -161072.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -161126.640625 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -161126.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -161182.984375 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -161183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -161262.265625 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -161262.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161350.312500 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -161350.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -161420.812500 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -161420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161470.578125 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -161470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161505.484375 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -161505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -161541.875000 Penalty: 3380.557373
	Iteration 21Q: 3 clusters Score -161541.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161591.046875 Penalty: 3380.557373
	Iteration 22Q: 3 clusters Score -161591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -161718.640625 Penalty: 3380.557373
	Iteration 23Q: 3 clusters Score -161718.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -161913.062500 Penalty: 3380.557373
	Iteration 24Q: 3 clusters Score -161913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162090.468750 Penalty: 3380.557373
	Iteration 25Q: 3 clusters Score -162090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -162160.656250 Penalty: 3380.557373
	Iteration 26Q: 3 clusters Score -162160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -162179.812500 Penalty: 3380.557373
	Iteration 27Q: 3 clusters Score -162179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -162186.468750 Penalty: 3380.557373
	Iteration 28Q: 3 clusters Score -162186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -162191.562500 Penalty: 3380.557373
	Iteration 29Q: 3 clusters Score -162191.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -162192.937500 Penalty: 3380.557373
	Iteration 30Q: 3 clusters Score -162192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -162198.734375 Penalty: 3380.557373
	Iteration 31Q: 3 clusters Score -162198.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -162207.109375 Penalty: 3380.557373
	Iteration 32Q: 3 clusters Score -162207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -162208.515625 Penalty: 3380.557373
	Iteration 33Q: 3 clusters Score -162208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -162208.515625 Penalty: 3380.557373
	Iteration 34F: 3 clusters Score -162208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 31120 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 28714 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 18458 members 
Mstep: Class 8 contains 25497 members 
Mstep: Class 9 contains 34407 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30069 members 
Mstep: Class 13 contains 19630 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 29341 members 
Mstep: Class 20 contains 24870 members 
Mstep: Class 21 contains 42640 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28414 members 
Mstep: Class 24 contains 24432 members 
Mstep: Class 25 contains 32396 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32738 members 
Mstep: Class 28 contains 22139 members 
Mstep: Class 29 contains 31610 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28499 members 
Mstep: Class 33 contains 23648 members 
Mstep: Class 34 contains 24640 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26543 members 
Mstep: Class 37 contains 520 members 
Mstep: Class 38 contains 20995 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 25095 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24057 members 
Mstep: Class 44 contains 29076 members 
Mstep: Class 45 contains 30421 members 
Mstep: Class 46 contains 20711 members 
Mstep: Class 47 contains 392 members 
Entering Unmasked Estep 
Score: -177453520.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177455136.000000 to -177453520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -4325161.000000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -4325161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4312577.500000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -4312578 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4317622.500000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -4317622 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4318117.500000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -4318118 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4318602.500000 Penalty: 4936.211914
	Iteration 3Q: 3 clusters Score -4318602 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4319244.000000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -4319244 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4319985.000000 Penalty: 4936.211914
	Iteration 5F: 3 clusters Score -4319985 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4320947.000000 Penalty: 4936.211914
	Iteration 6F: 3 clusters Score -4320947 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4322064.000000 Penalty: 4936.211914
	Iteration 7F: 3 clusters Score -4322064 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4323057.000000 Penalty: 4936.211914
	Iteration 8F: 3 clusters Score -4323057 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4323601.500000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -4323602 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4323800.500000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -4323800 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4323879.500000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -4323880 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4323924.000000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -4323924 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4323962.000000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -4323962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -4323963.000000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -4323963 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4323992.000000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -4323992 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -4324012.500000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -4324012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4324004.500000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -4324004 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4323988.500000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -4323988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4324002.000000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -4324002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4323992.000000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -4323992 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4323973.500000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -4323974 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4323951.500000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -4323952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4323936.000000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -4323936 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4323952.500000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -4323952 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4323944.500000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -4323944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4323926.500000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -4323926 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4323931.500000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -4323932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4323901.500000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -4323902 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -4323889.000000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -4323889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4323896.000000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -4323896 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4323887.000000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -4323887 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4323853.500000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -4323854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4323840.000000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -4323840 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4323810.000000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -4323810 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4323782.500000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -4323782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4323749.500000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -4323750 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4323720.500000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -4323720 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4323722.000000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -4323722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -4323693.500000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -4323694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4323699.500000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -4323700 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4323687.000000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -4323687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4323666.500000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -4323666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4323663.500000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -4323664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -4323658.000000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -4323658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4323652.000000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -4323652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4323643.000000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -4323643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4323653.500000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -4323654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4323640.500000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -4323640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4323649.500000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -4323650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4323649.500000 Penalty: 4936.211914
	Iteration 50Q: 3 clusters Score -4323650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4323646.500000 Penalty: 4936.211914
	Iteration 51Q: 3 clusters Score -4323646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4323640.500000 Penalty: 4936.211914
	Iteration 52Q: 3 clusters Score -4323640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4323640.000000 Penalty: 4936.211914
	Iteration 53Q: 3 clusters Score -4323640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4323639.000000 Penalty: 4936.211914
	Iteration 54Q: 3 clusters Score -4323639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4323630.500000 Penalty: 4936.211914
	Iteration 55Q: 3 clusters Score -4323630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4323634.500000 Penalty: 4936.211914
	Iteration 56Q: 3 clusters Score -4323634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4323631.500000 Penalty: 4936.211914
	Iteration 57Q: 3 clusters Score -4323632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4323630.500000 Penalty: 4936.211914
	Iteration 58Q: 3 clusters Score -4323630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4323630.500000 Penalty: 4936.211914
	Iteration 59F: 3 clusters Score -4323630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -86984.632812 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -86984.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -85472.265625 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -85472.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85643.375000 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -85643.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85682.484375 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -85682.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85686.187500 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -85686.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -85692.820312 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -85692.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85695.617188 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -85695.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85695.617188 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -85695.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Entering Unmasked Estep 
Score: -5566650.500000 Penalty: 2545.685547
	Iteration 0F: 2 clusters Score -5566650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -5548257.000000 Penalty: 5091.371094
	Iteration 0F: 3 clusters Score -5548257 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5555201.000000 Penalty: 5091.371094
	Iteration 1F: 3 clusters Score -5555201 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5555622.000000 Penalty: 5091.371094
	Iteration 2Q: 3 clusters Score -5555622 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5556015.500000 Penalty: 5091.371094
	Iteration 3Q: 3 clusters Score -5556016 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -5556348.500000 Penalty: 5091.371094
	Iteration 4Q: 3 clusters Score -5556348 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5556652.000000 Penalty: 5091.371094
	Iteration 5Q: 3 clusters Score -5556652 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -5557045.000000 Penalty: 5091.371094
	Iteration 6Q: 3 clusters Score -5557045 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -5557470.000000 Penalty: 5091.371094
	Iteration 7Q: 3 clusters Score -5557470 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -5558000.500000 Penalty: 5091.371094
	Iteration 8Q: 3 clusters Score -5558000 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -5558655.000000 Penalty: 5091.371094
	Iteration 9Q: 3 clusters Score -5558655 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5559444.500000 Penalty: 5091.371094
	Iteration 10Q: 3 clusters Score -5559444 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -5560308.500000 Penalty: 5091.371094
	Iteration 11Q: 3 clusters Score -5560308 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5561051.500000 Penalty: 5091.371094
	Iteration 12Q: 3 clusters Score -5561052 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5561602.500000 Penalty: 5091.371094
	Iteration 13Q: 3 clusters Score -5561602 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5561938.000000 Penalty: 5091.371094
	Iteration 14Q: 3 clusters Score -5561938 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5562081.000000 Penalty: 5091.371094
	Iteration 15Q: 3 clusters Score -5562081 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -5562181.500000 Penalty: 5091.371094
	Iteration 16Q: 3 clusters Score -5562182 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -5562251.500000 Penalty: 5091.371094
	Iteration 17Q: 3 clusters Score -5562252 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5562288.500000 Penalty: 5091.371094
	Iteration 18Q: 3 clusters Score -5562288 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5562339.500000 Penalty: 5091.371094
	Iteration 19Q: 3 clusters Score -5562340 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5562358.000000 Penalty: 5091.371094
	Iteration 20F: 3 clusters Score -5562358 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5562378.500000 Penalty: 5091.371094
	Iteration 21Q: 3 clusters Score -5562378 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5562431.500000 Penalty: 5091.371094
	Iteration 22Q: 3 clusters Score -5562432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5562476.500000 Penalty: 5091.371094
	Iteration 23Q: 3 clusters Score -5562476 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5562484.000000 Penalty: 5091.371094
	Iteration 24Q: 3 clusters Score -5562484 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5562500.000000 Penalty: 5091.371094
	Iteration 25Q: 3 clusters Score -5562500 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5562491.000000 Penalty: 5091.371094
	Iteration 26Q: 3 clusters Score -5562491 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5562486.000000 Penalty: 5091.371094
	Iteration 27Q: 3 clusters Score -5562486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5562481.500000 Penalty: 5091.371094
	Iteration 28Q: 3 clusters Score -5562482 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -5562460.500000 Penalty: 5091.371094
	Iteration 29Q: 3 clusters Score -5562460 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5562449.500000 Penalty: 5091.371094
	Iteration 30Q: 3 clusters Score -5562450 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -5562433.500000 Penalty: 5091.371094
	Iteration 31Q: 3 clusters Score -5562434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5562435.000000 Penalty: 5091.371094
	Iteration 32Q: 3 clusters Score -5562435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -5562433.500000 Penalty: 5091.371094
	Iteration 33Q: 3 clusters Score -5562434 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -5562433.000000 Penalty: 5091.371094
	Iteration 34Q: 3 clusters Score -5562433 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5562477.000000 Penalty: 5091.371094
	Iteration 35Q: 3 clusters Score -5562477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5562431.500000 Penalty: 5091.371094
	Iteration 36Q: 3 clusters Score -5562432 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5562435.500000 Penalty: 5091.371094
	Iteration 37Q: 3 clusters Score -5562436 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -5562426.500000 Penalty: 5091.371094
	Iteration 38Q: 3 clusters Score -5562426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5562458.000000 Penalty: 5091.371094
	Iteration 39Q: 3 clusters Score -5562458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -5562469.500000 Penalty: 5091.371094
	Iteration 40F: 3 clusters Score -5562470 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5562478.500000 Penalty: 5091.371094
	Iteration 41Q: 3 clusters Score -5562478 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5562464.000000 Penalty: 5091.371094
	Iteration 42Q: 3 clusters Score -5562464 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5562507.000000 Penalty: 5091.371094
	Iteration 43Q: 3 clusters Score -5562507 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -5562516.000000 Penalty: 5091.371094
	Iteration 44Q: 3 clusters Score -5562516 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5562531.000000 Penalty: 5091.371094
	Iteration 45Q: 3 clusters Score -5562531 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5562543.500000 Penalty: 5091.371094
	Iteration 46Q: 3 clusters Score -5562544 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5562552.000000 Penalty: 5091.371094
	Iteration 47Q: 3 clusters Score -5562552 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5562585.500000 Penalty: 5091.371094
	Iteration 48Q: 3 clusters Score -5562586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -5562583.000000 Penalty: 5091.371094
	Iteration 49Q: 3 clusters Score -5562583 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5562624.000000 Penalty: 5091.371094
	Iteration 50Q: 3 clusters Score -5562624 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5562647.500000 Penalty: 5091.371094
	Iteration 51Q: 3 clusters Score -5562648 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5562640.500000 Penalty: 5091.371094
	Iteration 52Q: 3 clusters Score -5562640 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5562681.000000 Penalty: 5091.371094
	Iteration 53Q: 3 clusters Score -5562681 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5562668.000000 Penalty: 5091.371094
	Iteration 54Q: 3 clusters Score -5562668 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -5562705.500000 Penalty: 5091.371094
	Iteration 55Q: 3 clusters Score -5562706 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5562726.500000 Penalty: 5091.371094
	Iteration 56Q: 3 clusters Score -5562726 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5562777.000000 Penalty: 5091.371094
	Iteration 57Q: 3 clusters Score -5562777 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5562827.000000 Penalty: 5091.371094
	Iteration 58Q: 3 clusters Score -5562827 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5562855.500000 Penalty: 5091.371094
	Iteration 59Q: 3 clusters Score -5562856 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -5562910.000000 Penalty: 5091.371094
	Iteration 60F: 3 clusters Score -5562910 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -5562978.000000 Penalty: 5091.371094
	Iteration 61Q: 3 clusters Score -5562978 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5563011.000000 Penalty: 5091.371094
	Iteration 62Q: 3 clusters Score -5563011 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -5563018.000000 Penalty: 5091.371094
	Iteration 63Q: 3 clusters Score -5563018 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -5563078.000000 Penalty: 5091.371094
	Iteration 64Q: 3 clusters Score -5563078 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -5563124.500000 Penalty: 5091.371094
	Iteration 65Q: 3 clusters Score -5563124 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5563177.000000 Penalty: 5091.371094
	Iteration 66Q: 3 clusters Score -5563177 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5563197.500000 Penalty: 5091.371094
	Iteration 67Q: 3 clusters Score -5563198 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -5563237.000000 Penalty: 5091.371094
	Iteration 68Q: 3 clusters Score -5563237 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5563265.000000 Penalty: 5091.371094
	Iteration 69Q: 3 clusters Score -5563265 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5563272.500000 Penalty: 5091.371094
	Iteration 70Q: 3 clusters Score -5563272 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -5563384.000000 Penalty: 5091.371094
	Iteration 71Q: 3 clusters Score -5563384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -5563471.500000 Penalty: 5091.371094
	Iteration 72Q: 3 clusters Score -5563472 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5563582.000000 Penalty: 5091.371094
	Iteration 73Q: 3 clusters Score -5563582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -5563711.000000 Penalty: 5091.371094
	Iteration 74Q: 3 clusters Score -5563711 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -5563833.500000 Penalty: 5091.371094
	Iteration 75Q: 3 clusters Score -5563834 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -5563940.500000 Penalty: 5091.371094
	Iteration 76Q: 3 clusters Score -5563940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5564031.000000 Penalty: 5091.371094
	Iteration 77Q: 3 clusters Score -5564031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -5564061.000000 Penalty: 5091.371094
	Iteration 78Q: 3 clusters Score -5564061 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5564137.500000 Penalty: 5091.371094
	Iteration 79Q: 3 clusters Score -5564138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5564186.000000 Penalty: 5091.371094
	Iteration 80F: 3 clusters Score -5564186 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5564228.500000 Penalty: 5091.371094
	Iteration 81Q: 3 clusters Score -5564228 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5564306.000000 Penalty: 5091.371094
	Iteration 82Q: 3 clusters Score -5564306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5564384.500000 Penalty: 5091.371094
	Iteration 83Q: 3 clusters Score -5564384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5564405.500000 Penalty: 5091.371094
	Iteration 84Q: 3 clusters Score -5564406 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5564445.500000 Penalty: 5091.371094
	Iteration 85Q: 3 clusters Score -5564446 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5564454.500000 Penalty: 5091.371094
	Iteration 86Q: 3 clusters Score -5564454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -5564472.500000 Penalty: 5091.371094
	Iteration 87Q: 3 clusters Score -5564472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5564486.000000 Penalty: 5091.371094
	Iteration 88Q: 3 clusters Score -5564486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5564500.500000 Penalty: 5091.371094
	Iteration 89Q: 3 clusters Score -5564500 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5564531.500000 Penalty: 5091.371094
	Iteration 90Q: 3 clusters Score -5564532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5564558.000000 Penalty: 5091.371094
	Iteration 91Q: 3 clusters Score -5564558 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5564560.000000 Penalty: 5091.371094
	Iteration 92Q: 3 clusters Score -5564560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5564578.500000 Penalty: 5091.371094
	Iteration 93Q: 3 clusters Score -5564578 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5564607.000000 Penalty: 5091.371094
	Iteration 94Q: 3 clusters Score -5564607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5564632.500000 Penalty: 5091.371094
	Iteration 95Q: 3 clusters Score -5564632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5564654.500000 Penalty: 5091.371094
	Iteration 96Q: 3 clusters Score -5564654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5564671.000000 Penalty: 5091.371094
	Iteration 97Q: 3 clusters Score -5564671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5564677.000000 Penalty: 5091.371094
	Iteration 98Q: 3 clusters Score -5564677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5564693.000000 Penalty: 5091.371094
	Iteration 99Q: 3 clusters Score -5564693 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5564697.500000 Penalty: 5091.371094
	Iteration 100F: 3 clusters Score -5564698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5564704.500000 Penalty: 5091.371094
	Iteration 101Q: 3 clusters Score -5564704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5564713.500000 Penalty: 5091.371094
	Iteration 102Q: 3 clusters Score -5564714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5564715.500000 Penalty: 5091.371094
	Iteration 103Q: 3 clusters Score -5564716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5564713.500000 Penalty: 5091.371094
	Iteration 104Q: 3 clusters Score -5564714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5564738.000000 Penalty: 5091.371094
	Iteration 105Q: 3 clusters Score -5564738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5564748.500000 Penalty: 5091.371094
	Iteration 106Q: 3 clusters Score -5564748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5564735.000000 Penalty: 5091.371094
	Iteration 107Q: 3 clusters Score -5564735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5564731.500000 Penalty: 5091.371094
	Iteration 108Q: 3 clusters Score -5564732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5564731.500000 Penalty: 5091.371094
	Iteration 109Q: 3 clusters Score -5564732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5564731.000000 Penalty: 5091.371094
	Iteration 110Q: 3 clusters Score -5564731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5564738.000000 Penalty: 5091.371094
	Iteration 111Q: 3 clusters Score -5564738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5564740.500000 Penalty: 5091.371094
	Iteration 112Q: 3 clusters Score -5564740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5564729.500000 Penalty: 5091.371094
	Iteration 113Q: 3 clusters Score -5564730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5564725.500000 Penalty: 5091.371094
	Iteration 114Q: 3 clusters Score -5564726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5564720.000000 Penalty: 5091.371094
	Iteration 115Q: 3 clusters Score -5564720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5564737.000000 Penalty: 5091.371094
	Iteration 116Q: 3 clusters Score -5564737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5564727.000000 Penalty: 5091.371094
	Iteration 117Q: 3 clusters Score -5564727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5564737.500000 Penalty: 5091.371094
	Iteration 118Q: 3 clusters Score -5564738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5564730.000000 Penalty: 5091.371094
	Iteration 119Q: 3 clusters Score -5564730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5564732.000000 Penalty: 5091.371094
	Iteration 120F: 3 clusters Score -5564732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5564735.500000 Penalty: 5091.371094
	Iteration 121Q: 3 clusters Score -5564736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5564729.500000 Penalty: 5091.371094
	Iteration 122Q: 3 clusters Score -5564730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5564735.000000 Penalty: 5091.371094
	Iteration 123Q: 3 clusters Score -5564735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5564735.000000 Penalty: 5091.371094
	Iteration 124F: 3 clusters Score -5564735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Entering Unmasked Estep 
Score: -5141770.500000 Penalty: 2512.344971
	Iteration 0F: 2 clusters Score -5141770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5126297.000000 Penalty: 5024.689941
	Iteration 0F: 3 clusters Score -5126297 nChanged 11198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5132189.000000 Penalty: 5024.689941
	Iteration 1F: 3 clusters Score -5132189 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5132598.000000 Penalty: 5024.689941
	Iteration 2F: 3 clusters Score -5132598 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -5132969.500000 Penalty: 5024.689941
	Iteration 3F: 3 clusters Score -5132970 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -5133219.500000 Penalty: 5024.689941
	Iteration 4F: 3 clusters Score -5133220 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -5133491.000000 Penalty: 5024.689941
	Iteration 5Q: 3 clusters Score -5133491 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5133856.000000 Penalty: 5024.689941
	Iteration 6Q: 3 clusters Score -5133856 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5134360.500000 Penalty: 5024.689941
	Iteration 7Q: 3 clusters Score -5134360 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5135202.000000 Penalty: 5024.689941
	Iteration 8Q: 3 clusters Score -5135202 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5136326.000000 Penalty: 5024.689941
	Iteration 9F: 3 clusters Score -5136326 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -5137708.500000 Penalty: 5024.689941
	Iteration 10F: 3 clusters Score -5137708 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -5138830.500000 Penalty: 5024.689941
	Iteration 11F: 3 clusters Score -5138830 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -5139508.000000 Penalty: 5024.689941
	Iteration 12Q: 3 clusters Score -5139508 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -5139860.500000 Penalty: 5024.689941
	Iteration 13Q: 3 clusters Score -5139860 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -5140154.000000 Penalty: 5024.689941
	Iteration 14Q: 3 clusters Score -5140154 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -5140375.000000 Penalty: 5024.689941
	Iteration 15Q: 3 clusters Score -5140375 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5140507.500000 Penalty: 5024.689941
	Iteration 16Q: 3 clusters Score -5140508 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -5140559.500000 Penalty: 5024.689941
	Iteration 17Q: 3 clusters Score -5140560 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5140611.000000 Penalty: 5024.689941
	Iteration 18Q: 3 clusters Score -5140611 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5140598.000000 Penalty: 5024.689941
	Iteration 19Q: 3 clusters Score -5140598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5140529.000000 Penalty: 5024.689941
	Iteration 20F: 3 clusters Score -5140529 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5140492.000000 Penalty: 5024.689941
	Iteration 21Q: 3 clusters Score -5140492 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -5140395.500000 Penalty: 5024.689941
	Iteration 22Q: 3 clusters Score -5140396 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -5140335.500000 Penalty: 5024.689941
	Iteration 23Q: 3 clusters Score -5140336 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5140132.500000 Penalty: 5024.689941
	Iteration 24Q: 3 clusters Score -5140132 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5140076.000000 Penalty: 5024.689941
	Iteration 25Q: 3 clusters Score -5140076 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5139948.000000 Penalty: 5024.689941
	Iteration 26Q: 3 clusters Score -5139948 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5139821.500000 Penalty: 5024.689941
	Iteration 27Q: 3 clusters Score -5139822 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5139722.500000 Penalty: 5024.689941
	Iteration 28Q: 3 clusters Score -5139722 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -5139591.000000 Penalty: 5024.689941
	Iteration 29Q: 3 clusters Score -5139591 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5139479.500000 Penalty: 5024.689941
	Iteration 30Q: 3 clusters Score -5139480 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5139374.500000 Penalty: 5024.689941
	Iteration 31Q: 3 clusters Score -5139374 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5139298.000000 Penalty: 5024.689941
	Iteration 32Q: 3 clusters Score -5139298 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5139253.000000 Penalty: 5024.689941
	Iteration 33Q: 3 clusters Score -5139253 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -5139173.000000 Penalty: 5024.689941
	Iteration 34Q: 3 clusters Score -5139173 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5139108.500000 Penalty: 5024.689941
	Iteration 35Q: 3 clusters Score -5139108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5139068.000000 Penalty: 5024.689941
	Iteration 36Q: 3 clusters Score -5139068 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -5139060.000000 Penalty: 5024.689941
	Iteration 37Q: 3 clusters Score -5139060 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -5139049.000000 Penalty: 5024.689941
	Iteration 38Q: 3 clusters Score -5139049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5139045.000000 Penalty: 5024.689941
	Iteration 39Q: 3 clusters Score -5139045 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -5139111.000000 Penalty: 5024.689941
	Iteration 40F: 3 clusters Score -5139111 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5139093.000000 Penalty: 5024.689941
	Iteration 41Q: 3 clusters Score -5139093 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5139037.500000 Penalty: 5024.689941
	Iteration 42Q: 3 clusters Score -5139038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -5138993.500000 Penalty: 5024.689941
	Iteration 43Q: 3 clusters Score -5138994 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5138979.000000 Penalty: 5024.689941
	Iteration 44Q: 3 clusters Score -5138979 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -5138923.500000 Penalty: 5024.689941
	Iteration 45Q: 3 clusters Score -5138924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5138921.500000 Penalty: 5024.689941
	Iteration 46Q: 3 clusters Score -5138922 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5138884.500000 Penalty: 5024.689941
	Iteration 47Q: 3 clusters Score -5138884 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -5138858.500000 Penalty: 5024.689941
	Iteration 48Q: 3 clusters Score -5138858 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5138812.500000 Penalty: 5024.689941
	Iteration 49Q: 3 clusters Score -5138812 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5138816.500000 Penalty: 5024.689941
	Iteration 50Q: 3 clusters Score -5138816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -5138786.000000 Penalty: 5024.689941
	Iteration 51Q: 3 clusters Score -5138786 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -5138734.000000 Penalty: 5024.689941
	Iteration 52Q: 3 clusters Score -5138734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5138688.000000 Penalty: 5024.689941
	Iteration 53Q: 3 clusters Score -5138688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -5138685.000000 Penalty: 5024.689941
	Iteration 54Q: 3 clusters Score -5138685 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5138666.000000 Penalty: 5024.689941
	Iteration 55Q: 3 clusters Score -5138666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5138649.000000 Penalty: 5024.689941
	Iteration 56Q: 3 clusters Score -5138649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5138618.500000 Penalty: 5024.689941
	Iteration 57Q: 3 clusters Score -5138618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -5138663.500000 Penalty: 5024.689941
	Iteration 58Q: 3 clusters Score -5138664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5138663.500000 Penalty: 5024.689941
	Iteration 59Q: 3 clusters Score -5138664 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -5138664.500000 Penalty: 5024.689941
	Iteration 60F: 3 clusters Score -5138664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -5138679.000000 Penalty: 5024.689941
	Iteration 61Q: 3 clusters Score -5138679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -5138705.500000 Penalty: 5024.689941
	Iteration 62Q: 3 clusters Score -5138706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5138733.500000 Penalty: 5024.689941
	Iteration 63Q: 3 clusters Score -5138734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -5138750.000000 Penalty: 5024.689941
	Iteration 64Q: 3 clusters Score -5138750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -5138776.500000 Penalty: 5024.689941
	Iteration 65Q: 3 clusters Score -5138776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -5138801.500000 Penalty: 5024.689941
	Iteration 66Q: 3 clusters Score -5138802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5138832.000000 Penalty: 5024.689941
	Iteration 67Q: 3 clusters Score -5138832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5138861.500000 Penalty: 5024.689941
	Iteration 68Q: 3 clusters Score -5138862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -5138874.500000 Penalty: 5024.689941
	Iteration 69Q: 3 clusters Score -5138874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5138903.500000 Penalty: 5024.689941
	Iteration 70Q: 3 clusters Score -5138904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -5138895.000000 Penalty: 5024.689941
	Iteration 71Q: 3 clusters Score -5138895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5138913.500000 Penalty: 5024.689941
	Iteration 72Q: 3 clusters Score -5138914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -5138923.000000 Penalty: 5024.689941
	Iteration 73Q: 3 clusters Score -5138923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5138943.500000 Penalty: 5024.689941
	Iteration 74Q: 3 clusters Score -5138944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5138968.000000 Penalty: 5024.689941
	Iteration 75Q: 3 clusters Score -5138968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5138982.500000 Penalty: 5024.689941
	Iteration 76Q: 3 clusters Score -5138982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5138974.000000 Penalty: 5024.689941
	Iteration 77Q: 3 clusters Score -5138974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5138991.500000 Penalty: 5024.689941
	Iteration 78Q: 3 clusters Score -5138992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5139039.500000 Penalty: 5024.689941
	Iteration 79Q: 3 clusters Score -5139040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5139077.500000 Penalty: 5024.689941
	Iteration 80F: 3 clusters Score -5139078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5139091.000000 Penalty: 5024.689941
	Iteration 81Q: 3 clusters Score -5139091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5139094.000000 Penalty: 5024.689941
	Iteration 82Q: 3 clusters Score -5139094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5139103.500000 Penalty: 5024.689941
	Iteration 83Q: 3 clusters Score -5139104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5139138.500000 Penalty: 5024.689941
	Iteration 84Q: 3 clusters Score -5139138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5139159.000000 Penalty: 5024.689941
	Iteration 85Q: 3 clusters Score -5139159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5139172.000000 Penalty: 5024.689941
	Iteration 86Q: 3 clusters Score -5139172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5139195.000000 Penalty: 5024.689941
	Iteration 87Q: 3 clusters Score -5139195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5139214.500000 Penalty: 5024.689941
	Iteration 88Q: 3 clusters Score -5139214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5139241.000000 Penalty: 5024.689941
	Iteration 89Q: 3 clusters Score -5139241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -5139239.000000 Penalty: 5024.689941
	Iteration 90Q: 3 clusters Score -5139239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5139236.500000 Penalty: 5024.689941
	Iteration 91Q: 3 clusters Score -5139236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -5139239.000000 Penalty: 5024.689941
	Iteration 92Q: 3 clusters Score -5139239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -5139254.500000 Penalty: 5024.689941
	Iteration 93Q: 3 clusters Score -5139254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -5139258.500000 Penalty: 5024.689941
	Iteration 94Q: 3 clusters Score -5139258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5139264.000000 Penalty: 5024.689941
	Iteration 95Q: 3 clusters Score -5139264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5139264.000000 Penalty: 5024.689941
	Iteration 96Q: 3 clusters Score -5139264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5139268.000000 Penalty: 5024.689941
	Iteration 97Q: 3 clusters Score -5139268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5139279.000000 Penalty: 5024.689941
	Iteration 98Q: 3 clusters Score -5139279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5139284.000000 Penalty: 5024.689941
	Iteration 99Q: 3 clusters Score -5139284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5139284.000000 Penalty: 5024.689941
	Iteration 100F: 3 clusters Score -5139284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -5139282.000000 Penalty: 5024.689941
	Iteration 101Q: 3 clusters Score -5139282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5139286.500000 Penalty: 5024.689941
	Iteration 102Q: 3 clusters Score -5139286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5139293.500000 Penalty: 5024.689941
	Iteration 103Q: 3 clusters Score -5139294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5139293.500000 Penalty: 5024.689941
	Iteration 104F: 3 clusters Score -5139294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20812.888672 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20812.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20928.513672 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20928.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20977.564453 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -20977.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20984.658203 Penalty: 2526.500000
	Iteration 3Q: 3 clusters Score -20984.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20994.921875 Penalty: 2526.500000
	Iteration 4Q: 3 clusters Score -20994.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20997.613281 Penalty: 2526.500000
	Iteration 5Q: 3 clusters Score -20997.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20997.613281 Penalty: 2526.500000
	Iteration 6F: 3 clusters Score -20997.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Entering Unmasked Estep 
Score: -4924603.500000 Penalty: 2501.868896
	Iteration 0F: 2 clusters Score -4924604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -4909996.000000 Penalty: 5003.737793
	Iteration 0F: 3 clusters Score -4909996 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -4915546.500000 Penalty: 5003.737793
	Iteration 1F: 3 clusters Score -4915546 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4916036.500000 Penalty: 5003.737793
	Iteration 2F: 3 clusters Score -4916036 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4916527.500000 Penalty: 5003.737793
	Iteration 3Q: 3 clusters Score -4916528 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -4917052.000000 Penalty: 5003.737793
	Iteration 4Q: 3 clusters Score -4917052 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -4917636.000000 Penalty: 5003.737793
	Iteration 5Q: 3 clusters Score -4917636 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -4918321.000000 Penalty: 5003.737793
	Iteration 6F: 3 clusters Score -4918321 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4919104.000000 Penalty: 5003.737793
	Iteration 7F: 3 clusters Score -4919104 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4919873.000000 Penalty: 5003.737793
	Iteration 8F: 3 clusters Score -4919873 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4920619.500000 Penalty: 5003.737793
	Iteration 9F: 3 clusters Score -4920620 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4921349.000000 Penalty: 5003.737793
	Iteration 10F: 3 clusters Score -4921349 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4922095.000000 Penalty: 5003.737793
	Iteration 11Q: 3 clusters Score -4922095 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -4922769.000000 Penalty: 5003.737793
	Iteration 12Q: 3 clusters Score -4922769 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -4923154.500000 Penalty: 5003.737793
	Iteration 13Q: 3 clusters Score -4923154 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -4923388.000000 Penalty: 5003.737793
	Iteration 14Q: 3 clusters Score -4923388 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4923508.500000 Penalty: 5003.737793
	Iteration 15Q: 3 clusters Score -4923508 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -4923581.500000 Penalty: 5003.737793
	Iteration 16Q: 3 clusters Score -4923582 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4923600.000000 Penalty: 5003.737793
	Iteration 17Q: 3 clusters Score -4923600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4923636.000000 Penalty: 5003.737793
	Iteration 18Q: 3 clusters Score -4923636 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -4923641.500000 Penalty: 5003.737793
	Iteration 19Q: 3 clusters Score -4923642 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -4923631.000000 Penalty: 5003.737793
	Iteration 20F: 3 clusters Score -4923631 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4923623.000000 Penalty: 5003.737793
	Iteration 21Q: 3 clusters Score -4923623 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4923625.000000 Penalty: 5003.737793
	Iteration 22Q: 3 clusters Score -4923625 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -4923614.500000 Penalty: 5003.737793
	Iteration 23Q: 3 clusters Score -4923614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4923621.000000 Penalty: 5003.737793
	Iteration 24Q: 3 clusters Score -4923621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4923619.500000 Penalty: 5003.737793
	Iteration 25Q: 3 clusters Score -4923620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -4923600.500000 Penalty: 5003.737793
	Iteration 26Q: 3 clusters Score -4923600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4923609.000000 Penalty: 5003.737793
	Iteration 27Q: 3 clusters Score -4923609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4923605.500000 Penalty: 5003.737793
	Iteration 28Q: 3 clusters Score -4923606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4923603.500000 Penalty: 5003.737793
	Iteration 29Q: 3 clusters Score -4923604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4923601.500000 Penalty: 5003.737793
	Iteration 30Q: 3 clusters Score -4923602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4923578.500000 Penalty: 5003.737793
	Iteration 31Q: 3 clusters Score -4923578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4923576.000000 Penalty: 5003.737793
	Iteration 32Q: 3 clusters Score -4923576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -4923568.500000 Penalty: 5003.737793
	Iteration 33Q: 3 clusters Score -4923568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -4923554.500000 Penalty: 5003.737793
	Iteration 34Q: 3 clusters Score -4923554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4923557.000000 Penalty: 5003.737793
	Iteration 35Q: 3 clusters Score -4923557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -4923555.500000 Penalty: 5003.737793
	Iteration 36Q: 3 clusters Score -4923556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -4923547.000000 Penalty: 5003.737793
	Iteration 37Q: 3 clusters Score -4923547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4923537.000000 Penalty: 5003.737793
	Iteration 38Q: 3 clusters Score -4923537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4923535.000000 Penalty: 5003.737793
	Iteration 39Q: 3 clusters Score -4923535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4923545.500000 Penalty: 5003.737793
	Iteration 40F: 3 clusters Score -4923546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4923536.000000 Penalty: 5003.737793
	Iteration 41Q: 3 clusters Score -4923536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4923526.500000 Penalty: 5003.737793
	Iteration 42Q: 3 clusters Score -4923526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4923534.000000 Penalty: 5003.737793
	Iteration 43Q: 3 clusters Score -4923534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4923525.000000 Penalty: 5003.737793
	Iteration 44Q: 3 clusters Score -4923525 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4923523.500000 Penalty: 5003.737793
	Iteration 45Q: 3 clusters Score -4923524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4923519.500000 Penalty: 5003.737793
	Iteration 46Q: 3 clusters Score -4923520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4923514.000000 Penalty: 5003.737793
	Iteration 47Q: 3 clusters Score -4923514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4923505.000000 Penalty: 5003.737793
	Iteration 48Q: 3 clusters Score -4923505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4923507.000000 Penalty: 5003.737793
	Iteration 49Q: 3 clusters Score -4923507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4923502.500000 Penalty: 5003.737793
	Iteration 50Q: 3 clusters Score -4923502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4923506.000000 Penalty: 5003.737793
	Iteration 51Q: 3 clusters Score -4923506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4923500.000000 Penalty: 5003.737793
	Iteration 52Q: 3 clusters Score -4923500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -4923504.500000 Penalty: 5003.737793
	Iteration 53Q: 3 clusters Score -4923504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4923493.000000 Penalty: 5003.737793
	Iteration 54Q: 3 clusters Score -4923493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4923499.500000 Penalty: 5003.737793
	Iteration 55Q: 3 clusters Score -4923500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4923503.000000 Penalty: 5003.737793
	Iteration 56Q: 3 clusters Score -4923503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4923503.000000 Penalty: 5003.737793
	Iteration 57F: 3 clusters Score -4923503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Entering Unmasked Estep 
Score: -5549468.500000 Penalty: 2548.861572
	Iteration 0F: 2 clusters Score -5549468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5530560.000000 Penalty: 5097.723145
	Iteration 0F: 3 clusters Score -5530560 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -5537635.500000 Penalty: 5097.723145
	Iteration 1F: 3 clusters Score -5537636 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -5538152.000000 Penalty: 5097.723145
	Iteration 2F: 3 clusters Score -5538152 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -5538656.000000 Penalty: 5097.723145
	Iteration 3Q: 3 clusters Score -5538656 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5539145.500000 Penalty: 5097.723145
	Iteration 4Q: 3 clusters Score -5539146 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -5539627.000000 Penalty: 5097.723145
	Iteration 5Q: 3 clusters Score -5539627 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5540121.000000 Penalty: 5097.723145
	Iteration 6Q: 3 clusters Score -5540121 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5540677.000000 Penalty: 5097.723145
	Iteration 7Q: 3 clusters Score -5540677 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5541320.000000 Penalty: 5097.723145
	Iteration 8Q: 3 clusters Score -5541320 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5541971.000000 Penalty: 5097.723145
	Iteration 9Q: 3 clusters Score -5541971 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5542724.500000 Penalty: 5097.723145
	Iteration 10Q: 3 clusters Score -5542724 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -5543422.500000 Penalty: 5097.723145
	Iteration 11Q: 3 clusters Score -5543422 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -5544013.500000 Penalty: 5097.723145
	Iteration 12Q: 3 clusters Score -5544014 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -5544339.500000 Penalty: 5097.723145
	Iteration 13Q: 3 clusters Score -5544340 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -5544536.500000 Penalty: 5097.723145
	Iteration 14Q: 3 clusters Score -5544536 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -5544629.000000 Penalty: 5097.723145
	Iteration 15Q: 3 clusters Score -5544629 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -5544687.000000 Penalty: 5097.723145
	Iteration 16Q: 3 clusters Score -5544687 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -5544775.000000 Penalty: 5097.723145
	Iteration 17Q: 3 clusters Score -5544775 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5544832.000000 Penalty: 5097.723145
	Iteration 18Q: 3 clusters Score -5544832 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -5544900.000000 Penalty: 5097.723145
	Iteration 19Q: 3 clusters Score -5544900 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -5544949.000000 Penalty: 5097.723145
	Iteration 20F: 3 clusters Score -5544949 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -5544991.500000 Penalty: 5097.723145
	Iteration 21Q: 3 clusters Score -5544992 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -5545042.500000 Penalty: 5097.723145
	Iteration 22Q: 3 clusters Score -5545042 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -5545109.500000 Penalty: 5097.723145
	Iteration 23Q: 3 clusters Score -5545110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -5545188.500000 Penalty: 5097.723145
	Iteration 24Q: 3 clusters Score -5545188 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5545329.500000 Penalty: 5097.723145
	Iteration 25Q: 3 clusters Score -5545330 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5545480.500000 Penalty: 5097.723145
	Iteration 26Q: 3 clusters Score -5545480 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -5545649.500000 Penalty: 5097.723145
	Iteration 27Q: 3 clusters Score -5545650 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5545827.500000 Penalty: 5097.723145
	Iteration 28Q: 3 clusters Score -5545828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5545972.000000 Penalty: 5097.723145
	Iteration 29Q: 3 clusters Score -5545972 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5546107.000000 Penalty: 5097.723145
	Iteration 30Q: 3 clusters Score -5546107 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -5546243.000000 Penalty: 5097.723145
	Iteration 31Q: 3 clusters Score -5546243 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5546347.500000 Penalty: 5097.723145
	Iteration 32Q: 3 clusters Score -5546348 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -5546448.000000 Penalty: 5097.723145
	Iteration 33Q: 3 clusters Score -5546448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5546547.000000 Penalty: 5097.723145
	Iteration 34Q: 3 clusters Score -5546547 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5546638.000000 Penalty: 5097.723145
	Iteration 35Q: 3 clusters Score -5546638 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5546732.000000 Penalty: 5097.723145
	Iteration 36Q: 3 clusters Score -5546732 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5546812.000000 Penalty: 5097.723145
	Iteration 37Q: 3 clusters Score -5546812 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5546878.500000 Penalty: 5097.723145
	Iteration 38Q: 3 clusters Score -5546878 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -5546909.000000 Penalty: 5097.723145
	Iteration 39Q: 3 clusters Score -5546909 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5546994.500000 Penalty: 5097.723145
	Iteration 40F: 3 clusters Score -5546994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5547007.500000 Penalty: 5097.723145
	Iteration 41Q: 3 clusters Score -5547008 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5547032.000000 Penalty: 5097.723145
	Iteration 42Q: 3 clusters Score -5547032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5547085.000000 Penalty: 5097.723145
	Iteration 43Q: 3 clusters Score -5547085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5547132.000000 Penalty: 5097.723145
	Iteration 44Q: 3 clusters Score -5547132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5547168.000000 Penalty: 5097.723145
	Iteration 45Q: 3 clusters Score -5547168 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5547201.000000 Penalty: 5097.723145
	Iteration 46Q: 3 clusters Score -5547201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5547223.000000 Penalty: 5097.723145
	Iteration 47Q: 3 clusters Score -5547223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5547237.500000 Penalty: 5097.723145
	Iteration 48Q: 3 clusters Score -5547238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5547263.000000 Penalty: 5097.723145
	Iteration 49Q: 3 clusters Score -5547263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5547294.500000 Penalty: 5097.723145
	Iteration 50Q: 3 clusters Score -5547294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5547298.500000 Penalty: 5097.723145
	Iteration 51Q: 3 clusters Score -5547298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5547299.000000 Penalty: 5097.723145
	Iteration 52Q: 3 clusters Score -5547299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5547307.500000 Penalty: 5097.723145
	Iteration 53Q: 3 clusters Score -5547308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5547319.000000 Penalty: 5097.723145
	Iteration 54Q: 3 clusters Score -5547319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5547331.500000 Penalty: 5097.723145
	Iteration 55Q: 3 clusters Score -5547332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5547338.000000 Penalty: 5097.723145
	Iteration 56Q: 3 clusters Score -5547338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5547343.500000 Penalty: 5097.723145
	Iteration 57Q: 3 clusters Score -5547344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5547358.500000 Penalty: 5097.723145
	Iteration 58Q: 3 clusters Score -5547358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5547356.500000 Penalty: 5097.723145
	Iteration 59Q: 3 clusters Score -5547356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5547364.500000 Penalty: 5097.723145
	Iteration 60F: 3 clusters Score -5547364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5547371.000000 Penalty: 5097.723145
	Iteration 61Q: 3 clusters Score -5547371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5547366.000000 Penalty: 5097.723145
	Iteration 62Q: 3 clusters Score -5547366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5547370.000000 Penalty: 5097.723145
	Iteration 63Q: 3 clusters Score -5547370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5547375.500000 Penalty: 5097.723145
	Iteration 64Q: 3 clusters Score -5547376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5547382.000000 Penalty: 5097.723145
	Iteration 65Q: 3 clusters Score -5547382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5547374.500000 Penalty: 5097.723145
	Iteration 66Q: 3 clusters Score -5547374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5547374.500000 Penalty: 5097.723145
	Iteration 67F: 3 clusters Score -5547374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (30421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Entering Unmasked Estep 
Score: -5868771.000000 Penalty: 2560.076416
	Iteration 0F: 2 clusters Score -5868771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -5849354.500000 Penalty: 5120.152832
	Iteration 0F: 3 clusters Score -5849354 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5856905.500000 Penalty: 5120.152832
	Iteration 1F: 3 clusters Score -5856906 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -5857290.000000 Penalty: 5120.152832
	Iteration 2Q: 3 clusters Score -5857290 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -5857606.000000 Penalty: 5120.152832
	Iteration 3Q: 3 clusters Score -5857606 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5857902.000000 Penalty: 5120.152832
	Iteration 4Q: 3 clusters Score -5857902 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -5858166.500000 Penalty: 5120.152832
	Iteration 5Q: 3 clusters Score -5858166 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -5858486.500000 Penalty: 5120.152832
	Iteration 6Q: 3 clusters Score -5858486 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5858920.500000 Penalty: 5120.152832
	Iteration 7Q: 3 clusters Score -5858920 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -5859513.500000 Penalty: 5120.152832
	Iteration 8Q: 3 clusters Score -5859514 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5860304.000000 Penalty: 5120.152832
	Iteration 9Q: 3 clusters Score -5860304 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5861368.000000 Penalty: 5120.152832
	Iteration 10F: 3 clusters Score -5861368 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -5862758.500000 Penalty: 5120.152832
	Iteration 11F: 3 clusters Score -5862758 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -5864045.500000 Penalty: 5120.152832
	Iteration 12Q: 3 clusters Score -5864046 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -5864939.000000 Penalty: 5120.152832
	Iteration 13Q: 3 clusters Score -5864939 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5865575.500000 Penalty: 5120.152832
	Iteration 14Q: 3 clusters Score -5865576 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5865923.500000 Penalty: 5120.152832
	Iteration 15Q: 3 clusters Score -5865924 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5866176.500000 Penalty: 5120.152832
	Iteration 16Q: 3 clusters Score -5866176 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5866321.000000 Penalty: 5120.152832
	Iteration 17Q: 3 clusters Score -5866321 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5866392.000000 Penalty: 5120.152832
	Iteration 18Q: 3 clusters Score -5866392 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5866482.000000 Penalty: 5120.152832
	Iteration 19Q: 3 clusters Score -5866482 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5866503.500000 Penalty: 5120.152832
	Iteration 20F: 3 clusters Score -5866504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5866528.500000 Penalty: 5120.152832
	Iteration 21Q: 3 clusters Score -5866528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5866556.500000 Penalty: 5120.152832
	Iteration 22Q: 3 clusters Score -5866556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5866584.500000 Penalty: 5120.152832
	Iteration 23Q: 3 clusters Score -5866584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5866584.500000 Penalty: 5120.152832
	Iteration 24Q: 3 clusters Score -5866584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5866577.500000 Penalty: 5120.152832
	Iteration 25Q: 3 clusters Score -5866578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5866597.500000 Penalty: 5120.152832
	Iteration 26Q: 3 clusters Score -5866598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5866600.500000 Penalty: 5120.152832
	Iteration 27Q: 3 clusters Score -5866600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5866601.500000 Penalty: 5120.152832
	Iteration 28Q: 3 clusters Score -5866602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5866606.000000 Penalty: 5120.152832
	Iteration 29Q: 3 clusters Score -5866606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5866599.500000 Penalty: 5120.152832
	Iteration 30Q: 3 clusters Score -5866600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5866597.500000 Penalty: 5120.152832
	Iteration 31Q: 3 clusters Score -5866598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5866604.000000 Penalty: 5120.152832
	Iteration 32Q: 3 clusters Score -5866604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5866605.500000 Penalty: 5120.152832
	Iteration 33Q: 3 clusters Score -5866606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5866608.000000 Penalty: 5120.152832
	Iteration 34Q: 3 clusters Score -5866608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5866610.000000 Penalty: 5120.152832
	Iteration 35Q: 3 clusters Score -5866610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5866616.000000 Penalty: 5120.152832
	Iteration 36Q: 3 clusters Score -5866616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5866617.000000 Penalty: 5120.152832
	Iteration 37Q: 3 clusters Score -5866617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5866621.500000 Penalty: 5120.152832
	Iteration 38Q: 3 clusters Score -5866622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5866617.500000 Penalty: 5120.152832
	Iteration 39Q: 3 clusters Score -5866618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5866617.500000 Penalty: 5120.152832
	Iteration 40F: 3 clusters Score -5866618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (20711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Entering Unmasked Estep 
Score: -4278470.000000 Penalty: 2464.728271
	Iteration 0F: 2 clusters Score -4278470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -4265779.000000 Penalty: 4929.456543
	Iteration 0F: 3 clusters Score -4265779 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4270610.000000 Penalty: 4929.456543
	Iteration 1F: 3 clusters Score -4270610 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -4270942.500000 Penalty: 4929.456543
	Iteration 2F: 3 clusters Score -4270942 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -4271258.500000 Penalty: 4929.456543
	Iteration 3Q: 3 clusters Score -4271258 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -4271488.000000 Penalty: 4929.456543
	Iteration 4Q: 3 clusters Score -4271488 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -4271715.500000 Penalty: 4929.456543
	Iteration 5Q: 3 clusters Score -4271716 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4271893.500000 Penalty: 4929.456543
	Iteration 6Q: 3 clusters Score -4271894 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4272017.000000 Penalty: 4929.456543
	Iteration 7Q: 3 clusters Score -4272017 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4272153.000000 Penalty: 4929.456543
	Iteration 8Q: 3 clusters Score -4272153 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4272171.500000 Penalty: 4929.456543
	Iteration 9Q: 3 clusters Score -4272172 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4272238.500000 Penalty: 4929.456543
	Iteration 10Q: 3 clusters Score -4272238 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4272296.000000 Penalty: 4929.456543
	Iteration 11Q: 3 clusters Score -4272296 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -4272346.000000 Penalty: 4929.456543
	Iteration 12Q: 3 clusters Score -4272346 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4272420.000000 Penalty: 4929.456543
	Iteration 13Q: 3 clusters Score -4272420 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -4272512.000000 Penalty: 4929.456543
	Iteration 14Q: 3 clusters Score -4272512 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4272584.500000 Penalty: 4929.456543
	Iteration 15Q: 3 clusters Score -4272584 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4272778.500000 Penalty: 4929.456543
	Iteration 16Q: 3 clusters Score -4272778 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4272936.500000 Penalty: 4929.456543
	Iteration 17Q: 3 clusters Score -4272936 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -4273235.500000 Penalty: 4929.456543
	Iteration 18Q: 3 clusters Score -4273236 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4273436.000000 Penalty: 4929.456543
	Iteration 19Q: 3 clusters Score -4273436 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4273694.500000 Penalty: 4929.456543
	Iteration 20F: 3 clusters Score -4273694 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4274103.000000 Penalty: 4929.456543
	Iteration 21Q: 3 clusters Score -4274103 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4274475.500000 Penalty: 4929.456543
	Iteration 22Q: 3 clusters Score -4274476 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4274836.000000 Penalty: 4929.456543
	Iteration 23Q: 3 clusters Score -4274836 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4275205.000000 Penalty: 4929.456543
	Iteration 24Q: 3 clusters Score -4275205 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4275490.000000 Penalty: 4929.456543
	Iteration 25Q: 3 clusters Score -4275490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -4275700.500000 Penalty: 4929.456543
	Iteration 26Q: 3 clusters Score -4275700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4275827.500000 Penalty: 4929.456543
	Iteration 27Q: 3 clusters Score -4275828 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4275944.500000 Penalty: 4929.456543
	Iteration 28Q: 3 clusters Score -4275944 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4276034.000000 Penalty: 4929.456543
	Iteration 29Q: 3 clusters Score -4276034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4276090.000000 Penalty: 4929.456543
	Iteration 30Q: 3 clusters Score -4276090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4276124.500000 Penalty: 4929.456543
	Iteration 31Q: 3 clusters Score -4276124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4276162.000000 Penalty: 4929.456543
	Iteration 32Q: 3 clusters Score -4276162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -4276177.500000 Penalty: 4929.456543
	Iteration 33Q: 3 clusters Score -4276178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4276189.500000 Penalty: 4929.456543
	Iteration 34Q: 3 clusters Score -4276190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -4276203.500000 Penalty: 4929.456543
	Iteration 35Q: 3 clusters Score -4276204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -4276219.500000 Penalty: 4929.456543
	Iteration 36Q: 3 clusters Score -4276220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4276220.000000 Penalty: 4929.456543
	Iteration 37Q: 3 clusters Score -4276220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4276224.000000 Penalty: 4929.456543
	Iteration 38Q: 3 clusters Score -4276224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -4276230.000000 Penalty: 4929.456543
	Iteration 39Q: 3 clusters Score -4276230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4276234.000000 Penalty: 4929.456543
	Iteration 40F: 3 clusters Score -4276234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4276238.000000 Penalty: 4929.456543
	Iteration 41Q: 3 clusters Score -4276238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4276241.000000 Penalty: 4929.456543
	Iteration 42Q: 3 clusters Score -4276241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -4276241.000000 Penalty: 4929.456543
	Iteration 43F: 3 clusters Score -4276241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 31120 members 
Mstep: Class 4 contains 24654 members 
Mstep: Class 5 contains 28714 members 
Mstep: Class 6 contains 4016 members 
Mstep: Class 7 contains 18458 members 
Mstep: Class 8 contains 25497 members 
Mstep: Class 9 contains 34407 members 
Mstep: Class 10 contains 8254 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30069 members 
Mstep: Class 13 contains 19630 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10522 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 29341 members 
Mstep: Class 20 contains 24870 members 
Mstep: Class 21 contains 42640 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28414 members 
Mstep: Class 24 contains 24432 members 
Mstep: Class 25 contains 32396 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32738 members 
Mstep: Class 28 contains 22139 members 
Mstep: Class 29 contains 31610 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28499 members 
Mstep: Class 33 contains 23648 members 
Mstep: Class 34 contains 24640 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26543 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20995 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28706 members 
Mstep: Class 41 contains 25095 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24057 members 
Mstep: Class 44 contains 29076 members 
Mstep: Class 45 contains 30421 members 
Mstep: Class 46 contains 20711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455392.000000 Penalty: 156710.000000
Iteration 399Q: 47 clusters Score -1.774554e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 31157 members 
Mstep: Class 4 contains 24644 members 
Mstep: Class 5 contains 28704 members 
Mstep: Class 6 contains 4014 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 25517 members 
Mstep: Class 9 contains 34410 members 
Mstep: Class 10 contains 8355 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30045 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 41967 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10515 members 
Mstep: Class 17 contains 1137 members 
Mstep: Class 18 contains 32869 members 
Mstep: Class 19 contains 29366 members 
Mstep: Class 20 contains 24872 members 
Mstep: Class 21 contains 42642 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28393 members 
Mstep: Class 24 contains 24412 members 
Mstep: Class 25 contains 32427 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32711 members 
Mstep: Class 28 contains 22143 members 
Mstep: Class 29 contains 31787 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28502 members 
Mstep: Class 33 contains 23673 members 
Mstep: Class 34 contains 24643 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 26563 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21028 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28716 members 
Mstep: Class 41 contains 25070 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24138 members 
Mstep: Class 44 contains 29093 members 
Mstep: Class 45 contains 30400 members 
Mstep: Class 46 contains 20742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455536.000000 Penalty: 156710.000000
Iteration 400F: 47 clusters Score -1.774555e+08 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 31207 members 
Mstep: Class 4 contains 24627 members 
Mstep: Class 5 contains 28685 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 18156 members 
Mstep: Class 8 contains 25523 members 
Mstep: Class 9 contains 34390 members 
Mstep: Class 10 contains 8488 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30028 members 
Mstep: Class 13 contains 19660 members 
Mstep: Class 14 contains 41709 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10514 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 32933 members 
Mstep: Class 19 contains 29437 members 
Mstep: Class 20 contains 24881 members 
Mstep: Class 21 contains 42646 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28411 members 
Mstep: Class 24 contains 24390 members 
Mstep: Class 25 contains 32433 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32689 members 
Mstep: Class 28 contains 22148 members 
Mstep: Class 29 contains 31955 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28487 members 
Mstep: Class 33 contains 23708 members 
Mstep: Class 34 contains 24646 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26561 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21050 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28722 members 
Mstep: Class 41 contains 25062 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24193 members 
Mstep: Class 44 contains 29052 members 
Mstep: Class 45 contains 30347 members 
Mstep: Class 46 contains 20794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456048.000000 Penalty: 156710.000000
Iteration 401Q: 47 clusters Score -1.77456e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 31278 members 
Mstep: Class 4 contains 24627 members 
Mstep: Class 5 contains 28665 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 18029 members 
Mstep: Class 8 contains 25501 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 10 contains 8604 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30052 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 41507 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33003 members 
Mstep: Class 19 contains 29522 members 
Mstep: Class 20 contains 24893 members 
Mstep: Class 21 contains 42635 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28429 members 
Mstep: Class 24 contains 24368 members 
Mstep: Class 25 contains 32433 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32666 members 
Mstep: Class 28 contains 22147 members 
Mstep: Class 29 contains 32074 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28434 members 
Mstep: Class 33 contains 23763 members 
Mstep: Class 34 contains 24652 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26578 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21065 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28705 members 
Mstep: Class 41 contains 25052 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24238 members 
Mstep: Class 44 contains 29035 members 
Mstep: Class 45 contains 30305 members 
Mstep: Class 46 contains 20832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456080.000000 Penalty: 156710.000000
Iteration 402Q: 47 clusters Score -1.774561e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 31341 members 
Mstep: Class 4 contains 24604 members 
Mstep: Class 5 contains 28639 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 17917 members 
Mstep: Class 8 contains 25518 members 
Mstep: Class 9 contains 34377 members 
Mstep: Class 10 contains 8755 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30054 members 
Mstep: Class 13 contains 19699 members 
Mstep: Class 14 contains 41279 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33087 members 
Mstep: Class 19 contains 29603 members 
Mstep: Class 20 contains 24882 members 
Mstep: Class 21 contains 42580 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28412 members 
Mstep: Class 24 contains 24355 members 
Mstep: Class 25 contains 32417 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32639 members 
Mstep: Class 28 contains 22148 members 
Mstep: Class 29 contains 32189 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28413 members 
Mstep: Class 33 contains 23787 members 
Mstep: Class 34 contains 24656 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26584 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21087 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28698 members 
Mstep: Class 41 contains 25056 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24288 members 
Mstep: Class 44 contains 29037 members 
Mstep: Class 45 contains 30266 members 
Mstep: Class 46 contains 20887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456752.000000 Penalty: 156710.000000
Iteration 403Q: 47 clusters Score -1.774568e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 31425 members 
Mstep: Class 4 contains 24604 members 
Mstep: Class 5 contains 28624 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 17804 members 
Mstep: Class 8 contains 25503 members 
Mstep: Class 9 contains 34381 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30049 members 
Mstep: Class 13 contains 19705 members 
Mstep: Class 14 contains 41059 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10488 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33168 members 
Mstep: Class 19 contains 29657 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 42564 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28392 members 
Mstep: Class 24 contains 24354 members 
Mstep: Class 25 contains 32411 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32610 members 
Mstep: Class 28 contains 22145 members 
Mstep: Class 29 contains 32272 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28429 members 
Mstep: Class 33 contains 23828 members 
Mstep: Class 34 contains 24657 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26601 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21102 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28692 members 
Mstep: Class 41 contains 25050 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24338 members 
Mstep: Class 44 contains 29021 members 
Mstep: Class 45 contains 30236 members 
Mstep: Class 46 contains 20933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457088.000000 Penalty: 156710.000000
Iteration 404Q: 47 clusters Score -1.774571e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 31533 members 
Mstep: Class 4 contains 24616 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 17681 members 
Mstep: Class 8 contains 25488 members 
Mstep: Class 9 contains 34385 members 
Mstep: Class 10 contains 9022 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30059 members 
Mstep: Class 13 contains 19713 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10482 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33263 members 
Mstep: Class 19 contains 29698 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 42536 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28362 members 
Mstep: Class 24 contains 24360 members 
Mstep: Class 25 contains 32416 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32573 members 
Mstep: Class 28 contains 22140 members 
Mstep: Class 29 contains 32316 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1716 members 
Mstep: Class 32 contains 28428 members 
Mstep: Class 33 contains 23876 members 
Mstep: Class 34 contains 24642 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26609 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21106 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28654 members 
Mstep: Class 41 contains 25035 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24390 members 
Mstep: Class 44 contains 29024 members 
Mstep: Class 45 contains 30214 members 
Mstep: Class 46 contains 20984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457264.000000 Penalty: 156710.000000
Iteration 405Q: 47 clusters Score -1.774573e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 31637 members 
Mstep: Class 4 contains 24636 members 
Mstep: Class 5 contains 28573 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 25468 members 
Mstep: Class 9 contains 34396 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30055 members 
Mstep: Class 13 contains 19710 members 
Mstep: Class 14 contains 40646 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10469 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33373 members 
Mstep: Class 19 contains 29734 members 
Mstep: Class 20 contains 24898 members 
Mstep: Class 21 contains 42503 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28346 members 
Mstep: Class 24 contains 24364 members 
Mstep: Class 25 contains 32432 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32556 members 
Mstep: Class 28 contains 22136 members 
Mstep: Class 29 contains 32309 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1715 members 
Mstep: Class 32 contains 28401 members 
Mstep: Class 33 contains 23926 members 
Mstep: Class 34 contains 24646 members 
Mstep: Class 35 contains 2390 members 
Mstep: Class 36 contains 26615 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21119 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28641 members 
Mstep: Class 41 contains 25022 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24456 members 
Mstep: Class 44 contains 29046 members 
Mstep: Class 45 contains 30209 members 
Mstep: Class 46 contains 21037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457488.000000 Penalty: 156710.000000
Iteration 406Q: 47 clusters Score -1.774575e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 31807 members 
Mstep: Class 4 contains 24617 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 17467 members 
Mstep: Class 8 contains 25458 members 
Mstep: Class 9 contains 34416 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30056 members 
Mstep: Class 13 contains 19729 members 
Mstep: Class 14 contains 40443 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33438 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 42474 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28324 members 
Mstep: Class 24 contains 24357 members 
Mstep: Class 25 contains 32405 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32553 members 
Mstep: Class 28 contains 22126 members 
Mstep: Class 29 contains 32272 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1714 members 
Mstep: Class 32 contains 28344 members 
Mstep: Class 33 contains 23954 members 
Mstep: Class 34 contains 24660 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26615 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21121 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28625 members 
Mstep: Class 41 contains 25011 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24507 members 
Mstep: Class 44 contains 29068 members 
Mstep: Class 45 contains 30201 members 
Mstep: Class 46 contains 21088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457360.000000 Penalty: 156710.000000
Iteration 407Q: 47 clusters Score -1.774574e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 31980 members 
Mstep: Class 4 contains 24600 members 
Mstep: Class 5 contains 28545 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 17358 members 
Mstep: Class 8 contains 25462 members 
Mstep: Class 9 contains 34424 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30050 members 
Mstep: Class 13 contains 19751 members 
Mstep: Class 14 contains 40218 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33500 members 
Mstep: Class 19 contains 29851 members 
Mstep: Class 20 contains 24897 members 
Mstep: Class 21 contains 42465 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28297 members 
Mstep: Class 24 contains 24321 members 
Mstep: Class 25 contains 32429 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32571 members 
Mstep: Class 28 contains 22112 members 
Mstep: Class 29 contains 32243 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 28322 members 
Mstep: Class 33 contains 23974 members 
Mstep: Class 34 contains 24666 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26611 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21113 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28587 members 
Mstep: Class 41 contains 25004 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24577 members 
Mstep: Class 44 contains 29058 members 
Mstep: Class 45 contains 30232 members 
Mstep: Class 46 contains 21141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457856.000000 Penalty: 156710.000000
Iteration 408Q: 47 clusters Score -1.774579e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 32155 members 
Mstep: Class 4 contains 24588 members 
Mstep: Class 5 contains 28491 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 17244 members 
Mstep: Class 8 contains 25475 members 
Mstep: Class 9 contains 34453 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 30020 members 
Mstep: Class 13 contains 19764 members 
Mstep: Class 14 contains 40027 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10434 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33598 members 
Mstep: Class 19 contains 29896 members 
Mstep: Class 20 contains 24899 members 
Mstep: Class 21 contains 42442 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28285 members 
Mstep: Class 24 contains 24301 members 
Mstep: Class 25 contains 32402 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32564 members 
Mstep: Class 28 contains 22105 members 
Mstep: Class 29 contains 32188 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1711 members 
Mstep: Class 32 contains 28302 members 
Mstep: Class 33 contains 24003 members 
Mstep: Class 34 contains 24671 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26610 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21107 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28543 members 
Mstep: Class 41 contains 25006 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24662 members 
Mstep: Class 44 contains 29056 members 
Mstep: Class 45 contains 30252 members 
Mstep: Class 46 contains 21193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458224.000000 Penalty: 156710.000000
Iteration 409Q: 47 clusters Score -1.774582e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 32304 members 
Mstep: Class 4 contains 24576 members 
Mstep: Class 5 contains 28473 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 17170 members 
Mstep: Class 8 contains 25490 members 
Mstep: Class 9 contains 34470 members 
Mstep: Class 10 contains 9709 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29997 members 
Mstep: Class 13 contains 19791 members 
Mstep: Class 14 contains 39859 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10423 members 
Mstep: Class 17 contains 1139 members 
Mstep: Class 18 contains 33680 members 
Mstep: Class 19 contains 29951 members 
Mstep: Class 20 contains 24896 members 
Mstep: Class 21 contains 42424 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28268 members 
Mstep: Class 24 contains 24288 members 
Mstep: Class 25 contains 32389 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32561 members 
Mstep: Class 28 contains 22106 members 
Mstep: Class 29 contains 32117 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1711 members 
Mstep: Class 32 contains 28263 members 
Mstep: Class 33 contains 24022 members 
Mstep: Class 34 contains 24655 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26607 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21098 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28510 members 
Mstep: Class 41 contains 25027 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24746 members 
Mstep: Class 44 contains 29051 members 
Mstep: Class 45 contains 30249 members 
Mstep: Class 46 contains 21209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458320.000000 Penalty: 156710.000000
Iteration 410Q: 47 clusters Score -1.774583e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 1442 members 
Mstep: Class 3 contains 32480 members 
Mstep: Class 4 contains 24560 members 
Mstep: Class 5 contains 28463 members 
Mstep: Class 6 contains 3998 members 
Mstep: Class 7 contains 17098 members 
Mstep: Class 8 contains 25487 members 
Mstep: Class 9 contains 34493 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29975 members 
Mstep: Class 13 contains 19813 members 
Mstep: Class 14 contains 39692 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10407 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 33776 members 
Mstep: Class 19 contains 29965 members 
Mstep: Class 20 contains 24913 members 
Mstep: Class 21 contains 42418 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28246 members 
Mstep: Class 24 contains 24286 members 
Mstep: Class 25 contains 32394 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32559 members 
Mstep: Class 28 contains 22087 members 
Mstep: Class 29 contains 32024 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1711 members 
Mstep: Class 32 contains 28236 members 
Mstep: Class 33 contains 24042 members 
Mstep: Class 34 contains 24622 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 26580 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21109 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28489 members 
Mstep: Class 41 contains 25047 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24824 members 
Mstep: Class 44 contains 29058 members 
Mstep: Class 45 contains 30243 members 
Mstep: Class 46 contains 21234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458224.000000 Penalty: 156710.000000
Iteration 411Q: 47 clusters Score -1.774582e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 1435 members 
Mstep: Class 3 contains 32663 members 
Mstep: Class 4 contains 24570 members 
Mstep: Class 5 contains 28455 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 17007 members 
Mstep: Class 8 contains 25517 members 
Mstep: Class 9 contains 34505 members 
Mstep: Class 10 contains 9989 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29959 members 
Mstep: Class 13 contains 19823 members 
Mstep: Class 14 contains 39521 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10406 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 33883 members 
Mstep: Class 19 contains 29988 members 
Mstep: Class 20 contains 24919 members 
Mstep: Class 21 contains 42402 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28245 members 
Mstep: Class 24 contains 24258 members 
Mstep: Class 25 contains 32423 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32553 members 
Mstep: Class 28 contains 22046 members 
Mstep: Class 29 contains 31899 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1711 members 
Mstep: Class 32 contains 28189 members 
Mstep: Class 33 contains 24066 members 
Mstep: Class 34 contains 24587 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26546 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21118 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28471 members 
Mstep: Class 41 contains 25064 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24917 members 
Mstep: Class 44 contains 29061 members 
Mstep: Class 45 contains 30239 members 
Mstep: Class 46 contains 21270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459024.000000 Penalty: 156710.000000
Iteration 412Q: 47 clusters Score -1.77459e+08 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 32870 members 
Mstep: Class 4 contains 24582 members 
Mstep: Class 5 contains 28413 members 
Mstep: Class 6 contains 3986 members 
Mstep: Class 7 contains 16934 members 
Mstep: Class 8 contains 25526 members 
Mstep: Class 9 contains 34519 members 
Mstep: Class 10 contains 10124 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29948 members 
Mstep: Class 13 contains 19856 members 
Mstep: Class 14 contains 39352 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10388 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 33970 members 
Mstep: Class 19 contains 29992 members 
Mstep: Class 20 contains 24949 members 
Mstep: Class 21 contains 42377 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28211 members 
Mstep: Class 24 contains 24213 members 
Mstep: Class 25 contains 32451 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32547 members 
Mstep: Class 28 contains 22030 members 
Mstep: Class 29 contains 31754 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 28162 members 
Mstep: Class 33 contains 24078 members 
Mstep: Class 34 contains 24567 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26538 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21118 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28479 members 
Mstep: Class 41 contains 25054 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25005 members 
Mstep: Class 44 contains 29076 members 
Mstep: Class 45 contains 30260 members 
Mstep: Class 46 contains 21300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459184.000000 Penalty: 156710.000000
Iteration 413Q: 47 clusters Score -1.774592e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 1422 members 
Mstep: Class 3 contains 33103 members 
Mstep: Class 4 contains 24589 members 
Mstep: Class 5 contains 28379 members 
Mstep: Class 6 contains 3977 members 
Mstep: Class 7 contains 16865 members 
Mstep: Class 8 contains 25529 members 
Mstep: Class 9 contains 34517 members 
Mstep: Class 10 contains 10251 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29932 members 
Mstep: Class 13 contains 19886 members 
Mstep: Class 14 contains 39191 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34039 members 
Mstep: Class 19 contains 29993 members 
Mstep: Class 20 contains 24967 members 
Mstep: Class 21 contains 42364 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28209 members 
Mstep: Class 24 contains 24189 members 
Mstep: Class 25 contains 32464 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32529 members 
Mstep: Class 28 contains 22026 members 
Mstep: Class 29 contains 31607 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 28117 members 
Mstep: Class 33 contains 24102 members 
Mstep: Class 34 contains 24563 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26534 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21125 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28480 members 
Mstep: Class 41 contains 25036 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25098 members 
Mstep: Class 44 contains 29117 members 
Mstep: Class 45 contains 30238 members 
Mstep: Class 46 contains 21302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459184.000000 Penalty: 156710.000000
Iteration 414Q: 47 clusters Score -1.774592e+08 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 33334 members 
Mstep: Class 4 contains 24578 members 
Mstep: Class 5 contains 28344 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 16787 members 
Mstep: Class 8 contains 25525 members 
Mstep: Class 9 contains 34528 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29929 members 
Mstep: Class 13 contains 19919 members 
Mstep: Class 14 contains 39042 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10354 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34112 members 
Mstep: Class 19 contains 29972 members 
Mstep: Class 20 contains 24987 members 
Mstep: Class 21 contains 42370 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28220 members 
Mstep: Class 24 contains 24147 members 
Mstep: Class 25 contains 32461 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32507 members 
Mstep: Class 28 contains 22029 members 
Mstep: Class 29 contains 31459 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 28041 members 
Mstep: Class 33 contains 24128 members 
Mstep: Class 34 contains 24557 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26523 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21127 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28494 members 
Mstep: Class 41 contains 25005 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25187 members 
Mstep: Class 44 contains 29172 members 
Mstep: Class 45 contains 30228 members 
Mstep: Class 46 contains 21319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459312.000000 Penalty: 156710.000000
Iteration 415Q: 47 clusters Score -1.774593e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 3 contains 33558 members 
Mstep: Class 4 contains 24565 members 
Mstep: Class 5 contains 28320 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 16719 members 
Mstep: Class 8 contains 25518 members 
Mstep: Class 9 contains 34530 members 
Mstep: Class 10 contains 10532 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29928 members 
Mstep: Class 13 contains 19958 members 
Mstep: Class 14 contains 38817 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34209 members 
Mstep: Class 19 contains 30008 members 
Mstep: Class 20 contains 24995 members 
Mstep: Class 21 contains 42373 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28201 members 
Mstep: Class 24 contains 24132 members 
Mstep: Class 25 contains 32450 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32487 members 
Mstep: Class 28 contains 22028 members 
Mstep: Class 29 contains 31336 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 28005 members 
Mstep: Class 33 contains 24143 members 
Mstep: Class 34 contains 24561 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26516 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21129 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28509 members 
Mstep: Class 41 contains 24972 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25259 members 
Mstep: Class 44 contains 29207 members 
Mstep: Class 45 contains 30194 members 
Mstep: Class 46 contains 21336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460352.000000 Penalty: 156710.000000
Iteration 416Q: 47 clusters Score -1.774604e+08 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 1400 members 
Mstep: Class 3 contains 33742 members 
Mstep: Class 4 contains 24565 members 
Mstep: Class 5 contains 28294 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 25522 members 
Mstep: Class 9 contains 34518 members 
Mstep: Class 10 contains 10670 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29905 members 
Mstep: Class 13 contains 19970 members 
Mstep: Class 14 contains 38609 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34298 members 
Mstep: Class 19 contains 30047 members 
Mstep: Class 20 contains 24987 members 
Mstep: Class 21 contains 42383 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28222 members 
Mstep: Class 24 contains 24133 members 
Mstep: Class 25 contains 32451 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32462 members 
Mstep: Class 28 contains 22045 members 
Mstep: Class 29 contains 31203 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 27989 members 
Mstep: Class 33 contains 24158 members 
Mstep: Class 34 contains 24588 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26512 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21147 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28498 members 
Mstep: Class 41 contains 24932 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25332 members 
Mstep: Class 44 contains 29260 members 
Mstep: Class 45 contains 30174 members 
Mstep: Class 46 contains 21333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460176.000000 Penalty: 156710.000000
Iteration 417Q: 47 clusters Score -1.774602e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 33887 members 
Mstep: Class 4 contains 24546 members 
Mstep: Class 5 contains 28239 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 16597 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 34499 members 
Mstep: Class 10 contains 10811 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29877 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 38364 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34364 members 
Mstep: Class 19 contains 30056 members 
Mstep: Class 20 contains 24978 members 
Mstep: Class 21 contains 42379 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28258 members 
Mstep: Class 24 contains 24166 members 
Mstep: Class 25 contains 32484 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32447 members 
Mstep: Class 28 contains 22054 members 
Mstep: Class 29 contains 31154 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1712 members 
Mstep: Class 32 contains 27986 members 
Mstep: Class 33 contains 24167 members 
Mstep: Class 34 contains 24616 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26504 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21153 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28485 members 
Mstep: Class 41 contains 24918 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25404 members 
Mstep: Class 44 contains 29310 members 
Mstep: Class 45 contains 30130 members 
Mstep: Class 46 contains 21314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460304.000000 Penalty: 156710.000000
Iteration 418Q: 47 clusters Score -1.774603e+08 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 34000 members 
Mstep: Class 4 contains 24529 members 
Mstep: Class 5 contains 28186 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 16524 members 
Mstep: Class 8 contains 25583 members 
Mstep: Class 9 contains 34476 members 
Mstep: Class 10 contains 10957 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29862 members 
Mstep: Class 13 contains 20015 members 
Mstep: Class 14 contains 38154 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34409 members 
Mstep: Class 19 contains 30080 members 
Mstep: Class 20 contains 24971 members 
Mstep: Class 21 contains 42381 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28334 members 
Mstep: Class 24 contains 24175 members 
Mstep: Class 25 contains 32516 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32441 members 
Mstep: Class 28 contains 22085 members 
Mstep: Class 29 contains 31091 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1710 members 
Mstep: Class 32 contains 27978 members 
Mstep: Class 33 contains 24181 members 
Mstep: Class 34 contains 24651 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26517 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21147 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28475 members 
Mstep: Class 41 contains 24892 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25458 members 
Mstep: Class 44 contains 29345 members 
Mstep: Class 45 contains 30096 members 
Mstep: Class 46 contains 21279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460352.000000 Penalty: 156710.000000
Iteration 419Q: 47 clusters Score -1.774604e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 34121 members 
Mstep: Class 4 contains 24490 members 
Mstep: Class 5 contains 28142 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 16463 members 
Mstep: Class 8 contains 25611 members 
Mstep: Class 9 contains 34459 members 
Mstep: Class 10 contains 11095 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29842 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 37985 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10277 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34474 members 
Mstep: Class 19 contains 30124 members 
Mstep: Class 20 contains 24954 members 
Mstep: Class 21 contains 42367 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28358 members 
Mstep: Class 24 contains 24181 members 
Mstep: Class 25 contains 32536 members 
Mstep: Class 26 contains 192 members 
Mstep: Class 27 contains 32436 members 
Mstep: Class 28 contains 22103 members 
Mstep: Class 29 contains 31021 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1708 members 
Mstep: Class 32 contains 27966 members 
Mstep: Class 33 contains 24214 members 
Mstep: Class 34 contains 24708 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26506 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21154 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28455 members 
Mstep: Class 41 contains 24901 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25492 members 
Mstep: Class 44 contains 29379 members 
Mstep: Class 45 contains 30044 members 
Mstep: Class 46 contains 21299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460608.000000 Penalty: 156710.000000
Iteration 420F: 47 clusters Score -1.774606e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 1373 members 
Mstep: Class 3 contains 34245 members 
Mstep: Class 4 contains 24444 members 
Mstep: Class 5 contains 28151 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 16410 members 
Mstep: Class 8 contains 25610 members 
Mstep: Class 9 contains 34446 members 
Mstep: Class 10 contains 11286 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29823 members 
Mstep: Class 13 contains 20006 members 
Mstep: Class 14 contains 37810 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34519 members 
Mstep: Class 19 contains 30168 members 
Mstep: Class 20 contains 24918 members 
Mstep: Class 21 contains 42371 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28396 members 
Mstep: Class 24 contains 24184 members 
Mstep: Class 25 contains 32533 members 
Mstep: Class 26 contains 191 members 
Mstep: Class 27 contains 32432 members 
Mstep: Class 28 contains 22114 members 
Mstep: Class 29 contains 30939 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1707 members 
Mstep: Class 32 contains 27951 members 
Mstep: Class 33 contains 24239 members 
Mstep: Class 34 contains 24754 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26507 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21150 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28420 members 
Mstep: Class 41 contains 24931 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25507 members 
Mstep: Class 44 contains 29387 members 
Mstep: Class 45 contains 29990 members 
Mstep: Class 46 contains 21323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460576.000000 Penalty: 156710.000000
Iteration 421Q: 47 clusters Score -1.774606e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 34360 members 
Mstep: Class 4 contains 24395 members 
Mstep: Class 5 contains 28126 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 16370 members 
Mstep: Class 8 contains 25593 members 
Mstep: Class 9 contains 34446 members 
Mstep: Class 10 contains 11467 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29828 members 
Mstep: Class 13 contains 20032 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34568 members 
Mstep: Class 19 contains 30224 members 
Mstep: Class 20 contains 24906 members 
Mstep: Class 21 contains 42360 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28391 members 
Mstep: Class 24 contains 24211 members 
Mstep: Class 25 contains 32532 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 32440 members 
Mstep: Class 28 contains 22094 members 
Mstep: Class 29 contains 30889 members 
Mstep: Class 30 contains 225 members 
Mstep: Class 31 contains 1706 members 
Mstep: Class 32 contains 27961 members 
Mstep: Class 33 contains 24257 members 
Mstep: Class 34 contains 24760 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26505 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21117 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28485 members 
Mstep: Class 41 contains 24980 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25518 members 
Mstep: Class 44 contains 29380 members 
Mstep: Class 45 contains 29937 members 
Mstep: Class 46 contains 21329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460704.000000 Penalty: 156710.000000
Iteration 422Q: 47 clusters Score -1.774607e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 34423 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 28136 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 16334 members 
Mstep: Class 8 contains 25589 members 
Mstep: Class 9 contains 34428 members 
Mstep: Class 10 contains 11669 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 20038 members 
Mstep: Class 14 contains 37445 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34610 members 
Mstep: Class 19 contains 30252 members 
Mstep: Class 20 contains 24906 members 
Mstep: Class 21 contains 42342 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28390 members 
Mstep: Class 24 contains 24243 members 
Mstep: Class 25 contains 32564 members 
Mstep: Class 26 contains 190 members 
Mstep: Class 27 contains 32450 members 
Mstep: Class 28 contains 22107 members 
Mstep: Class 29 contains 30831 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1704 members 
Mstep: Class 32 contains 27966 members 
Mstep: Class 33 contains 24261 members 
Mstep: Class 34 contains 24751 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26506 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21106 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28545 members 
Mstep: Class 41 contains 25021 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25513 members 
Mstep: Class 44 contains 29388 members 
Mstep: Class 45 contains 29881 members 
Mstep: Class 46 contains 21323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460800.000000 Penalty: 156710.000000
Iteration 423Q: 47 clusters Score -1.774608e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 24358 members 
Mstep: Class 5 contains 28147 members 
Mstep: Class 6 contains 3956 members 
Mstep: Class 7 contains 16291 members 
Mstep: Class 8 contains 25593 members 
Mstep: Class 9 contains 34420 members 
Mstep: Class 10 contains 11898 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29799 members 
Mstep: Class 13 contains 20050 members 
Mstep: Class 14 contains 37296 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34658 members 
Mstep: Class 19 contains 30248 members 
Mstep: Class 20 contains 24944 members 
Mstep: Class 21 contains 42296 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28403 members 
Mstep: Class 24 contains 24275 members 
Mstep: Class 25 contains 32621 members 
Mstep: Class 26 contains 189 members 
Mstep: Class 27 contains 32460 members 
Mstep: Class 28 contains 22106 members 
Mstep: Class 29 contains 30746 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1700 members 
Mstep: Class 32 contains 27989 members 
Mstep: Class 33 contains 24275 members 
Mstep: Class 34 contains 24669 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26526 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21096 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28612 members 
Mstep: Class 41 contains 25071 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25517 members 
Mstep: Class 44 contains 29378 members 
Mstep: Class 45 contains 29855 members 
Mstep: Class 46 contains 21317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460864.000000 Penalty: 156710.000000
Iteration 424Q: 47 clusters Score -1.774609e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 34442 members 
Mstep: Class 4 contains 24357 members 
Mstep: Class 5 contains 28147 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 25597 members 
Mstep: Class 9 contains 34439 members 
Mstep: Class 10 contains 12131 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29764 members 
Mstep: Class 13 contains 20034 members 
Mstep: Class 14 contains 37174 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34728 members 
Mstep: Class 19 contains 30278 members 
Mstep: Class 20 contains 25005 members 
Mstep: Class 21 contains 42243 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28397 members 
Mstep: Class 24 contains 24312 members 
Mstep: Class 25 contains 32669 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 32493 members 
Mstep: Class 28 contains 22100 members 
Mstep: Class 29 contains 30630 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1697 members 
Mstep: Class 32 contains 27977 members 
Mstep: Class 33 contains 24295 members 
Mstep: Class 34 contains 24609 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26519 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21092 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28648 members 
Mstep: Class 41 contains 25051 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 29361 members 
Mstep: Class 45 contains 29848 members 
Mstep: Class 46 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461024.000000 Penalty: 156710.000000
Iteration 425Q: 47 clusters Score -1.77461e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 34470 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 28146 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 16196 members 
Mstep: Class 8 contains 25598 members 
Mstep: Class 9 contains 34436 members 
Mstep: Class 10 contains 12393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29724 members 
Mstep: Class 13 contains 20031 members 
Mstep: Class 14 contains 37044 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34799 members 
Mstep: Class 19 contains 30279 members 
Mstep: Class 20 contains 25042 members 
Mstep: Class 21 contains 42212 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28390 members 
Mstep: Class 24 contains 24378 members 
Mstep: Class 25 contains 32701 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 32513 members 
Mstep: Class 28 contains 22091 members 
Mstep: Class 29 contains 30530 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 27970 members 
Mstep: Class 33 contains 24325 members 
Mstep: Class 34 contains 24571 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26528 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21077 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28619 members 
Mstep: Class 41 contains 25023 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25520 members 
Mstep: Class 44 contains 29364 members 
Mstep: Class 45 contains 29873 members 
Mstep: Class 46 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461392.000000 Penalty: 156710.000000
Iteration 426Q: 47 clusters Score -1.774614e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 34494 members 
Mstep: Class 4 contains 24379 members 
Mstep: Class 5 contains 28134 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 16151 members 
Mstep: Class 8 contains 25606 members 
Mstep: Class 9 contains 34448 members 
Mstep: Class 10 contains 12650 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29678 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 36940 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34835 members 
Mstep: Class 19 contains 30299 members 
Mstep: Class 20 contains 25087 members 
Mstep: Class 21 contains 42186 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28364 members 
Mstep: Class 24 contains 24436 members 
Mstep: Class 25 contains 32746 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 32527 members 
Mstep: Class 28 contains 22063 members 
Mstep: Class 29 contains 30423 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 27969 members 
Mstep: Class 33 contains 24359 members 
Mstep: Class 34 contains 24529 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26525 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21058 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28610 members 
Mstep: Class 41 contains 24969 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25525 members 
Mstep: Class 44 contains 29368 members 
Mstep: Class 45 contains 29878 members 
Mstep: Class 46 contains 21403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461552.000000 Penalty: 156710.000000
Iteration 427Q: 47 clusters Score -1.774616e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 34532 members 
Mstep: Class 4 contains 24388 members 
Mstep: Class 5 contains 28137 members 
Mstep: Class 6 contains 3952 members 
Mstep: Class 7 contains 16104 members 
Mstep: Class 8 contains 25597 members 
Mstep: Class 9 contains 34434 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 20032 members 
Mstep: Class 14 contains 36851 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34878 members 
Mstep: Class 19 contains 30335 members 
Mstep: Class 20 contains 25110 members 
Mstep: Class 21 contains 42162 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28360 members 
Mstep: Class 24 contains 24489 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 188 members 
Mstep: Class 27 contains 32539 members 
Mstep: Class 28 contains 22032 members 
Mstep: Class 29 contains 30335 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 27945 members 
Mstep: Class 33 contains 24379 members 
Mstep: Class 34 contains 24538 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26519 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21050 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28617 members 
Mstep: Class 41 contains 24882 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25534 members 
Mstep: Class 44 contains 29367 members 
Mstep: Class 45 contains 29870 members 
Mstep: Class 46 contains 21437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462752.000000 Penalty: 156710.000000
Iteration 428Q: 47 clusters Score -1.774628e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 34601 members 
Mstep: Class 4 contains 24400 members 
Mstep: Class 5 contains 28128 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 25588 members 
Mstep: Class 9 contains 34439 members 
Mstep: Class 10 contains 13183 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29602 members 
Mstep: Class 13 contains 20048 members 
Mstep: Class 14 contains 36780 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10159 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34932 members 
Mstep: Class 19 contains 30348 members 
Mstep: Class 20 contains 25070 members 
Mstep: Class 21 contains 42139 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 28333 members 
Mstep: Class 24 contains 24575 members 
Mstep: Class 25 contains 32817 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32541 members 
Mstep: Class 28 contains 22000 members 
Mstep: Class 29 contains 30218 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1693 members 
Mstep: Class 32 contains 27927 members 
Mstep: Class 33 contains 24405 members 
Mstep: Class 34 contains 24583 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 26499 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21056 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28588 members 
Mstep: Class 41 contains 24847 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25529 members 
Mstep: Class 44 contains 29363 members 
Mstep: Class 45 contains 29854 members 
Mstep: Class 46 contains 21441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462736.000000 Penalty: 156710.000000
Iteration 429Q: 47 clusters Score -1.774627e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 34600 members 
Mstep: Class 4 contains 24388 members 
Mstep: Class 5 contains 28132 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 16023 members 
Mstep: Class 8 contains 25569 members 
Mstep: Class 9 contains 34441 members 
Mstep: Class 10 contains 13485 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29585 members 
Mstep: Class 13 contains 20079 members 
Mstep: Class 14 contains 36721 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34986 members 
Mstep: Class 19 contains 30334 members 
Mstep: Class 20 contains 25029 members 
Mstep: Class 21 contains 42122 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28312 members 
Mstep: Class 24 contains 24661 members 
Mstep: Class 25 contains 32864 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32531 members 
Mstep: Class 28 contains 21959 members 
Mstep: Class 29 contains 30143 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1692 members 
Mstep: Class 32 contains 27897 members 
Mstep: Class 33 contains 24419 members 
Mstep: Class 34 contains 24638 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26491 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21050 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28580 members 
Mstep: Class 41 contains 24811 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25517 members 
Mstep: Class 44 contains 29345 members 
Mstep: Class 45 contains 29829 members 
Mstep: Class 46 contains 21471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463232.000000 Penalty: 156710.000000
Iteration 430Q: 47 clusters Score -1.774632e+08 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 1309 members 
Mstep: Class 3 contains 34645 members 
Mstep: Class 4 contains 24354 members 
Mstep: Class 5 contains 28138 members 
Mstep: Class 6 contains 3959 members 
Mstep: Class 7 contains 15983 members 
Mstep: Class 8 contains 25569 members 
Mstep: Class 9 contains 34451 members 
Mstep: Class 10 contains 13797 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29561 members 
Mstep: Class 13 contains 20103 members 
Mstep: Class 14 contains 36677 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10137 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34996 members 
Mstep: Class 19 contains 30284 members 
Mstep: Class 20 contains 24998 members 
Mstep: Class 21 contains 42131 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28263 members 
Mstep: Class 24 contains 24750 members 
Mstep: Class 25 contains 32912 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32504 members 
Mstep: Class 28 contains 21885 members 
Mstep: Class 29 contains 30090 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1692 members 
Mstep: Class 32 contains 27871 members 
Mstep: Class 33 contains 24417 members 
Mstep: Class 34 contains 24699 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 26494 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21060 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28566 members 
Mstep: Class 41 contains 24783 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25489 members 
Mstep: Class 44 contains 29339 members 
Mstep: Class 45 contains 29832 members 
Mstep: Class 46 contains 21500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463088.000000 Penalty: 156710.000000
Iteration 431Q: 47 clusters Score -1.774631e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 34707 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 28120 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 25571 members 
Mstep: Class 9 contains 34469 members 
Mstep: Class 10 contains 14109 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29525 members 
Mstep: Class 13 contains 20146 members 
Mstep: Class 14 contains 36615 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10126 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 35003 members 
Mstep: Class 19 contains 30243 members 
Mstep: Class 20 contains 24947 members 
Mstep: Class 21 contains 42112 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28210 members 
Mstep: Class 24 contains 24883 members 
Mstep: Class 25 contains 32952 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32487 members 
Mstep: Class 28 contains 21808 members 
Mstep: Class 29 contains 30012 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1692 members 
Mstep: Class 32 contains 27857 members 
Mstep: Class 33 contains 24424 members 
Mstep: Class 34 contains 24758 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26495 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21054 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28528 members 
Mstep: Class 41 contains 24788 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25458 members 
Mstep: Class 44 contains 29358 members 
Mstep: Class 45 contains 29846 members 
Mstep: Class 46 contains 21516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463232.000000 Penalty: 156710.000000
Iteration 432Q: 47 clusters Score -1.774632e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 34655 members 
Mstep: Class 4 contains 24240 members 
Mstep: Class 5 contains 28114 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 25563 members 
Mstep: Class 9 contains 34476 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 20150 members 
Mstep: Class 14 contains 36586 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34997 members 
Mstep: Class 19 contains 30226 members 
Mstep: Class 20 contains 24924 members 
Mstep: Class 21 contains 42131 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28136 members 
Mstep: Class 24 contains 25023 members 
Mstep: Class 25 contains 32971 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32489 members 
Mstep: Class 28 contains 21728 members 
Mstep: Class 29 contains 29948 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1692 members 
Mstep: Class 32 contains 27835 members 
Mstep: Class 33 contains 24417 members 
Mstep: Class 34 contains 24806 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26492 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21060 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28501 members 
Mstep: Class 41 contains 24796 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25437 members 
Mstep: Class 44 contains 29382 members 
Mstep: Class 45 contains 29876 members 
Mstep: Class 46 contains 21515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463632.000000 Penalty: 156710.000000
Iteration 433Q: 47 clusters Score -1.774636e+08 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 34583 members 
Mstep: Class 4 contains 24197 members 
Mstep: Class 5 contains 28101 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 15870 members 
Mstep: Class 8 contains 25557 members 
Mstep: Class 9 contains 34495 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 20167 members 
Mstep: Class 14 contains 36549 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10107 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34977 members 
Mstep: Class 19 contains 30212 members 
Mstep: Class 20 contains 24901 members 
Mstep: Class 21 contains 42138 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28101 members 
Mstep: Class 24 contains 25160 members 
Mstep: Class 25 contains 33002 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32477 members 
Mstep: Class 28 contains 21657 members 
Mstep: Class 29 contains 29867 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27798 members 
Mstep: Class 33 contains 24417 members 
Mstep: Class 34 contains 24850 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26484 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21045 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28511 members 
Mstep: Class 41 contains 24821 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25411 members 
Mstep: Class 44 contains 29424 members 
Mstep: Class 45 contains 29933 members 
Mstep: Class 46 contains 21470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464624.000000 Penalty: 156710.000000
Iteration 434Q: 47 clusters Score -1.774646e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 34443 members 
Mstep: Class 4 contains 24148 members 
Mstep: Class 5 contains 28108 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 25544 members 
Mstep: Class 9 contains 34525 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29441 members 
Mstep: Class 13 contains 20202 members 
Mstep: Class 14 contains 36515 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10098 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34986 members 
Mstep: Class 19 contains 30172 members 
Mstep: Class 20 contains 24903 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28070 members 
Mstep: Class 24 contains 25267 members 
Mstep: Class 25 contains 33001 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32452 members 
Mstep: Class 28 contains 21618 members 
Mstep: Class 29 contains 29794 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27743 members 
Mstep: Class 33 contains 24422 members 
Mstep: Class 34 contains 24863 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26479 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21028 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28562 members 
Mstep: Class 41 contains 24889 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25367 members 
Mstep: Class 44 contains 29462 members 
Mstep: Class 45 contains 29972 members 
Mstep: Class 46 contains 21434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464384.000000 Penalty: 156710.000000
Iteration 435Q: 47 clusters Score -1.774644e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 34288 members 
Mstep: Class 4 contains 24100 members 
Mstep: Class 5 contains 28133 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 15787 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 34557 members 
Mstep: Class 10 contains 15426 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29424 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 36476 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10091 members 
Mstep: Class 17 contains 1140 members 
Mstep: Class 18 contains 34971 members 
Mstep: Class 19 contains 30140 members 
Mstep: Class 20 contains 24926 members 
Mstep: Class 21 contains 42160 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28049 members 
Mstep: Class 24 contains 25354 members 
Mstep: Class 25 contains 33046 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32453 members 
Mstep: Class 28 contains 21572 members 
Mstep: Class 29 contains 29723 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27736 members 
Mstep: Class 33 contains 24439 members 
Mstep: Class 34 contains 24862 members 
Mstep: Class 35 contains 2388 members 
Mstep: Class 36 contains 26446 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 21014 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28558 members 
Mstep: Class 41 contains 24942 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25343 members 
Mstep: Class 44 contains 29504 members 
Mstep: Class 45 contains 30000 members 
Mstep: Class 46 contains 21430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465152.000000 Penalty: 156710.000000
Iteration 436Q: 47 clusters Score -1.774652e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 34122 members 
Mstep: Class 4 contains 24075 members 
Mstep: Class 5 contains 28150 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 15724 members 
Mstep: Class 8 contains 25502 members 
Mstep: Class 9 contains 34567 members 
Mstep: Class 10 contains 15765 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29389 members 
Mstep: Class 13 contains 20214 members 
Mstep: Class 14 contains 36432 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10086 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34971 members 
Mstep: Class 19 contains 30071 members 
Mstep: Class 20 contains 24958 members 
Mstep: Class 21 contains 42204 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28025 members 
Mstep: Class 24 contains 25435 members 
Mstep: Class 25 contains 33099 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32435 members 
Mstep: Class 28 contains 21514 members 
Mstep: Class 29 contains 29685 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27722 members 
Mstep: Class 33 contains 24456 members 
Mstep: Class 34 contains 24848 members 
Mstep: Class 35 contains 2389 members 
Mstep: Class 36 contains 26466 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20975 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28568 members 
Mstep: Class 41 contains 25007 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25328 members 
Mstep: Class 44 contains 29508 members 
Mstep: Class 45 contains 30027 members 
Mstep: Class 46 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465424.000000 Penalty: 156710.000000
Iteration 437Q: 47 clusters Score -1.774654e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 1292 members 
Mstep: Class 3 contains 33905 members 
Mstep: Class 4 contains 24060 members 
Mstep: Class 5 contains 28148 members 
Mstep: Class 6 contains 3965 members 
Mstep: Class 7 contains 15681 members 
Mstep: Class 8 contains 25484 members 
Mstep: Class 9 contains 34588 members 
Mstep: Class 10 contains 16086 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29341 members 
Mstep: Class 13 contains 20242 members 
Mstep: Class 14 contains 36409 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10068 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34974 members 
Mstep: Class 19 contains 30021 members 
Mstep: Class 20 contains 25032 members 
Mstep: Class 21 contains 42252 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28008 members 
Mstep: Class 24 contains 25550 members 
Mstep: Class 25 contains 33129 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32421 members 
Mstep: Class 28 contains 21409 members 
Mstep: Class 29 contains 29671 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27702 members 
Mstep: Class 33 contains 24467 members 
Mstep: Class 34 contains 24759 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 26464 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20961 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28645 members 
Mstep: Class 41 contains 25063 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25314 members 
Mstep: Class 44 contains 29514 members 
Mstep: Class 45 contains 30064 members 
Mstep: Class 46 contains 21384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465552.000000 Penalty: 156710.000000
Iteration 438Q: 47 clusters Score -1.774656e+08 nChanged 3864
Entering ConstructFrom: 
Score: -177465552.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (48382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Entering Unmasked Estep 
Score: -9254964.000000 Penalty: 2675.146973
	Iteration 0F: 2 clusters Score -9254964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -9225952.000000 Penalty: 5350.293945
	Iteration 0F: 3 clusters Score -9225952 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -9238323.000000 Penalty: 5350.293945
	Iteration 1F: 3 clusters Score -9238323 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -9238802.000000 Penalty: 5350.293945
	Iteration 2Q: 3 clusters Score -9238802 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -9239212.000000 Penalty: 5350.293945
	Iteration 3Q: 3 clusters Score -9239212 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -9239611.000000 Penalty: 5350.293945
	Iteration 4Q: 3 clusters Score -9239611 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -9239953.000000 Penalty: 5350.293945
	Iteration 5Q: 3 clusters Score -9239953 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -9240239.000000 Penalty: 5350.293945
	Iteration 6Q: 3 clusters Score -9240239 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -9240655.000000 Penalty: 5350.293945
	Iteration 7Q: 3 clusters Score -9240655 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -9241018.000000 Penalty: 5350.293945
	Iteration 8Q: 3 clusters Score -9241018 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -9241439.000000 Penalty: 5350.293945
	Iteration 9Q: 3 clusters Score -9241439 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -9241933.000000 Penalty: 5350.293945
	Iteration 10Q: 3 clusters Score -9241933 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9242602.000000 Penalty: 5350.293945
	Iteration 11Q: 3 clusters Score -9242602 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -9243551.000000 Penalty: 5350.293945
	Iteration 12Q: 3 clusters Score -9243551 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -9244837.000000 Penalty: 5350.293945
	Iteration 13Q: 3 clusters Score -9244837 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -9246327.000000 Penalty: 5350.293945
	Iteration 14Q: 3 clusters Score -9246327 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -9247499.000000 Penalty: 5350.293945
	Iteration 15Q: 3 clusters Score -9247499 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -9248225.000000 Penalty: 5350.293945
	Iteration 16Q: 3 clusters Score -9248225 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -9248450.000000 Penalty: 5350.293945
	Iteration 17Q: 3 clusters Score -9248450 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9248541.000000 Penalty: 5350.293945
	Iteration 18Q: 3 clusters Score -9248541 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -9248609.000000 Penalty: 5350.293945
	Iteration 19Q: 3 clusters Score -9248609 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -9248648.000000 Penalty: 5350.293945
	Iteration 20F: 3 clusters Score -9248648 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9248647 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9248635 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9248631 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9248634 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9248613 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9248555 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9248564 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9248575 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9248536 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9248578 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9248606 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9248690 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9248732 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9248787 nChanged 707
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9248861 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9248989 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9249031 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9249139 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9249258 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9249357 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9249486 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9249602 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9249794 nChanged 867
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9249959 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9250134 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9250409 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9250640 nChanged 1007
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9250955 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9251307 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9251554 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9251756 nChanged 875
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9252020 nChanged 877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9252253 nChanged 851
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9252451 nChanged 807
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9252688 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9252866 nChanged 604
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9253013 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9253115 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9253183 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9253451 nChanged 525
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9253583 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9253652 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9253711 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9253722 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9253743 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9253770 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9253796 nChanged 280
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Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9253828 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9253860 nChanged 217
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Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9253898 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9253903 nChanged 172
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Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9253947 nChanged 161
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Mstep: Class 1 contains 4545 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9253976 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9254001 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9253968 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9254031 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9254049 nChanged 103
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Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9254048 nChanged 99
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Mstep: Class 1 contains 3802 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9254095 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9254180 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9254241 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9254276 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9254335 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9254388 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9254393 nChanged 77
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Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9254443 nChanged 74
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Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9254438 nChanged 89
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9254461 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9254453 nChanged 95
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Mstep: Class 1 contains 2852 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9254432 nChanged 107
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Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2632 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9254463 nChanged 104
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9254456 nChanged 103
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Mstep: Class 1 contains 2312 members 
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	Iteration 95Q: 3 clusters Score -9254451 nChanged 105
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	Iteration 96Q: 3 clusters Score -9254424 nChanged 102
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9254382 nChanged 80
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	Iteration 98Q: 3 clusters Score -9254346 nChanged 65
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Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9254321 nChanged 75
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Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9254294 nChanged 72
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Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9254255 nChanged 61
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9254217 nChanged 69
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Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9254208 nChanged 59
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9254163 nChanged 62
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9254095 nChanged 61
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	Iteration 106Q: 3 clusters Score -9254044 nChanged 50
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9253988 nChanged 49
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	Iteration 108Q: 3 clusters Score -9253961 nChanged 40
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9253939 nChanged 32
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	Iteration 110Q: 3 clusters Score -9253919 nChanged 36
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	Iteration 111Q: 3 clusters Score -9253885 nChanged 34
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9253872 nChanged 34
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9253857 nChanged 23
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9253841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -9253816.000000 Penalty: 5350.293945
	Iteration 115Q: 3 clusters Score -9253816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -9253805.000000 Penalty: 5350.293945
	Iteration 116Q: 3 clusters Score -9253805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -9253783.000000 Penalty: 5350.293945
	Iteration 117Q: 3 clusters Score -9253783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -9253775.000000 Penalty: 5350.293945
	Iteration 118Q: 3 clusters Score -9253775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -9253770.000000 Penalty: 5350.293945
	Iteration 119Q: 3 clusters Score -9253770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -9253768.000000 Penalty: 5350.293945
	Iteration 120F: 3 clusters Score -9253768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -9253744.000000 Penalty: 5350.293945
	Iteration 121Q: 3 clusters Score -9253744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -9253750.000000 Penalty: 5350.293945
	Iteration 122Q: 3 clusters Score -9253750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9253743.000000 Penalty: 5350.293945
	Iteration 123Q: 3 clusters Score -9253743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -9253745.000000 Penalty: 5350.293945
	Iteration 124Q: 3 clusters Score -9253745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -9253736.000000 Penalty: 5350.293945
	Iteration 125Q: 3 clusters Score -9253736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9253732.000000 Penalty: 5350.293945
	Iteration 126Q: 3 clusters Score -9253732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9253719.000000 Penalty: 5350.293945
	Iteration 127Q: 3 clusters Score -9253719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -9253720.000000 Penalty: 5350.293945
	Iteration 128Q: 3 clusters Score -9253720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9253720.000000 Penalty: 5350.293945
	Iteration 129Q: 3 clusters Score -9253720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9253716.000000 Penalty: 5350.293945
	Iteration 130Q: 3 clusters Score -9253716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -9253720.000000 Penalty: 5350.293945
	Iteration 131Q: 3 clusters Score -9253720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -9253714.000000 Penalty: 5350.293945
	Iteration 132Q: 3 clusters Score -9253714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -9253710.000000 Penalty: 5350.293945
	Iteration 133Q: 3 clusters Score -9253710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -9253701.000000 Penalty: 5350.293945
	Iteration 134Q: 3 clusters Score -9253701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -9253685.000000 Penalty: 5350.293945
	Iteration 135Q: 3 clusters Score -9253685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -9253690.000000 Penalty: 5350.293945
	Iteration 136Q: 3 clusters Score -9253690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -9253693.000000 Penalty: 5350.293945
	Iteration 137Q: 3 clusters Score -9253693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9253697.000000 Penalty: 5350.293945
	Iteration 138Q: 3 clusters Score -9253697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -9253689.000000 Penalty: 5350.293945
	Iteration 139Q: 3 clusters Score -9253689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -9253679.000000 Penalty: 5350.293945
	Iteration 140F: 3 clusters Score -9253679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9253659.000000 Penalty: 5350.293945
	Iteration 141Q: 3 clusters Score -9253659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -9253658.000000 Penalty: 5350.293945
	Iteration 142Q: 3 clusters Score -9253658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9253649.000000 Penalty: 5350.293945
	Iteration 143Q: 3 clusters Score -9253649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -9253648.000000 Penalty: 5350.293945
	Iteration 144Q: 3 clusters Score -9253648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -9253648.000000 Penalty: 5350.293945
	Iteration 145Q: 3 clusters Score -9253648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -9253648.000000 Penalty: 5350.293945
	Iteration 146Q: 3 clusters Score -9253648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -9253648.000000 Penalty: 5350.293945
	Iteration 147Q: 3 clusters Score -9253648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -9253635.000000 Penalty: 5350.293945
	Iteration 148Q: 3 clusters Score -9253635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9253642.000000 Penalty: 5350.293945
	Iteration 149Q: 3 clusters Score -9253642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -9253634.000000 Penalty: 5350.293945
	Iteration 150Q: 3 clusters Score -9253634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -9253634.000000 Penalty: 5350.293945
	Iteration 151Q: 3 clusters Score -9253634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -9253619.000000 Penalty: 5350.293945
	Iteration 152Q: 3 clusters Score -9253619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -9253620.000000 Penalty: 5350.293945
	Iteration 153Q: 3 clusters Score -9253620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -9253625.000000 Penalty: 5350.293945
	Iteration 154Q: 3 clusters Score -9253625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -9253629.000000 Penalty: 5350.293945
	Iteration 155Q: 3 clusters Score -9253629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -9253620.000000 Penalty: 5350.293945
	Iteration 156Q: 3 clusters Score -9253620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -9253615.000000 Penalty: 5350.293945
	Iteration 157Q: 3 clusters Score -9253615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -9253600.000000 Penalty: 5350.293945
	Iteration 158Q: 3 clusters Score -9253600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -9253609.000000 Penalty: 5350.293945
	Iteration 159Q: 3 clusters Score -9253609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -9253601.000000 Penalty: 5350.293945
	Iteration 160F: 3 clusters Score -9253601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -9253601.000000 Penalty: 5350.293945
	Iteration 161Q: 3 clusters Score -9253601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -9253601.000000 Penalty: 5350.293945
	Iteration 162F: 3 clusters Score -9253601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -228699.390625 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -228699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -226578.000000 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -226578 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -226903.812500 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -226903.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -226991.468750 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -226991.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227054.234375 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -227054.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -227107.203125 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -227107.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -227167.546875 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -227167.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -227236.593750 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -227236.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -227290.125000 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -227290.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -227333.562500 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -227333.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -227368.234375 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -227368.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -227390.421875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -227390.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -227423.218750 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -227423.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -227442.781250 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -227442.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -227461.609375 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -227461.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -227472.078125 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -227472.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -227482.078125 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -227482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227500.125000 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -227500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -227512.968750 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -227513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -227528.968750 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -227529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -227545.906250 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -227545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -227572.343750 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -227572.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -227601.296875 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -227601.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -227625.265625 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -227625.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -227648.125000 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -227648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -227669.328125 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -227669.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227684.687500 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -227684.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -227699.718750 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -227699.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -227715.125000 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -227715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -227735.156250 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -227735.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227752.531250 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -227752.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -227775.984375 Penalty: 3552.164551
	Iteration 30Q: 3 clusters Score -227776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -227807.671875 Penalty: 3552.164551
	Iteration 31Q: 3 clusters Score -227807.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227844.437500 Penalty: 3552.164551
	Iteration 32Q: 3 clusters Score -227844.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227869.781250 Penalty: 3552.164551
	Iteration 33Q: 3 clusters Score -227869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -227885.953125 Penalty: 3552.164551
	Iteration 34Q: 3 clusters Score -227886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227905.875000 Penalty: 3552.164551
	Iteration 35Q: 3 clusters Score -227905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -227920.171875 Penalty: 3552.164551
	Iteration 36Q: 3 clusters Score -227920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227942.906250 Penalty: 3552.164551
	Iteration 37Q: 3 clusters Score -227942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -227967.687500 Penalty: 3552.164551
	Iteration 38Q: 3 clusters Score -227967.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -228004.578125 Penalty: 3552.164551
	Iteration 39Q: 3 clusters Score -228004.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -228036.281250 Penalty: 3552.164551
	Iteration 40F: 3 clusters Score -228036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -228051.031250 Penalty: 3552.164551
	Iteration 41Q: 3 clusters Score -228051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -228073.984375 Penalty: 3552.164551
	Iteration 42Q: 3 clusters Score -228074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -228085.234375 Penalty: 3552.164551
	Iteration 43Q: 3 clusters Score -228085.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -228094.296875 Penalty: 3552.164551
	Iteration 44Q: 3 clusters Score -228094.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -228100.609375 Penalty: 3552.164551
	Iteration 45Q: 3 clusters Score -228100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228107.015625 Penalty: 3552.164551
	Iteration 46Q: 3 clusters Score -228107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -228107.015625 Penalty: 3552.164551
	Iteration 47F: 3 clusters Score -228107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Entering Unmasked Estep 
Score: -6496160.000000 Penalty: 2585.521729
	Iteration 0F: 2 clusters Score -6496160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -6475556.000000 Penalty: 5171.043457
	Iteration 0F: 3 clusters Score -6475556 nChanged 15253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -6483938.500000 Penalty: 5171.043457
	Iteration 1F: 3 clusters Score -6483938 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6484439.500000 Penalty: 5171.043457
	Iteration 2Q: 3 clusters Score -6484440 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -6484973.000000 Penalty: 5171.043457
	Iteration 3Q: 3 clusters Score -6484973 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -6485549.000000 Penalty: 5171.043457
	Iteration 4Q: 3 clusters Score -6485549 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -6486248.500000 Penalty: 5171.043457
	Iteration 5Q: 3 clusters Score -6486248 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -6487295.000000 Penalty: 5171.043457
	Iteration 6F: 3 clusters Score -6487295 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -6488746.000000 Penalty: 5171.043457
	Iteration 7F: 3 clusters Score -6488746 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6490272.500000 Penalty: 5171.043457
	Iteration 8F: 3 clusters Score -6490272 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -6491690.500000 Penalty: 5171.043457
	Iteration 9F: 3 clusters Score -6491690 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -6492752.000000 Penalty: 5171.043457
	Iteration 10Q: 3 clusters Score -6492752 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -6493310.000000 Penalty: 5171.043457
	Iteration 11Q: 3 clusters Score -6493310 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6493665.000000 Penalty: 5171.043457
	Iteration 12Q: 3 clusters Score -6493665 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6493829.500000 Penalty: 5171.043457
	Iteration 13Q: 3 clusters Score -6493830 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -6493900.500000 Penalty: 5171.043457
	Iteration 14Q: 3 clusters Score -6493900 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -6493975.500000 Penalty: 5171.043457
	Iteration 15Q: 3 clusters Score -6493976 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -6494010.000000 Penalty: 5171.043457
	Iteration 16Q: 3 clusters Score -6494010 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6494012.500000 Penalty: 5171.043457
	Iteration 17Q: 3 clusters Score -6494012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6494034.500000 Penalty: 5171.043457
	Iteration 18Q: 3 clusters Score -6494034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -6494040.000000 Penalty: 5171.043457
	Iteration 19Q: 3 clusters Score -6494040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -6494077.500000 Penalty: 5171.043457
	Iteration 20F: 3 clusters Score -6494078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6494081.500000 Penalty: 5171.043457
	Iteration 21Q: 3 clusters Score -6494082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6494106.000000 Penalty: 5171.043457
	Iteration 22Q: 3 clusters Score -6494106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6494108.000000 Penalty: 5171.043457
	Iteration 23Q: 3 clusters Score -6494108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -6494119.000000 Penalty: 5171.043457
	Iteration 24Q: 3 clusters Score -6494119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6494133.000000 Penalty: 5171.043457
	Iteration 25Q: 3 clusters Score -6494133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -6494139.500000 Penalty: 5171.043457
	Iteration 26Q: 3 clusters Score -6494140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6494162.000000 Penalty: 5171.043457
	Iteration 27Q: 3 clusters Score -6494162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -6494173.000000 Penalty: 5171.043457
	Iteration 28Q: 3 clusters Score -6494173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -6494192.000000 Penalty: 5171.043457
	Iteration 29Q: 3 clusters Score -6494192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6494195.000000 Penalty: 5171.043457
	Iteration 30Q: 3 clusters Score -6494195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -6494200.000000 Penalty: 5171.043457
	Iteration 31Q: 3 clusters Score -6494200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6494210.500000 Penalty: 5171.043457
	Iteration 32Q: 3 clusters Score -6494210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6494211.000000 Penalty: 5171.043457
	Iteration 33Q: 3 clusters Score -6494211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -6494210.000000 Penalty: 5171.043457
	Iteration 34Q: 3 clusters Score -6494210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -6494210.500000 Penalty: 5171.043457
	Iteration 35Q: 3 clusters Score -6494210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -6494210.000000 Penalty: 5171.043457
	Iteration 36Q: 3 clusters Score -6494210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6494217.000000 Penalty: 5171.043457
	Iteration 37Q: 3 clusters Score -6494217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -6494220.000000 Penalty: 5171.043457
	Iteration 38Q: 3 clusters Score -6494220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -6494219.000000 Penalty: 5171.043457
	Iteration 39Q: 3 clusters Score -6494219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -6494219.000000 Penalty: 5171.043457
	Iteration 40F: 3 clusters Score -6494219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -6494222.500000 Penalty: 5171.043457
	Iteration 41Q: 3 clusters Score -6494222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6494226.500000 Penalty: 5171.043457
	Iteration 42Q: 3 clusters Score -6494226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6494227.000000 Penalty: 5171.043457
	Iteration 43Q: 3 clusters Score -6494227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -6494227.000000 Penalty: 5171.043457
	Iteration 44Q: 3 clusters Score -6494227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -6494225.500000 Penalty: 5171.043457
	Iteration 45Q: 3 clusters Score -6494226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6494232.000000 Penalty: 5171.043457
	Iteration 46Q: 3 clusters Score -6494232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -6494229.500000 Penalty: 5171.043457
	Iteration 47Q: 3 clusters Score -6494230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6494230.500000 Penalty: 5171.043457
	Iteration 48Q: 3 clusters Score -6494230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -6494242.500000 Penalty: 5171.043457
	Iteration 49Q: 3 clusters Score -6494242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -6494239.500000 Penalty: 5171.043457
	Iteration 50Q: 3 clusters Score -6494240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -6494234.500000 Penalty: 5171.043457
	Iteration 51Q: 3 clusters Score -6494234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6494238.000000 Penalty: 5171.043457
	Iteration 52Q: 3 clusters Score -6494238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6494238.000000 Penalty: 5171.043457
	Iteration 53F: 3 clusters Score -6494238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Entering Unmasked Estep 
Score: -4958596.000000 Penalty: 2501.951416
	Iteration 0F: 2 clusters Score -4958596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4944201.500000 Penalty: 5003.902832
	Iteration 0F: 3 clusters Score -4944202 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4950007.500000 Penalty: 5003.902832
	Iteration 1F: 3 clusters Score -4950008 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4950378.000000 Penalty: 5003.902832
	Iteration 2F: 3 clusters Score -4950378 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4950731.500000 Penalty: 5003.902832
	Iteration 3Q: 3 clusters Score -4950732 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4951016.500000 Penalty: 5003.902832
	Iteration 4Q: 3 clusters Score -4951016 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4951301.000000 Penalty: 5003.902832
	Iteration 5Q: 3 clusters Score -4951301 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4951559.000000 Penalty: 5003.902832
	Iteration 6Q: 3 clusters Score -4951559 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4951866.500000 Penalty: 5003.902832
	Iteration 7Q: 3 clusters Score -4951866 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4952199.000000 Penalty: 5003.902832
	Iteration 8Q: 3 clusters Score -4952199 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4952577.000000 Penalty: 5003.902832
	Iteration 9Q: 3 clusters Score -4952577 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4953126.000000 Penalty: 5003.902832
	Iteration 10Q: 3 clusters Score -4953126 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4953901.500000 Penalty: 5003.902832
	Iteration 11F: 3 clusters Score -4953902 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4954920.500000 Penalty: 5003.902832
	Iteration 12F: 3 clusters Score -4954920 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4955949.000000 Penalty: 5003.902832
	Iteration 13F: 3 clusters Score -4955949 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4956610.500000 Penalty: 5003.902832
	Iteration 14Q: 3 clusters Score -4956610 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4956938.000000 Penalty: 5003.902832
	Iteration 15Q: 3 clusters Score -4956938 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -4957154.000000 Penalty: 5003.902832
	Iteration 16Q: 3 clusters Score -4957154 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -4957327.000000 Penalty: 5003.902832
	Iteration 17Q: 3 clusters Score -4957327 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4957473.500000 Penalty: 5003.902832
	Iteration 18Q: 3 clusters Score -4957474 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4957569.000000 Penalty: 5003.902832
	Iteration 19Q: 3 clusters Score -4957569 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4957654.500000 Penalty: 5003.902832
	Iteration 20F: 3 clusters Score -4957654 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4957674.500000 Penalty: 5003.902832
	Iteration 21Q: 3 clusters Score -4957674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4957689.500000 Penalty: 5003.902832
	Iteration 22Q: 3 clusters Score -4957690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4957686.000000 Penalty: 5003.902832
	Iteration 23Q: 3 clusters Score -4957686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4957708.000000 Penalty: 5003.902832
	Iteration 24Q: 3 clusters Score -4957708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -4957722.000000 Penalty: 5003.902832
	Iteration 25Q: 3 clusters Score -4957722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -4957755.000000 Penalty: 5003.902832
	Iteration 26Q: 3 clusters Score -4957755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4957743.500000 Penalty: 5003.902832
	Iteration 27Q: 3 clusters Score -4957744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4957756.500000 Penalty: 5003.902832
	Iteration 28Q: 3 clusters Score -4957756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4957764.000000 Penalty: 5003.902832
	Iteration 29Q: 3 clusters Score -4957764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4957775.000000 Penalty: 5003.902832
	Iteration 30Q: 3 clusters Score -4957775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4957776.000000 Penalty: 5003.902832
	Iteration 31Q: 3 clusters Score -4957776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4957782.500000 Penalty: 5003.902832
	Iteration 32Q: 3 clusters Score -4957782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4957785.500000 Penalty: 5003.902832
	Iteration 33Q: 3 clusters Score -4957786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4957777.500000 Penalty: 5003.902832
	Iteration 34Q: 3 clusters Score -4957778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4957781.500000 Penalty: 5003.902832
	Iteration 35Q: 3 clusters Score -4957782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4957786.000000 Penalty: 5003.902832
	Iteration 36Q: 3 clusters Score -4957786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -4957786.500000 Penalty: 5003.902832
	Iteration 37Q: 3 clusters Score -4957786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4957786.500000 Penalty: 5003.902832
	Iteration 38Q: 3 clusters Score -4957786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -4957786.000000 Penalty: 5003.902832
	Iteration 39Q: 3 clusters Score -4957786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -4957787.500000 Penalty: 5003.902832
	Iteration 40F: 3 clusters Score -4957788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4957784.000000 Penalty: 5003.902832
	Iteration 41Q: 3 clusters Score -4957784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4957785.500000 Penalty: 5003.902832
	Iteration 42Q: 3 clusters Score -4957786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4957785.500000 Penalty: 5003.902832
	Iteration 43Q: 3 clusters Score -4957786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4957785.000000 Penalty: 5003.902832
	Iteration 44Q: 3 clusters Score -4957785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4957778.500000 Penalty: 5003.902832
	Iteration 45Q: 3 clusters Score -4957778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4957774.000000 Penalty: 5003.902832
	Iteration 46Q: 3 clusters Score -4957774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4957778.500000 Penalty: 5003.902832
	Iteration 47Q: 3 clusters Score -4957778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4957783.000000 Penalty: 5003.902832
	Iteration 48Q: 3 clusters Score -4957783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4957778.500000 Penalty: 5003.902832
	Iteration 49Q: 3 clusters Score -4957778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -4957781.000000 Penalty: 5003.902832
	Iteration 50Q: 3 clusters Score -4957781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4957777.000000 Penalty: 5003.902832
	Iteration 51Q: 3 clusters Score -4957777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4957777.000000 Penalty: 5003.902832
	Iteration 52F: 3 clusters Score -4957777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Entering Unmasked Estep 
Score: -5484971.500000 Penalty: 2540.773438
	Iteration 0F: 2 clusters Score -5484972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5466870.500000 Penalty: 5081.546875
	Iteration 0F: 3 clusters Score -5466870 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5473640.500000 Penalty: 5081.546875
	Iteration 1F: 3 clusters Score -5473640 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5474027.000000 Penalty: 5081.546875
	Iteration 2Q: 3 clusters Score -5474027 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5474426.000000 Penalty: 5081.546875
	Iteration 3Q: 3 clusters Score -5474426 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -5474920.500000 Penalty: 5081.546875
	Iteration 4Q: 3 clusters Score -5474920 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5475602.000000 Penalty: 5081.546875
	Iteration 5Q: 3 clusters Score -5475602 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5476516.500000 Penalty: 5081.546875
	Iteration 6F: 3 clusters Score -5476516 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -5477697.500000 Penalty: 5081.546875
	Iteration 7F: 3 clusters Score -5477698 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -5479148.500000 Penalty: 5081.546875
	Iteration 8F: 3 clusters Score -5479148 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5480713.500000 Penalty: 5081.546875
	Iteration 9F: 3 clusters Score -5480714 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5481820.500000 Penalty: 5081.546875
	Iteration 10Q: 3 clusters Score -5481820 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5482325.000000 Penalty: 5081.546875
	Iteration 11Q: 3 clusters Score -5482325 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5482583.000000 Penalty: 5081.546875
	Iteration 12Q: 3 clusters Score -5482583 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -5482752.000000 Penalty: 5081.546875
	Iteration 13Q: 3 clusters Score -5482752 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5482820.500000 Penalty: 5081.546875
	Iteration 14Q: 3 clusters Score -5482820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -5482871.000000 Penalty: 5081.546875
	Iteration 15Q: 3 clusters Score -5482871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5482888.000000 Penalty: 5081.546875
	Iteration 16Q: 3 clusters Score -5482888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5482918.000000 Penalty: 5081.546875
	Iteration 17Q: 3 clusters Score -5482918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5482948.000000 Penalty: 5081.546875
	Iteration 18Q: 3 clusters Score -5482948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -5482961.000000 Penalty: 5081.546875
	Iteration 19Q: 3 clusters Score -5482961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5482976.000000 Penalty: 5081.546875
	Iteration 20F: 3 clusters Score -5482976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5482986.000000 Penalty: 5081.546875
	Iteration 21Q: 3 clusters Score -5482986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5482998.500000 Penalty: 5081.546875
	Iteration 22Q: 3 clusters Score -5482998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -5483003.000000 Penalty: 5081.546875
	Iteration 23Q: 3 clusters Score -5483003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5483004.500000 Penalty: 5081.546875
	Iteration 24Q: 3 clusters Score -5483004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -5483008.500000 Penalty: 5081.546875
	Iteration 25Q: 3 clusters Score -5483008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -5483016.500000 Penalty: 5081.546875
	Iteration 26Q: 3 clusters Score -5483016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5483019.500000 Penalty: 5081.546875
	Iteration 27Q: 3 clusters Score -5483020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5483023.500000 Penalty: 5081.546875
	Iteration 28Q: 3 clusters Score -5483024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5483025.500000 Penalty: 5081.546875
	Iteration 29Q: 3 clusters Score -5483026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5483023.500000 Penalty: 5081.546875
	Iteration 30Q: 3 clusters Score -5483024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5483032.000000 Penalty: 5081.546875
	Iteration 31Q: 3 clusters Score -5483032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5483032.500000 Penalty: 5081.546875
	Iteration 32Q: 3 clusters Score -5483032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5483033.000000 Penalty: 5081.546875
	Iteration 33Q: 3 clusters Score -5483033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5483039.000000 Penalty: 5081.546875
	Iteration 34Q: 3 clusters Score -5483039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5483039.000000 Penalty: 5081.546875
	Iteration 35F: 3 clusters Score -5483039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -758450.500000 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -758450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -754558.250000 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -754558.2 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -755454.437500 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -755454.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -755657.125000 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -755657.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -755754.875000 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -755754.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -755801.062500 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -755801.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -755833.250000 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -755833.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -755852.687500 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -755852.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -755865.562500 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -755865.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -755881.625000 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -755881.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -755900.125000 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -755900.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -755916.250000 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -755916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -755929.437500 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -755929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -755944.062500 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -755944.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -755961.687500 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -755961.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -755974.625000 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -755974.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -755990.562500 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -755990.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -756007.312500 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -756007.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -756020.812500 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -756020.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -756033.437500 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -756033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -756046.312500 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -756046.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -756059.562500 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -756059.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -756080.687500 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -756080.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -756099.750000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -756099.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -756108.875000 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -756108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -756121.062500 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -756121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -756128.750000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -756128.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -756140.500000 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -756140.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -756153.812500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -756153.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -756165.625000 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -756165.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -756179.250000 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -756179.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -756190.062500 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -756190.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -756204.687500 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -756204.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -756216.937500 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -756216.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -756227.312500 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -756227.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -756231.875000 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -756231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -756239.500000 Penalty: 4109.364258
	Iteration 35Q: 3 clusters Score -756239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -756247.437500 Penalty: 4109.364258
	Iteration 36Q: 3 clusters Score -756247.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -756260.500000 Penalty: 4109.364258
	Iteration 37Q: 3 clusters Score -756260.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -756270.562500 Penalty: 4109.364258
	Iteration 38Q: 3 clusters Score -756270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -756283.750000 Penalty: 4109.364258
	Iteration 39Q: 3 clusters Score -756283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -756299.000000 Penalty: 4109.364258
	Iteration 40F: 3 clusters Score -756299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -756312.250000 Penalty: 4109.364258
	Iteration 41Q: 3 clusters Score -756312.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -756321.812500 Penalty: 4109.364258
	Iteration 42Q: 3 clusters Score -756321.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -756327.437500 Penalty: 4109.364258
	Iteration 43Q: 3 clusters Score -756327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -756335.312500 Penalty: 4109.364258
	Iteration 44Q: 3 clusters Score -756335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -756345.125000 Penalty: 4109.364258
	Iteration 45Q: 3 clusters Score -756345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -756348.437500 Penalty: 4109.364258
	Iteration 46Q: 3 clusters Score -756348.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -756353.250000 Penalty: 4109.364258
	Iteration 47Q: 3 clusters Score -756353.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -756363.562500 Penalty: 4109.364258
	Iteration 48Q: 3 clusters Score -756363.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -756370.875000 Penalty: 4109.364258
	Iteration 49Q: 3 clusters Score -756370.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -756378.250000 Penalty: 4109.364258
	Iteration 50Q: 3 clusters Score -756378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -756385.062500 Penalty: 4109.364258
	Iteration 51Q: 3 clusters Score -756385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -756390.687500 Penalty: 4109.364258
	Iteration 52Q: 3 clusters Score -756390.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -756400.187500 Penalty: 4109.364258
	Iteration 53Q: 3 clusters Score -756400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -756413.312500 Penalty: 4109.364258
	Iteration 54Q: 3 clusters Score -756413.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -756425.250000 Penalty: 4109.364258
	Iteration 55Q: 3 clusters Score -756425.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -756436.812500 Penalty: 4109.364258
	Iteration 56Q: 3 clusters Score -756436.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -756443.125000 Penalty: 4109.364258
	Iteration 57Q: 3 clusters Score -756443.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -756446.312500 Penalty: 4109.364258
	Iteration 58Q: 3 clusters Score -756446.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -756448.500000 Penalty: 4109.364258
	Iteration 59Q: 3 clusters Score -756448.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -756457.062500 Penalty: 4109.364258
	Iteration 60F: 3 clusters Score -756457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -756462.562500 Penalty: 4109.364258
	Iteration 61Q: 3 clusters Score -756462.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -756467.187500 Penalty: 4109.364258
	Iteration 62Q: 3 clusters Score -756467.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -756472.437500 Penalty: 4109.364258
	Iteration 63Q: 3 clusters Score -756472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -756477.625000 Penalty: 4109.364258
	Iteration 64Q: 3 clusters Score -756477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -756479.000000 Penalty: 4109.364258
	Iteration 65Q: 3 clusters Score -756479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -756484.437500 Penalty: 4109.364258
	Iteration 66Q: 3 clusters Score -756484.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -756486.875000 Penalty: 4109.364258
	Iteration 67Q: 3 clusters Score -756486.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -756491.062500 Penalty: 4109.364258
	Iteration 68Q: 3 clusters Score -756491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -756491.250000 Penalty: 4109.364258
	Iteration 69Q: 3 clusters Score -756491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -756491.937500 Penalty: 4109.364258
	Iteration 70Q: 3 clusters Score -756491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -756494.562500 Penalty: 4109.364258
	Iteration 71Q: 3 clusters Score -756494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -756495.312500 Penalty: 4109.364258
	Iteration 72Q: 3 clusters Score -756495.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -756497.125000 Penalty: 4109.364258
	Iteration 73Q: 3 clusters Score -756497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -756500.625000 Penalty: 4109.364258
	Iteration 74Q: 3 clusters Score -756500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -756501.187500 Penalty: 4109.364258
	Iteration 75Q: 3 clusters Score -756501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -756503.125000 Penalty: 4109.364258
	Iteration 76Q: 3 clusters Score -756503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -756503.312500 Penalty: 4109.364258
	Iteration 77Q: 3 clusters Score -756503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -756503.312500 Penalty: 4109.364258
	Iteration 78F: 3 clusters Score -756503.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Entering Unmasked Estep 
Score: -2848871.250000 Penalty: 2395.145020
	Iteration 0F: 2 clusters Score -2848871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2837592.250000 Penalty: 4790.290039
	Iteration 0F: 3 clusters Score -2837592 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2841197.500000 Penalty: 4790.290039
	Iteration 1F: 3 clusters Score -2841198 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2841503.250000 Penalty: 4790.290039
	Iteration 2F: 3 clusters Score -2841503 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2841760.750000 Penalty: 4790.290039
	Iteration 3Q: 3 clusters Score -2841761 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2841986.000000 Penalty: 4790.290039
	Iteration 4Q: 3 clusters Score -2841986 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2842184.500000 Penalty: 4790.290039
	Iteration 5Q: 3 clusters Score -2842184 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2842389.750000 Penalty: 4790.290039
	Iteration 6Q: 3 clusters Score -2842390 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2842602.750000 Penalty: 4790.290039
	Iteration 7Q: 3 clusters Score -2842603 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2842835.500000 Penalty: 4790.290039
	Iteration 8Q: 3 clusters Score -2842836 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2843139.250000 Penalty: 4790.290039
	Iteration 9Q: 3 clusters Score -2843139 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2843492.500000 Penalty: 4790.290039
	Iteration 10Q: 3 clusters Score -2843492 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2843901.000000 Penalty: 4790.290039
	Iteration 11Q: 3 clusters Score -2843901 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2844369.250000 Penalty: 4790.290039
	Iteration 12Q: 3 clusters Score -2844369 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2844840.000000 Penalty: 4790.290039
	Iteration 13Q: 3 clusters Score -2844840 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2845310.000000 Penalty: 4790.290039
	Iteration 14Q: 3 clusters Score -2845310 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2845727.000000 Penalty: 4790.290039
	Iteration 15Q: 3 clusters Score -2845727 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2846090.000000 Penalty: 4790.290039
	Iteration 16Q: 3 clusters Score -2846090 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2846344.500000 Penalty: 4790.290039
	Iteration 17Q: 3 clusters Score -2846344 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2846481.000000 Penalty: 4790.290039
	Iteration 18Q: 3 clusters Score -2846481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2846554.000000 Penalty: 4790.290039
	Iteration 19Q: 3 clusters Score -2846554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2846593.000000 Penalty: 4790.290039
	Iteration 20F: 3 clusters Score -2846593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2846643.750000 Penalty: 4790.290039
	Iteration 21Q: 3 clusters Score -2846644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2846670.250000 Penalty: 4790.290039
	Iteration 22Q: 3 clusters Score -2846670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2846692.250000 Penalty: 4790.290039
	Iteration 23Q: 3 clusters Score -2846692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2846706.750000 Penalty: 4790.290039
	Iteration 24Q: 3 clusters Score -2846707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2846722.500000 Penalty: 4790.290039
	Iteration 25Q: 3 clusters Score -2846722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2846742.250000 Penalty: 4790.290039
	Iteration 26Q: 3 clusters Score -2846742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2846763.250000 Penalty: 4790.290039
	Iteration 27Q: 3 clusters Score -2846763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2846777.250000 Penalty: 4790.290039
	Iteration 28Q: 3 clusters Score -2846777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2846787.500000 Penalty: 4790.290039
	Iteration 29Q: 3 clusters Score -2846788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2846796.000000 Penalty: 4790.290039
	Iteration 30Q: 3 clusters Score -2846796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2846805.750000 Penalty: 4790.290039
	Iteration 31Q: 3 clusters Score -2846806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2846810.750000 Penalty: 4790.290039
	Iteration 32Q: 3 clusters Score -2846811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2846816.000000 Penalty: 4790.290039
	Iteration 33Q: 3 clusters Score -2846816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2846817.000000 Penalty: 4790.290039
	Iteration 34Q: 3 clusters Score -2846817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2846821.500000 Penalty: 4790.290039
	Iteration 35Q: 3 clusters Score -2846822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2846825.500000 Penalty: 4790.290039
	Iteration 36Q: 3 clusters Score -2846826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2846825.500000 Penalty: 4790.290039
	Iteration 37F: 3 clusters Score -2846826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Entering Unmasked Estep 
Score: -5214131.500000 Penalty: 2515.809326
	Iteration 0F: 2 clusters Score -5214132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5199292.500000 Penalty: 5031.618652
	Iteration 0F: 3 clusters Score -5199292 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5205474.500000 Penalty: 5031.618652
	Iteration 1F: 3 clusters Score -5205474 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5205915.500000 Penalty: 5031.618652
	Iteration 2F: 3 clusters Score -5205916 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -5206299.500000 Penalty: 5031.618652
	Iteration 3Q: 3 clusters Score -5206300 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5206687.500000 Penalty: 5031.618652
	Iteration 4Q: 3 clusters Score -5206688 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5207051.500000 Penalty: 5031.618652
	Iteration 5Q: 3 clusters Score -5207052 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -5207458.000000 Penalty: 5031.618652
	Iteration 6Q: 3 clusters Score -5207458 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -5207751.500000 Penalty: 5031.618652
	Iteration 7Q: 3 clusters Score -5207752 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5208129.000000 Penalty: 5031.618652
	Iteration 8Q: 3 clusters Score -5208129 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -5208483.500000 Penalty: 5031.618652
	Iteration 9Q: 3 clusters Score -5208484 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -5208883.500000 Penalty: 5031.618652
	Iteration 10Q: 3 clusters Score -5208884 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5209320.500000 Penalty: 5031.618652
	Iteration 11Q: 3 clusters Score -5209320 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -5209749.000000 Penalty: 5031.618652
	Iteration 12Q: 3 clusters Score -5209749 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5210096.500000 Penalty: 5031.618652
	Iteration 13Q: 3 clusters Score -5210096 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5210351.500000 Penalty: 5031.618652
	Iteration 14Q: 3 clusters Score -5210352 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -5210561.000000 Penalty: 5031.618652
	Iteration 15Q: 3 clusters Score -5210561 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -5210751.500000 Penalty: 5031.618652
	Iteration 16Q: 3 clusters Score -5210752 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5210950.500000 Penalty: 5031.618652
	Iteration 17Q: 3 clusters Score -5210950 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5211299.500000 Penalty: 5031.618652
	Iteration 18Q: 3 clusters Score -5211300 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5211544.000000 Penalty: 5031.618652
	Iteration 19Q: 3 clusters Score -5211544 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -5211728.000000 Penalty: 5031.618652
	Iteration 20F: 3 clusters Score -5211728 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -5211868.500000 Penalty: 5031.618652
	Iteration 21Q: 3 clusters Score -5211868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -5211968.500000 Penalty: 5031.618652
	Iteration 22Q: 3 clusters Score -5211968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5212034.500000 Penalty: 5031.618652
	Iteration 23Q: 3 clusters Score -5212034 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5212076.000000 Penalty: 5031.618652
	Iteration 24Q: 3 clusters Score -5212076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5212131.000000 Penalty: 5031.618652
	Iteration 25Q: 3 clusters Score -5212131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5212164.500000 Penalty: 5031.618652
	Iteration 26Q: 3 clusters Score -5212164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -5212181.000000 Penalty: 5031.618652
	Iteration 27Q: 3 clusters Score -5212181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -5212209.500000 Penalty: 5031.618652
	Iteration 28Q: 3 clusters Score -5212210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5212235.000000 Penalty: 5031.618652
	Iteration 29Q: 3 clusters Score -5212235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5212241.500000 Penalty: 5031.618652
	Iteration 30Q: 3 clusters Score -5212242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -5212243.000000 Penalty: 5031.618652
	Iteration 31Q: 3 clusters Score -5212243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -5212265.000000 Penalty: 5031.618652
	Iteration 32Q: 3 clusters Score -5212265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -5212283.500000 Penalty: 5031.618652
	Iteration 33Q: 3 clusters Score -5212284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5212283.500000 Penalty: 5031.618652
	Iteration 34Q: 3 clusters Score -5212284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -5212289.000000 Penalty: 5031.618652
	Iteration 35Q: 3 clusters Score -5212289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5212298.000000 Penalty: 5031.618652
	Iteration 36Q: 3 clusters Score -5212298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -5212298.000000 Penalty: 5031.618652
	Iteration 37Q: 3 clusters Score -5212298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5212301.500000 Penalty: 5031.618652
	Iteration 38Q: 3 clusters Score -5212302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5212310.500000 Penalty: 5031.618652
	Iteration 39Q: 3 clusters Score -5212310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5212315.500000 Penalty: 5031.618652
	Iteration 40F: 3 clusters Score -5212316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5212319.000000 Penalty: 5031.618652
	Iteration 41Q: 3 clusters Score -5212319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -5212318.500000 Penalty: 5031.618652
	Iteration 42Q: 3 clusters Score -5212318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5212320.000000 Penalty: 5031.618652
	Iteration 43Q: 3 clusters Score -5212320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -5212318.500000 Penalty: 5031.618652
	Iteration 44Q: 3 clusters Score -5212318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5212319.000000 Penalty: 5031.618652
	Iteration 45Q: 3 clusters Score -5212319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -5212320.000000 Penalty: 5031.618652
	Iteration 46Q: 3 clusters Score -5212320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5212320.000000 Penalty: 5031.618652
	Iteration 47Q: 3 clusters Score -5212320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -5212317.000000 Penalty: 5031.618652
	Iteration 48Q: 3 clusters Score -5212317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5212322.500000 Penalty: 5031.618652
	Iteration 49Q: 3 clusters Score -5212322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5212326.500000 Penalty: 5031.618652
	Iteration 50Q: 3 clusters Score -5212326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5212326.500000 Penalty: 5031.618652
	Iteration 51F: 3 clusters Score -5212326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Entering Unmasked Estep 
Score: -6593893.500000 Penalty: 2592.056396
	Iteration 0F: 2 clusters Score -6593894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6571855.000000 Penalty: 5184.112793
	Iteration 0F: 3 clusters Score -6571855 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6580465.000000 Penalty: 5184.112793
	Iteration 1F: 3 clusters Score -6580465 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6581017.000000 Penalty: 5184.112793
	Iteration 2Q: 3 clusters Score -6581017 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6581608.500000 Penalty: 5184.112793
	Iteration 3Q: 3 clusters Score -6581608 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -6582190.000000 Penalty: 5184.112793
	Iteration 4Q: 3 clusters Score -6582190 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -6582711.500000 Penalty: 5184.112793
	Iteration 5Q: 3 clusters Score -6582712 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -6583176.000000 Penalty: 5184.112793
	Iteration 6Q: 3 clusters Score -6583176 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6583615.500000 Penalty: 5184.112793
	Iteration 7Q: 3 clusters Score -6583616 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -6583959.500000 Penalty: 5184.112793
	Iteration 8Q: 3 clusters Score -6583960 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6584332.500000 Penalty: 5184.112793
	Iteration 9Q: 3 clusters Score -6584332 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -6584740.500000 Penalty: 5184.112793
	Iteration 10Q: 3 clusters Score -6584740 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -6585255.000000 Penalty: 5184.112793
	Iteration 11Q: 3 clusters Score -6585255 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -6586006.500000 Penalty: 5184.112793
	Iteration 12Q: 3 clusters Score -6586006 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6586990.500000 Penalty: 5184.112793
	Iteration 13Q: 3 clusters Score -6586990 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -6588202.000000 Penalty: 5184.112793
	Iteration 14F: 3 clusters Score -6588202 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -6589393.500000 Penalty: 5184.112793
	Iteration 15F: 3 clusters Score -6589394 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -6590480.500000 Penalty: 5184.112793
	Iteration 16Q: 3 clusters Score -6590480 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -6591167.500000 Penalty: 5184.112793
	Iteration 17Q: 3 clusters Score -6591168 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -6591573.000000 Penalty: 5184.112793
	Iteration 18Q: 3 clusters Score -6591573 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -6591815.500000 Penalty: 5184.112793
	Iteration 19Q: 3 clusters Score -6591816 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -6591931.500000 Penalty: 5184.112793
	Iteration 20F: 3 clusters Score -6591932 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6592030.000000 Penalty: 5184.112793
	Iteration 21Q: 3 clusters Score -6592030 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6592108.000000 Penalty: 5184.112793
	Iteration 22Q: 3 clusters Score -6592108 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -6592141.000000 Penalty: 5184.112793
	Iteration 23Q: 3 clusters Score -6592141 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -6592197.500000 Penalty: 5184.112793
	Iteration 24Q: 3 clusters Score -6592198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6592237.500000 Penalty: 5184.112793
	Iteration 25Q: 3 clusters Score -6592238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6592280.000000 Penalty: 5184.112793
	Iteration 26Q: 3 clusters Score -6592280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6592265.000000 Penalty: 5184.112793
	Iteration 27Q: 3 clusters Score -6592265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6592314.500000 Penalty: 5184.112793
	Iteration 28Q: 3 clusters Score -6592314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6592328.000000 Penalty: 5184.112793
	Iteration 29Q: 3 clusters Score -6592328 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6592330.000000 Penalty: 5184.112793
	Iteration 30Q: 3 clusters Score -6592330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6592306.500000 Penalty: 5184.112793
	Iteration 31Q: 3 clusters Score -6592306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6592311.000000 Penalty: 5184.112793
	Iteration 32Q: 3 clusters Score -6592311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6592308.000000 Penalty: 5184.112793
	Iteration 33Q: 3 clusters Score -6592308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6592302.000000 Penalty: 5184.112793
	Iteration 34Q: 3 clusters Score -6592302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6592279.500000 Penalty: 5184.112793
	Iteration 35Q: 3 clusters Score -6592280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6592291.000000 Penalty: 5184.112793
	Iteration 36Q: 3 clusters Score -6592291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6592281.000000 Penalty: 5184.112793
	Iteration 37Q: 3 clusters Score -6592281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6592295.500000 Penalty: 5184.112793
	Iteration 38Q: 3 clusters Score -6592296 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6592282.500000 Penalty: 5184.112793
	Iteration 39Q: 3 clusters Score -6592282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -6592286.000000 Penalty: 5184.112793
	Iteration 40F: 3 clusters Score -6592286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6592283.500000 Penalty: 5184.112793
	Iteration 41Q: 3 clusters Score -6592284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6592284.500000 Penalty: 5184.112793
	Iteration 42Q: 3 clusters Score -6592284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -6592266.500000 Penalty: 5184.112793
	Iteration 43Q: 3 clusters Score -6592266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6592267.500000 Penalty: 5184.112793
	Iteration 44Q: 3 clusters Score -6592268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6592262.000000 Penalty: 5184.112793
	Iteration 45Q: 3 clusters Score -6592262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6592258.000000 Penalty: 5184.112793
	Iteration 46Q: 3 clusters Score -6592258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6592253.500000 Penalty: 5184.112793
	Iteration 47Q: 3 clusters Score -6592254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6592249.500000 Penalty: 5184.112793
	Iteration 48Q: 3 clusters Score -6592250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6592245.000000 Penalty: 5184.112793
	Iteration 49Q: 3 clusters Score -6592245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6592243.000000 Penalty: 5184.112793
	Iteration 50Q: 3 clusters Score -6592243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6592247.500000 Penalty: 5184.112793
	Iteration 51Q: 3 clusters Score -6592248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6592257.000000 Penalty: 5184.112793
	Iteration 52Q: 3 clusters Score -6592257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6592264.000000 Penalty: 5184.112793
	Iteration 53Q: 3 clusters Score -6592264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6592257.500000 Penalty: 5184.112793
	Iteration 54Q: 3 clusters Score -6592258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6592268.000000 Penalty: 5184.112793
	Iteration 55Q: 3 clusters Score -6592268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6592263.500000 Penalty: 5184.112793
	Iteration 56Q: 3 clusters Score -6592264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6592255.000000 Penalty: 5184.112793
	Iteration 57Q: 3 clusters Score -6592255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6592248.000000 Penalty: 5184.112793
	Iteration 58Q: 3 clusters Score -6592248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -6592252.500000 Penalty: 5184.112793
	Iteration 59Q: 3 clusters Score -6592252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6592242.500000 Penalty: 5184.112793
	Iteration 60F: 3 clusters Score -6592242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6592249.500000 Penalty: 5184.112793
	Iteration 61Q: 3 clusters Score -6592250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6592248.000000 Penalty: 5184.112793
	Iteration 62Q: 3 clusters Score -6592248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6592248.000000 Penalty: 5184.112793
	Iteration 63F: 3 clusters Score -6592248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Entering Unmasked Estep 
Score: -3176715.250000 Penalty: 2407.347656
	Iteration 0F: 2 clusters Score -3176715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3164915.500000 Penalty: 4814.695312
	Iteration 0F: 3 clusters Score -3164916 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3168766.750000 Penalty: 4814.695312
	Iteration 1F: 3 clusters Score -3168767 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3169074.250000 Penalty: 4814.695312
	Iteration 2F: 3 clusters Score -3169074 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -3169324.500000 Penalty: 4814.695312
	Iteration 3Q: 3 clusters Score -3169324 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3169515.250000 Penalty: 4814.695312
	Iteration 4Q: 3 clusters Score -3169515 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3169681.500000 Penalty: 4814.695312
	Iteration 5Q: 3 clusters Score -3169682 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -3169858.750000 Penalty: 4814.695312
	Iteration 6Q: 3 clusters Score -3169859 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3170052.500000 Penalty: 4814.695312
	Iteration 7Q: 3 clusters Score -3170052 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3170289.500000 Penalty: 4814.695312
	Iteration 8Q: 3 clusters Score -3170290 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -3170553.500000 Penalty: 4814.695312
	Iteration 9Q: 3 clusters Score -3170554 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3170980.750000 Penalty: 4814.695312
	Iteration 10Q: 3 clusters Score -3170981 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3171513.750000 Penalty: 4814.695312
	Iteration 11Q: 3 clusters Score -3171514 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3172162.000000 Penalty: 4814.695312
	Iteration 12F: 3 clusters Score -3172162 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3172816.500000 Penalty: 4814.695312
	Iteration 13F: 3 clusters Score -3172816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3173386.500000 Penalty: 4814.695312
	Iteration 14Q: 3 clusters Score -3173386 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3173800.000000 Penalty: 4814.695312
	Iteration 15Q: 3 clusters Score -3173800 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3174103.750000 Penalty: 4814.695312
	Iteration 16Q: 3 clusters Score -3174104 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3174286.500000 Penalty: 4814.695312
	Iteration 17Q: 3 clusters Score -3174286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3174384.000000 Penalty: 4814.695312
	Iteration 18Q: 3 clusters Score -3174384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3174462.750000 Penalty: 4814.695312
	Iteration 19Q: 3 clusters Score -3174463 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3174510.500000 Penalty: 4814.695312
	Iteration 20F: 3 clusters Score -3174510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3174546.750000 Penalty: 4814.695312
	Iteration 21Q: 3 clusters Score -3174547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3174563.750000 Penalty: 4814.695312
	Iteration 22Q: 3 clusters Score -3174564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3174577.250000 Penalty: 4814.695312
	Iteration 23Q: 3 clusters Score -3174577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3174596.500000 Penalty: 4814.695312
	Iteration 24Q: 3 clusters Score -3174596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -3174598.750000 Penalty: 4814.695312
	Iteration 25Q: 3 clusters Score -3174599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3174602.250000 Penalty: 4814.695312
	Iteration 26Q: 3 clusters Score -3174602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3174607.750000 Penalty: 4814.695312
	Iteration 27Q: 3 clusters Score -3174608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3174607.750000 Penalty: 4814.695312
	Iteration 28F: 3 clusters Score -3174608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135168.390625 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135168.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -135397.468750 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135397.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135537.890625 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135537.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135618.265625 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135618.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135757.031250 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135917.734375 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135917.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135976.187500 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135976.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -136031.421875 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -136031.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -136076.656250 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -136076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136109.187500 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -136109.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136129.421875 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -136129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136141.687500 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -136141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -136149.781250 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -136149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -136163.484375 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -136163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136169.015625 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -136169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -136181.796875 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -136181.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136188.140625 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -136188.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136191.812500 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -136191.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136193.062500 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -136193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136201.625000 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -136201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136211.953125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -136212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136217.937500 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -136217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136223.046875 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -136223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136228.515625 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -136228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136234.562500 Penalty: 3293.378418
	Iteration 24Q: 3 clusters Score -136234.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136237.078125 Penalty: 3293.378418
	Iteration 25Q: 3 clusters Score -136237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136237.078125 Penalty: 3293.378418
	Iteration 26F: 3 clusters Score -136237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Entering Unmasked Estep 
Score: -5648111.500000 Penalty: 2550.756592
	Iteration 0F: 2 clusters Score -5648112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5629248.500000 Penalty: 5101.513184
	Iteration 0F: 3 clusters Score -5629248 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5636390.000000 Penalty: 5101.513184
	Iteration 1F: 3 clusters Score -5636390 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -5636775.500000 Penalty: 5101.513184
	Iteration 2Q: 3 clusters Score -5636776 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5637112.500000 Penalty: 5101.513184
	Iteration 3Q: 3 clusters Score -5637112 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5637470.000000 Penalty: 5101.513184
	Iteration 4Q: 3 clusters Score -5637470 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -5637956.500000 Penalty: 5101.513184
	Iteration 5Q: 3 clusters Score -5637956 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -5638502.500000 Penalty: 5101.513184
	Iteration 6Q: 3 clusters Score -5638502 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5639206.000000 Penalty: 5101.513184
	Iteration 7Q: 3 clusters Score -5639206 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -5640182.000000 Penalty: 5101.513184
	Iteration 8F: 3 clusters Score -5640182 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -5641429.000000 Penalty: 5101.513184
	Iteration 9F: 3 clusters Score -5641429 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -5642853.500000 Penalty: 5101.513184
	Iteration 10F: 3 clusters Score -5642854 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -5644123.000000 Penalty: 5101.513184
	Iteration 11F: 3 clusters Score -5644123 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5644866.500000 Penalty: 5101.513184
	Iteration 12Q: 3 clusters Score -5644866 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -5645211.000000 Penalty: 5101.513184
	Iteration 13Q: 3 clusters Score -5645211 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -5645403.000000 Penalty: 5101.513184
	Iteration 14Q: 3 clusters Score -5645403 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -5645535.000000 Penalty: 5101.513184
	Iteration 15Q: 3 clusters Score -5645535 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -5645656.500000 Penalty: 5101.513184
	Iteration 16Q: 3 clusters Score -5645656 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -5645725.500000 Penalty: 5101.513184
	Iteration 17Q: 3 clusters Score -5645726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -5645836.500000 Penalty: 5101.513184
	Iteration 18Q: 3 clusters Score -5645836 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5645911.000000 Penalty: 5101.513184
	Iteration 19Q: 3 clusters Score -5645911 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -5645955.000000 Penalty: 5101.513184
	Iteration 20F: 3 clusters Score -5645955 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -5646004.500000 Penalty: 5101.513184
	Iteration 21Q: 3 clusters Score -5646004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -5646030.500000 Penalty: 5101.513184
	Iteration 22Q: 3 clusters Score -5646030 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -5646033.500000 Penalty: 5101.513184
	Iteration 23Q: 3 clusters Score -5646034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5646060.000000 Penalty: 5101.513184
	Iteration 24Q: 3 clusters Score -5646060 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5646077.500000 Penalty: 5101.513184
	Iteration 25Q: 3 clusters Score -5646078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -5646113.500000 Penalty: 5101.513184
	Iteration 26Q: 3 clusters Score -5646114 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -5646109.000000 Penalty: 5101.513184
	Iteration 27Q: 3 clusters Score -5646109 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -5646129.000000 Penalty: 5101.513184
	Iteration 28Q: 3 clusters Score -5646129 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -5646104.500000 Penalty: 5101.513184
	Iteration 29Q: 3 clusters Score -5646104 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5646124.000000 Penalty: 5101.513184
	Iteration 30Q: 3 clusters Score -5646124 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -5646124.000000 Penalty: 5101.513184
	Iteration 31Q: 3 clusters Score -5646124 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5646156.000000 Penalty: 5101.513184
	Iteration 32Q: 3 clusters Score -5646156 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5646159.500000 Penalty: 5101.513184
	Iteration 33Q: 3 clusters Score -5646160 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -5646154.000000 Penalty: 5101.513184
	Iteration 34Q: 3 clusters Score -5646154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5646126.500000 Penalty: 5101.513184
	Iteration 35Q: 3 clusters Score -5646126 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5646126.000000 Penalty: 5101.513184
	Iteration 36Q: 3 clusters Score -5646126 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5646114.000000 Penalty: 5101.513184
	Iteration 37Q: 3 clusters Score -5646114 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5646085.000000 Penalty: 5101.513184
	Iteration 38Q: 3 clusters Score -5646085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5646059.500000 Penalty: 5101.513184
	Iteration 39Q: 3 clusters Score -5646060 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -5646043.500000 Penalty: 5101.513184
	Iteration 40F: 3 clusters Score -5646044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5646066.500000 Penalty: 5101.513184
	Iteration 41Q: 3 clusters Score -5646066 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5646065.000000 Penalty: 5101.513184
	Iteration 42Q: 3 clusters Score -5646065 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5646053.000000 Penalty: 5101.513184
	Iteration 43Q: 3 clusters Score -5646053 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -5646044.500000 Penalty: 5101.513184
	Iteration 44Q: 3 clusters Score -5646044 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5645993.000000 Penalty: 5101.513184
	Iteration 45Q: 3 clusters Score -5645993 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5645998.500000 Penalty: 5101.513184
	Iteration 46Q: 3 clusters Score -5645998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5645985.500000 Penalty: 5101.513184
	Iteration 47Q: 3 clusters Score -5645986 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -5645968.000000 Penalty: 5101.513184
	Iteration 48Q: 3 clusters Score -5645968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5645941.500000 Penalty: 5101.513184
	Iteration 49Q: 3 clusters Score -5645942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5645926.000000 Penalty: 5101.513184
	Iteration 50Q: 3 clusters Score -5645926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -5645890.000000 Penalty: 5101.513184
	Iteration 51Q: 3 clusters Score -5645890 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5645883.000000 Penalty: 5101.513184
	Iteration 52Q: 3 clusters Score -5645883 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5645878.000000 Penalty: 5101.513184
	Iteration 53Q: 3 clusters Score -5645878 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -5645869.500000 Penalty: 5101.513184
	Iteration 54Q: 3 clusters Score -5645870 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -5645841.000000 Penalty: 5101.513184
	Iteration 55Q: 3 clusters Score -5645841 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5645820.500000 Penalty: 5101.513184
	Iteration 56Q: 3 clusters Score -5645820 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5645812.000000 Penalty: 5101.513184
	Iteration 57Q: 3 clusters Score -5645812 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -5645773.000000 Penalty: 5101.513184
	Iteration 58Q: 3 clusters Score -5645773 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5645782.000000 Penalty: 5101.513184
	Iteration 59Q: 3 clusters Score -5645782 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -5645758.500000 Penalty: 5101.513184
	Iteration 60F: 3 clusters Score -5645758 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -5645751.000000 Penalty: 5101.513184
	Iteration 61Q: 3 clusters Score -5645751 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5645725.500000 Penalty: 5101.513184
	Iteration 62Q: 3 clusters Score -5645726 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -5645724.500000 Penalty: 5101.513184
	Iteration 63Q: 3 clusters Score -5645724 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5645719.000000 Penalty: 5101.513184
	Iteration 64Q: 3 clusters Score -5645719 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5645700.000000 Penalty: 5101.513184
	Iteration 65Q: 3 clusters Score -5645700 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5645700.000000 Penalty: 5101.513184
	Iteration 66Q: 3 clusters Score -5645700 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5645719.500000 Penalty: 5101.513184
	Iteration 67Q: 3 clusters Score -5645720 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5645711.000000 Penalty: 5101.513184
	Iteration 68Q: 3 clusters Score -5645711 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5645714.000000 Penalty: 5101.513184
	Iteration 69Q: 3 clusters Score -5645714 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5645700.000000 Penalty: 5101.513184
	Iteration 70Q: 3 clusters Score -5645700 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5645690.000000 Penalty: 5101.513184
	Iteration 71Q: 3 clusters Score -5645690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -5645682.000000 Penalty: 5101.513184
	Iteration 72Q: 3 clusters Score -5645682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5645696.000000 Penalty: 5101.513184
	Iteration 73Q: 3 clusters Score -5645696 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5645720.000000 Penalty: 5101.513184
	Iteration 74Q: 3 clusters Score -5645720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5645739.500000 Penalty: 5101.513184
	Iteration 75Q: 3 clusters Score -5645740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5645782.500000 Penalty: 5101.513184
	Iteration 76Q: 3 clusters Score -5645782 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5645822.500000 Penalty: 5101.513184
	Iteration 77Q: 3 clusters Score -5645822 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -5645850.000000 Penalty: 5101.513184
	Iteration 78Q: 3 clusters Score -5645850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5645886.500000 Penalty: 5101.513184
	Iteration 79Q: 3 clusters Score -5645886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -5645909.500000 Penalty: 5101.513184
	Iteration 80F: 3 clusters Score -5645910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -5645942.000000 Penalty: 5101.513184
	Iteration 81Q: 3 clusters Score -5645942 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5645945.000000 Penalty: 5101.513184
	Iteration 82Q: 3 clusters Score -5645945 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5645945.500000 Penalty: 5101.513184
	Iteration 83Q: 3 clusters Score -5645946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5645960.000000 Penalty: 5101.513184
	Iteration 84Q: 3 clusters Score -5645960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5645966.000000 Penalty: 5101.513184
	Iteration 85Q: 3 clusters Score -5645966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -5645963.000000 Penalty: 5101.513184
	Iteration 86Q: 3 clusters Score -5645963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5645964.000000 Penalty: 5101.513184
	Iteration 87Q: 3 clusters Score -5645964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5645968.000000 Penalty: 5101.513184
	Iteration 88Q: 3 clusters Score -5645968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -5645981.000000 Penalty: 5101.513184
	Iteration 89Q: 3 clusters Score -5645981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5645990.000000 Penalty: 5101.513184
	Iteration 90Q: 3 clusters Score -5645990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5645993.500000 Penalty: 5101.513184
	Iteration 91Q: 3 clusters Score -5645994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5646003.000000 Penalty: 5101.513184
	Iteration 92Q: 3 clusters Score -5646003 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -5645997.000000 Penalty: 5101.513184
	Iteration 93Q: 3 clusters Score -5645997 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5645996.000000 Penalty: 5101.513184
	Iteration 94Q: 3 clusters Score -5645996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -5645997.500000 Penalty: 5101.513184
	Iteration 95Q: 3 clusters Score -5645998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5645998.000000 Penalty: 5101.513184
	Iteration 96Q: 3 clusters Score -5645998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5646005.500000 Penalty: 5101.513184
	Iteration 97Q: 3 clusters Score -5646006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5646004.500000 Penalty: 5101.513184
	Iteration 98Q: 3 clusters Score -5646004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5646008.000000 Penalty: 5101.513184
	Iteration 99Q: 3 clusters Score -5646008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5646014.000000 Penalty: 5101.513184
	Iteration 100F: 3 clusters Score -5646014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -5646012.000000 Penalty: 5101.513184
	Iteration 101Q: 3 clusters Score -5646012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -5646020.000000 Penalty: 5101.513184
	Iteration 102Q: 3 clusters Score -5646020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -5646000.500000 Penalty: 5101.513184
	Iteration 103Q: 3 clusters Score -5646000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -5646021.500000 Penalty: 5101.513184
	Iteration 104Q: 3 clusters Score -5646022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -5646008.000000 Penalty: 5101.513184
	Iteration 105Q: 3 clusters Score -5646008 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5646022.000000 Penalty: 5101.513184
	Iteration 106Q: 3 clusters Score -5646022 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5646014.500000 Penalty: 5101.513184
	Iteration 107Q: 3 clusters Score -5646014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -5646019.000000 Penalty: 5101.513184
	Iteration 108Q: 3 clusters Score -5646019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5646013.000000 Penalty: 5101.513184
	Iteration 109Q: 3 clusters Score -5646013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5646005.500000 Penalty: 5101.513184
	Iteration 110Q: 3 clusters Score -5646006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5646011.500000 Penalty: 5101.513184
	Iteration 111Q: 3 clusters Score -5646012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -5646042.000000 Penalty: 5101.513184
	Iteration 112Q: 3 clusters Score -5646042 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -5646048.000000 Penalty: 5101.513184
	Iteration 113Q: 3 clusters Score -5646048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -5646059.500000 Penalty: 5101.513184
	Iteration 114Q: 3 clusters Score -5646060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5646087.000000 Penalty: 5101.513184
	Iteration 115Q: 3 clusters Score -5646087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -5646100.500000 Penalty: 5101.513184
	Iteration 116Q: 3 clusters Score -5646100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -5646108.500000 Penalty: 5101.513184
	Iteration 117Q: 3 clusters Score -5646108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -5646119.000000 Penalty: 5101.513184
	Iteration 118Q: 3 clusters Score -5646119 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5646141.000000 Penalty: 5101.513184
	Iteration 119Q: 3 clusters Score -5646141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -5646138.000000 Penalty: 5101.513184
	Iteration 120F: 3 clusters Score -5646138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -5646140.500000 Penalty: 5101.513184
	Iteration 121Q: 3 clusters Score -5646140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5646147.000000 Penalty: 5101.513184
	Iteration 122Q: 3 clusters Score -5646147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5646164.000000 Penalty: 5101.513184
	Iteration 123Q: 3 clusters Score -5646164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5646167.000000 Penalty: 5101.513184
	Iteration 124Q: 3 clusters Score -5646167 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5646179.000000 Penalty: 5101.513184
	Iteration 125Q: 3 clusters Score -5646179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5646171.500000 Penalty: 5101.513184
	Iteration 126Q: 3 clusters Score -5646172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5646187.000000 Penalty: 5101.513184
	Iteration 127Q: 3 clusters Score -5646187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5646173.000000 Penalty: 5101.513184
	Iteration 128Q: 3 clusters Score -5646173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5646180.500000 Penalty: 5101.513184
	Iteration 129Q: 3 clusters Score -5646180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5646186.000000 Penalty: 5101.513184
	Iteration 130Q: 3 clusters Score -5646186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5646183.500000 Penalty: 5101.513184
	Iteration 131Q: 3 clusters Score -5646184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5646197.000000 Penalty: 5101.513184
	Iteration 132Q: 3 clusters Score -5646197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5646199.500000 Penalty: 5101.513184
	Iteration 133Q: 3 clusters Score -5646200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5646189.500000 Penalty: 5101.513184
	Iteration 134Q: 3 clusters Score -5646190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5646188.000000 Penalty: 5101.513184
	Iteration 135Q: 3 clusters Score -5646188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -5646192.000000 Penalty: 5101.513184
	Iteration 136Q: 3 clusters Score -5646192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5646188.500000 Penalty: 5101.513184
	Iteration 137Q: 3 clusters Score -5646188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5646186.500000 Penalty: 5101.513184
	Iteration 138Q: 3 clusters Score -5646186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5646185.000000 Penalty: 5101.513184
	Iteration 139Q: 3 clusters Score -5646185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5646191.000000 Penalty: 5101.513184
	Iteration 140F: 3 clusters Score -5646191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5646194.000000 Penalty: 5101.513184
	Iteration 141Q: 3 clusters Score -5646194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5646197.000000 Penalty: 5101.513184
	Iteration 142Q: 3 clusters Score -5646197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5646197.000000 Penalty: 5101.513184
	Iteration 143Q: 3 clusters Score -5646197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5646197.000000 Penalty: 5101.513184
	Iteration 144F: 3 clusters Score -5646197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Entering Unmasked Estep 
Score: -4190168.750000 Penalty: 2459.500732
	Iteration 0F: 2 clusters Score -4190169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -4177695.500000 Penalty: 4919.001465
	Iteration 0F: 3 clusters Score -4177696 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4182443.500000 Penalty: 4919.001465
	Iteration 1F: 3 clusters Score -4182444 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4182830.750000 Penalty: 4919.001465
	Iteration 2F: 3 clusters Score -4182831 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4183215.000000 Penalty: 4919.001465
	Iteration 3Q: 3 clusters Score -4183215 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -4183515.500000 Penalty: 4919.001465
	Iteration 4Q: 3 clusters Score -4183516 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -4183831.750000 Penalty: 4919.001465
	Iteration 5Q: 3 clusters Score -4183832 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4184115.250000 Penalty: 4919.001465
	Iteration 6Q: 3 clusters Score -4184115 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4184508.000000 Penalty: 4919.001465
	Iteration 7Q: 3 clusters Score -4184508 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4184941.250000 Penalty: 4919.001465
	Iteration 8Q: 3 clusters Score -4184941 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4185442.250000 Penalty: 4919.001465
	Iteration 9Q: 3 clusters Score -4185442 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4185968.500000 Penalty: 4919.001465
	Iteration 10Q: 3 clusters Score -4185968 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4186389.750000 Penalty: 4919.001465
	Iteration 11Q: 3 clusters Score -4186390 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4186773.250000 Penalty: 4919.001465
	Iteration 12Q: 3 clusters Score -4186773 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4186983.500000 Penalty: 4919.001465
	Iteration 13Q: 3 clusters Score -4186984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4187120.500000 Penalty: 4919.001465
	Iteration 14Q: 3 clusters Score -4187120 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4187274.250000 Penalty: 4919.001465
	Iteration 15Q: 3 clusters Score -4187274 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -4187397.750000 Penalty: 4919.001465
	Iteration 16Q: 3 clusters Score -4187398 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4187520.000000 Penalty: 4919.001465
	Iteration 17Q: 3 clusters Score -4187520 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4187629.750000 Penalty: 4919.001465
	Iteration 18Q: 3 clusters Score -4187630 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4187734.000000 Penalty: 4919.001465
	Iteration 19Q: 3 clusters Score -4187734 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4187848.750000 Penalty: 4919.001465
	Iteration 20F: 3 clusters Score -4187849 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4187939.750000 Penalty: 4919.001465
	Iteration 21Q: 3 clusters Score -4187940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4187993.500000 Penalty: 4919.001465
	Iteration 22Q: 3 clusters Score -4187994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4188040.500000 Penalty: 4919.001465
	Iteration 23Q: 3 clusters Score -4188040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4188099.750000 Penalty: 4919.001465
	Iteration 24Q: 3 clusters Score -4188100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4188142.750000 Penalty: 4919.001465
	Iteration 25Q: 3 clusters Score -4188143 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4188162.750000 Penalty: 4919.001465
	Iteration 26Q: 3 clusters Score -4188163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4188192.250000 Penalty: 4919.001465
	Iteration 27Q: 3 clusters Score -4188192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4188193.250000 Penalty: 4919.001465
	Iteration 28Q: 3 clusters Score -4188193 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4188213.250000 Penalty: 4919.001465
	Iteration 29Q: 3 clusters Score -4188213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4188201.750000 Penalty: 4919.001465
	Iteration 30Q: 3 clusters Score -4188202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4188215.750000 Penalty: 4919.001465
	Iteration 31Q: 3 clusters Score -4188216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4188219.000000 Penalty: 4919.001465
	Iteration 32Q: 3 clusters Score -4188219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -4188250.000000 Penalty: 4919.001465
	Iteration 33Q: 3 clusters Score -4188250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4188255.500000 Penalty: 4919.001465
	Iteration 34Q: 3 clusters Score -4188256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4188262.250000 Penalty: 4919.001465
	Iteration 35Q: 3 clusters Score -4188262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4188261.250000 Penalty: 4919.001465
	Iteration 36Q: 3 clusters Score -4188261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4188258.750000 Penalty: 4919.001465
	Iteration 37Q: 3 clusters Score -4188259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4188251.000000 Penalty: 4919.001465
	Iteration 38Q: 3 clusters Score -4188251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -4188252.250000 Penalty: 4919.001465
	Iteration 39Q: 3 clusters Score -4188252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4188248.000000 Penalty: 4919.001465
	Iteration 40F: 3 clusters Score -4188248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4188236.250000 Penalty: 4919.001465
	Iteration 41Q: 3 clusters Score -4188236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4188243.000000 Penalty: 4919.001465
	Iteration 42Q: 3 clusters Score -4188243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4188230.500000 Penalty: 4919.001465
	Iteration 43Q: 3 clusters Score -4188230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4188230.500000 Penalty: 4919.001465
	Iteration 44Q: 3 clusters Score -4188230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4188227.250000 Penalty: 4919.001465
	Iteration 45Q: 3 clusters Score -4188227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4188222.750000 Penalty: 4919.001465
	Iteration 46Q: 3 clusters Score -4188223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4188231.500000 Penalty: 4919.001465
	Iteration 47Q: 3 clusters Score -4188232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4188232.000000 Penalty: 4919.001465
	Iteration 48Q: 3 clusters Score -4188232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4188232.750000 Penalty: 4919.001465
	Iteration 49Q: 3 clusters Score -4188233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4188225.000000 Penalty: 4919.001465
	Iteration 50Q: 3 clusters Score -4188225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4188225.250000 Penalty: 4919.001465
	Iteration 51Q: 3 clusters Score -4188225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4188223.750000 Penalty: 4919.001465
	Iteration 52Q: 3 clusters Score -4188224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4188220.250000 Penalty: 4919.001465
	Iteration 53Q: 3 clusters Score -4188220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4188222.500000 Penalty: 4919.001465
	Iteration 54Q: 3 clusters Score -4188222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -4188222.750000 Penalty: 4919.001465
	Iteration 55Q: 3 clusters Score -4188223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -4188232.250000 Penalty: 4919.001465
	Iteration 56Q: 3 clusters Score -4188232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4188238.250000 Penalty: 4919.001465
	Iteration 57Q: 3 clusters Score -4188238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4188230.750000 Penalty: 4919.001465
	Iteration 58Q: 3 clusters Score -4188231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4188233.250000 Penalty: 4919.001465
	Iteration 59Q: 3 clusters Score -4188233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4188239.750000 Penalty: 4919.001465
	Iteration 60F: 3 clusters Score -4188240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4188239.000000 Penalty: 4919.001465
	Iteration 61Q: 3 clusters Score -4188239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4188239.000000 Penalty: 4919.001465
	Iteration 62F: 3 clusters Score -4188239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Entering Unmasked Estep 
Score: -6775067.500000 Penalty: 2604.262695
	Iteration 0F: 2 clusters Score -6775068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -6751841.000000 Penalty: 5208.525391
	Iteration 0F: 3 clusters Score -6751841 nChanged 16476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -6760801.500000 Penalty: 5208.525391
	Iteration 1F: 3 clusters Score -6760802 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6761297.000000 Penalty: 5208.525391
	Iteration 2Q: 3 clusters Score -6761297 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -6761832.500000 Penalty: 5208.525391
	Iteration 3Q: 3 clusters Score -6761832 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -6762554.000000 Penalty: 5208.525391
	Iteration 4Q: 3 clusters Score -6762554 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -6763471.500000 Penalty: 5208.525391
	Iteration 5Q: 3 clusters Score -6763472 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -6764665.000000 Penalty: 5208.525391
	Iteration 6F: 3 clusters Score -6764665 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6766112.500000 Penalty: 5208.525391
	Iteration 7F: 3 clusters Score -6766112 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -6767645.000000 Penalty: 5208.525391
	Iteration 8F: 3 clusters Score -6767645 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -6769013.500000 Penalty: 5208.525391
	Iteration 9F: 3 clusters Score -6769014 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6769933.500000 Penalty: 5208.525391
	Iteration 10Q: 3 clusters Score -6769934 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6770538.500000 Penalty: 5208.525391
	Iteration 11Q: 3 clusters Score -6770538 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -6771036.000000 Penalty: 5208.525391
	Iteration 12Q: 3 clusters Score -6771036 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6771340.500000 Penalty: 5208.525391
	Iteration 13Q: 3 clusters Score -6771340 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6771535.000000 Penalty: 5208.525391
	Iteration 14Q: 3 clusters Score -6771535 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -6771741.500000 Penalty: 5208.525391
	Iteration 15Q: 3 clusters Score -6771742 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6771879.500000 Penalty: 5208.525391
	Iteration 16Q: 3 clusters Score -6771880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6771982.000000 Penalty: 5208.525391
	Iteration 17Q: 3 clusters Score -6771982 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6772078.000000 Penalty: 5208.525391
	Iteration 18Q: 3 clusters Score -6772078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6772115.500000 Penalty: 5208.525391
	Iteration 19Q: 3 clusters Score -6772116 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6772190.500000 Penalty: 5208.525391
	Iteration 20F: 3 clusters Score -6772190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6772248.500000 Penalty: 5208.525391
	Iteration 21Q: 3 clusters Score -6772248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6772300.000000 Penalty: 5208.525391
	Iteration 22Q: 3 clusters Score -6772300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -6772340.000000 Penalty: 5208.525391
	Iteration 23Q: 3 clusters Score -6772340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6772380.500000 Penalty: 5208.525391
	Iteration 24Q: 3 clusters Score -6772380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6772414.000000 Penalty: 5208.525391
	Iteration 25Q: 3 clusters Score -6772414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6772443.000000 Penalty: 5208.525391
	Iteration 26Q: 3 clusters Score -6772443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6772464.000000 Penalty: 5208.525391
	Iteration 27Q: 3 clusters Score -6772464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6772482.000000 Penalty: 5208.525391
	Iteration 28Q: 3 clusters Score -6772482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6772501.500000 Penalty: 5208.525391
	Iteration 29Q: 3 clusters Score -6772502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6772523.000000 Penalty: 5208.525391
	Iteration 30Q: 3 clusters Score -6772523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6772547.000000 Penalty: 5208.525391
	Iteration 31Q: 3 clusters Score -6772547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6772571.000000 Penalty: 5208.525391
	Iteration 32Q: 3 clusters Score -6772571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6772583.000000 Penalty: 5208.525391
	Iteration 33Q: 3 clusters Score -6772583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6772605.000000 Penalty: 5208.525391
	Iteration 34Q: 3 clusters Score -6772605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6772622.500000 Penalty: 5208.525391
	Iteration 35Q: 3 clusters Score -6772622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6772623.500000 Penalty: 5208.525391
	Iteration 36Q: 3 clusters Score -6772624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6772626.000000 Penalty: 5208.525391
	Iteration 37Q: 3 clusters Score -6772626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6772629.500000 Penalty: 5208.525391
	Iteration 38Q: 3 clusters Score -6772630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6772634.000000 Penalty: 5208.525391
	Iteration 39Q: 3 clusters Score -6772634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6772630.500000 Penalty: 5208.525391
	Iteration 40F: 3 clusters Score -6772630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6772636.000000 Penalty: 5208.525391
	Iteration 41Q: 3 clusters Score -6772636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6772636.000000 Penalty: 5208.525391
	Iteration 42Q: 3 clusters Score -6772636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6772634.000000 Penalty: 5208.525391
	Iteration 43Q: 3 clusters Score -6772634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6772637.500000 Penalty: 5208.525391
	Iteration 44Q: 3 clusters Score -6772638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6772632.500000 Penalty: 5208.525391
	Iteration 45Q: 3 clusters Score -6772632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6772633.000000 Penalty: 5208.525391
	Iteration 46Q: 3 clusters Score -6772633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6772649.500000 Penalty: 5208.525391
	Iteration 47Q: 3 clusters Score -6772650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6772650.500000 Penalty: 5208.525391
	Iteration 48Q: 3 clusters Score -6772650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6772655.000000 Penalty: 5208.525391
	Iteration 49Q: 3 clusters Score -6772655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6772663.000000 Penalty: 5208.525391
	Iteration 50Q: 3 clusters Score -6772663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6772665.000000 Penalty: 5208.525391
	Iteration 51Q: 3 clusters Score -6772665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6772663.500000 Penalty: 5208.525391
	Iteration 52Q: 3 clusters Score -6772664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6772659.500000 Penalty: 5208.525391
	Iteration 53Q: 3 clusters Score -6772660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6772663.500000 Penalty: 5208.525391
	Iteration 54Q: 3 clusters Score -6772664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6772669.000000 Penalty: 5208.525391
	Iteration 55Q: 3 clusters Score -6772669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6772678.000000 Penalty: 5208.525391
	Iteration 56Q: 3 clusters Score -6772678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6772681.500000 Penalty: 5208.525391
	Iteration 57Q: 3 clusters Score -6772682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6772689.500000 Penalty: 5208.525391
	Iteration 58Q: 3 clusters Score -6772690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6772689.500000 Penalty: 5208.525391
	Iteration 59Q: 3 clusters Score -6772690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6772701.000000 Penalty: 5208.525391
	Iteration 60F: 3 clusters Score -6772701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6772705.500000 Penalty: 5208.525391
	Iteration 61Q: 3 clusters Score -6772706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6772712.500000 Penalty: 5208.525391
	Iteration 62Q: 3 clusters Score -6772712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6772712.500000 Penalty: 5208.525391
	Iteration 63F: 3 clusters Score -6772712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181155.296875 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181155.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181413.968750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -181485.375000 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181485.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181527.546875 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181527.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181553.203125 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181553.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181574.937500 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181587.718750 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181587.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181595.218750 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181601.812500 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -181606.796875 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181609.046875 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181611.171875 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181611.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181612.609375 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181612.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181613.500000 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181613.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181613.500000 Penalty: 3436.554688
	Iteration 14F: 3 clusters Score -181613.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Entering Unmasked Estep 
Score: -1898029.000000 Penalty: 2285.327393
	Iteration 0F: 2 clusters Score -1898029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1890267.125000 Penalty: 4570.654785
	Iteration 0F: 3 clusters Score -1890267 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1892505.000000 Penalty: 4570.654785
	Iteration 1F: 3 clusters Score -1892505 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1892764.750000 Penalty: 4570.654785
	Iteration 2F: 3 clusters Score -1892765 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1892962.000000 Penalty: 4570.654785
	Iteration 3Q: 3 clusters Score -1892962 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1893093.500000 Penalty: 4570.654785
	Iteration 4Q: 3 clusters Score -1893094 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1893215.625000 Penalty: 4570.654785
	Iteration 5Q: 3 clusters Score -1893216 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1893349.750000 Penalty: 4570.654785
	Iteration 6Q: 3 clusters Score -1893350 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1893497.000000 Penalty: 4570.654785
	Iteration 7Q: 3 clusters Score -1893497 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1893664.375000 Penalty: 4570.654785
	Iteration 8Q: 3 clusters Score -1893664 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1893854.250000 Penalty: 4570.654785
	Iteration 9Q: 3 clusters Score -1893854 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1894087.125000 Penalty: 4570.654785
	Iteration 10Q: 3 clusters Score -1894087 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1894393.250000 Penalty: 4570.654785
	Iteration 11Q: 3 clusters Score -1894393 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1894698.250000 Penalty: 4570.654785
	Iteration 12Q: 3 clusters Score -1894698 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1895045.000000 Penalty: 4570.654785
	Iteration 13Q: 3 clusters Score -1895045 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1895395.875000 Penalty: 4570.654785
	Iteration 14Q: 3 clusters Score -1895396 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1895662.625000 Penalty: 4570.654785
	Iteration 15Q: 3 clusters Score -1895663 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1895826.500000 Penalty: 4570.654785
	Iteration 16Q: 3 clusters Score -1895826 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1895925.500000 Penalty: 4570.654785
	Iteration 17Q: 3 clusters Score -1895926 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1896000.625000 Penalty: 4570.654785
	Iteration 18Q: 3 clusters Score -1896001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1896065.125000 Penalty: 4570.654785
	Iteration 19Q: 3 clusters Score -1896065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1896116.750000 Penalty: 4570.654785
	Iteration 20F: 3 clusters Score -1896117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1896147.500000 Penalty: 4570.654785
	Iteration 21Q: 3 clusters Score -1896148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1896172.250000 Penalty: 4570.654785
	Iteration 22Q: 3 clusters Score -1896172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1896198.000000 Penalty: 4570.654785
	Iteration 23Q: 3 clusters Score -1896198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1896220.250000 Penalty: 4570.654785
	Iteration 24Q: 3 clusters Score -1896220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1896231.125000 Penalty: 4570.654785
	Iteration 25Q: 3 clusters Score -1896231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1896235.125000 Penalty: 4570.654785
	Iteration 26Q: 3 clusters Score -1896235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1896242.375000 Penalty: 4570.654785
	Iteration 27Q: 3 clusters Score -1896242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1896244.000000 Penalty: 4570.654785
	Iteration 28Q: 3 clusters Score -1896244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1896244.500000 Penalty: 4570.654785
	Iteration 29Q: 3 clusters Score -1896244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1896248.375000 Penalty: 4570.654785
	Iteration 30Q: 3 clusters Score -1896248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1896244.500000 Penalty: 4570.654785
	Iteration 31Q: 3 clusters Score -1896244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1896246.875000 Penalty: 4570.654785
	Iteration 32Q: 3 clusters Score -1896247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1896246.750000 Penalty: 4570.654785
	Iteration 33Q: 3 clusters Score -1896247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1896249.625000 Penalty: 4570.654785
	Iteration 34Q: 3 clusters Score -1896250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1896248.875000 Penalty: 4570.654785
	Iteration 35Q: 3 clusters Score -1896249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1896253.250000 Penalty: 4570.654785
	Iteration 36Q: 3 clusters Score -1896253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1896256.250000 Penalty: 4570.654785
	Iteration 37Q: 3 clusters Score -1896256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1896258.875000 Penalty: 4570.654785
	Iteration 38Q: 3 clusters Score -1896259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1896261.875000 Penalty: 4570.654785
	Iteration 39Q: 3 clusters Score -1896262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1896261.875000 Penalty: 4570.654785
	Iteration 40F: 3 clusters Score -1896262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -223889.171875 Penalty: 1745.835815
	Iteration 0F: 2 clusters Score -223889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -221870.812500 Penalty: 3491.671631
	Iteration 0F: 3 clusters Score -221870.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -222190.796875 Penalty: 3491.671631
	Iteration 1F: 3 clusters Score -222190.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -222270.093750 Penalty: 3491.671631
	Iteration 2F: 3 clusters Score -222270.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -222309.656250 Penalty: 3491.671631
	Iteration 3Q: 3 clusters Score -222309.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -222330.250000 Penalty: 3491.671631
	Iteration 4Q: 3 clusters Score -222330.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -222339.359375 Penalty: 3491.671631
	Iteration 5Q: 3 clusters Score -222339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222342.421875 Penalty: 3491.671631
	Iteration 6Q: 3 clusters Score -222342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222347.265625 Penalty: 3491.671631
	Iteration 7Q: 3 clusters Score -222347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -222350.921875 Penalty: 3491.671631
	Iteration 8Q: 3 clusters Score -222350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222352.984375 Penalty: 3491.671631
	Iteration 9Q: 3 clusters Score -222353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222354.421875 Penalty: 3491.671631
	Iteration 10Q: 3 clusters Score -222354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -222354.421875 Penalty: 3491.671631
	Iteration 11F: 3 clusters Score -222354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Entering Unmasked Estep 
Score: -6500063.500000 Penalty: 2594.863770
	Iteration 0F: 2 clusters Score -6500064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6477094.500000 Penalty: 5189.727539
	Iteration 0F: 3 clusters Score -6477094 nChanged 15984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -6485577.000000 Penalty: 5189.727539
	Iteration 1F: 3 clusters Score -6485577 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -6486013.000000 Penalty: 5189.727539
	Iteration 2Q: 3 clusters Score -6486013 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6486536.000000 Penalty: 5189.727539
	Iteration 3Q: 3 clusters Score -6486536 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -6487109.500000 Penalty: 5189.727539
	Iteration 4Q: 3 clusters Score -6487110 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -6487878.500000 Penalty: 5189.727539
	Iteration 5Q: 3 clusters Score -6487878 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -6488980.000000 Penalty: 5189.727539
	Iteration 6F: 3 clusters Score -6488980 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -6490534.500000 Penalty: 5189.727539
	Iteration 7F: 3 clusters Score -6490534 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -6492177.500000 Penalty: 5189.727539
	Iteration 8F: 3 clusters Score -6492178 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -6493768.000000 Penalty: 5189.727539
	Iteration 9F: 3 clusters Score -6493768 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6494926.500000 Penalty: 5189.727539
	Iteration 10Q: 3 clusters Score -6494926 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6495800.000000 Penalty: 5189.727539
	Iteration 11Q: 3 clusters Score -6495800 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -6496388.500000 Penalty: 5189.727539
	Iteration 12Q: 3 clusters Score -6496388 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6496741.500000 Penalty: 5189.727539
	Iteration 13Q: 3 clusters Score -6496742 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6497036.500000 Penalty: 5189.727539
	Iteration 14Q: 3 clusters Score -6497036 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6497221.000000 Penalty: 5189.727539
	Iteration 15Q: 3 clusters Score -6497221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6497343.500000 Penalty: 5189.727539
	Iteration 16Q: 3 clusters Score -6497344 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6497429.500000 Penalty: 5189.727539
	Iteration 17Q: 3 clusters Score -6497430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6497499.500000 Penalty: 5189.727539
	Iteration 18Q: 3 clusters Score -6497500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6497558.000000 Penalty: 5189.727539
	Iteration 19Q: 3 clusters Score -6497558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6497581.000000 Penalty: 5189.727539
	Iteration 20F: 3 clusters Score -6497581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6497605.000000 Penalty: 5189.727539
	Iteration 21Q: 3 clusters Score -6497605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6497623.500000 Penalty: 5189.727539
	Iteration 22Q: 3 clusters Score -6497624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6497644.000000 Penalty: 5189.727539
	Iteration 23Q: 3 clusters Score -6497644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6497679.500000 Penalty: 5189.727539
	Iteration 24Q: 3 clusters Score -6497680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6497690.000000 Penalty: 5189.727539
	Iteration 25Q: 3 clusters Score -6497690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6497700.500000 Penalty: 5189.727539
	Iteration 26Q: 3 clusters Score -6497700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6497709.500000 Penalty: 5189.727539
	Iteration 27Q: 3 clusters Score -6497710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6497724.500000 Penalty: 5189.727539
	Iteration 28Q: 3 clusters Score -6497724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6497733.000000 Penalty: 5189.727539
	Iteration 29Q: 3 clusters Score -6497733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6497737.000000 Penalty: 5189.727539
	Iteration 30Q: 3 clusters Score -6497737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6497740.500000 Penalty: 5189.727539
	Iteration 31Q: 3 clusters Score -6497740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6497738.500000 Penalty: 5189.727539
	Iteration 32Q: 3 clusters Score -6497738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6497738.000000 Penalty: 5189.727539
	Iteration 33Q: 3 clusters Score -6497738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6497743.000000 Penalty: 5189.727539
	Iteration 34Q: 3 clusters Score -6497743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6497737.500000 Penalty: 5189.727539
	Iteration 35Q: 3 clusters Score -6497738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6497735.500000 Penalty: 5189.727539
	Iteration 36Q: 3 clusters Score -6497736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6497738.500000 Penalty: 5189.727539
	Iteration 37Q: 3 clusters Score -6497738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6497742.000000 Penalty: 5189.727539
	Iteration 38Q: 3 clusters Score -6497742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6497750.500000 Penalty: 5189.727539
	Iteration 39Q: 3 clusters Score -6497750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6497749.000000 Penalty: 5189.727539
	Iteration 40F: 3 clusters Score -6497749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6497757.500000 Penalty: 5189.727539
	Iteration 41Q: 3 clusters Score -6497758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6497758.000000 Penalty: 5189.727539
	Iteration 42Q: 3 clusters Score -6497758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6497767.000000 Penalty: 5189.727539
	Iteration 43Q: 3 clusters Score -6497767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6497772.500000 Penalty: 5189.727539
	Iteration 44Q: 3 clusters Score -6497772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6497774.000000 Penalty: 5189.727539
	Iteration 45Q: 3 clusters Score -6497774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6497776.500000 Penalty: 5189.727539
	Iteration 46Q: 3 clusters Score -6497776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6497775.000000 Penalty: 5189.727539
	Iteration 47Q: 3 clusters Score -6497775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6497772.500000 Penalty: 5189.727539
	Iteration 48Q: 3 clusters Score -6497772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6497772.500000 Penalty: 5189.727539
	Iteration 49F: 3 clusters Score -6497772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Entering Unmasked Estep 
Score: -5972739.000000 Penalty: 2556.239746
	Iteration 0F: 2 clusters Score -5972739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5954665.000000 Penalty: 5112.479492
	Iteration 0F: 3 clusters Score -5954665 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5962022.500000 Penalty: 5112.479492
	Iteration 1F: 3 clusters Score -5962022 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5962559.000000 Penalty: 5112.479492
	Iteration 2F: 3 clusters Score -5962559 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5963167.500000 Penalty: 5112.479492
	Iteration 3Q: 3 clusters Score -5963168 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5963776.500000 Penalty: 5112.479492
	Iteration 4F: 3 clusters Score -5963776 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5964500.500000 Penalty: 5112.479492
	Iteration 5F: 3 clusters Score -5964500 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5965435.000000 Penalty: 5112.479492
	Iteration 6F: 3 clusters Score -5965435 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -5966858.000000 Penalty: 5112.479492
	Iteration 7F: 3 clusters Score -5966858 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5968394.500000 Penalty: 5112.479492
	Iteration 8F: 3 clusters Score -5968394 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -5969497.500000 Penalty: 5112.479492
	Iteration 9F: 3 clusters Score -5969498 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5970119.500000 Penalty: 5112.479492
	Iteration 10Q: 3 clusters Score -5970120 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5970286.000000 Penalty: 5112.479492
	Iteration 11Q: 3 clusters Score -5970286 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -5970442.500000 Penalty: 5112.479492
	Iteration 12Q: 3 clusters Score -5970442 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5970504.500000 Penalty: 5112.479492
	Iteration 13Q: 3 clusters Score -5970504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -5970542.000000 Penalty: 5112.479492
	Iteration 14Q: 3 clusters Score -5970542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -5970572.000000 Penalty: 5112.479492
	Iteration 15Q: 3 clusters Score -5970572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -5970585.500000 Penalty: 5112.479492
	Iteration 16Q: 3 clusters Score -5970586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -5970608.000000 Penalty: 5112.479492
	Iteration 17Q: 3 clusters Score -5970608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -5970619.500000 Penalty: 5112.479492
	Iteration 18Q: 3 clusters Score -5970620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5970625.000000 Penalty: 5112.479492
	Iteration 19Q: 3 clusters Score -5970625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5970637.000000 Penalty: 5112.479492
	Iteration 20F: 3 clusters Score -5970637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5970645.000000 Penalty: 5112.479492
	Iteration 21Q: 3 clusters Score -5970645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5970649.000000 Penalty: 5112.479492
	Iteration 22Q: 3 clusters Score -5970649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -5970649.500000 Penalty: 5112.479492
	Iteration 23Q: 3 clusters Score -5970650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5970662.500000 Penalty: 5112.479492
	Iteration 24Q: 3 clusters Score -5970662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5970663.000000 Penalty: 5112.479492
	Iteration 25Q: 3 clusters Score -5970663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -5970669.000000 Penalty: 5112.479492
	Iteration 26Q: 3 clusters Score -5970669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -5970669.000000 Penalty: 5112.479492
	Iteration 27Q: 3 clusters Score -5970669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5970667.500000 Penalty: 5112.479492
	Iteration 28Q: 3 clusters Score -5970668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5970667.500000 Penalty: 5112.479492
	Iteration 29F: 3 clusters Score -5970668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Entering Unmasked Estep 
Score: -5090249.500000 Penalty: 2512.354980
	Iteration 0F: 2 clusters Score -5090250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -5074149.000000 Penalty: 5024.709961
	Iteration 0F: 3 clusters Score -5074149 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -5080330.500000 Penalty: 5024.709961
	Iteration 1F: 3 clusters Score -5080330 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -5080714.000000 Penalty: 5024.709961
	Iteration 2Q: 3 clusters Score -5080714 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5081103.000000 Penalty: 5024.709961
	Iteration 3Q: 3 clusters Score -5081103 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5081568.000000 Penalty: 5024.709961
	Iteration 4Q: 3 clusters Score -5081568 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5082232.000000 Penalty: 5024.709961
	Iteration 5Q: 3 clusters Score -5082232 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5083094.000000 Penalty: 5024.709961
	Iteration 6F: 3 clusters Score -5083094 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5084183.500000 Penalty: 5024.709961
	Iteration 7F: 3 clusters Score -5084184 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5085495.500000 Penalty: 5024.709961
	Iteration 8F: 3 clusters Score -5085496 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -5086870.000000 Penalty: 5024.709961
	Iteration 9F: 3 clusters Score -5086870 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5087970.500000 Penalty: 5024.709961
	Iteration 10F: 3 clusters Score -5087970 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5088635.500000 Penalty: 5024.709961
	Iteration 11Q: 3 clusters Score -5088636 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5088987.000000 Penalty: 5024.709961
	Iteration 12Q: 3 clusters Score -5088987 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -5089194.500000 Penalty: 5024.709961
	Iteration 13Q: 3 clusters Score -5089194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5089324.500000 Penalty: 5024.709961
	Iteration 14Q: 3 clusters Score -5089324 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5089368.500000 Penalty: 5024.709961
	Iteration 15Q: 3 clusters Score -5089368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5089383.000000 Penalty: 5024.709961
	Iteration 16Q: 3 clusters Score -5089383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5089374.000000 Penalty: 5024.709961
	Iteration 17Q: 3 clusters Score -5089374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5089369.500000 Penalty: 5024.709961
	Iteration 18Q: 3 clusters Score -5089370 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5089379.500000 Penalty: 5024.709961
	Iteration 19Q: 3 clusters Score -5089380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5089364.500000 Penalty: 5024.709961
	Iteration 20F: 3 clusters Score -5089364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5089360.500000 Penalty: 5024.709961
	Iteration 21Q: 3 clusters Score -5089360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5089348.500000 Penalty: 5024.709961
	Iteration 22Q: 3 clusters Score -5089348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5089345.000000 Penalty: 5024.709961
	Iteration 23Q: 3 clusters Score -5089345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -5089358.000000 Penalty: 5024.709961
	Iteration 24Q: 3 clusters Score -5089358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -5089351.500000 Penalty: 5024.709961
	Iteration 25Q: 3 clusters Score -5089352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -5089333.000000 Penalty: 5024.709961
	Iteration 26Q: 3 clusters Score -5089333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -5089342.000000 Penalty: 5024.709961
	Iteration 27Q: 3 clusters Score -5089342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -5089337.000000 Penalty: 5024.709961
	Iteration 28Q: 3 clusters Score -5089337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5089342.500000 Penalty: 5024.709961
	Iteration 29Q: 3 clusters Score -5089342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5089339.500000 Penalty: 5024.709961
	Iteration 30Q: 3 clusters Score -5089340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5089330.500000 Penalty: 5024.709961
	Iteration 31Q: 3 clusters Score -5089330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -5089338.000000 Penalty: 5024.709961
	Iteration 32Q: 3 clusters Score -5089338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -5089331.000000 Penalty: 5024.709961
	Iteration 33Q: 3 clusters Score -5089331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -5089325.500000 Penalty: 5024.709961
	Iteration 34Q: 3 clusters Score -5089326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5089324.000000 Penalty: 5024.709961
	Iteration 35Q: 3 clusters Score -5089324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5089320.500000 Penalty: 5024.709961
	Iteration 36Q: 3 clusters Score -5089320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5089316.000000 Penalty: 5024.709961
	Iteration 37Q: 3 clusters Score -5089316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -5089316.000000 Penalty: 5024.709961
	Iteration 38F: 3 clusters Score -5089316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Entering Unmasked Estep 
Score: -7891029.500000 Penalty: 2641.930176
	Iteration 0F: 2 clusters Score -7891030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -7863445.000000 Penalty: 5283.860352
	Iteration 0F: 3 clusters Score -7863445 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -7874326.000000 Penalty: 5283.860352
	Iteration 1F: 3 clusters Score -7874326 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -7874900.500000 Penalty: 5283.860352
	Iteration 2Q: 3 clusters Score -7874900 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -7875519.500000 Penalty: 5283.860352
	Iteration 3Q: 3 clusters Score -7875520 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7876185.000000 Penalty: 5283.860352
	Iteration 4Q: 3 clusters Score -7876185 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -7876893.000000 Penalty: 5283.860352
	Iteration 5Q: 3 clusters Score -7876893 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -7877866.500000 Penalty: 5283.860352
	Iteration 6Q: 3 clusters Score -7877866 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -7879342.000000 Penalty: 5283.860352
	Iteration 7F: 3 clusters Score -7879342 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7881290.000000 Penalty: 5283.860352
	Iteration 8F: 3 clusters Score -7881290 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7883653.500000 Penalty: 5283.860352
	Iteration 9F: 3 clusters Score -7883654 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -7885608.000000 Penalty: 5283.860352
	Iteration 10F: 3 clusters Score -7885608 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7886671.500000 Penalty: 5283.860352
	Iteration 11Q: 3 clusters Score -7886672 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -7887168.500000 Penalty: 5283.860352
	Iteration 12Q: 3 clusters Score -7887168 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -7887447.000000 Penalty: 5283.860352
	Iteration 13Q: 3 clusters Score -7887447 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7887684.000000 Penalty: 5283.860352
	Iteration 14Q: 3 clusters Score -7887684 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -7887863.000000 Penalty: 5283.860352
	Iteration 15Q: 3 clusters Score -7887863 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7888020.000000 Penalty: 5283.860352
	Iteration 16Q: 3 clusters Score -7888020 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7888169.500000 Penalty: 5283.860352
	Iteration 17Q: 3 clusters Score -7888170 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7888245.000000 Penalty: 5283.860352
	Iteration 18Q: 3 clusters Score -7888245 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -7888330.000000 Penalty: 5283.860352
	Iteration 19Q: 3 clusters Score -7888330 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7888418.000000 Penalty: 5283.860352
	Iteration 20F: 3 clusters Score -7888418 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7888503.500000 Penalty: 5283.860352
	Iteration 21Q: 3 clusters Score -7888504 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7888559.000000 Penalty: 5283.860352
	Iteration 22Q: 3 clusters Score -7888559 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7888621.000000 Penalty: 5283.860352
	Iteration 23Q: 3 clusters Score -7888621 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7888678.000000 Penalty: 5283.860352
	Iteration 24Q: 3 clusters Score -7888678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -7888742.500000 Penalty: 5283.860352
	Iteration 25Q: 3 clusters Score -7888742 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7888817.500000 Penalty: 5283.860352
	Iteration 26Q: 3 clusters Score -7888818 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7888890.500000 Penalty: 5283.860352
	Iteration 27Q: 3 clusters Score -7888890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -7888916.000000 Penalty: 5283.860352
	Iteration 28Q: 3 clusters Score -7888916 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -7888971.000000 Penalty: 5283.860352
	Iteration 29Q: 3 clusters Score -7888971 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7888978.500000 Penalty: 5283.860352
	Iteration 30Q: 3 clusters Score -7888978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7888986.000000 Penalty: 5283.860352
	Iteration 31Q: 3 clusters Score -7888986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -7889000.000000 Penalty: 5283.860352
	Iteration 32Q: 3 clusters Score -7889000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -7889011.000000 Penalty: 5283.860352
	Iteration 33Q: 3 clusters Score -7889011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -7889007.500000 Penalty: 5283.860352
	Iteration 34Q: 3 clusters Score -7889008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7889005.000000 Penalty: 5283.860352
	Iteration 35Q: 3 clusters Score -7889005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7888995.500000 Penalty: 5283.860352
	Iteration 36Q: 3 clusters Score -7888996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7888988.500000 Penalty: 5283.860352
	Iteration 37Q: 3 clusters Score -7888988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7889005.500000 Penalty: 5283.860352
	Iteration 38Q: 3 clusters Score -7889006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7889001.000000 Penalty: 5283.860352
	Iteration 39Q: 3 clusters Score -7889001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7889005.000000 Penalty: 5283.860352
	Iteration 40F: 3 clusters Score -7889005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7889004.000000 Penalty: 5283.860352
	Iteration 41Q: 3 clusters Score -7889004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7889002.500000 Penalty: 5283.860352
	Iteration 42Q: 3 clusters Score -7889002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -7889002.500000 Penalty: 5283.860352
	Iteration 43Q: 3 clusters Score -7889002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7889003.500000 Penalty: 5283.860352
	Iteration 44Q: 3 clusters Score -7889004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -7888996.000000 Penalty: 5283.860352
	Iteration 45Q: 3 clusters Score -7888996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -7888992.000000 Penalty: 5283.860352
	Iteration 46Q: 3 clusters Score -7888992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7888989.000000 Penalty: 5283.860352
	Iteration 47Q: 3 clusters Score -7888989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7888993.000000 Penalty: 5283.860352
	Iteration 48Q: 3 clusters Score -7888993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7888985.500000 Penalty: 5283.860352
	Iteration 49Q: 3 clusters Score -7888986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -7888988.000000 Penalty: 5283.860352
	Iteration 50Q: 3 clusters Score -7888988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -7888988.000000 Penalty: 5283.860352
	Iteration 51F: 3 clusters Score -7888988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -125835.710938 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -125835.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124100.937500 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -124100.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124408.195312 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -124408.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124522.601562 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -124522.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -124623.343750 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -124623.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124709.257812 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -124709.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124764.523438 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -124764.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124793.718750 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -124793.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124820.531250 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -124820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124834.273438 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -124834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124842.593750 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -124842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124851.320312 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -124851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124854.101562 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -124854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124861.312500 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -124861.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124866.507812 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -124866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124885.406250 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -124885.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124903.476562 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -124903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124914.382812 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -124914.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124923.843750 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -124923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124930.726562 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -124930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124944.453125 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -124944.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124951.078125 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -124951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124959.812500 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -124959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124967.671875 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -124967.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -124969.679688 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -124969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124970.156250 Penalty: 3293.378418
	Iteration 24Q: 3 clusters Score -124970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -124970.156250 Penalty: 3293.378418
	Iteration 25F: 3 clusters Score -124970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Entering Unmasked Estep 
Score: -5216924.500000 Penalty: 2539.589600
	Iteration 0F: 2 clusters Score -5216924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -5198293.500000 Penalty: 5079.179199
	Iteration 0F: 3 clusters Score -5198294 nChanged 12550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -5205017.500000 Penalty: 5079.179199
	Iteration 1F: 3 clusters Score -5205018 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -5205508.500000 Penalty: 5079.179199
	Iteration 2F: 3 clusters Score -5205508 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -5206015.000000 Penalty: 5079.179199
	Iteration 3Q: 3 clusters Score -5206015 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5206518.000000 Penalty: 5079.179199
	Iteration 4Q: 3 clusters Score -5206518 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -5207106.000000 Penalty: 5079.179199
	Iteration 5Q: 3 clusters Score -5207106 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -5207854.500000 Penalty: 5079.179199
	Iteration 6F: 3 clusters Score -5207854 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5208844.000000 Penalty: 5079.179199
	Iteration 7F: 3 clusters Score -5208844 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -5209967.000000 Penalty: 5079.179199
	Iteration 8F: 3 clusters Score -5209967 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -5211165.500000 Penalty: 5079.179199
	Iteration 9F: 3 clusters Score -5211166 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -5212454.500000 Penalty: 5079.179199
	Iteration 10Q: 3 clusters Score -5212454 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -5213419.500000 Penalty: 5079.179199
	Iteration 11Q: 3 clusters Score -5213420 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5213979.500000 Penalty: 5079.179199
	Iteration 12Q: 3 clusters Score -5213980 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -5214304.000000 Penalty: 5079.179199
	Iteration 13Q: 3 clusters Score -5214304 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5214518.500000 Penalty: 5079.179199
	Iteration 14Q: 3 clusters Score -5214518 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -5214617.000000 Penalty: 5079.179199
	Iteration 15Q: 3 clusters Score -5214617 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5214715.000000 Penalty: 5079.179199
	Iteration 16Q: 3 clusters Score -5214715 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5214790.500000 Penalty: 5079.179199
	Iteration 17Q: 3 clusters Score -5214790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5214817.000000 Penalty: 5079.179199
	Iteration 18Q: 3 clusters Score -5214817 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5214848.000000 Penalty: 5079.179199
	Iteration 19Q: 3 clusters Score -5214848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -5214862.500000 Penalty: 5079.179199
	Iteration 20F: 3 clusters Score -5214862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5214877.500000 Penalty: 5079.179199
	Iteration 21Q: 3 clusters Score -5214878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5214878.500000 Penalty: 5079.179199
	Iteration 22Q: 3 clusters Score -5214878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5214892.000000 Penalty: 5079.179199
	Iteration 23Q: 3 clusters Score -5214892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5214905.500000 Penalty: 5079.179199
	Iteration 24Q: 3 clusters Score -5214906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -5214918.000000 Penalty: 5079.179199
	Iteration 25Q: 3 clusters Score -5214918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -5214910.500000 Penalty: 5079.179199
	Iteration 26Q: 3 clusters Score -5214910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -5214914.500000 Penalty: 5079.179199
	Iteration 27Q: 3 clusters Score -5214914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5214916.000000 Penalty: 5079.179199
	Iteration 28Q: 3 clusters Score -5214916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -5214921.500000 Penalty: 5079.179199
	Iteration 29Q: 3 clusters Score -5214922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5214928.000000 Penalty: 5079.179199
	Iteration 30Q: 3 clusters Score -5214928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5214923.500000 Penalty: 5079.179199
	Iteration 31Q: 3 clusters Score -5214924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5214920.500000 Penalty: 5079.179199
	Iteration 32Q: 3 clusters Score -5214920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -5214920.500000 Penalty: 5079.179199
	Iteration 33F: 3 clusters Score -5214920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (25646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Entering Unmasked Estep 
Score: -5285891.500000 Penalty: 2517.731445
	Iteration 0F: 2 clusters Score -5285892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -5270738.000000 Penalty: 5035.462891
	Iteration 0F: 3 clusters Score -5270738 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5276807.000000 Penalty: 5035.462891
	Iteration 1F: 3 clusters Score -5276807 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -5277220.500000 Penalty: 5035.462891
	Iteration 2F: 3 clusters Score -5277220 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5277559.000000 Penalty: 5035.462891
	Iteration 3F: 3 clusters Score -5277559 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -5277898.000000 Penalty: 5035.462891
	Iteration 4Q: 3 clusters Score -5277898 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5278177.000000 Penalty: 5035.462891
	Iteration 5Q: 3 clusters Score -5278177 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5278420.000000 Penalty: 5035.462891
	Iteration 6Q: 3 clusters Score -5278420 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5278678.500000 Penalty: 5035.462891
	Iteration 7Q: 3 clusters Score -5278678 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -5278929.500000 Penalty: 5035.462891
	Iteration 8Q: 3 clusters Score -5278930 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -5279243.500000 Penalty: 5035.462891
	Iteration 9Q: 3 clusters Score -5279244 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5279610.000000 Penalty: 5035.462891
	Iteration 10Q: 3 clusters Score -5279610 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -5280195.000000 Penalty: 5035.462891
	Iteration 11Q: 3 clusters Score -5280195 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5280849.000000 Penalty: 5035.462891
	Iteration 12Q: 3 clusters Score -5280849 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -5281384.500000 Penalty: 5035.462891
	Iteration 13Q: 3 clusters Score -5281384 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5281656.000000 Penalty: 5035.462891
	Iteration 14Q: 3 clusters Score -5281656 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -5281725.500000 Penalty: 5035.462891
	Iteration 15Q: 3 clusters Score -5281726 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -5281800.500000 Penalty: 5035.462891
	Iteration 16Q: 3 clusters Score -5281800 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -5281910.500000 Penalty: 5035.462891
	Iteration 17Q: 3 clusters Score -5281910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -5282015.000000 Penalty: 5035.462891
	Iteration 18Q: 3 clusters Score -5282015 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -5282090.500000 Penalty: 5035.462891
	Iteration 19Q: 3 clusters Score -5282090 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5282143.000000 Penalty: 5035.462891
	Iteration 20F: 3 clusters Score -5282143 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5282143.500000 Penalty: 5035.462891
	Iteration 21Q: 3 clusters Score -5282144 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5282176.500000 Penalty: 5035.462891
	Iteration 22Q: 3 clusters Score -5282176 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -5282249.500000 Penalty: 5035.462891
	Iteration 23Q: 3 clusters Score -5282250 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5282257.500000 Penalty: 5035.462891
	Iteration 24Q: 3 clusters Score -5282258 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5282311.500000 Penalty: 5035.462891
	Iteration 25Q: 3 clusters Score -5282312 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -5282375.000000 Penalty: 5035.462891
	Iteration 26Q: 3 clusters Score -5282375 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5282414.500000 Penalty: 5035.462891
	Iteration 27Q: 3 clusters Score -5282414 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5282498.000000 Penalty: 5035.462891
	Iteration 28Q: 3 clusters Score -5282498 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -5282595.500000 Penalty: 5035.462891
	Iteration 29Q: 3 clusters Score -5282596 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5282669.500000 Penalty: 5035.462891
	Iteration 30Q: 3 clusters Score -5282670 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -5282726.500000 Penalty: 5035.462891
	Iteration 31Q: 3 clusters Score -5282726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -5282750.500000 Penalty: 5035.462891
	Iteration 32Q: 3 clusters Score -5282750 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5282836.500000 Penalty: 5035.462891
	Iteration 33Q: 3 clusters Score -5282836 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5282915.500000 Penalty: 5035.462891
	Iteration 34Q: 3 clusters Score -5282916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5282980.000000 Penalty: 5035.462891
	Iteration 35Q: 3 clusters Score -5282980 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5283015.000000 Penalty: 5035.462891
	Iteration 36Q: 3 clusters Score -5283015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5283051.000000 Penalty: 5035.462891
	Iteration 37Q: 3 clusters Score -5283051 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5283104.500000 Penalty: 5035.462891
	Iteration 38Q: 3 clusters Score -5283104 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5283152.500000 Penalty: 5035.462891
	Iteration 39Q: 3 clusters Score -5283152 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5283222.500000 Penalty: 5035.462891
	Iteration 40F: 3 clusters Score -5283222 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5283294.000000 Penalty: 5035.462891
	Iteration 41Q: 3 clusters Score -5283294 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5283379.000000 Penalty: 5035.462891
	Iteration 42Q: 3 clusters Score -5283379 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -5283454.000000 Penalty: 5035.462891
	Iteration 43Q: 3 clusters Score -5283454 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5283560.000000 Penalty: 5035.462891
	Iteration 44Q: 3 clusters Score -5283560 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5283646.000000 Penalty: 5035.462891
	Iteration 45Q: 3 clusters Score -5283646 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5283728.000000 Penalty: 5035.462891
	Iteration 46Q: 3 clusters Score -5283728 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -5283850.500000 Penalty: 5035.462891
	Iteration 47Q: 3 clusters Score -5283850 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -5283923.500000 Penalty: 5035.462891
	Iteration 48Q: 3 clusters Score -5283924 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5284007.500000 Penalty: 5035.462891
	Iteration 49Q: 3 clusters Score -5284008 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5284097.000000 Penalty: 5035.462891
	Iteration 50Q: 3 clusters Score -5284097 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5284138.500000 Penalty: 5035.462891
	Iteration 51Q: 3 clusters Score -5284138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5284180.500000 Penalty: 5035.462891
	Iteration 52Q: 3 clusters Score -5284180 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5284217.500000 Penalty: 5035.462891
	Iteration 53Q: 3 clusters Score -5284218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5284240.000000 Penalty: 5035.462891
	Iteration 54Q: 3 clusters Score -5284240 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -5284220.000000 Penalty: 5035.462891
	Iteration 55Q: 3 clusters Score -5284220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5284246.000000 Penalty: 5035.462891
	Iteration 56Q: 3 clusters Score -5284246 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5284282.500000 Penalty: 5035.462891
	Iteration 57Q: 3 clusters Score -5284282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5284288.000000 Penalty: 5035.462891
	Iteration 58Q: 3 clusters Score -5284288 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -5284288.500000 Penalty: 5035.462891
	Iteration 59Q: 3 clusters Score -5284288 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5284307.000000 Penalty: 5035.462891
	Iteration 60F: 3 clusters Score -5284307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5284298.500000 Penalty: 5035.462891
	Iteration 61Q: 3 clusters Score -5284298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5284319.000000 Penalty: 5035.462891
	Iteration 62Q: 3 clusters Score -5284319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5284339.000000 Penalty: 5035.462891
	Iteration 63Q: 3 clusters Score -5284339 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -5284327.000000 Penalty: 5035.462891
	Iteration 64Q: 3 clusters Score -5284327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5284353.000000 Penalty: 5035.462891
	Iteration 65Q: 3 clusters Score -5284353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5284362.500000 Penalty: 5035.462891
	Iteration 66Q: 3 clusters Score -5284362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -5284361.000000 Penalty: 5035.462891
	Iteration 67Q: 3 clusters Score -5284361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5284379.500000 Penalty: 5035.462891
	Iteration 68Q: 3 clusters Score -5284380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -5284396.000000 Penalty: 5035.462891
	Iteration 69Q: 3 clusters Score -5284396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5284399.000000 Penalty: 5035.462891
	Iteration 70Q: 3 clusters Score -5284399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -5284401.000000 Penalty: 5035.462891
	Iteration 71Q: 3 clusters Score -5284401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5284380.500000 Penalty: 5035.462891
	Iteration 72Q: 3 clusters Score -5284380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -5284372.500000 Penalty: 5035.462891
	Iteration 73Q: 3 clusters Score -5284372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -5284369.500000 Penalty: 5035.462891
	Iteration 74Q: 3 clusters Score -5284370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5284360.000000 Penalty: 5035.462891
	Iteration 75Q: 3 clusters Score -5284360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -5284388.500000 Penalty: 5035.462891
	Iteration 76Q: 3 clusters Score -5284388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5284397.000000 Penalty: 5035.462891
	Iteration 77Q: 3 clusters Score -5284397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5284394.000000 Penalty: 5035.462891
	Iteration 78Q: 3 clusters Score -5284394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5284388.000000 Penalty: 5035.462891
	Iteration 79Q: 3 clusters Score -5284388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5284391.500000 Penalty: 5035.462891
	Iteration 80F: 3 clusters Score -5284392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5284396.500000 Penalty: 5035.462891
	Iteration 81Q: 3 clusters Score -5284396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5284392.000000 Penalty: 5035.462891
	Iteration 82Q: 3 clusters Score -5284392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5284401.000000 Penalty: 5035.462891
	Iteration 83Q: 3 clusters Score -5284401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5284398.500000 Penalty: 5035.462891
	Iteration 84Q: 3 clusters Score -5284398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5284398.500000 Penalty: 5035.462891
	Iteration 85F: 3 clusters Score -5284398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Entering Unmasked Estep 
Score: -6396807.000000 Penalty: 2581.524170
	Iteration 0F: 2 clusters Score -6396807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -6376612.000000 Penalty: 5163.048340
	Iteration 0F: 3 clusters Score -6376612 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -6384678.000000 Penalty: 5163.048340
	Iteration 1F: 3 clusters Score -6384678 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6385079.000000 Penalty: 5163.048340
	Iteration 2Q: 3 clusters Score -6385079 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -6385422.500000 Penalty: 5163.048340
	Iteration 3Q: 3 clusters Score -6385422 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -6385705.000000 Penalty: 5163.048340
	Iteration 4Q: 3 clusters Score -6385705 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -6385952.000000 Penalty: 5163.048340
	Iteration 5Q: 3 clusters Score -6385952 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -6386232.500000 Penalty: 5163.048340
	Iteration 6Q: 3 clusters Score -6386232 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -6386539.500000 Penalty: 5163.048340
	Iteration 7Q: 3 clusters Score -6386540 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6386891.000000 Penalty: 5163.048340
	Iteration 8Q: 3 clusters Score -6386891 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -6387495.000000 Penalty: 5163.048340
	Iteration 9Q: 3 clusters Score -6387495 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -6388152.000000 Penalty: 5163.048340
	Iteration 10Q: 3 clusters Score -6388152 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -6388988.000000 Penalty: 5163.048340
	Iteration 11Q: 3 clusters Score -6388988 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -6390052.500000 Penalty: 5163.048340
	Iteration 12Q: 3 clusters Score -6390052 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -6391097.000000 Penalty: 5163.048340
	Iteration 13Q: 3 clusters Score -6391097 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6392027.000000 Penalty: 5163.048340
	Iteration 14Q: 3 clusters Score -6392027 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6392641.000000 Penalty: 5163.048340
	Iteration 15Q: 3 clusters Score -6392641 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6393002.500000 Penalty: 5163.048340
	Iteration 16Q: 3 clusters Score -6393002 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6393264.000000 Penalty: 5163.048340
	Iteration 17Q: 3 clusters Score -6393264 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6393422.000000 Penalty: 5163.048340
	Iteration 18Q: 3 clusters Score -6393422 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6393597.500000 Penalty: 5163.048340
	Iteration 19Q: 3 clusters Score -6393598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6393737.500000 Penalty: 5163.048340
	Iteration 20F: 3 clusters Score -6393738 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -6393908.000000 Penalty: 5163.048340
	Iteration 21Q: 3 clusters Score -6393908 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -6394014.000000 Penalty: 5163.048340
	Iteration 22Q: 3 clusters Score -6394014 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -6394118.500000 Penalty: 5163.048340
	Iteration 23Q: 3 clusters Score -6394118 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -6394213.000000 Penalty: 5163.048340
	Iteration 24Q: 3 clusters Score -6394213 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -6394310.000000 Penalty: 5163.048340
	Iteration 25Q: 3 clusters Score -6394310 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -6394363.500000 Penalty: 5163.048340
	Iteration 26Q: 3 clusters Score -6394364 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -6394363.000000 Penalty: 5163.048340
	Iteration 27Q: 3 clusters Score -6394363 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6394406.000000 Penalty: 5163.048340
	Iteration 28Q: 3 clusters Score -6394406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6394465.500000 Penalty: 5163.048340
	Iteration 29Q: 3 clusters Score -6394466 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6394509.000000 Penalty: 5163.048340
	Iteration 30Q: 3 clusters Score -6394509 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -6394507.500000 Penalty: 5163.048340
	Iteration 31Q: 3 clusters Score -6394508 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -6394521.500000 Penalty: 5163.048340
	Iteration 32Q: 3 clusters Score -6394522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -6394557.000000 Penalty: 5163.048340
	Iteration 33Q: 3 clusters Score -6394557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -6394569.500000 Penalty: 5163.048340
	Iteration 34Q: 3 clusters Score -6394570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -6394597.500000 Penalty: 5163.048340
	Iteration 35Q: 3 clusters Score -6394598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -6394614.000000 Penalty: 5163.048340
	Iteration 36Q: 3 clusters Score -6394614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -6394631.500000 Penalty: 5163.048340
	Iteration 37Q: 3 clusters Score -6394632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -6394654.500000 Penalty: 5163.048340
	Iteration 38Q: 3 clusters Score -6394654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -6394666.500000 Penalty: 5163.048340
	Iteration 39Q: 3 clusters Score -6394666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -6394695.000000 Penalty: 5163.048340
	Iteration 40F: 3 clusters Score -6394695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -6394701.500000 Penalty: 5163.048340
	Iteration 41Q: 3 clusters Score -6394702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -6394702.500000 Penalty: 5163.048340
	Iteration 42Q: 3 clusters Score -6394702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6394706.000000 Penalty: 5163.048340
	Iteration 43Q: 3 clusters Score -6394706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6394711.000000 Penalty: 5163.048340
	Iteration 44Q: 3 clusters Score -6394711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -6394720.000000 Penalty: 5163.048340
	Iteration 45Q: 3 clusters Score -6394720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6394714.000000 Penalty: 5163.048340
	Iteration 46Q: 3 clusters Score -6394714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -6394717.500000 Penalty: 5163.048340
	Iteration 47Q: 3 clusters Score -6394718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -6394724.000000 Penalty: 5163.048340
	Iteration 48Q: 3 clusters Score -6394724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6394724.000000 Penalty: 5163.048340
	Iteration 49Q: 3 clusters Score -6394724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -6394723.500000 Penalty: 5163.048340
	Iteration 50Q: 3 clusters Score -6394724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -6394723.500000 Penalty: 5163.048340
	Iteration 51F: 3 clusters Score -6394724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -27772.736328 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -27772.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26946.113281 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -26946.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27097.976562 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -27097.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -27135.052734 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -27135.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -27141.529297 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -27141.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -27158.003906 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -27158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -27167.451172 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -27167.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -27171.445312 Penalty: 2594.629883
	Iteration 6Q: 3 clusters Score -27171.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -27173.558594 Penalty: 2594.629883
	Iteration 7Q: 3 clusters Score -27173.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -27173.558594 Penalty: 2594.629883
	Iteration 8F: 3 clusters Score -27173.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (32409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Entering Unmasked Estep 
Score: -6255953.500000 Penalty: 2575.775391
	Iteration 0F: 2 clusters Score -6255954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -6235960.500000 Penalty: 5151.550781
	Iteration 0F: 3 clusters Score -6235960 nChanged 14727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6243984.500000 Penalty: 5151.550781
	Iteration 1F: 3 clusters Score -6243984 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -6244408.500000 Penalty: 5151.550781
	Iteration 2Q: 3 clusters Score -6244408 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -6244768.000000 Penalty: 5151.550781
	Iteration 3Q: 3 clusters Score -6244768 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -6245064.500000 Penalty: 5151.550781
	Iteration 4Q: 3 clusters Score -6245064 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -6245309.000000 Penalty: 5151.550781
	Iteration 5Q: 3 clusters Score -6245309 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -6245529.500000 Penalty: 5151.550781
	Iteration 6Q: 3 clusters Score -6245530 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -6245815.000000 Penalty: 5151.550781
	Iteration 7Q: 3 clusters Score -6245815 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6246085.000000 Penalty: 5151.550781
	Iteration 8Q: 3 clusters Score -6246085 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -6246435.000000 Penalty: 5151.550781
	Iteration 9Q: 3 clusters Score -6246435 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -6246862.500000 Penalty: 5151.550781
	Iteration 10Q: 3 clusters Score -6246862 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -6247393.000000 Penalty: 5151.550781
	Iteration 11Q: 3 clusters Score -6247393 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -6248028.500000 Penalty: 5151.550781
	Iteration 12Q: 3 clusters Score -6248028 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -6248836.500000 Penalty: 5151.550781
	Iteration 13Q: 3 clusters Score -6248836 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -6249762.500000 Penalty: 5151.550781
	Iteration 14Q: 3 clusters Score -6249762 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6250673.500000 Penalty: 5151.550781
	Iteration 15Q: 3 clusters Score -6250674 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -6251373.500000 Penalty: 5151.550781
	Iteration 16Q: 3 clusters Score -6251374 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -6251954.500000 Penalty: 5151.550781
	Iteration 17Q: 3 clusters Score -6251954 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6252296.000000 Penalty: 5151.550781
	Iteration 18Q: 3 clusters Score -6252296 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6252542.500000 Penalty: 5151.550781
	Iteration 19Q: 3 clusters Score -6252542 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -6252718.000000 Penalty: 5151.550781
	Iteration 20F: 3 clusters Score -6252718 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -6252898.500000 Penalty: 5151.550781
	Iteration 21Q: 3 clusters Score -6252898 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6253041.500000 Penalty: 5151.550781
	Iteration 22Q: 3 clusters Score -6253042 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6253143.000000 Penalty: 5151.550781
	Iteration 23Q: 3 clusters Score -6253143 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6253247.000000 Penalty: 5151.550781
	Iteration 24Q: 3 clusters Score -6253247 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6253321.000000 Penalty: 5151.550781
	Iteration 25Q: 3 clusters Score -6253321 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6253384.000000 Penalty: 5151.550781
	Iteration 26Q: 3 clusters Score -6253384 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6253380.500000 Penalty: 5151.550781
	Iteration 27Q: 3 clusters Score -6253380 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6253412.000000 Penalty: 5151.550781
	Iteration 28Q: 3 clusters Score -6253412 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6253454.500000 Penalty: 5151.550781
	Iteration 29Q: 3 clusters Score -6253454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6253490.500000 Penalty: 5151.550781
	Iteration 30Q: 3 clusters Score -6253490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -6253516.000000 Penalty: 5151.550781
	Iteration 31Q: 3 clusters Score -6253516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6253556.500000 Penalty: 5151.550781
	Iteration 32Q: 3 clusters Score -6253556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6253574.500000 Penalty: 5151.550781
	Iteration 33Q: 3 clusters Score -6253574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6253617.500000 Penalty: 5151.550781
	Iteration 34Q: 3 clusters Score -6253618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6253660.500000 Penalty: 5151.550781
	Iteration 35Q: 3 clusters Score -6253660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6253675.000000 Penalty: 5151.550781
	Iteration 36Q: 3 clusters Score -6253675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6253676.500000 Penalty: 5151.550781
	Iteration 37Q: 3 clusters Score -6253676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6253696.500000 Penalty: 5151.550781
	Iteration 38Q: 3 clusters Score -6253696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6253744.500000 Penalty: 5151.550781
	Iteration 39Q: 3 clusters Score -6253744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6253764.500000 Penalty: 5151.550781
	Iteration 40F: 3 clusters Score -6253764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6253755.500000 Penalty: 5151.550781
	Iteration 41Q: 3 clusters Score -6253756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6253762.000000 Penalty: 5151.550781
	Iteration 42Q: 3 clusters Score -6253762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6253767.500000 Penalty: 5151.550781
	Iteration 43Q: 3 clusters Score -6253768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6253756.000000 Penalty: 5151.550781
	Iteration 44Q: 3 clusters Score -6253756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6253761.000000 Penalty: 5151.550781
	Iteration 45Q: 3 clusters Score -6253761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6253758.000000 Penalty: 5151.550781
	Iteration 46Q: 3 clusters Score -6253758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6253775.500000 Penalty: 5151.550781
	Iteration 47Q: 3 clusters Score -6253776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6253783.000000 Penalty: 5151.550781
	Iteration 48Q: 3 clusters Score -6253783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6253779.000000 Penalty: 5151.550781
	Iteration 49Q: 3 clusters Score -6253779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6253776.500000 Penalty: 5151.550781
	Iteration 50Q: 3 clusters Score -6253776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6253778.500000 Penalty: 5151.550781
	Iteration 51Q: 3 clusters Score -6253778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6253779.500000 Penalty: 5151.550781
	Iteration 52Q: 3 clusters Score -6253780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6253788.500000 Penalty: 5151.550781
	Iteration 53Q: 3 clusters Score -6253788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6253798.000000 Penalty: 5151.550781
	Iteration 54Q: 3 clusters Score -6253798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6253800.000000 Penalty: 5151.550781
	Iteration 55Q: 3 clusters Score -6253800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6253798.000000 Penalty: 5151.550781
	Iteration 56Q: 3 clusters Score -6253798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6253809.500000 Penalty: 5151.550781
	Iteration 57Q: 3 clusters Score -6253810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6253814.500000 Penalty: 5151.550781
	Iteration 58Q: 3 clusters Score -6253814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6253814.000000 Penalty: 5151.550781
	Iteration 59Q: 3 clusters Score -6253814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6253816.500000 Penalty: 5151.550781
	Iteration 60F: 3 clusters Score -6253816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6253816.500000 Penalty: 5151.550781
	Iteration 61Q: 3 clusters Score -6253816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6253816.000000 Penalty: 5151.550781
	Iteration 62Q: 3 clusters Score -6253816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6253811.500000 Penalty: 5151.550781
	Iteration 63Q: 3 clusters Score -6253812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6253812.500000 Penalty: 5151.550781
	Iteration 64Q: 3 clusters Score -6253812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6253817.000000 Penalty: 5151.550781
	Iteration 65Q: 3 clusters Score -6253817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6253811.500000 Penalty: 5151.550781
	Iteration 66Q: 3 clusters Score -6253812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6253811.500000 Penalty: 5151.550781
	Iteration 67Q: 3 clusters Score -6253812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6253814.500000 Penalty: 5151.550781
	Iteration 68Q: 3 clusters Score -6253814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6253813.000000 Penalty: 5151.550781
	Iteration 69Q: 3 clusters Score -6253813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6253815.500000 Penalty: 5151.550781
	Iteration 70Q: 3 clusters Score -6253816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6253818.500000 Penalty: 5151.550781
	Iteration 71Q: 3 clusters Score -6253818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6253819.500000 Penalty: 5151.550781
	Iteration 72Q: 3 clusters Score -6253820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6253819.500000 Penalty: 5151.550781
	Iteration 73F: 3 clusters Score -6253820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Entering Unmasked Estep 
Score: -4406911.500000 Penalty: 2472.101562
	Iteration 0F: 2 clusters Score -4406912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4394302.500000 Penalty: 4944.203125
	Iteration 0F: 3 clusters Score -4394302 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4399211.000000 Penalty: 4944.203125
	Iteration 1F: 3 clusters Score -4399211 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4399609.000000 Penalty: 4944.203125
	Iteration 2F: 3 clusters Score -4399609 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4399785.000000 Penalty: 4944.203125
	Iteration 3Q: 3 clusters Score -4399785 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4399967.000000 Penalty: 4944.203125
	Iteration 4Q: 3 clusters Score -4399967 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4400056.000000 Penalty: 4944.203125
	Iteration 5Q: 3 clusters Score -4400056 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4400567.000000 Penalty: 4944.203125
	Iteration 6F: 3 clusters Score -4400567 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -4400911.000000 Penalty: 4944.203125
	Iteration 7F: 3 clusters Score -4400911 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4401471.500000 Penalty: 4944.203125
	Iteration 8F: 3 clusters Score -4401472 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4402020.000000 Penalty: 4944.203125
	Iteration 9Q: 3 clusters Score -4402020 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -4402557.000000 Penalty: 4944.203125
	Iteration 10Q: 3 clusters Score -4402557 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4402962.000000 Penalty: 4944.203125
	Iteration 11Q: 3 clusters Score -4402962 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4403337.500000 Penalty: 4944.203125
	Iteration 12Q: 3 clusters Score -4403338 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4403675.000000 Penalty: 4944.203125
	Iteration 13Q: 3 clusters Score -4403675 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4403953.000000 Penalty: 4944.203125
	Iteration 14Q: 3 clusters Score -4403953 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4404137.000000 Penalty: 4944.203125
	Iteration 15Q: 3 clusters Score -4404137 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4404291.500000 Penalty: 4944.203125
	Iteration 16Q: 3 clusters Score -4404292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4404412.500000 Penalty: 4944.203125
	Iteration 17Q: 3 clusters Score -4404412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4404478.500000 Penalty: 4944.203125
	Iteration 18Q: 3 clusters Score -4404478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4404528.500000 Penalty: 4944.203125
	Iteration 19Q: 3 clusters Score -4404528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4404565.500000 Penalty: 4944.203125
	Iteration 20F: 3 clusters Score -4404566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -4404599.500000 Penalty: 4944.203125
	Iteration 21Q: 3 clusters Score -4404600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4404625.000000 Penalty: 4944.203125
	Iteration 22Q: 3 clusters Score -4404625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4404635.000000 Penalty: 4944.203125
	Iteration 23Q: 3 clusters Score -4404635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4404643.500000 Penalty: 4944.203125
	Iteration 24Q: 3 clusters Score -4404644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4404651.500000 Penalty: 4944.203125
	Iteration 25Q: 3 clusters Score -4404652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4404656.000000 Penalty: 4944.203125
	Iteration 26Q: 3 clusters Score -4404656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4404664.000000 Penalty: 4944.203125
	Iteration 27Q: 3 clusters Score -4404664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4404661.000000 Penalty: 4944.203125
	Iteration 28Q: 3 clusters Score -4404661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4404672.000000 Penalty: 4944.203125
	Iteration 29Q: 3 clusters Score -4404672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -4404686.000000 Penalty: 4944.203125
	Iteration 30Q: 3 clusters Score -4404686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4404690.500000 Penalty: 4944.203125
	Iteration 31Q: 3 clusters Score -4404690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4404700.500000 Penalty: 4944.203125
	Iteration 32Q: 3 clusters Score -4404700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4404707.500000 Penalty: 4944.203125
	Iteration 33Q: 3 clusters Score -4404708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -4404721.500000 Penalty: 4944.203125
	Iteration 34Q: 3 clusters Score -4404722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4404726.500000 Penalty: 4944.203125
	Iteration 35Q: 3 clusters Score -4404726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4404729.500000 Penalty: 4944.203125
	Iteration 36Q: 3 clusters Score -4404730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4404729.000000 Penalty: 4944.203125
	Iteration 37Q: 3 clusters Score -4404729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4404732.000000 Penalty: 4944.203125
	Iteration 38Q: 3 clusters Score -4404732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4404733.000000 Penalty: 4944.203125
	Iteration 39Q: 3 clusters Score -4404733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4404735.000000 Penalty: 4944.203125
	Iteration 40F: 3 clusters Score -4404735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4404737.500000 Penalty: 4944.203125
	Iteration 41Q: 3 clusters Score -4404738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4404736.500000 Penalty: 4944.203125
	Iteration 42Q: 3 clusters Score -4404736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4404736.500000 Penalty: 4944.203125
	Iteration 43F: 3 clusters Score -4404736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Entering Unmasked Estep 
Score: -5688091.000000 Penalty: 2553.985596
	Iteration 0F: 2 clusters Score -5688091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -5668517.500000 Penalty: 5107.971191
	Iteration 0F: 3 clusters Score -5668518 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5675922.500000 Penalty: 5107.971191
	Iteration 1F: 3 clusters Score -5675922 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -5676351.500000 Penalty: 5107.971191
	Iteration 2Q: 3 clusters Score -5676352 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5676759.000000 Penalty: 5107.971191
	Iteration 3Q: 3 clusters Score -5676759 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5677116.500000 Penalty: 5107.971191
	Iteration 4Q: 3 clusters Score -5677116 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5677567.500000 Penalty: 5107.971191
	Iteration 5Q: 3 clusters Score -5677568 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5678128.500000 Penalty: 5107.971191
	Iteration 6Q: 3 clusters Score -5678128 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5678889.500000 Penalty: 5107.971191
	Iteration 7F: 3 clusters Score -5678890 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5679723.000000 Penalty: 5107.971191
	Iteration 8F: 3 clusters Score -5679723 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5680793.000000 Penalty: 5107.971191
	Iteration 9F: 3 clusters Score -5680793 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5682125.500000 Penalty: 5107.971191
	Iteration 10F: 3 clusters Score -5682126 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5683191.000000 Penalty: 5107.971191
	Iteration 11F: 3 clusters Score -5683191 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5683788.000000 Penalty: 5107.971191
	Iteration 12Q: 3 clusters Score -5683788 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5684075.000000 Penalty: 5107.971191
	Iteration 13Q: 3 clusters Score -5684075 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5684207.000000 Penalty: 5107.971191
	Iteration 14Q: 3 clusters Score -5684207 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -5684293.500000 Penalty: 5107.971191
	Iteration 15Q: 3 clusters Score -5684294 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -5684367.000000 Penalty: 5107.971191
	Iteration 16Q: 3 clusters Score -5684367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5684442.500000 Penalty: 5107.971191
	Iteration 17Q: 3 clusters Score -5684442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5684503.000000 Penalty: 5107.971191
	Iteration 18Q: 3 clusters Score -5684503 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5684530.500000 Penalty: 5107.971191
	Iteration 19Q: 3 clusters Score -5684530 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -5684542.500000 Penalty: 5107.971191
	Iteration 20F: 3 clusters Score -5684542 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5684589.500000 Penalty: 5107.971191
	Iteration 21Q: 3 clusters Score -5684590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5684584.000000 Penalty: 5107.971191
	Iteration 22Q: 3 clusters Score -5684584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5684583.000000 Penalty: 5107.971191
	Iteration 23Q: 3 clusters Score -5684583 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -5684586.000000 Penalty: 5107.971191
	Iteration 24Q: 3 clusters Score -5684586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5684566.500000 Penalty: 5107.971191
	Iteration 25Q: 3 clusters Score -5684566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -5684571.500000 Penalty: 5107.971191
	Iteration 26Q: 3 clusters Score -5684572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5684559.500000 Penalty: 5107.971191
	Iteration 27Q: 3 clusters Score -5684560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5684572.000000 Penalty: 5107.971191
	Iteration 28Q: 3 clusters Score -5684572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5684568.500000 Penalty: 5107.971191
	Iteration 29Q: 3 clusters Score -5684568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5684565.000000 Penalty: 5107.971191
	Iteration 30Q: 3 clusters Score -5684565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5684558.000000 Penalty: 5107.971191
	Iteration 31Q: 3 clusters Score -5684558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -5684558.000000 Penalty: 5107.971191
	Iteration 32Q: 3 clusters Score -5684558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -5684550.000000 Penalty: 5107.971191
	Iteration 33Q: 3 clusters Score -5684550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -5684552.000000 Penalty: 5107.971191
	Iteration 34Q: 3 clusters Score -5684552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5684539.500000 Penalty: 5107.971191
	Iteration 35Q: 3 clusters Score -5684540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -5684543.000000 Penalty: 5107.971191
	Iteration 36Q: 3 clusters Score -5684543 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5684547.000000 Penalty: 5107.971191
	Iteration 37Q: 3 clusters Score -5684547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5684545.500000 Penalty: 5107.971191
	Iteration 38Q: 3 clusters Score -5684546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5684541.000000 Penalty: 5107.971191
	Iteration 39Q: 3 clusters Score -5684541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5684544.000000 Penalty: 5107.971191
	Iteration 40F: 3 clusters Score -5684544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5684526.000000 Penalty: 5107.971191
	Iteration 41Q: 3 clusters Score -5684526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5684526.000000 Penalty: 5107.971191
	Iteration 42Q: 3 clusters Score -5684526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5684519.500000 Penalty: 5107.971191
	Iteration 43Q: 3 clusters Score -5684520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -5684520.000000 Penalty: 5107.971191
	Iteration 44Q: 3 clusters Score -5684520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5684514.500000 Penalty: 5107.971191
	Iteration 45Q: 3 clusters Score -5684514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -5684517.000000 Penalty: 5107.971191
	Iteration 46Q: 3 clusters Score -5684517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -5684514.000000 Penalty: 5107.971191
	Iteration 47Q: 3 clusters Score -5684514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -5684511.500000 Penalty: 5107.971191
	Iteration 48Q: 3 clusters Score -5684512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5684507.500000 Penalty: 5107.971191
	Iteration 49Q: 3 clusters Score -5684508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -5684501.500000 Penalty: 5107.971191
	Iteration 50Q: 3 clusters Score -5684502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5684495.500000 Penalty: 5107.971191
	Iteration 51Q: 3 clusters Score -5684496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5684508.000000 Penalty: 5107.971191
	Iteration 52Q: 3 clusters Score -5684508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -5684497.500000 Penalty: 5107.971191
	Iteration 53Q: 3 clusters Score -5684498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5684493.000000 Penalty: 5107.971191
	Iteration 54Q: 3 clusters Score -5684493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5684496.000000 Penalty: 5107.971191
	Iteration 55Q: 3 clusters Score -5684496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5684491.500000 Penalty: 5107.971191
	Iteration 56Q: 3 clusters Score -5684492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -5684485.000000 Penalty: 5107.971191
	Iteration 57Q: 3 clusters Score -5684485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5684483.500000 Penalty: 5107.971191
	Iteration 58Q: 3 clusters Score -5684484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -5684477.500000 Penalty: 5107.971191
	Iteration 59Q: 3 clusters Score -5684478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5684474.500000 Penalty: 5107.971191
	Iteration 60F: 3 clusters Score -5684474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -5684478.000000 Penalty: 5107.971191
	Iteration 61Q: 3 clusters Score -5684478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5684478.500000 Penalty: 5107.971191
	Iteration 62Q: 3 clusters Score -5684478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -5684483.500000 Penalty: 5107.971191
	Iteration 63Q: 3 clusters Score -5684484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -5684479.000000 Penalty: 5107.971191
	Iteration 64Q: 3 clusters Score -5684479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5684478.500000 Penalty: 5107.971191
	Iteration 65Q: 3 clusters Score -5684478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5684471.500000 Penalty: 5107.971191
	Iteration 66Q: 3 clusters Score -5684472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5684467.500000 Penalty: 5107.971191
	Iteration 67Q: 3 clusters Score -5684468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -5684456.000000 Penalty: 5107.971191
	Iteration 68Q: 3 clusters Score -5684456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5684463.500000 Penalty: 5107.971191
	Iteration 69Q: 3 clusters Score -5684464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5684451.500000 Penalty: 5107.971191
	Iteration 70Q: 3 clusters Score -5684452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -5684445.000000 Penalty: 5107.971191
	Iteration 71Q: 3 clusters Score -5684445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5684445.500000 Penalty: 5107.971191
	Iteration 72Q: 3 clusters Score -5684446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5684437.000000 Penalty: 5107.971191
	Iteration 73Q: 3 clusters Score -5684437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5684438.500000 Penalty: 5107.971191
	Iteration 74Q: 3 clusters Score -5684438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5684441.000000 Penalty: 5107.971191
	Iteration 75Q: 3 clusters Score -5684441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -5684439.500000 Penalty: 5107.971191
	Iteration 76Q: 3 clusters Score -5684440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5684435.500000 Penalty: 5107.971191
	Iteration 77Q: 3 clusters Score -5684436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -5684435.000000 Penalty: 5107.971191
	Iteration 78Q: 3 clusters Score -5684435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -5684422.500000 Penalty: 5107.971191
	Iteration 79Q: 3 clusters Score -5684422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5684419.500000 Penalty: 5107.971191
	Iteration 80F: 3 clusters Score -5684420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5684422.000000 Penalty: 5107.971191
	Iteration 81Q: 3 clusters Score -5684422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -5684428.000000 Penalty: 5107.971191
	Iteration 82Q: 3 clusters Score -5684428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -5684424.000000 Penalty: 5107.971191
	Iteration 83Q: 3 clusters Score -5684424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5684423.000000 Penalty: 5107.971191
	Iteration 84Q: 3 clusters Score -5684423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5684423.000000 Penalty: 5107.971191
	Iteration 85Q: 3 clusters Score -5684423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5684413.500000 Penalty: 5107.971191
	Iteration 86Q: 3 clusters Score -5684414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -5684409.500000 Penalty: 5107.971191
	Iteration 87Q: 3 clusters Score -5684410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5684402.500000 Penalty: 5107.971191
	Iteration 88Q: 3 clusters Score -5684402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -5684404.000000 Penalty: 5107.971191
	Iteration 89Q: 3 clusters Score -5684404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5684401.500000 Penalty: 5107.971191
	Iteration 90Q: 3 clusters Score -5684402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -5684399.000000 Penalty: 5107.971191
	Iteration 91Q: 3 clusters Score -5684399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5684403.000000 Penalty: 5107.971191
	Iteration 92Q: 3 clusters Score -5684403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -5684395.000000 Penalty: 5107.971191
	Iteration 93Q: 3 clusters Score -5684395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5684389.000000 Penalty: 5107.971191
	Iteration 94Q: 3 clusters Score -5684389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5684392.500000 Penalty: 5107.971191
	Iteration 95Q: 3 clusters Score -5684392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5684399.000000 Penalty: 5107.971191
	Iteration 96Q: 3 clusters Score -5684399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -5684390.000000 Penalty: 5107.971191
	Iteration 97Q: 3 clusters Score -5684390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5684389.500000 Penalty: 5107.971191
	Iteration 98Q: 3 clusters Score -5684390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -5684376.500000 Penalty: 5107.971191
	Iteration 99Q: 3 clusters Score -5684376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -5684365.000000 Penalty: 5107.971191
	Iteration 100F: 3 clusters Score -5684365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -5684362.500000 Penalty: 5107.971191
	Iteration 101Q: 3 clusters Score -5684362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5684334.000000 Penalty: 5107.971191
	Iteration 102Q: 3 clusters Score -5684334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5684313.500000 Penalty: 5107.971191
	Iteration 103Q: 3 clusters Score -5684314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5684318.500000 Penalty: 5107.971191
	Iteration 104Q: 3 clusters Score -5684318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5684304.000000 Penalty: 5107.971191
	Iteration 105Q: 3 clusters Score -5684304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5684316.000000 Penalty: 5107.971191
	Iteration 106Q: 3 clusters Score -5684316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5684317.000000 Penalty: 5107.971191
	Iteration 107Q: 3 clusters Score -5684317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5684316.000000 Penalty: 5107.971191
	Iteration 108Q: 3 clusters Score -5684316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5684307.500000 Penalty: 5107.971191
	Iteration 109Q: 3 clusters Score -5684308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5684297.500000 Penalty: 5107.971191
	Iteration 110Q: 3 clusters Score -5684298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5684301.500000 Penalty: 5107.971191
	Iteration 111Q: 3 clusters Score -5684302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -5684295.000000 Penalty: 5107.971191
	Iteration 112Q: 3 clusters Score -5684295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5684286.500000 Penalty: 5107.971191
	Iteration 113Q: 3 clusters Score -5684286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5684280.000000 Penalty: 5107.971191
	Iteration 114Q: 3 clusters Score -5684280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -5684277.500000 Penalty: 5107.971191
	Iteration 115Q: 3 clusters Score -5684278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5684259.500000 Penalty: 5107.971191
	Iteration 116Q: 3 clusters Score -5684260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -5684251.500000 Penalty: 5107.971191
	Iteration 117Q: 3 clusters Score -5684252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -5684257.000000 Penalty: 5107.971191
	Iteration 118Q: 3 clusters Score -5684257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5684266.000000 Penalty: 5107.971191
	Iteration 119Q: 3 clusters Score -5684266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5684252.500000 Penalty: 5107.971191
	Iteration 120F: 3 clusters Score -5684252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5684239.000000 Penalty: 5107.971191
	Iteration 121Q: 3 clusters Score -5684239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5684244.500000 Penalty: 5107.971191
	Iteration 122Q: 3 clusters Score -5684244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5684246.500000 Penalty: 5107.971191
	Iteration 123Q: 3 clusters Score -5684246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5684238.000000 Penalty: 5107.971191
	Iteration 124Q: 3 clusters Score -5684238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -5684243.500000 Penalty: 5107.971191
	Iteration 125Q: 3 clusters Score -5684244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5684226.500000 Penalty: 5107.971191
	Iteration 126Q: 3 clusters Score -5684226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -5684228.000000 Penalty: 5107.971191
	Iteration 127Q: 3 clusters Score -5684228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5684223.500000 Penalty: 5107.971191
	Iteration 128Q: 3 clusters Score -5684224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5684224.000000 Penalty: 5107.971191
	Iteration 129Q: 3 clusters Score -5684224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -5684215.500000 Penalty: 5107.971191
	Iteration 130Q: 3 clusters Score -5684216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -5684207.000000 Penalty: 5107.971191
	Iteration 131Q: 3 clusters Score -5684207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5684198.000000 Penalty: 5107.971191
	Iteration 132Q: 3 clusters Score -5684198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5684191.000000 Penalty: 5107.971191
	Iteration 133Q: 3 clusters Score -5684191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5684183.500000 Penalty: 5107.971191
	Iteration 134Q: 3 clusters Score -5684184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5684163.500000 Penalty: 5107.971191
	Iteration 135Q: 3 clusters Score -5684164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5684154.500000 Penalty: 5107.971191
	Iteration 136Q: 3 clusters Score -5684154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5684153.500000 Penalty: 5107.971191
	Iteration 137Q: 3 clusters Score -5684154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5684147.000000 Penalty: 5107.971191
	Iteration 138Q: 3 clusters Score -5684147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -5684144.000000 Penalty: 5107.971191
	Iteration 139Q: 3 clusters Score -5684144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5684142.500000 Penalty: 5107.971191
	Iteration 140F: 3 clusters Score -5684142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5684140.500000 Penalty: 5107.971191
	Iteration 141Q: 3 clusters Score -5684140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -5684145.500000 Penalty: 5107.971191
	Iteration 142Q: 3 clusters Score -5684146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5684126.500000 Penalty: 5107.971191
	Iteration 143Q: 3 clusters Score -5684126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -5684128.000000 Penalty: 5107.971191
	Iteration 144Q: 3 clusters Score -5684128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5684121.000000 Penalty: 5107.971191
	Iteration 145Q: 3 clusters Score -5684121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5684110.000000 Penalty: 5107.971191
	Iteration 146Q: 3 clusters Score -5684110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5684113.500000 Penalty: 5107.971191
	Iteration 147Q: 3 clusters Score -5684114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -5684089.000000 Penalty: 5107.971191
	Iteration 148Q: 3 clusters Score -5684089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -5684089.000000 Penalty: 5107.971191
	Iteration 149Q: 3 clusters Score -5684089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5684061.500000 Penalty: 5107.971191
	Iteration 150Q: 3 clusters Score -5684062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5684062.000000 Penalty: 5107.971191
	Iteration 151Q: 3 clusters Score -5684062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5684047.000000 Penalty: 5107.971191
	Iteration 152Q: 3 clusters Score -5684047 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -5684051.000000 Penalty: 5107.971191
	Iteration 153Q: 3 clusters Score -5684051 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5684040.500000 Penalty: 5107.971191
	Iteration 154Q: 3 clusters Score -5684040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5684020.000000 Penalty: 5107.971191
	Iteration 155Q: 3 clusters Score -5684020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -5684003.500000 Penalty: 5107.971191
	Iteration 156Q: 3 clusters Score -5684004 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -5684001.000000 Penalty: 5107.971191
	Iteration 157Q: 3 clusters Score -5684001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5683974.500000 Penalty: 5107.971191
	Iteration 158Q: 3 clusters Score -5683974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5683965.000000 Penalty: 5107.971191
	Iteration 159Q: 3 clusters Score -5683965 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -5683954.000000 Penalty: 5107.971191
	Iteration 160F: 3 clusters Score -5683954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5683957.500000 Penalty: 5107.971191
	Iteration 161Q: 3 clusters Score -5683958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -5683928.500000 Penalty: 5107.971191
	Iteration 162Q: 3 clusters Score -5683928 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -5683906.500000 Penalty: 5107.971191
	Iteration 163Q: 3 clusters Score -5683906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5683897.000000 Penalty: 5107.971191
	Iteration 164Q: 3 clusters Score -5683897 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5683905.500000 Penalty: 5107.971191
	Iteration 165Q: 3 clusters Score -5683906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5683894.500000 Penalty: 5107.971191
	Iteration 166Q: 3 clusters Score -5683894 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -5683889.000000 Penalty: 5107.971191
	Iteration 167Q: 3 clusters Score -5683889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -5683878.500000 Penalty: 5107.971191
	Iteration 168Q: 3 clusters Score -5683878 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5683851.500000 Penalty: 5107.971191
	Iteration 169Q: 3 clusters Score -5683852 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5683847.000000 Penalty: 5107.971191
	Iteration 170Q: 3 clusters Score -5683847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -5683845.000000 Penalty: 5107.971191
	Iteration 171Q: 3 clusters Score -5683845 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5683831.000000 Penalty: 5107.971191
	Iteration 172Q: 3 clusters Score -5683831 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -5683855.000000 Penalty: 5107.971191
	Iteration 173Q: 3 clusters Score -5683855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -5683843.500000 Penalty: 5107.971191
	Iteration 174Q: 3 clusters Score -5683844 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5683824.000000 Penalty: 5107.971191
	Iteration 175Q: 3 clusters Score -5683824 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -5683820.500000 Penalty: 5107.971191
	Iteration 176Q: 3 clusters Score -5683820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5683804.000000 Penalty: 5107.971191
	Iteration 177Q: 3 clusters Score -5683804 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -5683826.000000 Penalty: 5107.971191
	Iteration 178Q: 3 clusters Score -5683826 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5683852.500000 Penalty: 5107.971191
	Iteration 179Q: 3 clusters Score -5683852 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5683853.000000 Penalty: 5107.971191
	Iteration 180F: 3 clusters Score -5683853 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -5683843.500000 Penalty: 5107.971191
	Iteration 181Q: 3 clusters Score -5683844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5683814.500000 Penalty: 5107.971191
	Iteration 182Q: 3 clusters Score -5683814 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -5683830.000000 Penalty: 5107.971191
	Iteration 183Q: 3 clusters Score -5683830 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -5683819.000000 Penalty: 5107.971191
	Iteration 184Q: 3 clusters Score -5683819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -5683819.500000 Penalty: 5107.971191
	Iteration 185Q: 3 clusters Score -5683820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5683808 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5683811 nChanged 179
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Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5683820 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5683804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5683822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5683824 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -5683836 nChanged 221
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Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5683816 nChanged 255
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Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -5683815 nChanged 282
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Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5683871 nChanged 335
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Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5683900 nChanged 389
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Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5683944 nChanged 429
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Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -5683973 nChanged 449
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5684060 nChanged 451
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Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -5684196 nChanged 444
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Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5684336 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5684465 nChanged 378
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Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5684564 nChanged 364
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Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -5684662 nChanged 331
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Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5684750 nChanged 262
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Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5684802 nChanged 233
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Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5684874 nChanged 234
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Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5684948 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -5684995 nChanged 178
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Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5685048 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5685084 nChanged 134
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Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5685109 nChanged 113
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Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5685126 nChanged 96
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Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5685148 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5685174 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5685178 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5685202 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5685226 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5685251 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -5685262 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5685288 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5685312 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5685334 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5685350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5685352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5685382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -5685406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -5685422.000000 Penalty: 5107.971191
	Iteration 228Q: 3 clusters Score -5685422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5685438.000000 Penalty: 5107.971191
	Iteration 229Q: 3 clusters Score -5685438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5685449.500000 Penalty: 5107.971191
	Iteration 230Q: 3 clusters Score -5685450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5685459.000000 Penalty: 5107.971191
	Iteration 231Q: 3 clusters Score -5685459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -5685498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5685517.500000 Penalty: 5107.971191
	Iteration 233Q: 3 clusters Score -5685518 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5685535.500000 Penalty: 5107.971191
	Iteration 234Q: 3 clusters Score -5685536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5685541.500000 Penalty: 5107.971191
	Iteration 235Q: 3 clusters Score -5685542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -5685565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5685586.500000 Penalty: 5107.971191
	Iteration 237Q: 3 clusters Score -5685586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5685599.000000 Penalty: 5107.971191
	Iteration 238Q: 3 clusters Score -5685599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5685602.500000 Penalty: 5107.971191
	Iteration 239Q: 3 clusters Score -5685602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5685629.500000 Penalty: 5107.971191
	Iteration 240F: 3 clusters Score -5685630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5685640.500000 Penalty: 5107.971191
	Iteration 241Q: 3 clusters Score -5685640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5685650.000000 Penalty: 5107.971191
	Iteration 242Q: 3 clusters Score -5685650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5685673.500000 Penalty: 5107.971191
	Iteration 243Q: 3 clusters Score -5685674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5685679.000000 Penalty: 5107.971191
	Iteration 244Q: 3 clusters Score -5685679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5685691.500000 Penalty: 5107.971191
	Iteration 245Q: 3 clusters Score -5685692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5685706.500000 Penalty: 5107.971191
	Iteration 246Q: 3 clusters Score -5685706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5685731.500000 Penalty: 5107.971191
	Iteration 247Q: 3 clusters Score -5685732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5685738.000000 Penalty: 5107.971191
	Iteration 248Q: 3 clusters Score -5685738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5685743.500000 Penalty: 5107.971191
	Iteration 249Q: 3 clusters Score -5685744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5685755.500000 Penalty: 5107.971191
	Iteration 250Q: 3 clusters Score -5685756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5685766.500000 Penalty: 5107.971191
	Iteration 251Q: 3 clusters Score -5685766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5685784.000000 Penalty: 5107.971191
	Iteration 252Q: 3 clusters Score -5685784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5685787.000000 Penalty: 5107.971191
	Iteration 253Q: 3 clusters Score -5685787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5685788.000000 Penalty: 5107.971191
	Iteration 254Q: 3 clusters Score -5685788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5685799.500000 Penalty: 5107.971191
	Iteration 255Q: 3 clusters Score -5685800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5685796.500000 Penalty: 5107.971191
	Iteration 256Q: 3 clusters Score -5685796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5685798.500000 Penalty: 5107.971191
	Iteration 257Q: 3 clusters Score -5685798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5685805.000000 Penalty: 5107.971191
	Iteration 258Q: 3 clusters Score -5685805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5685811.000000 Penalty: 5107.971191
	Iteration 259Q: 3 clusters Score -5685811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5685825.000000 Penalty: 5107.971191
	Iteration 260F: 3 clusters Score -5685825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5685835.000000 Penalty: 5107.971191
	Iteration 261Q: 3 clusters Score -5685835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5685839.500000 Penalty: 5107.971191
	Iteration 262Q: 3 clusters Score -5685840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5685831.000000 Penalty: 5107.971191
	Iteration 263Q: 3 clusters Score -5685831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5685844.000000 Penalty: 5107.971191
	Iteration 264Q: 3 clusters Score -5685844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5685845.500000 Penalty: 5107.971191
	Iteration 265Q: 3 clusters Score -5685846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5685850.500000 Penalty: 5107.971191
	Iteration 266Q: 3 clusters Score -5685850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5685855.500000 Penalty: 5107.971191
	Iteration 267Q: 3 clusters Score -5685856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5685850.000000 Penalty: 5107.971191
	Iteration 268Q: 3 clusters Score -5685850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5685857.500000 Penalty: 5107.971191
	Iteration 269Q: 3 clusters Score -5685858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5685860.500000 Penalty: 5107.971191
	Iteration 270Q: 3 clusters Score -5685860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5685862.500000 Penalty: 5107.971191
	Iteration 271Q: 3 clusters Score -5685862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5685860.000000 Penalty: 5107.971191
	Iteration 272Q: 3 clusters Score -5685860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5685865.000000 Penalty: 5107.971191
	Iteration 273Q: 3 clusters Score -5685865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5685868.500000 Penalty: 5107.971191
	Iteration 274Q: 3 clusters Score -5685868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5685866.500000 Penalty: 5107.971191
	Iteration 275Q: 3 clusters Score -5685866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5685866.500000 Penalty: 5107.971191
	Iteration 276F: 3 clusters Score -5685866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -36178.917969 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -36178.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35012.179688 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -35012.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35086.703125 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -35086.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -35107.464844 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -35107.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35114.589844 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -35114.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -35114.589844 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -35114.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Entering Unmasked Estep 
Score: -308205.281250 Penalty: 1843.402710
	Iteration 0F: 2 clusters Score -308205.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -305829.531250 Penalty: 3686.805420
	Iteration 0F: 3 clusters Score -305829.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -306406.093750 Penalty: 3686.805420
	Iteration 1F: 3 clusters Score -306406.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -306737.750000 Penalty: 3686.805420
	Iteration 2F: 3 clusters Score -306737.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -307003.031250 Penalty: 3686.805420
	Iteration 3F: 3 clusters Score -307003 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -307140.343750 Penalty: 3686.805420
	Iteration 4F: 3 clusters Score -307140.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -307227.375000 Penalty: 3686.805420
	Iteration 5Q: 3 clusters Score -307227.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -307265.562500 Penalty: 3686.805420
	Iteration 6Q: 3 clusters Score -307265.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -307297.875000 Penalty: 3686.805420
	Iteration 7Q: 3 clusters Score -307297.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -307324.156250 Penalty: 3686.805420
	Iteration 8Q: 3 clusters Score -307324.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -307340.468750 Penalty: 3686.805420
	Iteration 9Q: 3 clusters Score -307340.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -307355.843750 Penalty: 3686.805420
	Iteration 10Q: 3 clusters Score -307355.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -307376.187500 Penalty: 3686.805420
	Iteration 11Q: 3 clusters Score -307376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -307388.062500 Penalty: 3686.805420
	Iteration 12Q: 3 clusters Score -307388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -307397.687500 Penalty: 3686.805420
	Iteration 13Q: 3 clusters Score -307397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -307402.500000 Penalty: 3686.805420
	Iteration 14Q: 3 clusters Score -307402.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -307408.531250 Penalty: 3686.805420
	Iteration 15Q: 3 clusters Score -307408.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -307416.000000 Penalty: 3686.805420
	Iteration 16Q: 3 clusters Score -307416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -307418.937500 Penalty: 3686.805420
	Iteration 17Q: 3 clusters Score -307418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -307420.312500 Penalty: 3686.805420
	Iteration 18Q: 3 clusters Score -307420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -307422.468750 Penalty: 3686.805420
	Iteration 19Q: 3 clusters Score -307422.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -307427.656250 Penalty: 3686.805420
	Iteration 20F: 3 clusters Score -307427.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -307432.406250 Penalty: 3686.805420
	Iteration 21Q: 3 clusters Score -307432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307439.781250 Penalty: 3686.805420
	Iteration 22Q: 3 clusters Score -307439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -307445.375000 Penalty: 3686.805420
	Iteration 23Q: 3 clusters Score -307445.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -307456.937500 Penalty: 3686.805420
	Iteration 24Q: 3 clusters Score -307456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -307466.437500 Penalty: 3686.805420
	Iteration 25Q: 3 clusters Score -307466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -307485.250000 Penalty: 3686.805420
	Iteration 26Q: 3 clusters Score -307485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -307497.718750 Penalty: 3686.805420
	Iteration 27Q: 3 clusters Score -307497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -307504.468750 Penalty: 3686.805420
	Iteration 28Q: 3 clusters Score -307504.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -307511.906250 Penalty: 3686.805420
	Iteration 29Q: 3 clusters Score -307511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -307520.375000 Penalty: 3686.805420
	Iteration 30Q: 3 clusters Score -307520.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -307523.250000 Penalty: 3686.805420
	Iteration 31Q: 3 clusters Score -307523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -307525.875000 Penalty: 3686.805420
	Iteration 32Q: 3 clusters Score -307525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -307535.218750 Penalty: 3686.805420
	Iteration 33Q: 3 clusters Score -307535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -307549.593750 Penalty: 3686.805420
	Iteration 34Q: 3 clusters Score -307549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -307563.312500 Penalty: 3686.805420
	Iteration 35Q: 3 clusters Score -307563.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -307581.812500 Penalty: 3686.805420
	Iteration 36Q: 3 clusters Score -307581.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -307605.312500 Penalty: 3686.805420
	Iteration 37Q: 3 clusters Score -307605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -307618.593750 Penalty: 3686.805420
	Iteration 38Q: 3 clusters Score -307618.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -307626.125000 Penalty: 3686.805420
	Iteration 39Q: 3 clusters Score -307626.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -307631.531250 Penalty: 3686.805420
	Iteration 40F: 3 clusters Score -307631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -307632.468750 Penalty: 3686.805420
	Iteration 41Q: 3 clusters Score -307632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -307632.468750 Penalty: 3686.805420
	Iteration 42F: 3 clusters Score -307632.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Entering Unmasked Estep 
Score: -5171315.000000 Penalty: 2536.596680
	Iteration 0F: 2 clusters Score -5171315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5152983.500000 Penalty: 5073.193359
	Iteration 0F: 3 clusters Score -5152984 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5159591.500000 Penalty: 5073.193359
	Iteration 1F: 3 clusters Score -5159592 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5160022.000000 Penalty: 5073.193359
	Iteration 2Q: 3 clusters Score -5160022 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -5160358.000000 Penalty: 5073.193359
	Iteration 3Q: 3 clusters Score -5160358 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -5160645.000000 Penalty: 5073.193359
	Iteration 4Q: 3 clusters Score -5160645 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -5160938.500000 Penalty: 5073.193359
	Iteration 5Q: 3 clusters Score -5160938 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -5161244.000000 Penalty: 5073.193359
	Iteration 6Q: 3 clusters Score -5161244 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5161565.500000 Penalty: 5073.193359
	Iteration 7Q: 3 clusters Score -5161566 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -5161883.000000 Penalty: 5073.193359
	Iteration 8Q: 3 clusters Score -5161883 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -5162290.000000 Penalty: 5073.193359
	Iteration 9Q: 3 clusters Score -5162290 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5162839.000000 Penalty: 5073.193359
	Iteration 10Q: 3 clusters Score -5162839 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -5163537.500000 Penalty: 5073.193359
	Iteration 11Q: 3 clusters Score -5163538 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -5164370.500000 Penalty: 5073.193359
	Iteration 12Q: 3 clusters Score -5164370 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5165161.000000 Penalty: 5073.193359
	Iteration 13F: 3 clusters Score -5165161 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5165687.000000 Penalty: 5073.193359
	Iteration 14Q: 3 clusters Score -5165687 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5165979.500000 Penalty: 5073.193359
	Iteration 15Q: 3 clusters Score -5165980 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -5166083.500000 Penalty: 5073.193359
	Iteration 16Q: 3 clusters Score -5166084 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5166167.000000 Penalty: 5073.193359
	Iteration 17Q: 3 clusters Score -5166167 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5166186.500000 Penalty: 5073.193359
	Iteration 18Q: 3 clusters Score -5166186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5166233.000000 Penalty: 5073.193359
	Iteration 19Q: 3 clusters Score -5166233 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5166255.000000 Penalty: 5073.193359
	Iteration 20F: 3 clusters Score -5166255 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5166275.500000 Penalty: 5073.193359
	Iteration 21Q: 3 clusters Score -5166276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5166313.500000 Penalty: 5073.193359
	Iteration 22Q: 3 clusters Score -5166314 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5166341.000000 Penalty: 5073.193359
	Iteration 23Q: 3 clusters Score -5166341 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5166350.500000 Penalty: 5073.193359
	Iteration 24Q: 3 clusters Score -5166350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5166371.500000 Penalty: 5073.193359
	Iteration 25Q: 3 clusters Score -5166372 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5166392.000000 Penalty: 5073.193359
	Iteration 26Q: 3 clusters Score -5166392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5166381.000000 Penalty: 5073.193359
	Iteration 27Q: 3 clusters Score -5166381 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -5166398.500000 Penalty: 5073.193359
	Iteration 28Q: 3 clusters Score -5166398 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -5166418.000000 Penalty: 5073.193359
	Iteration 29Q: 3 clusters Score -5166418 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5166417.000000 Penalty: 5073.193359
	Iteration 30Q: 3 clusters Score -5166417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -5166417.000000 Penalty: 5073.193359
	Iteration 31Q: 3 clusters Score -5166417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5166419.000000 Penalty: 5073.193359
	Iteration 32Q: 3 clusters Score -5166419 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5166433.000000 Penalty: 5073.193359
	Iteration 33Q: 3 clusters Score -5166433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -5166433.000000 Penalty: 5073.193359
	Iteration 34Q: 3 clusters Score -5166433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -5166436.500000 Penalty: 5073.193359
	Iteration 35Q: 3 clusters Score -5166436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5166459.500000 Penalty: 5073.193359
	Iteration 36Q: 3 clusters Score -5166460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5166463.000000 Penalty: 5073.193359
	Iteration 37Q: 3 clusters Score -5166463 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5166461.500000 Penalty: 5073.193359
	Iteration 38Q: 3 clusters Score -5166462 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5166473.000000 Penalty: 5073.193359
	Iteration 39Q: 3 clusters Score -5166473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5166464.000000 Penalty: 5073.193359
	Iteration 40F: 3 clusters Score -5166464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -5166469.500000 Penalty: 5073.193359
	Iteration 41Q: 3 clusters Score -5166470 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5166441.000000 Penalty: 5073.193359
	Iteration 42Q: 3 clusters Score -5166441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5166465.500000 Penalty: 5073.193359
	Iteration 43Q: 3 clusters Score -5166466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -5166475.500000 Penalty: 5073.193359
	Iteration 44Q: 3 clusters Score -5166476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -5166478.000000 Penalty: 5073.193359
	Iteration 45Q: 3 clusters Score -5166478 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5166464.000000 Penalty: 5073.193359
	Iteration 46Q: 3 clusters Score -5166464 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5166469.000000 Penalty: 5073.193359
	Iteration 47Q: 3 clusters Score -5166469 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5166474.500000 Penalty: 5073.193359
	Iteration 48Q: 3 clusters Score -5166474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5166465.500000 Penalty: 5073.193359
	Iteration 49Q: 3 clusters Score -5166466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5166469.000000 Penalty: 5073.193359
	Iteration 50Q: 3 clusters Score -5166469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5166501.000000 Penalty: 5073.193359
	Iteration 51Q: 3 clusters Score -5166501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5166502.000000 Penalty: 5073.193359
	Iteration 52Q: 3 clusters Score -5166502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5166508.500000 Penalty: 5073.193359
	Iteration 53Q: 3 clusters Score -5166508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -5166525.500000 Penalty: 5073.193359
	Iteration 54Q: 3 clusters Score -5166526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -5166523.000000 Penalty: 5073.193359
	Iteration 55Q: 3 clusters Score -5166523 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -5166512.500000 Penalty: 5073.193359
	Iteration 56Q: 3 clusters Score -5166512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5166518.500000 Penalty: 5073.193359
	Iteration 57Q: 3 clusters Score -5166518 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -5166543.500000 Penalty: 5073.193359
	Iteration 58Q: 3 clusters Score -5166544 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5166556.000000 Penalty: 5073.193359
	Iteration 59Q: 3 clusters Score -5166556 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5166556.500000 Penalty: 5073.193359
	Iteration 60F: 3 clusters Score -5166556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5166567.500000 Penalty: 5073.193359
	Iteration 61Q: 3 clusters Score -5166568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -5166576.500000 Penalty: 5073.193359
	Iteration 62Q: 3 clusters Score -5166576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5166593.500000 Penalty: 5073.193359
	Iteration 63Q: 3 clusters Score -5166594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5166585.500000 Penalty: 5073.193359
	Iteration 64Q: 3 clusters Score -5166586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -5166599.000000 Penalty: 5073.193359
	Iteration 65Q: 3 clusters Score -5166599 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -5166614.500000 Penalty: 5073.193359
	Iteration 66Q: 3 clusters Score -5166614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -5166619.500000 Penalty: 5073.193359
	Iteration 67Q: 3 clusters Score -5166620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -5166605.000000 Penalty: 5073.193359
	Iteration 68Q: 3 clusters Score -5166605 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -5166627.000000 Penalty: 5073.193359
	Iteration 69Q: 3 clusters Score -5166627 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5166659.000000 Penalty: 5073.193359
	Iteration 70Q: 3 clusters Score -5166659 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5166661.000000 Penalty: 5073.193359
	Iteration 71Q: 3 clusters Score -5166661 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -5166684.000000 Penalty: 5073.193359
	Iteration 72Q: 3 clusters Score -5166684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5166699.500000 Penalty: 5073.193359
	Iteration 73Q: 3 clusters Score -5166700 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -5166738.000000 Penalty: 5073.193359
	Iteration 74Q: 3 clusters Score -5166738 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5166759.000000 Penalty: 5073.193359
	Iteration 75Q: 3 clusters Score -5166759 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -5166785.500000 Penalty: 5073.193359
	Iteration 76Q: 3 clusters Score -5166786 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5166830.000000 Penalty: 5073.193359
	Iteration 77Q: 3 clusters Score -5166830 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5166919.500000 Penalty: 5073.193359
	Iteration 78Q: 3 clusters Score -5166920 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5166978.000000 Penalty: 5073.193359
	Iteration 79Q: 3 clusters Score -5166978 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -5167023.000000 Penalty: 5073.193359
	Iteration 80F: 3 clusters Score -5167023 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5167094.000000 Penalty: 5073.193359
	Iteration 81Q: 3 clusters Score -5167094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5167174.000000 Penalty: 5073.193359
	Iteration 82Q: 3 clusters Score -5167174 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5167255.500000 Penalty: 5073.193359
	Iteration 83Q: 3 clusters Score -5167256 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5167363.000000 Penalty: 5073.193359
	Iteration 84Q: 3 clusters Score -5167363 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -5167449.000000 Penalty: 5073.193359
	Iteration 85Q: 3 clusters Score -5167449 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -5167548.500000 Penalty: 5073.193359
	Iteration 86Q: 3 clusters Score -5167548 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -5167708.000000 Penalty: 5073.193359
	Iteration 87Q: 3 clusters Score -5167708 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5167820.500000 Penalty: 5073.193359
	Iteration 88Q: 3 clusters Score -5167820 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5167956.000000 Penalty: 5073.193359
	Iteration 89Q: 3 clusters Score -5167956 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5168028.000000 Penalty: 5073.193359
	Iteration 90Q: 3 clusters Score -5168028 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -5168117.000000 Penalty: 5073.193359
	Iteration 91Q: 3 clusters Score -5168117 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5168180.000000 Penalty: 5073.193359
	Iteration 92Q: 3 clusters Score -5168180 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5168237.000000 Penalty: 5073.193359
	Iteration 93Q: 3 clusters Score -5168237 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5168299.500000 Penalty: 5073.193359
	Iteration 94Q: 3 clusters Score -5168300 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5168352.500000 Penalty: 5073.193359
	Iteration 95Q: 3 clusters Score -5168352 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5168425.000000 Penalty: 5073.193359
	Iteration 96Q: 3 clusters Score -5168425 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -5168490.000000 Penalty: 5073.193359
	Iteration 97Q: 3 clusters Score -5168490 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5168565.500000 Penalty: 5073.193359
	Iteration 98Q: 3 clusters Score -5168566 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5168625.000000 Penalty: 5073.193359
	Iteration 99Q: 3 clusters Score -5168625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5168656.500000 Penalty: 5073.193359
	Iteration 100F: 3 clusters Score -5168656 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5168684.500000 Penalty: 5073.193359
	Iteration 101Q: 3 clusters Score -5168684 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5168718.000000 Penalty: 5073.193359
	Iteration 102Q: 3 clusters Score -5168718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -5168744.000000 Penalty: 5073.193359
	Iteration 103Q: 3 clusters Score -5168744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -5168784.500000 Penalty: 5073.193359
	Iteration 104Q: 3 clusters Score -5168784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5168804.000000 Penalty: 5073.193359
	Iteration 105Q: 3 clusters Score -5168804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5168839.000000 Penalty: 5073.193359
	Iteration 106Q: 3 clusters Score -5168839 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5168855.000000 Penalty: 5073.193359
	Iteration 107Q: 3 clusters Score -5168855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5168874.000000 Penalty: 5073.193359
	Iteration 108Q: 3 clusters Score -5168874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5168888.000000 Penalty: 5073.193359
	Iteration 109Q: 3 clusters Score -5168888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5168889.500000 Penalty: 5073.193359
	Iteration 110Q: 3 clusters Score -5168890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5168917.500000 Penalty: 5073.193359
	Iteration 111Q: 3 clusters Score -5168918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5168940.000000 Penalty: 5073.193359
	Iteration 112Q: 3 clusters Score -5168940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5168950.000000 Penalty: 5073.193359
	Iteration 113Q: 3 clusters Score -5168950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5168959.000000 Penalty: 5073.193359
	Iteration 114Q: 3 clusters Score -5168959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5168968.500000 Penalty: 5073.193359
	Iteration 115Q: 3 clusters Score -5168968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5168978.500000 Penalty: 5073.193359
	Iteration 116Q: 3 clusters Score -5168978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5168992.000000 Penalty: 5073.193359
	Iteration 117Q: 3 clusters Score -5168992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5169006.500000 Penalty: 5073.193359
	Iteration 118Q: 3 clusters Score -5169006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5169017.500000 Penalty: 5073.193359
	Iteration 119Q: 3 clusters Score -5169018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5169016.000000 Penalty: 5073.193359
	Iteration 120F: 3 clusters Score -5169016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5169046.000000 Penalty: 5073.193359
	Iteration 121Q: 3 clusters Score -5169046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5169048.000000 Penalty: 5073.193359
	Iteration 122Q: 3 clusters Score -5169048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5169063.500000 Penalty: 5073.193359
	Iteration 123Q: 3 clusters Score -5169064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5169070.000000 Penalty: 5073.193359
	Iteration 124Q: 3 clusters Score -5169070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5169063.000000 Penalty: 5073.193359
	Iteration 125Q: 3 clusters Score -5169063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5169066.500000 Penalty: 5073.193359
	Iteration 126Q: 3 clusters Score -5169066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5169065.000000 Penalty: 5073.193359
	Iteration 127Q: 3 clusters Score -5169065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5169065.000000 Penalty: 5073.193359
	Iteration 128F: 3 clusters Score -5169065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (24473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Entering Unmasked Estep 
Score: -4975895.000000 Penalty: 2506.120850
	Iteration 0F: 2 clusters Score -4975895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4961064.000000 Penalty: 5012.241699
	Iteration 0F: 3 clusters Score -4961064 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4966944.500000 Penalty: 5012.241699
	Iteration 1F: 3 clusters Score -4966944 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4967318.500000 Penalty: 5012.241699
	Iteration 2F: 3 clusters Score -4967318 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4967655.000000 Penalty: 5012.241699
	Iteration 3F: 3 clusters Score -4967655 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -4968058.000000 Penalty: 5012.241699
	Iteration 4Q: 3 clusters Score -4968058 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4968539.500000 Penalty: 5012.241699
	Iteration 5Q: 3 clusters Score -4968540 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4969305.500000 Penalty: 5012.241699
	Iteration 6F: 3 clusters Score -4969306 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4970207.500000 Penalty: 5012.241699
	Iteration 7F: 3 clusters Score -4970208 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -4971201.000000 Penalty: 5012.241699
	Iteration 8F: 3 clusters Score -4971201 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4972102.500000 Penalty: 5012.241699
	Iteration 9Q: 3 clusters Score -4972102 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4972818.000000 Penalty: 5012.241699
	Iteration 10Q: 3 clusters Score -4972818 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4973270.000000 Penalty: 5012.241699
	Iteration 11Q: 3 clusters Score -4973270 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4973603.500000 Penalty: 5012.241699
	Iteration 12Q: 3 clusters Score -4973604 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4973836.000000 Penalty: 5012.241699
	Iteration 13Q: 3 clusters Score -4973836 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4973999.000000 Penalty: 5012.241699
	Iteration 14Q: 3 clusters Score -4973999 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4974136.500000 Penalty: 5012.241699
	Iteration 15Q: 3 clusters Score -4974136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4974230.500000 Penalty: 5012.241699
	Iteration 16Q: 3 clusters Score -4974230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4974316.500000 Penalty: 5012.241699
	Iteration 17Q: 3 clusters Score -4974316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4974394.500000 Penalty: 5012.241699
	Iteration 18Q: 3 clusters Score -4974394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4974453.500000 Penalty: 5012.241699
	Iteration 19Q: 3 clusters Score -4974454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4974495.500000 Penalty: 5012.241699
	Iteration 20F: 3 clusters Score -4974496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4974522.000000 Penalty: 5012.241699
	Iteration 21Q: 3 clusters Score -4974522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4974545.500000 Penalty: 5012.241699
	Iteration 22Q: 3 clusters Score -4974546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4974563.000000 Penalty: 5012.241699
	Iteration 23Q: 3 clusters Score -4974563 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4974582.500000 Penalty: 5012.241699
	Iteration 24Q: 3 clusters Score -4974582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -4974596.000000 Penalty: 5012.241699
	Iteration 25Q: 3 clusters Score -4974596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4974602.500000 Penalty: 5012.241699
	Iteration 26Q: 3 clusters Score -4974602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4974617.500000 Penalty: 5012.241699
	Iteration 27Q: 3 clusters Score -4974618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4974611.500000 Penalty: 5012.241699
	Iteration 28Q: 3 clusters Score -4974612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4974611.000000 Penalty: 5012.241699
	Iteration 29Q: 3 clusters Score -4974611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4974618.500000 Penalty: 5012.241699
	Iteration 30Q: 3 clusters Score -4974618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4974624.500000 Penalty: 5012.241699
	Iteration 31Q: 3 clusters Score -4974624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4974622.000000 Penalty: 5012.241699
	Iteration 32Q: 3 clusters Score -4974622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4974618.000000 Penalty: 5012.241699
	Iteration 33Q: 3 clusters Score -4974618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4974619.500000 Penalty: 5012.241699
	Iteration 34Q: 3 clusters Score -4974620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4974617.000000 Penalty: 5012.241699
	Iteration 35Q: 3 clusters Score -4974617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4974613.500000 Penalty: 5012.241699
	Iteration 36Q: 3 clusters Score -4974614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4974614.000000 Penalty: 5012.241699
	Iteration 37Q: 3 clusters Score -4974614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -4974620.500000 Penalty: 5012.241699
	Iteration 38Q: 3 clusters Score -4974620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4974622.500000 Penalty: 5012.241699
	Iteration 39Q: 3 clusters Score -4974622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4974623.000000 Penalty: 5012.241699
	Iteration 40F: 3 clusters Score -4974623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4974621.000000 Penalty: 5012.241699
	Iteration 41Q: 3 clusters Score -4974621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4974623.000000 Penalty: 5012.241699
	Iteration 42Q: 3 clusters Score -4974623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4974623.000000 Penalty: 5012.241699
	Iteration 43F: 3 clusters Score -4974623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Entering Unmasked Estep 
Score: -5057923.000000 Penalty: 2508.058838
	Iteration 0F: 2 clusters Score -5057923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -5042770.000000 Penalty: 5016.117676
	Iteration 0F: 3 clusters Score -5042770 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -5048729.000000 Penalty: 5016.117676
	Iteration 1F: 3 clusters Score -5048729 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -5049229.000000 Penalty: 5016.117676
	Iteration 2F: 3 clusters Score -5049229 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -5049631.500000 Penalty: 5016.117676
	Iteration 3F: 3 clusters Score -5049632 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -5049881.000000 Penalty: 5016.117676
	Iteration 4F: 3 clusters Score -5049881 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -5050094.000000 Penalty: 5016.117676
	Iteration 5F: 3 clusters Score -5050094 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -5050268.000000 Penalty: 5016.117676
	Iteration 6Q: 3 clusters Score -5050268 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -5050606.000000 Penalty: 5016.117676
	Iteration 7Q: 3 clusters Score -5050606 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5050826.500000 Penalty: 5016.117676
	Iteration 8Q: 3 clusters Score -5050826 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -5051177.500000 Penalty: 5016.117676
	Iteration 9Q: 3 clusters Score -5051178 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -5051625.500000 Penalty: 5016.117676
	Iteration 10Q: 3 clusters Score -5051626 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5052143.500000 Penalty: 5016.117676
	Iteration 11Q: 3 clusters Score -5052144 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5052827.500000 Penalty: 5016.117676
	Iteration 12Q: 3 clusters Score -5052828 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -5053397.000000 Penalty: 5016.117676
	Iteration 13Q: 3 clusters Score -5053397 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -5053704.000000 Penalty: 5016.117676
	Iteration 14Q: 3 clusters Score -5053704 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -5053990.000000 Penalty: 5016.117676
	Iteration 15Q: 3 clusters Score -5053990 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -5054350.000000 Penalty: 5016.117676
	Iteration 16Q: 3 clusters Score -5054350 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5054587.500000 Penalty: 5016.117676
	Iteration 17Q: 3 clusters Score -5054588 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -5054730.000000 Penalty: 5016.117676
	Iteration 18Q: 3 clusters Score -5054730 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5055045.500000 Penalty: 5016.117676
	Iteration 19Q: 3 clusters Score -5055046 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -5055306.500000 Penalty: 5016.117676
	Iteration 20F: 3 clusters Score -5055306 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -5055589.500000 Penalty: 5016.117676
	Iteration 21Q: 3 clusters Score -5055590 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -5055830.500000 Penalty: 5016.117676
	Iteration 22Q: 3 clusters Score -5055830 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -5055981.000000 Penalty: 5016.117676
	Iteration 23Q: 3 clusters Score -5055981 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -5056054.000000 Penalty: 5016.117676
	Iteration 24Q: 3 clusters Score -5056054 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5056136.500000 Penalty: 5016.117676
	Iteration 25Q: 3 clusters Score -5056136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -5056192.500000 Penalty: 5016.117676
	Iteration 26Q: 3 clusters Score -5056192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -5056254.500000 Penalty: 5016.117676
	Iteration 27Q: 3 clusters Score -5056254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -5056353.500000 Penalty: 5016.117676
	Iteration 28Q: 3 clusters Score -5056354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -5056364.000000 Penalty: 5016.117676
	Iteration 29Q: 3 clusters Score -5056364 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5056372.500000 Penalty: 5016.117676
	Iteration 30Q: 3 clusters Score -5056372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -5056426.000000 Penalty: 5016.117676
	Iteration 31Q: 3 clusters Score -5056426 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5056478.000000 Penalty: 5016.117676
	Iteration 32Q: 3 clusters Score -5056478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -5056523.500000 Penalty: 5016.117676
	Iteration 33Q: 3 clusters Score -5056524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5056506.500000 Penalty: 5016.117676
	Iteration 34Q: 3 clusters Score -5056506 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -5056570.000000 Penalty: 5016.117676
	Iteration 35Q: 3 clusters Score -5056570 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5056612.500000 Penalty: 5016.117676
	Iteration 36Q: 3 clusters Score -5056612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -5056601.000000 Penalty: 5016.117676
	Iteration 37Q: 3 clusters Score -5056601 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -5056596.500000 Penalty: 5016.117676
	Iteration 38Q: 3 clusters Score -5056596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -5056582.000000 Penalty: 5016.117676
	Iteration 39Q: 3 clusters Score -5056582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -5056593.500000 Penalty: 5016.117676
	Iteration 40F: 3 clusters Score -5056594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5056603.500000 Penalty: 5016.117676
	Iteration 41Q: 3 clusters Score -5056604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5056600.000000 Penalty: 5016.117676
	Iteration 42Q: 3 clusters Score -5056600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5056602.000000 Penalty: 5016.117676
	Iteration 43Q: 3 clusters Score -5056602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -5056600.000000 Penalty: 5016.117676
	Iteration 44Q: 3 clusters Score -5056600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5056599.000000 Penalty: 5016.117676
	Iteration 45Q: 3 clusters Score -5056599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -5056597.000000 Penalty: 5016.117676
	Iteration 46Q: 3 clusters Score -5056597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5056598.000000 Penalty: 5016.117676
	Iteration 47Q: 3 clusters Score -5056598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5056600.000000 Penalty: 5016.117676
	Iteration 48Q: 3 clusters Score -5056600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5056596.500000 Penalty: 5016.117676
	Iteration 49Q: 3 clusters Score -5056596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5056599.000000 Penalty: 5016.117676
	Iteration 50Q: 3 clusters Score -5056599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -5056598.500000 Penalty: 5016.117676
	Iteration 51Q: 3 clusters Score -5056598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5056593.000000 Penalty: 5016.117676
	Iteration 52Q: 3 clusters Score -5056593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5056591.000000 Penalty: 5016.117676
	Iteration 53Q: 3 clusters Score -5056591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5056591.000000 Penalty: 5016.117676
	Iteration 54Q: 3 clusters Score -5056591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5056593.500000 Penalty: 5016.117676
	Iteration 55Q: 3 clusters Score -5056594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -5056593.500000 Penalty: 5016.117676
	Iteration 56F: 3 clusters Score -5056594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Entering Unmasked Estep 
Score: -429859.000000 Penalty: 1929.411499
	Iteration 0F: 2 clusters Score -429859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -426992.218750 Penalty: 3858.822998
	Iteration 0F: 3 clusters Score -426992.2 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -427654.875000 Penalty: 3858.822998
	Iteration 1F: 3 clusters Score -427654.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -427899.937500 Penalty: 3858.822998
	Iteration 2F: 3 clusters Score -427899.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -428057.031250 Penalty: 3858.822998
	Iteration 3F: 3 clusters Score -428057 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -428175.343750 Penalty: 3858.822998
	Iteration 4Q: 3 clusters Score -428175.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -428278.625000 Penalty: 3858.822998
	Iteration 5Q: 3 clusters Score -428278.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -428340.125000 Penalty: 3858.822998
	Iteration 6Q: 3 clusters Score -428340.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -428398.531250 Penalty: 3858.822998
	Iteration 7Q: 3 clusters Score -428398.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -428440.968750 Penalty: 3858.822998
	Iteration 8Q: 3 clusters Score -428441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -428465.437500 Penalty: 3858.822998
	Iteration 9Q: 3 clusters Score -428465.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -428491.218750 Penalty: 3858.822998
	Iteration 10Q: 3 clusters Score -428491.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -428520.625000 Penalty: 3858.822998
	Iteration 11Q: 3 clusters Score -428520.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -428547.437500 Penalty: 3858.822998
	Iteration 12Q: 3 clusters Score -428547.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -428565.031250 Penalty: 3858.822998
	Iteration 13Q: 3 clusters Score -428565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -428583.625000 Penalty: 3858.822998
	Iteration 14Q: 3 clusters Score -428583.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -428599.812500 Penalty: 3858.822998
	Iteration 15Q: 3 clusters Score -428599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -428608.531250 Penalty: 3858.822998
	Iteration 16Q: 3 clusters Score -428608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -428616.375000 Penalty: 3858.822998
	Iteration 17Q: 3 clusters Score -428616.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -428623.343750 Penalty: 3858.822998
	Iteration 18Q: 3 clusters Score -428623.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -428628.593750 Penalty: 3858.822998
	Iteration 19Q: 3 clusters Score -428628.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -428636.500000 Penalty: 3858.822998
	Iteration 20F: 3 clusters Score -428636.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -428641.218750 Penalty: 3858.822998
	Iteration 21Q: 3 clusters Score -428641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -428644.218750 Penalty: 3858.822998
	Iteration 22Q: 3 clusters Score -428644.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -428646.500000 Penalty: 3858.822998
	Iteration 23Q: 3 clusters Score -428646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -428647.687500 Penalty: 3858.822998
	Iteration 24Q: 3 clusters Score -428647.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -428647.531250 Penalty: 3858.822998
	Iteration 25Q: 3 clusters Score -428647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -428648.500000 Penalty: 3858.822998
	Iteration 26Q: 3 clusters Score -428648.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -428648.500000 Penalty: 3858.822998
	Iteration 27F: 3 clusters Score -428648.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Entering Unmasked Estep 
Score: -5455904.500000 Penalty: 2525.724121
	Iteration 0F: 2 clusters Score -5455904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -5441274.000000 Penalty: 5051.448242
	Iteration 0F: 3 clusters Score -5441274 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5447631.500000 Penalty: 5051.448242
	Iteration 1F: 3 clusters Score -5447632 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -5448082.500000 Penalty: 5051.448242
	Iteration 2F: 3 clusters Score -5448082 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5448517.500000 Penalty: 5051.448242
	Iteration 3Q: 3 clusters Score -5448518 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -5448848.500000 Penalty: 5051.448242
	Iteration 4Q: 3 clusters Score -5448848 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5449123.000000 Penalty: 5051.448242
	Iteration 5Q: 3 clusters Score -5449123 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -5449486.000000 Penalty: 5051.448242
	Iteration 6Q: 3 clusters Score -5449486 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5449907.000000 Penalty: 5051.448242
	Iteration 7Q: 3 clusters Score -5449907 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -5450482.500000 Penalty: 5051.448242
	Iteration 8F: 3 clusters Score -5450482 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5451292.000000 Penalty: 5051.448242
	Iteration 9F: 3 clusters Score -5451292 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5452208.000000 Penalty: 5051.448242
	Iteration 10F: 3 clusters Score -5452208 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -5453001.500000 Penalty: 5051.448242
	Iteration 11F: 3 clusters Score -5453002 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -5453593.500000 Penalty: 5051.448242
	Iteration 12Q: 3 clusters Score -5453594 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -5453961.000000 Penalty: 5051.448242
	Iteration 13Q: 3 clusters Score -5453961 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -5454202.000000 Penalty: 5051.448242
	Iteration 14Q: 3 clusters Score -5454202 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5454443.000000 Penalty: 5051.448242
	Iteration 15Q: 3 clusters Score -5454443 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -5454681.000000 Penalty: 5051.448242
	Iteration 16Q: 3 clusters Score -5454681 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -5454873.000000 Penalty: 5051.448242
	Iteration 17Q: 3 clusters Score -5454873 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -5455046.500000 Penalty: 5051.448242
	Iteration 18Q: 3 clusters Score -5455046 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5455197.500000 Penalty: 5051.448242
	Iteration 19Q: 3 clusters Score -5455198 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5455347.500000 Penalty: 5051.448242
	Iteration 20F: 3 clusters Score -5455348 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -5455455.500000 Penalty: 5051.448242
	Iteration 21Q: 3 clusters Score -5455456 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5455556.000000 Penalty: 5051.448242
	Iteration 22Q: 3 clusters Score -5455556 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -5455660.000000 Penalty: 5051.448242
	Iteration 23Q: 3 clusters Score -5455660 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -5455724.000000 Penalty: 5051.448242
	Iteration 24Q: 3 clusters Score -5455724 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -5455761.500000 Penalty: 5051.448242
	Iteration 25Q: 3 clusters Score -5455762 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5455775.500000 Penalty: 5051.448242
	Iteration 26Q: 3 clusters Score -5455776 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5455816.000000 Penalty: 5051.448242
	Iteration 27Q: 3 clusters Score -5455816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5455810.000000 Penalty: 5051.448242
	Iteration 28Q: 3 clusters Score -5455810 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5455812.000000 Penalty: 5051.448242
	Iteration 29Q: 3 clusters Score -5455812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -5455803.000000 Penalty: 5051.448242
	Iteration 30Q: 3 clusters Score -5455803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -5455803.000000 Penalty: 5051.448242
	Iteration 31Q: 3 clusters Score -5455803 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -5455805.500000 Penalty: 5051.448242
	Iteration 32Q: 3 clusters Score -5455806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5455816.500000 Penalty: 5051.448242
	Iteration 33Q: 3 clusters Score -5455816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -5455800.500000 Penalty: 5051.448242
	Iteration 34Q: 3 clusters Score -5455800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5455795.000000 Penalty: 5051.448242
	Iteration 35Q: 3 clusters Score -5455795 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -5455770.000000 Penalty: 5051.448242
	Iteration 36Q: 3 clusters Score -5455770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5455745.000000 Penalty: 5051.448242
	Iteration 37Q: 3 clusters Score -5455745 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5455714.500000 Penalty: 5051.448242
	Iteration 38Q: 3 clusters Score -5455714 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -5455685.500000 Penalty: 5051.448242
	Iteration 39Q: 3 clusters Score -5455686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -5455651.000000 Penalty: 5051.448242
	Iteration 40F: 3 clusters Score -5455651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -5455649.000000 Penalty: 5051.448242
	Iteration 41Q: 3 clusters Score -5455649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5455613.000000 Penalty: 5051.448242
	Iteration 42Q: 3 clusters Score -5455613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5455609.000000 Penalty: 5051.448242
	Iteration 43Q: 3 clusters Score -5455609 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5455586.500000 Penalty: 5051.448242
	Iteration 44Q: 3 clusters Score -5455586 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -5455533.000000 Penalty: 5051.448242
	Iteration 45Q: 3 clusters Score -5455533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5455499.500000 Penalty: 5051.448242
	Iteration 46Q: 3 clusters Score -5455500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -5455434.000000 Penalty: 5051.448242
	Iteration 47Q: 3 clusters Score -5455434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5455396.000000 Penalty: 5051.448242
	Iteration 48Q: 3 clusters Score -5455396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5455406.000000 Penalty: 5051.448242
	Iteration 49Q: 3 clusters Score -5455406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5455390.000000 Penalty: 5051.448242
	Iteration 50Q: 3 clusters Score -5455390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -5455364.000000 Penalty: 5051.448242
	Iteration 51Q: 3 clusters Score -5455364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -5455362.000000 Penalty: 5051.448242
	Iteration 52Q: 3 clusters Score -5455362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5455351.000000 Penalty: 5051.448242
	Iteration 53Q: 3 clusters Score -5455351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5455342.500000 Penalty: 5051.448242
	Iteration 54Q: 3 clusters Score -5455342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5455344.000000 Penalty: 5051.448242
	Iteration 55Q: 3 clusters Score -5455344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5455333.000000 Penalty: 5051.448242
	Iteration 56Q: 3 clusters Score -5455333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5455316.500000 Penalty: 5051.448242
	Iteration 57Q: 3 clusters Score -5455316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -5455313.500000 Penalty: 5051.448242
	Iteration 58Q: 3 clusters Score -5455314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -5455317.500000 Penalty: 5051.448242
	Iteration 59Q: 3 clusters Score -5455318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5455306.000000 Penalty: 5051.448242
	Iteration 60F: 3 clusters Score -5455306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5455296.000000 Penalty: 5051.448242
	Iteration 61Q: 3 clusters Score -5455296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5455293.000000 Penalty: 5051.448242
	Iteration 62Q: 3 clusters Score -5455293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5455292.500000 Penalty: 5051.448242
	Iteration 63Q: 3 clusters Score -5455292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5455289.500000 Penalty: 5051.448242
	Iteration 64Q: 3 clusters Score -5455290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5455286.500000 Penalty: 5051.448242
	Iteration 65Q: 3 clusters Score -5455286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5455289.000000 Penalty: 5051.448242
	Iteration 66Q: 3 clusters Score -5455289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5455284.000000 Penalty: 5051.448242
	Iteration 67Q: 3 clusters Score -5455284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5455288.000000 Penalty: 5051.448242
	Iteration 68Q: 3 clusters Score -5455288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5455288.500000 Penalty: 5051.448242
	Iteration 69Q: 3 clusters Score -5455288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5455295.500000 Penalty: 5051.448242
	Iteration 70Q: 3 clusters Score -5455296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -5455295.500000 Penalty: 5051.448242
	Iteration 71Q: 3 clusters Score -5455296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5455289.000000 Penalty: 5051.448242
	Iteration 72Q: 3 clusters Score -5455289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5455289.000000 Penalty: 5051.448242
	Iteration 73F: 3 clusters Score -5455289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 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 452 members 
Entering Unmasked Estep 
Score: -160271.890625 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160271.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -160545.718750 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160545.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160671.031250 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160760.515625 Penalty: 3380.557373
	Iteration 3Q: 3 clusters Score -160760.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160877.921875 Penalty: 3380.557373
	Iteration 4F: 3 clusters Score -160877.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160987.937500 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -160987.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -161156.593750 Penalty: 3380.557373
	Iteration 6F: 3 clusters Score -161156.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161359.703125 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -161359.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -161659.125000 Penalty: 3380.557373
	Iteration 8F: 3 clusters Score -161659.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -161925.687500 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -161925.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162162.437500 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -162162.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -162384.234375 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -162384.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162563.718750 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -162563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162595.984375 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -162596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162595.984375 Penalty: 3380.557373
	Iteration 14F: 3 clusters Score -162596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 33708 members 
Mstep: Class 4 contains 24065 members 
Mstep: Class 5 contains 28143 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 25448 members 
Mstep: Class 9 contains 34608 members 
Mstep: Class 10 contains 16433 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29299 members 
Mstep: Class 13 contains 20279 members 
Mstep: Class 14 contains 36354 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 35002 members 
Mstep: Class 19 contains 29954 members 
Mstep: Class 20 contains 25096 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28009 members 
Mstep: Class 24 contains 25646 members 
Mstep: Class 25 contains 33169 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32409 members 
Mstep: Class 28 contains 21336 members 
Mstep: Class 29 contains 29683 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27673 members 
Mstep: Class 33 contains 24473 members 
Mstep: Class 34 contains 24665 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26486 members 
Mstep: Class 37 contains 404 members 
Mstep: Class 38 contains 20941 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28689 members 
Mstep: Class 41 contains 25069 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25306 members 
Mstep: Class 44 contains 29502 members 
Mstep: Class 45 contains 30086 members 
Mstep: Class 46 contains 21363 members 
Mstep: Class 47 contains 508 members 
Entering Unmasked Estep 
Score: -177464576.000000 Penalty: 160116.750000
Splitting cluster 37 changes total score from -177465552.000000 to -177464576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (20941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Entering Unmasked Estep 
Score: -4310738.000000 Penalty: 2467.467041
	Iteration 0F: 2 clusters Score -4310738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4298045.000000 Penalty: 4934.934082
	Iteration 0F: 3 clusters Score -4298045 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4302890.500000 Penalty: 4934.934082
	Iteration 1F: 3 clusters Score -4302890 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4303198.500000 Penalty: 4934.934082
	Iteration 2Q: 3 clusters Score -4303198 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -4303515.500000 Penalty: 4934.934082
	Iteration 3Q: 3 clusters Score -4303516 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4303824.000000 Penalty: 4934.934082
	Iteration 4Q: 3 clusters Score -4303824 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4304186.500000 Penalty: 4934.934082
	Iteration 5Q: 3 clusters Score -4304186 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4304595.500000 Penalty: 4934.934082
	Iteration 6Q: 3 clusters Score -4304596 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4305051.000000 Penalty: 4934.934082
	Iteration 7Q: 3 clusters Score -4305051 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4305573.000000 Penalty: 4934.934082
	Iteration 8Q: 3 clusters Score -4305573 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4306188.500000 Penalty: 4934.934082
	Iteration 9Q: 3 clusters Score -4306188 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -4306831.500000 Penalty: 4934.934082
	Iteration 10Q: 3 clusters Score -4306832 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4307515.500000 Penalty: 4934.934082
	Iteration 11Q: 3 clusters Score -4307516 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4308085.000000 Penalty: 4934.934082
	Iteration 12Q: 3 clusters Score -4308085 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4308453.500000 Penalty: 4934.934082
	Iteration 13Q: 3 clusters Score -4308454 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4308705.000000 Penalty: 4934.934082
	Iteration 14Q: 3 clusters Score -4308705 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4308887.500000 Penalty: 4934.934082
	Iteration 15Q: 3 clusters Score -4308888 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4308959.000000 Penalty: 4934.934082
	Iteration 16Q: 3 clusters Score -4308959 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4309000.000000 Penalty: 4934.934082
	Iteration 17Q: 3 clusters Score -4309000 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4309036.000000 Penalty: 4934.934082
	Iteration 18Q: 3 clusters Score -4309036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -4309051.000000 Penalty: 4934.934082
	Iteration 19Q: 3 clusters Score -4309051 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -4309069.000000 Penalty: 4934.934082
	Iteration 20F: 3 clusters Score -4309069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4309088.000000 Penalty: 4934.934082
	Iteration 21Q: 3 clusters Score -4309088 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4309105.000000 Penalty: 4934.934082
	Iteration 22Q: 3 clusters Score -4309105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -4309100.000000 Penalty: 4934.934082
	Iteration 23Q: 3 clusters Score -4309100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4309103.500000 Penalty: 4934.934082
	Iteration 24Q: 3 clusters Score -4309104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -4309118.000000 Penalty: 4934.934082
	Iteration 25Q: 3 clusters Score -4309118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -4309142.000000 Penalty: 4934.934082
	Iteration 26Q: 3 clusters Score -4309142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4309146.000000 Penalty: 4934.934082
	Iteration 27Q: 3 clusters Score -4309146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4309140.000000 Penalty: 4934.934082
	Iteration 28Q: 3 clusters Score -4309140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -4309136.500000 Penalty: 4934.934082
	Iteration 29Q: 3 clusters Score -4309136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4309142.000000 Penalty: 4934.934082
	Iteration 30Q: 3 clusters Score -4309142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4309139.500000 Penalty: 4934.934082
	Iteration 31Q: 3 clusters Score -4309140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -4309147.500000 Penalty: 4934.934082
	Iteration 32Q: 3 clusters Score -4309148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4309135.000000 Penalty: 4934.934082
	Iteration 33Q: 3 clusters Score -4309135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4309137.000000 Penalty: 4934.934082
	Iteration 34Q: 3 clusters Score -4309137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4309134.000000 Penalty: 4934.934082
	Iteration 35Q: 3 clusters Score -4309134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4309126.000000 Penalty: 4934.934082
	Iteration 36Q: 3 clusters Score -4309126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4309126.000000 Penalty: 4934.934082
	Iteration 37Q: 3 clusters Score -4309126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4309127.500000 Penalty: 4934.934082
	Iteration 38Q: 3 clusters Score -4309128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4309134.500000 Penalty: 4934.934082
	Iteration 39Q: 3 clusters Score -4309134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4309128.000000 Penalty: 4934.934082
	Iteration 40F: 3 clusters Score -4309128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -4309131.500000 Penalty: 4934.934082
	Iteration 41Q: 3 clusters Score -4309132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4309135.000000 Penalty: 4934.934082
	Iteration 42Q: 3 clusters Score -4309135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4309145.500000 Penalty: 4934.934082
	Iteration 43Q: 3 clusters Score -4309146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4309130.500000 Penalty: 4934.934082
	Iteration 44Q: 3 clusters Score -4309130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4309126.500000 Penalty: 4934.934082
	Iteration 45Q: 3 clusters Score -4309126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4309127.500000 Penalty: 4934.934082
	Iteration 46Q: 3 clusters Score -4309128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4309129.500000 Penalty: 4934.934082
	Iteration 47Q: 3 clusters Score -4309130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4309135.000000 Penalty: 4934.934082
	Iteration 48Q: 3 clusters Score -4309135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -4309144.000000 Penalty: 4934.934082
	Iteration 49Q: 3 clusters Score -4309144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4309142.000000 Penalty: 4934.934082
	Iteration 50Q: 3 clusters Score -4309142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4309140.500000 Penalty: 4934.934082
	Iteration 51Q: 3 clusters Score -4309140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4309146.500000 Penalty: 4934.934082
	Iteration 52Q: 3 clusters Score -4309146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -4309146.500000 Penalty: 4934.934082
	Iteration 53F: 3 clusters Score -4309146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -86984.632812 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -86984.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -85468.703125 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -85468.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -85641.937500 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -85641.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85692.093750 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -85692.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85751.750000 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -85751.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85811.289062 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -85811.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -85895.125000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -85895.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85941.804688 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -85941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -85961.000000 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -85961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85979.718750 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -85979.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85985.437500 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -85985.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -85985.437500 Penalty: 3067.337891
	Iteration 10F: 3 clusters Score -85985.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Entering Unmasked Estep 
Score: -5559174.000000 Penalty: 2545.538574
	Iteration 0F: 2 clusters Score -5559174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5540514.000000 Penalty: 5091.077148
	Iteration 0F: 3 clusters Score -5540514 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5547636.000000 Penalty: 5091.077148
	Iteration 1F: 3 clusters Score -5547636 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5548086.000000 Penalty: 5091.077148
	Iteration 2Q: 3 clusters Score -5548086 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -5548388.000000 Penalty: 5091.077148
	Iteration 3Q: 3 clusters Score -5548388 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5548705.500000 Penalty: 5091.077148
	Iteration 4Q: 3 clusters Score -5548706 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -5548968.500000 Penalty: 5091.077148
	Iteration 5Q: 3 clusters Score -5548968 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5549263.000000 Penalty: 5091.077148
	Iteration 6Q: 3 clusters Score -5549263 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5549576.500000 Penalty: 5091.077148
	Iteration 7Q: 3 clusters Score -5549576 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5549968.000000 Penalty: 5091.077148
	Iteration 8Q: 3 clusters Score -5549968 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -5550474.000000 Penalty: 5091.077148
	Iteration 9Q: 3 clusters Score -5550474 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5551202.500000 Penalty: 5091.077148
	Iteration 10Q: 3 clusters Score -5551202 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5552175.500000 Penalty: 5091.077148
	Iteration 11F: 3 clusters Score -5552176 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -5553135.500000 Penalty: 5091.077148
	Iteration 12F: 3 clusters Score -5553136 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -5553631.000000 Penalty: 5091.077148
	Iteration 13Q: 3 clusters Score -5553631 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5553835.500000 Penalty: 5091.077148
	Iteration 14Q: 3 clusters Score -5553836 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5553977.500000 Penalty: 5091.077148
	Iteration 15Q: 3 clusters Score -5553978 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5554051.000000 Penalty: 5091.077148
	Iteration 16Q: 3 clusters Score -5554051 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5554114.000000 Penalty: 5091.077148
	Iteration 17Q: 3 clusters Score -5554114 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -5554203.000000 Penalty: 5091.077148
	Iteration 18Q: 3 clusters Score -5554203 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5554293.000000 Penalty: 5091.077148
	Iteration 19Q: 3 clusters Score -5554293 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5554348.500000 Penalty: 5091.077148
	Iteration 20F: 3 clusters Score -5554348 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5554394.500000 Penalty: 5091.077148
	Iteration 21Q: 3 clusters Score -5554394 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5554468.500000 Penalty: 5091.077148
	Iteration 22Q: 3 clusters Score -5554468 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5554513.000000 Penalty: 5091.077148
	Iteration 23Q: 3 clusters Score -5554513 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -5554573.000000 Penalty: 5091.077148
	Iteration 24Q: 3 clusters Score -5554573 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -5554670.500000 Penalty: 5091.077148
	Iteration 25Q: 3 clusters Score -5554670 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -5554768.500000 Penalty: 5091.077148
	Iteration 26Q: 3 clusters Score -5554768 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -5554843.500000 Penalty: 5091.077148
	Iteration 27Q: 3 clusters Score -5554844 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -5554925.000000 Penalty: 5091.077148
	Iteration 28Q: 3 clusters Score -5554925 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -5555020.500000 Penalty: 5091.077148
	Iteration 29Q: 3 clusters Score -5555020 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5555112.000000 Penalty: 5091.077148
	Iteration 30Q: 3 clusters Score -5555112 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -5555177.000000 Penalty: 5091.077148
	Iteration 31Q: 3 clusters Score -5555177 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5555327.500000 Penalty: 5091.077148
	Iteration 32Q: 3 clusters Score -5555328 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5555560.500000 Penalty: 5091.077148
	Iteration 33Q: 3 clusters Score -5555560 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5555718.000000 Penalty: 5091.077148
	Iteration 34Q: 3 clusters Score -5555718 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5555846.500000 Penalty: 5091.077148
	Iteration 35Q: 3 clusters Score -5555846 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5555957.500000 Penalty: 5091.077148
	Iteration 36Q: 3 clusters Score -5555958 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5556048.500000 Penalty: 5091.077148
	Iteration 37Q: 3 clusters Score -5556048 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5556137.000000 Penalty: 5091.077148
	Iteration 38Q: 3 clusters Score -5556137 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5556219.500000 Penalty: 5091.077148
	Iteration 39Q: 3 clusters Score -5556220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5556289.500000 Penalty: 5091.077148
	Iteration 40F: 3 clusters Score -5556290 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5556347.000000 Penalty: 5091.077148
	Iteration 41Q: 3 clusters Score -5556347 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5556392.000000 Penalty: 5091.077148
	Iteration 42Q: 3 clusters Score -5556392 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5556434.500000 Penalty: 5091.077148
	Iteration 43Q: 3 clusters Score -5556434 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5556451.000000 Penalty: 5091.077148
	Iteration 44Q: 3 clusters Score -5556451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5556461.000000 Penalty: 5091.077148
	Iteration 45Q: 3 clusters Score -5556461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5556485.000000 Penalty: 5091.077148
	Iteration 46Q: 3 clusters Score -5556485 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5556522.500000 Penalty: 5091.077148
	Iteration 47Q: 3 clusters Score -5556522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5556536.500000 Penalty: 5091.077148
	Iteration 48Q: 3 clusters Score -5556536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -5556599.000000 Penalty: 5091.077148
	Iteration 49Q: 3 clusters Score -5556599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5556610.500000 Penalty: 5091.077148
	Iteration 50Q: 3 clusters Score -5556610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5556658.500000 Penalty: 5091.077148
	Iteration 51Q: 3 clusters Score -5556658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5556697.500000 Penalty: 5091.077148
	Iteration 52Q: 3 clusters Score -5556698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5556724.000000 Penalty: 5091.077148
	Iteration 53Q: 3 clusters Score -5556724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5556758.000000 Penalty: 5091.077148
	Iteration 54Q: 3 clusters Score -5556758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5556776.000000 Penalty: 5091.077148
	Iteration 55Q: 3 clusters Score -5556776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5556801.000000 Penalty: 5091.077148
	Iteration 56Q: 3 clusters Score -5556801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5556824.500000 Penalty: 5091.077148
	Iteration 57Q: 3 clusters Score -5556824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5556840.000000 Penalty: 5091.077148
	Iteration 58Q: 3 clusters Score -5556840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5556858.000000 Penalty: 5091.077148
	Iteration 59Q: 3 clusters Score -5556858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5556880.500000 Penalty: 5091.077148
	Iteration 60F: 3 clusters Score -5556880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5556929.500000 Penalty: 5091.077148
	Iteration 61Q: 3 clusters Score -5556930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5556958.000000 Penalty: 5091.077148
	Iteration 62Q: 3 clusters Score -5556958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5556961.000000 Penalty: 5091.077148
	Iteration 63Q: 3 clusters Score -5556961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5556975.000000 Penalty: 5091.077148
	Iteration 64Q: 3 clusters Score -5556975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5556990.500000 Penalty: 5091.077148
	Iteration 65Q: 3 clusters Score -5556990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5556997.000000 Penalty: 5091.077148
	Iteration 66Q: 3 clusters Score -5556997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5557010.000000 Penalty: 5091.077148
	Iteration 67Q: 3 clusters Score -5557010 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5557026.500000 Penalty: 5091.077148
	Iteration 68Q: 3 clusters Score -5557026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5557035.500000 Penalty: 5091.077148
	Iteration 69Q: 3 clusters Score -5557036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5557046.000000 Penalty: 5091.077148
	Iteration 70Q: 3 clusters Score -5557046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5557056.000000 Penalty: 5091.077148
	Iteration 71Q: 3 clusters Score -5557056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5557057.000000 Penalty: 5091.077148
	Iteration 72Q: 3 clusters Score -5557057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5557053.500000 Penalty: 5091.077148
	Iteration 73Q: 3 clusters Score -5557054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5557068.500000 Penalty: 5091.077148
	Iteration 74Q: 3 clusters Score -5557068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5557079.500000 Penalty: 5091.077148
	Iteration 75Q: 3 clusters Score -5557080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5557085.500000 Penalty: 5091.077148
	Iteration 76Q: 3 clusters Score -5557086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5557095.500000 Penalty: 5091.077148
	Iteration 77Q: 3 clusters Score -5557096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5557100.500000 Penalty: 5091.077148
	Iteration 78Q: 3 clusters Score -5557100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5557113.000000 Penalty: 5091.077148
	Iteration 79Q: 3 clusters Score -5557113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5557122.000000 Penalty: 5091.077148
	Iteration 80F: 3 clusters Score -5557122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5557130.500000 Penalty: 5091.077148
	Iteration 81Q: 3 clusters Score -5557130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5557131.500000 Penalty: 5091.077148
	Iteration 82Q: 3 clusters Score -5557132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5557126.000000 Penalty: 5091.077148
	Iteration 83Q: 3 clusters Score -5557126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5557130.500000 Penalty: 5091.077148
	Iteration 84Q: 3 clusters Score -5557130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5557130.500000 Penalty: 5091.077148
	Iteration 85Q: 3 clusters Score -5557130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5557135.000000 Penalty: 5091.077148
	Iteration 86Q: 3 clusters Score -5557135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5557138.000000 Penalty: 5091.077148
	Iteration 87Q: 3 clusters Score -5557138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5557144.000000 Penalty: 5091.077148
	Iteration 88Q: 3 clusters Score -5557144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5557147.500000 Penalty: 5091.077148
	Iteration 89Q: 3 clusters Score -5557148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5557141.500000 Penalty: 5091.077148
	Iteration 90Q: 3 clusters Score -5557142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5557144.000000 Penalty: 5091.077148
	Iteration 91Q: 3 clusters Score -5557144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5557137.000000 Penalty: 5091.077148
	Iteration 92Q: 3 clusters Score -5557137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5557150.000000 Penalty: 5091.077148
	Iteration 93Q: 3 clusters Score -5557150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5557162.000000 Penalty: 5091.077148
	Iteration 94Q: 3 clusters Score -5557162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5557162.000000 Penalty: 5091.077148
	Iteration 95Q: 3 clusters Score -5557162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5557176.500000 Penalty: 5091.077148
	Iteration 96Q: 3 clusters Score -5557176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5557178.000000 Penalty: 5091.077148
	Iteration 97Q: 3 clusters Score -5557178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5557184.500000 Penalty: 5091.077148
	Iteration 98Q: 3 clusters Score -5557184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5557187.000000 Penalty: 5091.077148
	Iteration 99Q: 3 clusters Score -5557187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5557186.500000 Penalty: 5091.077148
	Iteration 100F: 3 clusters Score -5557186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5557191.000000 Penalty: 5091.077148
	Iteration 101Q: 3 clusters Score -5557191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5557191.000000 Penalty: 5091.077148
	Iteration 102F: 3 clusters Score -5557191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (25069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Entering Unmasked Estep 
Score: -5136916.500000 Penalty: 2512.087891
	Iteration 0F: 2 clusters Score -5136916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -5121501.000000 Penalty: 5024.175781
	Iteration 0F: 3 clusters Score -5121501 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -5127550.000000 Penalty: 5024.175781
	Iteration 1F: 3 clusters Score -5127550 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -5127946.000000 Penalty: 5024.175781
	Iteration 2F: 3 clusters Score -5127946 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5128235.500000 Penalty: 5024.175781
	Iteration 3Q: 3 clusters Score -5128236 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5128528.500000 Penalty: 5024.175781
	Iteration 4Q: 3 clusters Score -5128528 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -5128767.000000 Penalty: 5024.175781
	Iteration 5Q: 3 clusters Score -5128767 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5128996.500000 Penalty: 5024.175781
	Iteration 6Q: 3 clusters Score -5128996 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5129165.000000 Penalty: 5024.175781
	Iteration 7Q: 3 clusters Score -5129165 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5129318.000000 Penalty: 5024.175781
	Iteration 8Q: 3 clusters Score -5129318 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -5129453.000000 Penalty: 5024.175781
	Iteration 9Q: 3 clusters Score -5129453 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5129567.000000 Penalty: 5024.175781
	Iteration 10Q: 3 clusters Score -5129567 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5129685.000000 Penalty: 5024.175781
	Iteration 11Q: 3 clusters Score -5129685 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5129815.500000 Penalty: 5024.175781
	Iteration 12Q: 3 clusters Score -5129816 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5129992.000000 Penalty: 5024.175781
	Iteration 13Q: 3 clusters Score -5129992 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5130177.000000 Penalty: 5024.175781
	Iteration 14Q: 3 clusters Score -5130177 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5130469.500000 Penalty: 5024.175781
	Iteration 15Q: 3 clusters Score -5130470 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5130846.000000 Penalty: 5024.175781
	Iteration 16Q: 3 clusters Score -5130846 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -5131346.000000 Penalty: 5024.175781
	Iteration 17Q: 3 clusters Score -5131346 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5131911.000000 Penalty: 5024.175781
	Iteration 18Q: 3 clusters Score -5131911 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5132471.500000 Penalty: 5024.175781
	Iteration 19Q: 3 clusters Score -5132472 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -5132797.500000 Penalty: 5024.175781
	Iteration 20F: 3 clusters Score -5132798 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -5133063.500000 Penalty: 5024.175781
	Iteration 21Q: 3 clusters Score -5133064 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -5133421.500000 Penalty: 5024.175781
	Iteration 22Q: 3 clusters Score -5133422 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -5133794.500000 Penalty: 5024.175781
	Iteration 23Q: 3 clusters Score -5133794 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -5134271.500000 Penalty: 5024.175781
	Iteration 24Q: 3 clusters Score -5134272 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -5134690.000000 Penalty: 5024.175781
	Iteration 25Q: 3 clusters Score -5134690 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -5135069.000000 Penalty: 5024.175781
	Iteration 26Q: 3 clusters Score -5135069 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -5135324.500000 Penalty: 5024.175781
	Iteration 27Q: 3 clusters Score -5135324 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5135537.500000 Penalty: 5024.175781
	Iteration 28Q: 3 clusters Score -5135538 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5135611.000000 Penalty: 5024.175781
	Iteration 29Q: 3 clusters Score -5135611 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5135659.000000 Penalty: 5024.175781
	Iteration 30Q: 3 clusters Score -5135659 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -5135650.000000 Penalty: 5024.175781
	Iteration 31Q: 3 clusters Score -5135650 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -5135644.000000 Penalty: 5024.175781
	Iteration 32Q: 3 clusters Score -5135644 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5135619.000000 Penalty: 5024.175781
	Iteration 33Q: 3 clusters Score -5135619 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5135592.000000 Penalty: 5024.175781
	Iteration 34Q: 3 clusters Score -5135592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5135556.500000 Penalty: 5024.175781
	Iteration 35Q: 3 clusters Score -5135556 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5135486.000000 Penalty: 5024.175781
	Iteration 36Q: 3 clusters Score -5135486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5135481.500000 Penalty: 5024.175781
	Iteration 37Q: 3 clusters Score -5135482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -5135458.500000 Penalty: 5024.175781
	Iteration 38Q: 3 clusters Score -5135458 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -5135374.000000 Penalty: 5024.175781
	Iteration 39Q: 3 clusters Score -5135374 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5135616.500000 Penalty: 5024.175781
	Iteration 40F: 3 clusters Score -5135616 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5135746.000000 Penalty: 5024.175781
	Iteration 41Q: 3 clusters Score -5135746 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5135712.000000 Penalty: 5024.175781
	Iteration 42Q: 3 clusters Score -5135712 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5135647.000000 Penalty: 5024.175781
	Iteration 43Q: 3 clusters Score -5135647 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -5135586.000000 Penalty: 5024.175781
	Iteration 44Q: 3 clusters Score -5135586 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -5135536.000000 Penalty: 5024.175781
	Iteration 45Q: 3 clusters Score -5135536 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -5135489.500000 Penalty: 5024.175781
	Iteration 46Q: 3 clusters Score -5135490 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -5135382.000000 Penalty: 5024.175781
	Iteration 47Q: 3 clusters Score -5135382 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5135301.000000 Penalty: 5024.175781
	Iteration 48Q: 3 clusters Score -5135301 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5135195.500000 Penalty: 5024.175781
	Iteration 49Q: 3 clusters Score -5135196 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -5135122.500000 Penalty: 5024.175781
	Iteration 50Q: 3 clusters Score -5135122 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -5135137.500000 Penalty: 5024.175781
	Iteration 51Q: 3 clusters Score -5135138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5135082.500000 Penalty: 5024.175781
	Iteration 52Q: 3 clusters Score -5135082 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5135035.500000 Penalty: 5024.175781
	Iteration 53Q: 3 clusters Score -5135036 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5134956.000000 Penalty: 5024.175781
	Iteration 54Q: 3 clusters Score -5134956 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5134886.500000 Penalty: 5024.175781
	Iteration 55Q: 3 clusters Score -5134886 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5134834.500000 Penalty: 5024.175781
	Iteration 56Q: 3 clusters Score -5134834 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -5134822.500000 Penalty: 5024.175781
	Iteration 57Q: 3 clusters Score -5134822 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5134793.500000 Penalty: 5024.175781
	Iteration 58Q: 3 clusters Score -5134794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5134803.500000 Penalty: 5024.175781
	Iteration 59Q: 3 clusters Score -5134804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5134808.500000 Penalty: 5024.175781
	Iteration 60F: 3 clusters Score -5134808 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -5134742.500000 Penalty: 5024.175781
	Iteration 61Q: 3 clusters Score -5134742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -5134677.500000 Penalty: 5024.175781
	Iteration 62Q: 3 clusters Score -5134678 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -5134601.500000 Penalty: 5024.175781
	Iteration 63Q: 3 clusters Score -5134602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -5134572.000000 Penalty: 5024.175781
	Iteration 64Q: 3 clusters Score -5134572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -5134542.500000 Penalty: 5024.175781
	Iteration 65Q: 3 clusters Score -5134542 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5134486.500000 Penalty: 5024.175781
	Iteration 66Q: 3 clusters Score -5134486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5134464.000000 Penalty: 5024.175781
	Iteration 67Q: 3 clusters Score -5134464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5134447.500000 Penalty: 5024.175781
	Iteration 68Q: 3 clusters Score -5134448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5134416.500000 Penalty: 5024.175781
	Iteration 69Q: 3 clusters Score -5134416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -5134414.000000 Penalty: 5024.175781
	Iteration 70Q: 3 clusters Score -5134414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5134390.500000 Penalty: 5024.175781
	Iteration 71Q: 3 clusters Score -5134390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5134396.500000 Penalty: 5024.175781
	Iteration 72Q: 3 clusters Score -5134396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -5134386.500000 Penalty: 5024.175781
	Iteration 73Q: 3 clusters Score -5134386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -5134397.000000 Penalty: 5024.175781
	Iteration 74Q: 3 clusters Score -5134397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5134374.500000 Penalty: 5024.175781
	Iteration 75Q: 3 clusters Score -5134374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -5134388.500000 Penalty: 5024.175781
	Iteration 76Q: 3 clusters Score -5134388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -5134387.500000 Penalty: 5024.175781
	Iteration 77Q: 3 clusters Score -5134388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5134345.000000 Penalty: 5024.175781
	Iteration 78Q: 3 clusters Score -5134345 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -5134316.500000 Penalty: 5024.175781
	Iteration 79Q: 3 clusters Score -5134316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5134302.000000 Penalty: 5024.175781
	Iteration 80F: 3 clusters Score -5134302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -5134306.000000 Penalty: 5024.175781
	Iteration 81Q: 3 clusters Score -5134306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5134307.000000 Penalty: 5024.175781
	Iteration 82Q: 3 clusters Score -5134307 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5134294.500000 Penalty: 5024.175781
	Iteration 83Q: 3 clusters Score -5134294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5134289.500000 Penalty: 5024.175781
	Iteration 84Q: 3 clusters Score -5134290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5134281.500000 Penalty: 5024.175781
	Iteration 85Q: 3 clusters Score -5134282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -5134271.500000 Penalty: 5024.175781
	Iteration 86Q: 3 clusters Score -5134272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5134244.500000 Penalty: 5024.175781
	Iteration 87Q: 3 clusters Score -5134244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5134252.000000 Penalty: 5024.175781
	Iteration 88Q: 3 clusters Score -5134252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5134250.000000 Penalty: 5024.175781
	Iteration 89Q: 3 clusters Score -5134250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -5134232.000000 Penalty: 5024.175781
	Iteration 90Q: 3 clusters Score -5134232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5134246.000000 Penalty: 5024.175781
	Iteration 91Q: 3 clusters Score -5134246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -5134246.500000 Penalty: 5024.175781
	Iteration 92Q: 3 clusters Score -5134246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5134235.000000 Penalty: 5024.175781
	Iteration 93Q: 3 clusters Score -5134235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5134247.000000 Penalty: 5024.175781
	Iteration 94Q: 3 clusters Score -5134247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5134236.500000 Penalty: 5024.175781
	Iteration 95Q: 3 clusters Score -5134236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5134229.500000 Penalty: 5024.175781
	Iteration 96Q: 3 clusters Score -5134230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5134222.000000 Penalty: 5024.175781
	Iteration 97Q: 3 clusters Score -5134222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5134218.500000 Penalty: 5024.175781
	Iteration 98Q: 3 clusters Score -5134218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5134226.000000 Penalty: 5024.175781
	Iteration 99Q: 3 clusters Score -5134226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5134244.000000 Penalty: 5024.175781
	Iteration 100F: 3 clusters Score -5134244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5134219.000000 Penalty: 5024.175781
	Iteration 101Q: 3 clusters Score -5134219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -5134215.500000 Penalty: 5024.175781
	Iteration 102Q: 3 clusters Score -5134216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -5134201.500000 Penalty: 5024.175781
	Iteration 103Q: 3 clusters Score -5134202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5134203.000000 Penalty: 5024.175781
	Iteration 104Q: 3 clusters Score -5134203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5134205.000000 Penalty: 5024.175781
	Iteration 105Q: 3 clusters Score -5134205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5134185.500000 Penalty: 5024.175781
	Iteration 106Q: 3 clusters Score -5134186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -5134168.500000 Penalty: 5024.175781
	Iteration 107Q: 3 clusters Score -5134168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5134163.500000 Penalty: 5024.175781
	Iteration 108Q: 3 clusters Score -5134164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -5134152.500000 Penalty: 5024.175781
	Iteration 109Q: 3 clusters Score -5134152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5134144.500000 Penalty: 5024.175781
	Iteration 110Q: 3 clusters Score -5134144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -5134127.000000 Penalty: 5024.175781
	Iteration 111Q: 3 clusters Score -5134127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5134117.000000 Penalty: 5024.175781
	Iteration 112Q: 3 clusters Score -5134117 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5134123.000000 Penalty: 5024.175781
	Iteration 113Q: 3 clusters Score -5134123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5134119.000000 Penalty: 5024.175781
	Iteration 114Q: 3 clusters Score -5134119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5134118.500000 Penalty: 5024.175781
	Iteration 115Q: 3 clusters Score -5134118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -5134113.500000 Penalty: 5024.175781
	Iteration 116Q: 3 clusters Score -5134114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -5134102.500000 Penalty: 5024.175781
	Iteration 117Q: 3 clusters Score -5134102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5134083.000000 Penalty: 5024.175781
	Iteration 118Q: 3 clusters Score -5134083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5134048.000000 Penalty: 5024.175781
	Iteration 119Q: 3 clusters Score -5134048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5134036.500000 Penalty: 5024.175781
	Iteration 120F: 3 clusters Score -5134036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5134029.000000 Penalty: 5024.175781
	Iteration 121Q: 3 clusters Score -5134029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5134038.500000 Penalty: 5024.175781
	Iteration 122Q: 3 clusters Score -5134038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -5134022.000000 Penalty: 5024.175781
	Iteration 123Q: 3 clusters Score -5134022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5134009.000000 Penalty: 5024.175781
	Iteration 124Q: 3 clusters Score -5134009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5134021.500000 Penalty: 5024.175781
	Iteration 125Q: 3 clusters Score -5134022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5134025.500000 Penalty: 5024.175781
	Iteration 126Q: 3 clusters Score -5134026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5134022.500000 Penalty: 5024.175781
	Iteration 127Q: 3 clusters Score -5134022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5134015.500000 Penalty: 5024.175781
	Iteration 128Q: 3 clusters Score -5134016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -5133999.500000 Penalty: 5024.175781
	Iteration 129Q: 3 clusters Score -5134000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -5134007.000000 Penalty: 5024.175781
	Iteration 130Q: 3 clusters Score -5134007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -5133996.000000 Penalty: 5024.175781
	Iteration 131Q: 3 clusters Score -5133996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5134013.500000 Penalty: 5024.175781
	Iteration 132Q: 3 clusters Score -5134014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5134013.500000 Penalty: 5024.175781
	Iteration 133Q: 3 clusters Score -5134014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -5134001.500000 Penalty: 5024.175781
	Iteration 134Q: 3 clusters Score -5134002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -5133995.500000 Penalty: 5024.175781
	Iteration 135Q: 3 clusters Score -5133996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -5133994.500000 Penalty: 5024.175781
	Iteration 136Q: 3 clusters Score -5133994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5134001.000000 Penalty: 5024.175781
	Iteration 137Q: 3 clusters Score -5134001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -5134012.500000 Penalty: 5024.175781
	Iteration 138Q: 3 clusters Score -5134012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5134011.000000 Penalty: 5024.175781
	Iteration 139Q: 3 clusters Score -5134011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -5134009.000000 Penalty: 5024.175781
	Iteration 140F: 3 clusters Score -5134009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -5134013.500000 Penalty: 5024.175781
	Iteration 141Q: 3 clusters Score -5134014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -5134019.500000 Penalty: 5024.175781
	Iteration 142Q: 3 clusters Score -5134020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5134015.500000 Penalty: 5024.175781
	Iteration 143Q: 3 clusters Score -5134016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5134014.000000 Penalty: 5024.175781
	Iteration 144Q: 3 clusters Score -5134014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5134013.000000 Penalty: 5024.175781
	Iteration 145Q: 3 clusters Score -5134013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -5134008.000000 Penalty: 5024.175781
	Iteration 146Q: 3 clusters Score -5134008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -5134012.000000 Penalty: 5024.175781
	Iteration 147Q: 3 clusters Score -5134012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5134025.500000 Penalty: 5024.175781
	Iteration 148Q: 3 clusters Score -5134026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5134035.500000 Penalty: 5024.175781
	Iteration 149Q: 3 clusters Score -5134036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -5134030.500000 Penalty: 5024.175781
	Iteration 150Q: 3 clusters Score -5134030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -5134046.500000 Penalty: 5024.175781
	Iteration 151Q: 3 clusters Score -5134046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5134049.500000 Penalty: 5024.175781
	Iteration 152Q: 3 clusters Score -5134050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5134049.500000 Penalty: 5024.175781
	Iteration 153F: 3 clusters Score -5134050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20914.248047 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20914.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21035.544922 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -21035.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21056.421875 Penalty: 2526.500000
	Iteration 2Q: 3 clusters Score -21056.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21056.421875 Penalty: 2526.500000
	Iteration 3F: 3 clusters Score -21056.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Entering Unmasked Estep 
Score: -5181499.000000 Penalty: 2514.421631
	Iteration 0F: 2 clusters Score -5181499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5166335.000000 Penalty: 5028.843262
	Iteration 0F: 3 clusters Score -5166335 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -5172531.500000 Penalty: 5028.843262
	Iteration 1F: 3 clusters Score -5172532 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5172953.500000 Penalty: 5028.843262
	Iteration 2F: 3 clusters Score -5172954 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5173358.500000 Penalty: 5028.843262
	Iteration 3Q: 3 clusters Score -5173358 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5173738.000000 Penalty: 5028.843262
	Iteration 4Q: 3 clusters Score -5173738 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -5174153.500000 Penalty: 5028.843262
	Iteration 5Q: 3 clusters Score -5174154 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -5174572.500000 Penalty: 5028.843262
	Iteration 6Q: 3 clusters Score -5174572 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5175104.500000 Penalty: 5028.843262
	Iteration 7Q: 3 clusters Score -5175104 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5175777.000000 Penalty: 5028.843262
	Iteration 8Q: 3 clusters Score -5175777 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5176397.500000 Penalty: 5028.843262
	Iteration 9Q: 3 clusters Score -5176398 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -5177052.500000 Penalty: 5028.843262
	Iteration 10Q: 3 clusters Score -5177052 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -5177771.000000 Penalty: 5028.843262
	Iteration 11Q: 3 clusters Score -5177771 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5178585.000000 Penalty: 5028.843262
	Iteration 12Q: 3 clusters Score -5178585 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5179397.000000 Penalty: 5028.843262
	Iteration 13Q: 3 clusters Score -5179397 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -5179916.000000 Penalty: 5028.843262
	Iteration 14Q: 3 clusters Score -5179916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -5180155.000000 Penalty: 5028.843262
	Iteration 15Q: 3 clusters Score -5180155 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5180245.000000 Penalty: 5028.843262
	Iteration 16Q: 3 clusters Score -5180245 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -5180286.500000 Penalty: 5028.843262
	Iteration 17Q: 3 clusters Score -5180286 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -5180295.500000 Penalty: 5028.843262
	Iteration 18Q: 3 clusters Score -5180296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -5180296.000000 Penalty: 5028.843262
	Iteration 19Q: 3 clusters Score -5180296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -5180285.000000 Penalty: 5028.843262
	Iteration 20F: 3 clusters Score -5180285 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -5180298.500000 Penalty: 5028.843262
	Iteration 21Q: 3 clusters Score -5180298 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5180293.500000 Penalty: 5028.843262
	Iteration 22Q: 3 clusters Score -5180294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -5180293.000000 Penalty: 5028.843262
	Iteration 23Q: 3 clusters Score -5180293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -5180289.000000 Penalty: 5028.843262
	Iteration 24Q: 3 clusters Score -5180289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -5180278.000000 Penalty: 5028.843262
	Iteration 25Q: 3 clusters Score -5180278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -5180285.000000 Penalty: 5028.843262
	Iteration 26Q: 3 clusters Score -5180285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -5180287.000000 Penalty: 5028.843262
	Iteration 27Q: 3 clusters Score -5180287 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -5180276.000000 Penalty: 5028.843262
	Iteration 28Q: 3 clusters Score -5180276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5180284.000000 Penalty: 5028.843262
	Iteration 29Q: 3 clusters Score -5180284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5180271.500000 Penalty: 5028.843262
	Iteration 30Q: 3 clusters Score -5180272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -5180271.000000 Penalty: 5028.843262
	Iteration 31Q: 3 clusters Score -5180271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -5180257.500000 Penalty: 5028.843262
	Iteration 32Q: 3 clusters Score -5180258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -5180260.500000 Penalty: 5028.843262
	Iteration 33Q: 3 clusters Score -5180260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5180275.000000 Penalty: 5028.843262
	Iteration 34Q: 3 clusters Score -5180275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -5180269.000000 Penalty: 5028.843262
	Iteration 35Q: 3 clusters Score -5180269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -5180275.000000 Penalty: 5028.843262
	Iteration 36Q: 3 clusters Score -5180275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5180274.000000 Penalty: 5028.843262
	Iteration 37Q: 3 clusters Score -5180274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -5180266.000000 Penalty: 5028.843262
	Iteration 38Q: 3 clusters Score -5180266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -5180265.000000 Penalty: 5028.843262
	Iteration 39Q: 3 clusters Score -5180265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -5180261.000000 Penalty: 5028.843262
	Iteration 40F: 3 clusters Score -5180261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5180264.000000 Penalty: 5028.843262
	Iteration 41Q: 3 clusters Score -5180264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5180260.500000 Penalty: 5028.843262
	Iteration 42Q: 3 clusters Score -5180260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -5180253.000000 Penalty: 5028.843262
	Iteration 43Q: 3 clusters Score -5180253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5180252.500000 Penalty: 5028.843262
	Iteration 44Q: 3 clusters Score -5180252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5180267.000000 Penalty: 5028.843262
	Iteration 45Q: 3 clusters Score -5180267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -5180257.000000 Penalty: 5028.843262
	Iteration 46Q: 3 clusters Score -5180257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -5180261.000000 Penalty: 5028.843262
	Iteration 47Q: 3 clusters Score -5180261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5180248.000000 Penalty: 5028.843262
	Iteration 48Q: 3 clusters Score -5180248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5180249.000000 Penalty: 5028.843262
	Iteration 49Q: 3 clusters Score -5180249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -5180251.000000 Penalty: 5028.843262
	Iteration 50Q: 3 clusters Score -5180251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5180253.000000 Penalty: 5028.843262
	Iteration 51Q: 3 clusters Score -5180253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -5180249.500000 Penalty: 5028.843262
	Iteration 52Q: 3 clusters Score -5180250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -5180256.500000 Penalty: 5028.843262
	Iteration 53Q: 3 clusters Score -5180256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -5180249.500000 Penalty: 5028.843262
	Iteration 54Q: 3 clusters Score -5180250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -5180253.500000 Penalty: 5028.843262
	Iteration 55Q: 3 clusters Score -5180254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5180252.500000 Penalty: 5028.843262
	Iteration 56Q: 3 clusters Score -5180252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5180258.500000 Penalty: 5028.843262
	Iteration 57Q: 3 clusters Score -5180258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5180251.000000 Penalty: 5028.843262
	Iteration 58Q: 3 clusters Score -5180251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -5180257.000000 Penalty: 5028.843262
	Iteration 59Q: 3 clusters Score -5180257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5180250.500000 Penalty: 5028.843262
	Iteration 60F: 3 clusters Score -5180250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Entering Unmasked Estep 
Score: -5617196.500000 Penalty: 2552.468994
	Iteration 0F: 2 clusters Score -5617196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -5597694.000000 Penalty: 5104.937988
	Iteration 0F: 3 clusters Score -5597694 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5605017.500000 Penalty: 5104.937988
	Iteration 1F: 3 clusters Score -5605018 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5605581.000000 Penalty: 5104.937988
	Iteration 2F: 3 clusters Score -5605581 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5606174.000000 Penalty: 5104.937988
	Iteration 3Q: 3 clusters Score -5606174 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5607017.500000 Penalty: 5104.937988
	Iteration 4F: 3 clusters Score -5607018 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5607976.000000 Penalty: 5104.937988
	Iteration 5F: 3 clusters Score -5607976 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -5609243.000000 Penalty: 5104.937988
	Iteration 6F: 3 clusters Score -5609243 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -5610707.500000 Penalty: 5104.937988
	Iteration 7F: 3 clusters Score -5610708 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5612083.500000 Penalty: 5104.937988
	Iteration 8F: 3 clusters Score -5612084 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -5612957.000000 Penalty: 5104.937988
	Iteration 9Q: 3 clusters Score -5612957 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -5613356.000000 Penalty: 5104.937988
	Iteration 10Q: 3 clusters Score -5613356 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5613572.000000 Penalty: 5104.937988
	Iteration 11Q: 3 clusters Score -5613572 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -5613728.000000 Penalty: 5104.937988
	Iteration 12Q: 3 clusters Score -5613728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5613882.500000 Penalty: 5104.937988
	Iteration 13Q: 3 clusters Score -5613882 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -5614034.500000 Penalty: 5104.937988
	Iteration 14Q: 3 clusters Score -5614034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -5614194.500000 Penalty: 5104.937988
	Iteration 15Q: 3 clusters Score -5614194 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5614302.000000 Penalty: 5104.937988
	Iteration 16Q: 3 clusters Score -5614302 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -5614400.000000 Penalty: 5104.937988
	Iteration 17Q: 3 clusters Score -5614400 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -5614523.000000 Penalty: 5104.937988
	Iteration 18Q: 3 clusters Score -5614523 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -5614591.000000 Penalty: 5104.937988
	Iteration 19Q: 3 clusters Score -5614591 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5614666.500000 Penalty: 5104.937988
	Iteration 20F: 3 clusters Score -5614666 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -5614750.000000 Penalty: 5104.937988
	Iteration 21Q: 3 clusters Score -5614750 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5614826.000000 Penalty: 5104.937988
	Iteration 22Q: 3 clusters Score -5614826 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -5614928.000000 Penalty: 5104.937988
	Iteration 23Q: 3 clusters Score -5614928 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5614991.000000 Penalty: 5104.937988
	Iteration 24Q: 3 clusters Score -5614991 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5615052.500000 Penalty: 5104.937988
	Iteration 25Q: 3 clusters Score -5615052 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -5615109.500000 Penalty: 5104.937988
	Iteration 26Q: 3 clusters Score -5615110 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -5615140.500000 Penalty: 5104.937988
	Iteration 27Q: 3 clusters Score -5615140 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -5615182.000000 Penalty: 5104.937988
	Iteration 28Q: 3 clusters Score -5615182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -5615165.500000 Penalty: 5104.937988
	Iteration 29Q: 3 clusters Score -5615166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5615179.500000 Penalty: 5104.937988
	Iteration 30Q: 3 clusters Score -5615180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -5615187.500000 Penalty: 5104.937988
	Iteration 31Q: 3 clusters Score -5615188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -5615196.000000 Penalty: 5104.937988
	Iteration 32Q: 3 clusters Score -5615196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -5615217.000000 Penalty: 5104.937988
	Iteration 33Q: 3 clusters Score -5615217 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5615219.000000 Penalty: 5104.937988
	Iteration 34Q: 3 clusters Score -5615219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5615238.000000 Penalty: 5104.937988
	Iteration 35Q: 3 clusters Score -5615238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5615239.500000 Penalty: 5104.937988
	Iteration 36Q: 3 clusters Score -5615240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5615254.500000 Penalty: 5104.937988
	Iteration 37Q: 3 clusters Score -5615254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5615260.500000 Penalty: 5104.937988
	Iteration 38Q: 3 clusters Score -5615260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5615279.000000 Penalty: 5104.937988
	Iteration 39Q: 3 clusters Score -5615279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5615273.000000 Penalty: 5104.937988
	Iteration 40F: 3 clusters Score -5615273 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5615262.500000 Penalty: 5104.937988
	Iteration 41Q: 3 clusters Score -5615262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5615264.000000 Penalty: 5104.937988
	Iteration 42Q: 3 clusters Score -5615264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5615275.500000 Penalty: 5104.937988
	Iteration 43Q: 3 clusters Score -5615276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5615270.500000 Penalty: 5104.937988
	Iteration 44Q: 3 clusters Score -5615270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5615276.500000 Penalty: 5104.937988
	Iteration 45Q: 3 clusters Score -5615276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5615276.500000 Penalty: 5104.937988
	Iteration 46Q: 3 clusters Score -5615276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5615284.000000 Penalty: 5104.937988
	Iteration 47Q: 3 clusters Score -5615284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5615299.500000 Penalty: 5104.937988
	Iteration 48Q: 3 clusters Score -5615300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5615312.000000 Penalty: 5104.937988
	Iteration 49Q: 3 clusters Score -5615312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5615311.500000 Penalty: 5104.937988
	Iteration 50Q: 3 clusters Score -5615312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5615314.000000 Penalty: 5104.937988
	Iteration 51Q: 3 clusters Score -5615314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5615315.000000 Penalty: 5104.937988
	Iteration 52Q: 3 clusters Score -5615315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -5615309.000000 Penalty: 5104.937988
	Iteration 53Q: 3 clusters Score -5615309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -5615299.000000 Penalty: 5104.937988
	Iteration 54Q: 3 clusters Score -5615299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5615300.500000 Penalty: 5104.937988
	Iteration 55Q: 3 clusters Score -5615300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5615300.000000 Penalty: 5104.937988
	Iteration 56Q: 3 clusters Score -5615300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5615302.500000 Penalty: 5104.937988
	Iteration 57Q: 3 clusters Score -5615302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -5615295.500000 Penalty: 5104.937988
	Iteration 58Q: 3 clusters Score -5615296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5615300.500000 Penalty: 5104.937988
	Iteration 59Q: 3 clusters Score -5615300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5615304.000000 Penalty: 5104.937988
	Iteration 60F: 3 clusters Score -5615304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5615301.500000 Penalty: 5104.937988
	Iteration 61Q: 3 clusters Score -5615302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5615294.500000 Penalty: 5104.937988
	Iteration 62Q: 3 clusters Score -5615294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5615298.500000 Penalty: 5104.937988
	Iteration 63Q: 3 clusters Score -5615298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5615295.000000 Penalty: 5104.937988
	Iteration 64Q: 3 clusters Score -5615295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5615294.000000 Penalty: 5104.937988
	Iteration 65Q: 3 clusters Score -5615294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5615299.000000 Penalty: 5104.937988
	Iteration 66Q: 3 clusters Score -5615299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5615302.000000 Penalty: 5104.937988
	Iteration 67Q: 3 clusters Score -5615302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5615304.500000 Penalty: 5104.937988
	Iteration 68Q: 3 clusters Score -5615304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5615304.500000 Penalty: 5104.937988
	Iteration 69F: 3 clusters Score -5615304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (30086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Entering Unmasked Estep 
Score: -5797527.000000 Penalty: 2557.330078
	Iteration 0F: 2 clusters Score -5797527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -5777910.500000 Penalty: 5114.660156
	Iteration 0F: 3 clusters Score -5777910 nChanged 13538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5785336.500000 Penalty: 5114.660156
	Iteration 1F: 3 clusters Score -5785336 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5785894.500000 Penalty: 5114.660156
	Iteration 2F: 3 clusters Score -5785894 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5786394.500000 Penalty: 5114.660156
	Iteration 3F: 3 clusters Score -5786394 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5786913.500000 Penalty: 5114.660156
	Iteration 4Q: 3 clusters Score -5786914 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5787504.000000 Penalty: 5114.660156
	Iteration 5Q: 3 clusters Score -5787504 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -5788333.000000 Penalty: 5114.660156
	Iteration 6F: 3 clusters Score -5788333 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5789426.000000 Penalty: 5114.660156
	Iteration 7F: 3 clusters Score -5789426 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5790920.500000 Penalty: 5114.660156
	Iteration 8F: 3 clusters Score -5790920 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -5792487.500000 Penalty: 5114.660156
	Iteration 9F: 3 clusters Score -5792488 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -5793702.000000 Penalty: 5114.660156
	Iteration 10F: 3 clusters Score -5793702 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5794395.000000 Penalty: 5114.660156
	Iteration 11Q: 3 clusters Score -5794395 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5794791.500000 Penalty: 5114.660156
	Iteration 12Q: 3 clusters Score -5794792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5795005.000000 Penalty: 5114.660156
	Iteration 13Q: 3 clusters Score -5795005 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5795144.500000 Penalty: 5114.660156
	Iteration 14Q: 3 clusters Score -5795144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -5795191.500000 Penalty: 5114.660156
	Iteration 15Q: 3 clusters Score -5795192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5795229.000000 Penalty: 5114.660156
	Iteration 16Q: 3 clusters Score -5795229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -5795253.000000 Penalty: 5114.660156
	Iteration 17Q: 3 clusters Score -5795253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -5795266.000000 Penalty: 5114.660156
	Iteration 18Q: 3 clusters Score -5795266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -5795294.000000 Penalty: 5114.660156
	Iteration 19Q: 3 clusters Score -5795294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -5795306.000000 Penalty: 5114.660156
	Iteration 20F: 3 clusters Score -5795306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5795317.500000 Penalty: 5114.660156
	Iteration 21Q: 3 clusters Score -5795318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5795324.000000 Penalty: 5114.660156
	Iteration 22Q: 3 clusters Score -5795324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -5795324.000000 Penalty: 5114.660156
	Iteration 23F: 3 clusters Score -5795324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Entering Unmasked Estep 
Score: -4411771.500000 Penalty: 2472.415039
	Iteration 0F: 2 clusters Score -4411772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4398843.000000 Penalty: 4944.830078
	Iteration 0F: 3 clusters Score -4398843 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4403791.000000 Penalty: 4944.830078
	Iteration 1F: 3 clusters Score -4403791 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4404144.000000 Penalty: 4944.830078
	Iteration 2Q: 3 clusters Score -4404144 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4404367.000000 Penalty: 4944.830078
	Iteration 3Q: 3 clusters Score -4404367 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4404577.000000 Penalty: 4944.830078
	Iteration 4Q: 3 clusters Score -4404577 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -4404718.000000 Penalty: 4944.830078
	Iteration 5Q: 3 clusters Score -4404718 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -4404823.000000 Penalty: 4944.830078
	Iteration 6Q: 3 clusters Score -4404823 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4404967.000000 Penalty: 4944.830078
	Iteration 7Q: 3 clusters Score -4404967 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4405101.000000 Penalty: 4944.830078
	Iteration 8Q: 3 clusters Score -4405101 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4405245.500000 Penalty: 4944.830078
	Iteration 9Q: 3 clusters Score -4405246 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -4405395.500000 Penalty: 4944.830078
	Iteration 10Q: 3 clusters Score -4405396 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4405701.000000 Penalty: 4944.830078
	Iteration 11Q: 3 clusters Score -4405701 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4406138.500000 Penalty: 4944.830078
	Iteration 12Q: 3 clusters Score -4406138 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4406820.000000 Penalty: 4944.830078
	Iteration 13Q: 3 clusters Score -4406820 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -4407859.000000 Penalty: 4944.830078
	Iteration 14F: 3 clusters Score -4407859 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4409061.500000 Penalty: 4944.830078
	Iteration 15F: 3 clusters Score -4409062 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4409825.000000 Penalty: 4944.830078
	Iteration 16F: 3 clusters Score -4409825 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4410261.500000 Penalty: 4944.830078
	Iteration 17Q: 3 clusters Score -4410262 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -4410454.500000 Penalty: 4944.830078
	Iteration 18Q: 3 clusters Score -4410454 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4410491.000000 Penalty: 4944.830078
	Iteration 19Q: 3 clusters Score -4410491 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4410466.000000 Penalty: 4944.830078
	Iteration 20F: 3 clusters Score -4410466 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4410357.000000 Penalty: 4944.830078
	Iteration 21Q: 3 clusters Score -4410357 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4410365.000000 Penalty: 4944.830078
	Iteration 22Q: 3 clusters Score -4410365 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4410235.000000 Penalty: 4944.830078
	Iteration 23Q: 3 clusters Score -4410235 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -4410273.500000 Penalty: 4944.830078
	Iteration 24Q: 3 clusters Score -4410274 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4410286.000000 Penalty: 4944.830078
	Iteration 25Q: 3 clusters Score -4410286 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4410263.500000 Penalty: 4944.830078
	Iteration 26Q: 3 clusters Score -4410264 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4410229.500000 Penalty: 4944.830078
	Iteration 27Q: 3 clusters Score -4410230 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4410243.000000 Penalty: 4944.830078
	Iteration 28Q: 3 clusters Score -4410243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4410233.500000 Penalty: 4944.830078
	Iteration 29Q: 3 clusters Score -4410234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4410236.500000 Penalty: 4944.830078
	Iteration 30Q: 3 clusters Score -4410236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4410230.500000 Penalty: 4944.830078
	Iteration 31Q: 3 clusters Score -4410230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -4410214.000000 Penalty: 4944.830078
	Iteration 32Q: 3 clusters Score -4410214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4410201.500000 Penalty: 4944.830078
	Iteration 33Q: 3 clusters Score -4410202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4410196.500000 Penalty: 4944.830078
	Iteration 34Q: 3 clusters Score -4410196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4410191.500000 Penalty: 4944.830078
	Iteration 35Q: 3 clusters Score -4410192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4410200.000000 Penalty: 4944.830078
	Iteration 36Q: 3 clusters Score -4410200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4410195.000000 Penalty: 4944.830078
	Iteration 37Q: 3 clusters Score -4410195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4410199.000000 Penalty: 4944.830078
	Iteration 38Q: 3 clusters Score -4410199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4410202.500000 Penalty: 4944.830078
	Iteration 39Q: 3 clusters Score -4410202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4410197.000000 Penalty: 4944.830078
	Iteration 40F: 3 clusters Score -4410197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4410193.500000 Penalty: 4944.830078
	Iteration 41Q: 3 clusters Score -4410194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4410196.500000 Penalty: 4944.830078
	Iteration 42Q: 3 clusters Score -4410196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4410201.000000 Penalty: 4944.830078
	Iteration 43Q: 3 clusters Score -4410201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -4410205.000000 Penalty: 4944.830078
	Iteration 44Q: 3 clusters Score -4410205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4410202.000000 Penalty: 4944.830078
	Iteration 45Q: 3 clusters Score -4410202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4410195.500000 Penalty: 4944.830078
	Iteration 46Q: 3 clusters Score -4410196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4410203.500000 Penalty: 4944.830078
	Iteration 47Q: 3 clusters Score -4410204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4410195.500000 Penalty: 4944.830078
	Iteration 48Q: 3 clusters Score -4410196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4410195.500000 Penalty: 4944.830078
	Iteration 49F: 3 clusters Score -4410196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1289 members 
Mstep: Class 3 contains 33708 members 
Mstep: Class 4 contains 24065 members 
Mstep: Class 5 contains 28143 members 
Mstep: Class 6 contains 3964 members 
Mstep: Class 7 contains 15644 members 
Mstep: Class 8 contains 25448 members 
Mstep: Class 9 contains 34608 members 
Mstep: Class 10 contains 16433 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29299 members 
Mstep: Class 13 contains 20279 members 
Mstep: Class 14 contains 36354 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 35002 members 
Mstep: Class 19 contains 29954 members 
Mstep: Class 20 contains 25096 members 
Mstep: Class 21 contains 42317 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28009 members 
Mstep: Class 24 contains 25646 members 
Mstep: Class 25 contains 33169 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32409 members 
Mstep: Class 28 contains 21336 members 
Mstep: Class 29 contains 29683 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27673 members 
Mstep: Class 33 contains 24473 members 
Mstep: Class 34 contains 24665 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 26486 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20941 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28689 members 
Mstep: Class 41 contains 25069 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25306 members 
Mstep: Class 44 contains 29502 members 
Mstep: Class 45 contains 30086 members 
Mstep: Class 46 contains 21363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466080.000000 Penalty: 156710.000000
Iteration 439Q: 47 clusters Score -1.774661e+08 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 33537 members 
Mstep: Class 4 contains 24078 members 
Mstep: Class 5 contains 28154 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 15596 members 
Mstep: Class 8 contains 25408 members 
Mstep: Class 9 contains 34617 members 
Mstep: Class 10 contains 16775 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 20308 members 
Mstep: Class 14 contains 36282 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10030 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34977 members 
Mstep: Class 19 contains 29937 members 
Mstep: Class 20 contains 25176 members 
Mstep: Class 21 contains 42328 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28006 members 
Mstep: Class 24 contains 25725 members 
Mstep: Class 25 contains 33243 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32408 members 
Mstep: Class 28 contains 21287 members 
Mstep: Class 29 contains 29661 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27672 members 
Mstep: Class 33 contains 24460 members 
Mstep: Class 34 contains 24535 members 
Mstep: Class 35 contains 2393 members 
Mstep: Class 36 contains 26518 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20930 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28702 members 
Mstep: Class 41 contains 25053 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25328 members 
Mstep: Class 44 contains 29513 members 
Mstep: Class 45 contains 30102 members 
Mstep: Class 46 contains 21331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465728.000000 Penalty: 156710.000000
Iteration 440F: 47 clusters Score -1.774657e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 33398 members 
Mstep: Class 4 contains 24125 members 
Mstep: Class 5 contains 28198 members 
Mstep: Class 6 contains 3966 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 25388 members 
Mstep: Class 9 contains 34629 members 
Mstep: Class 10 contains 17132 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29288 members 
Mstep: Class 13 contains 20309 members 
Mstep: Class 14 contains 36244 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10011 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 34954 members 
Mstep: Class 19 contains 29886 members 
Mstep: Class 20 contains 25227 members 
Mstep: Class 21 contains 42372 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28006 members 
Mstep: Class 24 contains 25814 members 
Mstep: Class 25 contains 33288 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32387 members 
Mstep: Class 28 contains 21228 members 
Mstep: Class 29 contains 29643 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27672 members 
Mstep: Class 33 contains 24443 members 
Mstep: Class 34 contains 24449 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26541 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20929 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28685 members 
Mstep: Class 41 contains 24996 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25311 members 
Mstep: Class 44 contains 29500 members 
Mstep: Class 45 contains 30119 members 
Mstep: Class 46 contains 21315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466192.000000 Penalty: 156710.000000
Iteration 441Q: 47 clusters Score -1.774662e+08 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 33255 members 
Mstep: Class 4 contains 24185 members 
Mstep: Class 5 contains 28220 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 15533 members 
Mstep: Class 8 contains 25371 members 
Mstep: Class 9 contains 34637 members 
Mstep: Class 10 contains 17482 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29260 members 
Mstep: Class 13 contains 20320 members 
Mstep: Class 14 contains 36200 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 10003 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34933 members 
Mstep: Class 19 contains 29851 members 
Mstep: Class 20 contains 25260 members 
Mstep: Class 21 contains 42417 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28006 members 
Mstep: Class 24 contains 25915 members 
Mstep: Class 25 contains 33342 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32371 members 
Mstep: Class 28 contains 21181 members 
Mstep: Class 29 contains 29608 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27655 members 
Mstep: Class 33 contains 24434 members 
Mstep: Class 34 contains 24363 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26545 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20915 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28686 members 
Mstep: Class 41 contains 24922 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25318 members 
Mstep: Class 44 contains 29532 members 
Mstep: Class 45 contains 30125 members 
Mstep: Class 46 contains 21315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466880.000000 Penalty: 156710.000000
Iteration 442Q: 47 clusters Score -1.774669e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 33122 members 
Mstep: Class 4 contains 24252 members 
Mstep: Class 5 contains 28229 members 
Mstep: Class 6 contains 3974 members 
Mstep: Class 7 contains 15518 members 
Mstep: Class 8 contains 25366 members 
Mstep: Class 9 contains 34643 members 
Mstep: Class 10 contains 17821 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29238 members 
Mstep: Class 13 contains 20346 members 
Mstep: Class 14 contains 36181 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9993 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34911 members 
Mstep: Class 19 contains 29810 members 
Mstep: Class 20 contains 25255 members 
Mstep: Class 21 contains 42456 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28013 members 
Mstep: Class 24 contains 26043 members 
Mstep: Class 25 contains 33396 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32359 members 
Mstep: Class 28 contains 21122 members 
Mstep: Class 29 contains 29556 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27632 members 
Mstep: Class 33 contains 24434 members 
Mstep: Class 34 contains 24313 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26556 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20913 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28682 members 
Mstep: Class 41 contains 24859 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25319 members 
Mstep: Class 44 contains 29541 members 
Mstep: Class 45 contains 30105 members 
Mstep: Class 46 contains 21269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466800.000000 Penalty: 156710.000000
Iteration 443Q: 47 clusters Score -1.774668e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 32966 members 
Mstep: Class 4 contains 24303 members 
Mstep: Class 5 contains 28246 members 
Mstep: Class 6 contains 3970 members 
Mstep: Class 7 contains 15493 members 
Mstep: Class 8 contains 25342 members 
Mstep: Class 9 contains 34649 members 
Mstep: Class 10 contains 18162 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29227 members 
Mstep: Class 13 contains 20387 members 
Mstep: Class 14 contains 36157 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9985 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34866 members 
Mstep: Class 19 contains 29765 members 
Mstep: Class 20 contains 25244 members 
Mstep: Class 21 contains 42514 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 28004 members 
Mstep: Class 24 contains 26175 members 
Mstep: Class 25 contains 33440 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32354 members 
Mstep: Class 28 contains 21067 members 
Mstep: Class 29 contains 29481 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27614 members 
Mstep: Class 33 contains 24438 members 
Mstep: Class 34 contains 24288 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26568 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20927 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28699 members 
Mstep: Class 41 contains 24781 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25329 members 
Mstep: Class 44 contains 29562 members 
Mstep: Class 45 contains 30102 members 
Mstep: Class 46 contains 21209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466864.000000 Penalty: 156710.000000
Iteration 444Q: 47 clusters Score -1.774669e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1280 members 
Mstep: Class 3 contains 32830 members 
Mstep: Class 4 contains 24341 members 
Mstep: Class 5 contains 28278 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 15468 members 
Mstep: Class 8 contains 25339 members 
Mstep: Class 9 contains 34662 members 
Mstep: Class 10 contains 18524 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29191 members 
Mstep: Class 13 contains 20416 members 
Mstep: Class 14 contains 36125 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9976 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34817 members 
Mstep: Class 19 contains 29726 members 
Mstep: Class 20 contains 25201 members 
Mstep: Class 21 contains 42550 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27993 members 
Mstep: Class 24 contains 26293 members 
Mstep: Class 25 contains 33467 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32376 members 
Mstep: Class 28 contains 21000 members 
Mstep: Class 29 contains 29410 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27595 members 
Mstep: Class 33 contains 24429 members 
Mstep: Class 34 contains 24309 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26583 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20915 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28730 members 
Mstep: Class 41 contains 24699 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25277 members 
Mstep: Class 44 contains 29590 members 
Mstep: Class 45 contains 30094 members 
Mstep: Class 46 contains 21235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467360.000000 Penalty: 156710.000000
Iteration 445Q: 47 clusters Score -1.774674e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 32720 members 
Mstep: Class 4 contains 24376 members 
Mstep: Class 5 contains 28309 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 7 contains 15453 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 9 contains 34646 members 
Mstep: Class 10 contains 18886 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29184 members 
Mstep: Class 13 contains 20437 members 
Mstep: Class 14 contains 36093 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9965 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34773 members 
Mstep: Class 19 contains 29692 members 
Mstep: Class 20 contains 25155 members 
Mstep: Class 21 contains 42613 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27976 members 
Mstep: Class 24 contains 26406 members 
Mstep: Class 25 contains 33500 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32391 members 
Mstep: Class 28 contains 20943 members 
Mstep: Class 29 contains 29354 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 24412 members 
Mstep: Class 34 contains 24333 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26565 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20888 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28761 members 
Mstep: Class 41 contains 24633 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25199 members 
Mstep: Class 44 contains 29600 members 
Mstep: Class 45 contains 30062 members 
Mstep: Class 46 contains 21312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467216.000000 Penalty: 156710.000000
Iteration 446Q: 47 clusters Score -1.774672e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 32612 members 
Mstep: Class 4 contains 24398 members 
Mstep: Class 5 contains 28324 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 25324 members 
Mstep: Class 9 contains 34635 members 
Mstep: Class 10 contains 19263 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29183 members 
Mstep: Class 13 contains 20465 members 
Mstep: Class 14 contains 36026 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 34721 members 
Mstep: Class 19 contains 29652 members 
Mstep: Class 20 contains 25101 members 
Mstep: Class 21 contains 42667 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27958 members 
Mstep: Class 24 contains 26479 members 
Mstep: Class 25 contains 33555 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32390 members 
Mstep: Class 28 contains 20886 members 
Mstep: Class 29 contains 29291 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27535 members 
Mstep: Class 33 contains 24403 members 
Mstep: Class 34 contains 24365 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26546 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20848 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28831 members 
Mstep: Class 41 contains 24602 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 25093 members 
Mstep: Class 44 contains 29598 members 
Mstep: Class 45 contains 30050 members 
Mstep: Class 46 contains 21440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467328.000000 Penalty: 156710.000000
Iteration 447Q: 47 clusters Score -1.774673e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 32494 members 
Mstep: Class 4 contains 24403 members 
Mstep: Class 5 contains 28322 members 
Mstep: Class 6 contains 3945 members 
Mstep: Class 7 contains 15413 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 34615 members 
Mstep: Class 10 contains 19629 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29174 members 
Mstep: Class 13 contains 20453 members 
Mstep: Class 14 contains 35998 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 34680 members 
Mstep: Class 19 contains 29603 members 
Mstep: Class 20 contains 25059 members 
Mstep: Class 21 contains 42717 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27963 members 
Mstep: Class 24 contains 26555 members 
Mstep: Class 25 contains 33612 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32384 members 
Mstep: Class 28 contains 20821 members 
Mstep: Class 29 contains 29222 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27522 members 
Mstep: Class 33 contains 24396 members 
Mstep: Class 34 contains 24385 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26538 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20837 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28896 members 
Mstep: Class 41 contains 24578 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24939 members 
Mstep: Class 44 contains 29611 members 
Mstep: Class 45 contains 30059 members 
Mstep: Class 46 contains 21612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467664.000000 Penalty: 156710.000000
Iteration 448Q: 47 clusters Score -1.774677e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 32377 members 
Mstep: Class 4 contains 24404 members 
Mstep: Class 5 contains 28318 members 
Mstep: Class 6 contains 3941 members 
Mstep: Class 7 contains 15393 members 
Mstep: Class 8 contains 25315 members 
Mstep: Class 9 contains 34607 members 
Mstep: Class 10 contains 20037 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29172 members 
Mstep: Class 13 contains 20445 members 
Mstep: Class 14 contains 35963 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9957 members 
Mstep: Class 17 contains 1143 members 
Mstep: Class 18 contains 34636 members 
Mstep: Class 19 contains 29570 members 
Mstep: Class 20 contains 25049 members 
Mstep: Class 21 contains 42765 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 27957 members 
Mstep: Class 24 contains 26667 members 
Mstep: Class 25 contains 33631 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32400 members 
Mstep: Class 28 contains 20717 members 
Mstep: Class 29 contains 29129 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27510 members 
Mstep: Class 33 contains 24378 members 
Mstep: Class 34 contains 24392 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26555 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20815 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 28965 members 
Mstep: Class 41 contains 24564 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24794 members 
Mstep: Class 44 contains 29613 members 
Mstep: Class 45 contains 30042 members 
Mstep: Class 46 contains 21758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467904.000000 Penalty: 156710.000000
Iteration 449Q: 47 clusters Score -1.774679e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 32306 members 
Mstep: Class 4 contains 24381 members 
Mstep: Class 5 contains 28324 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 15369 members 
Mstep: Class 8 contains 25314 members 
Mstep: Class 9 contains 34596 members 
Mstep: Class 10 contains 20450 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29158 members 
Mstep: Class 13 contains 20452 members 
Mstep: Class 14 contains 35963 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9959 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 34576 members 
Mstep: Class 19 contains 29542 members 
Mstep: Class 20 contains 25027 members 
Mstep: Class 21 contains 42792 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 27956 members 
Mstep: Class 24 contains 26775 members 
Mstep: Class 25 contains 33669 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32398 members 
Mstep: Class 28 contains 20612 members 
Mstep: Class 29 contains 29037 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27503 members 
Mstep: Class 33 contains 24368 members 
Mstep: Class 34 contains 24431 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26561 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20789 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29020 members 
Mstep: Class 41 contains 24546 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24621 members 
Mstep: Class 44 contains 29591 members 
Mstep: Class 45 contains 30023 members 
Mstep: Class 46 contains 21909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467760.000000 Penalty: 156710.000000
Iteration 450Q: 47 clusters Score -1.774678e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 1260 members 
Mstep: Class 3 contains 32230 members 
Mstep: Class 4 contains 24348 members 
Mstep: Class 5 contains 28329 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 15347 members 
Mstep: Class 8 contains 25314 members 
Mstep: Class 9 contains 34560 members 
Mstep: Class 10 contains 20846 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29142 members 
Mstep: Class 13 contains 20462 members 
Mstep: Class 14 contains 35940 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9951 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 34535 members 
Mstep: Class 19 contains 29502 members 
Mstep: Class 20 contains 25006 members 
Mstep: Class 21 contains 42817 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 27944 members 
Mstep: Class 24 contains 26915 members 
Mstep: Class 25 contains 33683 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32396 members 
Mstep: Class 28 contains 20531 members 
Mstep: Class 29 contains 28937 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27506 members 
Mstep: Class 33 contains 24365 members 
Mstep: Class 34 contains 24465 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26572 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20758 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29085 members 
Mstep: Class 41 contains 24538 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24448 members 
Mstep: Class 44 contains 29587 members 
Mstep: Class 45 contains 30021 members 
Mstep: Class 46 contains 22072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467344.000000 Penalty: 156710.000000
Iteration 451Q: 47 clusters Score -1.774673e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1253 members 
Mstep: Class 3 contains 32178 members 
Mstep: Class 4 contains 24291 members 
Mstep: Class 5 contains 28332 members 
Mstep: Class 6 contains 3932 members 
Mstep: Class 7 contains 15342 members 
Mstep: Class 8 contains 25295 members 
Mstep: Class 9 contains 34531 members 
Mstep: Class 10 contains 21232 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29144 members 
Mstep: Class 13 contains 20484 members 
Mstep: Class 14 contains 35914 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 34491 members 
Mstep: Class 19 contains 29489 members 
Mstep: Class 20 contains 24981 members 
Mstep: Class 21 contains 42863 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27925 members 
Mstep: Class 24 contains 27051 members 
Mstep: Class 25 contains 33684 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32374 members 
Mstep: Class 28 contains 20450 members 
Mstep: Class 29 contains 28840 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1691 members 
Mstep: Class 32 contains 27498 members 
Mstep: Class 33 contains 24364 members 
Mstep: Class 34 contains 24510 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26623 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20727 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29131 members 
Mstep: Class 41 contains 24530 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 24193 members 
Mstep: Class 44 contains 29581 members 
Mstep: Class 45 contains 30038 members 
Mstep: Class 46 contains 22242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467664.000000 Penalty: 156710.000000
Iteration 452Q: 47 clusters Score -1.774677e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 32129 members 
Mstep: Class 4 contains 24228 members 
Mstep: Class 5 contains 28342 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 15323 members 
Mstep: Class 8 contains 25281 members 
Mstep: Class 9 contains 34495 members 
Mstep: Class 10 contains 21598 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29138 members 
Mstep: Class 13 contains 20493 members 
Mstep: Class 14 contains 35891 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 34439 members 
Mstep: Class 19 contains 29447 members 
Mstep: Class 20 contains 24941 members 
Mstep: Class 21 contains 42904 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27910 members 
Mstep: Class 24 contains 27170 members 
Mstep: Class 25 contains 33704 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32364 members 
Mstep: Class 28 contains 20415 members 
Mstep: Class 29 contains 28764 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27500 members 
Mstep: Class 33 contains 24361 members 
Mstep: Class 34 contains 24539 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26632 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20697 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29174 members 
Mstep: Class 41 contains 24578 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23899 members 
Mstep: Class 44 contains 29565 members 
Mstep: Class 45 contains 30042 members 
Mstep: Class 46 contains 22459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467584.000000 Penalty: 156710.000000
Iteration 453Q: 47 clusters Score -1.774676e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 32079 members 
Mstep: Class 4 contains 24177 members 
Mstep: Class 5 contains 28342 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 25249 members 
Mstep: Class 9 contains 34488 members 
Mstep: Class 10 contains 21971 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29153 members 
Mstep: Class 13 contains 20495 members 
Mstep: Class 14 contains 35861 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9953 members 
Mstep: Class 17 contains 1144 members 
Mstep: Class 18 contains 34386 members 
Mstep: Class 19 contains 29421 members 
Mstep: Class 20 contains 24920 members 
Mstep: Class 21 contains 42976 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27887 members 
Mstep: Class 24 contains 27266 members 
Mstep: Class 25 contains 33708 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32327 members 
Mstep: Class 28 contains 20404 members 
Mstep: Class 29 contains 28696 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27499 members 
Mstep: Class 33 contains 24357 members 
Mstep: Class 34 contains 24554 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26673 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20653 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29232 members 
Mstep: Class 41 contains 24605 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23640 members 
Mstep: Class 44 contains 29523 members 
Mstep: Class 45 contains 30036 members 
Mstep: Class 46 contains 22656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467200.000000 Penalty: 156710.000000
Iteration 454Q: 47 clusters Score -1.774672e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 32043 members 
Mstep: Class 4 contains 24150 members 
Mstep: Class 5 contains 28376 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 15300 members 
Mstep: Class 8 contains 25227 members 
Mstep: Class 9 contains 34476 members 
Mstep: Class 10 contains 22358 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29157 members 
Mstep: Class 13 contains 20488 members 
Mstep: Class 14 contains 35810 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9954 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 18 contains 34325 members 
Mstep: Class 19 contains 29379 members 
Mstep: Class 20 contains 24902 members 
Mstep: Class 21 contains 43066 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27852 members 
Mstep: Class 24 contains 27388 members 
Mstep: Class 25 contains 33681 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32296 members 
Mstep: Class 28 contains 20382 members 
Mstep: Class 29 contains 28598 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27483 members 
Mstep: Class 33 contains 24334 members 
Mstep: Class 34 contains 24564 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26679 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20610 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29301 members 
Mstep: Class 41 contains 24627 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23405 members 
Mstep: Class 44 contains 29517 members 
Mstep: Class 45 contains 30027 members 
Mstep: Class 46 contains 22813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467216.000000 Penalty: 156710.000000
Iteration 455Q: 47 clusters Score -1.774672e+08 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 32019 members 
Mstep: Class 4 contains 24122 members 
Mstep: Class 5 contains 28398 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 15297 members 
Mstep: Class 8 contains 25215 members 
Mstep: Class 9 contains 34450 members 
Mstep: Class 10 contains 22802 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29153 members 
Mstep: Class 13 contains 20504 members 
Mstep: Class 14 contains 35757 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9946 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 34267 members 
Mstep: Class 19 contains 29331 members 
Mstep: Class 20 contains 24872 members 
Mstep: Class 21 contains 43144 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27804 members 
Mstep: Class 24 contains 27527 members 
Mstep: Class 25 contains 33685 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32263 members 
Mstep: Class 28 contains 20311 members 
Mstep: Class 29 contains 28498 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27487 members 
Mstep: Class 33 contains 24308 members 
Mstep: Class 34 contains 24560 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26708 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20556 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29337 members 
Mstep: Class 41 contains 24683 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 23166 members 
Mstep: Class 44 contains 29485 members 
Mstep: Class 45 contains 29984 members 
Mstep: Class 46 contains 22984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467088.000000 Penalty: 156710.000000
Iteration 456Q: 47 clusters Score -1.774671e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 1231 members 
Mstep: Class 3 contains 31970 members 
Mstep: Class 4 contains 24078 members 
Mstep: Class 5 contains 28387 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 15298 members 
Mstep: Class 8 contains 25194 members 
Mstep: Class 9 contains 34438 members 
Mstep: Class 10 contains 23234 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29150 members 
Mstep: Class 13 contains 20532 members 
Mstep: Class 14 contains 35713 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9942 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 34219 members 
Mstep: Class 19 contains 29259 members 
Mstep: Class 20 contains 24879 members 
Mstep: Class 21 contains 43171 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27769 members 
Mstep: Class 24 contains 27711 members 
Mstep: Class 25 contains 33688 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32243 members 
Mstep: Class 28 contains 20228 members 
Mstep: Class 29 contains 28427 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27490 members 
Mstep: Class 33 contains 24291 members 
Mstep: Class 34 contains 24563 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26713 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20507 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29363 members 
Mstep: Class 41 contains 24716 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22927 members 
Mstep: Class 44 contains 29450 members 
Mstep: Class 45 contains 29966 members 
Mstep: Class 46 contains 23153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467200.000000 Penalty: 156710.000000
Iteration 457Q: 47 clusters Score -1.774672e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 31955 members 
Mstep: Class 4 contains 24031 members 
Mstep: Class 5 contains 28385 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 15295 members 
Mstep: Class 8 contains 25194 members 
Mstep: Class 9 contains 34424 members 
Mstep: Class 10 contains 23665 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29143 members 
Mstep: Class 13 contains 20535 members 
Mstep: Class 14 contains 35666 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 34167 members 
Mstep: Class 19 contains 29195 members 
Mstep: Class 20 contains 24873 members 
Mstep: Class 21 contains 43206 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27734 members 
Mstep: Class 24 contains 27917 members 
Mstep: Class 25 contains 33670 members 
Mstep: Class 26 contains 187 members 
Mstep: Class 27 contains 32198 members 
Mstep: Class 28 contains 20069 members 
Mstep: Class 29 contains 28407 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27489 members 
Mstep: Class 33 contains 24266 members 
Mstep: Class 34 contains 24575 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26709 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20495 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29359 members 
Mstep: Class 41 contains 24741 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22666 members 
Mstep: Class 44 contains 29416 members 
Mstep: Class 45 contains 29936 members 
Mstep: Class 46 contains 23366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467104.000000 Penalty: 156710.000000
Iteration 458Q: 47 clusters Score -1.774671e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 31962 members 
Mstep: Class 4 contains 23967 members 
Mstep: Class 5 contains 28381 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 15284 members 
Mstep: Class 8 contains 25182 members 
Mstep: Class 9 contains 34413 members 
Mstep: Class 10 contains 24125 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29109 members 
Mstep: Class 13 contains 20553 members 
Mstep: Class 14 contains 35596 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 34107 members 
Mstep: Class 19 contains 29154 members 
Mstep: Class 20 contains 24869 members 
Mstep: Class 21 contains 43243 members 
Mstep: Class 22 contains 765 members 
Mstep: Class 23 contains 27683 members 
Mstep: Class 24 contains 28133 members 
Mstep: Class 25 contains 33648 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32158 members 
Mstep: Class 28 contains 19941 members 
Mstep: Class 29 contains 28369 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1690 members 
Mstep: Class 32 contains 27469 members 
Mstep: Class 33 contains 24243 members 
Mstep: Class 34 contains 24556 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26714 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20488 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29402 members 
Mstep: Class 41 contains 24762 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22380 members 
Mstep: Class 44 contains 29380 members 
Mstep: Class 45 contains 29898 members 
Mstep: Class 46 contains 23567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467232.000000 Penalty: 156710.000000
Iteration 459Q: 47 clusters Score -1.774672e+08 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 31964 members 
Mstep: Class 4 contains 23917 members 
Mstep: Class 5 contains 28372 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 15270 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 34397 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29106 members 
Mstep: Class 13 contains 20554 members 
Mstep: Class 14 contains 35521 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 34046 members 
Mstep: Class 19 contains 29115 members 
Mstep: Class 20 contains 24869 members 
Mstep: Class 21 contains 43256 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27644 members 
Mstep: Class 24 contains 28304 members 
Mstep: Class 25 contains 33645 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32131 members 
Mstep: Class 28 contains 19784 members 
Mstep: Class 29 contains 28351 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27470 members 
Mstep: Class 33 contains 24224 members 
Mstep: Class 34 contains 24534 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26700 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20438 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29445 members 
Mstep: Class 41 contains 24789 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 22165 members 
Mstep: Class 44 contains 29347 members 
Mstep: Class 45 contains 29843 members 
Mstep: Class 46 contains 23796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467312.000000 Penalty: 156710.000000
Iteration 460F: 47 clusters Score -1.774673e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 31924 members 
Mstep: Class 4 contains 23905 members 
Mstep: Class 5 contains 28380 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15250 members 
Mstep: Class 8 contains 25153 members 
Mstep: Class 9 contains 34370 members 
Mstep: Class 10 contains 25014 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29095 members 
Mstep: Class 13 contains 20601 members 
Mstep: Class 14 contains 35449 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 33988 members 
Mstep: Class 19 contains 29054 members 
Mstep: Class 20 contains 24871 members 
Mstep: Class 21 contains 43308 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27603 members 
Mstep: Class 24 contains 28463 members 
Mstep: Class 25 contains 33648 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32119 members 
Mstep: Class 28 contains 19618 members 
Mstep: Class 29 contains 28353 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27477 members 
Mstep: Class 33 contains 24205 members 
Mstep: Class 34 contains 24485 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26679 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20391 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29442 members 
Mstep: Class 41 contains 24823 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21958 members 
Mstep: Class 44 contains 29321 members 
Mstep: Class 45 contains 29816 members 
Mstep: Class 46 contains 24001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467424.000000 Penalty: 156710.000000
Iteration 461Q: 47 clusters Score -1.774674e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 23894 members 
Mstep: Class 5 contains 28407 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 15236 members 
Mstep: Class 8 contains 25137 members 
Mstep: Class 9 contains 34335 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29107 members 
Mstep: Class 13 contains 20622 members 
Mstep: Class 14 contains 35392 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9946 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 33936 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 24901 members 
Mstep: Class 21 contains 43332 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27582 members 
Mstep: Class 24 contains 28574 members 
Mstep: Class 25 contains 33652 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32107 members 
Mstep: Class 28 contains 19450 members 
Mstep: Class 29 contains 28357 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27467 members 
Mstep: Class 33 contains 24179 members 
Mstep: Class 34 contains 24443 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26673 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20362 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29459 members 
Mstep: Class 41 contains 24793 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21817 members 
Mstep: Class 44 contains 29313 members 
Mstep: Class 45 contains 29788 members 
Mstep: Class 46 contains 24216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466960.000000 Penalty: 156710.000000
Iteration 462Q: 47 clusters Score -1.77467e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 31887 members 
Mstep: Class 4 contains 23888 members 
Mstep: Class 5 contains 28407 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 34326 members 
Mstep: Class 10 contains 25851 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29121 members 
Mstep: Class 13 contains 20601 members 
Mstep: Class 14 contains 35347 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 33872 members 
Mstep: Class 19 contains 28895 members 
Mstep: Class 20 contains 24910 members 
Mstep: Class 21 contains 43365 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27557 members 
Mstep: Class 24 contains 28689 members 
Mstep: Class 25 contains 33616 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32098 members 
Mstep: Class 28 contains 19269 members 
Mstep: Class 29 contains 28350 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27446 members 
Mstep: Class 33 contains 24161 members 
Mstep: Class 34 contains 24401 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26650 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20349 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29480 members 
Mstep: Class 41 contains 24749 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21674 members 
Mstep: Class 44 contains 29303 members 
Mstep: Class 45 contains 29756 members 
Mstep: Class 46 contains 24453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466768.000000 Penalty: 156710.000000
Iteration 463Q: 47 clusters Score -1.774668e+08 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 31883 members 
Mstep: Class 4 contains 23872 members 
Mstep: Class 5 contains 28432 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 25134 members 
Mstep: Class 9 contains 34290 members 
Mstep: Class 10 contains 26252 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29130 members 
Mstep: Class 13 contains 20573 members 
Mstep: Class 14 contains 35307 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9945 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 33813 members 
Mstep: Class 19 contains 28799 members 
Mstep: Class 20 contains 24902 members 
Mstep: Class 21 contains 43397 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27535 members 
Mstep: Class 24 contains 28742 members 
Mstep: Class 25 contains 33579 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32071 members 
Mstep: Class 28 contains 19122 members 
Mstep: Class 29 contains 28366 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27434 members 
Mstep: Class 33 contains 24149 members 
Mstep: Class 34 contains 24377 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26596 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20356 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29483 members 
Mstep: Class 41 contains 24737 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21614 members 
Mstep: Class 44 contains 29290 members 
Mstep: Class 45 contains 29720 members 
Mstep: Class 46 contains 24682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467280.000000 Penalty: 156710.000000
Iteration 464Q: 47 clusters Score -1.774673e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 31895 members 
Mstep: Class 4 contains 23865 members 
Mstep: Class 5 contains 28444 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 15229 members 
Mstep: Class 8 contains 25103 members 
Mstep: Class 9 contains 34281 members 
Mstep: Class 10 contains 26686 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29149 members 
Mstep: Class 13 contains 20591 members 
Mstep: Class 14 contains 35277 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 1148 members 
Mstep: Class 18 contains 33739 members 
Mstep: Class 19 contains 28706 members 
Mstep: Class 20 contains 24885 members 
Mstep: Class 21 contains 43406 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27510 members 
Mstep: Class 24 contains 28825 members 
Mstep: Class 25 contains 33543 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32081 members 
Mstep: Class 28 contains 19002 members 
Mstep: Class 29 contains 28358 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27415 members 
Mstep: Class 33 contains 24145 members 
Mstep: Class 34 contains 24347 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26586 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20336 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29503 members 
Mstep: Class 41 contains 24721 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21512 members 
Mstep: Class 44 contains 29272 members 
Mstep: Class 45 contains 29689 members 
Mstep: Class 46 contains 24852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467552.000000 Penalty: 156710.000000
Iteration 465Q: 47 clusters Score -1.774676e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 31904 members 
Mstep: Class 4 contains 23857 members 
Mstep: Class 5 contains 28452 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 25073 members 
Mstep: Class 9 contains 34266 members 
Mstep: Class 10 contains 27103 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29169 members 
Mstep: Class 13 contains 20619 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9931 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 33670 members 
Mstep: Class 19 contains 28629 members 
Mstep: Class 20 contains 24855 members 
Mstep: Class 21 contains 43405 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27501 members 
Mstep: Class 24 contains 28914 members 
Mstep: Class 25 contains 33521 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32085 members 
Mstep: Class 28 contains 18896 members 
Mstep: Class 29 contains 28348 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27393 members 
Mstep: Class 33 contains 24131 members 
Mstep: Class 34 contains 24330 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26573 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20308 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29503 members 
Mstep: Class 41 contains 24701 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21432 members 
Mstep: Class 44 contains 29265 members 
Mstep: Class 45 contains 29648 members 
Mstep: Class 46 contains 25017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467392.000000 Penalty: 156710.000000
Iteration 466Q: 47 clusters Score -1.774674e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 31911 members 
Mstep: Class 4 contains 23848 members 
Mstep: Class 5 contains 28461 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 15221 members 
Mstep: Class 8 contains 25029 members 
Mstep: Class 9 contains 34251 members 
Mstep: Class 10 contains 27520 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29189 members 
Mstep: Class 13 contains 20682 members 
Mstep: Class 14 contains 35189 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9924 members 
Mstep: Class 17 contains 1147 members 
Mstep: Class 18 contains 33598 members 
Mstep: Class 19 contains 28562 members 
Mstep: Class 20 contains 24820 members 
Mstep: Class 21 contains 43398 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27464 members 
Mstep: Class 24 contains 29037 members 
Mstep: Class 25 contains 33494 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32064 members 
Mstep: Class 28 contains 18768 members 
Mstep: Class 29 contains 28326 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27378 members 
Mstep: Class 33 contains 24111 members 
Mstep: Class 34 contains 24293 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26558 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20281 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29492 members 
Mstep: Class 41 contains 24690 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21348 members 
Mstep: Class 44 contains 29281 members 
Mstep: Class 45 contains 29617 members 
Mstep: Class 46 contains 25181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467600.000000 Penalty: 156710.000000
Iteration 467Q: 47 clusters Score -1.774676e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 31938 members 
Mstep: Class 4 contains 23831 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15218 members 
Mstep: Class 8 contains 24978 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 27936 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29196 members 
Mstep: Class 13 contains 20730 members 
Mstep: Class 14 contains 35140 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 1149 members 
Mstep: Class 18 contains 33530 members 
Mstep: Class 19 contains 28505 members 
Mstep: Class 20 contains 24792 members 
Mstep: Class 21 contains 43394 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27443 members 
Mstep: Class 24 contains 29109 members 
Mstep: Class 25 contains 33494 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32037 members 
Mstep: Class 28 contains 18601 members 
Mstep: Class 29 contains 28288 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27371 members 
Mstep: Class 33 contains 24081 members 
Mstep: Class 34 contains 24289 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26552 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20251 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29474 members 
Mstep: Class 41 contains 24675 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21287 members 
Mstep: Class 44 contains 29269 members 
Mstep: Class 45 contains 29581 members 
Mstep: Class 46 contains 25346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467984.000000 Penalty: 156710.000000
Iteration 468Q: 47 clusters Score -1.77468e+08 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 23825 members 
Mstep: Class 5 contains 28483 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15206 members 
Mstep: Class 8 contains 24940 members 
Mstep: Class 9 contains 34245 members 
Mstep: Class 10 contains 28326 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29211 members 
Mstep: Class 13 contains 20783 members 
Mstep: Class 14 contains 35101 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 33451 members 
Mstep: Class 19 contains 28445 members 
Mstep: Class 20 contains 24765 members 
Mstep: Class 21 contains 43420 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27417 members 
Mstep: Class 24 contains 29129 members 
Mstep: Class 25 contains 33465 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32032 members 
Mstep: Class 28 contains 18526 members 
Mstep: Class 29 contains 28245 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27366 members 
Mstep: Class 33 contains 24039 members 
Mstep: Class 34 contains 24282 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26541 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20198 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29471 members 
Mstep: Class 41 contains 24654 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21259 members 
Mstep: Class 44 contains 29250 members 
Mstep: Class 45 contains 29557 members 
Mstep: Class 46 contains 25499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467632.000000 Penalty: 156710.000000
Iteration 469Q: 47 clusters Score -1.774676e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 31941 members 
Mstep: Class 4 contains 23818 members 
Mstep: Class 5 contains 28507 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15203 members 
Mstep: Class 8 contains 24895 members 
Mstep: Class 9 contains 34239 members 
Mstep: Class 10 contains 28726 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29218 members 
Mstep: Class 13 contains 20842 members 
Mstep: Class 14 contains 35073 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 33396 members 
Mstep: Class 19 contains 28414 members 
Mstep: Class 20 contains 24733 members 
Mstep: Class 21 contains 43438 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27378 members 
Mstep: Class 24 contains 29119 members 
Mstep: Class 25 contains 33441 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31995 members 
Mstep: Class 28 contains 18511 members 
Mstep: Class 29 contains 28236 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27339 members 
Mstep: Class 33 contains 24011 members 
Mstep: Class 34 contains 24276 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26538 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20125 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29474 members 
Mstep: Class 41 contains 24627 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21265 members 
Mstep: Class 44 contains 29222 members 
Mstep: Class 45 contains 29520 members 
Mstep: Class 46 contains 25600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467712.000000 Penalty: 156710.000000
Iteration 470Q: 47 clusters Score -1.774677e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 31903 members 
Mstep: Class 4 contains 23809 members 
Mstep: Class 5 contains 28515 members 
Mstep: Class 6 contains 3919 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 34244 members 
Mstep: Class 10 contains 29120 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29230 members 
Mstep: Class 13 contains 20897 members 
Mstep: Class 14 contains 35039 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9912 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 33339 members 
Mstep: Class 19 contains 28360 members 
Mstep: Class 20 contains 24677 members 
Mstep: Class 21 contains 43470 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27339 members 
Mstep: Class 24 contains 29071 members 
Mstep: Class 25 contains 33446 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31996 members 
Mstep: Class 28 contains 18476 members 
Mstep: Class 29 contains 28229 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27308 members 
Mstep: Class 33 contains 23978 members 
Mstep: Class 34 contains 24278 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26566 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20055 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29479 members 
Mstep: Class 41 contains 24611 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21277 members 
Mstep: Class 44 contains 29195 members 
Mstep: Class 45 contains 29514 members 
Mstep: Class 46 contains 25686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467872.000000 Penalty: 156710.000000
Iteration 471Q: 47 clusters Score -1.774679e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 31883 members 
Mstep: Class 4 contains 23807 members 
Mstep: Class 5 contains 28505 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15213 members 
Mstep: Class 8 contains 24817 members 
Mstep: Class 9 contains 34253 members 
Mstep: Class 10 contains 29562 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29246 members 
Mstep: Class 13 contains 20942 members 
Mstep: Class 14 contains 34982 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9904 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 33256 members 
Mstep: Class 19 contains 28320 members 
Mstep: Class 20 contains 24629 members 
Mstep: Class 21 contains 43505 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27300 members 
Mstep: Class 24 contains 29022 members 
Mstep: Class 25 contains 33429 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31986 members 
Mstep: Class 28 contains 18440 members 
Mstep: Class 29 contains 28215 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27291 members 
Mstep: Class 33 contains 23954 members 
Mstep: Class 34 contains 24268 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26580 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 20003 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29483 members 
Mstep: Class 41 contains 24571 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21298 members 
Mstep: Class 44 contains 29189 members 
Mstep: Class 45 contains 29481 members 
Mstep: Class 46 contains 25793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467200.000000 Penalty: 156710.000000
Iteration 472Q: 47 clusters Score -1.774672e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 31876 members 
Mstep: Class 4 contains 23814 members 
Mstep: Class 5 contains 28509 members 
Mstep: Class 6 contains 3918 members 
Mstep: Class 7 contains 15207 members 
Mstep: Class 8 contains 24738 members 
Mstep: Class 9 contains 34242 members 
Mstep: Class 10 contains 30009 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29265 members 
Mstep: Class 13 contains 20955 members 
Mstep: Class 14 contains 34948 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 33172 members 
Mstep: Class 19 contains 28238 members 
Mstep: Class 20 contains 24573 members 
Mstep: Class 21 contains 43521 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27261 members 
Mstep: Class 24 contains 28987 members 
Mstep: Class 25 contains 33415 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31971 members 
Mstep: Class 28 contains 18389 members 
Mstep: Class 29 contains 28176 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27267 members 
Mstep: Class 33 contains 23924 members 
Mstep: Class 34 contains 24285 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26632 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19946 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29495 members 
Mstep: Class 41 contains 24548 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21340 members 
Mstep: Class 44 contains 29178 members 
Mstep: Class 45 contains 29476 members 
Mstep: Class 46 contains 25900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467088.000000 Penalty: 156710.000000
Iteration 473Q: 47 clusters Score -1.774671e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 31893 members 
Mstep: Class 4 contains 23801 members 
Mstep: Class 5 contains 28484 members 
Mstep: Class 6 contains 3915 members 
Mstep: Class 7 contains 15201 members 
Mstep: Class 8 contains 24688 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 30437 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29268 members 
Mstep: Class 13 contains 20937 members 
Mstep: Class 14 contains 34916 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9909 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 28182 members 
Mstep: Class 20 contains 24495 members 
Mstep: Class 21 contains 43541 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27193 members 
Mstep: Class 24 contains 28905 members 
Mstep: Class 25 contains 33401 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31937 members 
Mstep: Class 28 contains 18359 members 
Mstep: Class 29 contains 28162 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27242 members 
Mstep: Class 33 contains 23897 members 
Mstep: Class 34 contains 24315 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26648 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19927 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29510 members 
Mstep: Class 41 contains 24541 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21419 members 
Mstep: Class 44 contains 29201 members 
Mstep: Class 45 contains 29451 members 
Mstep: Class 46 contains 25973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467424.000000 Penalty: 156710.000000
Iteration 474Q: 47 clusters Score -1.774674e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 31923 members 
Mstep: Class 4 contains 23789 members 
Mstep: Class 5 contains 28468 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 15191 members 
Mstep: Class 8 contains 24659 members 
Mstep: Class 9 contains 34253 members 
Mstep: Class 10 contains 30757 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29250 members 
Mstep: Class 13 contains 20961 members 
Mstep: Class 14 contains 34904 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 1153 members 
Mstep: Class 18 contains 33080 members 
Mstep: Class 19 contains 28153 members 
Mstep: Class 20 contains 24409 members 
Mstep: Class 21 contains 43573 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27152 members 
Mstep: Class 24 contains 28816 members 
Mstep: Class 25 contains 33410 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31940 members 
Mstep: Class 28 contains 18342 members 
Mstep: Class 29 contains 28134 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27209 members 
Mstep: Class 33 contains 23852 members 
Mstep: Class 34 contains 24315 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26661 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19905 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29503 members 
Mstep: Class 41 contains 24542 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21493 members 
Mstep: Class 44 contains 29210 members 
Mstep: Class 45 contains 29423 members 
Mstep: Class 46 contains 26021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467648.000000 Penalty: 156710.000000
Iteration 475Q: 47 clusters Score -1.774676e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 31919 members 
Mstep: Class 4 contains 23792 members 
Mstep: Class 5 contains 28447 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 15170 members 
Mstep: Class 8 contains 24642 members 
Mstep: Class 9 contains 34273 members 
Mstep: Class 10 contains 31047 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29245 members 
Mstep: Class 13 contains 20957 members 
Mstep: Class 14 contains 34880 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9901 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 33041 members 
Mstep: Class 19 contains 28105 members 
Mstep: Class 20 contains 24337 members 
Mstep: Class 21 contains 43623 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27129 members 
Mstep: Class 24 contains 28770 members 
Mstep: Class 25 contains 33426 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31932 members 
Mstep: Class 28 contains 18351 members 
Mstep: Class 29 contains 28080 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27188 members 
Mstep: Class 33 contains 23810 members 
Mstep: Class 34 contains 24332 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26677 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19862 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29478 members 
Mstep: Class 41 contains 24558 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21568 members 
Mstep: Class 44 contains 29241 members 
Mstep: Class 45 contains 29429 members 
Mstep: Class 46 contains 26000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467216.000000 Penalty: 156710.000000
Iteration 476Q: 47 clusters Score -1.774672e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 31921 members 
Mstep: Class 4 contains 23800 members 
Mstep: Class 5 contains 28426 members 
Mstep: Class 6 contains 3924 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 24635 members 
Mstep: Class 9 contains 34268 members 
Mstep: Class 10 contains 31299 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29239 members 
Mstep: Class 13 contains 20953 members 
Mstep: Class 14 contains 34869 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9893 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 33006 members 
Mstep: Class 19 contains 28078 members 
Mstep: Class 20 contains 24282 members 
Mstep: Class 21 contains 43669 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27101 members 
Mstep: Class 24 contains 28698 members 
Mstep: Class 25 contains 33432 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31921 members 
Mstep: Class 28 contains 18377 members 
Mstep: Class 29 contains 28038 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27169 members 
Mstep: Class 33 contains 23769 members 
Mstep: Class 34 contains 24334 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26689 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19799 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29464 members 
Mstep: Class 41 contains 24564 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21648 members 
Mstep: Class 44 contains 29261 members 
Mstep: Class 45 contains 29437 members 
Mstep: Class 46 contains 25998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467088.000000 Penalty: 156710.000000
Iteration 477Q: 47 clusters Score -1.774671e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 28386 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 15168 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 34273 members 
Mstep: Class 10 contains 31526 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29222 members 
Mstep: Class 13 contains 20910 members 
Mstep: Class 14 contains 34850 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9882 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 32948 members 
Mstep: Class 19 contains 28069 members 
Mstep: Class 20 contains 24207 members 
Mstep: Class 21 contains 43707 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 28630 members 
Mstep: Class 25 contains 33452 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31942 members 
Mstep: Class 28 contains 18410 members 
Mstep: Class 29 contains 28010 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1689 members 
Mstep: Class 32 contains 27154 members 
Mstep: Class 33 contains 23728 members 
Mstep: Class 34 contains 24347 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26702 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19742 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29476 members 
Mstep: Class 41 contains 24576 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21718 members 
Mstep: Class 44 contains 29275 members 
Mstep: Class 45 contains 29432 members 
Mstep: Class 46 contains 25999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467552.000000 Penalty: 156710.000000
Iteration 478Q: 47 clusters Score -1.774676e+08 nChanged 3311
Entering ConstructFrom: 
Score: -177467552.000000 Penalty: 156710.000000
Entering ConstructFrom: 
Trying to split cluster 1 (46319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Entering Unmasked Estep 
Score: -8857391.000000 Penalty: 2664.340088
	Iteration 0F: 2 clusters Score -8857391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8828003.000000 Penalty: 5328.680176
	Iteration 0F: 3 clusters Score -8828003 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -8839885.000000 Penalty: 5328.680176
	Iteration 1F: 3 clusters Score -8839885 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8840493.000000 Penalty: 5328.680176
	Iteration 2Q: 3 clusters Score -8840493 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -8841194.000000 Penalty: 5328.680176
	Iteration 3Q: 3 clusters Score -8841194 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8842145.000000 Penalty: 5328.680176
	Iteration 4Q: 3 clusters Score -8842145 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -8843466.000000 Penalty: 5328.680176
	Iteration 5F: 3 clusters Score -8843466 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -8845285.000000 Penalty: 5328.680176
	Iteration 6F: 3 clusters Score -8845285 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -8847365.000000 Penalty: 5328.680176
	Iteration 7F: 3 clusters Score -8847365 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8849723.000000 Penalty: 5328.680176
	Iteration 8F: 3 clusters Score -8849723 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -8851538.000000 Penalty: 5328.680176
	Iteration 9Q: 3 clusters Score -8851538 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8852733.000000 Penalty: 5328.680176
	Iteration 10Q: 3 clusters Score -8852733 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8853521.000000 Penalty: 5328.680176
	Iteration 11Q: 3 clusters Score -8853521 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8854032.000000 Penalty: 5328.680176
	Iteration 12Q: 3 clusters Score -8854032 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8854397.000000 Penalty: 5328.680176
	Iteration 13Q: 3 clusters Score -8854397 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8854636.000000 Penalty: 5328.680176
	Iteration 14Q: 3 clusters Score -8854636 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8854902.000000 Penalty: 5328.680176
	Iteration 15Q: 3 clusters Score -8854902 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8855074.000000 Penalty: 5328.680176
	Iteration 16Q: 3 clusters Score -8855074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8855212.000000 Penalty: 5328.680176
	Iteration 17Q: 3 clusters Score -8855212 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8855297.000000 Penalty: 5328.680176
	Iteration 18Q: 3 clusters Score -8855297 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8855312.000000 Penalty: 5328.680176
	Iteration 19Q: 3 clusters Score -8855312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8855369.000000 Penalty: 5328.680176
	Iteration 20F: 3 clusters Score -8855369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8855400.000000 Penalty: 5328.680176
	Iteration 21Q: 3 clusters Score -8855400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8855422.000000 Penalty: 5328.680176
	Iteration 22Q: 3 clusters Score -8855422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8855466.000000 Penalty: 5328.680176
	Iteration 23Q: 3 clusters Score -8855466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8855466.000000 Penalty: 5328.680176
	Iteration 24Q: 3 clusters Score -8855466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8855466.000000 Penalty: 5328.680176
	Iteration 25Q: 3 clusters Score -8855466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8855488.000000 Penalty: 5328.680176
	Iteration 26Q: 3 clusters Score -8855488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8855507.000000 Penalty: 5328.680176
	Iteration 27Q: 3 clusters Score -8855507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8855518.000000 Penalty: 5328.680176
	Iteration 28Q: 3 clusters Score -8855518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8855523.000000 Penalty: 5328.680176
	Iteration 29Q: 3 clusters Score -8855523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8855536.000000 Penalty: 5328.680176
	Iteration 30Q: 3 clusters Score -8855536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8855527.000000 Penalty: 5328.680176
	Iteration 31Q: 3 clusters Score -8855527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8855543.000000 Penalty: 5328.680176
	Iteration 32Q: 3 clusters Score -8855543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8855549.000000 Penalty: 5328.680176
	Iteration 33Q: 3 clusters Score -8855549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8855552.000000 Penalty: 5328.680176
	Iteration 34Q: 3 clusters Score -8855552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8855543.000000 Penalty: 5328.680176
	Iteration 35Q: 3 clusters Score -8855543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8855552.000000 Penalty: 5328.680176
	Iteration 36Q: 3 clusters Score -8855552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8855551.000000 Penalty: 5328.680176
	Iteration 37Q: 3 clusters Score -8855551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8855556.000000 Penalty: 5328.680176
	Iteration 38Q: 3 clusters Score -8855556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8855556.000000 Penalty: 5328.680176
	Iteration 39Q: 3 clusters Score -8855556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8855556.000000 Penalty: 5328.680176
	Iteration 40F: 3 clusters Score -8855556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8855556.000000 Penalty: 5328.680176
	Iteration 41Q: 3 clusters Score -8855556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8855558.000000 Penalty: 5328.680176
	Iteration 42Q: 3 clusters Score -8855558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8855561.000000 Penalty: 5328.680176
	Iteration 43Q: 3 clusters Score -8855561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8855558.000000 Penalty: 5328.680176
	Iteration 44Q: 3 clusters Score -8855558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8855553.000000 Penalty: 5328.680176
	Iteration 45Q: 3 clusters Score -8855553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8855555.000000 Penalty: 5328.680176
	Iteration 46Q: 3 clusters Score -8855555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8855555.000000 Penalty: 5328.680176
	Iteration 47F: 3 clusters Score -8855555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -214402.000000 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -214402 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 624 members 
Entering Unmasked Estep 
Score: -212367.546875 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -212367.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -212855.687500 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -212855.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -213047.078125 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -213047.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213140.015625 Penalty: 3520.384277
	Iteration 3Q: 3 clusters Score -213140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -213202.390625 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -213202.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -213256.234375 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -213256.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -213306.421875 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -213306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -213344.562500 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -213344.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -213365.765625 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -213365.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -213383.843750 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -213383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -213403.578125 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -213403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -213428.343750 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -213428.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -213456.265625 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -213456.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -213479.093750 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -213479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -213497.734375 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -213497.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -213516.218750 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -213516.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -213526.500000 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -213526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -213532.468750 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -213532.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -213552.515625 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -213552.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -213563.406250 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -213563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -213580.140625 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -213580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -213598.859375 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -213598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -213619.296875 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -213619.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -213646.500000 Penalty: 3520.384277
	Iteration 23Q: 3 clusters Score -213646.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -213669.843750 Penalty: 3520.384277
	Iteration 24Q: 3 clusters Score -213669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -213687.468750 Penalty: 3520.384277
	Iteration 25Q: 3 clusters Score -213687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -213703.984375 Penalty: 3520.384277
	Iteration 26Q: 3 clusters Score -213704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -213717.078125 Penalty: 3520.384277
	Iteration 27Q: 3 clusters Score -213717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -213730.250000 Penalty: 3520.384277
	Iteration 28Q: 3 clusters Score -213730.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -213742.093750 Penalty: 3520.384277
	Iteration 29Q: 3 clusters Score -213742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -213753.234375 Penalty: 3520.384277
	Iteration 30Q: 3 clusters Score -213753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -213755.171875 Penalty: 3520.384277
	Iteration 31Q: 3 clusters Score -213755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -213759.312500 Penalty: 3520.384277
	Iteration 32Q: 3 clusters Score -213759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -213761.250000 Penalty: 3520.384277
	Iteration 33Q: 3 clusters Score -213761.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -213765.468750 Penalty: 3520.384277
	Iteration 34Q: 3 clusters Score -213765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -213773.359375 Penalty: 3520.384277
	Iteration 35Q: 3 clusters Score -213773.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -213786.687500 Penalty: 3520.384277
	Iteration 36Q: 3 clusters Score -213786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -213790.765625 Penalty: 3520.384277
	Iteration 37Q: 3 clusters Score -213790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -213794.015625 Penalty: 3520.384277
	Iteration 38Q: 3 clusters Score -213794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -213798.171875 Penalty: 3520.384277
	Iteration 39Q: 3 clusters Score -213798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -213804.562500 Penalty: 3520.384277
	Iteration 40F: 3 clusters Score -213804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -213805.906250 Penalty: 3520.384277
	Iteration 41Q: 3 clusters Score -213805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -213806.453125 Penalty: 3520.384277
	Iteration 42Q: 3 clusters Score -213806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -213806.453125 Penalty: 3520.384277
	Iteration 43F: 3 clusters Score -213806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Entering Unmasked Estep 
Score: -6144593.000000 Penalty: 2571.709473
	Iteration 0F: 2 clusters Score -6144593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -6124946.500000 Penalty: 5143.418945
	Iteration 0F: 3 clusters Score -6124946 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6132808.000000 Penalty: 5143.418945
	Iteration 1F: 3 clusters Score -6132808 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -6133283.000000 Penalty: 5143.418945
	Iteration 2Q: 3 clusters Score -6133283 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -6133717.000000 Penalty: 5143.418945
	Iteration 3Q: 3 clusters Score -6133717 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -6134118.500000 Penalty: 5143.418945
	Iteration 4Q: 3 clusters Score -6134118 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6134574.500000 Penalty: 5143.418945
	Iteration 5Q: 3 clusters Score -6134574 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6135238.000000 Penalty: 5143.418945
	Iteration 6Q: 3 clusters Score -6135238 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -6136111.500000 Penalty: 5143.418945
	Iteration 7F: 3 clusters Score -6136112 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6137725.500000 Penalty: 5143.418945
	Iteration 8F: 3 clusters Score -6137726 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -6139421.000000 Penalty: 5143.418945
	Iteration 9F: 3 clusters Score -6139421 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -6140805.000000 Penalty: 5143.418945
	Iteration 10F: 3 clusters Score -6140805 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -6141576.500000 Penalty: 5143.418945
	Iteration 11Q: 3 clusters Score -6141576 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -6141915.000000 Penalty: 5143.418945
	Iteration 12Q: 3 clusters Score -6141915 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -6142066.500000 Penalty: 5143.418945
	Iteration 13Q: 3 clusters Score -6142066 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -6142160.000000 Penalty: 5143.418945
	Iteration 14Q: 3 clusters Score -6142160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -6142232.000000 Penalty: 5143.418945
	Iteration 15Q: 3 clusters Score -6142232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -6142290.000000 Penalty: 5143.418945
	Iteration 16Q: 3 clusters Score -6142290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6142315.000000 Penalty: 5143.418945
	Iteration 17Q: 3 clusters Score -6142315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -6142334.500000 Penalty: 5143.418945
	Iteration 18Q: 3 clusters Score -6142334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -6142349.500000 Penalty: 5143.418945
	Iteration 19Q: 3 clusters Score -6142350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6142356.000000 Penalty: 5143.418945
	Iteration 20F: 3 clusters Score -6142356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -6142357.000000 Penalty: 5143.418945
	Iteration 21Q: 3 clusters Score -6142357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6142362.000000 Penalty: 5143.418945
	Iteration 22Q: 3 clusters Score -6142362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -6142361.000000 Penalty: 5143.418945
	Iteration 23Q: 3 clusters Score -6142361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6142362.000000 Penalty: 5143.418945
	Iteration 24Q: 3 clusters Score -6142362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6142370.000000 Penalty: 5143.418945
	Iteration 25Q: 3 clusters Score -6142370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -6142372.500000 Penalty: 5143.418945
	Iteration 26Q: 3 clusters Score -6142372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6142379.500000 Penalty: 5143.418945
	Iteration 27Q: 3 clusters Score -6142380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6142376.500000 Penalty: 5143.418945
	Iteration 28Q: 3 clusters Score -6142376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6142379.000000 Penalty: 5143.418945
	Iteration 29Q: 3 clusters Score -6142379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6142379.000000 Penalty: 5143.418945
	Iteration 30F: 3 clusters Score -6142379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Entering Unmasked Estep 
Score: -4905565.500000 Penalty: 2499.195068
	Iteration 0F: 2 clusters Score -4905566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4891370.500000 Penalty: 4998.390137
	Iteration 0F: 3 clusters Score -4891370 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4897035.500000 Penalty: 4998.390137
	Iteration 1F: 3 clusters Score -4897036 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4897407.500000 Penalty: 4998.390137
	Iteration 2F: 3 clusters Score -4897408 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4897699.000000 Penalty: 4998.390137
	Iteration 3Q: 3 clusters Score -4897699 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4897930.000000 Penalty: 4998.390137
	Iteration 4Q: 3 clusters Score -4897930 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4898112.500000 Penalty: 4998.390137
	Iteration 5Q: 3 clusters Score -4898112 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -4898322.500000 Penalty: 4998.390137
	Iteration 6Q: 3 clusters Score -4898322 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -4898505.500000 Penalty: 4998.390137
	Iteration 7Q: 3 clusters Score -4898506 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4898707.000000 Penalty: 4998.390137
	Iteration 8Q: 3 clusters Score -4898707 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -4898940.500000 Penalty: 4998.390137
	Iteration 9Q: 3 clusters Score -4898940 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4899244.000000 Penalty: 4998.390137
	Iteration 10Q: 3 clusters Score -4899244 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4899647.500000 Penalty: 4998.390137
	Iteration 11Q: 3 clusters Score -4899648 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -4900150.500000 Penalty: 4998.390137
	Iteration 12Q: 3 clusters Score -4900150 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4900713.000000 Penalty: 4998.390137
	Iteration 13Q: 3 clusters Score -4900713 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4901317.000000 Penalty: 4998.390137
	Iteration 14F: 3 clusters Score -4901317 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -4901841.500000 Penalty: 4998.390137
	Iteration 15Q: 3 clusters Score -4901842 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -4902324.000000 Penalty: 4998.390137
	Iteration 16Q: 3 clusters Score -4902324 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4902649.500000 Penalty: 4998.390137
	Iteration 17Q: 3 clusters Score -4902650 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4902901.000000 Penalty: 4998.390137
	Iteration 18Q: 3 clusters Score -4902901 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4903103.500000 Penalty: 4998.390137
	Iteration 19Q: 3 clusters Score -4903104 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4903221.000000 Penalty: 4998.390137
	Iteration 20F: 3 clusters Score -4903221 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -4903323.500000 Penalty: 4998.390137
	Iteration 21Q: 3 clusters Score -4903324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4903431.000000 Penalty: 4998.390137
	Iteration 22Q: 3 clusters Score -4903431 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4903548.000000 Penalty: 4998.390137
	Iteration 23Q: 3 clusters Score -4903548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4903637.000000 Penalty: 4998.390137
	Iteration 24Q: 3 clusters Score -4903637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4903684.500000 Penalty: 4998.390137
	Iteration 25Q: 3 clusters Score -4903684 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4903742.500000 Penalty: 4998.390137
	Iteration 26Q: 3 clusters Score -4903742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4903767.000000 Penalty: 4998.390137
	Iteration 27Q: 3 clusters Score -4903767 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4903801.000000 Penalty: 4998.390137
	Iteration 28Q: 3 clusters Score -4903801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4903801.000000 Penalty: 4998.390137
	Iteration 29Q: 3 clusters Score -4903801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4903805.000000 Penalty: 4998.390137
	Iteration 30Q: 3 clusters Score -4903805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4903804.000000 Penalty: 4998.390137
	Iteration 31Q: 3 clusters Score -4903804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4903821.000000 Penalty: 4998.390137
	Iteration 32Q: 3 clusters Score -4903821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -4903837.500000 Penalty: 4998.390137
	Iteration 33Q: 3 clusters Score -4903838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4903853.500000 Penalty: 4998.390137
	Iteration 34Q: 3 clusters Score -4903854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4903850.500000 Penalty: 4998.390137
	Iteration 35Q: 3 clusters Score -4903850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4903859.500000 Penalty: 4998.390137
	Iteration 36Q: 3 clusters Score -4903860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4903853.500000 Penalty: 4998.390137
	Iteration 37Q: 3 clusters Score -4903854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4903855.000000 Penalty: 4998.390137
	Iteration 38Q: 3 clusters Score -4903855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4903859.500000 Penalty: 4998.390137
	Iteration 39Q: 3 clusters Score -4903860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -4903860.500000 Penalty: 4998.390137
	Iteration 40F: 3 clusters Score -4903860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4903866.500000 Penalty: 4998.390137
	Iteration 41Q: 3 clusters Score -4903866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4903882.500000 Penalty: 4998.390137
	Iteration 42Q: 3 clusters Score -4903882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4903880.000000 Penalty: 4998.390137
	Iteration 43Q: 3 clusters Score -4903880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4903878.000000 Penalty: 4998.390137
	Iteration 44Q: 3 clusters Score -4903878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -4903884.000000 Penalty: 4998.390137
	Iteration 45Q: 3 clusters Score -4903884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4903888.500000 Penalty: 4998.390137
	Iteration 46Q: 3 clusters Score -4903888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4903897.000000 Penalty: 4998.390137
	Iteration 47Q: 3 clusters Score -4903897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -4903899.500000 Penalty: 4998.390137
	Iteration 48Q: 3 clusters Score -4903900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4903901.500000 Penalty: 4998.390137
	Iteration 49Q: 3 clusters Score -4903902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4903898.000000 Penalty: 4998.390137
	Iteration 50Q: 3 clusters Score -4903898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -4903903.500000 Penalty: 4998.390137
	Iteration 51Q: 3 clusters Score -4903904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4903909.000000 Penalty: 4998.390137
	Iteration 52Q: 3 clusters Score -4903909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4903916.000000 Penalty: 4998.390137
	Iteration 53Q: 3 clusters Score -4903916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4903912.500000 Penalty: 4998.390137
	Iteration 54Q: 3 clusters Score -4903912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -4903911.500000 Penalty: 4998.390137
	Iteration 55Q: 3 clusters Score -4903912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4903911.500000 Penalty: 4998.390137
	Iteration 56Q: 3 clusters Score -4903912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4903915.000000 Penalty: 4998.390137
	Iteration 57Q: 3 clusters Score -4903915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4903911.500000 Penalty: 4998.390137
	Iteration 58Q: 3 clusters Score -4903912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -4903912.500000 Penalty: 4998.390137
	Iteration 59Q: 3 clusters Score -4903912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4903911.000000 Penalty: 4998.390137
	Iteration 60F: 3 clusters Score -4903911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4903911.500000 Penalty: 4998.390137
	Iteration 61Q: 3 clusters Score -4903912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4903913.500000 Penalty: 4998.390137
	Iteration 62Q: 3 clusters Score -4903914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -4903913.000000 Penalty: 4998.390137
	Iteration 63Q: 3 clusters Score -4903913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -4903921.000000 Penalty: 4998.390137
	Iteration 64Q: 3 clusters Score -4903921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4903929.500000 Penalty: 4998.390137
	Iteration 65Q: 3 clusters Score -4903930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4903935.500000 Penalty: 4998.390137
	Iteration 66Q: 3 clusters Score -4903936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4903938.000000 Penalty: 4998.390137
	Iteration 67Q: 3 clusters Score -4903938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -4903927.000000 Penalty: 4998.390137
	Iteration 68Q: 3 clusters Score -4903927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4903932.000000 Penalty: 4998.390137
	Iteration 69Q: 3 clusters Score -4903932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4903923.500000 Penalty: 4998.390137
	Iteration 70Q: 3 clusters Score -4903924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -4903928.000000 Penalty: 4998.390137
	Iteration 71Q: 3 clusters Score -4903928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4903925.000000 Penalty: 4998.390137
	Iteration 72Q: 3 clusters Score -4903925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4903932.000000 Penalty: 4998.390137
	Iteration 73Q: 3 clusters Score -4903932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4903937.000000 Penalty: 4998.390137
	Iteration 74Q: 3 clusters Score -4903937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4903932.500000 Penalty: 4998.390137
	Iteration 75Q: 3 clusters Score -4903932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4903934.500000 Penalty: 4998.390137
	Iteration 76Q: 3 clusters Score -4903934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4903933.500000 Penalty: 4998.390137
	Iteration 77Q: 3 clusters Score -4903934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -4903936.000000 Penalty: 4998.390137
	Iteration 78Q: 3 clusters Score -4903936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -4903943.000000 Penalty: 4998.390137
	Iteration 79Q: 3 clusters Score -4903943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4903937.500000 Penalty: 4998.390137
	Iteration 80F: 3 clusters Score -4903938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4903937.500000 Penalty: 4998.390137
	Iteration 81Q: 3 clusters Score -4903938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -4903945.500000 Penalty: 4998.390137
	Iteration 82Q: 3 clusters Score -4903946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4903943.000000 Penalty: 4998.390137
	Iteration 83Q: 3 clusters Score -4903943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -4903939.500000 Penalty: 4998.390137
	Iteration 84Q: 3 clusters Score -4903940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -4903937.000000 Penalty: 4998.390137
	Iteration 85Q: 3 clusters Score -4903937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -4903938.500000 Penalty: 4998.390137
	Iteration 86Q: 3 clusters Score -4903938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4903946.000000 Penalty: 4998.390137
	Iteration 87Q: 3 clusters Score -4903946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4903955.000000 Penalty: 4998.390137
	Iteration 88Q: 3 clusters Score -4903955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4903974.500000 Penalty: 4998.390137
	Iteration 89Q: 3 clusters Score -4903974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -4903982.500000 Penalty: 4998.390137
	Iteration 90Q: 3 clusters Score -4903982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -4903975.500000 Penalty: 4998.390137
	Iteration 91Q: 3 clusters Score -4903976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4903960.500000 Penalty: 4998.390137
	Iteration 92Q: 3 clusters Score -4903960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4903964.000000 Penalty: 4998.390137
	Iteration 93Q: 3 clusters Score -4903964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4903978.500000 Penalty: 4998.390137
	Iteration 94Q: 3 clusters Score -4903978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4903971.000000 Penalty: 4998.390137
	Iteration 95Q: 3 clusters Score -4903971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4903996.000000 Penalty: 4998.390137
	Iteration 96Q: 3 clusters Score -4903996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -4904014.500000 Penalty: 4998.390137
	Iteration 97Q: 3 clusters Score -4904014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4904006.000000 Penalty: 4998.390137
	Iteration 98Q: 3 clusters Score -4904006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4904012.500000 Penalty: 4998.390137
	Iteration 99Q: 3 clusters Score -4904012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4904028.000000 Penalty: 4998.390137
	Iteration 100F: 3 clusters Score -4904028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4904039.500000 Penalty: 4998.390137
	Iteration 101Q: 3 clusters Score -4904040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4904058.000000 Penalty: 4998.390137
	Iteration 102Q: 3 clusters Score -4904058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4904059.500000 Penalty: 4998.390137
	Iteration 103Q: 3 clusters Score -4904060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4904075.000000 Penalty: 4998.390137
	Iteration 104Q: 3 clusters Score -4904075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -4904072.500000 Penalty: 4998.390137
	Iteration 105Q: 3 clusters Score -4904072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4904079.000000 Penalty: 4998.390137
	Iteration 106Q: 3 clusters Score -4904079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4904082.000000 Penalty: 4998.390137
	Iteration 107Q: 3 clusters Score -4904082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -4904076.000000 Penalty: 4998.390137
	Iteration 108Q: 3 clusters Score -4904076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4904076.500000 Penalty: 4998.390137
	Iteration 109Q: 3 clusters Score -4904076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4904067.000000 Penalty: 4998.390137
	Iteration 110Q: 3 clusters Score -4904067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -4904071.500000 Penalty: 4998.390137
	Iteration 111Q: 3 clusters Score -4904072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4904075.000000 Penalty: 4998.390137
	Iteration 112Q: 3 clusters Score -4904075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -4904076.500000 Penalty: 4998.390137
	Iteration 113Q: 3 clusters Score -4904076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4904087.500000 Penalty: 4998.390137
	Iteration 114Q: 3 clusters Score -4904088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4904083.500000 Penalty: 4998.390137
	Iteration 115Q: 3 clusters Score -4904084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4904078.500000 Penalty: 4998.390137
	Iteration 116Q: 3 clusters Score -4904078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4904087.000000 Penalty: 4998.390137
	Iteration 117Q: 3 clusters Score -4904087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4904084.500000 Penalty: 4998.390137
	Iteration 118Q: 3 clusters Score -4904084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4904073.000000 Penalty: 4998.390137
	Iteration 119Q: 3 clusters Score -4904073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4904076.000000 Penalty: 4998.390137
	Iteration 120F: 3 clusters Score -4904076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4904067.500000 Penalty: 4998.390137
	Iteration 121Q: 3 clusters Score -4904068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4904071.000000 Penalty: 4998.390137
	Iteration 122Q: 3 clusters Score -4904071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4904071.000000 Penalty: 4998.390137
	Iteration 123F: 3 clusters Score -4904071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Entering Unmasked Estep 
Score: -5530309.500000 Penalty: 2542.590820
	Iteration 0F: 2 clusters Score -5530310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5512149.000000 Penalty: 5085.181641
	Iteration 0F: 3 clusters Score -5512149 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5519184.000000 Penalty: 5085.181641
	Iteration 1F: 3 clusters Score -5519184 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5519686.000000 Penalty: 5085.181641
	Iteration 2F: 3 clusters Score -5519686 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5520120.000000 Penalty: 5085.181641
	Iteration 3Q: 3 clusters Score -5520120 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5520510.000000 Penalty: 5085.181641
	Iteration 4Q: 3 clusters Score -5520510 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5520894.500000 Penalty: 5085.181641
	Iteration 5Q: 3 clusters Score -5520894 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5521305.000000 Penalty: 5085.181641
	Iteration 6Q: 3 clusters Score -5521305 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5521894.000000 Penalty: 5085.181641
	Iteration 7Q: 3 clusters Score -5521894 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -5522694.500000 Penalty: 5085.181641
	Iteration 8Q: 3 clusters Score -5522694 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5523738.000000 Penalty: 5085.181641
	Iteration 9F: 3 clusters Score -5523738 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -5525163.500000 Penalty: 5085.181641
	Iteration 10F: 3 clusters Score -5525164 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5526398.500000 Penalty: 5085.181641
	Iteration 11F: 3 clusters Score -5526398 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -5527044.500000 Penalty: 5085.181641
	Iteration 12Q: 3 clusters Score -5527044 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5527295.000000 Penalty: 5085.181641
	Iteration 13Q: 3 clusters Score -5527295 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -5527423.500000 Penalty: 5085.181641
	Iteration 14Q: 3 clusters Score -5527424 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -5527489.500000 Penalty: 5085.181641
	Iteration 15Q: 3 clusters Score -5527490 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5527547.000000 Penalty: 5085.181641
	Iteration 16Q: 3 clusters Score -5527547 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5527603.000000 Penalty: 5085.181641
	Iteration 17Q: 3 clusters Score -5527603 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -5527624.500000 Penalty: 5085.181641
	Iteration 18Q: 3 clusters Score -5527624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5527659.000000 Penalty: 5085.181641
	Iteration 19Q: 3 clusters Score -5527659 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5527676.000000 Penalty: 5085.181641
	Iteration 20F: 3 clusters Score -5527676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -5527679.500000 Penalty: 5085.181641
	Iteration 21Q: 3 clusters Score -5527680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -5527682.000000 Penalty: 5085.181641
	Iteration 22Q: 3 clusters Score -5527682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5527710.500000 Penalty: 5085.181641
	Iteration 23Q: 3 clusters Score -5527710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -5527718.500000 Penalty: 5085.181641
	Iteration 24Q: 3 clusters Score -5527718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -5527731.000000 Penalty: 5085.181641
	Iteration 25Q: 3 clusters Score -5527731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5527758.000000 Penalty: 5085.181641
	Iteration 26Q: 3 clusters Score -5527758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5527777.500000 Penalty: 5085.181641
	Iteration 27Q: 3 clusters Score -5527778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5527795.500000 Penalty: 5085.181641
	Iteration 28Q: 3 clusters Score -5527796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5527781.500000 Penalty: 5085.181641
	Iteration 29Q: 3 clusters Score -5527782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5527807.000000 Penalty: 5085.181641
	Iteration 30Q: 3 clusters Score -5527807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5527800.000000 Penalty: 5085.181641
	Iteration 31Q: 3 clusters Score -5527800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5527813.000000 Penalty: 5085.181641
	Iteration 32Q: 3 clusters Score -5527813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5527806.500000 Penalty: 5085.181641
	Iteration 33Q: 3 clusters Score -5527806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -5527820.000000 Penalty: 5085.181641
	Iteration 34Q: 3 clusters Score -5527820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -5527805.500000 Penalty: 5085.181641
	Iteration 35Q: 3 clusters Score -5527806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5527822.500000 Penalty: 5085.181641
	Iteration 36Q: 3 clusters Score -5527822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -5527820.500000 Penalty: 5085.181641
	Iteration 37Q: 3 clusters Score -5527820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5527821.000000 Penalty: 5085.181641
	Iteration 38Q: 3 clusters Score -5527821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -5527826.500000 Penalty: 5085.181641
	Iteration 39Q: 3 clusters Score -5527826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -5527826.500000 Penalty: 5085.181641
	Iteration 40F: 3 clusters Score -5527826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -5527829.500000 Penalty: 5085.181641
	Iteration 41Q: 3 clusters Score -5527830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -5527830.000000 Penalty: 5085.181641
	Iteration 42Q: 3 clusters Score -5527830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5527847.500000 Penalty: 5085.181641
	Iteration 43Q: 3 clusters Score -5527848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5527858.500000 Penalty: 5085.181641
	Iteration 44Q: 3 clusters Score -5527858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5527878.000000 Penalty: 5085.181641
	Iteration 45Q: 3 clusters Score -5527878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -5527892.500000 Penalty: 5085.181641
	Iteration 46Q: 3 clusters Score -5527892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5527905.000000 Penalty: 5085.181641
	Iteration 47Q: 3 clusters Score -5527905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5527925.000000 Penalty: 5085.181641
	Iteration 48Q: 3 clusters Score -5527925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5527945.500000 Penalty: 5085.181641
	Iteration 49Q: 3 clusters Score -5527946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5527956.000000 Penalty: 5085.181641
	Iteration 50Q: 3 clusters Score -5527956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5527971.000000 Penalty: 5085.181641
	Iteration 51Q: 3 clusters Score -5527971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -5527974.500000 Penalty: 5085.181641
	Iteration 52Q: 3 clusters Score -5527974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -5527984.500000 Penalty: 5085.181641
	Iteration 53Q: 3 clusters Score -5527984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -5527997.000000 Penalty: 5085.181641
	Iteration 54Q: 3 clusters Score -5527997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5528017.500000 Penalty: 5085.181641
	Iteration 55Q: 3 clusters Score -5528018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5528035.000000 Penalty: 5085.181641
	Iteration 56Q: 3 clusters Score -5528035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5528060.500000 Penalty: 5085.181641
	Iteration 57Q: 3 clusters Score -5528060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -5528101.500000 Penalty: 5085.181641
	Iteration 58Q: 3 clusters Score -5528102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5528095.000000 Penalty: 5085.181641
	Iteration 59Q: 3 clusters Score -5528095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -5528116.500000 Penalty: 5085.181641
	Iteration 60F: 3 clusters Score -5528116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5528139.000000 Penalty: 5085.181641
	Iteration 61Q: 3 clusters Score -5528139 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5528153.000000 Penalty: 5085.181641
	Iteration 62Q: 3 clusters Score -5528153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5528165.000000 Penalty: 5085.181641
	Iteration 63Q: 3 clusters Score -5528165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5528191.000000 Penalty: 5085.181641
	Iteration 64Q: 3 clusters Score -5528191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -5528230.500000 Penalty: 5085.181641
	Iteration 65Q: 3 clusters Score -5528230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -5528273.500000 Penalty: 5085.181641
	Iteration 66Q: 3 clusters Score -5528274 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5528321.500000 Penalty: 5085.181641
	Iteration 67Q: 3 clusters Score -5528322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -5528367.500000 Penalty: 5085.181641
	Iteration 68Q: 3 clusters Score -5528368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5528393.000000 Penalty: 5085.181641
	Iteration 69Q: 3 clusters Score -5528393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5528409.500000 Penalty: 5085.181641
	Iteration 70Q: 3 clusters Score -5528410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -5528456.000000 Penalty: 5085.181641
	Iteration 71Q: 3 clusters Score -5528456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5528515.500000 Penalty: 5085.181641
	Iteration 72Q: 3 clusters Score -5528516 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -5528548.000000 Penalty: 5085.181641
	Iteration 73Q: 3 clusters Score -5528548 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -5528576.500000 Penalty: 5085.181641
	Iteration 74Q: 3 clusters Score -5528576 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5528604.000000 Penalty: 5085.181641
	Iteration 75Q: 3 clusters Score -5528604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -5528637.500000 Penalty: 5085.181641
	Iteration 76Q: 3 clusters Score -5528638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5528662.000000 Penalty: 5085.181641
	Iteration 77Q: 3 clusters Score -5528662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5528687.500000 Penalty: 5085.181641
	Iteration 78Q: 3 clusters Score -5528688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -5528708.500000 Penalty: 5085.181641
	Iteration 79Q: 3 clusters Score -5528708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5528731.500000 Penalty: 5085.181641
	Iteration 80F: 3 clusters Score -5528732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5528756.500000 Penalty: 5085.181641
	Iteration 81Q: 3 clusters Score -5528756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -5528757.500000 Penalty: 5085.181641
	Iteration 82Q: 3 clusters Score -5528758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -5528767.000000 Penalty: 5085.181641
	Iteration 83Q: 3 clusters Score -5528767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -5528763.500000 Penalty: 5085.181641
	Iteration 84Q: 3 clusters Score -5528764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5528755.500000 Penalty: 5085.181641
	Iteration 85Q: 3 clusters Score -5528756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -5528747.000000 Penalty: 5085.181641
	Iteration 86Q: 3 clusters Score -5528747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5528750.500000 Penalty: 5085.181641
	Iteration 87Q: 3 clusters Score -5528750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5528758.000000 Penalty: 5085.181641
	Iteration 88Q: 3 clusters Score -5528758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5528752.500000 Penalty: 5085.181641
	Iteration 89Q: 3 clusters Score -5528752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5528750.500000 Penalty: 5085.181641
	Iteration 90Q: 3 clusters Score -5528750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -5528757.500000 Penalty: 5085.181641
	Iteration 91Q: 3 clusters Score -5528758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5528756.500000 Penalty: 5085.181641
	Iteration 92Q: 3 clusters Score -5528756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5528762.000000 Penalty: 5085.181641
	Iteration 93Q: 3 clusters Score -5528762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -5528766.000000 Penalty: 5085.181641
	Iteration 94Q: 3 clusters Score -5528766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -5528766.500000 Penalty: 5085.181641
	Iteration 95Q: 3 clusters Score -5528766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5528766.500000 Penalty: 5085.181641
	Iteration 96Q: 3 clusters Score -5528766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -5528775.500000 Penalty: 5085.181641
	Iteration 97Q: 3 clusters Score -5528776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5528779.000000 Penalty: 5085.181641
	Iteration 98Q: 3 clusters Score -5528779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5528774.500000 Penalty: 5085.181641
	Iteration 99Q: 3 clusters Score -5528774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5528772.000000 Penalty: 5085.181641
	Iteration 100F: 3 clusters Score -5528772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -5528775.500000 Penalty: 5085.181641
	Iteration 101Q: 3 clusters Score -5528776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5528779.500000 Penalty: 5085.181641
	Iteration 102Q: 3 clusters Score -5528780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -5528785.000000 Penalty: 5085.181641
	Iteration 103Q: 3 clusters Score -5528785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -5528786.500000 Penalty: 5085.181641
	Iteration 104Q: 3 clusters Score -5528786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5528783.000000 Penalty: 5085.181641
	Iteration 105Q: 3 clusters Score -5528783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5528774.000000 Penalty: 5085.181641
	Iteration 106Q: 3 clusters Score -5528774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -5528779.500000 Penalty: 5085.181641
	Iteration 107Q: 3 clusters Score -5528780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -5528777.500000 Penalty: 5085.181641
	Iteration 108Q: 3 clusters Score -5528778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -5528758.500000 Penalty: 5085.181641
	Iteration 109Q: 3 clusters Score -5528758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5528761.500000 Penalty: 5085.181641
	Iteration 110Q: 3 clusters Score -5528762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5528757.500000 Penalty: 5085.181641
	Iteration 111Q: 3 clusters Score -5528758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5528760.000000 Penalty: 5085.181641
	Iteration 112Q: 3 clusters Score -5528760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5528759.000000 Penalty: 5085.181641
	Iteration 113Q: 3 clusters Score -5528759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -5528757.000000 Penalty: 5085.181641
	Iteration 114Q: 3 clusters Score -5528757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -5528752.500000 Penalty: 5085.181641
	Iteration 115Q: 3 clusters Score -5528752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5528752.000000 Penalty: 5085.181641
	Iteration 116Q: 3 clusters Score -5528752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -5528760.500000 Penalty: 5085.181641
	Iteration 117Q: 3 clusters Score -5528760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5528762.500000 Penalty: 5085.181641
	Iteration 118Q: 3 clusters Score -5528762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -5528769.000000 Penalty: 5085.181641
	Iteration 119Q: 3 clusters Score -5528769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5528765.500000 Penalty: 5085.181641
	Iteration 120F: 3 clusters Score -5528766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -5528760.000000 Penalty: 5085.181641
	Iteration 121Q: 3 clusters Score -5528760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5528757.500000 Penalty: 5085.181641
	Iteration 122Q: 3 clusters Score -5528758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -5528759.000000 Penalty: 5085.181641
	Iteration 123Q: 3 clusters Score -5528759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5528753.500000 Penalty: 5085.181641
	Iteration 124Q: 3 clusters Score -5528754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5528758.500000 Penalty: 5085.181641
	Iteration 125Q: 3 clusters Score -5528758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5528759.000000 Penalty: 5085.181641
	Iteration 126Q: 3 clusters Score -5528759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -5528754.500000 Penalty: 5085.181641
	Iteration 127Q: 3 clusters Score -5528754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5528756.000000 Penalty: 5085.181641
	Iteration 128Q: 3 clusters Score -5528756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5528755.000000 Penalty: 5085.181641
	Iteration 129Q: 3 clusters Score -5528755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5528756.000000 Penalty: 5085.181641
	Iteration 130Q: 3 clusters Score -5528756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5528744.000000 Penalty: 5085.181641
	Iteration 131Q: 3 clusters Score -5528744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -5528743.500000 Penalty: 5085.181641
	Iteration 132Q: 3 clusters Score -5528744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5528757.000000 Penalty: 5085.181641
	Iteration 133Q: 3 clusters Score -5528757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -5528749.000000 Penalty: 5085.181641
	Iteration 134Q: 3 clusters Score -5528749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5528755.000000 Penalty: 5085.181641
	Iteration 135Q: 3 clusters Score -5528755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5528743.500000 Penalty: 5085.181641
	Iteration 136Q: 3 clusters Score -5528744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5528739.000000 Penalty: 5085.181641
	Iteration 137Q: 3 clusters Score -5528739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5528743.500000 Penalty: 5085.181641
	Iteration 138Q: 3 clusters Score -5528744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -5528744.500000 Penalty: 5085.181641
	Iteration 139Q: 3 clusters Score -5528744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5528744.500000 Penalty: 5085.181641
	Iteration 140F: 3 clusters Score -5528744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -5528740.000000 Penalty: 5085.181641
	Iteration 141Q: 3 clusters Score -5528740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -5528753.000000 Penalty: 5085.181641
	Iteration 142Q: 3 clusters Score -5528753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5528746.000000 Penalty: 5085.181641
	Iteration 143Q: 3 clusters Score -5528746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -5528744.000000 Penalty: 5085.181641
	Iteration 144Q: 3 clusters Score -5528744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -5528731.500000 Penalty: 5085.181641
	Iteration 145Q: 3 clusters Score -5528732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5528719.000000 Penalty: 5085.181641
	Iteration 146Q: 3 clusters Score -5528719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5528718.500000 Penalty: 5085.181641
	Iteration 147Q: 3 clusters Score -5528718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5528715.500000 Penalty: 5085.181641
	Iteration 148Q: 3 clusters Score -5528716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -5528720.000000 Penalty: 5085.181641
	Iteration 149Q: 3 clusters Score -5528720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5528712.000000 Penalty: 5085.181641
	Iteration 150Q: 3 clusters Score -5528712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5528716.000000 Penalty: 5085.181641
	Iteration 151Q: 3 clusters Score -5528716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -5528714.000000 Penalty: 5085.181641
	Iteration 152Q: 3 clusters Score -5528714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5528717.000000 Penalty: 5085.181641
	Iteration 153Q: 3 clusters Score -5528717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5528712.500000 Penalty: 5085.181641
	Iteration 154Q: 3 clusters Score -5528712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5528722.500000 Penalty: 5085.181641
	Iteration 155Q: 3 clusters Score -5528722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5528725.500000 Penalty: 5085.181641
	Iteration 156Q: 3 clusters Score -5528726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5528715.000000 Penalty: 5085.181641
	Iteration 157Q: 3 clusters Score -5528715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -5528719.000000 Penalty: 5085.181641
	Iteration 158Q: 3 clusters Score -5528719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5528718.000000 Penalty: 5085.181641
	Iteration 159Q: 3 clusters Score -5528718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5528717.500000 Penalty: 5085.181641
	Iteration 160F: 3 clusters Score -5528718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -5528709.500000 Penalty: 5085.181641
	Iteration 161Q: 3 clusters Score -5528710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5528715.500000 Penalty: 5085.181641
	Iteration 162Q: 3 clusters Score -5528716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5528712.000000 Penalty: 5085.181641
	Iteration 163Q: 3 clusters Score -5528712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5528715.500000 Penalty: 5085.181641
	Iteration 164Q: 3 clusters Score -5528716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -5528714.000000 Penalty: 5085.181641
	Iteration 165Q: 3 clusters Score -5528714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5528705.000000 Penalty: 5085.181641
	Iteration 166Q: 3 clusters Score -5528705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -5528703.500000 Penalty: 5085.181641
	Iteration 167Q: 3 clusters Score -5528704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5528704.500000 Penalty: 5085.181641
	Iteration 168Q: 3 clusters Score -5528704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5528701.500000 Penalty: 5085.181641
	Iteration 169Q: 3 clusters Score -5528702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5528700.500000 Penalty: 5085.181641
	Iteration 170Q: 3 clusters Score -5528700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -5528705.500000 Penalty: 5085.181641
	Iteration 171Q: 3 clusters Score -5528706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -5528694.000000 Penalty: 5085.181641
	Iteration 172Q: 3 clusters Score -5528694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -5528692.500000 Penalty: 5085.181641
	Iteration 173Q: 3 clusters Score -5528692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5528694.500000 Penalty: 5085.181641
	Iteration 174Q: 3 clusters Score -5528694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5528696.000000 Penalty: 5085.181641
	Iteration 175Q: 3 clusters Score -5528696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -5528697.000000 Penalty: 5085.181641
	Iteration 176Q: 3 clusters Score -5528697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5528698.000000 Penalty: 5085.181641
	Iteration 177Q: 3 clusters Score -5528698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5528696.500000 Penalty: 5085.181641
	Iteration 178Q: 3 clusters Score -5528696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -5528693.500000 Penalty: 5085.181641
	Iteration 179Q: 3 clusters Score -5528694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -5528697.000000 Penalty: 5085.181641
	Iteration 180F: 3 clusters Score -5528697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -5528693.500000 Penalty: 5085.181641
	Iteration 181Q: 3 clusters Score -5528694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5528691.000000 Penalty: 5085.181641
	Iteration 182Q: 3 clusters Score -5528691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5528684.500000 Penalty: 5085.181641
	Iteration 183Q: 3 clusters Score -5528684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5528684.500000 Penalty: 5085.181641
	Iteration 184F: 3 clusters Score -5528684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -750326.875000 Penalty: 2051.977295
	Iteration 0F: 2 clusters Score -750326.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -746484.250000 Penalty: 4103.954590
	Iteration 0F: 3 clusters Score -746484.2 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -747321.812500 Penalty: 4103.954590
	Iteration 1F: 3 clusters Score -747321.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -747488.375000 Penalty: 4103.954590
	Iteration 2F: 3 clusters Score -747488.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -747582.375000 Penalty: 4103.954590
	Iteration 3Q: 3 clusters Score -747582.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -747642.312500 Penalty: 4103.954590
	Iteration 4Q: 3 clusters Score -747642.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -747679.812500 Penalty: 4103.954590
	Iteration 5Q: 3 clusters Score -747679.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -747714.500000 Penalty: 4103.954590
	Iteration 6Q: 3 clusters Score -747714.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -747735.500000 Penalty: 4103.954590
	Iteration 7Q: 3 clusters Score -747735.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -747758.687500 Penalty: 4103.954590
	Iteration 8Q: 3 clusters Score -747758.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -747774.750000 Penalty: 4103.954590
	Iteration 9Q: 3 clusters Score -747774.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -747787.125000 Penalty: 4103.954590
	Iteration 10Q: 3 clusters Score -747787.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -747803.125000 Penalty: 4103.954590
	Iteration 11Q: 3 clusters Score -747803.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -747819.625000 Penalty: 4103.954590
	Iteration 12Q: 3 clusters Score -747819.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -747833.562500 Penalty: 4103.954590
	Iteration 13Q: 3 clusters Score -747833.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -747851.562500 Penalty: 4103.954590
	Iteration 14Q: 3 clusters Score -747851.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -747864.187500 Penalty: 4103.954590
	Iteration 15Q: 3 clusters Score -747864.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -747877.250000 Penalty: 4103.954590
	Iteration 16Q: 3 clusters Score -747877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -747885.687500 Penalty: 4103.954590
	Iteration 17Q: 3 clusters Score -747885.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -747899.437500 Penalty: 4103.954590
	Iteration 18Q: 3 clusters Score -747899.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -747912.750000 Penalty: 4103.954590
	Iteration 19Q: 3 clusters Score -747912.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -747926.750000 Penalty: 4103.954590
	Iteration 20F: 3 clusters Score -747926.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -747940.312500 Penalty: 4103.954590
	Iteration 21Q: 3 clusters Score -747940.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -747953.000000 Penalty: 4103.954590
	Iteration 22Q: 3 clusters Score -747953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -747963.500000 Penalty: 4103.954590
	Iteration 23Q: 3 clusters Score -747963.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -747968.812500 Penalty: 4103.954590
	Iteration 24Q: 3 clusters Score -747968.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -747977.750000 Penalty: 4103.954590
	Iteration 25Q: 3 clusters Score -747977.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -747987.687500 Penalty: 4103.954590
	Iteration 26Q: 3 clusters Score -747987.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -747999.937500 Penalty: 4103.954590
	Iteration 27Q: 3 clusters Score -747999.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -748010.125000 Penalty: 4103.954590
	Iteration 28Q: 3 clusters Score -748010.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -748022.812500 Penalty: 4103.954590
	Iteration 29Q: 3 clusters Score -748022.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -748034.125000 Penalty: 4103.954590
	Iteration 30Q: 3 clusters Score -748034.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -748047.062500 Penalty: 4103.954590
	Iteration 31Q: 3 clusters Score -748047.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -748057.812500 Penalty: 4103.954590
	Iteration 32Q: 3 clusters Score -748057.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -748070.437500 Penalty: 4103.954590
	Iteration 33Q: 3 clusters Score -748070.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -748085.937500 Penalty: 4103.954590
	Iteration 34Q: 3 clusters Score -748085.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -748105.125000 Penalty: 4103.954590
	Iteration 35Q: 3 clusters Score -748105.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -748119.250000 Penalty: 4103.954590
	Iteration 36Q: 3 clusters Score -748119.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -748132.125000 Penalty: 4103.954590
	Iteration 37Q: 3 clusters Score -748132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -748143.375000 Penalty: 4103.954590
	Iteration 38Q: 3 clusters Score -748143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -748149.062500 Penalty: 4103.954590
	Iteration 39Q: 3 clusters Score -748149.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -748156.250000 Penalty: 4103.954590
	Iteration 40F: 3 clusters Score -748156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -748159.812500 Penalty: 4103.954590
	Iteration 41Q: 3 clusters Score -748159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -748164.562500 Penalty: 4103.954590
	Iteration 42Q: 3 clusters Score -748164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -748168.125000 Penalty: 4103.954590
	Iteration 43Q: 3 clusters Score -748168.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -748173.000000 Penalty: 4103.954590
	Iteration 44Q: 3 clusters Score -748173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -748180.750000 Penalty: 4103.954590
	Iteration 45Q: 3 clusters Score -748180.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -748188.687500 Penalty: 4103.954590
	Iteration 46Q: 3 clusters Score -748188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -748195.125000 Penalty: 4103.954590
	Iteration 47Q: 3 clusters Score -748195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -748204.750000 Penalty: 4103.954590
	Iteration 48Q: 3 clusters Score -748204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -748218.000000 Penalty: 4103.954590
	Iteration 49Q: 3 clusters Score -748218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -748227.250000 Penalty: 4103.954590
	Iteration 50Q: 3 clusters Score -748227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -748231.250000 Penalty: 4103.954590
	Iteration 51Q: 3 clusters Score -748231.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -748234.687500 Penalty: 4103.954590
	Iteration 52Q: 3 clusters Score -748234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -748240.437500 Penalty: 4103.954590
	Iteration 53Q: 3 clusters Score -748240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -748248.125000 Penalty: 4103.954590
	Iteration 54Q: 3 clusters Score -748248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -748252.437500 Penalty: 4103.954590
	Iteration 55Q: 3 clusters Score -748252.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -748259.937500 Penalty: 4103.954590
	Iteration 56Q: 3 clusters Score -748259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -748265.125000 Penalty: 4103.954590
	Iteration 57Q: 3 clusters Score -748265.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -748274.687500 Penalty: 4103.954590
	Iteration 58Q: 3 clusters Score -748274.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -748288.187500 Penalty: 4103.954590
	Iteration 59Q: 3 clusters Score -748288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -748304.062500 Penalty: 4103.954590
	Iteration 60F: 3 clusters Score -748304.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -748319.875000 Penalty: 4103.954590
	Iteration 61Q: 3 clusters Score -748319.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -748336.375000 Penalty: 4103.954590
	Iteration 62Q: 3 clusters Score -748336.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -748355.125000 Penalty: 4103.954590
	Iteration 63Q: 3 clusters Score -748355.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -748370.687500 Penalty: 4103.954590
	Iteration 64Q: 3 clusters Score -748370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -748392.187500 Penalty: 4103.954590
	Iteration 65Q: 3 clusters Score -748392.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -748405.687500 Penalty: 4103.954590
	Iteration 66Q: 3 clusters Score -748405.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -748415.750000 Penalty: 4103.954590
	Iteration 67Q: 3 clusters Score -748415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -748426.625000 Penalty: 4103.954590
	Iteration 68Q: 3 clusters Score -748426.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -748436.500000 Penalty: 4103.954590
	Iteration 69Q: 3 clusters Score -748436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -748442.187500 Penalty: 4103.954590
	Iteration 70Q: 3 clusters Score -748442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -748446.125000 Penalty: 4103.954590
	Iteration 71Q: 3 clusters Score -748446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -748449.000000 Penalty: 4103.954590
	Iteration 72Q: 3 clusters Score -748449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -748451.187500 Penalty: 4103.954590
	Iteration 73Q: 3 clusters Score -748451.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -748455.000000 Penalty: 4103.954590
	Iteration 74Q: 3 clusters Score -748455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -748461.187500 Penalty: 4103.954590
	Iteration 75Q: 3 clusters Score -748461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -748463.562500 Penalty: 4103.954590
	Iteration 76Q: 3 clusters Score -748463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -748467.437500 Penalty: 4103.954590
	Iteration 77Q: 3 clusters Score -748467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -748467.812500 Penalty: 4103.954590
	Iteration 78Q: 3 clusters Score -748467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -748469.562500 Penalty: 4103.954590
	Iteration 79Q: 3 clusters Score -748469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -748469.562500 Penalty: 4103.954590
	Iteration 80F: 3 clusters Score -748469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2760207.250000 Penalty: 2387.465332
	Iteration 0F: 2 clusters Score -2760207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2749164.000000 Penalty: 4774.930664
	Iteration 0F: 3 clusters Score -2749164 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2752653.000000 Penalty: 4774.930664
	Iteration 1F: 3 clusters Score -2752653 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2752999.750000 Penalty: 4774.930664
	Iteration 2F: 3 clusters Score -2753000 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2753241.250000 Penalty: 4774.930664
	Iteration 3Q: 3 clusters Score -2753241 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2753407.750000 Penalty: 4774.930664
	Iteration 4Q: 3 clusters Score -2753408 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2753574.000000 Penalty: 4774.930664
	Iteration 5Q: 3 clusters Score -2753574 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2753733.000000 Penalty: 4774.930664
	Iteration 6Q: 3 clusters Score -2753733 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2753904.250000 Penalty: 4774.930664
	Iteration 7Q: 3 clusters Score -2753904 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2754090.250000 Penalty: 4774.930664
	Iteration 8Q: 3 clusters Score -2754090 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2754291.750000 Penalty: 4774.930664
	Iteration 9Q: 3 clusters Score -2754292 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2754512.250000 Penalty: 4774.930664
	Iteration 10Q: 3 clusters Score -2754512 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2754739.500000 Penalty: 4774.930664
	Iteration 11Q: 3 clusters Score -2754740 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2754994.750000 Penalty: 4774.930664
	Iteration 12Q: 3 clusters Score -2754995 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2755324.000000 Penalty: 4774.930664
	Iteration 13Q: 3 clusters Score -2755324 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2755707.500000 Penalty: 4774.930664
	Iteration 14Q: 3 clusters Score -2755708 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2756148.500000 Penalty: 4774.930664
	Iteration 15Q: 3 clusters Score -2756148 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2756596.250000 Penalty: 4774.930664
	Iteration 16Q: 3 clusters Score -2756596 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2756975.500000 Penalty: 4774.930664
	Iteration 17Q: 3 clusters Score -2756976 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2757290.000000 Penalty: 4774.930664
	Iteration 18Q: 3 clusters Score -2757290 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2757566.000000 Penalty: 4774.930664
	Iteration 19Q: 3 clusters Score -2757566 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2757746.750000 Penalty: 4774.930664
	Iteration 20F: 3 clusters Score -2757747 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2757862.250000 Penalty: 4774.930664
	Iteration 21Q: 3 clusters Score -2757862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2757929.000000 Penalty: 4774.930664
	Iteration 22Q: 3 clusters Score -2757929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2757980.500000 Penalty: 4774.930664
	Iteration 23Q: 3 clusters Score -2757980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2758014.250000 Penalty: 4774.930664
	Iteration 24Q: 3 clusters Score -2758014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2758030.000000 Penalty: 4774.930664
	Iteration 25Q: 3 clusters Score -2758030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2758047.750000 Penalty: 4774.930664
	Iteration 26Q: 3 clusters Score -2758048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2758071.750000 Penalty: 4774.930664
	Iteration 27Q: 3 clusters Score -2758072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2758077.500000 Penalty: 4774.930664
	Iteration 28Q: 3 clusters Score -2758078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2758092.000000 Penalty: 4774.930664
	Iteration 29Q: 3 clusters Score -2758092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2758106.250000 Penalty: 4774.930664
	Iteration 30Q: 3 clusters Score -2758106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2758118.500000 Penalty: 4774.930664
	Iteration 31Q: 3 clusters Score -2758118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -2758134.000000 Penalty: 4774.930664
	Iteration 32Q: 3 clusters Score -2758134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2758138.750000 Penalty: 4774.930664
	Iteration 33Q: 3 clusters Score -2758139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2758145.250000 Penalty: 4774.930664
	Iteration 34Q: 3 clusters Score -2758145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2758148.750000 Penalty: 4774.930664
	Iteration 35Q: 3 clusters Score -2758149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2758154.500000 Penalty: 4774.930664
	Iteration 36Q: 3 clusters Score -2758154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2758157.000000 Penalty: 4774.930664
	Iteration 37Q: 3 clusters Score -2758157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2758157.250000 Penalty: 4774.930664
	Iteration 38Q: 3 clusters Score -2758157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2758157.250000 Penalty: 4774.930664
	Iteration 39F: 3 clusters Score -2758157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Entering Unmasked Estep 
Score: -5048438.000000 Penalty: 2507.747070
	Iteration 0F: 2 clusters Score -5048438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -5033936.500000 Penalty: 5015.494141
	Iteration 0F: 3 clusters Score -5033936 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -5039839.500000 Penalty: 5015.494141
	Iteration 1F: 3 clusters Score -5039840 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -5040228.500000 Penalty: 5015.494141
	Iteration 2Q: 3 clusters Score -5040228 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -5040521.000000 Penalty: 5015.494141
	Iteration 3Q: 3 clusters Score -5040521 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5040742.500000 Penalty: 5015.494141
	Iteration 4Q: 3 clusters Score -5040742 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -5040920.500000 Penalty: 5015.494141
	Iteration 5Q: 3 clusters Score -5040920 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5041092.000000 Penalty: 5015.494141
	Iteration 6Q: 3 clusters Score -5041092 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -5041259.500000 Penalty: 5015.494141
	Iteration 7Q: 3 clusters Score -5041260 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -5041414.500000 Penalty: 5015.494141
	Iteration 8Q: 3 clusters Score -5041414 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5041557.500000 Penalty: 5015.494141
	Iteration 9Q: 3 clusters Score -5041558 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -5041767.000000 Penalty: 5015.494141
	Iteration 10Q: 3 clusters Score -5041767 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -5042046.500000 Penalty: 5015.494141
	Iteration 11Q: 3 clusters Score -5042046 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -5042409.000000 Penalty: 5015.494141
	Iteration 12Q: 3 clusters Score -5042409 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -5042849.500000 Penalty: 5015.494141
	Iteration 13Q: 3 clusters Score -5042850 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -5043416.500000 Penalty: 5015.494141
	Iteration 14Q: 3 clusters Score -5043416 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5043926.000000 Penalty: 5015.494141
	Iteration 15Q: 3 clusters Score -5043926 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -5044290.000000 Penalty: 5015.494141
	Iteration 16Q: 3 clusters Score -5044290 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -5044489.000000 Penalty: 5015.494141
	Iteration 17Q: 3 clusters Score -5044489 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -5044577.500000 Penalty: 5015.494141
	Iteration 18Q: 3 clusters Score -5044578 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -5044614.000000 Penalty: 5015.494141
	Iteration 19Q: 3 clusters Score -5044614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5044634.000000 Penalty: 5015.494141
	Iteration 20F: 3 clusters Score -5044634 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5044647.000000 Penalty: 5015.494141
	Iteration 21Q: 3 clusters Score -5044647 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -5044661.000000 Penalty: 5015.494141
	Iteration 22Q: 3 clusters Score -5044661 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5044664.500000 Penalty: 5015.494141
	Iteration 23Q: 3 clusters Score -5044664 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -5044681.000000 Penalty: 5015.494141
	Iteration 24Q: 3 clusters Score -5044681 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -5044683.500000 Penalty: 5015.494141
	Iteration 25Q: 3 clusters Score -5044684 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5044663.000000 Penalty: 5015.494141
	Iteration 26Q: 3 clusters Score -5044663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5044662.500000 Penalty: 5015.494141
	Iteration 27Q: 3 clusters Score -5044662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5044664.000000 Penalty: 5015.494141
	Iteration 28Q: 3 clusters Score -5044664 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -5044673.000000 Penalty: 5015.494141
	Iteration 29Q: 3 clusters Score -5044673 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -5044675.500000 Penalty: 5015.494141
	Iteration 30Q: 3 clusters Score -5044676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5044664.500000 Penalty: 5015.494141
	Iteration 31Q: 3 clusters Score -5044664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -5044670.000000 Penalty: 5015.494141
	Iteration 32Q: 3 clusters Score -5044670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5044660.000000 Penalty: 5015.494141
	Iteration 33Q: 3 clusters Score -5044660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5044673.500000 Penalty: 5015.494141
	Iteration 34Q: 3 clusters Score -5044674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5044681.000000 Penalty: 5015.494141
	Iteration 35Q: 3 clusters Score -5044681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5044680.500000 Penalty: 5015.494141
	Iteration 36Q: 3 clusters Score -5044680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -5044682.500000 Penalty: 5015.494141
	Iteration 37Q: 3 clusters Score -5044682 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -5044697.000000 Penalty: 5015.494141
	Iteration 38Q: 3 clusters Score -5044697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5044694.500000 Penalty: 5015.494141
	Iteration 39Q: 3 clusters Score -5044694 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5044710.500000 Penalty: 5015.494141
	Iteration 40F: 3 clusters Score -5044710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -5044727.500000 Penalty: 5015.494141
	Iteration 41Q: 3 clusters Score -5044728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5044740.500000 Penalty: 5015.494141
	Iteration 42Q: 3 clusters Score -5044740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5044741.000000 Penalty: 5015.494141
	Iteration 43Q: 3 clusters Score -5044741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -5044734.500000 Penalty: 5015.494141
	Iteration 44Q: 3 clusters Score -5044734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -5044754.500000 Penalty: 5015.494141
	Iteration 45Q: 3 clusters Score -5044754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -5044757.500000 Penalty: 5015.494141
	Iteration 46Q: 3 clusters Score -5044758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -5044761.500000 Penalty: 5015.494141
	Iteration 47Q: 3 clusters Score -5044762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5044779.000000 Penalty: 5015.494141
	Iteration 48Q: 3 clusters Score -5044779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -5044779.000000 Penalty: 5015.494141
	Iteration 49Q: 3 clusters Score -5044779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5044779.000000 Penalty: 5015.494141
	Iteration 50Q: 3 clusters Score -5044779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -5044784.500000 Penalty: 5015.494141
	Iteration 51Q: 3 clusters Score -5044784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5044784.500000 Penalty: 5015.494141
	Iteration 52Q: 3 clusters Score -5044784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -5044792.000000 Penalty: 5015.494141
	Iteration 53Q: 3 clusters Score -5044792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -5044802.000000 Penalty: 5015.494141
	Iteration 54Q: 3 clusters Score -5044802 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5044816.000000 Penalty: 5015.494141
	Iteration 55Q: 3 clusters Score -5044816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -5044816.500000 Penalty: 5015.494141
	Iteration 56Q: 3 clusters Score -5044816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5044822.000000 Penalty: 5015.494141
	Iteration 57Q: 3 clusters Score -5044822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -5044818.000000 Penalty: 5015.494141
	Iteration 58Q: 3 clusters Score -5044818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -5044810.000000 Penalty: 5015.494141
	Iteration 59Q: 3 clusters Score -5044810 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -5044812.000000 Penalty: 5015.494141
	Iteration 60F: 3 clusters Score -5044812 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5044806.000000 Penalty: 5015.494141
	Iteration 61Q: 3 clusters Score -5044806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5044812.000000 Penalty: 5015.494141
	Iteration 62Q: 3 clusters Score -5044812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -5044820.000000 Penalty: 5015.494141
	Iteration 63Q: 3 clusters Score -5044820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -5044817.500000 Penalty: 5015.494141
	Iteration 64Q: 3 clusters Score -5044818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5044814.000000 Penalty: 5015.494141
	Iteration 65Q: 3 clusters Score -5044814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5044814.000000 Penalty: 5015.494141
	Iteration 66Q: 3 clusters Score -5044814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5044795.500000 Penalty: 5015.494141
	Iteration 67Q: 3 clusters Score -5044796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -5044797.500000 Penalty: 5015.494141
	Iteration 68Q: 3 clusters Score -5044798 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5044814.500000 Penalty: 5015.494141
	Iteration 69Q: 3 clusters Score -5044814 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5044806.500000 Penalty: 5015.494141
	Iteration 70Q: 3 clusters Score -5044806 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5044796.500000 Penalty: 5015.494141
	Iteration 71Q: 3 clusters Score -5044796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -5044807.000000 Penalty: 5015.494141
	Iteration 72Q: 3 clusters Score -5044807 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5044799.000000 Penalty: 5015.494141
	Iteration 73Q: 3 clusters Score -5044799 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -5044803.000000 Penalty: 5015.494141
	Iteration 74Q: 3 clusters Score -5044803 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5044803.500000 Penalty: 5015.494141
	Iteration 75Q: 3 clusters Score -5044804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -5044813.500000 Penalty: 5015.494141
	Iteration 76Q: 3 clusters Score -5044814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -5044800.500000 Penalty: 5015.494141
	Iteration 77Q: 3 clusters Score -5044800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5044801.000000 Penalty: 5015.494141
	Iteration 78Q: 3 clusters Score -5044801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5044801.000000 Penalty: 5015.494141
	Iteration 79Q: 3 clusters Score -5044801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5044802.500000 Penalty: 5015.494141
	Iteration 80F: 3 clusters Score -5044802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5044803.000000 Penalty: 5015.494141
	Iteration 81Q: 3 clusters Score -5044803 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5044816.500000 Penalty: 5015.494141
	Iteration 82Q: 3 clusters Score -5044816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5044813.000000 Penalty: 5015.494141
	Iteration 83Q: 3 clusters Score -5044813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5044830.000000 Penalty: 5015.494141
	Iteration 84Q: 3 clusters Score -5044830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5044825.500000 Penalty: 5015.494141
	Iteration 85Q: 3 clusters Score -5044826 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5044830.000000 Penalty: 5015.494141
	Iteration 86Q: 3 clusters Score -5044830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5044827.500000 Penalty: 5015.494141
	Iteration 87Q: 3 clusters Score -5044828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -5044815.500000 Penalty: 5015.494141
	Iteration 88Q: 3 clusters Score -5044816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5044828.000000 Penalty: 5015.494141
	Iteration 89Q: 3 clusters Score -5044828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -5044837.000000 Penalty: 5015.494141
	Iteration 90Q: 3 clusters Score -5044837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5044833.000000 Penalty: 5015.494141
	Iteration 91Q: 3 clusters Score -5044833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5044827.500000 Penalty: 5015.494141
	Iteration 92Q: 3 clusters Score -5044828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5044830.500000 Penalty: 5015.494141
	Iteration 93Q: 3 clusters Score -5044830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -5044829.000000 Penalty: 5015.494141
	Iteration 94Q: 3 clusters Score -5044829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5044839.000000 Penalty: 5015.494141
	Iteration 95Q: 3 clusters Score -5044839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5044834.000000 Penalty: 5015.494141
	Iteration 96Q: 3 clusters Score -5044834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -5044846.500000 Penalty: 5015.494141
	Iteration 97Q: 3 clusters Score -5044846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5044833.000000 Penalty: 5015.494141
	Iteration 98Q: 3 clusters Score -5044833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -5044837.500000 Penalty: 5015.494141
	Iteration 99Q: 3 clusters Score -5044838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5044843.000000 Penalty: 5015.494141
	Iteration 100F: 3 clusters Score -5044843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -5044836.500000 Penalty: 5015.494141
	Iteration 101Q: 3 clusters Score -5044836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -5044835.000000 Penalty: 5015.494141
	Iteration 102Q: 3 clusters Score -5044835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -5044836.500000 Penalty: 5015.494141
	Iteration 103Q: 3 clusters Score -5044836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -5044848.500000 Penalty: 5015.494141
	Iteration 104Q: 3 clusters Score -5044848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5044853.000000 Penalty: 5015.494141
	Iteration 105Q: 3 clusters Score -5044853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -5044859.000000 Penalty: 5015.494141
	Iteration 106Q: 3 clusters Score -5044859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5044853.500000 Penalty: 5015.494141
	Iteration 107Q: 3 clusters Score -5044854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5044869.000000 Penalty: 5015.494141
	Iteration 108Q: 3 clusters Score -5044869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5044870.500000 Penalty: 5015.494141
	Iteration 109Q: 3 clusters Score -5044870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5044865.500000 Penalty: 5015.494141
	Iteration 110Q: 3 clusters Score -5044866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -5044863.500000 Penalty: 5015.494141
	Iteration 111Q: 3 clusters Score -5044864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5044870.500000 Penalty: 5015.494141
	Iteration 112Q: 3 clusters Score -5044870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -5044884.500000 Penalty: 5015.494141
	Iteration 113Q: 3 clusters Score -5044884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5044883.500000 Penalty: 5015.494141
	Iteration 114Q: 3 clusters Score -5044884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -5044874.000000 Penalty: 5015.494141
	Iteration 115Q: 3 clusters Score -5044874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -5044868.500000 Penalty: 5015.494141
	Iteration 116Q: 3 clusters Score -5044868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5044864.500000 Penalty: 5015.494141
	Iteration 117Q: 3 clusters Score -5044864 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -5044873.500000 Penalty: 5015.494141
	Iteration 118Q: 3 clusters Score -5044874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -5044872.000000 Penalty: 5015.494141
	Iteration 119Q: 3 clusters Score -5044872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5044878.000000 Penalty: 5015.494141
	Iteration 120F: 3 clusters Score -5044878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5044889.500000 Penalty: 5015.494141
	Iteration 121Q: 3 clusters Score -5044890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -5044898.000000 Penalty: 5015.494141
	Iteration 122Q: 3 clusters Score -5044898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5044899.500000 Penalty: 5015.494141
	Iteration 123Q: 3 clusters Score -5044900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5044908.000000 Penalty: 5015.494141
	Iteration 124Q: 3 clusters Score -5044908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5044900.500000 Penalty: 5015.494141
	Iteration 125Q: 3 clusters Score -5044900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5044905.500000 Penalty: 5015.494141
	Iteration 126Q: 3 clusters Score -5044906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -5044909.000000 Penalty: 5015.494141
	Iteration 127Q: 3 clusters Score -5044909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -5044898.500000 Penalty: 5015.494141
	Iteration 128Q: 3 clusters Score -5044898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -5044905.500000 Penalty: 5015.494141
	Iteration 129Q: 3 clusters Score -5044906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5044914.000000 Penalty: 5015.494141
	Iteration 130Q: 3 clusters Score -5044914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -5044921.000000 Penalty: 5015.494141
	Iteration 131Q: 3 clusters Score -5044921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5044916.500000 Penalty: 5015.494141
	Iteration 132Q: 3 clusters Score -5044916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5044921.000000 Penalty: 5015.494141
	Iteration 133Q: 3 clusters Score -5044921 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5044924.000000 Penalty: 5015.494141
	Iteration 134Q: 3 clusters Score -5044924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -5044926.500000 Penalty: 5015.494141
	Iteration 135Q: 3 clusters Score -5044926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -5044919.000000 Penalty: 5015.494141
	Iteration 136Q: 3 clusters Score -5044919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5044917.500000 Penalty: 5015.494141
	Iteration 137Q: 3 clusters Score -5044918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5044916.000000 Penalty: 5015.494141
	Iteration 138Q: 3 clusters Score -5044916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -5044912.500000 Penalty: 5015.494141
	Iteration 139Q: 3 clusters Score -5044912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -5044919.000000 Penalty: 5015.494141
	Iteration 140F: 3 clusters Score -5044919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5044925.000000 Penalty: 5015.494141
	Iteration 141Q: 3 clusters Score -5044925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -5044916.000000 Penalty: 5015.494141
	Iteration 142Q: 3 clusters Score -5044916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5044921.000000 Penalty: 5015.494141
	Iteration 143Q: 3 clusters Score -5044921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -5044911.500000 Penalty: 5015.494141
	Iteration 144Q: 3 clusters Score -5044912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -5044915.000000 Penalty: 5015.494141
	Iteration 145Q: 3 clusters Score -5044915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -5044907.000000 Penalty: 5015.494141
	Iteration 146Q: 3 clusters Score -5044907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5044911.500000 Penalty: 5015.494141
	Iteration 147Q: 3 clusters Score -5044912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -5044918.500000 Penalty: 5015.494141
	Iteration 148Q: 3 clusters Score -5044918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -5044924.500000 Penalty: 5015.494141
	Iteration 149Q: 3 clusters Score -5044924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -5044914.000000 Penalty: 5015.494141
	Iteration 150Q: 3 clusters Score -5044914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -5044919.000000 Penalty: 5015.494141
	Iteration 151Q: 3 clusters Score -5044919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -5044917.000000 Penalty: 5015.494141
	Iteration 152Q: 3 clusters Score -5044917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5044917.000000 Penalty: 5015.494141
	Iteration 153Q: 3 clusters Score -5044917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5044914.000000 Penalty: 5015.494141
	Iteration 154Q: 3 clusters Score -5044914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -5044914.000000 Penalty: 5015.494141
	Iteration 155Q: 3 clusters Score -5044914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5044917.500000 Penalty: 5015.494141
	Iteration 156Q: 3 clusters Score -5044918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5044917.000000 Penalty: 5015.494141
	Iteration 157Q: 3 clusters Score -5044917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -5044916.500000 Penalty: 5015.494141
	Iteration 158Q: 3 clusters Score -5044916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5044918.000000 Penalty: 5015.494141
	Iteration 159Q: 3 clusters Score -5044918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5044921.000000 Penalty: 5015.494141
	Iteration 160F: 3 clusters Score -5044921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5044923.500000 Penalty: 5015.494141
	Iteration 161Q: 3 clusters Score -5044924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5044922.500000 Penalty: 5015.494141
	Iteration 162Q: 3 clusters Score -5044922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -5044924.000000 Penalty: 5015.494141
	Iteration 163Q: 3 clusters Score -5044924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -5044924.000000 Penalty: 5015.494141
	Iteration 164Q: 3 clusters Score -5044924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -5044924.000000 Penalty: 5015.494141
	Iteration 165F: 3 clusters Score -5044924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Entering Unmasked Estep 
Score: -6534785.000000 Penalty: 2589.738037
	Iteration 0F: 2 clusters Score -6534785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6512917.000000 Penalty: 5179.476074
	Iteration 0F: 3 clusters Score -6512917 nChanged 15541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -6521397.000000 Penalty: 5179.476074
	Iteration 1F: 3 clusters Score -6521397 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -6522085.000000 Penalty: 5179.476074
	Iteration 2Q: 3 clusters Score -6522085 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -6522937.500000 Penalty: 5179.476074
	Iteration 3F: 3 clusters Score -6522938 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -6524107.500000 Penalty: 5179.476074
	Iteration 4F: 3 clusters Score -6524108 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -6525723.500000 Penalty: 5179.476074
	Iteration 5F: 3 clusters Score -6525724 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -6527681.500000 Penalty: 5179.476074
	Iteration 6F: 3 clusters Score -6527682 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6529595.000000 Penalty: 5179.476074
	Iteration 7F: 3 clusters Score -6529595 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -6531153.500000 Penalty: 5179.476074
	Iteration 8F: 3 clusters Score -6531154 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6532245.500000 Penalty: 5179.476074
	Iteration 9Q: 3 clusters Score -6532246 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6532848.000000 Penalty: 5179.476074
	Iteration 10Q: 3 clusters Score -6532848 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6533030.500000 Penalty: 5179.476074
	Iteration 11Q: 3 clusters Score -6533030 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -6533127.500000 Penalty: 5179.476074
	Iteration 12Q: 3 clusters Score -6533128 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6533145.000000 Penalty: 5179.476074
	Iteration 13Q: 3 clusters Score -6533145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6533145.000000 Penalty: 5179.476074
	Iteration 14Q: 3 clusters Score -6533145 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6533155.500000 Penalty: 5179.476074
	Iteration 15Q: 3 clusters Score -6533156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6533157.500000 Penalty: 5179.476074
	Iteration 16Q: 3 clusters Score -6533158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6533151.500000 Penalty: 5179.476074
	Iteration 17Q: 3 clusters Score -6533152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -6533145.000000 Penalty: 5179.476074
	Iteration 18Q: 3 clusters Score -6533145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6533161.000000 Penalty: 5179.476074
	Iteration 19Q: 3 clusters Score -6533161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6533157.500000 Penalty: 5179.476074
	Iteration 20F: 3 clusters Score -6533158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5179.476074
	Iteration 21Q: 3 clusters Score -6533140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -6533139.000000 Penalty: 5179.476074
	Iteration 22Q: 3 clusters Score -6533139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6533133.000000 Penalty: 5179.476074
	Iteration 23Q: 3 clusters Score -6533133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6533125.500000 Penalty: 5179.476074
	Iteration 24Q: 3 clusters Score -6533126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6533130.500000 Penalty: 5179.476074
	Iteration 25Q: 3 clusters Score -6533130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6533130.500000 Penalty: 5179.476074
	Iteration 26Q: 3 clusters Score -6533130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -6533132.000000 Penalty: 5179.476074
	Iteration 27Q: 3 clusters Score -6533132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6533140.500000 Penalty: 5179.476074
	Iteration 28Q: 3 clusters Score -6533140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6533129.000000 Penalty: 5179.476074
	Iteration 29Q: 3 clusters Score -6533129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -6533138.500000 Penalty: 5179.476074
	Iteration 30Q: 3 clusters Score -6533138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -6533132.000000 Penalty: 5179.476074
	Iteration 31Q: 3 clusters Score -6533132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6533132.000000 Penalty: 5179.476074
	Iteration 32Q: 3 clusters Score -6533132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6533130.000000 Penalty: 5179.476074
	Iteration 33Q: 3 clusters Score -6533130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6533125.000000 Penalty: 5179.476074
	Iteration 34Q: 3 clusters Score -6533125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6533125.500000 Penalty: 5179.476074
	Iteration 35Q: 3 clusters Score -6533126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6533132.000000 Penalty: 5179.476074
	Iteration 36Q: 3 clusters Score -6533132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5179.476074
	Iteration 37Q: 3 clusters Score -6533140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6533139.000000 Penalty: 5179.476074
	Iteration 38Q: 3 clusters Score -6533139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6533147.000000 Penalty: 5179.476074
	Iteration 39Q: 3 clusters Score -6533147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6533137.500000 Penalty: 5179.476074
	Iteration 40F: 3 clusters Score -6533138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5179.476074
	Iteration 41Q: 3 clusters Score -6533140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6533127.500000 Penalty: 5179.476074
	Iteration 42Q: 3 clusters Score -6533128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6533130.000000 Penalty: 5179.476074
	Iteration 43Q: 3 clusters Score -6533130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6533136.000000 Penalty: 5179.476074
	Iteration 44Q: 3 clusters Score -6533136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6533133.500000 Penalty: 5179.476074
	Iteration 45Q: 3 clusters Score -6533134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6533132.500000 Penalty: 5179.476074
	Iteration 46Q: 3 clusters Score -6533132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6533135.000000 Penalty: 5179.476074
	Iteration 47Q: 3 clusters Score -6533135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -6533131.500000 Penalty: 5179.476074
	Iteration 48Q: 3 clusters Score -6533132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6533126.000000 Penalty: 5179.476074
	Iteration 49Q: 3 clusters Score -6533126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6533129.500000 Penalty: 5179.476074
	Iteration 50Q: 3 clusters Score -6533130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6533129.000000 Penalty: 5179.476074
	Iteration 51Q: 3 clusters Score -6533129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6533132.000000 Penalty: 5179.476074
	Iteration 52Q: 3 clusters Score -6533132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6533139.000000 Penalty: 5179.476074
	Iteration 53Q: 3 clusters Score -6533139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6533128.000000 Penalty: 5179.476074
	Iteration 54Q: 3 clusters Score -6533128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6533135.000000 Penalty: 5179.476074
	Iteration 55Q: 3 clusters Score -6533135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6533150.500000 Penalty: 5179.476074
	Iteration 56Q: 3 clusters Score -6533150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6533154.000000 Penalty: 5179.476074
	Iteration 57Q: 3 clusters Score -6533154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6533150.500000 Penalty: 5179.476074
	Iteration 58Q: 3 clusters Score -6533150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6533146.000000 Penalty: 5179.476074
	Iteration 59Q: 3 clusters Score -6533146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5179.476074
	Iteration 60F: 3 clusters Score -6533140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6533142.500000 Penalty: 5179.476074
	Iteration 61Q: 3 clusters Score -6533142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6533138.000000 Penalty: 5179.476074
	Iteration 62Q: 3 clusters Score -6533138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6533142.500000 Penalty: 5179.476074
	Iteration 63Q: 3 clusters Score -6533142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6533150.000000 Penalty: 5179.476074
	Iteration 64Q: 3 clusters Score -6533150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6533146.500000 Penalty: 5179.476074
	Iteration 65Q: 3 clusters Score -6533146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6533135.500000 Penalty: 5179.476074
	Iteration 66Q: 3 clusters Score -6533136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6533140.000000 Penalty: 5179.476074
	Iteration 67Q: 3 clusters Score -6533140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5179.476074
	Iteration 68Q: 3 clusters Score -6533140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6533139.000000 Penalty: 5179.476074
	Iteration 69Q: 3 clusters Score -6533139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6533146.500000 Penalty: 5179.476074
	Iteration 70Q: 3 clusters Score -6533146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6533143.000000 Penalty: 5179.476074
	Iteration 71Q: 3 clusters Score -6533143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -6533144.000000 Penalty: 5179.476074
	Iteration 72Q: 3 clusters Score -6533144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6533140.500000 Penalty: 5179.476074
	Iteration 73Q: 3 clusters Score -6533140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6533142.500000 Penalty: 5179.476074
	Iteration 74Q: 3 clusters Score -6533142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6533144.500000 Penalty: 5179.476074
	Iteration 75Q: 3 clusters Score -6533144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6533144.500000 Penalty: 5179.476074
	Iteration 76F: 3 clusters Score -6533144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Entering Unmasked Estep 
Score: -6117800.000000 Penalty: 2570.469727
	Iteration 0F: 2 clusters Score -6117800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6097116.000000 Penalty: 5140.939453
	Iteration 0F: 3 clusters Score -6097116 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -6104496.000000 Penalty: 5140.939453
	Iteration 1F: 3 clusters Score -6104496 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -6104927.500000 Penalty: 5140.939453
	Iteration 2Q: 3 clusters Score -6104928 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -6105371.000000 Penalty: 5140.939453
	Iteration 3Q: 3 clusters Score -6105371 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -6105842.000000 Penalty: 5140.939453
	Iteration 4Q: 3 clusters Score -6105842 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -6106545.000000 Penalty: 5140.939453
	Iteration 5Q: 3 clusters Score -6106545 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -6107573.000000 Penalty: 5140.939453
	Iteration 6F: 3 clusters Score -6107573 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -6109118.500000 Penalty: 5140.939453
	Iteration 7F: 3 clusters Score -6109118 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6110977.500000 Penalty: 5140.939453
	Iteration 8F: 3 clusters Score -6110978 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6112842.500000 Penalty: 5140.939453
	Iteration 9F: 3 clusters Score -6112842 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -6114184.000000 Penalty: 5140.939453
	Iteration 10Q: 3 clusters Score -6114184 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6114851.500000 Penalty: 5140.939453
	Iteration 11Q: 3 clusters Score -6114852 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6115125.000000 Penalty: 5140.939453
	Iteration 12Q: 3 clusters Score -6115125 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6115251.000000 Penalty: 5140.939453
	Iteration 13Q: 3 clusters Score -6115251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6115327.000000 Penalty: 5140.939453
	Iteration 14Q: 3 clusters Score -6115327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6115379.000000 Penalty: 5140.939453
	Iteration 15Q: 3 clusters Score -6115379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6115421.500000 Penalty: 5140.939453
	Iteration 16Q: 3 clusters Score -6115422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6115456.000000 Penalty: 5140.939453
	Iteration 17Q: 3 clusters Score -6115456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6115461.500000 Penalty: 5140.939453
	Iteration 18Q: 3 clusters Score -6115462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6115463.000000 Penalty: 5140.939453
	Iteration 19Q: 3 clusters Score -6115463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6115470.500000 Penalty: 5140.939453
	Iteration 20F: 3 clusters Score -6115470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6115464.500000 Penalty: 5140.939453
	Iteration 21Q: 3 clusters Score -6115464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6115471.000000 Penalty: 5140.939453
	Iteration 22Q: 3 clusters Score -6115471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6115470.500000 Penalty: 5140.939453
	Iteration 23Q: 3 clusters Score -6115470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6115470.500000 Penalty: 5140.939453
	Iteration 24F: 3 clusters Score -6115470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -136959.000000 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -136959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135176.515625 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -135176.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -135420.906250 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -135420.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -135487.828125 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -135487.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135517.781250 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -135517.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -135552.234375 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -135552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -135592.078125 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -135592.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135664.359375 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -135664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -135785.593750 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -135785.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135864.390625 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -135864.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135892.859375 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -135892.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -135914.750000 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -135914.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -135938.765625 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -135938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -135959.750000 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -135959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -135965.546875 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -135965.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -135967.031250 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -135967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -135969.984375 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -135970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -135974.875000 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -135974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -135980.375000 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -135980.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -135992.703125 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -135992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -136001.421875 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -136001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136007.593750 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -136007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136013.375000 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -136013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -136021.515625 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -136021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -136025.609375 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -136025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -136032.703125 Penalty: 3293.378418
	Iteration 24Q: 3 clusters Score -136032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136042.656250 Penalty: 3293.378418
	Iteration 25Q: 3 clusters Score -136042.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -136046.468750 Penalty: 3293.378418
	Iteration 26Q: 3 clusters Score -136046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -136054.906250 Penalty: 3293.378418
	Iteration 27Q: 3 clusters Score -136054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -136060.015625 Penalty: 3293.378418
	Iteration 28Q: 3 clusters Score -136060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -136062.468750 Penalty: 3293.378418
	Iteration 29Q: 3 clusters Score -136062.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -136067.593750 Penalty: 3293.378418
	Iteration 30Q: 3 clusters Score -136067.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -136067.593750 Penalty: 3293.378418
	Iteration 31F: 3 clusters Score -136067.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Entering Unmasked Estep 
Score: -5633438.500000 Penalty: 2550.146484
	Iteration 0F: 2 clusters Score -5633438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5614526.000000 Penalty: 5100.292969
	Iteration 0F: 3 clusters Score -5614526 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5621651.000000 Penalty: 5100.292969
	Iteration 1F: 3 clusters Score -5621651 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -5622060.500000 Penalty: 5100.292969
	Iteration 2Q: 3 clusters Score -5622060 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -5622373.000000 Penalty: 5100.292969
	Iteration 3Q: 3 clusters Score -5622373 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5622675.500000 Penalty: 5100.292969
	Iteration 4Q: 3 clusters Score -5622676 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -5622948.000000 Penalty: 5100.292969
	Iteration 5Q: 3 clusters Score -5622948 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5623291.500000 Penalty: 5100.292969
	Iteration 6Q: 3 clusters Score -5623292 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -5623652.500000 Penalty: 5100.292969
	Iteration 7Q: 3 clusters Score -5623652 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5624181.500000 Penalty: 5100.292969
	Iteration 8Q: 3 clusters Score -5624182 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5624922.500000 Penalty: 5100.292969
	Iteration 9Q: 3 clusters Score -5624922 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5625966.000000 Penalty: 5100.292969
	Iteration 10F: 3 clusters Score -5625966 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -5627270.500000 Penalty: 5100.292969
	Iteration 11F: 3 clusters Score -5627270 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -5628661.000000 Penalty: 5100.292969
	Iteration 12F: 3 clusters Score -5628661 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -5629745.500000 Penalty: 5100.292969
	Iteration 13F: 3 clusters Score -5629746 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -5630336.000000 Penalty: 5100.292969
	Iteration 14Q: 3 clusters Score -5630336 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -5630675.500000 Penalty: 5100.292969
	Iteration 15Q: 3 clusters Score -5630676 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -5630870.000000 Penalty: 5100.292969
	Iteration 16Q: 3 clusters Score -5630870 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -5630991.000000 Penalty: 5100.292969
	Iteration 17Q: 3 clusters Score -5630991 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -5631124.000000 Penalty: 5100.292969
	Iteration 18Q: 3 clusters Score -5631124 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5631197.500000 Penalty: 5100.292969
	Iteration 19Q: 3 clusters Score -5631198 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -5631261.000000 Penalty: 5100.292969
	Iteration 20F: 3 clusters Score -5631261 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5631329.000000 Penalty: 5100.292969
	Iteration 21Q: 3 clusters Score -5631329 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5631365.000000 Penalty: 5100.292969
	Iteration 22Q: 3 clusters Score -5631365 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -5631368.500000 Penalty: 5100.292969
	Iteration 23Q: 3 clusters Score -5631368 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -5631376.000000 Penalty: 5100.292969
	Iteration 24Q: 3 clusters Score -5631376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -5631384.000000 Penalty: 5100.292969
	Iteration 25Q: 3 clusters Score -5631384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -5631372.000000 Penalty: 5100.292969
	Iteration 26Q: 3 clusters Score -5631372 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -5631379.500000 Penalty: 5100.292969
	Iteration 27Q: 3 clusters Score -5631380 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5631375.000000 Penalty: 5100.292969
	Iteration 28Q: 3 clusters Score -5631375 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -5631374.000000 Penalty: 5100.292969
	Iteration 29Q: 3 clusters Score -5631374 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5631372.000000 Penalty: 5100.292969
	Iteration 30Q: 3 clusters Score -5631372 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5631388.000000 Penalty: 5100.292969
	Iteration 31Q: 3 clusters Score -5631388 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -5631401.500000 Penalty: 5100.292969
	Iteration 32Q: 3 clusters Score -5631402 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -5631397.500000 Penalty: 5100.292969
	Iteration 33Q: 3 clusters Score -5631398 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -5631419.000000 Penalty: 5100.292969
	Iteration 34Q: 3 clusters Score -5631419 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5631408.500000 Penalty: 5100.292969
	Iteration 35Q: 3 clusters Score -5631408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -5631357.500000 Penalty: 5100.292969
	Iteration 36Q: 3 clusters Score -5631358 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -5631326.500000 Penalty: 5100.292969
	Iteration 37Q: 3 clusters Score -5631326 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5631326.500000 Penalty: 5100.292969
	Iteration 38Q: 3 clusters Score -5631326 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5631324.500000 Penalty: 5100.292969
	Iteration 39Q: 3 clusters Score -5631324 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5631336.000000 Penalty: 5100.292969
	Iteration 40F: 3 clusters Score -5631336 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5631334.500000 Penalty: 5100.292969
	Iteration 41Q: 3 clusters Score -5631334 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5631327.000000 Penalty: 5100.292969
	Iteration 42Q: 3 clusters Score -5631327 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5631317.000000 Penalty: 5100.292969
	Iteration 43Q: 3 clusters Score -5631317 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5631307.500000 Penalty: 5100.292969
	Iteration 44Q: 3 clusters Score -5631308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5631301.500000 Penalty: 5100.292969
	Iteration 45Q: 3 clusters Score -5631302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -5631243.500000 Penalty: 5100.292969
	Iteration 46Q: 3 clusters Score -5631244 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5631233.000000 Penalty: 5100.292969
	Iteration 47Q: 3 clusters Score -5631233 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5631218.000000 Penalty: 5100.292969
	Iteration 48Q: 3 clusters Score -5631218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5631198.000000 Penalty: 5100.292969
	Iteration 49Q: 3 clusters Score -5631198 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5631175.500000 Penalty: 5100.292969
	Iteration 50Q: 3 clusters Score -5631176 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5631150.500000 Penalty: 5100.292969
	Iteration 51Q: 3 clusters Score -5631150 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -5631149.500000 Penalty: 5100.292969
	Iteration 52Q: 3 clusters Score -5631150 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5631150.000000 Penalty: 5100.292969
	Iteration 53Q: 3 clusters Score -5631150 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5631118.500000 Penalty: 5100.292969
	Iteration 54Q: 3 clusters Score -5631118 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -5631091.000000 Penalty: 5100.292969
	Iteration 55Q: 3 clusters Score -5631091 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5631071.000000 Penalty: 5100.292969
	Iteration 56Q: 3 clusters Score -5631071 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -5631027.500000 Penalty: 5100.292969
	Iteration 57Q: 3 clusters Score -5631028 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5631035.500000 Penalty: 5100.292969
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5631032 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5631022 nChanged 313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5631038 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5631012 nChanged 282
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5631002 nChanged 290
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5630988 nChanged 292
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Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5631005 nChanged 291
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Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5631018 nChanged 249
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Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5631010 nChanged 237
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Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5631004 nChanged 223
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Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5631016 nChanged 196
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5630970 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5630976 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5630982 nChanged 195
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Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5630966 nChanged 231
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Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5630990 nChanged 206
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Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5631012 nChanged 194
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Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5631050 nChanged 174
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Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5631069 nChanged 155
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Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5631076 nChanged 146
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5631090 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5631097 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5631112 nChanged 128
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Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5631133 nChanged 127
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Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5631136 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5631146 nChanged 88
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Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5631164 nChanged 90
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Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 24424 members 
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	Iteration 86Q: 3 clusters Score -5631161 nChanged 102
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Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5631164 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5631178 nChanged 109
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Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5631183 nChanged 108
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 24827 members 
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	Iteration 90Q: 3 clusters Score -5631188 nChanged 107
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Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5631194 nChanged 116
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Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5631192 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5631197 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5631214 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5631222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5631246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5631262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5631252 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5631263 nChanged 92
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5631258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5631257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5631246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5631238 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5631228 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5631244 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5631239 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5631258 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5631260 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5631258 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5631262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5631266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5631286 nChanged 101
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Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5631289 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5631289 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5631305 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5631306 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5631323 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5631336 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5631345 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5631358 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5631362 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5631377 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5631387 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5631402 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -5631419.500000 Penalty: 5100.292969
	Iteration 125Q: 3 clusters Score -5631420 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5631409.500000 Penalty: 5100.292969
	Iteration 126Q: 3 clusters Score -5631410 nChanged 43
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Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5631419 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5631420 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5631426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5631417 nChanged 28
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5631416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5631433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5631436 nChanged 18
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Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -5631441.500000 Penalty: 5100.292969
	Iteration 134Q: 3 clusters Score -5631442 nChanged 19
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5631447 nChanged 9
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27505 members 
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	Iteration 136Q: 3 clusters Score -5631447 nChanged 5
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5631450 nChanged 3
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5631454 nChanged 4
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5631456 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5631453 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5631450 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5631454 nChanged 5
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Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5631454 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5631450 nChanged 12
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Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5631456 nChanged 13
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5631450 nChanged 11
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Mstep: Class 1 contains 1660 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5631450 nChanged 24
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Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5631464 nChanged 19
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Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5631462 nChanged 15
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5631468 nChanged 17
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Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5631460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5631472.500000 Penalty: 5100.292969
	Iteration 152Q: 3 clusters Score -5631472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5631483.000000 Penalty: 5100.292969
	Iteration 153Q: 3 clusters Score -5631483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5631486.500000 Penalty: 5100.292969
	Iteration 154Q: 3 clusters Score -5631486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -5631500.000000 Penalty: 5100.292969
	Iteration 155Q: 3 clusters Score -5631500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -5631515.000000 Penalty: 5100.292969
	Iteration 156Q: 3 clusters Score -5631515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5631513.000000 Penalty: 5100.292969
	Iteration 157Q: 3 clusters Score -5631513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -5631507.000000 Penalty: 5100.292969
	Iteration 158Q: 3 clusters Score -5631507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5631503.000000 Penalty: 5100.292969
	Iteration 159Q: 3 clusters Score -5631503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5631506.500000 Penalty: 5100.292969
	Iteration 160F: 3 clusters Score -5631506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -5631507.500000 Penalty: 5100.292969
	Iteration 161Q: 3 clusters Score -5631508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5631502.000000 Penalty: 5100.292969
	Iteration 162Q: 3 clusters Score -5631502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5631502.500000 Penalty: 5100.292969
	Iteration 163Q: 3 clusters Score -5631502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -5631492.000000 Penalty: 5100.292969
	Iteration 164Q: 3 clusters Score -5631492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5631494.500000 Penalty: 5100.292969
	Iteration 165Q: 3 clusters Score -5631494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5631494.000000 Penalty: 5100.292969
	Iteration 166Q: 3 clusters Score -5631494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5631494.000000 Penalty: 5100.292969
	Iteration 167Q: 3 clusters Score -5631494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5631505.000000 Penalty: 5100.292969
	Iteration 168Q: 3 clusters Score -5631505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5631501.000000 Penalty: 5100.292969
	Iteration 169Q: 3 clusters Score -5631501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5631505.500000 Penalty: 5100.292969
	Iteration 170Q: 3 clusters Score -5631506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5631505.000000 Penalty: 5100.292969
	Iteration 171Q: 3 clusters Score -5631505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5631505.000000 Penalty: 5100.292969
	Iteration 172F: 3 clusters Score -5631505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Entering Unmasked Estep 
Score: -4298093.500000 Penalty: 2465.934570
	Iteration 0F: 2 clusters Score -4298094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -4285496.500000 Penalty: 4931.869141
	Iteration 0F: 3 clusters Score -4285496 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -4290380.000000 Penalty: 4931.869141
	Iteration 1F: 3 clusters Score -4290380 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4290712.500000 Penalty: 4931.869141
	Iteration 2F: 3 clusters Score -4290712 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -4290945.500000 Penalty: 4931.869141
	Iteration 3Q: 3 clusters Score -4290946 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4291124.000000 Penalty: 4931.869141
	Iteration 4Q: 3 clusters Score -4291124 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -4291287.000000 Penalty: 4931.869141
	Iteration 5Q: 3 clusters Score -4291287 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -4291405.500000 Penalty: 4931.869141
	Iteration 6Q: 3 clusters Score -4291406 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4291532.000000 Penalty: 4931.869141
	Iteration 7Q: 3 clusters Score -4291532 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4291604.000000 Penalty: 4931.869141
	Iteration 8Q: 3 clusters Score -4291604 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4291660.500000 Penalty: 4931.869141
	Iteration 9Q: 3 clusters Score -4291660 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4291765.500000 Penalty: 4931.869141
	Iteration 10Q: 3 clusters Score -4291766 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4291820.000000 Penalty: 4931.869141
	Iteration 11Q: 3 clusters Score -4291820 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4291888.000000 Penalty: 4931.869141
	Iteration 12Q: 3 clusters Score -4291888 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4292013.000000 Penalty: 4931.869141
	Iteration 13Q: 3 clusters Score -4292013 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4292151.500000 Penalty: 4931.869141
	Iteration 14Q: 3 clusters Score -4292152 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4292378.000000 Penalty: 4931.869141
	Iteration 15Q: 3 clusters Score -4292378 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4292581.000000 Penalty: 4931.869141
	Iteration 16Q: 3 clusters Score -4292581 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -4292911.000000 Penalty: 4931.869141
	Iteration 17Q: 3 clusters Score -4292911 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4293386.000000 Penalty: 4931.869141
	Iteration 18Q: 3 clusters Score -4293386 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -4293835.000000 Penalty: 4931.869141
	Iteration 19Q: 3 clusters Score -4293835 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4294170.500000 Penalty: 4931.869141
	Iteration 20F: 3 clusters Score -4294170 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4294486.000000 Penalty: 4931.869141
	Iteration 21Q: 3 clusters Score -4294486 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4294776.500000 Penalty: 4931.869141
	Iteration 22Q: 3 clusters Score -4294776 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4294983.000000 Penalty: 4931.869141
	Iteration 23Q: 3 clusters Score -4294983 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4295147.500000 Penalty: 4931.869141
	Iteration 24Q: 3 clusters Score -4295148 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4295255.500000 Penalty: 4931.869141
	Iteration 25Q: 3 clusters Score -4295256 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4295331.000000 Penalty: 4931.869141
	Iteration 26Q: 3 clusters Score -4295331 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4295393.000000 Penalty: 4931.869141
	Iteration 27Q: 3 clusters Score -4295393 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4295453.500000 Penalty: 4931.869141
	Iteration 28Q: 3 clusters Score -4295454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4295516.000000 Penalty: 4931.869141
	Iteration 29Q: 3 clusters Score -4295516 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -4295582.500000 Penalty: 4931.869141
	Iteration 30Q: 3 clusters Score -4295582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4295612.500000 Penalty: 4931.869141
	Iteration 31Q: 3 clusters Score -4295612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4295638.500000 Penalty: 4931.869141
	Iteration 32Q: 3 clusters Score -4295638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4295680.000000 Penalty: 4931.869141
	Iteration 33Q: 3 clusters Score -4295680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4295713.500000 Penalty: 4931.869141
	Iteration 34Q: 3 clusters Score -4295714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4295741.000000 Penalty: 4931.869141
	Iteration 35Q: 3 clusters Score -4295741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4295761.000000 Penalty: 4931.869141
	Iteration 36Q: 3 clusters Score -4295761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4295774.000000 Penalty: 4931.869141
	Iteration 37Q: 3 clusters Score -4295774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4295789.000000 Penalty: 4931.869141
	Iteration 38Q: 3 clusters Score -4295789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4295813.000000 Penalty: 4931.869141
	Iteration 39Q: 3 clusters Score -4295813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4295829.000000 Penalty: 4931.869141
	Iteration 40F: 3 clusters Score -4295829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4295833.000000 Penalty: 4931.869141
	Iteration 41Q: 3 clusters Score -4295833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -4295848.000000 Penalty: 4931.869141
	Iteration 42Q: 3 clusters Score -4295848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4295850.000000 Penalty: 4931.869141
	Iteration 43Q: 3 clusters Score -4295850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -4295860.500000 Penalty: 4931.869141
	Iteration 44Q: 3 clusters Score -4295860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4295866.000000 Penalty: 4931.869141
	Iteration 45Q: 3 clusters Score -4295866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4295870.000000 Penalty: 4931.869141
	Iteration 46Q: 3 clusters Score -4295870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4295875.000000 Penalty: 4931.869141
	Iteration 47Q: 3 clusters Score -4295875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4295880.500000 Penalty: 4931.869141
	Iteration 48Q: 3 clusters Score -4295880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4295888.500000 Penalty: 4931.869141
	Iteration 49Q: 3 clusters Score -4295888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4295891.500000 Penalty: 4931.869141
	Iteration 50Q: 3 clusters Score -4295892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4295891.000000 Penalty: 4931.869141
	Iteration 51Q: 3 clusters Score -4295891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4295898.000000 Penalty: 4931.869141
	Iteration 52Q: 3 clusters Score -4295898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -4295900.000000 Penalty: 4931.869141
	Iteration 53Q: 3 clusters Score -4295900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4295898.500000 Penalty: 4931.869141
	Iteration 54Q: 3 clusters Score -4295898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4295912.000000 Penalty: 4931.869141
	Iteration 55Q: 3 clusters Score -4295912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4295920.500000 Penalty: 4931.869141
	Iteration 56Q: 3 clusters Score -4295920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -4295916.000000 Penalty: 4931.869141
	Iteration 57Q: 3 clusters Score -4295916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4295925.000000 Penalty: 4931.869141
	Iteration 58Q: 3 clusters Score -4295925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4295924.000000 Penalty: 4931.869141
	Iteration 59Q: 3 clusters Score -4295924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4295926.500000 Penalty: 4931.869141
	Iteration 60F: 3 clusters Score -4295926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -4295926.500000 Penalty: 4931.869141
	Iteration 61Q: 3 clusters Score -4295926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4295938.500000 Penalty: 4931.869141
	Iteration 62Q: 3 clusters Score -4295938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4295940.000000 Penalty: 4931.869141
	Iteration 63Q: 3 clusters Score -4295940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4295942.000000 Penalty: 4931.869141
	Iteration 64Q: 3 clusters Score -4295942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -4295945.500000 Penalty: 4931.869141
	Iteration 65Q: 3 clusters Score -4295946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4295945.000000 Penalty: 4931.869141
	Iteration 66Q: 3 clusters Score -4295945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4295948.500000 Penalty: 4931.869141
	Iteration 67Q: 3 clusters Score -4295948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4295952.000000 Penalty: 4931.869141
	Iteration 68Q: 3 clusters Score -4295952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4295952.000000 Penalty: 4931.869141
	Iteration 69F: 3 clusters Score -4295952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Entering Unmasked Estep 
Score: -6491297.500000 Penalty: 2593.599365
	Iteration 0F: 2 clusters Score -6491298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -6468638.500000 Penalty: 5187.198730
	Iteration 0F: 3 clusters Score -6468638 nChanged 15807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -6477184.000000 Penalty: 5187.198730
	Iteration 1F: 3 clusters Score -6477184 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -6477623.000000 Penalty: 5187.198730
	Iteration 2Q: 3 clusters Score -6477623 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -6478077.000000 Penalty: 5187.198730
	Iteration 3Q: 3 clusters Score -6478077 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -6478545.000000 Penalty: 5187.198730
	Iteration 4Q: 3 clusters Score -6478545 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -6479109.500000 Penalty: 5187.198730
	Iteration 5Q: 3 clusters Score -6479110 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6479866.500000 Penalty: 5187.198730
	Iteration 6Q: 3 clusters Score -6479866 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6481054.000000 Penalty: 5187.198730
	Iteration 7F: 3 clusters Score -6481054 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -6482583.500000 Penalty: 5187.198730
	Iteration 8F: 3 clusters Score -6482584 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6484512.500000 Penalty: 5187.198730
	Iteration 9F: 3 clusters Score -6484512 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -6486412.500000 Penalty: 5187.198730
	Iteration 10F: 3 clusters Score -6486412 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -6487668.000000 Penalty: 5187.198730
	Iteration 11Q: 3 clusters Score -6487668 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -6488322.500000 Penalty: 5187.198730
	Iteration 12Q: 3 clusters Score -6488322 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6488666.500000 Penalty: 5187.198730
	Iteration 13Q: 3 clusters Score -6488666 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -6488844.000000 Penalty: 5187.198730
	Iteration 14Q: 3 clusters Score -6488844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6488937.500000 Penalty: 5187.198730
	Iteration 15Q: 3 clusters Score -6488938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -6488994.500000 Penalty: 5187.198730
	Iteration 16Q: 3 clusters Score -6488994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -6489034.000000 Penalty: 5187.198730
	Iteration 17Q: 3 clusters Score -6489034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -6489076.500000 Penalty: 5187.198730
	Iteration 18Q: 3 clusters Score -6489076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6489095.000000 Penalty: 5187.198730
	Iteration 19Q: 3 clusters Score -6489095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -6489104.500000 Penalty: 5187.198730
	Iteration 20F: 3 clusters Score -6489104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -6489108.000000 Penalty: 5187.198730
	Iteration 21Q: 3 clusters Score -6489108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6489113.000000 Penalty: 5187.198730
	Iteration 22Q: 3 clusters Score -6489113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -6489116.500000 Penalty: 5187.198730
	Iteration 23Q: 3 clusters Score -6489116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6489118.500000 Penalty: 5187.198730
	Iteration 24Q: 3 clusters Score -6489118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6489122.500000 Penalty: 5187.198730
	Iteration 25Q: 3 clusters Score -6489122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6489126.500000 Penalty: 5187.198730
	Iteration 26Q: 3 clusters Score -6489126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -6489130.000000 Penalty: 5187.198730
	Iteration 27Q: 3 clusters Score -6489130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -6489133.000000 Penalty: 5187.198730
	Iteration 28Q: 3 clusters Score -6489133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6489131.500000 Penalty: 5187.198730
	Iteration 29Q: 3 clusters Score -6489132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6489130.000000 Penalty: 5187.198730
	Iteration 30Q: 3 clusters Score -6489130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6489130.000000 Penalty: 5187.198730
	Iteration 31F: 3 clusters Score -6489130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -183120.453125 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -183120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181148.156250 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -181148.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181428.437500 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -181428.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181549.546875 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -181549.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -181625.609375 Penalty: 3436.554688
	Iteration 3Q: 3 clusters Score -181625.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181675.953125 Penalty: 3436.554688
	Iteration 4Q: 3 clusters Score -181676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -181717.750000 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -181717.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -181750.281250 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -181750.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -181769.562500 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -181769.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -181780.234375 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -181780.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -181793.781250 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -181793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -181803.937500 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -181803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -181816.093750 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -181816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -181831.156250 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -181831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -181837.515625 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -181837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181843.515625 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -181843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -181851.328125 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -181851.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -181863.140625 Penalty: 3436.554688
	Iteration 16Q: 3 clusters Score -181863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -181872.843750 Penalty: 3436.554688
	Iteration 17Q: 3 clusters Score -181872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -181874.578125 Penalty: 3436.554688
	Iteration 18Q: 3 clusters Score -181874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -181880.859375 Penalty: 3436.554688
	Iteration 19Q: 3 clusters Score -181880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -181885.843750 Penalty: 3436.554688
	Iteration 20F: 3 clusters Score -181885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -181894.484375 Penalty: 3436.554688
	Iteration 21Q: 3 clusters Score -181894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181905.875000 Penalty: 3436.554688
	Iteration 22Q: 3 clusters Score -181905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181915.546875 Penalty: 3436.554688
	Iteration 23Q: 3 clusters Score -181915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -181925.546875 Penalty: 3436.554688
	Iteration 24Q: 3 clusters Score -181925.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -181938.625000 Penalty: 3436.554688
	Iteration 25Q: 3 clusters Score -181938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -181949.421875 Penalty: 3436.554688
	Iteration 26Q: 3 clusters Score -181949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181955.078125 Penalty: 3436.554688
	Iteration 27Q: 3 clusters Score -181955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -181960.234375 Penalty: 3436.554688
	Iteration 28Q: 3 clusters Score -181960.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181963.812500 Penalty: 3436.554688
	Iteration 29Q: 3 clusters Score -181963.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -181964.812500 Penalty: 3436.554688
	Iteration 30Q: 3 clusters Score -181964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -181967.062500 Penalty: 3436.554688
	Iteration 31Q: 3 clusters Score -181967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -181974.156250 Penalty: 3436.554688
	Iteration 32Q: 3 clusters Score -181974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181984.718750 Penalty: 3436.554688
	Iteration 33Q: 3 clusters Score -181984.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181990.453125 Penalty: 3436.554688
	Iteration 34Q: 3 clusters Score -181990.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -181992.796875 Penalty: 3436.554688
	Iteration 35Q: 3 clusters Score -181992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181996.359375 Penalty: 3436.554688
	Iteration 36Q: 3 clusters Score -181996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182004.515625 Penalty: 3436.554688
	Iteration 37Q: 3 clusters Score -182004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -182010.062500 Penalty: 3436.554688
	Iteration 38Q: 3 clusters Score -182010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182013.718750 Penalty: 3436.554688
	Iteration 39Q: 3 clusters Score -182013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -182019.937500 Penalty: 3436.554688
	Iteration 40F: 3 clusters Score -182019.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -182033.343750 Penalty: 3436.554688
	Iteration 41Q: 3 clusters Score -182033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -182040.968750 Penalty: 3436.554688
	Iteration 42Q: 3 clusters Score -182041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -182057.671875 Penalty: 3436.554688
	Iteration 43Q: 3 clusters Score -182057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -182067.546875 Penalty: 3436.554688
	Iteration 44Q: 3 clusters Score -182067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -182077.171875 Penalty: 3436.554688
	Iteration 45Q: 3 clusters Score -182077.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -182082.687500 Penalty: 3436.554688
	Iteration 46Q: 3 clusters Score -182082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -182085.765625 Penalty: 3436.554688
	Iteration 47Q: 3 clusters Score -182085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -182088.703125 Penalty: 3436.554688
	Iteration 48Q: 3 clusters Score -182088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -182089.906250 Penalty: 3436.554688
	Iteration 49Q: 3 clusters Score -182089.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -182089.906250 Penalty: 3436.554688
	Iteration 50F: 3 clusters Score -182089.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1863968.375000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1863968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1856404.375000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1856404 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1858477.875000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1858478 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1858738.750000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1858739 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1858907.125000 Penalty: 4561.737793
	Iteration 3Q: 3 clusters Score -1858907 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1859019.875000 Penalty: 4561.737793
	Iteration 4Q: 3 clusters Score -1859020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1859114.875000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -1859115 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1859191.750000 Penalty: 4561.737793
	Iteration 6Q: 3 clusters Score -1859192 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1859258.125000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -1859258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1859325.750000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1859326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1859398.375000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1859398 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1859473.375000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1859473 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1859533.250000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1859533 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1859609.250000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1859609 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1859673.625000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1859674 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1859746.250000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1859746 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1859828.125000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1859828 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1859925.375000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1859925 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1860034.875000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1860035 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1860155.500000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1860156 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1860283.625000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1860284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1860422.625000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1860423 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1860563.250000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1860563 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1860736.250000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1860736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1860899.250000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1860899 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1861036.125000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1861036 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1861182.375000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1861182 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1861330.250000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1861330 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1861460.000000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1861460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1861578.500000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1861578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1861673.375000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1861673 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1861748.500000 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1861748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1861798.875000 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1861799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1861838.750000 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1861839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1861867.500000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1861868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1861892.500000 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1861892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1861908.875000 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1861909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1861923.750000 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1861924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1861930.625000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1861931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1861937.125000 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1861937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1861941.500000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1861942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1861955.250000 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1861955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1861966.750000 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1861967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1861978.750000 Penalty: 4561.737793
	Iteration 42Q: 3 clusters Score -1861979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1861982.875000 Penalty: 4561.737793
	Iteration 43Q: 3 clusters Score -1861983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1861992.750000 Penalty: 4561.737793
	Iteration 44Q: 3 clusters Score -1861993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1861993.875000 Penalty: 4561.737793
	Iteration 45Q: 3 clusters Score -1861994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1861999.875000 Penalty: 4561.737793
	Iteration 46Q: 3 clusters Score -1862000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1862007.125000 Penalty: 4561.737793
	Iteration 47Q: 3 clusters Score -1862007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1862006.125000 Penalty: 4561.737793
	Iteration 48Q: 3 clusters Score -1862006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1862009.500000 Penalty: 4561.737793
	Iteration 49Q: 3 clusters Score -1862010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1862011.625000 Penalty: 4561.737793
	Iteration 50Q: 3 clusters Score -1862012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1862012.875000 Penalty: 4561.737793
	Iteration 51Q: 3 clusters Score -1862013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1862012.875000 Penalty: 4561.737793
	Iteration 52F: 3 clusters Score -1862013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -227281.890625 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -227281.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -225260.421875 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -225260.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -225689.140625 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -225689.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -225846.953125 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -225847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -225973.031250 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -225973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226119.421875 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -226119.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226200.078125 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -226200.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -226273.875000 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -226273.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226328.671875 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -226328.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -226376.578125 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -226376.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -226435.156250 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -226435.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226487.531250 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -226487.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -226525.171875 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -226525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -226546.234375 Penalty: 3499.007080
	Iteration 12Q: 3 clusters Score -226546.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226564.046875 Penalty: 3499.007080
	Iteration 13Q: 3 clusters Score -226564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226577.453125 Penalty: 3499.007080
	Iteration 14Q: 3 clusters Score -226577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -226580.890625 Penalty: 3499.007080
	Iteration 15Q: 3 clusters Score -226580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226586.468750 Penalty: 3499.007080
	Iteration 16Q: 3 clusters Score -226586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226589.093750 Penalty: 3499.007080
	Iteration 17Q: 3 clusters Score -226589.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226591.406250 Penalty: 3499.007080
	Iteration 18Q: 3 clusters Score -226591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -226594.078125 Penalty: 3499.007080
	Iteration 19Q: 3 clusters Score -226594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226596.125000 Penalty: 3499.007080
	Iteration 20F: 3 clusters Score -226596.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Entering Unmasked Estep 
Score: -6101931.500000 Penalty: 2579.738281
	Iteration 0F: 2 clusters Score -6101932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -6080172.500000 Penalty: 5159.476562
	Iteration 0F: 3 clusters Score -6080172 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -6088311.500000 Penalty: 5159.476562
	Iteration 1F: 3 clusters Score -6088312 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6088890.000000 Penalty: 5159.476562
	Iteration 2Q: 3 clusters Score -6088890 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6089433.000000 Penalty: 5159.476562
	Iteration 3Q: 3 clusters Score -6089433 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6089987.000000 Penalty: 5159.476562
	Iteration 4Q: 3 clusters Score -6089987 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6090607.000000 Penalty: 5159.476562
	Iteration 5Q: 3 clusters Score -6090607 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -6091402.500000 Penalty: 5159.476562
	Iteration 6Q: 3 clusters Score -6091402 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6092344.500000 Penalty: 5159.476562
	Iteration 7Q: 3 clusters Score -6092344 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6093419.000000 Penalty: 5159.476562
	Iteration 8F: 3 clusters Score -6093419 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6094530.500000 Penalty: 5159.476562
	Iteration 9F: 3 clusters Score -6094530 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -6095522.000000 Penalty: 5159.476562
	Iteration 10Q: 3 clusters Score -6095522 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6096203.000000 Penalty: 5159.476562
	Iteration 11Q: 3 clusters Score -6096203 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6096601.000000 Penalty: 5159.476562
	Iteration 12Q: 3 clusters Score -6096601 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6096748.000000 Penalty: 5159.476562
	Iteration 13Q: 3 clusters Score -6096748 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6096872.500000 Penalty: 5159.476562
	Iteration 14Q: 3 clusters Score -6096872 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -6096990.500000 Penalty: 5159.476562
	Iteration 15Q: 3 clusters Score -6096990 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6097056.500000 Penalty: 5159.476562
	Iteration 16Q: 3 clusters Score -6097056 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -6097120.500000 Penalty: 5159.476562
	Iteration 17Q: 3 clusters Score -6097120 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6097163.000000 Penalty: 5159.476562
	Iteration 18Q: 3 clusters Score -6097163 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -6097206.500000 Penalty: 5159.476562
	Iteration 19Q: 3 clusters Score -6097206 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -6097267.500000 Penalty: 5159.476562
	Iteration 20F: 3 clusters Score -6097268 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -6097305.000000 Penalty: 5159.476562
	Iteration 21Q: 3 clusters Score -6097305 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -6097342.000000 Penalty: 5159.476562
	Iteration 22Q: 3 clusters Score -6097342 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6097380.000000 Penalty: 5159.476562
	Iteration 23Q: 3 clusters Score -6097380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6097568 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6097610 nChanged 160
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Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6097658 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6097691 nChanged 166
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Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6098358 nChanged 174
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Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6098426 nChanged 155
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Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6098772 nChanged 121
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Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6098873 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6098918 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6098980 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6099032 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6099074 nChanged 66
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Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6099112 nChanged 62
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Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6099128 nChanged 63
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Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6099175 nChanged 53
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Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6099200 nChanged 49
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6099210 nChanged 40
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Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6099230 nChanged 41
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Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6099268 nChanged 34
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Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6099288 nChanged 39
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6099310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6099336 nChanged 38
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Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6099368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6099390 nChanged 26
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Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6099408 nChanged 24
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Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -6099417.500000 Penalty: 5159.476562
	Iteration 66Q: 3 clusters Score -6099418 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6099434 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6099436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6099445 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6099446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6099452 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6099455 nChanged 7
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Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6099466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6099473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6099470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6099473 nChanged 6
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Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6099480 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6099480 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6099478 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6099478 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6099474 nChanged 2
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Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6099478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -6099481.500000 Penalty: 5159.476562
	Iteration 83Q: 3 clusters Score -6099482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6099476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6099476 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6099482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6099484 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6099488 nChanged 3
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Mstep: Class 1 contains 929 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6099491 nChanged 4
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Mstep: Class 1 contains 927 members 
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	Iteration 90Q: 3 clusters Score -6099497 nChanged 4
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Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6099501 nChanged 7
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Mstep: Class 1 contains 916 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6099505 nChanged 9
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Mstep: Class 1 contains 913 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6099514 nChanged 5
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Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32023 members 
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	Iteration 94Q: 3 clusters Score -6099510 nChanged 10
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Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32031 members 
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	Iteration 95Q: 3 clusters Score -6099509 nChanged 10
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Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6099518 nChanged 11
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Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6099522 nChanged 5
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Mstep: Class 1 contains 884 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6099528 nChanged 4
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Mstep: Class 1 contains 880 members 
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	Iteration 99Q: 3 clusters Score -6099522 nChanged 6
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Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6099529 nChanged 4
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Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 32057 members 
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	Iteration 101Q: 3 clusters Score -6099545 nChanged 4
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Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6099542.500000 Penalty: 5159.476562
	Iteration 102Q: 3 clusters Score -6099542 nChanged 7
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Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32064 members 
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	Iteration 103Q: 3 clusters Score -6099552 nChanged 12
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Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32072 members 
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	Iteration 104Q: 3 clusters Score -6099554 nChanged 8
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Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32078 members 
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	Iteration 105Q: 3 clusters Score -6099554 nChanged 9
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Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6099566 nChanged 10
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Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -6099563.500000 Penalty: 5159.476562
	Iteration 107Q: 3 clusters Score -6099564 nChanged 7
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Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6099558 nChanged 5
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Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6099566 nChanged 3
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Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6099568 nChanged 6
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Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6099570 nChanged 6
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Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6099578 nChanged 7
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Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6099578 nChanged 10
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Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6099591.000000 Penalty: 5159.476562
	Iteration 114Q: 3 clusters Score -6099591 nChanged 7
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Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -6099592.000000 Penalty: 5159.476562
	Iteration 115Q: 3 clusters Score -6099592 nChanged 5
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Mstep: Class 1 contains 784 members 
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Entering Unmasked Estep 
Score: -6099594.500000 Penalty: 5159.476562
	Iteration 116Q: 3 clusters Score -6099594 nChanged 4
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Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -6099592.500000 Penalty: 5159.476562
	Iteration 117Q: 3 clusters Score -6099592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6099592.500000 Penalty: 5159.476562
	Iteration 118Q: 3 clusters Score -6099592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -6099592.000000 Penalty: 5159.476562
	Iteration 119Q: 3 clusters Score -6099592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -6099592.000000 Penalty: 5159.476562
	Iteration 120F: 3 clusters Score -6099592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Entering Unmasked Estep 
Score: -5618725.500000 Penalty: 2540.041016
	Iteration 0F: 2 clusters Score -5618726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5600990.000000 Penalty: 5080.082031
	Iteration 0F: 3 clusters Score -5600990 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -5607719.000000 Penalty: 5080.082031
	Iteration 1F: 3 clusters Score -5607719 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5608092.500000 Penalty: 5080.082031
	Iteration 2Q: 3 clusters Score -5608092 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5608419.500000 Penalty: 5080.082031
	Iteration 3Q: 3 clusters Score -5608420 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5608730.500000 Penalty: 5080.082031
	Iteration 4Q: 3 clusters Score -5608730 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5609054.500000 Penalty: 5080.082031
	Iteration 5Q: 3 clusters Score -5609054 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -5609391.500000 Penalty: 5080.082031
	Iteration 6Q: 3 clusters Score -5609392 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5609797.000000 Penalty: 5080.082031
	Iteration 7Q: 3 clusters Score -5609797 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5610352.500000 Penalty: 5080.082031
	Iteration 8Q: 3 clusters Score -5610352 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -5611006.000000 Penalty: 5080.082031
	Iteration 9Q: 3 clusters Score -5611006 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -5611920.000000 Penalty: 5080.082031
	Iteration 10F: 3 clusters Score -5611920 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5612908.000000 Penalty: 5080.082031
	Iteration 11F: 3 clusters Score -5612908 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5613888.000000 Penalty: 5080.082031
	Iteration 12Q: 3 clusters Score -5613888 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -5614938.000000 Penalty: 5080.082031
	Iteration 13Q: 3 clusters Score -5614938 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5615644.000000 Penalty: 5080.082031
	Iteration 14Q: 3 clusters Score -5615644 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5616113.500000 Penalty: 5080.082031
	Iteration 15Q: 3 clusters Score -5616114 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -5616379.500000 Penalty: 5080.082031
	Iteration 16Q: 3 clusters Score -5616380 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5616532.500000 Penalty: 5080.082031
	Iteration 17Q: 3 clusters Score -5616532 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -5616649.000000 Penalty: 5080.082031
	Iteration 18Q: 3 clusters Score -5616649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5616731.000000 Penalty: 5080.082031
	Iteration 19Q: 3 clusters Score -5616731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -5616815.500000 Penalty: 5080.082031
	Iteration 20F: 3 clusters Score -5616816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -5616847.000000 Penalty: 5080.082031
	Iteration 21Q: 3 clusters Score -5616847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -5616859.000000 Penalty: 5080.082031
	Iteration 22Q: 3 clusters Score -5616859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5616870.000000 Penalty: 5080.082031
	Iteration 23Q: 3 clusters Score -5616870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5616876.000000 Penalty: 5080.082031
	Iteration 24Q: 3 clusters Score -5616876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -5616885.500000 Penalty: 5080.082031
	Iteration 25Q: 3 clusters Score -5616886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5616895.000000 Penalty: 5080.082031
	Iteration 26Q: 3 clusters Score -5616895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5616899.500000 Penalty: 5080.082031
	Iteration 27Q: 3 clusters Score -5616900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5616898.000000 Penalty: 5080.082031
	Iteration 28Q: 3 clusters Score -5616898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5616910.500000 Penalty: 5080.082031
	Iteration 29Q: 3 clusters Score -5616910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5616920.000000 Penalty: 5080.082031
	Iteration 30Q: 3 clusters Score -5616920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5616915.000000 Penalty: 5080.082031
	Iteration 31Q: 3 clusters Score -5616915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5616922.000000 Penalty: 5080.082031
	Iteration 32Q: 3 clusters Score -5616922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -5616931.000000 Penalty: 5080.082031
	Iteration 33Q: 3 clusters Score -5616931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -5616926.000000 Penalty: 5080.082031
	Iteration 34Q: 3 clusters Score -5616926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -5616934.000000 Penalty: 5080.082031
	Iteration 35Q: 3 clusters Score -5616934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5616936.000000 Penalty: 5080.082031
	Iteration 36Q: 3 clusters Score -5616936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5616934.000000 Penalty: 5080.082031
	Iteration 37Q: 3 clusters Score -5616934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5616941.500000 Penalty: 5080.082031
	Iteration 38Q: 3 clusters Score -5616942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -5616935.000000 Penalty: 5080.082031
	Iteration 39Q: 3 clusters Score -5616935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5616936.000000 Penalty: 5080.082031
	Iteration 40F: 3 clusters Score -5616936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5616938.000000 Penalty: 5080.082031
	Iteration 41Q: 3 clusters Score -5616938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5616935.500000 Penalty: 5080.082031
	Iteration 42Q: 3 clusters Score -5616936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -5616933.500000 Penalty: 5080.082031
	Iteration 43Q: 3 clusters Score -5616934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5616929.000000 Penalty: 5080.082031
	Iteration 44Q: 3 clusters Score -5616929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -5616933.000000 Penalty: 5080.082031
	Iteration 45Q: 3 clusters Score -5616933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5616932.500000 Penalty: 5080.082031
	Iteration 46Q: 3 clusters Score -5616932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5616932.500000 Penalty: 5080.082031
	Iteration 47F: 3 clusters Score -5616932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Entering Unmasked Estep 
Score: -4898529.000000 Penalty: 2502.692383
	Iteration 0F: 2 clusters Score -4898529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4882951.500000 Penalty: 5005.384766
	Iteration 0F: 3 clusters Score -4882952 nChanged 10777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4888734.000000 Penalty: 5005.384766
	Iteration 1F: 3 clusters Score -4888734 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4889152.500000 Penalty: 5005.384766
	Iteration 2F: 3 clusters Score -4889152 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4889532.000000 Penalty: 5005.384766
	Iteration 3Q: 3 clusters Score -4889532 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4889998.500000 Penalty: 5005.384766
	Iteration 4Q: 3 clusters Score -4889998 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4890615.000000 Penalty: 5005.384766
	Iteration 5F: 3 clusters Score -4890615 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -4891439.500000 Penalty: 5005.384766
	Iteration 6F: 3 clusters Score -4891440 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -4892437.500000 Penalty: 5005.384766
	Iteration 7F: 3 clusters Score -4892438 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -4893425.500000 Penalty: 5005.384766
	Iteration 8F: 3 clusters Score -4893426 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4894391.000000 Penalty: 5005.384766
	Iteration 9Q: 3 clusters Score -4894391 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4895174.000000 Penalty: 5005.384766
	Iteration 10Q: 3 clusters Score -4895174 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4895820.500000 Penalty: 5005.384766
	Iteration 11Q: 3 clusters Score -4895820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4896206.500000 Penalty: 5005.384766
	Iteration 12Q: 3 clusters Score -4896206 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4896418.500000 Penalty: 5005.384766
	Iteration 13Q: 3 clusters Score -4896418 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4896572.500000 Penalty: 5005.384766
	Iteration 14Q: 3 clusters Score -4896572 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4896705.500000 Penalty: 5005.384766
	Iteration 15Q: 3 clusters Score -4896706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4896775.000000 Penalty: 5005.384766
	Iteration 16Q: 3 clusters Score -4896775 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4896857.500000 Penalty: 5005.384766
	Iteration 17Q: 3 clusters Score -4896858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4896911.500000 Penalty: 5005.384766
	Iteration 18Q: 3 clusters Score -4896912 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4896972.500000 Penalty: 5005.384766
	Iteration 19Q: 3 clusters Score -4896972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -4897006.500000 Penalty: 5005.384766
	Iteration 20F: 3 clusters Score -4897006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4897012.500000 Penalty: 5005.384766
	Iteration 21Q: 3 clusters Score -4897012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4897020.500000 Penalty: 5005.384766
	Iteration 22Q: 3 clusters Score -4897020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4897037.000000 Penalty: 5005.384766
	Iteration 23Q: 3 clusters Score -4897037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4897032.000000 Penalty: 5005.384766
	Iteration 24Q: 3 clusters Score -4897032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4897047.500000 Penalty: 5005.384766
	Iteration 25Q: 3 clusters Score -4897048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4897056.500000 Penalty: 5005.384766
	Iteration 26Q: 3 clusters Score -4897056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -4897064.000000 Penalty: 5005.384766
	Iteration 27Q: 3 clusters Score -4897064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -4897069.500000 Penalty: 5005.384766
	Iteration 28Q: 3 clusters Score -4897070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4897078.500000 Penalty: 5005.384766
	Iteration 29Q: 3 clusters Score -4897078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4897088.500000 Penalty: 5005.384766
	Iteration 30Q: 3 clusters Score -4897088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -4897084.000000 Penalty: 5005.384766
	Iteration 31Q: 3 clusters Score -4897084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4897095.000000 Penalty: 5005.384766
	Iteration 32Q: 3 clusters Score -4897095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4897099.500000 Penalty: 5005.384766
	Iteration 33Q: 3 clusters Score -4897100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4897108.000000 Penalty: 5005.384766
	Iteration 34Q: 3 clusters Score -4897108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4897111.500000 Penalty: 5005.384766
	Iteration 35Q: 3 clusters Score -4897112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4897122.500000 Penalty: 5005.384766
	Iteration 36Q: 3 clusters Score -4897122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4897116.000000 Penalty: 5005.384766
	Iteration 37Q: 3 clusters Score -4897116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4897118.500000 Penalty: 5005.384766
	Iteration 38Q: 3 clusters Score -4897118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4897124.000000 Penalty: 5005.384766
	Iteration 39Q: 3 clusters Score -4897124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4897127.500000 Penalty: 5005.384766
	Iteration 40F: 3 clusters Score -4897128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4897133.000000 Penalty: 5005.384766
	Iteration 41Q: 3 clusters Score -4897133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4897129.500000 Penalty: 5005.384766
	Iteration 42Q: 3 clusters Score -4897130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4897131.500000 Penalty: 5005.384766
	Iteration 43Q: 3 clusters Score -4897132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -4897129.000000 Penalty: 5005.384766
	Iteration 44Q: 3 clusters Score -4897129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4897130.500000 Penalty: 5005.384766
	Iteration 45Q: 3 clusters Score -4897130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4897124.500000 Penalty: 5005.384766
	Iteration 46Q: 3 clusters Score -4897124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4897131.500000 Penalty: 5005.384766
	Iteration 47Q: 3 clusters Score -4897132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4897128.500000 Penalty: 5005.384766
	Iteration 48Q: 3 clusters Score -4897128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4897133.000000 Penalty: 5005.384766
	Iteration 49Q: 3 clusters Score -4897133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4897134.000000 Penalty: 5005.384766
	Iteration 50Q: 3 clusters Score -4897134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -4897134.000000 Penalty: 5005.384766
	Iteration 51F: 3 clusters Score -4897134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Entering Unmasked Estep 
Score: -8156154.000000 Penalty: 2650.172119
	Iteration 0F: 2 clusters Score -8156154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -8127908.000000 Penalty: 5300.344238
	Iteration 0F: 3 clusters Score -8127908 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -8138900.500000 Penalty: 5300.344238
	Iteration 1F: 3 clusters Score -8138900 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -8139641.500000 Penalty: 5300.344238
	Iteration 2Q: 3 clusters Score -8139642 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8140348.000000 Penalty: 5300.344238
	Iteration 3Q: 3 clusters Score -8140348 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8141163.000000 Penalty: 5300.344238
	Iteration 4Q: 3 clusters Score -8141163 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -8142214.500000 Penalty: 5300.344238
	Iteration 5Q: 3 clusters Score -8142214 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -8143407.000000 Penalty: 5300.344238
	Iteration 6F: 3 clusters Score -8143407 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -8144811.500000 Penalty: 5300.344238
	Iteration 7F: 3 clusters Score -8144812 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -8146303.000000 Penalty: 5300.344238
	Iteration 8F: 3 clusters Score -8146303 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -8147655.000000 Penalty: 5300.344238
	Iteration 9F: 3 clusters Score -8147655 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -8148588.500000 Penalty: 5300.344238
	Iteration 10Q: 3 clusters Score -8148588 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -8149150.500000 Penalty: 5300.344238
	Iteration 11Q: 3 clusters Score -8149150 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -8149533.000000 Penalty: 5300.344238
	Iteration 12Q: 3 clusters Score -8149533 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -8149814.000000 Penalty: 5300.344238
	Iteration 13Q: 3 clusters Score -8149814 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -8150025.500000 Penalty: 5300.344238
	Iteration 14Q: 3 clusters Score -8150026 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -8150224.000000 Penalty: 5300.344238
	Iteration 15Q: 3 clusters Score -8150224 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -8150467.000000 Penalty: 5300.344238
	Iteration 16Q: 3 clusters Score -8150467 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -8150690.000000 Penalty: 5300.344238
	Iteration 17Q: 3 clusters Score -8150690 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -8150917.500000 Penalty: 5300.344238
	Iteration 18Q: 3 clusters Score -8150918 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -8151083.500000 Penalty: 5300.344238
	Iteration 19Q: 3 clusters Score -8151084 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -8151280.500000 Penalty: 5300.344238
	Iteration 20F: 3 clusters Score -8151280 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -8151421.000000 Penalty: 5300.344238
	Iteration 21Q: 3 clusters Score -8151421 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -8151564.000000 Penalty: 5300.344238
	Iteration 22Q: 3 clusters Score -8151564 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -8151700.000000 Penalty: 5300.344238
	Iteration 23Q: 3 clusters Score -8151700 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -8151891.500000 Penalty: 5300.344238
	Iteration 24Q: 3 clusters Score -8151892 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -8152015.000000 Penalty: 5300.344238
	Iteration 25Q: 3 clusters Score -8152015 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -8152182.500000 Penalty: 5300.344238
	Iteration 26Q: 3 clusters Score -8152182 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8152307.500000 Penalty: 5300.344238
	Iteration 27Q: 3 clusters Score -8152308 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -8152475.500000 Penalty: 5300.344238
	Iteration 28Q: 3 clusters Score -8152476 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -8152639.000000 Penalty: 5300.344238
	Iteration 29Q: 3 clusters Score -8152639 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -8152807.000000 Penalty: 5300.344238
	Iteration 30Q: 3 clusters Score -8152807 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8153003.000000 Penalty: 5300.344238
	Iteration 31Q: 3 clusters Score -8153003 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8153163.500000 Penalty: 5300.344238
	Iteration 32Q: 3 clusters Score -8153164 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8153311.500000 Penalty: 5300.344238
	Iteration 33Q: 3 clusters Score -8153312 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8153410.500000 Penalty: 5300.344238
	Iteration 34Q: 3 clusters Score -8153410 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8153522.500000 Penalty: 5300.344238
	Iteration 35Q: 3 clusters Score -8153522 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8153618.000000 Penalty: 5300.344238
	Iteration 36Q: 3 clusters Score -8153618 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8153673.500000 Penalty: 5300.344238
	Iteration 37Q: 3 clusters Score -8153674 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8153694.500000 Penalty: 5300.344238
	Iteration 38Q: 3 clusters Score -8153694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8153744.500000 Penalty: 5300.344238
	Iteration 39Q: 3 clusters Score -8153744 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8153764.500000 Penalty: 5300.344238
	Iteration 40F: 3 clusters Score -8153764 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8153825.500000 Penalty: 5300.344238
	Iteration 41Q: 3 clusters Score -8153826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8153872.000000 Penalty: 5300.344238
	Iteration 42Q: 3 clusters Score -8153872 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8153906.500000 Penalty: 5300.344238
	Iteration 43Q: 3 clusters Score -8153906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8153938.000000 Penalty: 5300.344238
	Iteration 44Q: 3 clusters Score -8153938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8153958.500000 Penalty: 5300.344238
	Iteration 45Q: 3 clusters Score -8153958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8154004.500000 Penalty: 5300.344238
	Iteration 46Q: 3 clusters Score -8154004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8154013.000000 Penalty: 5300.344238
	Iteration 47Q: 3 clusters Score -8154013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8154014.500000 Penalty: 5300.344238
	Iteration 48Q: 3 clusters Score -8154014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8154020.500000 Penalty: 5300.344238
	Iteration 49Q: 3 clusters Score -8154020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8154040.000000 Penalty: 5300.344238
	Iteration 50Q: 3 clusters Score -8154040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8154043.000000 Penalty: 5300.344238
	Iteration 51Q: 3 clusters Score -8154043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8154038.000000 Penalty: 5300.344238
	Iteration 52Q: 3 clusters Score -8154038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8154047.000000 Penalty: 5300.344238
	Iteration 53Q: 3 clusters Score -8154047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8154044.500000 Penalty: 5300.344238
	Iteration 54Q: 3 clusters Score -8154044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8154050.500000 Penalty: 5300.344238
	Iteration 55Q: 3 clusters Score -8154050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8154053.500000 Penalty: 5300.344238
	Iteration 56Q: 3 clusters Score -8154054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8154048.000000 Penalty: 5300.344238
	Iteration 57Q: 3 clusters Score -8154048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8154039.500000 Penalty: 5300.344238
	Iteration 58Q: 3 clusters Score -8154040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8154040.500000 Penalty: 5300.344238
	Iteration 59Q: 3 clusters Score -8154040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8154040.500000 Penalty: 5300.344238
	Iteration 60F: 3 clusters Score -8154040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -126010.687500 Penalty: 1647.013184
	Iteration 0F: 2 clusters Score -126010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124290.750000 Penalty: 3294.026367
	Iteration 0F: 3 clusters Score -124290.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -124743.546875 Penalty: 3294.026367
	Iteration 1F: 3 clusters Score -124743.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124890.320312 Penalty: 3294.026367
	Iteration 2F: 3 clusters Score -124890.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124966.781250 Penalty: 3294.026367
	Iteration 3Q: 3 clusters Score -124966.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124997.773438 Penalty: 3294.026367
	Iteration 4Q: 3 clusters Score -124997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125026.554688 Penalty: 3294.026367
	Iteration 5Q: 3 clusters Score -125026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125035.742188 Penalty: 3294.026367
	Iteration 6Q: 3 clusters Score -125035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -125038.265625 Penalty: 3294.026367
	Iteration 7Q: 3 clusters Score -125038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125044.445312 Penalty: 3294.026367
	Iteration 8Q: 3 clusters Score -125044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125048.906250 Penalty: 3294.026367
	Iteration 9Q: 3 clusters Score -125048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125052.546875 Penalty: 3294.026367
	Iteration 10Q: 3 clusters Score -125052.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125054.875000 Penalty: 3294.026367
	Iteration 11Q: 3 clusters Score -125054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125060.632812 Penalty: 3294.026367
	Iteration 12Q: 3 clusters Score -125060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125063.843750 Penalty: 3294.026367
	Iteration 13Q: 3 clusters Score -125063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -125072.859375 Penalty: 3294.026367
	Iteration 14Q: 3 clusters Score -125072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -125075.875000 Penalty: 3294.026367
	Iteration 15Q: 3 clusters Score -125075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125077.367188 Penalty: 3294.026367
	Iteration 16Q: 3 clusters Score -125077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125077.367188 Penalty: 3294.026367
	Iteration 17F: 3 clusters Score -125077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Entering Unmasked Estep 
Score: -5022237.500000 Penalty: 2530.435791
	Iteration 0F: 2 clusters Score -5022238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -5004033.500000 Penalty: 5060.871582
	Iteration 0F: 3 clusters Score -5004034 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -5010450.500000 Penalty: 5060.871582
	Iteration 1F: 3 clusters Score -5010450 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5010880.000000 Penalty: 5060.871582
	Iteration 2Q: 3 clusters Score -5010880 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5011191.000000 Penalty: 5060.871582
	Iteration 3Q: 3 clusters Score -5011191 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -5011577.000000 Penalty: 5060.871582
	Iteration 4Q: 3 clusters Score -5011577 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -5011898.500000 Penalty: 5060.871582
	Iteration 5Q: 3 clusters Score -5011898 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -5012249.500000 Penalty: 5060.871582
	Iteration 6Q: 3 clusters Score -5012250 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5012690.500000 Penalty: 5060.871582
	Iteration 7Q: 3 clusters Score -5012690 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -5013374.500000 Penalty: 5060.871582
	Iteration 8Q: 3 clusters Score -5013374 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -5014211.000000 Penalty: 5060.871582
	Iteration 9F: 3 clusters Score -5014211 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5015333.500000 Penalty: 5060.871582
	Iteration 10F: 3 clusters Score -5015334 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5016661.000000 Penalty: 5060.871582
	Iteration 11F: 3 clusters Score -5016661 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -5017805.500000 Penalty: 5060.871582
	Iteration 12F: 3 clusters Score -5017806 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5018636.500000 Penalty: 5060.871582
	Iteration 13Q: 3 clusters Score -5018636 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5019157.000000 Penalty: 5060.871582
	Iteration 14Q: 3 clusters Score -5019157 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5019527.000000 Penalty: 5060.871582
	Iteration 15Q: 3 clusters Score -5019527 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5019712.500000 Penalty: 5060.871582
	Iteration 16Q: 3 clusters Score -5019712 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5019824.000000 Penalty: 5060.871582
	Iteration 17Q: 3 clusters Score -5019824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5019901.000000 Penalty: 5060.871582
	Iteration 18Q: 3 clusters Score -5019901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5019923.000000 Penalty: 5060.871582
	Iteration 19Q: 3 clusters Score -5019923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5019964.000000 Penalty: 5060.871582
	Iteration 20F: 3 clusters Score -5019964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5019991.000000 Penalty: 5060.871582
	Iteration 21Q: 3 clusters Score -5019991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5019997.500000 Penalty: 5060.871582
	Iteration 22Q: 3 clusters Score -5019998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5020012.000000 Penalty: 5060.871582
	Iteration 23Q: 3 clusters Score -5020012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5020017.000000 Penalty: 5060.871582
	Iteration 24Q: 3 clusters Score -5020017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5020018.500000 Penalty: 5060.871582
	Iteration 25Q: 3 clusters Score -5020018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5020018.500000 Penalty: 5060.871582
	Iteration 26F: 3 clusters Score -5020018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (28576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Entering Unmasked Estep 
Score: -5890530.500000 Penalty: 2544.560059
	Iteration 0F: 2 clusters Score -5890530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5875630.000000 Penalty: 5089.120117
	Iteration 0F: 3 clusters Score -5875630 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -5882519.000000 Penalty: 5089.120117
	Iteration 1F: 3 clusters Score -5882519 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -5882911.500000 Penalty: 5089.120117
	Iteration 2F: 3 clusters Score -5882912 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5883401.000000 Penalty: 5089.120117
	Iteration 3Q: 3 clusters Score -5883401 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5883821.000000 Penalty: 5089.120117
	Iteration 4Q: 3 clusters Score -5883821 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5884328.000000 Penalty: 5089.120117
	Iteration 5Q: 3 clusters Score -5884328 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5884776.500000 Penalty: 5089.120117
	Iteration 6Q: 3 clusters Score -5884776 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -5885354.000000 Penalty: 5089.120117
	Iteration 7Q: 3 clusters Score -5885354 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5885910.500000 Penalty: 5089.120117
	Iteration 8Q: 3 clusters Score -5885910 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -5886323.000000 Penalty: 5089.120117
	Iteration 9Q: 3 clusters Score -5886323 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5886714.000000 Penalty: 5089.120117
	Iteration 10Q: 3 clusters Score -5886714 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5887149.500000 Penalty: 5089.120117
	Iteration 11Q: 3 clusters Score -5887150 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -5887587.000000 Penalty: 5089.120117
	Iteration 12Q: 3 clusters Score -5887587 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -5888089.500000 Penalty: 5089.120117
	Iteration 13Q: 3 clusters Score -5888090 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5888439.000000 Penalty: 5089.120117
	Iteration 14Q: 3 clusters Score -5888439 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -5888693.000000 Penalty: 5089.120117
	Iteration 15Q: 3 clusters Score -5888693 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5888921.000000 Penalty: 5089.120117
	Iteration 16Q: 3 clusters Score -5888921 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5889066.500000 Penalty: 5089.120117
	Iteration 17Q: 3 clusters Score -5889066 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -5889202.500000 Penalty: 5089.120117
	Iteration 18Q: 3 clusters Score -5889202 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -5889316.000000 Penalty: 5089.120117
	Iteration 19Q: 3 clusters Score -5889316 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5889405.500000 Penalty: 5089.120117
	Iteration 20F: 3 clusters Score -5889406 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5889520.000000 Penalty: 5089.120117
	Iteration 21Q: 3 clusters Score -5889520 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5889613.000000 Penalty: 5089.120117
	Iteration 22Q: 3 clusters Score -5889613 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5889725.500000 Penalty: 5089.120117
	Iteration 23Q: 3 clusters Score -5889726 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -5889816.000000 Penalty: 5089.120117
	Iteration 24Q: 3 clusters Score -5889816 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -5889885.500000 Penalty: 5089.120117
	Iteration 25Q: 3 clusters Score -5889886 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5889972.000000 Penalty: 5089.120117
	Iteration 26Q: 3 clusters Score -5889972 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5890040.500000 Penalty: 5089.120117
	Iteration 27Q: 3 clusters Score -5890040 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -5890133.000000 Penalty: 5089.120117
	Iteration 28Q: 3 clusters Score -5890133 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5890235.000000 Penalty: 5089.120117
	Iteration 29Q: 3 clusters Score -5890235 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -5890310.000000 Penalty: 5089.120117
	Iteration 30Q: 3 clusters Score -5890310 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -5890393.000000 Penalty: 5089.120117
	Iteration 31Q: 3 clusters Score -5890393 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5890449.000000 Penalty: 5089.120117
	Iteration 32Q: 3 clusters Score -5890449 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5890488.500000 Penalty: 5089.120117
	Iteration 33Q: 3 clusters Score -5890488 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -5890569.500000 Penalty: 5089.120117
	Iteration 34Q: 3 clusters Score -5890570 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -5890605.500000 Penalty: 5089.120117
	Iteration 35Q: 3 clusters Score -5890606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -5890629.000000 Penalty: 5089.120117
	Iteration 36Q: 3 clusters Score -5890629 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5890663.000000 Penalty: 5089.120117
	Iteration 37Q: 3 clusters Score -5890663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5890683.000000 Penalty: 5089.120117
	Iteration 38Q: 3 clusters Score -5890683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -5890688.500000 Penalty: 5089.120117
	Iteration 39Q: 3 clusters Score -5890688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5890692.000000 Penalty: 5089.120117
	Iteration 40F: 3 clusters Score -5890692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5890699.500000 Penalty: 5089.120117
	Iteration 41Q: 3 clusters Score -5890700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5890708.500000 Penalty: 5089.120117
	Iteration 42Q: 3 clusters Score -5890708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5890703.500000 Penalty: 5089.120117
	Iteration 43Q: 3 clusters Score -5890704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5890711.500000 Penalty: 5089.120117
	Iteration 44Q: 3 clusters Score -5890712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5890703.000000 Penalty: 5089.120117
	Iteration 45Q: 3 clusters Score -5890703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -5890704.000000 Penalty: 5089.120117
	Iteration 46Q: 3 clusters Score -5890704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -5890699.500000 Penalty: 5089.120117
	Iteration 47Q: 3 clusters Score -5890700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5890709.500000 Penalty: 5089.120117
	Iteration 48Q: 3 clusters Score -5890710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -5890716.000000 Penalty: 5089.120117
	Iteration 49Q: 3 clusters Score -5890716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -5890703.000000 Penalty: 5089.120117
	Iteration 50Q: 3 clusters Score -5890703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5890703.000000 Penalty: 5089.120117
	Iteration 51Q: 3 clusters Score -5890703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5890684.500000 Penalty: 5089.120117
	Iteration 52Q: 3 clusters Score -5890684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -5890689.000000 Penalty: 5089.120117
	Iteration 53Q: 3 clusters Score -5890689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -5890690.500000 Penalty: 5089.120117
	Iteration 54Q: 3 clusters Score -5890690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5890702.500000 Penalty: 5089.120117
	Iteration 55Q: 3 clusters Score -5890702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5890709.000000 Penalty: 5089.120117
	Iteration 56Q: 3 clusters Score -5890709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -5890720.000000 Penalty: 5089.120117
	Iteration 57Q: 3 clusters Score -5890720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -5890711.000000 Penalty: 5089.120117
	Iteration 58Q: 3 clusters Score -5890711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -5890713.500000 Penalty: 5089.120117
	Iteration 59Q: 3 clusters Score -5890714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -5890715.000000 Penalty: 5089.120117
	Iteration 60F: 3 clusters Score -5890715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5890715.000000 Penalty: 5089.120117
	Iteration 61Q: 3 clusters Score -5890715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -5890711.500000 Penalty: 5089.120117
	Iteration 62Q: 3 clusters Score -5890712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5890710.500000 Penalty: 5089.120117
	Iteration 63Q: 3 clusters Score -5890710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5890716.000000 Penalty: 5089.120117
	Iteration 64Q: 3 clusters Score -5890716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -5890718.500000 Penalty: 5089.120117
	Iteration 65Q: 3 clusters Score -5890718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5890714.000000 Penalty: 5089.120117
	Iteration 66Q: 3 clusters Score -5890714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5890724.000000 Penalty: 5089.120117
	Iteration 67Q: 3 clusters Score -5890724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5890723.500000 Penalty: 5089.120117
	Iteration 68Q: 3 clusters Score -5890724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5890718.500000 Penalty: 5089.120117
	Iteration 69Q: 3 clusters Score -5890718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5890718.500000 Penalty: 5089.120117
	Iteration 70F: 3 clusters Score -5890718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 31882 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 28350 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15167 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 34286 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29227 members 
Mstep: Class 13 contains 20812 members 
Mstep: Class 14 contains 34824 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 32931 members 
Mstep: Class 19 contains 28060 members 
Mstep: Class 20 contains 24137 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26994 members 
Mstep: Class 24 contains 11910 members 
Mstep: Class 25 contains 33458 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31939 members 
Mstep: Class 28 contains 18423 members 
Mstep: Class 29 contains 28006 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1688 members 
Mstep: Class 32 contains 27130 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 24378 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26699 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19705 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29471 members 
Mstep: Class 41 contains 24589 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21811 members 
Mstep: Class 44 contains 29296 members 
Mstep: Class 45 contains 29423 members 
Mstep: Class 46 contains 26037 members 
Mstep: Class 47 contains 16666 members 
Entering Unmasked Estep 
Score: -177465136.000000 Penalty: 160116.750000
Splitting cluster 24 changes total score from -177467552.000000 to -177465136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Entering Unmasked Estep 
Score: -6452025.000000 Penalty: 2583.675293
	Iteration 0F: 2 clusters Score -6452025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -6431979.000000 Penalty: 5167.350586
	Iteration 0F: 3 clusters Score -6431979 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -6440065.000000 Penalty: 5167.350586
	Iteration 1F: 3 clusters Score -6440065 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6440596.000000 Penalty: 5167.350586
	Iteration 2Q: 3 clusters Score -6440596 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6441039.500000 Penalty: 5167.350586
	Iteration 3Q: 3 clusters Score -6441040 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -6441492.500000 Penalty: 5167.350586
	Iteration 4Q: 3 clusters Score -6441492 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -6442085.000000 Penalty: 5167.350586
	Iteration 5Q: 3 clusters Score -6442085 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6442876.000000 Penalty: 5167.350586
	Iteration 6F: 3 clusters Score -6442876 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6443987.500000 Penalty: 5167.350586
	Iteration 7F: 3 clusters Score -6443988 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6445342.000000 Penalty: 5167.350586
	Iteration 8F: 3 clusters Score -6445342 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -6446753.000000 Penalty: 5167.350586
	Iteration 9F: 3 clusters Score -6446753 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6447862.500000 Penalty: 5167.350586
	Iteration 10F: 3 clusters Score -6447862 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -6448529.000000 Penalty: 5167.350586
	Iteration 11Q: 3 clusters Score -6448529 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6448980.000000 Penalty: 5167.350586
	Iteration 12Q: 3 clusters Score -6448980 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -6449290.000000 Penalty: 5167.350586
	Iteration 13Q: 3 clusters Score -6449290 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -6449542.500000 Penalty: 5167.350586
	Iteration 14Q: 3 clusters Score -6449542 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -6449609.000000 Penalty: 5167.350586
	Iteration 15Q: 3 clusters Score -6449609 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -6449695.500000 Penalty: 5167.350586
	Iteration 16Q: 3 clusters Score -6449696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6449756.000000 Penalty: 5167.350586
	Iteration 17Q: 3 clusters Score -6449756 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -6449790.500000 Penalty: 5167.350586
	Iteration 18Q: 3 clusters Score -6449790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6449809.000000 Penalty: 5167.350586
	Iteration 19Q: 3 clusters Score -6449809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6449835.000000 Penalty: 5167.350586
	Iteration 20F: 3 clusters Score -6449835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -6449851.500000 Penalty: 5167.350586
	Iteration 21Q: 3 clusters Score -6449852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -6449862.000000 Penalty: 5167.350586
	Iteration 22Q: 3 clusters Score -6449862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -6449856.500000 Penalty: 5167.350586
	Iteration 23Q: 3 clusters Score -6449856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -6449853.500000 Penalty: 5167.350586
	Iteration 24Q: 3 clusters Score -6449854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -6449857.500000 Penalty: 5167.350586
	Iteration 25Q: 3 clusters Score -6449858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -6449869.500000 Penalty: 5167.350586
	Iteration 26Q: 3 clusters Score -6449870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -6449874.000000 Penalty: 5167.350586
	Iteration 27Q: 3 clusters Score -6449874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6449874.500000 Penalty: 5167.350586
	Iteration 28Q: 3 clusters Score -6449874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -6449881.500000 Penalty: 5167.350586
	Iteration 29Q: 3 clusters Score -6449882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6449874.500000 Penalty: 5167.350586
	Iteration 30Q: 3 clusters Score -6449874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6449869.000000 Penalty: 5167.350586
	Iteration 31Q: 3 clusters Score -6449869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6449869.000000 Penalty: 5167.350586
	Iteration 32F: 3 clusters Score -6449869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -27610.568359 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -27610.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26732.677734 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -26732.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -26837.777344 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -26837.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26851.945312 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -26851.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26857.042969 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -26857.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -26857.042969 Penalty: 2591.970215
	Iteration 4F: 3 clusters Score -26857.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (31939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Entering Unmasked Estep 
Score: -6165937.000000 Penalty: 2572.152588
	Iteration 0F: 2 clusters Score -6165937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6146117.000000 Penalty: 5144.305176
	Iteration 0F: 3 clusters Score -6146117 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6153841.500000 Penalty: 5144.305176
	Iteration 1F: 3 clusters Score -6153842 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -6154259.000000 Penalty: 5144.305176
	Iteration 2Q: 3 clusters Score -6154259 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -6154594.500000 Penalty: 5144.305176
	Iteration 3Q: 3 clusters Score -6154594 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -6154901.000000 Penalty: 5144.305176
	Iteration 4Q: 3 clusters Score -6154901 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -6155177.500000 Penalty: 5144.305176
	Iteration 5Q: 3 clusters Score -6155178 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -6155490.500000 Penalty: 5144.305176
	Iteration 6Q: 3 clusters Score -6155490 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -6155764.000000 Penalty: 5144.305176
	Iteration 7Q: 3 clusters Score -6155764 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6156164.500000 Penalty: 5144.305176
	Iteration 8Q: 3 clusters Score -6156164 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -6156701.500000 Penalty: 5144.305176
	Iteration 9Q: 3 clusters Score -6156702 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -6157363.000000 Penalty: 5144.305176
	Iteration 10Q: 3 clusters Score -6157363 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6158434.000000 Penalty: 5144.305176
	Iteration 11Q: 3 clusters Score -6158434 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -6159668.500000 Penalty: 5144.305176
	Iteration 12Q: 3 clusters Score -6159668 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -6160947.000000 Penalty: 5144.305176
	Iteration 13Q: 3 clusters Score -6160947 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6162048.500000 Penalty: 5144.305176
	Iteration 14Q: 3 clusters Score -6162048 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6162841.500000 Penalty: 5144.305176
	Iteration 15Q: 3 clusters Score -6162842 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6163226.000000 Penalty: 5144.305176
	Iteration 16Q: 3 clusters Score -6163226 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -6163488.000000 Penalty: 5144.305176
	Iteration 17Q: 3 clusters Score -6163488 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6163652.500000 Penalty: 5144.305176
	Iteration 18Q: 3 clusters Score -6163652 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6163704.000000 Penalty: 5144.305176
	Iteration 19Q: 3 clusters Score -6163704 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6163747.500000 Penalty: 5144.305176
	Iteration 20F: 3 clusters Score -6163748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6163776.500000 Penalty: 5144.305176
	Iteration 21Q: 3 clusters Score -6163776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6163819.500000 Penalty: 5144.305176
	Iteration 22Q: 3 clusters Score -6163820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6163824.000000 Penalty: 5144.305176
	Iteration 23Q: 3 clusters Score -6163824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6163824.000000 Penalty: 5144.305176
	Iteration 24Q: 3 clusters Score -6163824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6163825.000000 Penalty: 5144.305176
	Iteration 25Q: 3 clusters Score -6163825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6163833.500000 Penalty: 5144.305176
	Iteration 26Q: 3 clusters Score -6163834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6163829.000000 Penalty: 5144.305176
	Iteration 27Q: 3 clusters Score -6163829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6163840.000000 Penalty: 5144.305176
	Iteration 28Q: 3 clusters Score -6163840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6163838.500000 Penalty: 5144.305176
	Iteration 29Q: 3 clusters Score -6163838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6163847.500000 Penalty: 5144.305176
	Iteration 30Q: 3 clusters Score -6163848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6163844.000000 Penalty: 5144.305176
	Iteration 31Q: 3 clusters Score -6163844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6163855.500000 Penalty: 5144.305176
	Iteration 32Q: 3 clusters Score -6163856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6163860.500000 Penalty: 5144.305176
	Iteration 33Q: 3 clusters Score -6163860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6163858.000000 Penalty: 5144.305176
	Iteration 34Q: 3 clusters Score -6163858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6163862.500000 Penalty: 5144.305176
	Iteration 35Q: 3 clusters Score -6163862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6163858.500000 Penalty: 5144.305176
	Iteration 36Q: 3 clusters Score -6163858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6163858.500000 Penalty: 5144.305176
	Iteration 37Q: 3 clusters Score -6163858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6163855.500000 Penalty: 5144.305176
	Iteration 38Q: 3 clusters Score -6163856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6163852.000000 Penalty: 5144.305176
	Iteration 39Q: 3 clusters Score -6163852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6163857.500000 Penalty: 5144.305176
	Iteration 40F: 3 clusters Score -6163858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (18423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Entering Unmasked Estep 
Score: -3809776.000000 Penalty: 2435.696045
	Iteration 0F: 2 clusters Score -3809776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3797876.000000 Penalty: 4871.392090
	Iteration 0F: 3 clusters Score -3797876 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -3802070.500000 Penalty: 4871.392090
	Iteration 1F: 3 clusters Score -3802070 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3802438.500000 Penalty: 4871.392090
	Iteration 2F: 3 clusters Score -3802438 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3802757.500000 Penalty: 4871.392090
	Iteration 3Q: 3 clusters Score -3802758 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3803053.750000 Penalty: 4871.392090
	Iteration 4Q: 3 clusters Score -3803054 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3803269.500000 Penalty: 4871.392090
	Iteration 5Q: 3 clusters Score -3803270 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3803471.250000 Penalty: 4871.392090
	Iteration 6Q: 3 clusters Score -3803471 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3803666.750000 Penalty: 4871.392090
	Iteration 7Q: 3 clusters Score -3803667 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3803804.750000 Penalty: 4871.392090
	Iteration 8Q: 3 clusters Score -3803805 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3803973.500000 Penalty: 4871.392090
	Iteration 9Q: 3 clusters Score -3803974 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3804080.500000 Penalty: 4871.392090
	Iteration 10Q: 3 clusters Score -3804080 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3804494.250000 Penalty: 4871.392090
	Iteration 11Q: 3 clusters Score -3804494 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3804878.250000 Penalty: 4871.392090
	Iteration 12Q: 3 clusters Score -3804878 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3805273.000000 Penalty: 4871.392090
	Iteration 13Q: 3 clusters Score -3805273 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3805593.250000 Penalty: 4871.392090
	Iteration 14Q: 3 clusters Score -3805593 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3806017.000000 Penalty: 4871.392090
	Iteration 15Q: 3 clusters Score -3806017 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3806369.500000 Penalty: 4871.392090
	Iteration 16Q: 3 clusters Score -3806370 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3806562.000000 Penalty: 4871.392090
	Iteration 17Q: 3 clusters Score -3806562 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3806828.750000 Penalty: 4871.392090
	Iteration 18Q: 3 clusters Score -3806829 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -3806985.250000 Penalty: 4871.392090
	Iteration 19Q: 3 clusters Score -3806985 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -3807118.250000 Penalty: 4871.392090
	Iteration 20F: 3 clusters Score -3807118 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3807211.000000 Penalty: 4871.392090
	Iteration 21Q: 3 clusters Score -3807211 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3807317.250000 Penalty: 4871.392090
	Iteration 22Q: 3 clusters Score -3807317 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3807398.250000 Penalty: 4871.392090
	Iteration 23Q: 3 clusters Score -3807398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -3807451.000000 Penalty: 4871.392090
	Iteration 24Q: 3 clusters Score -3807451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3807495.000000 Penalty: 4871.392090
	Iteration 25Q: 3 clusters Score -3807495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3807523.500000 Penalty: 4871.392090
	Iteration 26Q: 3 clusters Score -3807524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3807541.250000 Penalty: 4871.392090
	Iteration 27Q: 3 clusters Score -3807541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3807546.500000 Penalty: 4871.392090
	Iteration 28Q: 3 clusters Score -3807546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3807546.250000 Penalty: 4871.392090
	Iteration 29Q: 3 clusters Score -3807546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -3807550.000000 Penalty: 4871.392090
	Iteration 30Q: 3 clusters Score -3807550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3807555.500000 Penalty: 4871.392090
	Iteration 31Q: 3 clusters Score -3807556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3807560.250000 Penalty: 4871.392090
	Iteration 32Q: 3 clusters Score -3807560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3807574.000000 Penalty: 4871.392090
	Iteration 33Q: 3 clusters Score -3807574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3807578.500000 Penalty: 4871.392090
	Iteration 34Q: 3 clusters Score -3807578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3807576.750000 Penalty: 4871.392090
	Iteration 35Q: 3 clusters Score -3807577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3807577.750000 Penalty: 4871.392090
	Iteration 36Q: 3 clusters Score -3807578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3807580.500000 Penalty: 4871.392090
	Iteration 37Q: 3 clusters Score -3807580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3807575.500000 Penalty: 4871.392090
	Iteration 38Q: 3 clusters Score -3807576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3807575.250000 Penalty: 4871.392090
	Iteration 39Q: 3 clusters Score -3807575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3807579.250000 Penalty: 4871.392090
	Iteration 40F: 3 clusters Score -3807579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Entering Unmasked Estep 
Score: -5382503.000000 Penalty: 2539.563232
	Iteration 0F: 2 clusters Score -5382503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -5363946.500000 Penalty: 5079.126465
	Iteration 0F: 3 clusters Score -5363946 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5370620.500000 Penalty: 5079.126465
	Iteration 1F: 3 clusters Score -5370620 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5371063.000000 Penalty: 5079.126465
	Iteration 2Q: 3 clusters Score -5371063 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5371519.500000 Penalty: 5079.126465
	Iteration 3Q: 3 clusters Score -5371520 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -5372140.000000 Penalty: 5079.126465
	Iteration 4F: 3 clusters Score -5372140 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5373048.000000 Penalty: 5079.126465
	Iteration 5F: 3 clusters Score -5373048 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -5374344.500000 Penalty: 5079.126465
	Iteration 6F: 3 clusters Score -5374344 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -5375886.500000 Penalty: 5079.126465
	Iteration 7F: 3 clusters Score -5375886 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -5377680.000000 Penalty: 5079.126465
	Iteration 8F: 3 clusters Score -5377680 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5379064.000000 Penalty: 5079.126465
	Iteration 9Q: 3 clusters Score -5379064 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -5379832.500000 Penalty: 5079.126465
	Iteration 10Q: 3 clusters Score -5379832 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5380191.500000 Penalty: 5079.126465
	Iteration 11Q: 3 clusters Score -5380192 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5380423.500000 Penalty: 5079.126465
	Iteration 12Q: 3 clusters Score -5380424 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5380528.500000 Penalty: 5079.126465
	Iteration 13Q: 3 clusters Score -5380528 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5380625.000000 Penalty: 5079.126465
	Iteration 14Q: 3 clusters Score -5380625 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5380691.000000 Penalty: 5079.126465
	Iteration 15Q: 3 clusters Score -5380691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5380712.500000 Penalty: 5079.126465
	Iteration 16Q: 3 clusters Score -5380712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5380757.500000 Penalty: 5079.126465
	Iteration 17Q: 3 clusters Score -5380758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5380759.000000 Penalty: 5079.126465
	Iteration 18Q: 3 clusters Score -5380759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5380769.500000 Penalty: 5079.126465
	Iteration 19Q: 3 clusters Score -5380770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5380768.500000 Penalty: 5079.126465
	Iteration 20F: 3 clusters Score -5380768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5380787.000000 Penalty: 5079.126465
	Iteration 21Q: 3 clusters Score -5380787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5380793.500000 Penalty: 5079.126465
	Iteration 22Q: 3 clusters Score -5380794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5380799.500000 Penalty: 5079.126465
	Iteration 23Q: 3 clusters Score -5380800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5380795.000000 Penalty: 5079.126465
	Iteration 24Q: 3 clusters Score -5380795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5380796.000000 Penalty: 5079.126465
	Iteration 25Q: 3 clusters Score -5380796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5380791.500000 Penalty: 5079.126465
	Iteration 26Q: 3 clusters Score -5380792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5380789.500000 Penalty: 5079.126465
	Iteration 27Q: 3 clusters Score -5380790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5380798.500000 Penalty: 5079.126465
	Iteration 28Q: 3 clusters Score -5380798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5380806.000000 Penalty: 5079.126465
	Iteration 29Q: 3 clusters Score -5380806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5380808.000000 Penalty: 5079.126465
	Iteration 30Q: 3 clusters Score -5380808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5380809.500000 Penalty: 5079.126465
	Iteration 31Q: 3 clusters Score -5380810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5380809.500000 Penalty: 5079.126465
	Iteration 32Q: 3 clusters Score -5380810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5380813.000000 Penalty: 5079.126465
	Iteration 33Q: 3 clusters Score -5380813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5380806.500000 Penalty: 5079.126465
	Iteration 34Q: 3 clusters Score -5380806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5380807.500000 Penalty: 5079.126465
	Iteration 35Q: 3 clusters Score -5380808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5380811.000000 Penalty: 5079.126465
	Iteration 36Q: 3 clusters Score -5380811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5380813.000000 Penalty: 5079.126465
	Iteration 37Q: 3 clusters Score -5380813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5380806.500000 Penalty: 5079.126465
	Iteration 38Q: 3 clusters Score -5380806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5380801.000000 Penalty: 5079.126465
	Iteration 39Q: 3 clusters Score -5380801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5380801.000000 Penalty: 5079.126465
	Iteration 40F: 3 clusters Score -5380801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -36178.917969 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -36178.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35057.023438 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -35057.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -35141.675781 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -35141.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -35157.882812 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -35157.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35165.253906 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -35165.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35165.253906 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -35165.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -307653.250000 Penalty: 1842.962280
	Iteration 0F: 2 clusters Score -307653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -305223.281250 Penalty: 3685.924561
	Iteration 0F: 3 clusters Score -305223.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -305614.562500 Penalty: 3685.924561
	Iteration 1F: 3 clusters Score -305614.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -305728.093750 Penalty: 3685.924561
	Iteration 2F: 3 clusters Score -305728.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -305788.781250 Penalty: 3685.924561
	Iteration 3Q: 3 clusters Score -305788.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305842.968750 Penalty: 3685.924561
	Iteration 4Q: 3 clusters Score -305843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -305886.875000 Penalty: 3685.924561
	Iteration 5Q: 3 clusters Score -305886.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -305956.875000 Penalty: 3685.924561
	Iteration 6Q: 3 clusters Score -305956.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -306042.125000 Penalty: 3685.924561
	Iteration 7Q: 3 clusters Score -306042.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -306152.187500 Penalty: 3685.924561
	Iteration 8Q: 3 clusters Score -306152.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -306258.968750 Penalty: 3685.924561
	Iteration 9Q: 3 clusters Score -306259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -306351.781250 Penalty: 3685.924561
	Iteration 10Q: 3 clusters Score -306351.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -306439.218750 Penalty: 3685.924561
	Iteration 11Q: 3 clusters Score -306439.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -306555.968750 Penalty: 3685.924561
	Iteration 12Q: 3 clusters Score -306556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -306724.250000 Penalty: 3685.924561
	Iteration 13F: 3 clusters Score -306724.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -306883.000000 Penalty: 3685.924561
	Iteration 14Q: 3 clusters Score -306883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -306994.000000 Penalty: 3685.924561
	Iteration 15Q: 3 clusters Score -306994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -307074.437500 Penalty: 3685.924561
	Iteration 16Q: 3 clusters Score -307074.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -307100.437500 Penalty: 3685.924561
	Iteration 17Q: 3 clusters Score -307100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -307121.375000 Penalty: 3685.924561
	Iteration 18Q: 3 clusters Score -307121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -307136.437500 Penalty: 3685.924561
	Iteration 19Q: 3 clusters Score -307136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -307150.375000 Penalty: 3685.924561
	Iteration 20F: 3 clusters Score -307150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -307165.406250 Penalty: 3685.924561
	Iteration 21Q: 3 clusters Score -307165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -307192.812500 Penalty: 3685.924561
	Iteration 22Q: 3 clusters Score -307192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -307231.937500 Penalty: 3685.924561
	Iteration 23Q: 3 clusters Score -307231.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -307269.968750 Penalty: 3685.924561
	Iteration 24Q: 3 clusters Score -307270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -307330.812500 Penalty: 3685.924561
	Iteration 25Q: 3 clusters Score -307330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -307375.437500 Penalty: 3685.924561
	Iteration 26Q: 3 clusters Score -307375.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -307423.468750 Penalty: 3685.924561
	Iteration 27Q: 3 clusters Score -307423.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -307477.156250 Penalty: 3685.924561
	Iteration 28Q: 3 clusters Score -307477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -307518.250000 Penalty: 3685.924561
	Iteration 29Q: 3 clusters Score -307518.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -307546.593750 Penalty: 3685.924561
	Iteration 30Q: 3 clusters Score -307546.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -307579.875000 Penalty: 3685.924561
	Iteration 31Q: 3 clusters Score -307579.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307595.718750 Penalty: 3685.924561
	Iteration 32Q: 3 clusters Score -307595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -307604.968750 Penalty: 3685.924561
	Iteration 33Q: 3 clusters Score -307605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -307615.437500 Penalty: 3685.924561
	Iteration 34Q: 3 clusters Score -307615.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -307626.562500 Penalty: 3685.924561
	Iteration 35Q: 3 clusters Score -307626.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -307635.906250 Penalty: 3685.924561
	Iteration 36Q: 3 clusters Score -307635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -307641.875000 Penalty: 3685.924561
	Iteration 37Q: 3 clusters Score -307641.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -307645.437500 Penalty: 3685.924561
	Iteration 38Q: 3 clusters Score -307645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -307650.218750 Penalty: 3685.924561
	Iteration 39Q: 3 clusters Score -307650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -307652.625000 Penalty: 3685.924561
	Iteration 40F: 3 clusters Score -307652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -307653.187500 Penalty: 3685.924561
	Iteration 41Q: 3 clusters Score -307653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -307653.968750 Penalty: 3685.924561
	Iteration 42Q: 3 clusters Score -307654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -307655.218750 Penalty: 3685.924561
	Iteration 43Q: 3 clusters Score -307655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -307658.875000 Penalty: 3685.924561
	Iteration 44Q: 3 clusters Score -307658.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -307661.000000 Penalty: 3685.924561
	Iteration 45Q: 3 clusters Score -307661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -307663.343750 Penalty: 3685.924561
	Iteration 46Q: 3 clusters Score -307663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -307667.312500 Penalty: 3685.924561
	Iteration 47Q: 3 clusters Score -307667.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -307669.437500 Penalty: 3685.924561
	Iteration 48Q: 3 clusters Score -307669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -307670.781250 Penalty: 3685.924561
	Iteration 49Q: 3 clusters Score -307670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -307670.500000 Penalty: 3685.924561
	Iteration 50Q: 3 clusters Score -307670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -307671.625000 Penalty: 3685.924561
	Iteration 51Q: 3 clusters Score -307671.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -307672.437500 Penalty: 3685.924561
	Iteration 52Q: 3 clusters Score -307672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -307674.031250 Penalty: 3685.924561
	Iteration 53Q: 3 clusters Score -307674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -307676.343750 Penalty: 3685.924561
	Iteration 54Q: 3 clusters Score -307676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -307677.343750 Penalty: 3685.924561
	Iteration 55Q: 3 clusters Score -307677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -307677.343750 Penalty: 3685.924561
	Iteration 56F: 3 clusters Score -307677.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 31882 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 28350 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15167 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 34286 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29227 members 
Mstep: Class 13 contains 20812 members 
Mstep: Class 14 contains 34824 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 32931 members 
Mstep: Class 19 contains 28060 members 
Mstep: Class 20 contains 24137 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26994 members 
Mstep: Class 24 contains 28576 members 
Mstep: Class 25 contains 33458 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31939 members 
Mstep: Class 28 contains 18423 members 
Mstep: Class 29 contains 28006 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 992 members 
Mstep: Class 32 contains 27130 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 24378 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26699 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19705 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29471 members 
Mstep: Class 41 contains 24589 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21811 members 
Mstep: Class 44 contains 29296 members 
Mstep: Class 45 contains 29423 members 
Mstep: Class 46 contains 26037 members 
Mstep: Class 47 contains 696 members 
Entering Unmasked Estep 
Score: -177465216.000000 Penalty: 160116.750000
Splitting cluster 31 changes total score from -177467552.000000 to -177465216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Entering Unmasked Estep 
Score: -5071030.000000 Penalty: 2531.681885
	Iteration 0F: 2 clusters Score -5071030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5052759.500000 Penalty: 5063.363770
	Iteration 0F: 3 clusters Score -5052760 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -5059322.500000 Penalty: 5063.363770
	Iteration 1F: 3 clusters Score -5059322 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5059771.500000 Penalty: 5063.363770
	Iteration 2F: 3 clusters Score -5059772 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -5060261.000000 Penalty: 5063.363770
	Iteration 3Q: 3 clusters Score -5060261 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5060922.000000 Penalty: 5063.363770
	Iteration 4F: 3 clusters Score -5060922 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -5061774.000000 Penalty: 5063.363770
	Iteration 5F: 3 clusters Score -5061774 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -5062893.000000 Penalty: 5063.363770
	Iteration 6F: 3 clusters Score -5062893 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5064377.000000 Penalty: 5063.363770
	Iteration 7F: 3 clusters Score -5064377 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -5066049.000000 Penalty: 5063.363770
	Iteration 8F: 3 clusters Score -5066049 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5067332.000000 Penalty: 5063.363770
	Iteration 9F: 3 clusters Score -5067332 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5068040.000000 Penalty: 5063.363770
	Iteration 10Q: 3 clusters Score -5068040 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5068378.000000 Penalty: 5063.363770
	Iteration 11Q: 3 clusters Score -5068378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5068596.500000 Penalty: 5063.363770
	Iteration 12Q: 3 clusters Score -5068596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5068680.500000 Penalty: 5063.363770
	Iteration 13Q: 3 clusters Score -5068680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5068735.000000 Penalty: 5063.363770
	Iteration 14Q: 3 clusters Score -5068735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5068769.000000 Penalty: 5063.363770
	Iteration 15Q: 3 clusters Score -5068769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5068802.500000 Penalty: 5063.363770
	Iteration 16Q: 3 clusters Score -5068802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5068817.000000 Penalty: 5063.363770
	Iteration 17Q: 3 clusters Score -5068817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5068826.500000 Penalty: 5063.363770
	Iteration 18Q: 3 clusters Score -5068826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5068839.000000 Penalty: 5063.363770
	Iteration 19Q: 3 clusters Score -5068839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5068837.000000 Penalty: 5063.363770
	Iteration 20F: 3 clusters Score -5068837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5068852.500000 Penalty: 5063.363770
	Iteration 21Q: 3 clusters Score -5068852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5068864.000000 Penalty: 5063.363770
	Iteration 22Q: 3 clusters Score -5068864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5068864.500000 Penalty: 5063.363770
	Iteration 23Q: 3 clusters Score -5068864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5068868.000000 Penalty: 5063.363770
	Iteration 24Q: 3 clusters Score -5068868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5068872.500000 Penalty: 5063.363770
	Iteration 25Q: 3 clusters Score -5068872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5068885.000000 Penalty: 5063.363770
	Iteration 26Q: 3 clusters Score -5068885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5068893.000000 Penalty: 5063.363770
	Iteration 27Q: 3 clusters Score -5068893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5068892.500000 Penalty: 5063.363770
	Iteration 28Q: 3 clusters Score -5068892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5068896.500000 Penalty: 5063.363770
	Iteration 29Q: 3 clusters Score -5068896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5068896.500000 Penalty: 5063.363770
	Iteration 30F: 3 clusters Score -5068896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Entering Unmasked Estep 
Score: -4817023.500000 Penalty: 2498.046143
	Iteration 0F: 2 clusters Score -4817024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4802678.500000 Penalty: 4996.092285
	Iteration 0F: 3 clusters Score -4802678 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4808315.500000 Penalty: 4996.092285
	Iteration 1F: 3 clusters Score -4808316 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4808707.500000 Penalty: 4996.092285
	Iteration 2F: 3 clusters Score -4808708 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4809093.000000 Penalty: 4996.092285
	Iteration 3Q: 3 clusters Score -4809093 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4809423.000000 Penalty: 4996.092285
	Iteration 4Q: 3 clusters Score -4809423 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4809793.000000 Penalty: 4996.092285
	Iteration 5Q: 3 clusters Score -4809793 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4810299.000000 Penalty: 4996.092285
	Iteration 6Q: 3 clusters Score -4810299 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4810973.000000 Penalty: 4996.092285
	Iteration 7Q: 3 clusters Score -4810973 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4811639.000000 Penalty: 4996.092285
	Iteration 8Q: 3 clusters Score -4811639 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4812327.500000 Penalty: 4996.092285
	Iteration 9Q: 3 clusters Score -4812328 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4813013.500000 Penalty: 4996.092285
	Iteration 10Q: 3 clusters Score -4813014 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4813630.000000 Penalty: 4996.092285
	Iteration 11Q: 3 clusters Score -4813630 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4814111.500000 Penalty: 4996.092285
	Iteration 12Q: 3 clusters Score -4814112 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4814544.500000 Penalty: 4996.092285
	Iteration 13Q: 3 clusters Score -4814544 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4814921.000000 Penalty: 4996.092285
	Iteration 14Q: 3 clusters Score -4814921 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4815232.500000 Penalty: 4996.092285
	Iteration 15Q: 3 clusters Score -4815232 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4815517.000000 Penalty: 4996.092285
	Iteration 16Q: 3 clusters Score -4815517 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4815773.000000 Penalty: 4996.092285
	Iteration 17Q: 3 clusters Score -4815773 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4815957.000000 Penalty: 4996.092285
	Iteration 18Q: 3 clusters Score -4815957 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4816167.000000 Penalty: 4996.092285
	Iteration 19Q: 3 clusters Score -4816167 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4816325.000000 Penalty: 4996.092285
	Iteration 20F: 3 clusters Score -4816325 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4816499.000000 Penalty: 4996.092285
	Iteration 21Q: 3 clusters Score -4816499 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4816678.500000 Penalty: 4996.092285
	Iteration 22Q: 3 clusters Score -4816678 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4816845.500000 Penalty: 4996.092285
	Iteration 23Q: 3 clusters Score -4816846 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4816927.000000 Penalty: 4996.092285
	Iteration 24Q: 3 clusters Score -4816927 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4816932.000000 Penalty: 4996.092285
	Iteration 25Q: 3 clusters Score -4816932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4816924.000000 Penalty: 4996.092285
	Iteration 26Q: 3 clusters Score -4816924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4816861.500000 Penalty: 4996.092285
	Iteration 27Q: 3 clusters Score -4816862 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4816839.500000 Penalty: 4996.092285
	Iteration 28Q: 3 clusters Score -4816840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4816844.500000 Penalty: 4996.092285
	Iteration 29Q: 3 clusters Score -4816844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4816813.500000 Penalty: 4996.092285
	Iteration 30Q: 3 clusters Score -4816814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4816813.500000 Penalty: 4996.092285
	Iteration 31Q: 3 clusters Score -4816814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -4816791.500000 Penalty: 4996.092285
	Iteration 32Q: 3 clusters Score -4816792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4816774.000000 Penalty: 4996.092285
	Iteration 33Q: 3 clusters Score -4816774 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4816755.000000 Penalty: 4996.092285
	Iteration 34Q: 3 clusters Score -4816755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -4816737.500000 Penalty: 4996.092285
	Iteration 35Q: 3 clusters Score -4816738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4816734.500000 Penalty: 4996.092285
	Iteration 36Q: 3 clusters Score -4816734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -4816717.500000 Penalty: 4996.092285
	Iteration 37Q: 3 clusters Score -4816718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4816704.500000 Penalty: 4996.092285
	Iteration 38Q: 3 clusters Score -4816704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -4816705.000000 Penalty: 4996.092285
	Iteration 39Q: 3 clusters Score -4816705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -4816711.000000 Penalty: 4996.092285
	Iteration 40F: 3 clusters Score -4816711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4816679.500000 Penalty: 4996.092285
	Iteration 41Q: 3 clusters Score -4816680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4816664.500000 Penalty: 4996.092285
	Iteration 42Q: 3 clusters Score -4816664 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4816657.500000 Penalty: 4996.092285
	Iteration 43Q: 3 clusters Score -4816658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -4816633.000000 Penalty: 4996.092285
	Iteration 44Q: 3 clusters Score -4816633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4816620.000000 Penalty: 4996.092285
	Iteration 45Q: 3 clusters Score -4816620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4816621.500000 Penalty: 4996.092285
	Iteration 46Q: 3 clusters Score -4816622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -4816612.500000 Penalty: 4996.092285
	Iteration 47Q: 3 clusters Score -4816612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4816590.500000 Penalty: 4996.092285
	Iteration 48Q: 3 clusters Score -4816590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -4816594.000000 Penalty: 4996.092285
	Iteration 49Q: 3 clusters Score -4816594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -4816583.500000 Penalty: 4996.092285
	Iteration 50Q: 3 clusters Score -4816584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4816583.000000 Penalty: 4996.092285
	Iteration 51Q: 3 clusters Score -4816583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4816588.000000 Penalty: 4996.092285
	Iteration 52Q: 3 clusters Score -4816588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -4816590.500000 Penalty: 4996.092285
	Iteration 53Q: 3 clusters Score -4816590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -4816583.500000 Penalty: 4996.092285
	Iteration 54Q: 3 clusters Score -4816584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4816576.500000 Penalty: 4996.092285
	Iteration 55Q: 3 clusters Score -4816576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4816584.500000 Penalty: 4996.092285
	Iteration 56Q: 3 clusters Score -4816584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -4816583.000000 Penalty: 4996.092285
	Iteration 57Q: 3 clusters Score -4816583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4816580.500000 Penalty: 4996.092285
	Iteration 58Q: 3 clusters Score -4816580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4816580.000000 Penalty: 4996.092285
	Iteration 59Q: 3 clusters Score -4816580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4816584.500000 Penalty: 4996.092285
	Iteration 60F: 3 clusters Score -4816584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4816580.500000 Penalty: 4996.092285
	Iteration 61Q: 3 clusters Score -4816580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4816572.500000 Penalty: 4996.092285
	Iteration 62Q: 3 clusters Score -4816572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4816575.000000 Penalty: 4996.092285
	Iteration 63Q: 3 clusters Score -4816575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4816581.500000 Penalty: 4996.092285
	Iteration 64Q: 3 clusters Score -4816582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -4816578.000000 Penalty: 4996.092285
	Iteration 65Q: 3 clusters Score -4816578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4816572.000000 Penalty: 4996.092285
	Iteration 66Q: 3 clusters Score -4816572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -4816576.500000 Penalty: 4996.092285
	Iteration 67Q: 3 clusters Score -4816576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4816582.000000 Penalty: 4996.092285
	Iteration 68Q: 3 clusters Score -4816582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4816567.000000 Penalty: 4996.092285
	Iteration 69Q: 3 clusters Score -4816567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4816562.000000 Penalty: 4996.092285
	Iteration 70Q: 3 clusters Score -4816562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -4816559.000000 Penalty: 4996.092285
	Iteration 71Q: 3 clusters Score -4816559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -4816552.500000 Penalty: 4996.092285
	Iteration 72Q: 3 clusters Score -4816552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4816553.000000 Penalty: 4996.092285
	Iteration 73Q: 3 clusters Score -4816553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4816551.500000 Penalty: 4996.092285
	Iteration 74Q: 3 clusters Score -4816552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4816550.500000 Penalty: 4996.092285
	Iteration 75Q: 3 clusters Score -4816550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -4816546.000000 Penalty: 4996.092285
	Iteration 76Q: 3 clusters Score -4816546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4816545.000000 Penalty: 4996.092285
	Iteration 77Q: 3 clusters Score -4816545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4816547.000000 Penalty: 4996.092285
	Iteration 78Q: 3 clusters Score -4816547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -4816550.500000 Penalty: 4996.092285
	Iteration 79Q: 3 clusters Score -4816550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4816548.500000 Penalty: 4996.092285
	Iteration 80F: 3 clusters Score -4816548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4816544.500000 Penalty: 4996.092285
	Iteration 81Q: 3 clusters Score -4816544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4816543.500000 Penalty: 4996.092285
	Iteration 82Q: 3 clusters Score -4816544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4816539.000000 Penalty: 4996.092285
	Iteration 83Q: 3 clusters Score -4816539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4816543.500000 Penalty: 4996.092285
	Iteration 84Q: 3 clusters Score -4816544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -4816533.500000 Penalty: 4996.092285
	Iteration 85Q: 3 clusters Score -4816534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4816536.500000 Penalty: 4996.092285
	Iteration 86Q: 3 clusters Score -4816536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4816534.500000 Penalty: 4996.092285
	Iteration 87Q: 3 clusters Score -4816534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4816530.000000 Penalty: 4996.092285
	Iteration 88Q: 3 clusters Score -4816530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4816537.500000 Penalty: 4996.092285
	Iteration 89Q: 3 clusters Score -4816538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4816535.500000 Penalty: 4996.092285
	Iteration 90Q: 3 clusters Score -4816536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4816543.000000 Penalty: 4996.092285
	Iteration 91Q: 3 clusters Score -4816543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4816543.000000 Penalty: 4996.092285
	Iteration 92F: 3 clusters Score -4816543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (24378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Entering Unmasked Estep 
Score: -5000018.000000 Penalty: 2505.156250
	Iteration 0F: 2 clusters Score -5000018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4985071.500000 Penalty: 5010.312500
	Iteration 0F: 3 clusters Score -4985072 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4990833.500000 Penalty: 5010.312500
	Iteration 1F: 3 clusters Score -4990834 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4991193.500000 Penalty: 5010.312500
	Iteration 2Q: 3 clusters Score -4991194 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4991447.000000 Penalty: 5010.312500
	Iteration 3Q: 3 clusters Score -4991447 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4991682.000000 Penalty: 5010.312500
	Iteration 4Q: 3 clusters Score -4991682 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -4991871.500000 Penalty: 5010.312500
	Iteration 5Q: 3 clusters Score -4991872 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4991986.000000 Penalty: 5010.312500
	Iteration 6Q: 3 clusters Score -4991986 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4992108.500000 Penalty: 5010.312500
	Iteration 7Q: 3 clusters Score -4992108 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4992203.500000 Penalty: 5010.312500
	Iteration 8Q: 3 clusters Score -4992204 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4992307.500000 Penalty: 5010.312500
	Iteration 9Q: 3 clusters Score -4992308 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4992414.000000 Penalty: 5010.312500
	Iteration 10Q: 3 clusters Score -4992414 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4992475.500000 Penalty: 5010.312500
	Iteration 11Q: 3 clusters Score -4992476 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4992570.500000 Penalty: 5010.312500
	Iteration 12Q: 3 clusters Score -4992570 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4992649.000000 Penalty: 5010.312500
	Iteration 13Q: 3 clusters Score -4992649 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4992718.500000 Penalty: 5010.312500
	Iteration 14Q: 3 clusters Score -4992718 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -4992782.500000 Penalty: 5010.312500
	Iteration 15Q: 3 clusters Score -4992782 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4992859.000000 Penalty: 5010.312500
	Iteration 16Q: 3 clusters Score -4992859 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4992980.000000 Penalty: 5010.312500
	Iteration 17Q: 3 clusters Score -4992980 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4993098.000000 Penalty: 5010.312500
	Iteration 18Q: 3 clusters Score -4993098 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -4993231.000000 Penalty: 5010.312500
	Iteration 19Q: 3 clusters Score -4993231 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4993399.000000 Penalty: 5010.312500
	Iteration 20F: 3 clusters Score -4993399 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -4993629.000000 Penalty: 5010.312500
	Iteration 21Q: 3 clusters Score -4993629 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4994033.500000 Penalty: 5010.312500
	Iteration 22Q: 3 clusters Score -4994034 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4994525.500000 Penalty: 5010.312500
	Iteration 23Q: 3 clusters Score -4994526 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4995111.500000 Penalty: 5010.312500
	Iteration 24Q: 3 clusters Score -4995112 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4995664.500000 Penalty: 5010.312500
	Iteration 25Q: 3 clusters Score -4995664 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -4996082.000000 Penalty: 5010.312500
	Iteration 26Q: 3 clusters Score -4996082 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4996381.000000 Penalty: 5010.312500
	Iteration 27Q: 3 clusters Score -4996381 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4996664.000000 Penalty: 5010.312500
	Iteration 28Q: 3 clusters Score -4996664 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4996893.500000 Penalty: 5010.312500
	Iteration 29Q: 3 clusters Score -4996894 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -4997154.000000 Penalty: 5010.312500
	Iteration 30Q: 3 clusters Score -4997154 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4997377.000000 Penalty: 5010.312500
	Iteration 31Q: 3 clusters Score -4997377 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4997593.000000 Penalty: 5010.312500
	Iteration 32Q: 3 clusters Score -4997593 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -4997773.000000 Penalty: 5010.312500
	Iteration 33Q: 3 clusters Score -4997773 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4997907.000000 Penalty: 5010.312500
	Iteration 34Q: 3 clusters Score -4997907 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4998012.000000 Penalty: 5010.312500
	Iteration 35Q: 3 clusters Score -4998012 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4998094.500000 Penalty: 5010.312500
	Iteration 36Q: 3 clusters Score -4998094 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4998160.500000 Penalty: 5010.312500
	Iteration 37Q: 3 clusters Score -4998160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4998214.500000 Penalty: 5010.312500
	Iteration 38Q: 3 clusters Score -4998214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4998236.000000 Penalty: 5010.312500
	Iteration 39Q: 3 clusters Score -4998236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4998257.000000 Penalty: 5010.312500
	Iteration 40F: 3 clusters Score -4998257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4998278.500000 Penalty: 5010.312500
	Iteration 41Q: 3 clusters Score -4998278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4998287.000000 Penalty: 5010.312500
	Iteration 42Q: 3 clusters Score -4998287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4998292.500000 Penalty: 5010.312500
	Iteration 43Q: 3 clusters Score -4998292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4998291.000000 Penalty: 5010.312500
	Iteration 44Q: 3 clusters Score -4998291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4998294.000000 Penalty: 5010.312500
	Iteration 45Q: 3 clusters Score -4998294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4998299.500000 Penalty: 5010.312500
	Iteration 46Q: 3 clusters Score -4998300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4998309.000000 Penalty: 5010.312500
	Iteration 47Q: 3 clusters Score -4998309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4998287.500000 Penalty: 5010.312500
	Iteration 48Q: 3 clusters Score -4998288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4998303.000000 Penalty: 5010.312500
	Iteration 49Q: 3 clusters Score -4998303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4998309.500000 Penalty: 5010.312500
	Iteration 50Q: 3 clusters Score -4998310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4998295.500000 Penalty: 5010.312500
	Iteration 51Q: 3 clusters Score -4998296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4998289.000000 Penalty: 5010.312500
	Iteration 52Q: 3 clusters Score -4998289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4998293.500000 Penalty: 5010.312500
	Iteration 53Q: 3 clusters Score -4998294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4998298.000000 Penalty: 5010.312500
	Iteration 54Q: 3 clusters Score -4998298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4998300.500000 Penalty: 5010.312500
	Iteration 55Q: 3 clusters Score -4998300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4998313.000000 Penalty: 5010.312500
	Iteration 56Q: 3 clusters Score -4998313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4998321.000000 Penalty: 5010.312500
	Iteration 57Q: 3 clusters Score -4998321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4998328.000000 Penalty: 5010.312500
	Iteration 58Q: 3 clusters Score -4998328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4998327.000000 Penalty: 5010.312500
	Iteration 59Q: 3 clusters Score -4998327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4998327.000000 Penalty: 5010.312500
	Iteration 60F: 3 clusters Score -4998327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -430451.843750 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -430451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -427524.593750 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -427524.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -428165.375000 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -428165.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -428392.406250 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -428392.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -428582.968750 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -428583 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -428744.531250 Penalty: 3859.444580
	Iteration 4F: 3 clusters Score -428744.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -428879.062500 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -428879.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -429016.406250 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -429016.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -429140.781250 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -429140.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -429221.187500 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -429221.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -429272.343750 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -429272.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -429299.656250 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -429299.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -429319.093750 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -429319.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -429343.468750 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -429343.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -429361.718750 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -429361.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -429378.437500 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -429378.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -429397.687500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -429397.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -429412.437500 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -429412.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -429420.781250 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -429420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -429426.250000 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -429426.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -429432.593750 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -429432.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -429435.375000 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -429435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -429440.812500 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -429440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -429443.187500 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -429443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -429447.531250 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -429447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -429451.250000 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -429451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -429453.468750 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -429453.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -429456.937500 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -429456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -429457.968750 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -429458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -429458.500000 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -429458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -429459.000000 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -429459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -429459.437500 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -429459.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -429459.437500 Penalty: 3859.444580
	Iteration 31F: 3 clusters Score -429459.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (26699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Entering Unmasked Estep 
Score: -5498362.500000 Penalty: 2527.710693
	Iteration 0F: 2 clusters Score -5498362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5483380.000000 Penalty: 5055.421387
	Iteration 0F: 3 clusters Score -5483380 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5489961.000000 Penalty: 5055.421387
	Iteration 1F: 3 clusters Score -5489961 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -5490415.500000 Penalty: 5055.421387
	Iteration 2F: 3 clusters Score -5490416 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -5490787.500000 Penalty: 5055.421387
	Iteration 3F: 3 clusters Score -5490788 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5491100.500000 Penalty: 5055.421387
	Iteration 4Q: 3 clusters Score -5491100 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5491334.500000 Penalty: 5055.421387
	Iteration 5Q: 3 clusters Score -5491334 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5491586.500000 Penalty: 5055.421387
	Iteration 6Q: 3 clusters Score -5491586 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5491848.500000 Penalty: 5055.421387
	Iteration 7Q: 3 clusters Score -5491848 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5492188.000000 Penalty: 5055.421387
	Iteration 8Q: 3 clusters Score -5492188 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -5492678.000000 Penalty: 5055.421387
	Iteration 9Q: 3 clusters Score -5492678 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5493323.500000 Penalty: 5055.421387
	Iteration 10Q: 3 clusters Score -5493324 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -5494281.500000 Penalty: 5055.421387
	Iteration 11F: 3 clusters Score -5494282 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -5495200.000000 Penalty: 5055.421387
	Iteration 12F: 3 clusters Score -5495200 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -5495883.500000 Penalty: 5055.421387
	Iteration 13F: 3 clusters Score -5495884 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -5496263.000000 Penalty: 5055.421387
	Iteration 14Q: 3 clusters Score -5496263 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5496451.000000 Penalty: 5055.421387
	Iteration 15Q: 3 clusters Score -5496451 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5496599.000000 Penalty: 5055.421387
	Iteration 16Q: 3 clusters Score -5496599 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5496661.500000 Penalty: 5055.421387
	Iteration 17Q: 3 clusters Score -5496662 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -5496752.500000 Penalty: 5055.421387
	Iteration 18Q: 3 clusters Score -5496752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -5496819.500000 Penalty: 5055.421387
	Iteration 19Q: 3 clusters Score -5496820 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5496852.500000 Penalty: 5055.421387
	Iteration 20F: 3 clusters Score -5496852 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -5496883.500000 Penalty: 5055.421387
	Iteration 21Q: 3 clusters Score -5496884 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -5496901.500000 Penalty: 5055.421387
	Iteration 22Q: 3 clusters Score -5496902 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -5496889.000000 Penalty: 5055.421387
	Iteration 23Q: 3 clusters Score -5496889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5496901.000000 Penalty: 5055.421387
	Iteration 24Q: 3 clusters Score -5496901 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -5496906.000000 Penalty: 5055.421387
	Iteration 25Q: 3 clusters Score -5496906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5496923.500000 Penalty: 5055.421387
	Iteration 26Q: 3 clusters Score -5496924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5496923.500000 Penalty: 5055.421387
	Iteration 27Q: 3 clusters Score -5496924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5496939.000000 Penalty: 5055.421387
	Iteration 28Q: 3 clusters Score -5496939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -5496948.000000 Penalty: 5055.421387
	Iteration 29Q: 3 clusters Score -5496948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -5496963.000000 Penalty: 5055.421387
	Iteration 30Q: 3 clusters Score -5496963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -5496963.000000 Penalty: 5055.421387
	Iteration 31Q: 3 clusters Score -5496963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5496978.000000 Penalty: 5055.421387
	Iteration 32Q: 3 clusters Score -5496978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -5496987.000000 Penalty: 5055.421387
	Iteration 33Q: 3 clusters Score -5496987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -5496986.500000 Penalty: 5055.421387
	Iteration 34Q: 3 clusters Score -5496986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5496992.000000 Penalty: 5055.421387
	Iteration 35Q: 3 clusters Score -5496992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5496985.500000 Penalty: 5055.421387
	Iteration 36Q: 3 clusters Score -5496986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -5496987.000000 Penalty: 5055.421387
	Iteration 37Q: 3 clusters Score -5496987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -5496987.000000 Penalty: 5055.421387
	Iteration 38F: 3 clusters Score -5496987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -162124.515625 Penalty: 1690.278687
	Iteration 0F: 2 clusters Score -162124.5 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 458 members 
Entering Unmasked Estep 
Score: -160207.109375 Penalty: 3380.557373
	Iteration 0F: 3 clusters Score -160207.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -160461.468750 Penalty: 3380.557373
	Iteration 1F: 3 clusters Score -160461.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160585.281250 Penalty: 3380.557373
	Iteration 2F: 3 clusters Score -160585.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -160687.515625 Penalty: 3380.557373
	Iteration 3F: 3 clusters Score -160687.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160746.125000 Penalty: 3380.557373
	Iteration 4Q: 3 clusters Score -160746.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -160802.468750 Penalty: 3380.557373
	Iteration 5Q: 3 clusters Score -160802.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -160850.390625 Penalty: 3380.557373
	Iteration 6Q: 3 clusters Score -160850.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160897.953125 Penalty: 3380.557373
	Iteration 7Q: 3 clusters Score -160898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160923.953125 Penalty: 3380.557373
	Iteration 8Q: 3 clusters Score -160924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -160954.453125 Penalty: 3380.557373
	Iteration 9Q: 3 clusters Score -160954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -160979.859375 Penalty: 3380.557373
	Iteration 10Q: 3 clusters Score -160979.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -160997.937500 Penalty: 3380.557373
	Iteration 11Q: 3 clusters Score -160997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161019.046875 Penalty: 3380.557373
	Iteration 12Q: 3 clusters Score -161019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -161038.437500 Penalty: 3380.557373
	Iteration 13Q: 3 clusters Score -161038.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -161060.734375 Penalty: 3380.557373
	Iteration 14Q: 3 clusters Score -161060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161074.156250 Penalty: 3380.557373
	Iteration 15Q: 3 clusters Score -161074.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -161087.156250 Penalty: 3380.557373
	Iteration 16Q: 3 clusters Score -161087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161096.781250 Penalty: 3380.557373
	Iteration 17Q: 3 clusters Score -161096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -161104.906250 Penalty: 3380.557373
	Iteration 18Q: 3 clusters Score -161104.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161107.031250 Penalty: 3380.557373
	Iteration 19Q: 3 clusters Score -161107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161109.343750 Penalty: 3380.557373
	Iteration 20F: 3 clusters Score -161109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161110.218750 Penalty: 3380.557373
	Iteration 21Q: 3 clusters Score -161110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161110.796875 Penalty: 3380.557373
	Iteration 22Q: 3 clusters Score -161110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161115.109375 Penalty: 3380.557373
	Iteration 23Q: 3 clusters Score -161115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161119.750000 Penalty: 3380.557373
	Iteration 24Q: 3 clusters Score -161119.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161125.640625 Penalty: 3380.557373
	Iteration 25Q: 3 clusters Score -161125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -161129.906250 Penalty: 3380.557373
	Iteration 26Q: 3 clusters Score -161129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -161133.343750 Penalty: 3380.557373
	Iteration 27Q: 3 clusters Score -161133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -161136.296875 Penalty: 3380.557373
	Iteration 28Q: 3 clusters Score -161136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161144.859375 Penalty: 3380.557373
	Iteration 29Q: 3 clusters Score -161144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161153.296875 Penalty: 3380.557373
	Iteration 30Q: 3 clusters Score -161153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161161.171875 Penalty: 3380.557373
	Iteration 31Q: 3 clusters Score -161161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -161167.578125 Penalty: 3380.557373
	Iteration 32Q: 3 clusters Score -161167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -161176.453125 Penalty: 3380.557373
	Iteration 33Q: 3 clusters Score -161176.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161186.250000 Penalty: 3380.557373
	Iteration 34Q: 3 clusters Score -161186.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -161193.406250 Penalty: 3380.557373
	Iteration 35Q: 3 clusters Score -161193.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161198.562500 Penalty: 3380.557373
	Iteration 36Q: 3 clusters Score -161198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161207.953125 Penalty: 3380.557373
	Iteration 37Q: 3 clusters Score -161208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161226.093750 Penalty: 3380.557373
	Iteration 38Q: 3 clusters Score -161226.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161243.656250 Penalty: 3380.557373
	Iteration 39Q: 3 clusters Score -161243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161259.453125 Penalty: 3380.557373
	Iteration 40F: 3 clusters Score -161259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -161272.140625 Penalty: 3380.557373
	Iteration 41Q: 3 clusters Score -161272.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -161295.953125 Penalty: 3380.557373
	Iteration 42Q: 3 clusters Score -161296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161317.796875 Penalty: 3380.557373
	Iteration 43Q: 3 clusters Score -161317.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161326.765625 Penalty: 3380.557373
	Iteration 44Q: 3 clusters Score -161326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161332.531250 Penalty: 3380.557373
	Iteration 45Q: 3 clusters Score -161332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161335.187500 Penalty: 3380.557373
	Iteration 46Q: 3 clusters Score -161335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161336.328125 Penalty: 3380.557373
	Iteration 47Q: 3 clusters Score -161336.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161337.156250 Penalty: 3380.557373
	Iteration 48Q: 3 clusters Score -161337.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161337.156250 Penalty: 3380.557373
	Iteration 49F: 3 clusters Score -161337.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (19705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Entering Unmasked Estep 
Score: -4057850.000000 Penalty: 2452.379639
	Iteration 0F: 2 clusters Score -4057850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4045771.500000 Penalty: 4904.759277
	Iteration 0F: 3 clusters Score -4045772 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4050390.750000 Penalty: 4904.759277
	Iteration 1F: 3 clusters Score -4050391 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4050840.250000 Penalty: 4904.759277
	Iteration 2F: 3 clusters Score -4050840 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4051253.000000 Penalty: 4904.759277
	Iteration 3F: 3 clusters Score -4051253 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -4051661.750000 Penalty: 4904.759277
	Iteration 4Q: 3 clusters Score -4051662 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4052068.000000 Penalty: 4904.759277
	Iteration 5Q: 3 clusters Score -4052068 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4052529.500000 Penalty: 4904.759277
	Iteration 6Q: 3 clusters Score -4052530 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4052987.750000 Penalty: 4904.759277
	Iteration 7Q: 3 clusters Score -4052988 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4053514.000000 Penalty: 4904.759277
	Iteration 8Q: 3 clusters Score -4053514 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4054109.750000 Penalty: 4904.759277
	Iteration 9Q: 3 clusters Score -4054110 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -4054669.750000 Penalty: 4904.759277
	Iteration 10Q: 3 clusters Score -4054670 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4055121.000000 Penalty: 4904.759277
	Iteration 11Q: 3 clusters Score -4055121 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4055441.000000 Penalty: 4904.759277
	Iteration 12Q: 3 clusters Score -4055441 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4055661.000000 Penalty: 4904.759277
	Iteration 13Q: 3 clusters Score -4055661 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -4055796.750000 Penalty: 4904.759277
	Iteration 14Q: 3 clusters Score -4055797 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4055862.250000 Penalty: 4904.759277
	Iteration 15Q: 3 clusters Score -4055862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -4055891.000000 Penalty: 4904.759277
	Iteration 16Q: 3 clusters Score -4055891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4055928.000000 Penalty: 4904.759277
	Iteration 17Q: 3 clusters Score -4055928 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4055952.750000 Penalty: 4904.759277
	Iteration 18Q: 3 clusters Score -4055953 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -4055988.000000 Penalty: 4904.759277
	Iteration 19Q: 3 clusters Score -4055988 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4056010.250000 Penalty: 4904.759277
	Iteration 20F: 3 clusters Score -4056010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -4056026.750000 Penalty: 4904.759277
	Iteration 21Q: 3 clusters Score -4056027 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4056041.750000 Penalty: 4904.759277
	Iteration 22Q: 3 clusters Score -4056042 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4056066.250000 Penalty: 4904.759277
	Iteration 23Q: 3 clusters Score -4056066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4056088.250000 Penalty: 4904.759277
	Iteration 24Q: 3 clusters Score -4056088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4056102.500000 Penalty: 4904.759277
	Iteration 25Q: 3 clusters Score -4056102 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4056127.000000 Penalty: 4904.759277
	Iteration 26Q: 3 clusters Score -4056127 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4056153.750000 Penalty: 4904.759277
	Iteration 27Q: 3 clusters Score -4056154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4056176.250000 Penalty: 4904.759277
	Iteration 28Q: 3 clusters Score -4056176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4056207.750000 Penalty: 4904.759277
	Iteration 29Q: 3 clusters Score -4056208 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4056221.000000 Penalty: 4904.759277
	Iteration 30Q: 3 clusters Score -4056221 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4056248.000000 Penalty: 4904.759277
	Iteration 31Q: 3 clusters Score -4056248 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4056272.500000 Penalty: 4904.759277
	Iteration 32Q: 3 clusters Score -4056272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4056294.500000 Penalty: 4904.759277
	Iteration 33Q: 3 clusters Score -4056294 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4056316.000000 Penalty: 4904.759277
	Iteration 34Q: 3 clusters Score -4056316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4056334.750000 Penalty: 4904.759277
	Iteration 35Q: 3 clusters Score -4056335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -4056354.000000 Penalty: 4904.759277
	Iteration 36Q: 3 clusters Score -4056354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4056387.000000 Penalty: 4904.759277
	Iteration 37Q: 3 clusters Score -4056387 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4056404.000000 Penalty: 4904.759277
	Iteration 38Q: 3 clusters Score -4056404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4056417.000000 Penalty: 4904.759277
	Iteration 39Q: 3 clusters Score -4056417 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4056428.250000 Penalty: 4904.759277
	Iteration 40F: 3 clusters Score -4056428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4056432.750000 Penalty: 4904.759277
	Iteration 41Q: 3 clusters Score -4056433 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4056432.750000 Penalty: 4904.759277
	Iteration 42Q: 3 clusters Score -4056433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4056441.500000 Penalty: 4904.759277
	Iteration 43Q: 3 clusters Score -4056442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4056451.250000 Penalty: 4904.759277
	Iteration 44Q: 3 clusters Score -4056451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4056464.500000 Penalty: 4904.759277
	Iteration 45Q: 3 clusters Score -4056464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4056474.250000 Penalty: 4904.759277
	Iteration 46Q: 3 clusters Score -4056474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4056485.250000 Penalty: 4904.759277
	Iteration 47Q: 3 clusters Score -4056485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4056473.250000 Penalty: 4904.759277
	Iteration 48Q: 3 clusters Score -4056473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4056479.250000 Penalty: 4904.759277
	Iteration 49Q: 3 clusters Score -4056479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4056499.500000 Penalty: 4904.759277
	Iteration 50Q: 3 clusters Score -4056500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4056499.000000 Penalty: 4904.759277
	Iteration 51Q: 3 clusters Score -4056499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4056505.750000 Penalty: 4904.759277
	Iteration 52Q: 3 clusters Score -4056506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4056506.500000 Penalty: 4904.759277
	Iteration 53Q: 3 clusters Score -4056506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4056512.000000 Penalty: 4904.759277
	Iteration 54Q: 3 clusters Score -4056512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4056515.750000 Penalty: 4904.759277
	Iteration 55Q: 3 clusters Score -4056516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4056521.750000 Penalty: 4904.759277
	Iteration 56Q: 3 clusters Score -4056522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4056524.750000 Penalty: 4904.759277
	Iteration 57Q: 3 clusters Score -4056525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4056528.250000 Penalty: 4904.759277
	Iteration 58Q: 3 clusters Score -4056528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4056528.500000 Penalty: 4904.759277
	Iteration 59Q: 3 clusters Score -4056528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4056529.500000 Penalty: 4904.759277
	Iteration 60F: 3 clusters Score -4056530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4056527.000000 Penalty: 4904.759277
	Iteration 61Q: 3 clusters Score -4056527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4056525.000000 Penalty: 4904.759277
	Iteration 62Q: 3 clusters Score -4056525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4056523.000000 Penalty: 4904.759277
	Iteration 63Q: 3 clusters Score -4056523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -4056522.750000 Penalty: 4904.759277
	Iteration 64Q: 3 clusters Score -4056523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4056532.250000 Penalty: 4904.759277
	Iteration 65Q: 3 clusters Score -4056532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4056543.750000 Penalty: 4904.759277
	Iteration 66Q: 3 clusters Score -4056544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -4056542.750000 Penalty: 4904.759277
	Iteration 67Q: 3 clusters Score -4056543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4056546.250000 Penalty: 4904.759277
	Iteration 68Q: 3 clusters Score -4056546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4056550.000000 Penalty: 4904.759277
	Iteration 69Q: 3 clusters Score -4056550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4056547.750000 Penalty: 4904.759277
	Iteration 70Q: 3 clusters Score -4056548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -4056550.250000 Penalty: 4904.759277
	Iteration 71Q: 3 clusters Score -4056550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4056547.000000 Penalty: 4904.759277
	Iteration 72Q: 3 clusters Score -4056547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -4056555.000000 Penalty: 4904.759277
	Iteration 73Q: 3 clusters Score -4056555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4056554.750000 Penalty: 4904.759277
	Iteration 74Q: 3 clusters Score -4056555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4056555.750000 Penalty: 4904.759277
	Iteration 75Q: 3 clusters Score -4056556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -4056558.000000 Penalty: 4904.759277
	Iteration 76Q: 3 clusters Score -4056558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4056552.250000 Penalty: 4904.759277
	Iteration 77Q: 3 clusters Score -4056552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4056565.000000 Penalty: 4904.759277
	Iteration 78Q: 3 clusters Score -4056565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4056564.250000 Penalty: 4904.759277
	Iteration 79Q: 3 clusters Score -4056564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4056564.250000 Penalty: 4904.759277
	Iteration 80F: 3 clusters Score -4056564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -86984.632812 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -86984.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -85494.687500 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -85494.69 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85653.085938 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -85653.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85685.218750 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -85685.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85706.500000 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -85706.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85715.468750 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -85715.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85725.171875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -85725.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85733.046875 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -85733.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85739.046875 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -85739.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85743.250000 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -85743.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85745.304688 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -85745.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85745.304688 Penalty: 3067.337891
	Iteration 10F: 3 clusters Score -85745.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Entering Unmasked Estep 
Score: -5703317.000000 Penalty: 2552.208008
	Iteration 0F: 2 clusters Score -5703317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -5684457.500000 Penalty: 5104.416016
	Iteration 0F: 3 clusters Score -5684458 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5691688.500000 Penalty: 5104.416016
	Iteration 1F: 3 clusters Score -5691688 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -5692112.500000 Penalty: 5104.416016
	Iteration 2Q: 3 clusters Score -5692112 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -5692487.000000 Penalty: 5104.416016
	Iteration 3Q: 3 clusters Score -5692487 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5692868.500000 Penalty: 5104.416016
	Iteration 4Q: 3 clusters Score -5692868 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5693313.000000 Penalty: 5104.416016
	Iteration 5Q: 3 clusters Score -5693313 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5693963.000000 Penalty: 5104.416016
	Iteration 6Q: 3 clusters Score -5693963 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -5694791.000000 Penalty: 5104.416016
	Iteration 7F: 3 clusters Score -5694791 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5695949.000000 Penalty: 5104.416016
	Iteration 8F: 3 clusters Score -5695949 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -5697702.000000 Penalty: 5104.416016
	Iteration 9F: 3 clusters Score -5697702 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5699158.000000 Penalty: 5104.416016
	Iteration 10F: 3 clusters Score -5699158 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5700123.500000 Penalty: 5104.416016
	Iteration 11Q: 3 clusters Score -5700124 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5700589.500000 Penalty: 5104.416016
	Iteration 12Q: 3 clusters Score -5700590 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5700786.500000 Penalty: 5104.416016
	Iteration 13Q: 3 clusters Score -5700786 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5700898.500000 Penalty: 5104.416016
	Iteration 14Q: 3 clusters Score -5700898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5700989.500000 Penalty: 5104.416016
	Iteration 15Q: 3 clusters Score -5700990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5701045.000000 Penalty: 5104.416016
	Iteration 16Q: 3 clusters Score -5701045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5701070.500000 Penalty: 5104.416016
	Iteration 17Q: 3 clusters Score -5701070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5701091.000000 Penalty: 5104.416016
	Iteration 18Q: 3 clusters Score -5701091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5701101.000000 Penalty: 5104.416016
	Iteration 19Q: 3 clusters Score -5701101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5701110.000000 Penalty: 5104.416016
	Iteration 20F: 3 clusters Score -5701110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5701114.500000 Penalty: 5104.416016
	Iteration 21Q: 3 clusters Score -5701114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5701121.000000 Penalty: 5104.416016
	Iteration 22Q: 3 clusters Score -5701121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5701122.500000 Penalty: 5104.416016
	Iteration 23Q: 3 clusters Score -5701122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5701129.000000 Penalty: 5104.416016
	Iteration 24Q: 3 clusters Score -5701129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5701128.500000 Penalty: 5104.416016
	Iteration 25Q: 3 clusters Score -5701128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5701128.500000 Penalty: 5104.416016
	Iteration 26F: 3 clusters Score -5701128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (24589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Entering Unmasked Estep 
Score: -5041007.000000 Penalty: 2507.293457
	Iteration 0F: 2 clusters Score -5041007 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 12423 members 
Entering Unmasked Estep 
Score: -5025834.500000 Penalty: 5014.586914
	Iteration 0F: 3 clusters Score -5025834 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -5031633.000000 Penalty: 5014.586914
	Iteration 1F: 3 clusters Score -5031633 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5032057.000000 Penalty: 5014.586914
	Iteration 2F: 3 clusters Score -5032057 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5032419.000000 Penalty: 5014.586914
	Iteration 3Q: 3 clusters Score -5032419 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -5032750.000000 Penalty: 5014.586914
	Iteration 4Q: 3 clusters Score -5032750 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5033113.000000 Penalty: 5014.586914
	Iteration 5Q: 3 clusters Score -5033113 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5033637.500000 Penalty: 5014.586914
	Iteration 6Q: 3 clusters Score -5033638 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5034303.000000 Penalty: 5014.586914
	Iteration 7F: 3 clusters Score -5034303 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5035250.000000 Penalty: 5014.586914
	Iteration 8F: 3 clusters Score -5035250 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5036268.500000 Penalty: 5014.586914
	Iteration 9F: 3 clusters Score -5036268 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5037232.500000 Penalty: 5014.586914
	Iteration 10F: 3 clusters Score -5037232 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5037848.500000 Penalty: 5014.586914
	Iteration 11Q: 3 clusters Score -5037848 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5038328.000000 Penalty: 5014.586914
	Iteration 12Q: 3 clusters Score -5038328 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5038703.500000 Penalty: 5014.586914
	Iteration 13Q: 3 clusters Score -5038704 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -5039013.000000 Penalty: 5014.586914
	Iteration 14Q: 3 clusters Score -5039013 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5039286.000000 Penalty: 5014.586914
	Iteration 15Q: 3 clusters Score -5039286 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -5039494.000000 Penalty: 5014.586914
	Iteration 16Q: 3 clusters Score -5039494 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5039659.500000 Penalty: 5014.586914
	Iteration 17Q: 3 clusters Score -5039660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5039771.500000 Penalty: 5014.586914
	Iteration 18Q: 3 clusters Score -5039772 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5039834.000000 Penalty: 5014.586914
	Iteration 19Q: 3 clusters Score -5039834 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -5039895.500000 Penalty: 5014.586914
	Iteration 20F: 3 clusters Score -5039896 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5039933.000000 Penalty: 5014.586914
	Iteration 21Q: 3 clusters Score -5039933 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -5039943.500000 Penalty: 5014.586914
	Iteration 22Q: 3 clusters Score -5039944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5039980.500000 Penalty: 5014.586914
	Iteration 23Q: 3 clusters Score -5039980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5039985.500000 Penalty: 5014.586914
	Iteration 24Q: 3 clusters Score -5039986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5039993.000000 Penalty: 5014.586914
	Iteration 25Q: 3 clusters Score -5039993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5039997.000000 Penalty: 5014.586914
	Iteration 26Q: 3 clusters Score -5039997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5040014.000000 Penalty: 5014.586914
	Iteration 27Q: 3 clusters Score -5040014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5040006.500000 Penalty: 5014.586914
	Iteration 28Q: 3 clusters Score -5040006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -5040006.000000 Penalty: 5014.586914
	Iteration 29Q: 3 clusters Score -5040006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -5040013.500000 Penalty: 5014.586914
	Iteration 30Q: 3 clusters Score -5040014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -5040006.500000 Penalty: 5014.586914
	Iteration 31Q: 3 clusters Score -5040006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -5039994.000000 Penalty: 5014.586914
	Iteration 32Q: 3 clusters Score -5039994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -5040003.500000 Penalty: 5014.586914
	Iteration 33Q: 3 clusters Score -5040004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5040020.000000 Penalty: 5014.586914
	Iteration 34Q: 3 clusters Score -5040020 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5040019.500000 Penalty: 5014.586914
	Iteration 35Q: 3 clusters Score -5040020 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5040032.000000 Penalty: 5014.586914
	Iteration 36Q: 3 clusters Score -5040032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5040023.000000 Penalty: 5014.586914
	Iteration 37Q: 3 clusters Score -5040023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -5040017.000000 Penalty: 5014.586914
	Iteration 38Q: 3 clusters Score -5040017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -5039999.500000 Penalty: 5014.586914
	Iteration 39Q: 3 clusters Score -5040000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -5040007.000000 Penalty: 5014.586914
	Iteration 40F: 3 clusters Score -5040007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5040009.000000 Penalty: 5014.586914
	Iteration 41Q: 3 clusters Score -5040009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -5040008.500000 Penalty: 5014.586914
	Iteration 42Q: 3 clusters Score -5040008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -5040003.000000 Penalty: 5014.586914
	Iteration 43Q: 3 clusters Score -5040003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5040001.500000 Penalty: 5014.586914
	Iteration 44Q: 3 clusters Score -5040002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -5039990.500000 Penalty: 5014.586914
	Iteration 45Q: 3 clusters Score -5039990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -5039993.500000 Penalty: 5014.586914
	Iteration 46Q: 3 clusters Score -5039994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -5039994.500000 Penalty: 5014.586914
	Iteration 47Q: 3 clusters Score -5039994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5039978.000000 Penalty: 5014.586914
	Iteration 48Q: 3 clusters Score -5039978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5039974.500000 Penalty: 5014.586914
	Iteration 49Q: 3 clusters Score -5039974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5039968.000000 Penalty: 5014.586914
	Iteration 50Q: 3 clusters Score -5039968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -5039969.500000 Penalty: 5014.586914
	Iteration 51Q: 3 clusters Score -5039970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -5039957.500000 Penalty: 5014.586914
	Iteration 52Q: 3 clusters Score -5039958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -5039965.500000 Penalty: 5014.586914
	Iteration 53Q: 3 clusters Score -5039966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5039960.500000 Penalty: 5014.586914
	Iteration 54Q: 3 clusters Score -5039960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -5039966.000000 Penalty: 5014.586914
	Iteration 55Q: 3 clusters Score -5039966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5039964.500000 Penalty: 5014.586914
	Iteration 56Q: 3 clusters Score -5039964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -5039962.000000 Penalty: 5014.586914
	Iteration 57Q: 3 clusters Score -5039962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -5039970.500000 Penalty: 5014.586914
	Iteration 58Q: 3 clusters Score -5039970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -5039966.000000 Penalty: 5014.586914
	Iteration 59Q: 3 clusters Score -5039966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5039966.000000 Penalty: 5014.586914
	Iteration 60F: 3 clusters Score -5039966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5039973.000000 Penalty: 5014.586914
	Iteration 61Q: 3 clusters Score -5039973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -5039969.000000 Penalty: 5014.586914
	Iteration 62Q: 3 clusters Score -5039969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5039978.000000 Penalty: 5014.586914
	Iteration 63Q: 3 clusters Score -5039978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5039978.000000 Penalty: 5014.586914
	Iteration 64F: 3 clusters Score -5039978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -21700.361328 Penalty: 1263.250000
	Iteration 0F: 2 clusters Score -21700.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20863.117188 Penalty: 2526.500000
	Iteration 0F: 3 clusters Score -20863.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20974.394531 Penalty: 2526.500000
	Iteration 1F: 3 clusters Score -20974.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Entering Unmasked Estep 
Score: -4458233.000000 Penalty: 2477.562012
	Iteration 0F: 2 clusters Score -4458233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -4444482.500000 Penalty: 4955.124023
	Iteration 0F: 3 clusters Score -4444482 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4449782.500000 Penalty: 4955.124023
	Iteration 1F: 3 clusters Score -4449782 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4450222.000000 Penalty: 4955.124023
	Iteration 2F: 3 clusters Score -4450222 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4450603.500000 Penalty: 4955.124023
	Iteration 3Q: 3 clusters Score -4450604 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4451027.000000 Penalty: 4955.124023
	Iteration 4Q: 3 clusters Score -4451027 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4451467.500000 Penalty: 4955.124023
	Iteration 5Q: 3 clusters Score -4451468 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4451959.500000 Penalty: 4955.124023
	Iteration 6Q: 3 clusters Score -4451960 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4452540.500000 Penalty: 4955.124023
	Iteration 7Q: 3 clusters Score -4452540 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4453216.500000 Penalty: 4955.124023
	Iteration 8Q: 3 clusters Score -4453216 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4453956.500000 Penalty: 4955.124023
	Iteration 9Q: 3 clusters Score -4453956 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4454594.500000 Penalty: 4955.124023
	Iteration 10Q: 3 clusters Score -4454594 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4455080.500000 Penalty: 4955.124023
	Iteration 11Q: 3 clusters Score -4455080 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4455393.500000 Penalty: 4955.124023
	Iteration 12Q: 3 clusters Score -4455394 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4455542.000000 Penalty: 4955.124023
	Iteration 13Q: 3 clusters Score -4455542 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4455627.500000 Penalty: 4955.124023
	Iteration 14Q: 3 clusters Score -4455628 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4455684.000000 Penalty: 4955.124023
	Iteration 15Q: 3 clusters Score -4455684 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4455732.500000 Penalty: 4955.124023
	Iteration 16Q: 3 clusters Score -4455732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -4455767.500000 Penalty: 4955.124023
	Iteration 17Q: 3 clusters Score -4455768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4455805.500000 Penalty: 4955.124023
	Iteration 18Q: 3 clusters Score -4455806 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -4455840.000000 Penalty: 4955.124023
	Iteration 19Q: 3 clusters Score -4455840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4455876.500000 Penalty: 4955.124023
	Iteration 20F: 3 clusters Score -4455876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4455901.000000 Penalty: 4955.124023
	Iteration 21Q: 3 clusters Score -4455901 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4455922.000000 Penalty: 4955.124023
	Iteration 22Q: 3 clusters Score -4455922 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -4455950.500000 Penalty: 4955.124023
	Iteration 23Q: 3 clusters Score -4455950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4455983.500000 Penalty: 4955.124023
	Iteration 24Q: 3 clusters Score -4455984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4456005.500000 Penalty: 4955.124023
	Iteration 25Q: 3 clusters Score -4456006 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4456040.000000 Penalty: 4955.124023
	Iteration 26Q: 3 clusters Score -4456040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4456055.500000 Penalty: 4955.124023
	Iteration 27Q: 3 clusters Score -4456056 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4456091.500000 Penalty: 4955.124023
	Iteration 28Q: 3 clusters Score -4456092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4456148.000000 Penalty: 4955.124023
	Iteration 29Q: 3 clusters Score -4456148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -4456178.500000 Penalty: 4955.124023
	Iteration 30Q: 3 clusters Score -4456178 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4456216.500000 Penalty: 4955.124023
	Iteration 31Q: 3 clusters Score -4456216 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4456258.500000 Penalty: 4955.124023
	Iteration 32Q: 3 clusters Score -4456258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4456271.000000 Penalty: 4955.124023
	Iteration 33Q: 3 clusters Score -4456271 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4456297.000000 Penalty: 4955.124023
	Iteration 34Q: 3 clusters Score -4456297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -4456310.000000 Penalty: 4955.124023
	Iteration 35Q: 3 clusters Score -4456310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -4456310.000000 Penalty: 4955.124023
	Iteration 36Q: 3 clusters Score -4456310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -4456337.500000 Penalty: 4955.124023
	Iteration 37Q: 3 clusters Score -4456338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4456358.000000 Penalty: 4955.124023
	Iteration 38Q: 3 clusters Score -4456358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4456374.500000 Penalty: 4955.124023
	Iteration 39Q: 3 clusters Score -4456374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4456394.500000 Penalty: 4955.124023
	Iteration 40F: 3 clusters Score -4456394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4456404.000000 Penalty: 4955.124023
	Iteration 41Q: 3 clusters Score -4456404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4456423.500000 Penalty: 4955.124023
	Iteration 42Q: 3 clusters Score -4456424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4456426.000000 Penalty: 4955.124023
	Iteration 43Q: 3 clusters Score -4456426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4456438.000000 Penalty: 4955.124023
	Iteration 44Q: 3 clusters Score -4456438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -4456438.500000 Penalty: 4955.124023
	Iteration 45Q: 3 clusters Score -4456438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -4456444.500000 Penalty: 4955.124023
	Iteration 46Q: 3 clusters Score -4456444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4456464.500000 Penalty: 4955.124023
	Iteration 47Q: 3 clusters Score -4456464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4456463.000000 Penalty: 4955.124023
	Iteration 48Q: 3 clusters Score -4456463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4456474.500000 Penalty: 4955.124023
	Iteration 49Q: 3 clusters Score -4456474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -4456468.500000 Penalty: 4955.124023
	Iteration 50Q: 3 clusters Score -4456468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4456474.000000 Penalty: 4955.124023
	Iteration 51Q: 3 clusters Score -4456474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4456469.000000 Penalty: 4955.124023
	Iteration 52Q: 3 clusters Score -4456469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4456470.500000 Penalty: 4955.124023
	Iteration 53Q: 3 clusters Score -4456470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4456470.500000 Penalty: 4955.124023
	Iteration 54Q: 3 clusters Score -4456470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4456470.500000 Penalty: 4955.124023
	Iteration 55Q: 3 clusters Score -4456470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4456475.500000 Penalty: 4955.124023
	Iteration 56Q: 3 clusters Score -4456476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4456467.500000 Penalty: 4955.124023
	Iteration 57Q: 3 clusters Score -4456468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4456465.500000 Penalty: 4955.124023
	Iteration 58Q: 3 clusters Score -4456466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4456472.500000 Penalty: 4955.124023
	Iteration 59Q: 3 clusters Score -4456472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4456475.000000 Penalty: 4955.124023
	Iteration 60F: 3 clusters Score -4456475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4456483.000000 Penalty: 4955.124023
	Iteration 61Q: 3 clusters Score -4456483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -4456482.500000 Penalty: 4955.124023
	Iteration 62Q: 3 clusters Score -4456482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4456481.000000 Penalty: 4955.124023
	Iteration 63Q: 3 clusters Score -4456481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4456481.500000 Penalty: 4955.124023
	Iteration 64Q: 3 clusters Score -4456482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4456481.500000 Penalty: 4955.124023
	Iteration 65F: 3 clusters Score -4456482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Entering Unmasked Estep 
Score: -5572247.000000 Penalty: 2550.730957
	Iteration 0F: 2 clusters Score -5572247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5552753.500000 Penalty: 5101.461914
	Iteration 0F: 3 clusters Score -5552754 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -5559918.000000 Penalty: 5101.461914
	Iteration 1F: 3 clusters Score -5559918 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -5560413.500000 Penalty: 5101.461914
	Iteration 2Q: 3 clusters Score -5560414 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -5560903.500000 Penalty: 5101.461914
	Iteration 3Q: 3 clusters Score -5560904 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5561413.000000 Penalty: 5101.461914
	Iteration 4Q: 3 clusters Score -5561413 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5561936.500000 Penalty: 5101.461914
	Iteration 5Q: 3 clusters Score -5561936 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5562512.000000 Penalty: 5101.461914
	Iteration 6Q: 3 clusters Score -5562512 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5563130.000000 Penalty: 5101.461914
	Iteration 7Q: 3 clusters Score -5563130 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5563958.000000 Penalty: 5101.461914
	Iteration 8Q: 3 clusters Score -5563958 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5565038.000000 Penalty: 5101.461914
	Iteration 9F: 3 clusters Score -5565038 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -5566168.000000 Penalty: 5101.461914
	Iteration 10F: 3 clusters Score -5566168 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5567067.500000 Penalty: 5101.461914
	Iteration 11Q: 3 clusters Score -5567068 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -5567530.000000 Penalty: 5101.461914
	Iteration 12Q: 3 clusters Score -5567530 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5567749.500000 Penalty: 5101.461914
	Iteration 13Q: 3 clusters Score -5567750 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -5567918.500000 Penalty: 5101.461914
	Iteration 14Q: 3 clusters Score -5567918 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5568049.000000 Penalty: 5101.461914
	Iteration 15Q: 3 clusters Score -5568049 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -5568159.500000 Penalty: 5101.461914
	Iteration 16Q: 3 clusters Score -5568160 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5568267.000000 Penalty: 5101.461914
	Iteration 17Q: 3 clusters Score -5568267 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5568371.000000 Penalty: 5101.461914
	Iteration 18Q: 3 clusters Score -5568371 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -5568477.500000 Penalty: 5101.461914
	Iteration 19Q: 3 clusters Score -5568478 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5568556.500000 Penalty: 5101.461914
	Iteration 20F: 3 clusters Score -5568556 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -5568653.000000 Penalty: 5101.461914
	Iteration 21Q: 3 clusters Score -5568653 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5568766.000000 Penalty: 5101.461914
	Iteration 22Q: 3 clusters Score -5568766 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5568839.000000 Penalty: 5101.461914
	Iteration 23Q: 3 clusters Score -5568839 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5568915.500000 Penalty: 5101.461914
	Iteration 24Q: 3 clusters Score -5568916 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5568963.000000 Penalty: 5101.461914
	Iteration 25Q: 3 clusters Score -5568963 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5569025.500000 Penalty: 5101.461914
	Iteration 26Q: 3 clusters Score -5569026 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5569094.000000 Penalty: 5101.461914
	Iteration 27Q: 3 clusters Score -5569094 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -5569193.000000 Penalty: 5101.461914
	Iteration 28Q: 3 clusters Score -5569193 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5569292.500000 Penalty: 5101.461914
	Iteration 29Q: 3 clusters Score -5569292 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -5569352.500000 Penalty: 5101.461914
	Iteration 30Q: 3 clusters Score -5569352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5569446.000000 Penalty: 5101.461914
	Iteration 31Q: 3 clusters Score -5569446 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5569514.500000 Penalty: 5101.461914
	Iteration 32Q: 3 clusters Score -5569514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -5569572.000000 Penalty: 5101.461914
	Iteration 33Q: 3 clusters Score -5569572 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -5569638.000000 Penalty: 5101.461914
	Iteration 34Q: 3 clusters Score -5569638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5569707.000000 Penalty: 5101.461914
	Iteration 35Q: 3 clusters Score -5569707 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5569785.000000 Penalty: 5101.461914
	Iteration 36Q: 3 clusters Score -5569785 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5569855.000000 Penalty: 5101.461914
	Iteration 37Q: 3 clusters Score -5569855 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -5569899.000000 Penalty: 5101.461914
	Iteration 38Q: 3 clusters Score -5569899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5569949.000000 Penalty: 5101.461914
	Iteration 39Q: 3 clusters Score -5569949 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -5569998.500000 Penalty: 5101.461914
	Iteration 40F: 3 clusters Score -5569998 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -5570038.500000 Penalty: 5101.461914
	Iteration 41Q: 3 clusters Score -5570038 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5570073.000000 Penalty: 5101.461914
	Iteration 42Q: 3 clusters Score -5570073 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -5570120.000000 Penalty: 5101.461914
	Iteration 43Q: 3 clusters Score -5570120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5570145.000000 Penalty: 5101.461914
	Iteration 44Q: 3 clusters Score -5570145 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -5570148.000000 Penalty: 5101.461914
	Iteration 45Q: 3 clusters Score -5570148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5570153.000000 Penalty: 5101.461914
	Iteration 46Q: 3 clusters Score -5570153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -5570199.000000 Penalty: 5101.461914
	Iteration 47Q: 3 clusters Score -5570199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5570218.500000 Penalty: 5101.461914
	Iteration 48Q: 3 clusters Score -5570218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5570229.500000 Penalty: 5101.461914
	Iteration 49Q: 3 clusters Score -5570230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -5570243.500000 Penalty: 5101.461914
	Iteration 50Q: 3 clusters Score -5570244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -5570258.500000 Penalty: 5101.461914
	Iteration 51Q: 3 clusters Score -5570258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5570265.000000 Penalty: 5101.461914
	Iteration 52Q: 3 clusters Score -5570265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5570289.000000 Penalty: 5101.461914
	Iteration 53Q: 3 clusters Score -5570289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5570292.500000 Penalty: 5101.461914
	Iteration 54Q: 3 clusters Score -5570292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5570284.500000 Penalty: 5101.461914
	Iteration 55Q: 3 clusters Score -5570284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -5570277.000000 Penalty: 5101.461914
	Iteration 56Q: 3 clusters Score -5570277 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -5570269.000000 Penalty: 5101.461914
	Iteration 57Q: 3 clusters Score -5570269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5570272.000000 Penalty: 5101.461914
	Iteration 58Q: 3 clusters Score -5570272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -5570271.500000 Penalty: 5101.461914
	Iteration 59Q: 3 clusters Score -5570272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5570257.500000 Penalty: 5101.461914
	Iteration 60F: 3 clusters Score -5570258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5570268.000000 Penalty: 5101.461914
	Iteration 61Q: 3 clusters Score -5570268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5570277.500000 Penalty: 5101.461914
	Iteration 62Q: 3 clusters Score -5570278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -5570275.500000 Penalty: 5101.461914
	Iteration 63Q: 3 clusters Score -5570276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5570278.000000 Penalty: 5101.461914
	Iteration 64Q: 3 clusters Score -5570278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5570278.000000 Penalty: 5101.461914
	Iteration 65Q: 3 clusters Score -5570278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5570288.500000 Penalty: 5101.461914
	Iteration 66Q: 3 clusters Score -5570288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5570289.500000 Penalty: 5101.461914
	Iteration 67Q: 3 clusters Score -5570290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -5570299.500000 Penalty: 5101.461914
	Iteration 68Q: 3 clusters Score -5570300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5570300.000000 Penalty: 5101.461914
	Iteration 69Q: 3 clusters Score -5570300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -5570303.000000 Penalty: 5101.461914
	Iteration 70Q: 3 clusters Score -5570303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5570309.000000 Penalty: 5101.461914
	Iteration 71Q: 3 clusters Score -5570309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5570306.500000 Penalty: 5101.461914
	Iteration 72Q: 3 clusters Score -5570306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -5570307.500000 Penalty: 5101.461914
	Iteration 73Q: 3 clusters Score -5570308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5570309.500000 Penalty: 5101.461914
	Iteration 74Q: 3 clusters Score -5570310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -5570312.500000 Penalty: 5101.461914
	Iteration 75Q: 3 clusters Score -5570312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -5570324.500000 Penalty: 5101.461914
	Iteration 76Q: 3 clusters Score -5570324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5570330.000000 Penalty: 5101.461914
	Iteration 77Q: 3 clusters Score -5570330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -5570332.500000 Penalty: 5101.461914
	Iteration 78Q: 3 clusters Score -5570332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5570336.500000 Penalty: 5101.461914
	Iteration 79Q: 3 clusters Score -5570336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5570331.000000 Penalty: 5101.461914
	Iteration 80F: 3 clusters Score -5570331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5570334.000000 Penalty: 5101.461914
	Iteration 81Q: 3 clusters Score -5570334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -5570329.500000 Penalty: 5101.461914
	Iteration 82Q: 3 clusters Score -5570330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -5570332.000000 Penalty: 5101.461914
	Iteration 83Q: 3 clusters Score -5570332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5570334.500000 Penalty: 5101.461914
	Iteration 84Q: 3 clusters Score -5570334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5570326.500000 Penalty: 5101.461914
	Iteration 85Q: 3 clusters Score -5570326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5570326.500000 Penalty: 5101.461914
	Iteration 86F: 3 clusters Score -5570326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (29423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Entering Unmasked Estep 
Score: -5672330.000000 Penalty: 2551.803955
	Iteration 0F: 2 clusters Score -5672330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -5652910.500000 Penalty: 5103.607910
	Iteration 0F: 3 clusters Score -5652910 nChanged 13283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5660227.000000 Penalty: 5103.607910
	Iteration 1F: 3 clusters Score -5660227 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -5660729.000000 Penalty: 5103.607910
	Iteration 2F: 3 clusters Score -5660729 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5661223.000000 Penalty: 5103.607910
	Iteration 3Q: 3 clusters Score -5661223 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5661807.500000 Penalty: 5103.607910
	Iteration 4Q: 3 clusters Score -5661808 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -5662589.500000 Penalty: 5103.607910
	Iteration 5F: 3 clusters Score -5662590 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5663637.500000 Penalty: 5103.607910
	Iteration 6F: 3 clusters Score -5663638 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5665068.000000 Penalty: 5103.607910
	Iteration 7F: 3 clusters Score -5665068 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -5666756.000000 Penalty: 5103.607910
	Iteration 8F: 3 clusters Score -5666756 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -5668239.500000 Penalty: 5103.607910
	Iteration 9F: 3 clusters Score -5668240 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5669125.000000 Penalty: 5103.607910
	Iteration 10Q: 3 clusters Score -5669125 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5669612.500000 Penalty: 5103.607910
	Iteration 11Q: 3 clusters Score -5669612 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5669829.500000 Penalty: 5103.607910
	Iteration 12Q: 3 clusters Score -5669830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5669945.000000 Penalty: 5103.607910
	Iteration 13Q: 3 clusters Score -5669945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5670002.500000 Penalty: 5103.607910
	Iteration 14Q: 3 clusters Score -5670002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5670034.500000 Penalty: 5103.607910
	Iteration 15Q: 3 clusters Score -5670034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5670051.500000 Penalty: 5103.607910
	Iteration 16Q: 3 clusters Score -5670052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5670071.000000 Penalty: 5103.607910
	Iteration 17Q: 3 clusters Score -5670071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5670081.000000 Penalty: 5103.607910
	Iteration 18Q: 3 clusters Score -5670081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5670094.000000 Penalty: 5103.607910
	Iteration 19Q: 3 clusters Score -5670094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5670104.000000 Penalty: 5103.607910
	Iteration 20F: 3 clusters Score -5670104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5670101.500000 Penalty: 5103.607910
	Iteration 21Q: 3 clusters Score -5670102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5670107.000000 Penalty: 5103.607910
	Iteration 22Q: 3 clusters Score -5670107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5670108.500000 Penalty: 5103.607910
	Iteration 23Q: 3 clusters Score -5670108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5670113.000000 Penalty: 5103.607910
	Iteration 24Q: 3 clusters Score -5670113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5670110.500000 Penalty: 5103.607910
	Iteration 25Q: 3 clusters Score -5670110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5670115.500000 Penalty: 5103.607910
	Iteration 26Q: 3 clusters Score -5670116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5670115.500000 Penalty: 5103.607910
	Iteration 27F: 3 clusters Score -5670116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (26037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Entering Unmasked Estep 
Score: -5370874.000000 Penalty: 2521.483887
	Iteration 0F: 2 clusters Score -5370874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5355926.500000 Penalty: 5042.967773
	Iteration 0F: 3 clusters Score -5355926 nChanged 11630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -5362305.000000 Penalty: 5042.967773
	Iteration 1F: 3 clusters Score -5362305 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5362635.000000 Penalty: 5042.967773
	Iteration 2Q: 3 clusters Score -5362635 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5362912.500000 Penalty: 5042.967773
	Iteration 3Q: 3 clusters Score -5362912 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5363119.500000 Penalty: 5042.967773
	Iteration 4Q: 3 clusters Score -5363120 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5363300.000000 Penalty: 5042.967773
	Iteration 5Q: 3 clusters Score -5363300 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5363515.500000 Penalty: 5042.967773
	Iteration 6Q: 3 clusters Score -5363516 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -5363715.000000 Penalty: 5042.967773
	Iteration 7Q: 3 clusters Score -5363715 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -5363894.500000 Penalty: 5042.967773
	Iteration 8Q: 3 clusters Score -5363894 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5363982.000000 Penalty: 5042.967773
	Iteration 9Q: 3 clusters Score -5363982 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -5364077.500000 Penalty: 5042.967773
	Iteration 10Q: 3 clusters Score -5364078 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5364107.000000 Penalty: 5042.967773
	Iteration 11Q: 3 clusters Score -5364107 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -5364199.000000 Penalty: 5042.967773
	Iteration 12Q: 3 clusters Score -5364199 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -5364221.000000 Penalty: 5042.967773
	Iteration 13Q: 3 clusters Score -5364221 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5364274.000000 Penalty: 5042.967773
	Iteration 14Q: 3 clusters Score -5364274 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5364371.500000 Penalty: 5042.967773
	Iteration 15Q: 3 clusters Score -5364372 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5364565.000000 Penalty: 5042.967773
	Iteration 16Q: 3 clusters Score -5364565 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -5364768.500000 Penalty: 5042.967773
	Iteration 17Q: 3 clusters Score -5364768 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -5365099.000000 Penalty: 5042.967773
	Iteration 18Q: 3 clusters Score -5365099 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -5365615.000000 Penalty: 5042.967773
	Iteration 19Q: 3 clusters Score -5365615 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5366214.000000 Penalty: 5042.967773
	Iteration 20F: 3 clusters Score -5366214 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5366691.500000 Penalty: 5042.967773
	Iteration 21Q: 3 clusters Score -5366692 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -5366943.000000 Penalty: 5042.967773
	Iteration 22Q: 3 clusters Score -5366943 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5367222.000000 Penalty: 5042.967773
	Iteration 23Q: 3 clusters Score -5367222 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -5367386.000000 Penalty: 5042.967773
	Iteration 24Q: 3 clusters Score -5367386 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5367601.500000 Penalty: 5042.967773
	Iteration 25Q: 3 clusters Score -5367602 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5367829.500000 Penalty: 5042.967773
	Iteration 26Q: 3 clusters Score -5367830 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5368013.500000 Penalty: 5042.967773
	Iteration 27Q: 3 clusters Score -5368014 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -5368198.500000 Penalty: 5042.967773
	Iteration 28Q: 3 clusters Score -5368198 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5368335.000000 Penalty: 5042.967773
	Iteration 29Q: 3 clusters Score -5368335 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -5368515.000000 Penalty: 5042.967773
	Iteration 30Q: 3 clusters Score -5368515 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -5368626.000000 Penalty: 5042.967773
	Iteration 31Q: 3 clusters Score -5368626 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5368730.500000 Penalty: 5042.967773
	Iteration 32Q: 3 clusters Score -5368730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -5368760.500000 Penalty: 5042.967773
	Iteration 33Q: 3 clusters Score -5368760 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5368754.500000 Penalty: 5042.967773
	Iteration 34Q: 3 clusters Score -5368754 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5368856.000000 Penalty: 5042.967773
	Iteration 35Q: 3 clusters Score -5368856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5368885.500000 Penalty: 5042.967773
	Iteration 36Q: 3 clusters Score -5368886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5368841.000000 Penalty: 5042.967773
	Iteration 37Q: 3 clusters Score -5368841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -5368891.500000 Penalty: 5042.967773
	Iteration 38Q: 3 clusters Score -5368892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5368915.500000 Penalty: 5042.967773
	Iteration 39Q: 3 clusters Score -5368916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5368919.500000 Penalty: 5042.967773
	Iteration 40F: 3 clusters Score -5368920 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -5368944.500000 Penalty: 5042.967773
	Iteration 41Q: 3 clusters Score -5368944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -5368940.500000 Penalty: 5042.967773
	Iteration 42Q: 3 clusters Score -5368940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -5368933.500000 Penalty: 5042.967773
	Iteration 43Q: 3 clusters Score -5368934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5368925.000000 Penalty: 5042.967773
	Iteration 44Q: 3 clusters Score -5368925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5368926.000000 Penalty: 5042.967773
	Iteration 45Q: 3 clusters Score -5368926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5368950.000000 Penalty: 5042.967773
	Iteration 46Q: 3 clusters Score -5368950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -5368942.500000 Penalty: 5042.967773
	Iteration 47Q: 3 clusters Score -5368942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5368938.000000 Penalty: 5042.967773
	Iteration 48Q: 3 clusters Score -5368938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5368921.500000 Penalty: 5042.967773
	Iteration 49Q: 3 clusters Score -5368922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5368933.000000 Penalty: 5042.967773
	Iteration 50Q: 3 clusters Score -5368933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -5368944.000000 Penalty: 5042.967773
	Iteration 51Q: 3 clusters Score -5368944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5368944.500000 Penalty: 5042.967773
	Iteration 52Q: 3 clusters Score -5368944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5368944.500000 Penalty: 5042.967773
	Iteration 53F: 3 clusters Score -5368944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 31882 members 
Mstep: Class 4 contains 23799 members 
Mstep: Class 5 contains 28350 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15167 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 34286 members 
Mstep: Class 10 contains 31723 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29227 members 
Mstep: Class 13 contains 20812 members 
Mstep: Class 14 contains 34824 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9868 members 
Mstep: Class 17 contains 1158 members 
Mstep: Class 18 contains 32931 members 
Mstep: Class 19 contains 28060 members 
Mstep: Class 20 contains 24137 members 
Mstep: Class 21 contains 43747 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26994 members 
Mstep: Class 24 contains 28576 members 
Mstep: Class 25 contains 33458 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31939 members 
Mstep: Class 28 contains 18423 members 
Mstep: Class 29 contains 28006 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1688 members 
Mstep: Class 32 contains 27130 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 24378 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26699 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19705 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29471 members 
Mstep: Class 41 contains 24589 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21811 members 
Mstep: Class 44 contains 29296 members 
Mstep: Class 45 contains 29423 members 
Mstep: Class 46 contains 26037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467040.000000 Penalty: 156710.000000
Iteration 479Q: 47 clusters Score -1.77467e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 31853 members 
Mstep: Class 4 contains 23762 members 
Mstep: Class 5 contains 28320 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 15170 members 
Mstep: Class 8 contains 24640 members 
Mstep: Class 9 contains 34300 members 
Mstep: Class 10 contains 31912 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29215 members 
Mstep: Class 13 contains 20729 members 
Mstep: Class 14 contains 34792 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9854 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32917 members 
Mstep: Class 19 contains 28050 members 
Mstep: Class 20 contains 24070 members 
Mstep: Class 21 contains 43776 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26958 members 
Mstep: Class 24 contains 28526 members 
Mstep: Class 25 contains 33468 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31915 members 
Mstep: Class 28 contains 18423 members 
Mstep: Class 29 contains 27995 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27107 members 
Mstep: Class 33 contains 23650 members 
Mstep: Class 34 contains 24424 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26700 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19678 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29485 members 
Mstep: Class 41 contains 24617 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21863 members 
Mstep: Class 44 contains 29330 members 
Mstep: Class 45 contains 29444 members 
Mstep: Class 46 contains 26086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467168.000000 Penalty: 156710.000000
Iteration 480F: 47 clusters Score -1.774672e+08 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 31810 members 
Mstep: Class 4 contains 23695 members 
Mstep: Class 5 contains 28312 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15157 members 
Mstep: Class 8 contains 24636 members 
Mstep: Class 9 contains 34315 members 
Mstep: Class 10 contains 32017 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29208 members 
Mstep: Class 13 contains 20634 members 
Mstep: Class 14 contains 34768 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9851 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32886 members 
Mstep: Class 19 contains 28040 members 
Mstep: Class 20 contains 24015 members 
Mstep: Class 21 contains 43819 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26920 members 
Mstep: Class 24 contains 28429 members 
Mstep: Class 25 contains 33478 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31929 members 
Mstep: Class 28 contains 18490 members 
Mstep: Class 29 contains 27978 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27100 members 
Mstep: Class 33 contains 23610 members 
Mstep: Class 34 contains 24473 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26691 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19658 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29496 members 
Mstep: Class 41 contains 24651 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21915 members 
Mstep: Class 44 contains 29357 members 
Mstep: Class 45 contains 29474 members 
Mstep: Class 46 contains 26162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467552.000000 Penalty: 156710.000000
Iteration 481Q: 47 clusters Score -1.774676e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 31826 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 28287 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15137 members 
Mstep: Class 8 contains 24632 members 
Mstep: Class 9 contains 34330 members 
Mstep: Class 10 contains 32071 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29192 members 
Mstep: Class 13 contains 20563 members 
Mstep: Class 14 contains 34737 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32857 members 
Mstep: Class 19 contains 28055 members 
Mstep: Class 20 contains 23961 members 
Mstep: Class 21 contains 43880 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26913 members 
Mstep: Class 24 contains 28344 members 
Mstep: Class 25 contains 33502 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31936 members 
Mstep: Class 28 contains 18566 members 
Mstep: Class 29 contains 27973 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27084 members 
Mstep: Class 33 contains 23557 members 
Mstep: Class 34 contains 24520 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26681 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19624 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29491 members 
Mstep: Class 41 contains 24694 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21949 members 
Mstep: Class 44 contains 29389 members 
Mstep: Class 45 contains 29492 members 
Mstep: Class 46 contains 26201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467632.000000 Penalty: 156710.000000
Iteration 482Q: 47 clusters Score -1.774676e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 31816 members 
Mstep: Class 4 contains 23560 members 
Mstep: Class 5 contains 28257 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15130 members 
Mstep: Class 8 contains 24626 members 
Mstep: Class 9 contains 34332 members 
Mstep: Class 10 contains 32084 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29175 members 
Mstep: Class 13 contains 20482 members 
Mstep: Class 14 contains 34726 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9837 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32833 members 
Mstep: Class 19 contains 28075 members 
Mstep: Class 20 contains 23929 members 
Mstep: Class 21 contains 43909 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26935 members 
Mstep: Class 24 contains 28278 members 
Mstep: Class 25 contains 33525 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31951 members 
Mstep: Class 28 contains 18649 members 
Mstep: Class 29 contains 27946 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27078 members 
Mstep: Class 33 contains 23513 members 
Mstep: Class 34 contains 24550 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 26677 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19599 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29492 members 
Mstep: Class 41 contains 24749 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21960 members 
Mstep: Class 44 contains 29398 members 
Mstep: Class 45 contains 29513 members 
Mstep: Class 46 contains 26297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468048.000000 Penalty: 156710.000000
Iteration 483Q: 47 clusters Score -1.77468e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1203 members 
Mstep: Class 3 contains 31828 members 
Mstep: Class 4 contains 23486 members 
Mstep: Class 5 contains 28229 members 
Mstep: Class 6 contains 3923 members 
Mstep: Class 7 contains 15121 members 
Mstep: Class 8 contains 24643 members 
Mstep: Class 9 contains 34351 members 
Mstep: Class 10 contains 32061 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29180 members 
Mstep: Class 13 contains 20404 members 
Mstep: Class 14 contains 34743 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9830 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32827 members 
Mstep: Class 19 contains 28065 members 
Mstep: Class 20 contains 23883 members 
Mstep: Class 21 contains 43923 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26936 members 
Mstep: Class 24 contains 28200 members 
Mstep: Class 25 contains 33517 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 31977 members 
Mstep: Class 28 contains 18733 members 
Mstep: Class 29 contains 27938 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27067 members 
Mstep: Class 33 contains 23473 members 
Mstep: Class 34 contains 24584 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26674 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19577 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29530 members 
Mstep: Class 41 contains 24800 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21951 members 
Mstep: Class 44 contains 29426 members 
Mstep: Class 45 contains 29522 members 
Mstep: Class 46 contains 26381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467872.000000 Penalty: 156710.000000
Iteration 484Q: 47 clusters Score -1.774679e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1202 members 
Mstep: Class 3 contains 31825 members 
Mstep: Class 4 contains 23406 members 
Mstep: Class 5 contains 28207 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15112 members 
Mstep: Class 8 contains 24637 members 
Mstep: Class 9 contains 34369 members 
Mstep: Class 10 contains 32012 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29173 members 
Mstep: Class 13 contains 20329 members 
Mstep: Class 14 contains 34749 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9822 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32811 members 
Mstep: Class 19 contains 28057 members 
Mstep: Class 20 contains 23863 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26946 members 
Mstep: Class 24 contains 28082 members 
Mstep: Class 25 contains 33535 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32013 members 
Mstep: Class 28 contains 18827 members 
Mstep: Class 29 contains 27931 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1687 members 
Mstep: Class 32 contains 27060 members 
Mstep: Class 33 contains 23448 members 
Mstep: Class 34 contains 24591 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26679 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19555 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29557 members 
Mstep: Class 41 contains 24850 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21932 members 
Mstep: Class 44 contains 29456 members 
Mstep: Class 45 contains 29551 members 
Mstep: Class 46 contains 26482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467776.000000 Penalty: 156710.000000
Iteration 485Q: 47 clusters Score -1.774678e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 31819 members 
Mstep: Class 4 contains 23314 members 
Mstep: Class 5 contains 28207 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 15110 members 
Mstep: Class 8 contains 24645 members 
Mstep: Class 9 contains 34380 members 
Mstep: Class 10 contains 31958 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29164 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 34750 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9817 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32818 members 
Mstep: Class 19 contains 28057 members 
Mstep: Class 20 contains 23851 members 
Mstep: Class 21 contains 44004 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26930 members 
Mstep: Class 24 contains 27938 members 
Mstep: Class 25 contains 33564 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32057 members 
Mstep: Class 28 contains 18962 members 
Mstep: Class 29 contains 27926 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1686 members 
Mstep: Class 32 contains 27051 members 
Mstep: Class 33 contains 23419 members 
Mstep: Class 34 contains 24607 members 
Mstep: Class 35 contains 2396 members 
Mstep: Class 36 contains 26701 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19536 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29583 members 
Mstep: Class 41 contains 24898 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21911 members 
Mstep: Class 44 contains 29472 members 
Mstep: Class 45 contains 29576 members 
Mstep: Class 46 contains 26568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467264.000000 Penalty: 156710.000000
Iteration 486Q: 47 clusters Score -1.774673e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 31779 members 
Mstep: Class 4 contains 23289 members 
Mstep: Class 5 contains 28206 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 15119 members 
Mstep: Class 8 contains 24658 members 
Mstep: Class 9 contains 34403 members 
Mstep: Class 10 contains 31914 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29167 members 
Mstep: Class 13 contains 20029 members 
Mstep: Class 14 contains 34747 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9800 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32817 members 
Mstep: Class 19 contains 28061 members 
Mstep: Class 20 contains 23843 members 
Mstep: Class 21 contains 44071 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26933 members 
Mstep: Class 24 contains 27801 members 
Mstep: Class 25 contains 33581 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32097 members 
Mstep: Class 28 contains 19099 members 
Mstep: Class 29 contains 27924 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1686 members 
Mstep: Class 32 contains 27018 members 
Mstep: Class 33 contains 23359 members 
Mstep: Class 34 contains 24605 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 26734 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19536 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29594 members 
Mstep: Class 41 contains 24942 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21893 members 
Mstep: Class 44 contains 29507 members 
Mstep: Class 45 contains 29599 members 
Mstep: Class 46 contains 26689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467264.000000 Penalty: 156710.000000
Iteration 487Q: 47 clusters Score -1.774673e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 31760 members 
Mstep: Class 4 contains 23267 members 
Mstep: Class 5 contains 28196 members 
Mstep: Class 6 contains 3911 members 
Mstep: Class 7 contains 15116 members 
Mstep: Class 8 contains 24682 members 
Mstep: Class 9 contains 34412 members 
Mstep: Class 10 contains 31870 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29168 members 
Mstep: Class 13 contains 19912 members 
Mstep: Class 14 contains 34738 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9801 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 32820 members 
Mstep: Class 19 contains 28082 members 
Mstep: Class 20 contains 23835 members 
Mstep: Class 21 contains 44118 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 26938 members 
Mstep: Class 24 contains 27641 members 
Mstep: Class 25 contains 33572 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32142 members 
Mstep: Class 28 contains 19247 members 
Mstep: Class 29 contains 27922 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1686 members 
Mstep: Class 32 contains 27007 members 
Mstep: Class 33 contains 23299 members 
Mstep: Class 34 contains 24593 members 
Mstep: Class 35 contains 2397 members 
Mstep: Class 36 contains 26741 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19524 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29639 members 
Mstep: Class 41 contains 24953 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21877 members 
Mstep: Class 44 contains 29539 members 
Mstep: Class 45 contains 29639 members 
Mstep: Class 46 contains 26789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467824.000000 Penalty: 156710.000000
Iteration 488Q: 47 clusters Score -1.774678e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 31748 members 
Mstep: Class 4 contains 23225 members 
Mstep: Class 5 contains 28185 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 15109 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 34433 members 
Mstep: Class 10 contains 31834 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29170 members 
Mstep: Class 13 contains 19788 members 
Mstep: Class 14 contains 34722 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9790 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 32803 members 
Mstep: Class 19 contains 28061 members 
Mstep: Class 20 contains 23830 members 
Mstep: Class 21 contains 44149 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 27443 members 
Mstep: Class 25 contains 33609 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32189 members 
Mstep: Class 28 contains 19445 members 
Mstep: Class 29 contains 27915 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1686 members 
Mstep: Class 32 contains 27001 members 
Mstep: Class 33 contains 23243 members 
Mstep: Class 34 contains 24561 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26734 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19525 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29642 members 
Mstep: Class 41 contains 25000 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21859 members 
Mstep: Class 44 contains 29557 members 
Mstep: Class 45 contains 29689 members 
Mstep: Class 46 contains 26925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468080.000000 Penalty: 156710.000000
Iteration 489Q: 47 clusters Score -1.774681e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 31763 members 
Mstep: Class 4 contains 23196 members 
Mstep: Class 5 contains 28174 members 
Mstep: Class 6 contains 3898 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 34461 members 
Mstep: Class 10 contains 31799 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29175 members 
Mstep: Class 13 contains 19645 members 
Mstep: Class 14 contains 34714 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9781 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 28016 members 
Mstep: Class 20 contains 23834 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26943 members 
Mstep: Class 24 contains 27205 members 
Mstep: Class 25 contains 33647 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32220 members 
Mstep: Class 28 contains 19692 members 
Mstep: Class 29 contains 27913 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1685 members 
Mstep: Class 32 contains 26980 members 
Mstep: Class 33 contains 23178 members 
Mstep: Class 34 contains 24523 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26704 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19548 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29671 members 
Mstep: Class 41 contains 25013 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21843 members 
Mstep: Class 44 contains 29565 members 
Mstep: Class 45 contains 29738 members 
Mstep: Class 46 contains 27070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468192.000000 Penalty: 156710.000000
Iteration 490Q: 47 clusters Score -1.774682e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 31767 members 
Mstep: Class 4 contains 23158 members 
Mstep: Class 5 contains 28154 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 15114 members 
Mstep: Class 8 contains 24777 members 
Mstep: Class 9 contains 34478 members 
Mstep: Class 10 contains 31798 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29160 members 
Mstep: Class 13 contains 19511 members 
Mstep: Class 14 contains 34706 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 32805 members 
Mstep: Class 19 contains 27999 members 
Mstep: Class 20 contains 23848 members 
Mstep: Class 21 contains 44190 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26947 members 
Mstep: Class 24 contains 26947 members 
Mstep: Class 25 contains 33656 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32236 members 
Mstep: Class 28 contains 19982 members 
Mstep: Class 29 contains 27903 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1684 members 
Mstep: Class 32 contains 26934 members 
Mstep: Class 33 contains 23135 members 
Mstep: Class 34 contains 24476 members 
Mstep: Class 35 contains 2401 members 
Mstep: Class 36 contains 26623 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19570 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29710 members 
Mstep: Class 41 contains 25026 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21829 members 
Mstep: Class 44 contains 29597 members 
Mstep: Class 45 contains 29817 members 
Mstep: Class 46 contains 27224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468080.000000 Penalty: 156710.000000
Iteration 491Q: 47 clusters Score -1.774681e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 1200 members 
Mstep: Class 3 contains 31737 members 
Mstep: Class 4 contains 23133 members 
Mstep: Class 5 contains 28174 members 
Mstep: Class 6 contains 3892 members 
Mstep: Class 7 contains 15122 members 
Mstep: Class 8 contains 24799 members 
Mstep: Class 9 contains 34503 members 
Mstep: Class 10 contains 31773 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29150 members 
Mstep: Class 13 contains 19397 members 
Mstep: Class 14 contains 34709 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9764 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 32824 members 
Mstep: Class 19 contains 27989 members 
Mstep: Class 20 contains 23863 members 
Mstep: Class 21 contains 44184 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26948 members 
Mstep: Class 24 contains 26804 members 
Mstep: Class 25 contains 33660 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32274 members 
Mstep: Class 28 contains 20261 members 
Mstep: Class 29 contains 27880 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1684 members 
Mstep: Class 32 contains 26901 members 
Mstep: Class 33 contains 23115 members 
Mstep: Class 34 contains 24420 members 
Mstep: Class 35 contains 2401 members 
Mstep: Class 36 contains 26537 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19586 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29739 members 
Mstep: Class 41 contains 25013 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21801 members 
Mstep: Class 44 contains 29629 members 
Mstep: Class 45 contains 29861 members 
Mstep: Class 46 contains 27299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468384.000000 Penalty: 156710.000000
Iteration 492Q: 47 clusters Score -1.774684e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 31713 members 
Mstep: Class 4 contains 23131 members 
Mstep: Class 5 contains 28189 members 
Mstep: Class 6 contains 3891 members 
Mstep: Class 7 contains 15125 members 
Mstep: Class 8 contains 24804 members 
Mstep: Class 9 contains 34514 members 
Mstep: Class 10 contains 31737 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29145 members 
Mstep: Class 13 contains 19288 members 
Mstep: Class 14 contains 34709 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9766 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 32856 members 
Mstep: Class 19 contains 27982 members 
Mstep: Class 20 contains 23876 members 
Mstep: Class 21 contains 44195 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26953 members 
Mstep: Class 24 contains 26694 members 
Mstep: Class 25 contains 33675 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32281 members 
Mstep: Class 28 contains 20515 members 
Mstep: Class 29 contains 27876 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1684 members 
Mstep: Class 32 contains 26869 members 
Mstep: Class 33 contains 23093 members 
Mstep: Class 34 contains 24398 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 26474 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19570 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29760 members 
Mstep: Class 41 contains 24973 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21807 members 
Mstep: Class 44 contains 29657 members 
Mstep: Class 45 contains 29903 members 
Mstep: Class 46 contains 27334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468736.000000 Penalty: 156710.000000
Iteration 493Q: 47 clusters Score -1.774687e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 31689 members 
Mstep: Class 4 contains 23148 members 
Mstep: Class 5 contains 28182 members 
Mstep: Class 6 contains 3894 members 
Mstep: Class 7 contains 15128 members 
Mstep: Class 8 contains 24796 members 
Mstep: Class 9 contains 34512 members 
Mstep: Class 10 contains 31711 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29150 members 
Mstep: Class 13 contains 19183 members 
Mstep: Class 14 contains 34696 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9763 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 32877 members 
Mstep: Class 19 contains 27960 members 
Mstep: Class 20 contains 23865 members 
Mstep: Class 21 contains 44194 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 26989 members 
Mstep: Class 24 contains 26620 members 
Mstep: Class 25 contains 33686 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32305 members 
Mstep: Class 28 contains 20756 members 
Mstep: Class 29 contains 27867 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1683 members 
Mstep: Class 32 contains 26847 members 
Mstep: Class 33 contains 23090 members 
Mstep: Class 34 contains 24397 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 26402 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19565 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29766 members 
Mstep: Class 41 contains 24954 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21796 members 
Mstep: Class 44 contains 29693 members 
Mstep: Class 45 contains 29921 members 
Mstep: Class 46 contains 27350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468640.000000 Penalty: 156710.000000
Iteration 494Q: 47 clusters Score -1.774686e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 1195 members 
Mstep: Class 3 contains 31661 members 
Mstep: Class 4 contains 23156 members 
Mstep: Class 5 contains 28163 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 15133 members 
Mstep: Class 8 contains 24778 members 
Mstep: Class 9 contains 34504 members 
Mstep: Class 10 contains 31692 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29154 members 
Mstep: Class 13 contains 19091 members 
Mstep: Class 14 contains 34683 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9762 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 32906 members 
Mstep: Class 19 contains 27943 members 
Mstep: Class 20 contains 23852 members 
Mstep: Class 21 contains 44188 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 27000 members 
Mstep: Class 24 contains 26566 members 
Mstep: Class 25 contains 33693 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32327 members 
Mstep: Class 28 contains 20923 members 
Mstep: Class 29 contains 27863 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 26846 members 
Mstep: Class 33 contains 23083 members 
Mstep: Class 34 contains 24402 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 26365 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19584 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29778 members 
Mstep: Class 41 contains 24922 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21799 members 
Mstep: Class 44 contains 29736 members 
Mstep: Class 45 contains 29935 members 
Mstep: Class 46 contains 27381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468992.000000 Penalty: 156710.000000
Iteration 495Q: 47 clusters Score -1.77469e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 4 contains 23178 members 
Mstep: Class 5 contains 28151 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 15136 members 
Mstep: Class 8 contains 24776 members 
Mstep: Class 9 contains 34501 members 
Mstep: Class 10 contains 31664 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29153 members 
Mstep: Class 13 contains 19018 members 
Mstep: Class 14 contains 34666 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9758 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 32947 members 
Mstep: Class 19 contains 27933 members 
Mstep: Class 20 contains 23836 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 27020 members 
Mstep: Class 24 contains 26485 members 
Mstep: Class 25 contains 33719 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32373 members 
Mstep: Class 28 contains 21056 members 
Mstep: Class 29 contains 27856 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 26831 members 
Mstep: Class 33 contains 23061 members 
Mstep: Class 34 contains 24408 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26337 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19599 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29777 members 
Mstep: Class 41 contains 24892 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21795 members 
Mstep: Class 44 contains 29765 members 
Mstep: Class 45 contains 29940 members 
Mstep: Class 46 contains 27412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468960.000000 Penalty: 156710.000000
Iteration 496Q: 47 clusters Score -1.77469e+08 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 31632 members 
Mstep: Class 4 contains 23197 members 
Mstep: Class 5 contains 28135 members 
Mstep: Class 6 contains 3901 members 
Mstep: Class 7 contains 15144 members 
Mstep: Class 8 contains 24762 members 
Mstep: Class 9 contains 34485 members 
Mstep: Class 10 contains 31641 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29156 members 
Mstep: Class 13 contains 18902 members 
Mstep: Class 14 contains 34659 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 32983 members 
Mstep: Class 19 contains 27903 members 
Mstep: Class 20 contains 23824 members 
Mstep: Class 21 contains 44183 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 27033 members 
Mstep: Class 24 contains 26412 members 
Mstep: Class 25 contains 33733 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32411 members 
Mstep: Class 28 contains 21202 members 
Mstep: Class 29 contains 27861 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 26814 members 
Mstep: Class 33 contains 23050 members 
Mstep: Class 34 contains 24415 members 
Mstep: Class 35 contains 2402 members 
Mstep: Class 36 contains 26305 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19611 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 24866 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21790 members 
Mstep: Class 44 contains 29789 members 
Mstep: Class 45 contains 29965 members 
Mstep: Class 46 contains 27457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469360.000000 Penalty: 156710.000000
Iteration 497Q: 47 clusters Score -1.774694e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 31615 members 
Mstep: Class 4 contains 23228 members 
Mstep: Class 5 contains 28145 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 15150 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 34479 members 
Mstep: Class 10 contains 31579 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29157 members 
Mstep: Class 13 contains 18755 members 
Mstep: Class 14 contains 34659 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9753 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 33026 members 
Mstep: Class 19 contains 27917 members 
Mstep: Class 20 contains 23796 members 
Mstep: Class 21 contains 44208 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 27046 members 
Mstep: Class 24 contains 26311 members 
Mstep: Class 25 contains 33741 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32434 members 
Mstep: Class 28 contains 21368 members 
Mstep: Class 29 contains 27862 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 26816 members 
Mstep: Class 33 contains 23040 members 
Mstep: Class 34 contains 24417 members 
Mstep: Class 35 contains 2400 members 
Mstep: Class 36 contains 26276 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19607 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29783 members 
Mstep: Class 41 contains 24837 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21791 members 
Mstep: Class 44 contains 29817 members 
Mstep: Class 45 contains 30003 members 
Mstep: Class 46 contains 27508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468800.000000 Penalty: 156710.000000
Iteration 498Q: 47 clusters Score -1.774688e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 31605 members 
Mstep: Class 4 contains 23238 members 
Mstep: Class 5 contains 28163 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 15151 members 
Mstep: Class 8 contains 24757 members 
Mstep: Class 9 contains 34496 members 
Mstep: Class 10 contains 31537 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29152 members 
Mstep: Class 13 contains 18601 members 
Mstep: Class 14 contains 34659 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9754 members 
Mstep: Class 17 contains 1161 members 
Mstep: Class 18 contains 33066 members 
Mstep: Class 19 contains 27895 members 
Mstep: Class 20 contains 23764 members 
Mstep: Class 21 contains 44212 members 
Mstep: Class 22 contains 767 members 
Mstep: Class 23 contains 27052 members 
Mstep: Class 24 contains 26226 members 
Mstep: Class 25 contains 33748 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32461 members 
Mstep: Class 28 contains 21567 members 
Mstep: Class 29 contains 27856 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1682 members 
Mstep: Class 32 contains 26813 members 
Mstep: Class 33 contains 23035 members 
Mstep: Class 34 contains 24429 members 
Mstep: Class 35 contains 2399 members 
Mstep: Class 36 contains 26247 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19614 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29761 members 
Mstep: Class 41 contains 24829 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21764 members 
Mstep: Class 44 contains 29852 members 
Mstep: Class 45 contains 30041 members 
Mstep: Class 46 contains 27533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468256.000000 Penalty: 156710.000000
Iteration 499Q: 47 clusters Score -1.774683e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 31588 members 
Mstep: Class 4 contains 23239 members 
Mstep: Class 5 contains 28178 members 
Mstep: Class 6 contains 3904 members 
Mstep: Class 7 contains 15153 members 
Mstep: Class 8 contains 24759 members 
Mstep: Class 9 contains 34502 members 
Mstep: Class 10 contains 31534 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 29158 members 
Mstep: Class 13 contains 18449 members 
Mstep: Class 14 contains 34665 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 9755 members 
Mstep: Class 17 contains 1162 members 
Mstep: Class 18 contains 33118 members 
Mstep: Class 19 contains 27870 members 
Mstep: Class 20 contains 23743 members 
Mstep: Class 21 contains 44212 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 27063 members 
Mstep: Class 24 contains 26129 members 
Mstep: Class 25 contains 33741 members 
Mstep: Class 26 contains 186 members 
Mstep: Class 27 contains 32470 members 
Mstep: Class 28 contains 21736 members 
Mstep: Class 29 contains 27858 members 
Mstep: Class 30 contains 224 members 
Mstep: Class 31 contains 1681 members 
Mstep: Class 32 contains 26814 members 
Mstep: Class 33 contains 23040 members 
Mstep: Class 34 contains 24443 members 
Mstep: Class 35 contains 2398 members 
Mstep: Class 36 contains 26220 members 
Mstep: Class 37 contains 912 members 
Mstep: Class 38 contains 19642 members 
Mstep: Class 39 contains 485 members 
Mstep: Class 40 contains 29738 members 
Mstep: Class 41 contains 24826 members 
Mstep: Class 42 contains 163 members 
Mstep: Class 43 contains 21761 members 
Mstep: Class 44 contains 29872 members 
Mstep: Class 45 contains 30055 members 
Mstep: Class 46 contains 27566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468624.000000 Penalty: 156710.000000
Iteration 500F: 47 clusters Score -1.774686e+08 nChanged 2049
Maximum iterations exceeded
--- Evaluating fit on full set of 2773065 points ---
Entering Unmasked Estep 
Score: -532402144.000000 Penalty: 169242.968750
20->47 Clusters: Score -532402144.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 924355 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 45992 members 
Mstep: Class 3 contains 46352 members 
Mstep: Class 4 contains 46259 members 
Mstep: Class 5 contains 46196 members 
Mstep: Class 6 contains 46327 members 
Mstep: Class 7 contains 46407 members 
Mstep: Class 8 contains 45795 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 46242 members 
Mstep: Class 12 contains 46005 members 
Mstep: Class 13 contains 46216 members 
Mstep: Class 14 contains 46307 members 
Mstep: Class 15 contains 46455 members 
Mstep: Class 16 contains 45833 members 
Mstep: Class 17 contains 46120 members 
Mstep: Class 18 contains 46473 members 
Mstep: Class 19 contains 46120 members 
Mstep: Class 20 contains 46459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3178.811523 but Gain 3406.734375
Score: -168568160.000000 Penalty: 64728.046875
Iteration 0F: 20 clusters Score -1.685682e+08 nChanged 877644
Entering Unmasked Mstep 
Mstep: Class 0 contains 2893 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 4 contains 21378 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 25535 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 3987 members 
Mstep: Class 11 contains 15877 members 
Mstep: Class 12 contains 495319 members 
Mstep: Class 13 contains 13662 members 
Mstep: Class 14 contains 9320 members 
Mstep: Class 15 contains 14299 members 
Mstep: Class 16 contains 27528 members 
Mstep: Class 17 contains 181493 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 17770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -174119952.000000 Penalty: 64728.046875
Iteration 1F: 20 clusters Score -1.7412e+08 nChanged 315342
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 34264 members 
Mstep: Class 4 contains 27919 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 16435 members 
Mstep: Class 7 contains 3282 members 
Mstep: Class 8 contains 27024 members 
Mstep: Class 9 contains 31176 members 
Mstep: Class 10 contains 1965 members 
Mstep: Class 11 contains 20121 members 
Mstep: Class 12 contains 423195 members 
Mstep: Class 13 contains 26160 members 
Mstep: Class 14 contains 8169 members 
Mstep: Class 15 contains 6256 members 
Mstep: Class 16 contains 80838 members 
Mstep: Class 17 contains 156345 members 
Mstep: Class 18 contains 12164 members 
Mstep: Class 19 contains 2653 members 
Mstep: Class 20 contains 25182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -175587024.000000 Penalty: 64728.046875
Iteration 2F: 20 clusters Score -1.75587e+08 nChanged 216620
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 50568 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 12849 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 2834 members 
Mstep: Class 8 contains 32795 members 
Mstep: Class 9 contains 47646 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 11 contains 20160 members 
Mstep: Class 12 contains 365318 members 
Mstep: Class 13 contains 47109 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 15 contains 5539 members 
Mstep: Class 16 contains 111874 members 
Mstep: Class 17 contains 118004 members 
Mstep: Class 18 contains 15480 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 28169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -175948624.000000 Penalty: 64728.046875
Iteration 3F: 20 clusters Score -1.759486e+08 nChanged 198260
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 65920 members 
Mstep: Class 4 contains 25092 members 
Mstep: Class 5 contains 10935 members 
Mstep: Class 6 contains 33108 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 39809 members 
Mstep: Class 9 contains 72157 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 17336 members 
Mstep: Class 12 contains 303211 members 
Mstep: Class 13 contains 78729 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 7368 members 
Mstep: Class 16 contains 82344 members 
Mstep: Class 17 contains 122617 members 
Mstep: Class 18 contains 18586 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 29619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176113872.000000 Penalty: 64728.046875
Iteration 4F: 20 clusters Score -1.761139e+08 nChanged 173998
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 68834 members 
Mstep: Class 4 contains 27784 members 
Mstep: Class 5 contains 10283 members 
Mstep: Class 6 contains 53863 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 49874 members 
Mstep: Class 9 contains 76110 members 
Mstep: Class 10 contains 1834 members 
Mstep: Class 11 contains 14792 members 
Mstep: Class 12 contains 266375 members 
Mstep: Class 13 contains 80255 members 
Mstep: Class 14 contains 3761 members 
Mstep: Class 15 contains 8882 members 
Mstep: Class 16 contains 62607 members 
Mstep: Class 17 contains 128931 members 
Mstep: Class 18 contains 23729 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 35266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176254128.000000 Penalty: 64728.046875
Iteration 5F: 20 clusters Score -1.762541e+08 nChanged 143307
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 56138 members 
Mstep: Class 4 contains 31916 members 
Mstep: Class 5 contains 9957 members 
Mstep: Class 6 contains 88616 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 58660 members 
Mstep: Class 9 contains 61151 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 12177 members 
Mstep: Class 12 contains 240781 members 
Mstep: Class 13 contains 76201 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 62982 members 
Mstep: Class 17 contains 124425 members 
Mstep: Class 18 contains 30431 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 44470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176337840.000000 Penalty: 64728.046875
Iteration 6F: 20 clusters Score -1.763378e+08 nChanged 142172
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 53548 members 
Mstep: Class 4 contains 37466 members 
Mstep: Class 5 contains 9657 members 
Mstep: Class 6 contains 70287 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 60330 members 
Mstep: Class 9 contains 63687 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 10197 members 
Mstep: Class 12 contains 218499 members 
Mstep: Class 13 contains 79088 members 
Mstep: Class 14 contains 3173 members 
Mstep: Class 15 contains 11004 members 
Mstep: Class 16 contains 63015 members 
Mstep: Class 17 contains 126918 members 
Mstep: Class 18 contains 43446 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 60974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176435024.000000 Penalty: 64728.046875
Iteration 7F: 20 clusters Score -1.76435e+08 nChanged 127444
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 51052 members 
Mstep: Class 4 contains 44778 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 69618 members 
Mstep: Class 7 contains 2739 members 
Mstep: Class 8 contains 58199 members 
Mstep: Class 9 contains 60707 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 11 contains 8826 members 
Mstep: Class 12 contains 201187 members 
Mstep: Class 13 contains 80217 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 57235 members 
Mstep: Class 17 contains 117238 members 
Mstep: Class 18 contains 60795 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 77404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3250.845947 but Gain 3406.742188
Score: -176492848.000000 Penalty: 61321.304688
Iteration 8F: 19 clusters Score -1.764928e+08 nChanged 134921
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 50582 members 
Mstep: Class 4 contains 58649 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 65824 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 59744 members 
Mstep: Class 9 contains 56494 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 8034 members 
Mstep: Class 12 contains 182495 members 
Mstep: Class 13 contains 79642 members 
Mstep: Class 15 contains 13382 members 
Mstep: Class 16 contains 54520 members 
Mstep: Class 17 contains 113683 members 
Mstep: Class 18 contains 89229 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 20 contains 68861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176507456.000000 Penalty: 61321.304688
Iteration 9F: 19 clusters Score -1.765075e+08 nChanged 127106
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 54439 members 
Mstep: Class 4 contains 77446 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 71177 members 
Mstep: Class 7 contains 2737 members 
Mstep: Class 8 contains 59010 members 
Mstep: Class 9 contains 64569 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 160662 members 
Mstep: Class 13 contains 83890 members 
Mstep: Class 15 contains 14386 members 
Mstep: Class 16 contains 55639 members 
Mstep: Class 17 contains 112173 members 
Mstep: Class 18 contains 74569 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 64260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176530336.000000 Penalty: 61321.304688
Iteration 10F: 19 clusters Score -1.765303e+08 nChanged 95503
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 56650 members 
Mstep: Class 4 contains 77133 members 
Mstep: Class 5 contains 14184 members 
Mstep: Class 6 contains 71481 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 61028 members 
Mstep: Class 9 contains 69627 members 
Mstep: Class 10 contains 1954 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 143890 members 
Mstep: Class 13 contains 84373 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 16 contains 58849 members 
Mstep: Class 17 contains 109303 members 
Mstep: Class 18 contains 74174 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 66545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176568528.000000 Penalty: 61321.304688
Iteration 11F: 19 clusters Score -1.765685e+08 nChanged 76831
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 57359 members 
Mstep: Class 4 contains 74760 members 
Mstep: Class 5 contains 18592 members 
Mstep: Class 6 contains 72186 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 62658 members 
Mstep: Class 9 contains 71512 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 7621 members 
Mstep: Class 12 contains 132433 members 
Mstep: Class 13 contains 84712 members 
Mstep: Class 15 contains 18093 members 
Mstep: Class 16 contains 62731 members 
Mstep: Class 17 contains 104457 members 
Mstep: Class 18 contains 74256 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 69430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176604032.000000 Penalty: 61321.304688
Iteration 12F: 19 clusters Score -1.76604e+08 nChanged 69737
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 58131 members 
Mstep: Class 4 contains 73422 members 
Mstep: Class 5 contains 24366 members 
Mstep: Class 6 contains 72456 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 8 contains 63689 members 
Mstep: Class 9 contains 73066 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 7746 members 
Mstep: Class 12 contains 125298 members 
Mstep: Class 13 contains 83254 members 
Mstep: Class 15 contains 20283 members 
Mstep: Class 16 contains 65449 members 
Mstep: Class 17 contains 99154 members 
Mstep: Class 18 contains 74149 members 
Mstep: Class 19 contains 1797 members 
Mstep: Class 20 contains 70108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176636512.000000 Penalty: 61321.304688
Iteration 13F: 19 clusters Score -1.766365e+08 nChanged 62289
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 58495 members 
Mstep: Class 4 contains 72495 members 
Mstep: Class 5 contains 31587 members 
Mstep: Class 6 contains 72557 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 64195 members 
Mstep: Class 9 contains 73978 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 119918 members 
Mstep: Class 13 contains 81731 members 
Mstep: Class 15 contains 22540 members 
Mstep: Class 16 contains 66940 members 
Mstep: Class 17 contains 94527 members 
Mstep: Class 18 contains 73629 members 
Mstep: Class 19 contains 1789 members 
Mstep: Class 20 contains 69787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176664368.000000 Penalty: 61321.304688
Iteration 14F: 19 clusters Score -1.766644e+08 nChanged 57307
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 58260 members 
Mstep: Class 4 contains 71043 members 
Mstep: Class 5 contains 40363 members 
Mstep: Class 6 contains 72852 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 8 contains 64250 members 
Mstep: Class 9 contains 74573 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 116154 members 
Mstep: Class 13 contains 80222 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 67705 members 
Mstep: Class 17 contains 89475 members 
Mstep: Class 18 contains 73046 members 
Mstep: Class 19 contains 1784 members 
Mstep: Class 20 contains 69105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176690160.000000 Penalty: 61321.304688
Iteration 15F: 19 clusters Score -1.766902e+08 nChanged 54183
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 57622 members 
Mstep: Class 4 contains 69605 members 
Mstep: Class 5 contains 50123 members 
Mstep: Class 6 contains 73100 members 
Mstep: Class 7 contains 3204 members 
Mstep: Class 8 contains 63990 members 
Mstep: Class 9 contains 74976 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 113666 members 
Mstep: Class 13 contains 79071 members 
Mstep: Class 15 contains 27053 members 
Mstep: Class 16 contains 67938 members 
Mstep: Class 17 contains 83655 members 
Mstep: Class 18 contains 72333 members 
Mstep: Class 19 contains 1776 members 
Mstep: Class 20 contains 68170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176720496.000000 Penalty: 61321.304688
Iteration 16F: 19 clusters Score -1.767205e+08 nChanged 50598
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 55348 members 
Mstep: Class 4 contains 66848 members 
Mstep: Class 5 contains 65080 members 
Mstep: Class 6 contains 72982 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 63327 members 
Mstep: Class 9 contains 74737 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 11 contains 8979 members 
Mstep: Class 12 contains 109756 members 
Mstep: Class 13 contains 78227 members 
Mstep: Class 15 contains 28904 members 
Mstep: Class 16 contains 67569 members 
Mstep: Class 17 contains 80822 members 
Mstep: Class 18 contains 70977 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 66180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176736304.000000 Penalty: 61321.304688
Iteration 17F: 19 clusters Score -1.767363e+08 nChanged 53380
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 54406 members 
Mstep: Class 4 contains 63726 members 
Mstep: Class 5 contains 79010 members 
Mstep: Class 6 contains 72929 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 62671 members 
Mstep: Class 9 contains 74636 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 9553 members 
Mstep: Class 12 contains 105377 members 
Mstep: Class 13 contains 77263 members 
Mstep: Class 15 contains 31097 members 
Mstep: Class 16 contains 66981 members 
Mstep: Class 17 contains 78812 members 
Mstep: Class 18 contains 69519 members 
Mstep: Class 19 contains 1769 members 
Mstep: Class 20 contains 63645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176736672.000000 Penalty: 61321.304688
Iteration 18F: 19 clusters Score -1.767367e+08 nChanged 47301
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 57061 members 
Mstep: Class 4 contains 64792 members 
Mstep: Class 5 contains 77702 members 
Mstep: Class 6 contains 72550 members 
Mstep: Class 7 contains 3312 members 
Mstep: Class 8 contains 63216 members 
Mstep: Class 9 contains 74456 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 11 contains 10292 members 
Mstep: Class 12 contains 100405 members 
Mstep: Class 13 contains 76483 members 
Mstep: Class 15 contains 34375 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 77447 members 
Mstep: Class 18 contains 68709 members 
Mstep: Class 19 contains 1767 members 
Mstep: Class 20 contains 64554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176742608.000000 Penalty: 61321.304688
Iteration 19F: 19 clusters Score -1.767426e+08 nChanged 38088
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 58278 members 
Mstep: Class 4 contains 66102 members 
Mstep: Class 5 contains 74867 members 
Mstep: Class 6 contains 72403 members 
Mstep: Class 7 contains 3322 members 
Mstep: Class 8 contains 63356 members 
Mstep: Class 9 contains 74569 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 94981 members 
Mstep: Class 13 contains 76277 members 
Mstep: Class 15 contains 37921 members 
Mstep: Class 16 contains 68016 members 
Mstep: Class 17 contains 76775 members 
Mstep: Class 18 contains 68512 members 
Mstep: Class 19 contains 1764 members 
Mstep: Class 20 contains 66147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176747680.000000 Penalty: 61321.304688
Iteration 20F: 19 clusters Score -1.767477e+08 nChanged 35342
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 59437 members 
Mstep: Class 4 contains 66842 members 
Mstep: Class 5 contains 72585 members 
Mstep: Class 6 contains 72442 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 63200 members 
Mstep: Class 9 contains 74536 members 
Mstep: Class 10 contains 2275 members 
Mstep: Class 11 contains 12510 members 
Mstep: Class 12 contains 89502 members 
Mstep: Class 13 contains 76170 members 
Mstep: Class 15 contains 41772 members 
Mstep: Class 16 contains 68581 members 
Mstep: Class 17 contains 76456 members 
Mstep: Class 18 contains 68368 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 66919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176749424.000000 Penalty: 61321.304688
Iteration 21Q: 19 clusters Score -1.767494e+08 nChanged 34321
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 60333 members 
Mstep: Class 4 contains 67146 members 
Mstep: Class 5 contains 70845 members 
Mstep: Class 6 contains 72441 members 
Mstep: Class 7 contains 3410 members 
Mstep: Class 8 contains 62941 members 
Mstep: Class 9 contains 74679 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 14187 members 
Mstep: Class 12 contains 82630 members 
Mstep: Class 13 contains 76592 members 
Mstep: Class 15 contains 45953 members 
Mstep: Class 16 contains 68935 members 
Mstep: Class 17 contains 77002 members 
Mstep: Class 18 contains 68196 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176759504.000000 Penalty: 61321.304688
Iteration 22Q: 19 clusters Score -1.767595e+08 nChanged 29829
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 61204 members 
Mstep: Class 4 contains 67327 members 
Mstep: Class 5 contains 69224 members 
Mstep: Class 6 contains 72086 members 
Mstep: Class 7 contains 3445 members 
Mstep: Class 8 contains 62354 members 
Mstep: Class 9 contains 74328 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 16431 members 
Mstep: Class 12 contains 78766 members 
Mstep: Class 13 contains 75999 members 
Mstep: Class 15 contains 50590 members 
Mstep: Class 16 contains 69371 members 
Mstep: Class 17 contains 75880 members 
Mstep: Class 18 contains 68032 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176773696.000000 Penalty: 61321.304688
Iteration 23Q: 19 clusters Score -1.767737e+08 nChanged 28012
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 61588 members 
Mstep: Class 4 contains 67261 members 
Mstep: Class 5 contains 68139 members 
Mstep: Class 6 contains 71501 members 
Mstep: Class 7 contains 3459 members 
Mstep: Class 8 contains 61546 members 
Mstep: Class 9 contains 73661 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 76155 members 
Mstep: Class 13 contains 75128 members 
Mstep: Class 15 contains 55105 members 
Mstep: Class 16 contains 69685 members 
Mstep: Class 17 contains 74695 members 
Mstep: Class 18 contains 67576 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176786448.000000 Penalty: 61321.304688
Iteration 24Q: 19 clusters Score -1.767864e+08 nChanged 26794
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 61823 members 
Mstep: Class 4 contains 67385 members 
Mstep: Class 5 contains 67336 members 
Mstep: Class 6 contains 70807 members 
Mstep: Class 7 contains 3485 members 
Mstep: Class 8 contains 61047 members 
Mstep: Class 9 contains 72812 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 23171 members 
Mstep: Class 12 contains 74094 members 
Mstep: Class 13 contains 74152 members 
Mstep: Class 15 contains 58031 members 
Mstep: Class 16 contains 69852 members 
Mstep: Class 17 contains 73456 members 
Mstep: Class 18 contains 67060 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176798544.000000 Penalty: 61321.304688
Iteration 25Q: 19 clusters Score -1.767985e+08 nChanged 24412
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 61966 members 
Mstep: Class 4 contains 67435 members 
Mstep: Class 5 contains 67101 members 
Mstep: Class 6 contains 70029 members 
Mstep: Class 7 contains 3507 members 
Mstep: Class 8 contains 60724 members 
Mstep: Class 9 contains 71847 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 28050 members 
Mstep: Class 12 contains 72336 members 
Mstep: Class 13 contains 73172 members 
Mstep: Class 15 contains 59162 members 
Mstep: Class 16 contains 69928 members 
Mstep: Class 17 contains 72274 members 
Mstep: Class 18 contains 66433 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176810000.000000 Penalty: 61321.304688
Iteration 26Q: 19 clusters Score -1.7681e+08 nChanged 23311
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 61789 members 
Mstep: Class 4 contains 67404 members 
Mstep: Class 5 contains 66992 members 
Mstep: Class 6 contains 69352 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 60725 members 
Mstep: Class 9 contains 70760 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 33911 members 
Mstep: Class 12 contains 70860 members 
Mstep: Class 13 contains 72226 members 
Mstep: Class 15 contains 59229 members 
Mstep: Class 16 contains 69902 members 
Mstep: Class 17 contains 71005 members 
Mstep: Class 18 contains 65824 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176818816.000000 Penalty: 61321.304688
Iteration 27Q: 19 clusters Score -1.768188e+08 nChanged 23003
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 61420 members 
Mstep: Class 4 contains 67286 members 
Mstep: Class 5 contains 66829 members 
Mstep: Class 6 contains 68646 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 69765 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 40451 members 
Mstep: Class 12 contains 69536 members 
Mstep: Class 13 contains 71336 members 
Mstep: Class 15 contains 59069 members 
Mstep: Class 16 contains 69856 members 
Mstep: Class 17 contains 69814 members 
Mstep: Class 18 contains 64960 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176823040.000000 Penalty: 61321.304688
Iteration 28Q: 19 clusters Score -1.76823e+08 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 61135 members 
Mstep: Class 4 contains 67158 members 
Mstep: Class 5 contains 66859 members 
Mstep: Class 6 contains 68273 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 61089 members 
Mstep: Class 9 contains 69058 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 44305 members 
Mstep: Class 12 contains 68270 members 
Mstep: Class 13 contains 71083 members 
Mstep: Class 15 contains 58930 members 
Mstep: Class 16 contains 69753 members 
Mstep: Class 17 contains 68828 members 
Mstep: Class 18 contains 64672 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176826736.000000 Penalty: 61321.304688
Iteration 29Q: 19 clusters Score -1.768267e+08 nChanged 17432
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 61304 members 
Mstep: Class 4 contains 67052 members 
Mstep: Class 5 contains 66799 members 
Mstep: Class 6 contains 67972 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 61303 members 
Mstep: Class 9 contains 68590 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 46673 members 
Mstep: Class 12 contains 67523 members 
Mstep: Class 13 contains 70754 members 
Mstep: Class 15 contains 58924 members 
Mstep: Class 16 contains 69594 members 
Mstep: Class 17 contains 68005 members 
Mstep: Class 18 contains 64577 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 68099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176837152.000000 Penalty: 61321.304688
Iteration 30Q: 19 clusters Score -1.768372e+08 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 61253 members 
Mstep: Class 4 contains 66787 members 
Mstep: Class 5 contains 66593 members 
Mstep: Class 6 contains 67335 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 61045 members 
Mstep: Class 9 contains 67709 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 51810 members 
Mstep: Class 12 contains 66872 members 
Mstep: Class 13 contains 70074 members 
Mstep: Class 15 contains 58924 members 
Mstep: Class 16 contains 69394 members 
Mstep: Class 17 contains 67254 members 
Mstep: Class 18 contains 63974 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176854048.000000 Penalty: 61321.304688
Iteration 31Q: 19 clusters Score -1.76854e+08 nChanged 26695
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 60874 members 
Mstep: Class 4 contains 66442 members 
Mstep: Class 5 contains 66366 members 
Mstep: Class 6 contains 66618 members 
Mstep: Class 7 contains 3622 members 
Mstep: Class 8 contains 60097 members 
Mstep: Class 9 contains 66379 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 60257 members 
Mstep: Class 12 contains 66145 members 
Mstep: Class 13 contains 68995 members 
Mstep: Class 15 contains 58820 members 
Mstep: Class 16 contains 68829 members 
Mstep: Class 17 contains 66376 members 
Mstep: Class 18 contains 62956 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 67705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176856576.000000 Penalty: 61321.304688
Iteration 32Q: 19 clusters Score -1.768566e+08 nChanged 26893
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 61372 members 
Mstep: Class 4 contains 66569 members 
Mstep: Class 5 contains 66763 members 
Mstep: Class 6 contains 66559 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 60725 members 
Mstep: Class 9 contains 66403 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 59547 members 
Mstep: Class 12 contains 65195 members 
Mstep: Class 13 contains 69078 members 
Mstep: Class 15 contains 58189 members 
Mstep: Class 16 contains 68779 members 
Mstep: Class 17 contains 65980 members 
Mstep: Class 18 contains 63309 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 68298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176860240.000000 Penalty: 61321.304688
Iteration 33Q: 19 clusters Score -1.768602e+08 nChanged 16891
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 62013 members 
Mstep: Class 4 contains 66567 members 
Mstep: Class 5 contains 66904 members 
Mstep: Class 6 contains 66292 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 61855 members 
Mstep: Class 9 contains 66343 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 64910 members 
Mstep: Class 13 contains 68644 members 
Mstep: Class 15 contains 57819 members 
Mstep: Class 16 contains 68835 members 
Mstep: Class 17 contains 65482 members 
Mstep: Class 18 contains 63646 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 68827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176863264.000000 Penalty: 61321.304688
Iteration 34Q: 19 clusters Score -1.768633e+08 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 62487 members 
Mstep: Class 4 contains 66520 members 
Mstep: Class 5 contains 66990 members 
Mstep: Class 6 contains 66071 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 62624 members 
Mstep: Class 9 contains 66051 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 58548 members 
Mstep: Class 12 contains 64504 members 
Mstep: Class 13 contains 68224 members 
Mstep: Class 15 contains 57748 members 
Mstep: Class 16 contains 68930 members 
Mstep: Class 17 contains 65220 members 
Mstep: Class 18 contains 63751 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 68986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176865712.000000 Penalty: 61321.304688
Iteration 35Q: 19 clusters Score -1.768657e+08 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 62821 members 
Mstep: Class 4 contains 66576 members 
Mstep: Class 5 contains 67017 members 
Mstep: Class 6 contains 65839 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 63086 members 
Mstep: Class 9 contains 65824 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 58580 members 
Mstep: Class 12 contains 64255 members 
Mstep: Class 13 contains 67945 members 
Mstep: Class 15 contains 57862 members 
Mstep: Class 16 contains 68899 members 
Mstep: Class 17 contains 64926 members 
Mstep: Class 18 contains 63857 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176868048.000000 Penalty: 61321.304688
Iteration 36Q: 19 clusters Score -1.76868e+08 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 63018 members 
Mstep: Class 4 contains 66583 members 
Mstep: Class 5 contains 67008 members 
Mstep: Class 6 contains 65611 members 
Mstep: Class 7 contains 3689 members 
Mstep: Class 8 contains 63454 members 
Mstep: Class 9 contains 65517 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 58624 members 
Mstep: Class 12 contains 64119 members 
Mstep: Class 13 contains 67717 members 
Mstep: Class 15 contains 58000 members 
Mstep: Class 16 contains 68916 members 
Mstep: Class 17 contains 64687 members 
Mstep: Class 18 contains 64004 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176870592.000000 Penalty: 61321.304688
Iteration 37Q: 19 clusters Score -1.768706e+08 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 63100 members 
Mstep: Class 4 contains 66662 members 
Mstep: Class 5 contains 67007 members 
Mstep: Class 6 contains 65455 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 63816 members 
Mstep: Class 9 contains 65310 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 58695 members 
Mstep: Class 12 contains 63972 members 
Mstep: Class 13 contains 67543 members 
Mstep: Class 15 contains 58067 members 
Mstep: Class 16 contains 68914 members 
Mstep: Class 17 contains 64466 members 
Mstep: Class 18 contains 64088 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -176871984.000000 Penalty: 61321.304688
Iteration 38Q: 19 clusters Score -1.76872e+08 nChanged 11373
Entering ConstructFrom: 
Score: -176871984.000000 Penalty: 61321.304688
Entering ConstructFrom: 
Trying to split cluster 1 (9918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Entering Unmasked Estep 
Score: -1836698.875000 Penalty: 2282.122314
	Iteration 0F: 2 clusters Score -1836699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1829199.500000 Penalty: 4564.244629
	Iteration 0F: 3 clusters Score -1829200 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1833720.750000 Penalty: 4564.244629
	Iteration 1F: 3 clusters Score -1833721 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1836334.750000 Penalty: 4564.244629
	Iteration 2F: 3 clusters Score -1836335 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1837842.375000 Penalty: 4564.244629
	Iteration 3F: 3 clusters Score -1837842 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1839281.000000 Penalty: 4564.244629
	Iteration 4F: 3 clusters Score -1839281 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1840760.500000 Penalty: 4564.244629
	Iteration 5F: 3 clusters Score -1840760 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1841711.000000 Penalty: 4564.244629
	Iteration 6F: 3 clusters Score -1841711 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1842112.125000 Penalty: 4564.244629
	Iteration 7Q: 3 clusters Score -1842112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1842305.125000 Penalty: 4564.244629
	Iteration 8Q: 3 clusters Score -1842305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1842382.125000 Penalty: 4564.244629
	Iteration 9Q: 3 clusters Score -1842382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1842423.500000 Penalty: 4564.244629
	Iteration 10Q: 3 clusters Score -1842424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1842433.750000 Penalty: 4564.244629
	Iteration 11Q: 3 clusters Score -1842434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1842439.500000 Penalty: 4564.244629
	Iteration 12Q: 3 clusters Score -1842440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1842441.125000 Penalty: 4564.244629
	Iteration 13Q: 3 clusters Score -1842441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1842440.000000 Penalty: 4564.244629
	Iteration 14Q: 3 clusters Score -1842440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1842440.875000 Penalty: 4564.244629
	Iteration 15Q: 3 clusters Score -1842441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1842442.625000 Penalty: 4564.244629
	Iteration 16Q: 3 clusters Score -1842443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1842442.625000 Penalty: 4564.244629
	Iteration 17F: 3 clusters Score -1842443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63255 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 66752 members 
Mstep: Class 5 contains 66950 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Entering Unmasked Estep 
Score: -176876784.000000 Penalty: 64728.046875
Splitting cluster 1 changes total score from -176871984.000000 to -176876784.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (63255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Entering Unmasked Estep 
Score: -12004759.000000 Penalty: 2741.622559
	Iteration 0F: 2 clusters Score -1.200476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -11988038.000000 Penalty: 5483.245117
	Iteration 0F: 3 clusters Score -1.198804e+07 nChanged 29379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -12004237.000000 Penalty: 5483.245117
	Iteration 1F: 3 clusters Score -1.200424e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -12004981.000000 Penalty: 5483.245117
	Iteration 2Q: 3 clusters Score -1.200498e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -12005936.000000 Penalty: 5483.245117
	Iteration 3Q: 3 clusters Score -1.200594e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -12007039.000000 Penalty: 5483.245117
	Iteration 4F: 3 clusters Score -1.200704e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -12008646.000000 Penalty: 5483.245117
	Iteration 5F: 3 clusters Score -1.200865e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -12010857.000000 Penalty: 5483.245117
	Iteration 6F: 3 clusters Score -1.201086e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -12013476.000000 Penalty: 5483.245117
	Iteration 7F: 3 clusters Score -1.201348e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -12015959.000000 Penalty: 5483.245117
	Iteration 8F: 3 clusters Score -1.201596e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -12017399.000000 Penalty: 5483.245117
	Iteration 9F: 3 clusters Score -1.20174e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -12017869.000000 Penalty: 5483.245117
	Iteration 10Q: 3 clusters Score -1.201787e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -12017952.000000 Penalty: 5483.245117
	Iteration 11Q: 3 clusters Score -1.201795e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -12017981.000000 Penalty: 5483.245117
	Iteration 12Q: 3 clusters Score -1.201798e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -12018098.000000 Penalty: 5483.245117
	Iteration 13Q: 3 clusters Score -1.20181e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -12018162.000000 Penalty: 5483.245117
	Iteration 14Q: 3 clusters Score -1.201816e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -12018321.000000 Penalty: 5483.245117
	Iteration 15Q: 3 clusters Score -1.201832e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -12018436.000000 Penalty: 5483.245117
	Iteration 16Q: 3 clusters Score -1.201844e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -12018484.000000 Penalty: 5483.245117
	Iteration 17Q: 3 clusters Score -1.201848e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -12018547.000000 Penalty: 5483.245117
	Iteration 18Q: 3 clusters Score -1.201855e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -12018641.000000 Penalty: 5483.245117
	Iteration 19Q: 3 clusters Score -1.201864e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -12018730.000000 Penalty: 5483.245117
	Iteration 20F: 3 clusters Score -1.201873e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -12018791.000000 Penalty: 5483.245117
	Iteration 21Q: 3 clusters Score -1.201879e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -12018877.000000 Penalty: 5483.245117
	Iteration 22Q: 3 clusters Score -1.201888e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -12018951.000000 Penalty: 5483.245117
	Iteration 23Q: 3 clusters Score -1.201895e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -12019094.000000 Penalty: 5483.245117
	Iteration 24Q: 3 clusters Score -1.201909e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -12019205.000000 Penalty: 5483.245117
	Iteration 25Q: 3 clusters Score -1.20192e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -12019336.000000 Penalty: 5483.245117
	Iteration 26Q: 3 clusters Score -1.201934e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -12019442.000000 Penalty: 5483.245117
	Iteration 27Q: 3 clusters Score -1.201944e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -12019568.000000 Penalty: 5483.245117
	Iteration 28Q: 3 clusters Score -1.201957e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -12019628.000000 Penalty: 5483.245117
	Iteration 29Q: 3 clusters Score -1.201963e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -12019783.000000 Penalty: 5483.245117
	Iteration 30Q: 3 clusters Score -1.201978e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -12019751.000000 Penalty: 5483.245117
	Iteration 31Q: 3 clusters Score -1.201975e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -12019777.000000 Penalty: 5483.245117
	Iteration 32Q: 3 clusters Score -1.201978e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -12019797.000000 Penalty: 5483.245117
	Iteration 33Q: 3 clusters Score -1.20198e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -12019849.000000 Penalty: 5483.245117
	Iteration 34Q: 3 clusters Score -1.201985e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -12019887.000000 Penalty: 5483.245117
	Iteration 35Q: 3 clusters Score -1.201989e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -12019921.000000 Penalty: 5483.245117
	Iteration 36Q: 3 clusters Score -1.201992e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -12019941.000000 Penalty: 5483.245117
	Iteration 37Q: 3 clusters Score -1.201994e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -12019956.000000 Penalty: 5483.245117
	Iteration 38Q: 3 clusters Score -1.201996e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -12019987.000000 Penalty: 5483.245117
	Iteration 39Q: 3 clusters Score -1.201999e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -12020032.000000 Penalty: 5483.245117
	Iteration 40F: 3 clusters Score -1.202003e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -12020056.000000 Penalty: 5483.245117
	Iteration 41Q: 3 clusters Score -1.202006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -12020082.000000 Penalty: 5483.245117
	Iteration 42Q: 3 clusters Score -1.202008e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -12020081.000000 Penalty: 5483.245117
	Iteration 43Q: 3 clusters Score -1.202008e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -12020124.000000 Penalty: 5483.245117
	Iteration 44Q: 3 clusters Score -1.202012e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -12020147.000000 Penalty: 5483.245117
	Iteration 45Q: 3 clusters Score -1.202015e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -12020147.000000 Penalty: 5483.245117
	Iteration 46Q: 3 clusters Score -1.202015e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -12020173.000000 Penalty: 5483.245117
	Iteration 47Q: 3 clusters Score -1.202017e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -12020195.000000 Penalty: 5483.245117
	Iteration 48Q: 3 clusters Score -1.20202e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -12020228.000000 Penalty: 5483.245117
	Iteration 49Q: 3 clusters Score -1.202023e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -12020272.000000 Penalty: 5483.245117
	Iteration 50Q: 3 clusters Score -1.202027e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -12020245.000000 Penalty: 5483.245117
	Iteration 51Q: 3 clusters Score -1.202024e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -12020247.000000 Penalty: 5483.245117
	Iteration 52Q: 3 clusters Score -1.202025e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -12020240.000000 Penalty: 5483.245117
	Iteration 53Q: 3 clusters Score -1.202024e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -12020246.000000 Penalty: 5483.245117
	Iteration 54Q: 3 clusters Score -1.202025e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -12020249.000000 Penalty: 5483.245117
	Iteration 55Q: 3 clusters Score -1.202025e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -12020235.000000 Penalty: 5483.245117
	Iteration 56Q: 3 clusters Score -1.202024e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -12020249.000000 Penalty: 5483.245117
	Iteration 57Q: 3 clusters Score -1.202025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -12020247.000000 Penalty: 5483.245117
	Iteration 58Q: 3 clusters Score -1.202025e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -12020262.000000 Penalty: 5483.245117
	Iteration 59Q: 3 clusters Score -1.202026e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -12020255.000000 Penalty: 5483.245117
	Iteration 60F: 3 clusters Score -1.202026e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -12020297.000000 Penalty: 5483.245117
	Iteration 61Q: 3 clusters Score -1.20203e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -12020313.000000 Penalty: 5483.245117
	Iteration 62Q: 3 clusters Score -1.202031e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -12020319.000000 Penalty: 5483.245117
	Iteration 63Q: 3 clusters Score -1.202032e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -12020323.000000 Penalty: 5483.245117
	Iteration 64Q: 3 clusters Score -1.202032e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -12020325.000000 Penalty: 5483.245117
	Iteration 65Q: 3 clusters Score -1.202032e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -12020328.000000 Penalty: 5483.245117
	Iteration 66Q: 3 clusters Score -1.202033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -12020328.000000 Penalty: 5483.245117
	Iteration 67Q: 3 clusters Score -1.202033e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -12020347.000000 Penalty: 5483.245117
	Iteration 68Q: 3 clusters Score -1.202035e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -12020357.000000 Penalty: 5483.245117
	Iteration 69Q: 3 clusters Score -1.202036e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -12020365.000000 Penalty: 5483.245117
	Iteration 70Q: 3 clusters Score -1.202036e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -12020355.000000 Penalty: 5483.245117
	Iteration 71Q: 3 clusters Score -1.202036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -12020363.000000 Penalty: 5483.245117
	Iteration 72Q: 3 clusters Score -1.202036e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -12020357.000000 Penalty: 5483.245117
	Iteration 73Q: 3 clusters Score -1.202036e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -12020374.000000 Penalty: 5483.245117
	Iteration 74Q: 3 clusters Score -1.202037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -12020374.000000 Penalty: 5483.245117
	Iteration 75Q: 3 clusters Score -1.202037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -12020361.000000 Penalty: 5483.245117
	Iteration 76Q: 3 clusters Score -1.202036e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -12020348.000000 Penalty: 5483.245117
	Iteration 77Q: 3 clusters Score -1.202035e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -12020337.000000 Penalty: 5483.245117
	Iteration 78Q: 3 clusters Score -1.202034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -12020353.000000 Penalty: 5483.245117
	Iteration 79Q: 3 clusters Score -1.202035e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -12020378.000000 Penalty: 5483.245117
	Iteration 80F: 3 clusters Score -1.202038e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -12020376.000000 Penalty: 5483.245117
	Iteration 81Q: 3 clusters Score -1.202038e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -12020388.000000 Penalty: 5483.245117
	Iteration 82Q: 3 clusters Score -1.202039e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -12020390.000000 Penalty: 5483.245117
	Iteration 83Q: 3 clusters Score -1.202039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -12020382.000000 Penalty: 5483.245117
	Iteration 84Q: 3 clusters Score -1.202038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -12020400.000000 Penalty: 5483.245117
	Iteration 85Q: 3 clusters Score -1.20204e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -12020414.000000 Penalty: 5483.245117
	Iteration 86Q: 3 clusters Score -1.202041e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -12020400.000000 Penalty: 5483.245117
	Iteration 87Q: 3 clusters Score -1.20204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -12020393.000000 Penalty: 5483.245117
	Iteration 88Q: 3 clusters Score -1.202039e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -12020387.000000 Penalty: 5483.245117
	Iteration 89Q: 3 clusters Score -1.202039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -12020384.000000 Penalty: 5483.245117
	Iteration 90Q: 3 clusters Score -1.202038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -12020381.000000 Penalty: 5483.245117
	Iteration 91Q: 3 clusters Score -1.202038e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -12020383.000000 Penalty: 5483.245117
	Iteration 92Q: 3 clusters Score -1.202038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -12020385.000000 Penalty: 5483.245117
	Iteration 93Q: 3 clusters Score -1.202038e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -12020412.000000 Penalty: 5483.245117
	Iteration 94Q: 3 clusters Score -1.202041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -12020406.000000 Penalty: 5483.245117
	Iteration 95Q: 3 clusters Score -1.202041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -12020410.000000 Penalty: 5483.245117
	Iteration 96Q: 3 clusters Score -1.202041e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -12020422.000000 Penalty: 5483.245117
	Iteration 97Q: 3 clusters Score -1.202042e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -12020414.000000 Penalty: 5483.245117
	Iteration 98Q: 3 clusters Score -1.202041e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -12020417.000000 Penalty: 5483.245117
	Iteration 99Q: 3 clusters Score -1.202042e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -12020398.000000 Penalty: 5483.245117
	Iteration 100F: 3 clusters Score -1.20204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -12020410.000000 Penalty: 5483.245117
	Iteration 101Q: 3 clusters Score -1.202041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -12020391.000000 Penalty: 5483.245117
	Iteration 102Q: 3 clusters Score -1.202039e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -12020432.000000 Penalty: 5483.245117
	Iteration 103Q: 3 clusters Score -1.202043e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -12020426.000000 Penalty: 5483.245117
	Iteration 104Q: 3 clusters Score -1.202043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -12020431.000000 Penalty: 5483.245117
	Iteration 105Q: 3 clusters Score -1.202043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -12020430.000000 Penalty: 5483.245117
	Iteration 106Q: 3 clusters Score -1.202043e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -12020422.000000 Penalty: 5483.245117
	Iteration 107Q: 3 clusters Score -1.202042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -12020437.000000 Penalty: 5483.245117
	Iteration 108Q: 3 clusters Score -1.202044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -12020424.000000 Penalty: 5483.245117
	Iteration 109Q: 3 clusters Score -1.202042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -12020424.000000 Penalty: 5483.245117
	Iteration 110Q: 3 clusters Score -1.202042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -12020414.000000 Penalty: 5483.245117
	Iteration 111Q: 3 clusters Score -1.202041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -12020418.000000 Penalty: 5483.245117
	Iteration 112Q: 3 clusters Score -1.202042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -12020412.000000 Penalty: 5483.245117
	Iteration 113Q: 3 clusters Score -1.202041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -12020417.000000 Penalty: 5483.245117
	Iteration 114Q: 3 clusters Score -1.202042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -12020423.000000 Penalty: 5483.245117
	Iteration 115Q: 3 clusters Score -1.202042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -12020420.000000 Penalty: 5483.245117
	Iteration 116Q: 3 clusters Score -1.202042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -12020414.000000 Penalty: 5483.245117
	Iteration 117Q: 3 clusters Score -1.202041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -12020415.000000 Penalty: 5483.245117
	Iteration 118Q: 3 clusters Score -1.202042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -12020403.000000 Penalty: 5483.245117
	Iteration 119Q: 3 clusters Score -1.20204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -12020410.000000 Penalty: 5483.245117
	Iteration 120F: 3 clusters Score -1.202041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -12020407.000000 Penalty: 5483.245117
	Iteration 121Q: 3 clusters Score -1.202041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -12020420.000000 Penalty: 5483.245117
	Iteration 122Q: 3 clusters Score -1.202042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -12020426.000000 Penalty: 5483.245117
	Iteration 123Q: 3 clusters Score -1.202043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -12020404.000000 Penalty: 5483.245117
	Iteration 124Q: 3 clusters Score -1.20204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -12020419.000000 Penalty: 5483.245117
	Iteration 125Q: 3 clusters Score -1.202042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -12020428.000000 Penalty: 5483.245117
	Iteration 126Q: 3 clusters Score -1.202043e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -12020439.000000 Penalty: 5483.245117
	Iteration 127Q: 3 clusters Score -1.202044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -12020424.000000 Penalty: 5483.245117
	Iteration 128Q: 3 clusters Score -1.202042e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -12020422.000000 Penalty: 5483.245117
	Iteration 129Q: 3 clusters Score -1.202042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -12020425.000000 Penalty: 5483.245117
	Iteration 130Q: 3 clusters Score -1.202042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -12020436.000000 Penalty: 5483.245117
	Iteration 131Q: 3 clusters Score -1.202044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -12020440.000000 Penalty: 5483.245117
	Iteration 132Q: 3 clusters Score -1.202044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -12020445.000000 Penalty: 5483.245117
	Iteration 133Q: 3 clusters Score -1.202044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -12020428.000000 Penalty: 5483.245117
	Iteration 134Q: 3 clusters Score -1.202043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -12020431.000000 Penalty: 5483.245117
	Iteration 135Q: 3 clusters Score -1.202043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -12020438.000000 Penalty: 5483.245117
	Iteration 136Q: 3 clusters Score -1.202044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -12020440.000000 Penalty: 5483.245117
	Iteration 137Q: 3 clusters Score -1.202044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -12020429.000000 Penalty: 5483.245117
	Iteration 138Q: 3 clusters Score -1.202043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -12020420.000000 Penalty: 5483.245117
	Iteration 139Q: 3 clusters Score -1.202042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -12020432.000000 Penalty: 5483.245117
	Iteration 140F: 3 clusters Score -1.202043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -12020418.000000 Penalty: 5483.245117
	Iteration 141Q: 3 clusters Score -1.202042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -12020434.000000 Penalty: 5483.245117
	Iteration 142Q: 3 clusters Score -1.202043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -12020421.000000 Penalty: 5483.245117
	Iteration 143Q: 3 clusters Score -1.202042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -12020419.000000 Penalty: 5483.245117
	Iteration 144Q: 3 clusters Score -1.202042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -12020430.000000 Penalty: 5483.245117
	Iteration 145Q: 3 clusters Score -1.202043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -12020434.000000 Penalty: 5483.245117
	Iteration 146Q: 3 clusters Score -1.202043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -12020431.000000 Penalty: 5483.245117
	Iteration 147Q: 3 clusters Score -1.202043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -12020449.000000 Penalty: 5483.245117
	Iteration 148Q: 3 clusters Score -1.202045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -12020453.000000 Penalty: 5483.245117
	Iteration 149Q: 3 clusters Score -1.202045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -12020460.000000 Penalty: 5483.245117
	Iteration 150Q: 3 clusters Score -1.202046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -12020441.000000 Penalty: 5483.245117
	Iteration 151Q: 3 clusters Score -1.202044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -12020450.000000 Penalty: 5483.245117
	Iteration 152Q: 3 clusters Score -1.202045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -12020441.000000 Penalty: 5483.245117
	Iteration 153Q: 3 clusters Score -1.202044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -12020437.000000 Penalty: 5483.245117
	Iteration 154Q: 3 clusters Score -1.202044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -12020433.000000 Penalty: 5483.245117
	Iteration 155Q: 3 clusters Score -1.202043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -12020443.000000 Penalty: 5483.245117
	Iteration 156Q: 3 clusters Score -1.202044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -12020438.000000 Penalty: 5483.245117
	Iteration 157Q: 3 clusters Score -1.202044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -12020445.000000 Penalty: 5483.245117
	Iteration 158Q: 3 clusters Score -1.202044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -12020438.000000 Penalty: 5483.245117
	Iteration 159Q: 3 clusters Score -1.202044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -12020441.000000 Penalty: 5483.245117
	Iteration 160F: 3 clusters Score -1.202044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -12020447.000000 Penalty: 5483.245117
	Iteration 161Q: 3 clusters Score -1.202045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -12020450.000000 Penalty: 5483.245117
	Iteration 162Q: 3 clusters Score -1.202045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -12020451.000000 Penalty: 5483.245117
	Iteration 163Q: 3 clusters Score -1.202045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -12020446.000000 Penalty: 5483.245117
	Iteration 164Q: 3 clusters Score -1.202045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -12020436.000000 Penalty: 5483.245117
	Iteration 165Q: 3 clusters Score -1.202044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -12020438.000000 Penalty: 5483.245117
	Iteration 166Q: 3 clusters Score -1.202044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -12020438.000000 Penalty: 5483.245117
	Iteration 167Q: 3 clusters Score -1.202044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -12020443.000000 Penalty: 5483.245117
	Iteration 168Q: 3 clusters Score -1.202044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -12020443.000000 Penalty: 5483.245117
	Iteration 169F: 3 clusters Score -1.202044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 66752 members 
Mstep: Class 5 contains 66950 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Entering Unmasked Estep 
Score: -176890560.000000 Penalty: 68134.781250
Splitting cluster 2 changes total score from -176871984.000000 to -176890560.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (66752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Entering Unmasked Estep 
Score: -12501645.000000 Penalty: 2754.967529
	Iteration 0F: 2 clusters Score -1.250164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -12483374.000000 Penalty: 5509.935059
	Iteration 0F: 3 clusters Score -1.248337e+07 nChanged 31283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -12501206.000000 Penalty: 5509.935059
	Iteration 1F: 3 clusters Score -1.250121e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -12502007.000000 Penalty: 5509.935059
	Iteration 2Q: 3 clusters Score -1.250201e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -12502918.000000 Penalty: 5509.935059
	Iteration 3Q: 3 clusters Score -1.250292e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -12504117.000000 Penalty: 5509.935059
	Iteration 4Q: 3 clusters Score -1.250412e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -12505641.000000 Penalty: 5509.935059
	Iteration 5Q: 3 clusters Score -1.250564e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -12507243.000000 Penalty: 5509.935059
	Iteration 6F: 3 clusters Score -1.250724e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -12509133.000000 Penalty: 5509.935059
	Iteration 7F: 3 clusters Score -1.250913e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -12511058.000000 Penalty: 5509.935059
	Iteration 8F: 3 clusters Score -1.251106e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -12513011.000000 Penalty: 5509.935059
	Iteration 9F: 3 clusters Score -1.251301e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -12514817.000000 Penalty: 5509.935059
	Iteration 10Q: 3 clusters Score -1.251482e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -12515989.000000 Penalty: 5509.935059
	Iteration 11Q: 3 clusters Score -1.251599e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -12516461.000000 Penalty: 5509.935059
	Iteration 12Q: 3 clusters Score -1.251646e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -12516697.000000 Penalty: 5509.935059
	Iteration 13Q: 3 clusters Score -1.25167e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -12516796.000000 Penalty: 5509.935059
	Iteration 14Q: 3 clusters Score -1.25168e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -12516924.000000 Penalty: 5509.935059
	Iteration 15Q: 3 clusters Score -1.251692e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -12516947.000000 Penalty: 5509.935059
	Iteration 16Q: 3 clusters Score -1.251695e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -12516987.000000 Penalty: 5509.935059
	Iteration 17Q: 3 clusters Score -1.251699e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -12517003.000000 Penalty: 5509.935059
	Iteration 18Q: 3 clusters Score -1.2517e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -12516979.000000 Penalty: 5509.935059
	Iteration 19Q: 3 clusters Score -1.251698e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -12517003.000000 Penalty: 5509.935059
	Iteration 20F: 3 clusters Score -1.2517e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -12516988.000000 Penalty: 5509.935059
	Iteration 21Q: 3 clusters Score -1.251699e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -12516984.000000 Penalty: 5509.935059
	Iteration 22Q: 3 clusters Score -1.251698e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -12517038.000000 Penalty: 5509.935059
	Iteration 23Q: 3 clusters Score -1.251704e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -12517034.000000 Penalty: 5509.935059
	Iteration 24Q: 3 clusters Score -1.251703e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -12517067.000000 Penalty: 5509.935059
	Iteration 25Q: 3 clusters Score -1.251707e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -12517056.000000 Penalty: 5509.935059
	Iteration 26Q: 3 clusters Score -1.251706e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -12517029.000000 Penalty: 5509.935059
	Iteration 27Q: 3 clusters Score -1.251703e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -12517059.000000 Penalty: 5509.935059
	Iteration 28Q: 3 clusters Score -1.251706e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -12517067.000000 Penalty: 5509.935059
	Iteration 29Q: 3 clusters Score -1.251707e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -12517051.000000 Penalty: 5509.935059
	Iteration 30Q: 3 clusters Score -1.251705e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -12517019.000000 Penalty: 5509.935059
	Iteration 31Q: 3 clusters Score -1.251702e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -12517000.000000 Penalty: 5509.935059
	Iteration 32Q: 3 clusters Score -1.2517e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -12517034.000000 Penalty: 5509.935059
	Iteration 33Q: 3 clusters Score -1.251703e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -12517035.000000 Penalty: 5509.935059
	Iteration 34Q: 3 clusters Score -1.251704e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -12516965.000000 Penalty: 5509.935059
	Iteration 35Q: 3 clusters Score -1.251696e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -12516942.000000 Penalty: 5509.935059
	Iteration 36Q: 3 clusters Score -1.251694e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -12516926.000000 Penalty: 5509.935059
	Iteration 37Q: 3 clusters Score -1.251693e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -12516872.000000 Penalty: 5509.935059
	Iteration 38Q: 3 clusters Score -1.251687e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -12516834.000000 Penalty: 5509.935059
	Iteration 39Q: 3 clusters Score -1.251683e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -12516844.000000 Penalty: 5509.935059
	Iteration 40F: 3 clusters Score -1.251684e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -12516814.000000 Penalty: 5509.935059
	Iteration 41Q: 3 clusters Score -1.251681e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -12516778.000000 Penalty: 5509.935059
	Iteration 42Q: 3 clusters Score -1.251678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -12516783.000000 Penalty: 5509.935059
	Iteration 43Q: 3 clusters Score -1.251678e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -12516756.000000 Penalty: 5509.935059
	Iteration 44Q: 3 clusters Score -1.251676e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -12516735.000000 Penalty: 5509.935059
	Iteration 45Q: 3 clusters Score -1.251674e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -12516689.000000 Penalty: 5509.935059
	Iteration 46Q: 3 clusters Score -1.251669e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -12516698.000000 Penalty: 5509.935059
	Iteration 47Q: 3 clusters Score -1.25167e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -12516726.000000 Penalty: 5509.935059
	Iteration 48Q: 3 clusters Score -1.251673e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -12516733.000000 Penalty: 5509.935059
	Iteration 49Q: 3 clusters Score -1.251673e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -12516721.000000 Penalty: 5509.935059
	Iteration 50Q: 3 clusters Score -1.251672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -12516751.000000 Penalty: 5509.935059
	Iteration 51Q: 3 clusters Score -1.251675e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -12516714.000000 Penalty: 5509.935059
	Iteration 52Q: 3 clusters Score -1.251671e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -12516717.000000 Penalty: 5509.935059
	Iteration 53Q: 3 clusters Score -1.251672e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -12516706.000000 Penalty: 5509.935059
	Iteration 54Q: 3 clusters Score -1.251671e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -12516696.000000 Penalty: 5509.935059
	Iteration 55Q: 3 clusters Score -1.25167e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -12516684.000000 Penalty: 5509.935059
	Iteration 56Q: 3 clusters Score -1.251668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -12516683.000000 Penalty: 5509.935059
	Iteration 57Q: 3 clusters Score -1.251668e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -12516678.000000 Penalty: 5509.935059
	Iteration 58Q: 3 clusters Score -1.251668e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -12516631.000000 Penalty: 5509.935059
	Iteration 59Q: 3 clusters Score -1.251663e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -12516620.000000 Penalty: 5509.935059
	Iteration 60F: 3 clusters Score -1.251662e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -12516595.000000 Penalty: 5509.935059
	Iteration 61Q: 3 clusters Score -1.25166e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -12516604.000000 Penalty: 5509.935059
	Iteration 62Q: 3 clusters Score -1.25166e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -12516593.000000 Penalty: 5509.935059
	Iteration 63Q: 3 clusters Score -1.251659e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -12516571.000000 Penalty: 5509.935059
	Iteration 64Q: 3 clusters Score -1.251657e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -12516572.000000 Penalty: 5509.935059
	Iteration 65Q: 3 clusters Score -1.251657e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -12516551.000000 Penalty: 5509.935059
	Iteration 66Q: 3 clusters Score -1.251655e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -12516583.000000 Penalty: 5509.935059
	Iteration 67Q: 3 clusters Score -1.251658e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -12516569.000000 Penalty: 5509.935059
	Iteration 68Q: 3 clusters Score -1.251657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -12516551.000000 Penalty: 5509.935059
	Iteration 69Q: 3 clusters Score -1.251655e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -12516517.000000 Penalty: 5509.935059
	Iteration 70Q: 3 clusters Score -1.251652e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -12516517.000000 Penalty: 5509.935059
	Iteration 71Q: 3 clusters Score -1.251652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -12516491.000000 Penalty: 5509.935059
	Iteration 72Q: 3 clusters Score -1.251649e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -12516482.000000 Penalty: 5509.935059
	Iteration 73Q: 3 clusters Score -1.251648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -12516479.000000 Penalty: 5509.935059
	Iteration 74Q: 3 clusters Score -1.251648e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -12516484.000000 Penalty: 5509.935059
	Iteration 75Q: 3 clusters Score -1.251648e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -12516466.000000 Penalty: 5509.935059
	Iteration 76Q: 3 clusters Score -1.251647e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -12516449.000000 Penalty: 5509.935059
	Iteration 77Q: 3 clusters Score -1.251645e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -12516431.000000 Penalty: 5509.935059
	Iteration 78Q: 3 clusters Score -1.251643e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -12516416.000000 Penalty: 5509.935059
	Iteration 79Q: 3 clusters Score -1.251642e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -12516457.000000 Penalty: 5509.935059
	Iteration 80F: 3 clusters Score -1.251646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -12516432.000000 Penalty: 5509.935059
	Iteration 81Q: 3 clusters Score -1.251643e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -12516426.000000 Penalty: 5509.935059
	Iteration 82Q: 3 clusters Score -1.251643e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -12516416.000000 Penalty: 5509.935059
	Iteration 83Q: 3 clusters Score -1.251642e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -12516427.000000 Penalty: 5509.935059
	Iteration 84Q: 3 clusters Score -1.251643e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -12516441.000000 Penalty: 5509.935059
	Iteration 85Q: 3 clusters Score -1.251644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -12516451.000000 Penalty: 5509.935059
	Iteration 86Q: 3 clusters Score -1.251645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -12516473.000000 Penalty: 5509.935059
	Iteration 87Q: 3 clusters Score -1.251647e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -12516492.000000 Penalty: 5509.935059
	Iteration 88Q: 3 clusters Score -1.251649e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -12516496.000000 Penalty: 5509.935059
	Iteration 89Q: 3 clusters Score -1.25165e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -12516496.000000 Penalty: 5509.935059
	Iteration 90Q: 3 clusters Score -1.25165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -12516499.000000 Penalty: 5509.935059
	Iteration 91Q: 3 clusters Score -1.25165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -12516495.000000 Penalty: 5509.935059
	Iteration 92Q: 3 clusters Score -1.25165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -12516476.000000 Penalty: 5509.935059
	Iteration 93Q: 3 clusters Score -1.251648e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -12516511.000000 Penalty: 5509.935059
	Iteration 94Q: 3 clusters Score -1.251651e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -12516525.000000 Penalty: 5509.935059
	Iteration 95Q: 3 clusters Score -1.251652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -12516531.000000 Penalty: 5509.935059
	Iteration 96Q: 3 clusters Score -1.251653e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -12516530.000000 Penalty: 5509.935059
	Iteration 97Q: 3 clusters Score -1.251653e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -12516537.000000 Penalty: 5509.935059
	Iteration 98Q: 3 clusters Score -1.251654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -12516530.000000 Penalty: 5509.935059
	Iteration 99Q: 3 clusters Score -1.251653e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -12516529.000000 Penalty: 5509.935059
	Iteration 100F: 3 clusters Score -1.251653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -12516515.000000 Penalty: 5509.935059
	Iteration 101Q: 3 clusters Score -1.251652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -12516526.000000 Penalty: 5509.935059
	Iteration 102Q: 3 clusters Score -1.251653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -12516528.000000 Penalty: 5509.935059
	Iteration 103Q: 3 clusters Score -1.251653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -12516517.000000 Penalty: 5509.935059
	Iteration 104Q: 3 clusters Score -1.251652e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -12516522.000000 Penalty: 5509.935059
	Iteration 105Q: 3 clusters Score -1.251652e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -12516506.000000 Penalty: 5509.935059
	Iteration 106Q: 3 clusters Score -1.251651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -12516505.000000 Penalty: 5509.935059
	Iteration 107Q: 3 clusters Score -1.25165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -12516509.000000 Penalty: 5509.935059
	Iteration 108Q: 3 clusters Score -1.251651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -12516518.000000 Penalty: 5509.935059
	Iteration 109Q: 3 clusters Score -1.251652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -12516521.000000 Penalty: 5509.935059
	Iteration 110Q: 3 clusters Score -1.251652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -12516526.000000 Penalty: 5509.935059
	Iteration 111Q: 3 clusters Score -1.251653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -12516505.000000 Penalty: 5509.935059
	Iteration 112Q: 3 clusters Score -1.25165e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -12516506.000000 Penalty: 5509.935059
	Iteration 113Q: 3 clusters Score -1.251651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -12516491.000000 Penalty: 5509.935059
	Iteration 114Q: 3 clusters Score -1.251649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -12516496.000000 Penalty: 5509.935059
	Iteration 115Q: 3 clusters Score -1.25165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -12516488.000000 Penalty: 5509.935059
	Iteration 116Q: 3 clusters Score -1.251649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -12516487.000000 Penalty: 5509.935059
	Iteration 117Q: 3 clusters Score -1.251649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -12516491.000000 Penalty: 5509.935059
	Iteration 118Q: 3 clusters Score -1.251649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -12516491.000000 Penalty: 5509.935059
	Iteration 119Q: 3 clusters Score -1.251649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -12516491.000000 Penalty: 5509.935059
	Iteration 120F: 3 clusters Score -1.251649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -12516502.000000 Penalty: 5509.935059
	Iteration 121Q: 3 clusters Score -1.25165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -12516495.000000 Penalty: 5509.935059
	Iteration 122Q: 3 clusters Score -1.25165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -12516495.000000 Penalty: 5509.935059
	Iteration 123F: 3 clusters Score -1.25165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 66950 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Entering Unmasked Estep 
Score: -176909440.000000 Penalty: 71541.523438
Splitting cluster 4 changes total score from -176871984.000000 to -176909440.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (66950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Entering Unmasked Estep 
Score: -12490307.000000 Penalty: 2755.701904
	Iteration 0F: 2 clusters Score -1.249031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -12472577.000000 Penalty: 5511.403809
	Iteration 0F: 3 clusters Score -1.247258e+07 nChanged 31442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -12491056.000000 Penalty: 5511.403809
	Iteration 1F: 3 clusters Score -1.249106e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -12492367.000000 Penalty: 5511.403809
	Iteration 2F: 3 clusters Score -1.249237e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -12493995.000000 Penalty: 5511.403809
	Iteration 3F: 3 clusters Score -1.2494e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -12496112.000000 Penalty: 5511.403809
	Iteration 4F: 3 clusters Score -1.249611e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -12498956.000000 Penalty: 5511.403809
	Iteration 5F: 3 clusters Score -1.249896e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -12502101.000000 Penalty: 5511.403809
	Iteration 6F: 3 clusters Score -1.25021e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -12504135.000000 Penalty: 5511.403809
	Iteration 7F: 3 clusters Score -1.250414e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -12504961.000000 Penalty: 5511.403809
	Iteration 8Q: 3 clusters Score -1.250496e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -12505273.000000 Penalty: 5511.403809
	Iteration 9Q: 3 clusters Score -1.250527e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -12505382.000000 Penalty: 5511.403809
	Iteration 10Q: 3 clusters Score -1.250538e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -12505503.000000 Penalty: 5511.403809
	Iteration 11Q: 3 clusters Score -1.25055e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -12505578.000000 Penalty: 5511.403809
	Iteration 12Q: 3 clusters Score -1.250558e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -12505731.000000 Penalty: 5511.403809
	Iteration 13Q: 3 clusters Score -1.250573e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -12505864.000000 Penalty: 5511.403809
	Iteration 14Q: 3 clusters Score -1.250586e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -12505968.000000 Penalty: 5511.403809
	Iteration 15Q: 3 clusters Score -1.250597e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -12506009.000000 Penalty: 5511.403809
	Iteration 16Q: 3 clusters Score -1.250601e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -12506045.000000 Penalty: 5511.403809
	Iteration 17Q: 3 clusters Score -1.250604e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -12506098.000000 Penalty: 5511.403809
	Iteration 18Q: 3 clusters Score -1.25061e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -12506138.000000 Penalty: 5511.403809
	Iteration 19Q: 3 clusters Score -1.250614e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -12506135.000000 Penalty: 5511.403809
	Iteration 20F: 3 clusters Score -1.250614e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -12506106.000000 Penalty: 5511.403809
	Iteration 21Q: 3 clusters Score -1.250611e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -12506129.000000 Penalty: 5511.403809
	Iteration 22Q: 3 clusters Score -1.250613e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -12506092.000000 Penalty: 5511.403809
	Iteration 23Q: 3 clusters Score -1.250609e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -12506089.000000 Penalty: 5511.403809
	Iteration 24Q: 3 clusters Score -1.250609e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -12506161.000000 Penalty: 5511.403809
	Iteration 25Q: 3 clusters Score -1.250616e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -12506144.000000 Penalty: 5511.403809
	Iteration 26Q: 3 clusters Score -1.250614e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -12506119.000000 Penalty: 5511.403809
	Iteration 27Q: 3 clusters Score -1.250612e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -12506112.000000 Penalty: 5511.403809
	Iteration 28Q: 3 clusters Score -1.250611e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -12506085.000000 Penalty: 5511.403809
	Iteration 29Q: 3 clusters Score -1.250608e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -12506048.000000 Penalty: 5511.403809
	Iteration 30Q: 3 clusters Score -1.250605e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -12506043.000000 Penalty: 5511.403809
	Iteration 31Q: 3 clusters Score -1.250604e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -12506038.000000 Penalty: 5511.403809
	Iteration 32Q: 3 clusters Score -1.250604e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -12506023.000000 Penalty: 5511.403809
	Iteration 33Q: 3 clusters Score -1.250602e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -12506028.000000 Penalty: 5511.403809
	Iteration 34Q: 3 clusters Score -1.250603e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -12506015.000000 Penalty: 5511.403809
	Iteration 35Q: 3 clusters Score -1.250602e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -12506026.000000 Penalty: 5511.403809
	Iteration 36Q: 3 clusters Score -1.250603e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -12506020.000000 Penalty: 5511.403809
	Iteration 37Q: 3 clusters Score -1.250602e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -12506014.000000 Penalty: 5511.403809
	Iteration 38Q: 3 clusters Score -1.250601e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -12505986.000000 Penalty: 5511.403809
	Iteration 39Q: 3 clusters Score -1.250599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -12505984.000000 Penalty: 5511.403809
	Iteration 40F: 3 clusters Score -1.250598e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -12505973.000000 Penalty: 5511.403809
	Iteration 41Q: 3 clusters Score -1.250597e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -12506001.000000 Penalty: 5511.403809
	Iteration 42Q: 3 clusters Score -1.2506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -12505995.000000 Penalty: 5511.403809
	Iteration 43Q: 3 clusters Score -1.2506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -12505988.000000 Penalty: 5511.403809
	Iteration 44Q: 3 clusters Score -1.250599e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -12506005.000000 Penalty: 5511.403809
	Iteration 45Q: 3 clusters Score -1.2506e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -12505985.000000 Penalty: 5511.403809
	Iteration 46Q: 3 clusters Score -1.250598e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -12505998.000000 Penalty: 5511.403809
	Iteration 47Q: 3 clusters Score -1.2506e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -12505999.000000 Penalty: 5511.403809
	Iteration 48Q: 3 clusters Score -1.2506e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -12505982.000000 Penalty: 5511.403809
	Iteration 49Q: 3 clusters Score -1.250598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -12505972.000000 Penalty: 5511.403809
	Iteration 50Q: 3 clusters Score -1.250597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -12505971.000000 Penalty: 5511.403809
	Iteration 51Q: 3 clusters Score -1.250597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -12505982.000000 Penalty: 5511.403809
	Iteration 52Q: 3 clusters Score -1.250598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -12505984.000000 Penalty: 5511.403809
	Iteration 53Q: 3 clusters Score -1.250598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -12505961.000000 Penalty: 5511.403809
	Iteration 54Q: 3 clusters Score -1.250596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -12505961.000000 Penalty: 5511.403809
	Iteration 55Q: 3 clusters Score -1.250596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -12505970.000000 Penalty: 5511.403809
	Iteration 56Q: 3 clusters Score -1.250597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -12505977.000000 Penalty: 5511.403809
	Iteration 57Q: 3 clusters Score -1.250598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -12505978.000000 Penalty: 5511.403809
	Iteration 58Q: 3 clusters Score -1.250598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -12505992.000000 Penalty: 5511.403809
	Iteration 59Q: 3 clusters Score -1.250599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -12505981.000000 Penalty: 5511.403809
	Iteration 60F: 3 clusters Score -1.250598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -12505989.000000 Penalty: 5511.403809
	Iteration 61Q: 3 clusters Score -1.250599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -12505996.000000 Penalty: 5511.403809
	Iteration 62Q: 3 clusters Score -1.2506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -12505997.000000 Penalty: 5511.403809
	Iteration 63Q: 3 clusters Score -1.2506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -12505990.000000 Penalty: 5511.403809
	Iteration 64Q: 3 clusters Score -1.250599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -12505975.000000 Penalty: 5511.403809
	Iteration 65Q: 3 clusters Score -1.250598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -12505972.000000 Penalty: 5511.403809
	Iteration 66Q: 3 clusters Score -1.250597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -12505990.000000 Penalty: 5511.403809
	Iteration 67Q: 3 clusters Score -1.250599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -12505993.000000 Penalty: 5511.403809
	Iteration 68Q: 3 clusters Score -1.250599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -12505985.000000 Penalty: 5511.403809
	Iteration 69Q: 3 clusters Score -1.250598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -12505985.000000 Penalty: 5511.403809
	Iteration 70Q: 3 clusters Score -1.250598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -12505993.000000 Penalty: 5511.403809
	Iteration 71Q: 3 clusters Score -1.250599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -12505979.000000 Penalty: 5511.403809
	Iteration 72Q: 3 clusters Score -1.250598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -12505988.000000 Penalty: 5511.403809
	Iteration 73Q: 3 clusters Score -1.250599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -12505990.000000 Penalty: 5511.403809
	Iteration 74Q: 3 clusters Score -1.250599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -12505996.000000 Penalty: 5511.403809
	Iteration 75Q: 3 clusters Score -1.2506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -12505994.000000 Penalty: 5511.403809
	Iteration 76Q: 3 clusters Score -1.250599e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -12506032.000000 Penalty: 5511.403809
	Iteration 77Q: 3 clusters Score -1.250603e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -12506018.000000 Penalty: 5511.403809
	Iteration 78Q: 3 clusters Score -1.250602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -12506023.000000 Penalty: 5511.403809
	Iteration 79Q: 3 clusters Score -1.250602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -12506040.000000 Penalty: 5511.403809
	Iteration 80F: 3 clusters Score -1.250604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -12506039.000000 Penalty: 5511.403809
	Iteration 81Q: 3 clusters Score -1.250604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -12506031.000000 Penalty: 5511.403809
	Iteration 82Q: 3 clusters Score -1.250603e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -12506031.000000 Penalty: 5511.403809
	Iteration 83Q: 3 clusters Score -1.250603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -12506038.000000 Penalty: 5511.403809
	Iteration 84Q: 3 clusters Score -1.250604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -12506045.000000 Penalty: 5511.403809
	Iteration 85Q: 3 clusters Score -1.250604e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -12506045.000000 Penalty: 5511.403809
	Iteration 86Q: 3 clusters Score -1.250604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -12506041.000000 Penalty: 5511.403809
	Iteration 87Q: 3 clusters Score -1.250604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -12506060.000000 Penalty: 5511.403809
	Iteration 88Q: 3 clusters Score -1.250606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -12506054.000000 Penalty: 5511.403809
	Iteration 89Q: 3 clusters Score -1.250605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -12506052.000000 Penalty: 5511.403809
	Iteration 90Q: 3 clusters Score -1.250605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -12506042.000000 Penalty: 5511.403809
	Iteration 91Q: 3 clusters Score -1.250604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -12506041.000000 Penalty: 5511.403809
	Iteration 92Q: 3 clusters Score -1.250604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -12506056.000000 Penalty: 5511.403809
	Iteration 93Q: 3 clusters Score -1.250606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -12506037.000000 Penalty: 5511.403809
	Iteration 94Q: 3 clusters Score -1.250604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -12506037.000000 Penalty: 5511.403809
	Iteration 95Q: 3 clusters Score -1.250604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -12506037.000000 Penalty: 5511.403809
	Iteration 96Q: 3 clusters Score -1.250604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -12506048.000000 Penalty: 5511.403809
	Iteration 97Q: 3 clusters Score -1.250605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -12506045.000000 Penalty: 5511.403809
	Iteration 98Q: 3 clusters Score -1.250604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -12506049.000000 Penalty: 5511.403809
	Iteration 99Q: 3 clusters Score -1.250605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -12506042.000000 Penalty: 5511.403809
	Iteration 100F: 3 clusters Score -1.250604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -12506046.000000 Penalty: 5511.403809
	Iteration 101Q: 3 clusters Score -1.250605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -12506054.000000 Penalty: 5511.403809
	Iteration 102Q: 3 clusters Score -1.250605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -12506063.000000 Penalty: 5511.403809
	Iteration 103Q: 3 clusters Score -1.250606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -12506060.000000 Penalty: 5511.403809
	Iteration 104Q: 3 clusters Score -1.250606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -12506060.000000 Penalty: 5511.403809
	Iteration 105F: 3 clusters Score -1.250606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Entering Unmasked Estep 
Score: -176931200.000000 Penalty: 74948.265625
Splitting cluster 5 changes total score from -176871984.000000 to -176931200.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (65240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Entering Unmasked Estep 
Score: -12957849.000000 Penalty: 2749.285400
	Iteration 0F: 2 clusters Score -1.295785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -12953623.000000 Penalty: 5498.570801
	Iteration 0F: 3 clusters Score -1.295362e+07 nChanged 30389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -12970583.000000 Penalty: 5498.570801
	Iteration 1F: 3 clusters Score -1.297058e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -12971230.000000 Penalty: 5498.570801
	Iteration 2Q: 3 clusters Score -1.297123e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -12971751.000000 Penalty: 5498.570801
	Iteration 3Q: 3 clusters Score -1.297175e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -12972197.000000 Penalty: 5498.570801
	Iteration 4Q: 3 clusters Score -1.29722e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -12972804.000000 Penalty: 5498.570801
	Iteration 5Q: 3 clusters Score -1.29728e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -12973399.000000 Penalty: 5498.570801
	Iteration 6Q: 3 clusters Score -1.29734e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -12974340.000000 Penalty: 5498.570801
	Iteration 7Q: 3 clusters Score -1.297434e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -12975576.000000 Penalty: 5498.570801
	Iteration 8Q: 3 clusters Score -1.297558e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -12977364.000000 Penalty: 5498.570801
	Iteration 9F: 3 clusters Score -1.297736e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -12979902.000000 Penalty: 5498.570801
	Iteration 10F: 3 clusters Score -1.29799e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -12982508.000000 Penalty: 5498.570801
	Iteration 11F: 3 clusters Score -1.298251e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -12984331.000000 Penalty: 5498.570801
	Iteration 12F: 3 clusters Score -1.298433e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -12985102.000000 Penalty: 5498.570801
	Iteration 13Q: 3 clusters Score -1.29851e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -12985276.000000 Penalty: 5498.570801
	Iteration 14Q: 3 clusters Score -1.298528e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -12985284.000000 Penalty: 5498.570801
	Iteration 15Q: 3 clusters Score -1.298528e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -12985345.000000 Penalty: 5498.570801
	Iteration 16Q: 3 clusters Score -1.298534e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -12985407.000000 Penalty: 5498.570801
	Iteration 17Q: 3 clusters Score -1.298541e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -12985355.000000 Penalty: 5498.570801
	Iteration 18Q: 3 clusters Score -1.298536e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -12985408.000000 Penalty: 5498.570801
	Iteration 19Q: 3 clusters Score -1.298541e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -12985398.000000 Penalty: 5498.570801
	Iteration 20F: 3 clusters Score -1.29854e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -12985391.000000 Penalty: 5498.570801
	Iteration 21Q: 3 clusters Score -1.298539e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -12985461.000000 Penalty: 5498.570801
	Iteration 22Q: 3 clusters Score -1.298546e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -12985509.000000 Penalty: 5498.570801
	Iteration 23Q: 3 clusters Score -1.298551e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -12985494.000000 Penalty: 5498.570801
	Iteration 24Q: 3 clusters Score -1.298549e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -12985535.000000 Penalty: 5498.570801
	Iteration 25Q: 3 clusters Score -1.298554e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -12985487.000000 Penalty: 5498.570801
	Iteration 26Q: 3 clusters Score -1.298549e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -12985430.000000 Penalty: 5498.570801
	Iteration 27Q: 3 clusters Score -1.298543e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -12985425.000000 Penalty: 5498.570801
	Iteration 28Q: 3 clusters Score -1.298542e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -12985438.000000 Penalty: 5498.570801
	Iteration 29Q: 3 clusters Score -1.298544e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -12985470.000000 Penalty: 5498.570801
	Iteration 30Q: 3 clusters Score -1.298547e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -12985450.000000 Penalty: 5498.570801
	Iteration 31Q: 3 clusters Score -1.298545e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -12985487.000000 Penalty: 5498.570801
	Iteration 32Q: 3 clusters Score -1.298549e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -12985524.000000 Penalty: 5498.570801
	Iteration 33Q: 3 clusters Score -1.298552e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -12985571.000000 Penalty: 5498.570801
	Iteration 34Q: 3 clusters Score -1.298557e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -12985561.000000 Penalty: 5498.570801
	Iteration 35Q: 3 clusters Score -1.298556e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -12985606.000000 Penalty: 5498.570801
	Iteration 36Q: 3 clusters Score -1.298561e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -12985628.000000 Penalty: 5498.570801
	Iteration 37Q: 3 clusters Score -1.298563e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -12985675.000000 Penalty: 5498.570801
	Iteration 38Q: 3 clusters Score -1.298568e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -12985692.000000 Penalty: 5498.570801
	Iteration 39Q: 3 clusters Score -1.298569e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -12985682.000000 Penalty: 5498.570801
	Iteration 40F: 3 clusters Score -1.298568e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -12985652.000000 Penalty: 5498.570801
	Iteration 41Q: 3 clusters Score -1.298565e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -12985678.000000 Penalty: 5498.570801
	Iteration 42Q: 3 clusters Score -1.298568e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -12985683.000000 Penalty: 5498.570801
	Iteration 43Q: 3 clusters Score -1.298568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -12985694.000000 Penalty: 5498.570801
	Iteration 44Q: 3 clusters Score -1.298569e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -12985681.000000 Penalty: 5498.570801
	Iteration 45Q: 3 clusters Score -1.298568e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -12985679.000000 Penalty: 5498.570801
	Iteration 46Q: 3 clusters Score -1.298568e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -12985673.000000 Penalty: 5498.570801
	Iteration 47Q: 3 clusters Score -1.298567e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -12985659.000000 Penalty: 5498.570801
	Iteration 48Q: 3 clusters Score -1.298566e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -12985685.000000 Penalty: 5498.570801
	Iteration 49Q: 3 clusters Score -1.298568e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -12985700.000000 Penalty: 5498.570801
	Iteration 50Q: 3 clusters Score -1.29857e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -12985710.000000 Penalty: 5498.570801
	Iteration 51Q: 3 clusters Score -1.298571e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -12985699.000000 Penalty: 5498.570801
	Iteration 52Q: 3 clusters Score -1.29857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -12985712.000000 Penalty: 5498.570801
	Iteration 53Q: 3 clusters Score -1.298571e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -12985707.000000 Penalty: 5498.570801
	Iteration 54Q: 3 clusters Score -1.298571e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -12985733.000000 Penalty: 5498.570801
	Iteration 55Q: 3 clusters Score -1.298573e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -12985719.000000 Penalty: 5498.570801
	Iteration 56Q: 3 clusters Score -1.298572e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -12985725.000000 Penalty: 5498.570801
	Iteration 57Q: 3 clusters Score -1.298572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -12985708.000000 Penalty: 5498.570801
	Iteration 58Q: 3 clusters Score -1.298571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -12985709.000000 Penalty: 5498.570801
	Iteration 59Q: 3 clusters Score -1.298571e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -12985715.000000 Penalty: 5498.570801
	Iteration 60F: 3 clusters Score -1.298572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -12985718.000000 Penalty: 5498.570801
	Iteration 61Q: 3 clusters Score -1.298572e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -12985719.000000 Penalty: 5498.570801
	Iteration 62Q: 3 clusters Score -1.298572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -12985713.000000 Penalty: 5498.570801
	Iteration 63Q: 3 clusters Score -1.298571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -12985706.000000 Penalty: 5498.570801
	Iteration 64Q: 3 clusters Score -1.298571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -12985701.000000 Penalty: 5498.570801
	Iteration 65Q: 3 clusters Score -1.29857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -12985706.000000 Penalty: 5498.570801
	Iteration 66Q: 3 clusters Score -1.298571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -12985680.000000 Penalty: 5498.570801
	Iteration 67Q: 3 clusters Score -1.298568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -12985670.000000 Penalty: 5498.570801
	Iteration 68Q: 3 clusters Score -1.298567e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -12985684.000000 Penalty: 5498.570801
	Iteration 69Q: 3 clusters Score -1.298568e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -12985673.000000 Penalty: 5498.570801
	Iteration 70Q: 3 clusters Score -1.298567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -12985685.000000 Penalty: 5498.570801
	Iteration 71Q: 3 clusters Score -1.298568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -12985680.000000 Penalty: 5498.570801
	Iteration 72Q: 3 clusters Score -1.298568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -12985673.000000 Penalty: 5498.570801
	Iteration 73Q: 3 clusters Score -1.298567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -12985670.000000 Penalty: 5498.570801
	Iteration 74Q: 3 clusters Score -1.298567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -12985666.000000 Penalty: 5498.570801
	Iteration 75Q: 3 clusters Score -1.298567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -12985670.000000 Penalty: 5498.570801
	Iteration 76Q: 3 clusters Score -1.298567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -12985667.000000 Penalty: 5498.570801
	Iteration 77Q: 3 clusters Score -1.298567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -12985669.000000 Penalty: 5498.570801
	Iteration 78Q: 3 clusters Score -1.298567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -12985670.000000 Penalty: 5498.570801
	Iteration 79Q: 3 clusters Score -1.298567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -12985671.000000 Penalty: 5498.570801
	Iteration 80F: 3 clusters Score -1.298567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -12985656.000000 Penalty: 5498.570801
	Iteration 81Q: 3 clusters Score -1.298566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -12985663.000000 Penalty: 5498.570801
	Iteration 82Q: 3 clusters Score -1.298566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -12985664.000000 Penalty: 5498.570801
	Iteration 83Q: 3 clusters Score -1.298566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -12985674.000000 Penalty: 5498.570801
	Iteration 84Q: 3 clusters Score -1.298567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -12985657.000000 Penalty: 5498.570801
	Iteration 85Q: 3 clusters Score -1.298566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -12985650.000000 Penalty: 5498.570801
	Iteration 86Q: 3 clusters Score -1.298565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -12985661.000000 Penalty: 5498.570801
	Iteration 87Q: 3 clusters Score -1.298566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -12985657.000000 Penalty: 5498.570801
	Iteration 88Q: 3 clusters Score -1.298566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -12985663.000000 Penalty: 5498.570801
	Iteration 89Q: 3 clusters Score -1.298566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -12985657.000000 Penalty: 5498.570801
	Iteration 90Q: 3 clusters Score -1.298566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -12985655.000000 Penalty: 5498.570801
	Iteration 91Q: 3 clusters Score -1.298566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -12985645.000000 Penalty: 5498.570801
	Iteration 92Q: 3 clusters Score -1.298564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -12985638.000000 Penalty: 5498.570801
	Iteration 93Q: 3 clusters Score -1.298564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -12985650.000000 Penalty: 5498.570801
	Iteration 94Q: 3 clusters Score -1.298565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -12985645.000000 Penalty: 5498.570801
	Iteration 95Q: 3 clusters Score -1.298564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -12985628.000000 Penalty: 5498.570801
	Iteration 96Q: 3 clusters Score -1.298563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -12985639.000000 Penalty: 5498.570801
	Iteration 97Q: 3 clusters Score -1.298564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -12985646.000000 Penalty: 5498.570801
	Iteration 98Q: 3 clusters Score -1.298565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -12985644.000000 Penalty: 5498.570801
	Iteration 99Q: 3 clusters Score -1.298564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -12985640.000000 Penalty: 5498.570801
	Iteration 100F: 3 clusters Score -1.298564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -12985641.000000 Penalty: 5498.570801
	Iteration 101Q: 3 clusters Score -1.298564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -12985632.000000 Penalty: 5498.570801
	Iteration 102Q: 3 clusters Score -1.298563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -12985633.000000 Penalty: 5498.570801
	Iteration 103Q: 3 clusters Score -1.298563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -12985645.000000 Penalty: 5498.570801
	Iteration 104Q: 3 clusters Score -1.298564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -12985639.000000 Penalty: 5498.570801
	Iteration 105Q: 3 clusters Score -1.298564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -12985637.000000 Penalty: 5498.570801
	Iteration 106Q: 3 clusters Score -1.298564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -12985637.000000 Penalty: 5498.570801
	Iteration 107F: 3 clusters Score -1.298564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 3704 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Entering Unmasked Estep 
Score: -176960640.000000 Penalty: 78355.000000
Splitting cluster 6 changes total score from -176871984.000000 to -176960640.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (3704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Entering Unmasked Estep 
Score: -638506.187500 Penalty: 2037.857910
	Iteration 0F: 2 clusters Score -638506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -635320.625000 Penalty: 4075.715820
	Iteration 0F: 3 clusters Score -635320.6 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -637683.000000 Penalty: 4075.715820
	Iteration 1F: 3 clusters Score -637683 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -643813.437500 Penalty: 4075.715820
	Iteration 2F: 3 clusters Score -643813.4 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -649609.875000 Penalty: 4075.715820
	Iteration 3F: 3 clusters Score -649609.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -650046.250000 Penalty: 4075.715820
	Iteration 4F: 3 clusters Score -650046.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650082.000000 Penalty: 4075.715820
	Iteration 5Q: 3 clusters Score -650082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -650090.187500 Penalty: 4075.715820
	Iteration 6Q: 3 clusters Score -650090.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -650094.000000 Penalty: 4075.715820
	Iteration 7Q: 3 clusters Score -650094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -650095.437500 Penalty: 4075.715820
	Iteration 8Q: 3 clusters Score -650095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -650095.687500 Penalty: 4075.715820
	Iteration 9Q: 3 clusters Score -650095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -650095.687500 Penalty: 4075.715820
	Iteration 10F: 3 clusters Score -650095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 64169 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Entering Unmasked Estep 
Score: -176970768.000000 Penalty: 81761.742188
Splitting cluster 7 changes total score from -176871984.000000 to -176970768.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (64169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Entering Unmasked Estep 
Score: -12363538.000000 Penalty: 2745.180420
	Iteration 0F: 2 clusters Score -1.236354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -12348078.000000 Penalty: 5490.360840
	Iteration 0F: 3 clusters Score -1.234808e+07 nChanged 30112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -12365399.000000 Penalty: 5490.360840
	Iteration 1F: 3 clusters Score -1.23654e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -12365955.000000 Penalty: 5490.360840
	Iteration 2Q: 3 clusters Score -1.236596e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -12366484.000000 Penalty: 5490.360840
	Iteration 3Q: 3 clusters Score -1.236648e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -12366973.000000 Penalty: 5490.360840
	Iteration 4Q: 3 clusters Score -1.236697e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -12367386.000000 Penalty: 5490.360840
	Iteration 5Q: 3 clusters Score -1.236739e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -12368010.000000 Penalty: 5490.360840
	Iteration 6Q: 3 clusters Score -1.236801e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -12368746.000000 Penalty: 5490.360840
	Iteration 7Q: 3 clusters Score -1.236875e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -12369865.000000 Penalty: 5490.360840
	Iteration 8Q: 3 clusters Score -1.236986e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -12371403.000000 Penalty: 5490.360840
	Iteration 9Q: 3 clusters Score -1.23714e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -12373535.000000 Penalty: 5490.360840
	Iteration 10F: 3 clusters Score -1.237354e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -12375757.000000 Penalty: 5490.360840
	Iteration 11F: 3 clusters Score -1.237576e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -12376986.000000 Penalty: 5490.360840
	Iteration 12Q: 3 clusters Score -1.237699e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -12377365.000000 Penalty: 5490.360840
	Iteration 13Q: 3 clusters Score -1.237736e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -12377488.000000 Penalty: 5490.360840
	Iteration 14Q: 3 clusters Score -1.237749e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -12377409.000000 Penalty: 5490.360840
	Iteration 15Q: 3 clusters Score -1.237741e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -12377365.000000 Penalty: 5490.360840
	Iteration 16Q: 3 clusters Score -1.237736e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -12377317.000000 Penalty: 5490.360840
	Iteration 17Q: 3 clusters Score -1.237732e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -12377310.000000 Penalty: 5490.360840
	Iteration 18Q: 3 clusters Score -1.237731e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -12377244.000000 Penalty: 5490.360840
	Iteration 19Q: 3 clusters Score -1.237724e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -12377195.000000 Penalty: 5490.360840
	Iteration 20F: 3 clusters Score -1.23772e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -12377122.000000 Penalty: 5490.360840
	Iteration 21Q: 3 clusters Score -1.237712e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -12377095.000000 Penalty: 5490.360840
	Iteration 22Q: 3 clusters Score -1.23771e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -12377081.000000 Penalty: 5490.360840
	Iteration 23Q: 3 clusters Score -1.237708e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -12377028.000000 Penalty: 5490.360840
	Iteration 24Q: 3 clusters Score -1.237703e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -12376972.000000 Penalty: 5490.360840
	Iteration 25Q: 3 clusters Score -1.237697e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -12376946.000000 Penalty: 5490.360840
	Iteration 26Q: 3 clusters Score -1.237695e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -12376914.000000 Penalty: 5490.360840
	Iteration 27Q: 3 clusters Score -1.237691e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -12376920.000000 Penalty: 5490.360840
	Iteration 28Q: 3 clusters Score -1.237692e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -12376914.000000 Penalty: 5490.360840
	Iteration 29Q: 3 clusters Score -1.237691e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -12376909.000000 Penalty: 5490.360840
	Iteration 30Q: 3 clusters Score -1.237691e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -12376855.000000 Penalty: 5490.360840
	Iteration 31Q: 3 clusters Score -1.237686e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -12376852.000000 Penalty: 5490.360840
	Iteration 32Q: 3 clusters Score -1.237685e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -12376792.000000 Penalty: 5490.360840
	Iteration 33Q: 3 clusters Score -1.237679e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -12376706.000000 Penalty: 5490.360840
	Iteration 34Q: 3 clusters Score -1.237671e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -12376667.000000 Penalty: 5490.360840
	Iteration 35Q: 3 clusters Score -1.237667e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -12376607.000000 Penalty: 5490.360840
	Iteration 36Q: 3 clusters Score -1.237661e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -12376498.000000 Penalty: 5490.360840
	Iteration 37Q: 3 clusters Score -1.23765e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -12376483.000000 Penalty: 5490.360840
	Iteration 38Q: 3 clusters Score -1.237648e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -12376446.000000 Penalty: 5490.360840
	Iteration 39Q: 3 clusters Score -1.237645e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -12376423.000000 Penalty: 5490.360840
	Iteration 40F: 3 clusters Score -1.237642e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -12376432.000000 Penalty: 5490.360840
	Iteration 41Q: 3 clusters Score -1.237643e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -12376412.000000 Penalty: 5490.360840
	Iteration 42Q: 3 clusters Score -1.237641e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -12376373.000000 Penalty: 5490.360840
	Iteration 43Q: 3 clusters Score -1.237637e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -12376379.000000 Penalty: 5490.360840
	Iteration 44Q: 3 clusters Score -1.237638e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -12376362.000000 Penalty: 5490.360840
	Iteration 45Q: 3 clusters Score -1.237636e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -12376408.000000 Penalty: 5490.360840
	Iteration 46Q: 3 clusters Score -1.237641e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -12376359.000000 Penalty: 5490.360840
	Iteration 47Q: 3 clusters Score -1.237636e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -12376336.000000 Penalty: 5490.360840
	Iteration 48Q: 3 clusters Score -1.237634e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -12376330.000000 Penalty: 5490.360840
	Iteration 49Q: 3 clusters Score -1.237633e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -12376276.000000 Penalty: 5490.360840
	Iteration 50Q: 3 clusters Score -1.237628e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -12376286.000000 Penalty: 5490.360840
	Iteration 51Q: 3 clusters Score -1.237629e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -12376297.000000 Penalty: 5490.360840
	Iteration 52Q: 3 clusters Score -1.23763e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -12376301.000000 Penalty: 5490.360840
	Iteration 53Q: 3 clusters Score -1.23763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -12376282.000000 Penalty: 5490.360840
	Iteration 54Q: 3 clusters Score -1.237628e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -12376292.000000 Penalty: 5490.360840
	Iteration 55Q: 3 clusters Score -1.237629e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -12376295.000000 Penalty: 5490.360840
	Iteration 56Q: 3 clusters Score -1.23763e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -12376288.000000 Penalty: 5490.360840
	Iteration 57Q: 3 clusters Score -1.237629e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -12376277.000000 Penalty: 5490.360840
	Iteration 58Q: 3 clusters Score -1.237628e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -12376293.000000 Penalty: 5490.360840
	Iteration 59Q: 3 clusters Score -1.237629e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -12376278.000000 Penalty: 5490.360840
	Iteration 60F: 3 clusters Score -1.237628e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -12376255.000000 Penalty: 5490.360840
	Iteration 61Q: 3 clusters Score -1.237626e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -12376211.000000 Penalty: 5490.360840
	Iteration 62Q: 3 clusters Score -1.237621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -12376218.000000 Penalty: 5490.360840
	Iteration 63Q: 3 clusters Score -1.237622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -12376217.000000 Penalty: 5490.360840
	Iteration 64Q: 3 clusters Score -1.237622e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -12376258.000000 Penalty: 5490.360840
	Iteration 65Q: 3 clusters Score -1.237626e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -12376264.000000 Penalty: 5490.360840
	Iteration 66Q: 3 clusters Score -1.237626e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -12376255.000000 Penalty: 5490.360840
	Iteration 67Q: 3 clusters Score -1.237626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -12376242.000000 Penalty: 5490.360840
	Iteration 68Q: 3 clusters Score -1.237624e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -12376233.000000 Penalty: 5490.360840
	Iteration 69Q: 3 clusters Score -1.237623e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -12376237.000000 Penalty: 5490.360840
	Iteration 70Q: 3 clusters Score -1.237624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -12376217.000000 Penalty: 5490.360840
	Iteration 71Q: 3 clusters Score -1.237622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -12376214.000000 Penalty: 5490.360840
	Iteration 72Q: 3 clusters Score -1.237621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -12376206.000000 Penalty: 5490.360840
	Iteration 73Q: 3 clusters Score -1.237621e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -12376190.000000 Penalty: 5490.360840
	Iteration 74Q: 3 clusters Score -1.237619e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -12376205.000000 Penalty: 5490.360840
	Iteration 75Q: 3 clusters Score -1.23762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -12376196.000000 Penalty: 5490.360840
	Iteration 76Q: 3 clusters Score -1.23762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -12376194.000000 Penalty: 5490.360840
	Iteration 77Q: 3 clusters Score -1.237619e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -12376212.000000 Penalty: 5490.360840
	Iteration 78Q: 3 clusters Score -1.237621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -12376189.000000 Penalty: 5490.360840
	Iteration 79Q: 3 clusters Score -1.237619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -12376185.000000 Penalty: 5490.360840
	Iteration 80F: 3 clusters Score -1.237618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -12376166.000000 Penalty: 5490.360840
	Iteration 81Q: 3 clusters Score -1.237617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -12376170.000000 Penalty: 5490.360840
	Iteration 82Q: 3 clusters Score -1.237617e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -12376166.000000 Penalty: 5490.360840
	Iteration 83Q: 3 clusters Score -1.237617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -12376186.000000 Penalty: 5490.360840
	Iteration 84Q: 3 clusters Score -1.237619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -12376190.000000 Penalty: 5490.360840
	Iteration 85Q: 3 clusters Score -1.237619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -12376188.000000 Penalty: 5490.360840
	Iteration 86Q: 3 clusters Score -1.237619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -12376192.000000 Penalty: 5490.360840
	Iteration 87Q: 3 clusters Score -1.237619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -12376202.000000 Penalty: 5490.360840
	Iteration 88Q: 3 clusters Score -1.23762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -12376204.000000 Penalty: 5490.360840
	Iteration 89Q: 3 clusters Score -1.23762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -12376207.000000 Penalty: 5490.360840
	Iteration 90Q: 3 clusters Score -1.237621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -12376222.000000 Penalty: 5490.360840
	Iteration 91Q: 3 clusters Score -1.237622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -12376245.000000 Penalty: 5490.360840
	Iteration 92Q: 3 clusters Score -1.237624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -12376243.000000 Penalty: 5490.360840
	Iteration 93Q: 3 clusters Score -1.237624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -12376258.000000 Penalty: 5490.360840
	Iteration 94Q: 3 clusters Score -1.237626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -12376263.000000 Penalty: 5490.360840
	Iteration 95Q: 3 clusters Score -1.237626e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -12376263.000000 Penalty: 5490.360840
	Iteration 96Q: 3 clusters Score -1.237626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -12376271.000000 Penalty: 5490.360840
	Iteration 97Q: 3 clusters Score -1.237627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -12376287.000000 Penalty: 5490.360840
	Iteration 98Q: 3 clusters Score -1.237629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -12376261.000000 Penalty: 5490.360840
	Iteration 99Q: 3 clusters Score -1.237626e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -12376270.000000 Penalty: 5490.360840
	Iteration 100F: 3 clusters Score -1.237627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -12376249.000000 Penalty: 5490.360840
	Iteration 101Q: 3 clusters Score -1.237625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -12376240.000000 Penalty: 5490.360840
	Iteration 102Q: 3 clusters Score -1.237624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -12376231.000000 Penalty: 5490.360840
	Iteration 103Q: 3 clusters Score -1.237623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -12376223.000000 Penalty: 5490.360840
	Iteration 104Q: 3 clusters Score -1.237622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -12376228.000000 Penalty: 5490.360840
	Iteration 105Q: 3 clusters Score -1.237623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -12376232.000000 Penalty: 5490.360840
	Iteration 106Q: 3 clusters Score -1.237623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -12376213.000000 Penalty: 5490.360840
	Iteration 107Q: 3 clusters Score -1.237621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -12376207.000000 Penalty: 5490.360840
	Iteration 108Q: 3 clusters Score -1.237621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -12376200.000000 Penalty: 5490.360840
	Iteration 109Q: 3 clusters Score -1.23762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -12376224.000000 Penalty: 5490.360840
	Iteration 110Q: 3 clusters Score -1.237622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -12376198.000000 Penalty: 5490.360840
	Iteration 111Q: 3 clusters Score -1.23762e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -12376205.000000 Penalty: 5490.360840
	Iteration 112Q: 3 clusters Score -1.23762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -12376217.000000 Penalty: 5490.360840
	Iteration 113Q: 3 clusters Score -1.237622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -12376222.000000 Penalty: 5490.360840
	Iteration 114Q: 3 clusters Score -1.237622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -12376209.000000 Penalty: 5490.360840
	Iteration 115Q: 3 clusters Score -1.237621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12376211.000000 Penalty: 5490.360840
	Iteration 116Q: 3 clusters Score -1.237621e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -12376207.000000 Penalty: 5490.360840
	Iteration 117Q: 3 clusters Score -1.237621e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -12376208.000000 Penalty: 5490.360840
	Iteration 118Q: 3 clusters Score -1.237621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -12376220.000000 Penalty: 5490.360840
	Iteration 119Q: 3 clusters Score -1.237622e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -12376233.000000 Penalty: 5490.360840
	Iteration 120F: 3 clusters Score -1.237623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -12376223.000000 Penalty: 5490.360840
	Iteration 121Q: 3 clusters Score -1.237622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12376223.000000 Penalty: 5490.360840
	Iteration 122Q: 3 clusters Score -1.237622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -12376237.000000 Penalty: 5490.360840
	Iteration 123Q: 3 clusters Score -1.237624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -12376242.000000 Penalty: 5490.360840
	Iteration 124Q: 3 clusters Score -1.237624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -12376229.000000 Penalty: 5490.360840
	Iteration 125Q: 3 clusters Score -1.237623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -12376231.000000 Penalty: 5490.360840
	Iteration 126Q: 3 clusters Score -1.237623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -12376259.000000 Penalty: 5490.360840
	Iteration 127Q: 3 clusters Score -1.237626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -12376239.000000 Penalty: 5490.360840
	Iteration 128Q: 3 clusters Score -1.237624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -12376244.000000 Penalty: 5490.360840
	Iteration 129Q: 3 clusters Score -1.237624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -12376266.000000 Penalty: 5490.360840
	Iteration 130Q: 3 clusters Score -1.237627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -12376261.000000 Penalty: 5490.360840
	Iteration 131Q: 3 clusters Score -1.237626e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -12376267.000000 Penalty: 5490.360840
	Iteration 132Q: 3 clusters Score -1.237627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -12376270.000000 Penalty: 5490.360840
	Iteration 133Q: 3 clusters Score -1.237627e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -12376270.000000 Penalty: 5490.360840
	Iteration 134Q: 3 clusters Score -1.237627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -12376269.000000 Penalty: 5490.360840
	Iteration 135Q: 3 clusters Score -1.237627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376265.000000 Penalty: 5490.360840
	Iteration 136Q: 3 clusters Score -1.237626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376261.000000 Penalty: 5490.360840
	Iteration 137Q: 3 clusters Score -1.237626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -12376255.000000 Penalty: 5490.360840
	Iteration 138Q: 3 clusters Score -1.237626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12376251.000000 Penalty: 5490.360840
	Iteration 139Q: 3 clusters Score -1.237625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376229.000000 Penalty: 5490.360840
	Iteration 140F: 3 clusters Score -1.237623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -12376235.000000 Penalty: 5490.360840
	Iteration 141Q: 3 clusters Score -1.237624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -12376219.000000 Penalty: 5490.360840
	Iteration 142Q: 3 clusters Score -1.237622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12376226.000000 Penalty: 5490.360840
	Iteration 143Q: 3 clusters Score -1.237623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -12376228.000000 Penalty: 5490.360840
	Iteration 144Q: 3 clusters Score -1.237623e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -12376237.000000 Penalty: 5490.360840
	Iteration 145Q: 3 clusters Score -1.237624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -12376266.000000 Penalty: 5490.360840
	Iteration 146Q: 3 clusters Score -1.237627e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -12376268.000000 Penalty: 5490.360840
	Iteration 147Q: 3 clusters Score -1.237627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -12376255.000000 Penalty: 5490.360840
	Iteration 148Q: 3 clusters Score -1.237626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -12376277.000000 Penalty: 5490.360840
	Iteration 149Q: 3 clusters Score -1.237628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -12376281.000000 Penalty: 5490.360840
	Iteration 150Q: 3 clusters Score -1.237628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -12376280.000000 Penalty: 5490.360840
	Iteration 151Q: 3 clusters Score -1.237628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -12376289.000000 Penalty: 5490.360840
	Iteration 152Q: 3 clusters Score -1.237629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376267.000000 Penalty: 5490.360840
	Iteration 153Q: 3 clusters Score -1.237627e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376260.000000 Penalty: 5490.360840
	Iteration 154Q: 3 clusters Score -1.237626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -12376245.000000 Penalty: 5490.360840
	Iteration 155Q: 3 clusters Score -1.237624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -12376251.000000 Penalty: 5490.360840
	Iteration 156Q: 3 clusters Score -1.237625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -12376253.000000 Penalty: 5490.360840
	Iteration 157Q: 3 clusters Score -1.237625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12376237.000000 Penalty: 5490.360840
	Iteration 158Q: 3 clusters Score -1.237624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -12376241.000000 Penalty: 5490.360840
	Iteration 159Q: 3 clusters Score -1.237624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -12376208.000000 Penalty: 5490.360840
	Iteration 160F: 3 clusters Score -1.237621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -12376229.000000 Penalty: 5490.360840
	Iteration 161Q: 3 clusters Score -1.237623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -12376225.000000 Penalty: 5490.360840
	Iteration 162Q: 3 clusters Score -1.237622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -12376219.000000 Penalty: 5490.360840
	Iteration 163Q: 3 clusters Score -1.237622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -12376202.000000 Penalty: 5490.360840
	Iteration 164Q: 3 clusters Score -1.23762e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -12376175.000000 Penalty: 5490.360840
	Iteration 165Q: 3 clusters Score -1.237618e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -12376155.000000 Penalty: 5490.360840
	Iteration 166Q: 3 clusters Score -1.237616e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -12376154.000000 Penalty: 5490.360840
	Iteration 167Q: 3 clusters Score -1.237615e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -12376178.000000 Penalty: 5490.360840
	Iteration 168Q: 3 clusters Score -1.237618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -12376179.000000 Penalty: 5490.360840
	Iteration 169Q: 3 clusters Score -1.237618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -12376174.000000 Penalty: 5490.360840
	Iteration 170Q: 3 clusters Score -1.237617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -12376176.000000 Penalty: 5490.360840
	Iteration 171Q: 3 clusters Score -1.237618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -12376184.000000 Penalty: 5490.360840
	Iteration 172Q: 3 clusters Score -1.237618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -12376179.000000 Penalty: 5490.360840
	Iteration 173Q: 3 clusters Score -1.237618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12376146.000000 Penalty: 5490.360840
	Iteration 174Q: 3 clusters Score -1.237615e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12376156.000000 Penalty: 5490.360840
	Iteration 175Q: 3 clusters Score -1.237616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -12376150.000000 Penalty: 5490.360840
	Iteration 176Q: 3 clusters Score -1.237615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -12376134.000000 Penalty: 5490.360840
	Iteration 177Q: 3 clusters Score -1.237613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -12376142.000000 Penalty: 5490.360840
	Iteration 178Q: 3 clusters Score -1.237614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12376143.000000 Penalty: 5490.360840
	Iteration 179Q: 3 clusters Score -1.237614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -12376143.000000 Penalty: 5490.360840
	Iteration 180F: 3 clusters Score -1.237614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12376151.000000 Penalty: 5490.360840
	Iteration 181Q: 3 clusters Score -1.237615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -12376132.000000 Penalty: 5490.360840
	Iteration 182Q: 3 clusters Score -1.237613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -12376148.000000 Penalty: 5490.360840
	Iteration 183Q: 3 clusters Score -1.237615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12376140.000000 Penalty: 5490.360840
	Iteration 184Q: 3 clusters Score -1.237614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -12376135.000000 Penalty: 5490.360840
	Iteration 185Q: 3 clusters Score -1.237614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -12376164.000000 Penalty: 5490.360840
	Iteration 186Q: 3 clusters Score -1.237616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -12376152.000000 Penalty: 5490.360840
	Iteration 187Q: 3 clusters Score -1.237615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -12376164.000000 Penalty: 5490.360840
	Iteration 188Q: 3 clusters Score -1.237616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -12376162.000000 Penalty: 5490.360840
	Iteration 189Q: 3 clusters Score -1.237616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -12376164.000000 Penalty: 5490.360840
	Iteration 190Q: 3 clusters Score -1.237616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -12376175.000000 Penalty: 5490.360840
	Iteration 191Q: 3 clusters Score -1.237618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -12376173.000000 Penalty: 5490.360840
	Iteration 192Q: 3 clusters Score -1.237617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12376154.000000 Penalty: 5490.360840
	Iteration 193Q: 3 clusters Score -1.237615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -12376143.000000 Penalty: 5490.360840
	Iteration 194Q: 3 clusters Score -1.237614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -12376138.000000 Penalty: 5490.360840
	Iteration 195Q: 3 clusters Score -1.237614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -12376149.000000 Penalty: 5490.360840
	Iteration 196Q: 3 clusters Score -1.237615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -12376149.000000 Penalty: 5490.360840
	Iteration 197Q: 3 clusters Score -1.237615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -12376143.000000 Penalty: 5490.360840
	Iteration 198Q: 3 clusters Score -1.237614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -12376150.000000 Penalty: 5490.360840
	Iteration 199Q: 3 clusters Score -1.237615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12376141.000000 Penalty: 5490.360840
	Iteration 200F: 3 clusters Score -1.237614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12376140.000000 Penalty: 5490.360840
	Iteration 201Q: 3 clusters Score -1.237614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12376146.000000 Penalty: 5490.360840
	Iteration 202Q: 3 clusters Score -1.237615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12376138.000000 Penalty: 5490.360840
	Iteration 203Q: 3 clusters Score -1.237614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -12376135.000000 Penalty: 5490.360840
	Iteration 204Q: 3 clusters Score -1.237614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -12376130.000000 Penalty: 5490.360840
	Iteration 205Q: 3 clusters Score -1.237613e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -12376151.000000 Penalty: 5490.360840
	Iteration 206Q: 3 clusters Score -1.237615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12376158.000000 Penalty: 5490.360840
	Iteration 207Q: 3 clusters Score -1.237616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12376146.000000 Penalty: 5490.360840
	Iteration 208Q: 3 clusters Score -1.237615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12376144.000000 Penalty: 5490.360840
	Iteration 209Q: 3 clusters Score -1.237614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12376140.000000 Penalty: 5490.360840
	Iteration 210Q: 3 clusters Score -1.237614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -12376146.000000 Penalty: 5490.360840
	Iteration 211Q: 3 clusters Score -1.237615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -12376168.000000 Penalty: 5490.360840
	Iteration 212Q: 3 clusters Score -1.237617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -12376169.000000 Penalty: 5490.360840
	Iteration 213Q: 3 clusters Score -1.237617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12376167.000000 Penalty: 5490.360840
	Iteration 214Q: 3 clusters Score -1.237617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12376164.000000 Penalty: 5490.360840
	Iteration 215Q: 3 clusters Score -1.237616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -12376167.000000 Penalty: 5490.360840
	Iteration 216Q: 3 clusters Score -1.237617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -12376185.000000 Penalty: 5490.360840
	Iteration 217Q: 3 clusters Score -1.237618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12376175.000000 Penalty: 5490.360840
	Iteration 218Q: 3 clusters Score -1.237618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12376185.000000 Penalty: 5490.360840
	Iteration 219Q: 3 clusters Score -1.237618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12376177.000000 Penalty: 5490.360840
	Iteration 220F: 3 clusters Score -1.237618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12376193.000000 Penalty: 5490.360840
	Iteration 221Q: 3 clusters Score -1.237619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -12376185.000000 Penalty: 5490.360840
	Iteration 222Q: 3 clusters Score -1.237618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -12376175.000000 Penalty: 5490.360840
	Iteration 223Q: 3 clusters Score -1.237618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -12376178.000000 Penalty: 5490.360840
	Iteration 224Q: 3 clusters Score -1.237618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -12376177.000000 Penalty: 5490.360840
	Iteration 225Q: 3 clusters Score -1.237618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -12376190.000000 Penalty: 5490.360840
	Iteration 226Q: 3 clusters Score -1.237619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -12376185.000000 Penalty: 5490.360840
	Iteration 227Q: 3 clusters Score -1.237618e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -12376190.000000 Penalty: 5490.360840
	Iteration 228Q: 3 clusters Score -1.237619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12376173.000000 Penalty: 5490.360840
	Iteration 229Q: 3 clusters Score -1.237617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -12376172.000000 Penalty: 5490.360840
	Iteration 230Q: 3 clusters Score -1.237617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -12376182.000000 Penalty: 5490.360840
	Iteration 231Q: 3 clusters Score -1.237618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12376188.000000 Penalty: 5490.360840
	Iteration 232Q: 3 clusters Score -1.237619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -12376188.000000 Penalty: 5490.360840
	Iteration 233F: 3 clusters Score -1.237619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 65143 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Entering Unmasked Estep 
Score: -176979904.000000 Penalty: 85168.484375
Splitting cluster 8 changes total score from -176871984.000000 to -176979904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (65143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Entering Unmasked Estep 
Score: -13006920.000000 Penalty: 2748.916260
	Iteration 0F: 2 clusters Score -1.300692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -13006418.000000 Penalty: 5497.832520
	Iteration 0F: 3 clusters Score -1.300642e+07 nChanged 30541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -13023367.000000 Penalty: 5497.832520
	Iteration 1F: 3 clusters Score -1.302337e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -13023978.000000 Penalty: 5497.832520
	Iteration 2F: 3 clusters Score -1.302398e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -13024581.000000 Penalty: 5497.832520
	Iteration 3F: 3 clusters Score -1.302458e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -13025191.000000 Penalty: 5497.832520
	Iteration 4Q: 3 clusters Score -1.302519e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -13025851.000000 Penalty: 5497.832520
	Iteration 5Q: 3 clusters Score -1.302585e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -13026785.000000 Penalty: 5497.832520
	Iteration 6Q: 3 clusters Score -1.302678e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -13028376.000000 Penalty: 5497.832520
	Iteration 7F: 3 clusters Score -1.302838e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -13030619.000000 Penalty: 5497.832520
	Iteration 8F: 3 clusters Score -1.303062e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -13032869.000000 Penalty: 5497.832520
	Iteration 9F: 3 clusters Score -1.303287e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -13034745.000000 Penalty: 5497.832520
	Iteration 10F: 3 clusters Score -1.303474e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -13035591.000000 Penalty: 5497.832520
	Iteration 11Q: 3 clusters Score -1.303559e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -13035864.000000 Penalty: 5497.832520
	Iteration 12Q: 3 clusters Score -1.303586e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -13036056.000000 Penalty: 5497.832520
	Iteration 13Q: 3 clusters Score -1.303606e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -13036193.000000 Penalty: 5497.832520
	Iteration 14Q: 3 clusters Score -1.303619e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -13036276.000000 Penalty: 5497.832520
	Iteration 15Q: 3 clusters Score -1.303628e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -13036402.000000 Penalty: 5497.832520
	Iteration 16Q: 3 clusters Score -1.30364e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -13036454.000000 Penalty: 5497.832520
	Iteration 17Q: 3 clusters Score -1.303645e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -13036504.000000 Penalty: 5497.832520
	Iteration 18Q: 3 clusters Score -1.30365e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -13036557.000000 Penalty: 5497.832520
	Iteration 19Q: 3 clusters Score -1.303656e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -13036639.000000 Penalty: 5497.832520
	Iteration 20F: 3 clusters Score -1.303664e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -13036711.000000 Penalty: 5497.832520
	Iteration 21Q: 3 clusters Score -1.303671e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -13036784.000000 Penalty: 5497.832520
	Iteration 22Q: 3 clusters Score -1.303678e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -13036877.000000 Penalty: 5497.832520
	Iteration 23Q: 3 clusters Score -1.303688e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -13036963.000000 Penalty: 5497.832520
	Iteration 24Q: 3 clusters Score -1.303696e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -13037065.000000 Penalty: 5497.832520
	Iteration 25Q: 3 clusters Score -1.303706e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -13037160.000000 Penalty: 5497.832520
	Iteration 26Q: 3 clusters Score -1.303716e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -13037252.000000 Penalty: 5497.832520
	Iteration 27Q: 3 clusters Score -1.303725e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -13037223.000000 Penalty: 5497.832520
	Iteration 28Q: 3 clusters Score -1.303722e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -13037267.000000 Penalty: 5497.832520
	Iteration 29Q: 3 clusters Score -1.303727e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -13037262.000000 Penalty: 5497.832520
	Iteration 30Q: 3 clusters Score -1.303726e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -13037321.000000 Penalty: 5497.832520
	Iteration 31Q: 3 clusters Score -1.303732e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -13037345.000000 Penalty: 5497.832520
	Iteration 32Q: 3 clusters Score -1.303734e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -13037334.000000 Penalty: 5497.832520
	Iteration 33Q: 3 clusters Score -1.303733e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -13037344.000000 Penalty: 5497.832520
	Iteration 34Q: 3 clusters Score -1.303734e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -13037346.000000 Penalty: 5497.832520
	Iteration 35Q: 3 clusters Score -1.303735e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -13037413.000000 Penalty: 5497.832520
	Iteration 36Q: 3 clusters Score -1.303741e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -13037448.000000 Penalty: 5497.832520
	Iteration 37Q: 3 clusters Score -1.303745e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -13037452.000000 Penalty: 5497.832520
	Iteration 38Q: 3 clusters Score -1.303745e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -13037438.000000 Penalty: 5497.832520
	Iteration 39Q: 3 clusters Score -1.303744e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -13037456.000000 Penalty: 5497.832520
	Iteration 40F: 3 clusters Score -1.303746e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -13037400.000000 Penalty: 5497.832520
	Iteration 41Q: 3 clusters Score -1.30374e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -13037438.000000 Penalty: 5497.832520
	Iteration 42Q: 3 clusters Score -1.303744e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -13037430.000000 Penalty: 5497.832520
	Iteration 43Q: 3 clusters Score -1.303743e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -13037409.000000 Penalty: 5497.832520
	Iteration 44Q: 3 clusters Score -1.303741e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -13037424.000000 Penalty: 5497.832520
	Iteration 45Q: 3 clusters Score -1.303742e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -13037452.000000 Penalty: 5497.832520
	Iteration 46Q: 3 clusters Score -1.303745e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -13037449.000000 Penalty: 5497.832520
	Iteration 47Q: 3 clusters Score -1.303745e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -13037478.000000 Penalty: 5497.832520
	Iteration 48Q: 3 clusters Score -1.303748e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -13037470.000000 Penalty: 5497.832520
	Iteration 49Q: 3 clusters Score -1.303747e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -13037439.000000 Penalty: 5497.832520
	Iteration 50Q: 3 clusters Score -1.303744e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -13037412.000000 Penalty: 5497.832520
	Iteration 51Q: 3 clusters Score -1.303741e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -13037428.000000 Penalty: 5497.832520
	Iteration 52Q: 3 clusters Score -1.303743e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -13037437.000000 Penalty: 5497.832520
	Iteration 53Q: 3 clusters Score -1.303744e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -13037482.000000 Penalty: 5497.832520
	Iteration 54Q: 3 clusters Score -1.303748e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -13037448.000000 Penalty: 5497.832520
	Iteration 55Q: 3 clusters Score -1.303745e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -13037462.000000 Penalty: 5497.832520
	Iteration 56Q: 3 clusters Score -1.303746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -13037453.000000 Penalty: 5497.832520
	Iteration 57Q: 3 clusters Score -1.303745e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -13037431.000000 Penalty: 5497.832520
	Iteration 58Q: 3 clusters Score -1.303743e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -13037432.000000 Penalty: 5497.832520
	Iteration 59Q: 3 clusters Score -1.303743e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -13037423.000000 Penalty: 5497.832520
	Iteration 60F: 3 clusters Score -1.303742e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -13037411.000000 Penalty: 5497.832520
	Iteration 61Q: 3 clusters Score -1.303741e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -13037464.000000 Penalty: 5497.832520
	Iteration 62Q: 3 clusters Score -1.303746e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13037452.000000 Penalty: 5497.832520
	Iteration 63Q: 3 clusters Score -1.303745e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -13037469.000000 Penalty: 5497.832520
	Iteration 64Q: 3 clusters Score -1.303747e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -13037526.000000 Penalty: 5497.832520
	Iteration 65Q: 3 clusters Score -1.303753e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -13037464.000000 Penalty: 5497.832520
	Iteration 66Q: 3 clusters Score -1.303746e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -13037426.000000 Penalty: 5497.832520
	Iteration 67Q: 3 clusters Score -1.303743e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -13037414.000000 Penalty: 5497.832520
	Iteration 68Q: 3 clusters Score -1.303741e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -13037448.000000 Penalty: 5497.832520
	Iteration 69Q: 3 clusters Score -1.303745e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -13037455.000000 Penalty: 5497.832520
	Iteration 70Q: 3 clusters Score -1.303746e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -13037488.000000 Penalty: 5497.832520
	Iteration 71Q: 3 clusters Score -1.303749e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -13037586.000000 Penalty: 5497.832520
	Iteration 72Q: 3 clusters Score -1.303759e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -13037582.000000 Penalty: 5497.832520
	Iteration 73Q: 3 clusters Score -1.303758e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -13037588.000000 Penalty: 5497.832520
	Iteration 74Q: 3 clusters Score -1.303759e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -13037617.000000 Penalty: 5497.832520
	Iteration 75Q: 3 clusters Score -1.303762e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -13037681.000000 Penalty: 5497.832520
	Iteration 76Q: 3 clusters Score -1.303768e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -13037744.000000 Penalty: 5497.832520
	Iteration 77Q: 3 clusters Score -1.303774e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -13037806.000000 Penalty: 5497.832520
	Iteration 78Q: 3 clusters Score -1.303781e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -13037804.000000 Penalty: 5497.832520
	Iteration 79Q: 3 clusters Score -1.30378e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -13037810.000000 Penalty: 5497.832520
	Iteration 80F: 3 clusters Score -1.303781e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -13037816.000000 Penalty: 5497.832520
	Iteration 81Q: 3 clusters Score -1.303782e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -13037823.000000 Penalty: 5497.832520
	Iteration 82Q: 3 clusters Score -1.303782e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -13037816.000000 Penalty: 5497.832520
	Iteration 83Q: 3 clusters Score -1.303782e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -13037875.000000 Penalty: 5497.832520
	Iteration 84Q: 3 clusters Score -1.303788e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -13037891.000000 Penalty: 5497.832520
	Iteration 85Q: 3 clusters Score -1.303789e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -13037892.000000 Penalty: 5497.832520
	Iteration 86Q: 3 clusters Score -1.303789e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -13037867.000000 Penalty: 5497.832520
	Iteration 87Q: 3 clusters Score -1.303787e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -13037854.000000 Penalty: 5497.832520
	Iteration 88Q: 3 clusters Score -1.303785e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -13037857.000000 Penalty: 5497.832520
	Iteration 89Q: 3 clusters Score -1.303786e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -13037894.000000 Penalty: 5497.832520
	Iteration 90Q: 3 clusters Score -1.303789e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -13037865.000000 Penalty: 5497.832520
	Iteration 91Q: 3 clusters Score -1.303786e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -13037916.000000 Penalty: 5497.832520
	Iteration 92Q: 3 clusters Score -1.303792e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -13037887.000000 Penalty: 5497.832520
	Iteration 93Q: 3 clusters Score -1.303789e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -13037879.000000 Penalty: 5497.832520
	Iteration 94Q: 3 clusters Score -1.303788e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -13037861.000000 Penalty: 5497.832520
	Iteration 95Q: 3 clusters Score -1.303786e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -13037892.000000 Penalty: 5497.832520
	Iteration 96Q: 3 clusters Score -1.303789e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -13037895.000000 Penalty: 5497.832520
	Iteration 97Q: 3 clusters Score -1.30379e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -13037875.000000 Penalty: 5497.832520
	Iteration 98Q: 3 clusters Score -1.303788e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -13037913.000000 Penalty: 5497.832520
	Iteration 99Q: 3 clusters Score -1.303791e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -13037927.000000 Penalty: 5497.832520
	Iteration 100F: 3 clusters Score -1.303793e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -13037919.000000 Penalty: 5497.832520
	Iteration 101Q: 3 clusters Score -1.303792e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -13037922.000000 Penalty: 5497.832520
	Iteration 102Q: 3 clusters Score -1.303792e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -13037927.000000 Penalty: 5497.832520
	Iteration 103Q: 3 clusters Score -1.303793e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -13037961.000000 Penalty: 5497.832520
	Iteration 104Q: 3 clusters Score -1.303796e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -13037949.000000 Penalty: 5497.832520
	Iteration 105Q: 3 clusters Score -1.303795e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -13037980.000000 Penalty: 5497.832520
	Iteration 106Q: 3 clusters Score -1.303798e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -13037982.000000 Penalty: 5497.832520
	Iteration 107Q: 3 clusters Score -1.303798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -13038028.000000 Penalty: 5497.832520
	Iteration 108Q: 3 clusters Score -1.303803e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -13038079.000000 Penalty: 5497.832520
	Iteration 109Q: 3 clusters Score -1.303808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -13038076.000000 Penalty: 5497.832520
	Iteration 110Q: 3 clusters Score -1.303808e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -13038067.000000 Penalty: 5497.832520
	Iteration 111Q: 3 clusters Score -1.303807e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -13038105.000000 Penalty: 5497.832520
	Iteration 112Q: 3 clusters Score -1.30381e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -13038093.000000 Penalty: 5497.832520
	Iteration 113Q: 3 clusters Score -1.303809e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -13038117.000000 Penalty: 5497.832520
	Iteration 114Q: 3 clusters Score -1.303812e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -13038079.000000 Penalty: 5497.832520
	Iteration 115Q: 3 clusters Score -1.303808e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -13038112.000000 Penalty: 5497.832520
	Iteration 116Q: 3 clusters Score -1.303811e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -13038141.000000 Penalty: 5497.832520
	Iteration 117Q: 3 clusters Score -1.303814e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -13038147.000000 Penalty: 5497.832520
	Iteration 118Q: 3 clusters Score -1.303815e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -13038142.000000 Penalty: 5497.832520
	Iteration 119Q: 3 clusters Score -1.303814e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13038177.000000 Penalty: 5497.832520
	Iteration 120F: 3 clusters Score -1.303818e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13038158.000000 Penalty: 5497.832520
	Iteration 121Q: 3 clusters Score -1.303816e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -13038158.000000 Penalty: 5497.832520
	Iteration 122Q: 3 clusters Score -1.303816e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -13038163.000000 Penalty: 5497.832520
	Iteration 123Q: 3 clusters Score -1.303816e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -13038168.000000 Penalty: 5497.832520
	Iteration 124Q: 3 clusters Score -1.303817e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -13038171.000000 Penalty: 5497.832520
	Iteration 125Q: 3 clusters Score -1.303817e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -13038192.000000 Penalty: 5497.832520
	Iteration 126Q: 3 clusters Score -1.303819e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -13038211.000000 Penalty: 5497.832520
	Iteration 127Q: 3 clusters Score -1.303821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -13038233.000000 Penalty: 5497.832520
	Iteration 128Q: 3 clusters Score -1.303823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -13038230.000000 Penalty: 5497.832520
	Iteration 129Q: 3 clusters Score -1.303823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -13038247.000000 Penalty: 5497.832520
	Iteration 130Q: 3 clusters Score -1.303825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -13038244.000000 Penalty: 5497.832520
	Iteration 131Q: 3 clusters Score -1.303824e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -13038252.000000 Penalty: 5497.832520
	Iteration 132Q: 3 clusters Score -1.303825e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -13038262.000000 Penalty: 5497.832520
	Iteration 133Q: 3 clusters Score -1.303826e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -13038269.000000 Penalty: 5497.832520
	Iteration 134Q: 3 clusters Score -1.303827e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -13038291.000000 Penalty: 5497.832520
	Iteration 135Q: 3 clusters Score -1.303829e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -13038308.000000 Penalty: 5497.832520
	Iteration 136Q: 3 clusters Score -1.303831e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -13038296.000000 Penalty: 5497.832520
	Iteration 137Q: 3 clusters Score -1.30383e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -13038295.000000 Penalty: 5497.832520
	Iteration 138Q: 3 clusters Score -1.30383e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -13038283.000000 Penalty: 5497.832520
	Iteration 139Q: 3 clusters Score -1.303828e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -13038294.000000 Penalty: 5497.832520
	Iteration 140F: 3 clusters Score -1.303829e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -13038286.000000 Penalty: 5497.832520
	Iteration 141Q: 3 clusters Score -1.303829e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -13038265.000000 Penalty: 5497.832520
	Iteration 142Q: 3 clusters Score -1.303826e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -13038257.000000 Penalty: 5497.832520
	Iteration 143Q: 3 clusters Score -1.303826e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -13038272.000000 Penalty: 5497.832520
	Iteration 144Q: 3 clusters Score -1.303827e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -13038280.000000 Penalty: 5497.832520
	Iteration 145Q: 3 clusters Score -1.303828e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -13038270.000000 Penalty: 5497.832520
	Iteration 146Q: 3 clusters Score -1.303827e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -13038256.000000 Penalty: 5497.832520
	Iteration 147Q: 3 clusters Score -1.303826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -13038271.000000 Penalty: 5497.832520
	Iteration 148Q: 3 clusters Score -1.303827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -13038277.000000 Penalty: 5497.832520
	Iteration 149Q: 3 clusters Score -1.303828e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -13038267.000000 Penalty: 5497.832520
	Iteration 150Q: 3 clusters Score -1.303827e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -13038278.000000 Penalty: 5497.832520
	Iteration 151Q: 3 clusters Score -1.303828e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -13038283.000000 Penalty: 5497.832520
	Iteration 152Q: 3 clusters Score -1.303828e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -13038285.000000 Penalty: 5497.832520
	Iteration 153Q: 3 clusters Score -1.303828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -13038277.000000 Penalty: 5497.832520
	Iteration 154Q: 3 clusters Score -1.303828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -13038251.000000 Penalty: 5497.832520
	Iteration 155Q: 3 clusters Score -1.303825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -13038255.000000 Penalty: 5497.832520
	Iteration 156Q: 3 clusters Score -1.303826e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -13038276.000000 Penalty: 5497.832520
	Iteration 157Q: 3 clusters Score -1.303828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -13038292.000000 Penalty: 5497.832520
	Iteration 158Q: 3 clusters Score -1.303829e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -13038290.000000 Penalty: 5497.832520
	Iteration 159Q: 3 clusters Score -1.303829e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -13038298.000000 Penalty: 5497.832520
	Iteration 160F: 3 clusters Score -1.30383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -13038290.000000 Penalty: 5497.832520
	Iteration 161Q: 3 clusters Score -1.303829e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -13038299.000000 Penalty: 5497.832520
	Iteration 162Q: 3 clusters Score -1.30383e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -13038299.000000 Penalty: 5497.832520
	Iteration 163Q: 3 clusters Score -1.30383e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -13038318.000000 Penalty: 5497.832520
	Iteration 164Q: 3 clusters Score -1.303832e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -13038327.000000 Penalty: 5497.832520
	Iteration 165Q: 3 clusters Score -1.303833e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -13038310.000000 Penalty: 5497.832520
	Iteration 166Q: 3 clusters Score -1.303831e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -13038297.000000 Penalty: 5497.832520
	Iteration 167Q: 3 clusters Score -1.30383e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -13038309.000000 Penalty: 5497.832520
	Iteration 168Q: 3 clusters Score -1.303831e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -13038297.000000 Penalty: 5497.832520
	Iteration 169Q: 3 clusters Score -1.30383e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -13038315.000000 Penalty: 5497.832520
	Iteration 170Q: 3 clusters Score -1.303832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -13038313.000000 Penalty: 5497.832520
	Iteration 171Q: 3 clusters Score -1.303831e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -13038311.000000 Penalty: 5497.832520
	Iteration 172Q: 3 clusters Score -1.303831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -13038306.000000 Penalty: 5497.832520
	Iteration 173Q: 3 clusters Score -1.303831e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -13038308.000000 Penalty: 5497.832520
	Iteration 174Q: 3 clusters Score -1.303831e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -13038304.000000 Penalty: 5497.832520
	Iteration 175Q: 3 clusters Score -1.30383e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -13038327.000000 Penalty: 5497.832520
	Iteration 176Q: 3 clusters Score -1.303833e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -13038346.000000 Penalty: 5497.832520
	Iteration 177Q: 3 clusters Score -1.303835e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -13038378.000000 Penalty: 5497.832520
	Iteration 178Q: 3 clusters Score -1.303838e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -13038393.000000 Penalty: 5497.832520
	Iteration 179Q: 3 clusters Score -1.303839e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -13038422.000000 Penalty: 5497.832520
	Iteration 180F: 3 clusters Score -1.303842e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -13038474.000000 Penalty: 5497.832520
	Iteration 181Q: 3 clusters Score -1.303847e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -13038524.000000 Penalty: 5497.832520
	Iteration 182Q: 3 clusters Score -1.303852e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -13038525.000000 Penalty: 5497.832520
	Iteration 183Q: 3 clusters Score -1.303852e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -13038519.000000 Penalty: 5497.832520
	Iteration 184Q: 3 clusters Score -1.303852e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -13038512.000000 Penalty: 5497.832520
	Iteration 185Q: 3 clusters Score -1.303851e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -13038533.000000 Penalty: 5497.832520
	Iteration 186Q: 3 clusters Score -1.303853e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -13038522.000000 Penalty: 5497.832520
	Iteration 187Q: 3 clusters Score -1.303852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -13038580.000000 Penalty: 5497.832520
	Iteration 188Q: 3 clusters Score -1.303858e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -13038575.000000 Penalty: 5497.832520
	Iteration 189Q: 3 clusters Score -1.303858e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -13038614.000000 Penalty: 5497.832520
	Iteration 190Q: 3 clusters Score -1.303861e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -13038623.000000 Penalty: 5497.832520
	Iteration 191Q: 3 clusters Score -1.303862e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -13038633.000000 Penalty: 5497.832520
	Iteration 192Q: 3 clusters Score -1.303863e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -13038629.000000 Penalty: 5497.832520
	Iteration 193Q: 3 clusters Score -1.303863e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -13038649.000000 Penalty: 5497.832520
	Iteration 194Q: 3 clusters Score -1.303865e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -13038670.000000 Penalty: 5497.832520
	Iteration 195Q: 3 clusters Score -1.303867e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -13038641.000000 Penalty: 5497.832520
	Iteration 196Q: 3 clusters Score -1.303864e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -13038656.000000 Penalty: 5497.832520
	Iteration 197Q: 3 clusters Score -1.303866e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -13038688.000000 Penalty: 5497.832520
	Iteration 198Q: 3 clusters Score -1.303869e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -13038684.000000 Penalty: 5497.832520
	Iteration 199Q: 3 clusters Score -1.303868e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -13038683.000000 Penalty: 5497.832520
	Iteration 200F: 3 clusters Score -1.303868e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -13038680.000000 Penalty: 5497.832520
	Iteration 201Q: 3 clusters Score -1.303868e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -13038675.000000 Penalty: 5497.832520
	Iteration 202Q: 3 clusters Score -1.303868e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -13038686.000000 Penalty: 5497.832520
	Iteration 203Q: 3 clusters Score -1.303869e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -13038682.000000 Penalty: 5497.832520
	Iteration 204Q: 3 clusters Score -1.303868e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -13038670.000000 Penalty: 5497.832520
	Iteration 205Q: 3 clusters Score -1.303867e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -13038643.000000 Penalty: 5497.832520
	Iteration 206Q: 3 clusters Score -1.303864e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -13038629.000000 Penalty: 5497.832520
	Iteration 207Q: 3 clusters Score -1.303863e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -13038640.000000 Penalty: 5497.832520
	Iteration 208Q: 3 clusters Score -1.303864e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -13038655.000000 Penalty: 5497.832520
	Iteration 209Q: 3 clusters Score -1.303866e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -13038668.000000 Penalty: 5497.832520
	Iteration 210Q: 3 clusters Score -1.303867e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -13038675.000000 Penalty: 5497.832520
	Iteration 211Q: 3 clusters Score -1.303868e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -13038621.000000 Penalty: 5497.832520
	Iteration 212Q: 3 clusters Score -1.303862e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -13038605.000000 Penalty: 5497.832520
	Iteration 213Q: 3 clusters Score -1.30386e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -13038617.000000 Penalty: 5497.832520
	Iteration 214Q: 3 clusters Score -1.303862e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -13038588.000000 Penalty: 5497.832520
	Iteration 215Q: 3 clusters Score -1.303859e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -13038632.000000 Penalty: 5497.832520
	Iteration 216Q: 3 clusters Score -1.303863e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -13038648.000000 Penalty: 5497.832520
	Iteration 217Q: 3 clusters Score -1.303865e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -13038680.000000 Penalty: 5497.832520
	Iteration 218Q: 3 clusters Score -1.303868e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -13038692.000000 Penalty: 5497.832520
	Iteration 219Q: 3 clusters Score -1.303869e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -13038706.000000 Penalty: 5497.832520
	Iteration 220F: 3 clusters Score -1.303871e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -13038710.000000 Penalty: 5497.832520
	Iteration 221Q: 3 clusters Score -1.303871e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -13038684.000000 Penalty: 5497.832520
	Iteration 222Q: 3 clusters Score -1.303868e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -13038719.000000 Penalty: 5497.832520
	Iteration 223Q: 3 clusters Score -1.303872e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -13038728.000000 Penalty: 5497.832520
	Iteration 224Q: 3 clusters Score -1.303873e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -13038787.000000 Penalty: 5497.832520
	Iteration 225Q: 3 clusters Score -1.303879e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -13038829.000000 Penalty: 5497.832520
	Iteration 226Q: 3 clusters Score -1.303883e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -13038811.000000 Penalty: 5497.832520
	Iteration 227Q: 3 clusters Score -1.303881e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -13038798.000000 Penalty: 5497.832520
	Iteration 228Q: 3 clusters Score -1.30388e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -13038761.000000 Penalty: 5497.832520
	Iteration 229Q: 3 clusters Score -1.303876e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -13038775.000000 Penalty: 5497.832520
	Iteration 230Q: 3 clusters Score -1.303878e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -13038764.000000 Penalty: 5497.832520
	Iteration 231Q: 3 clusters Score -1.303876e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -13038783.000000 Penalty: 5497.832520
	Iteration 232Q: 3 clusters Score -1.303878e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13038773.000000 Penalty: 5497.832520
	Iteration 233Q: 3 clusters Score -1.303877e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -13038793.000000 Penalty: 5497.832520
	Iteration 234Q: 3 clusters Score -1.303879e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -13038789.000000 Penalty: 5497.832520
	Iteration 235Q: 3 clusters Score -1.303879e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -13038815.000000 Penalty: 5497.832520
	Iteration 236Q: 3 clusters Score -1.303882e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -13038782.000000 Penalty: 5497.832520
	Iteration 237Q: 3 clusters Score -1.303878e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -13038779.000000 Penalty: 5497.832520
	Iteration 238Q: 3 clusters Score -1.303878e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -13038808.000000 Penalty: 5497.832520
	Iteration 239Q: 3 clusters Score -1.303881e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -13038803.000000 Penalty: 5497.832520
	Iteration 240F: 3 clusters Score -1.30388e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -13038763.000000 Penalty: 5497.832520
	Iteration 241Q: 3 clusters Score -1.303876e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -13038781.000000 Penalty: 5497.832520
	Iteration 242Q: 3 clusters Score -1.303878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -13038782.000000 Penalty: 5497.832520
	Iteration 243Q: 3 clusters Score -1.303878e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -13038806.000000 Penalty: 5497.832520
	Iteration 244Q: 3 clusters Score -1.303881e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -13038787.000000 Penalty: 5497.832520
	Iteration 245Q: 3 clusters Score -1.303879e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -13038801.000000 Penalty: 5497.832520
	Iteration 246Q: 3 clusters Score -1.30388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -13038792.000000 Penalty: 5497.832520
	Iteration 247Q: 3 clusters Score -1.303879e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -13038777.000000 Penalty: 5497.832520
	Iteration 248Q: 3 clusters Score -1.303878e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -13038767.000000 Penalty: 5497.832520
	Iteration 249Q: 3 clusters Score -1.303877e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -13038758.000000 Penalty: 5497.832520
	Iteration 250Q: 3 clusters Score -1.303876e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -13038776.000000 Penalty: 5497.832520
	Iteration 251Q: 3 clusters Score -1.303878e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -13038795.000000 Penalty: 5497.832520
	Iteration 252Q: 3 clusters Score -1.30388e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -13038790.000000 Penalty: 5497.832520
	Iteration 253Q: 3 clusters Score -1.303879e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -13038811.000000 Penalty: 5497.832520
	Iteration 254Q: 3 clusters Score -1.303881e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -13038793.000000 Penalty: 5497.832520
	Iteration 255Q: 3 clusters Score -1.303879e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -13038814.000000 Penalty: 5497.832520
	Iteration 256Q: 3 clusters Score -1.303881e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -13038823.000000 Penalty: 5497.832520
	Iteration 257Q: 3 clusters Score -1.303882e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -13038817.000000 Penalty: 5497.832520
	Iteration 258Q: 3 clusters Score -1.303882e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -13038849.000000 Penalty: 5497.832520
	Iteration 259Q: 3 clusters Score -1.303885e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -13038831.000000 Penalty: 5497.832520
	Iteration 260F: 3 clusters Score -1.303883e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -13038854.000000 Penalty: 5497.832520
	Iteration 261Q: 3 clusters Score -1.303885e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -13038860.000000 Penalty: 5497.832520
	Iteration 262Q: 3 clusters Score -1.303886e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -13038858.000000 Penalty: 5497.832520
	Iteration 263Q: 3 clusters Score -1.303886e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -13038891.000000 Penalty: 5497.832520
	Iteration 264Q: 3 clusters Score -1.303889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -13038900.000000 Penalty: 5497.832520
	Iteration 265Q: 3 clusters Score -1.30389e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -13038917.000000 Penalty: 5497.832520
	Iteration 266Q: 3 clusters Score -1.303892e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -13038898.000000 Penalty: 5497.832520
	Iteration 267Q: 3 clusters Score -1.30389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -13038924.000000 Penalty: 5497.832520
	Iteration 268Q: 3 clusters Score -1.303892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -13038894.000000 Penalty: 5497.832520
	Iteration 269Q: 3 clusters Score -1.303889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -13038888.000000 Penalty: 5497.832520
	Iteration 270Q: 3 clusters Score -1.303889e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -13038879.000000 Penalty: 5497.832520
	Iteration 271Q: 3 clusters Score -1.303888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -13038890.000000 Penalty: 5497.832520
	Iteration 272Q: 3 clusters Score -1.303889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -13038873.000000 Penalty: 5497.832520
	Iteration 273Q: 3 clusters Score -1.303887e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -13038871.000000 Penalty: 5497.832520
	Iteration 274Q: 3 clusters Score -1.303887e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -13038873.000000 Penalty: 5497.832520
	Iteration 275Q: 3 clusters Score -1.303887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -13038885.000000 Penalty: 5497.832520
	Iteration 276Q: 3 clusters Score -1.303888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -13038887.000000 Penalty: 5497.832520
	Iteration 277Q: 3 clusters Score -1.303889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -13038890.000000 Penalty: 5497.832520
	Iteration 278Q: 3 clusters Score -1.303889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -13038889.000000 Penalty: 5497.832520
	Iteration 279Q: 3 clusters Score -1.303889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -13038896.000000 Penalty: 5497.832520
	Iteration 280F: 3 clusters Score -1.30389e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -13038888.000000 Penalty: 5497.832520
	Iteration 281Q: 3 clusters Score -1.303889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -13038925.000000 Penalty: 5497.832520
	Iteration 282Q: 3 clusters Score -1.303892e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -13038924.000000 Penalty: 5497.832520
	Iteration 283Q: 3 clusters Score -1.303892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -13038905.000000 Penalty: 5497.832520
	Iteration 284Q: 3 clusters Score -1.30389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -13038910.000000 Penalty: 5497.832520
	Iteration 285Q: 3 clusters Score -1.303891e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -13038915.000000 Penalty: 5497.832520
	Iteration 286Q: 3 clusters Score -1.303892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -13038920.000000 Penalty: 5497.832520
	Iteration 287Q: 3 clusters Score -1.303892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -13038923.000000 Penalty: 5497.832520
	Iteration 288Q: 3 clusters Score -1.303892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -13038920.000000 Penalty: 5497.832520
	Iteration 289Q: 3 clusters Score -1.303892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -13038922.000000 Penalty: 5497.832520
	Iteration 290Q: 3 clusters Score -1.303892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -13038921.000000 Penalty: 5497.832520
	Iteration 291Q: 3 clusters Score -1.303892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -13038910.000000 Penalty: 5497.832520
	Iteration 292Q: 3 clusters Score -1.303891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -13038899.000000 Penalty: 5497.832520
	Iteration 293Q: 3 clusters Score -1.30389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -13038899.000000 Penalty: 5497.832520
	Iteration 294Q: 3 clusters Score -1.30389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -13038905.000000 Penalty: 5497.832520
	Iteration 295Q: 3 clusters Score -1.30389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -13038905.000000 Penalty: 5497.832520
	Iteration 296F: 3 clusters Score -1.30389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Entering Unmasked Estep 
Score: -177014512.000000 Penalty: 88575.218750
Splitting cluster 9 changes total score from -176871984.000000 to -177014512.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -399346.375000 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -399346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -396947.468750 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -396947.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -398489.062500 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -398489.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -399158.500000 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -399158.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -399731.031250 Penalty: 3853.402344
	Iteration 3F: 3 clusters Score -399731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -400554.281250 Penalty: 3853.402344
	Iteration 4F: 3 clusters Score -400554.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -401922.937500 Penalty: 3853.402344
	Iteration 5F: 3 clusters Score -401922.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -404030.156250 Penalty: 3853.402344
	Iteration 6F: 3 clusters Score -404030.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -406292.968750 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -406293 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -407813.656250 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -407813.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -408435.375000 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -408435.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -408760.062500 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -408760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -408780.843750 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -408780.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -408791.406250 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -408791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -408792.468750 Penalty: 3853.402344
	Iteration 13F: 3 clusters Score -408792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -408799.000000 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -408799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -408803.375000 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -408803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -408803.375000 Penalty: 3853.402344
	Iteration 16F: 3 clusters Score -408803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 58834 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Entering Unmasked Estep 
Score: -177022752.000000 Penalty: 91981.960938
Splitting cluster 10 changes total score from -176871984.000000 to -177022752.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (58834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Entering Unmasked Estep 
Score: -11632486.000000 Penalty: 2723.653809
	Iteration 0F: 2 clusters Score -1.163249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -11625016.000000 Penalty: 5447.307617
	Iteration 0F: 3 clusters Score -1.162502e+07 nChanged 27580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -11640215.000000 Penalty: 5447.307617
	Iteration 1F: 3 clusters Score -1.164022e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -11641042.000000 Penalty: 5447.307617
	Iteration 2F: 3 clusters Score -1.164104e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -11642047.000000 Penalty: 5447.307617
	Iteration 3F: 3 clusters Score -1.164205e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -11642961.000000 Penalty: 5447.307617
	Iteration 4F: 3 clusters Score -1.164296e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -11643807.000000 Penalty: 5447.307617
	Iteration 5F: 3 clusters Score -1.164381e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -11645164.000000 Penalty: 5447.307617
	Iteration 6F: 3 clusters Score -1.164516e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -11647023.000000 Penalty: 5447.307617
	Iteration 7F: 3 clusters Score -1.164702e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -11649498.000000 Penalty: 5447.307617
	Iteration 8F: 3 clusters Score -1.16495e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -11650973.000000 Penalty: 5447.307617
	Iteration 9F: 3 clusters Score -1.165097e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -11651439.000000 Penalty: 5447.307617
	Iteration 10Q: 3 clusters Score -1.165144e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -11651442.000000 Penalty: 5447.307617
	Iteration 11Q: 3 clusters Score -1.165144e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -11651403.000000 Penalty: 5447.307617
	Iteration 12Q: 3 clusters Score -1.16514e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -11651476.000000 Penalty: 5447.307617
	Iteration 13Q: 3 clusters Score -1.165148e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -11651584.000000 Penalty: 5447.307617
	Iteration 14Q: 3 clusters Score -1.165158e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -11651656.000000 Penalty: 5447.307617
	Iteration 15Q: 3 clusters Score -1.165166e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -11651690.000000 Penalty: 5447.307617
	Iteration 16Q: 3 clusters Score -1.165169e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -11651737.000000 Penalty: 5447.307617
	Iteration 17Q: 3 clusters Score -1.165174e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -11651748.000000 Penalty: 5447.307617
	Iteration 18Q: 3 clusters Score -1.165175e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -11651717.000000 Penalty: 5447.307617
	Iteration 19Q: 3 clusters Score -1.165172e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -11651747.000000 Penalty: 5447.307617
	Iteration 20F: 3 clusters Score -1.165175e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -11651778.000000 Penalty: 5447.307617
	Iteration 21Q: 3 clusters Score -1.165178e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -11651795.000000 Penalty: 5447.307617
	Iteration 22Q: 3 clusters Score -1.16518e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -11651783.000000 Penalty: 5447.307617
	Iteration 23Q: 3 clusters Score -1.165178e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -11651769.000000 Penalty: 5447.307617
	Iteration 24Q: 3 clusters Score -1.165177e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -11651725.000000 Penalty: 5447.307617
	Iteration 25Q: 3 clusters Score -1.165172e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -11651722.000000 Penalty: 5447.307617
	Iteration 26Q: 3 clusters Score -1.165172e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -11651756.000000 Penalty: 5447.307617
	Iteration 27Q: 3 clusters Score -1.165176e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -11651775.000000 Penalty: 5447.307617
	Iteration 28Q: 3 clusters Score -1.165178e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -11651742.000000 Penalty: 5447.307617
	Iteration 29Q: 3 clusters Score -1.165174e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -11651736.000000 Penalty: 5447.307617
	Iteration 30Q: 3 clusters Score -1.165174e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -11651725.000000 Penalty: 5447.307617
	Iteration 31Q: 3 clusters Score -1.165172e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -11651664.000000 Penalty: 5447.307617
	Iteration 32Q: 3 clusters Score -1.165166e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -11651681.000000 Penalty: 5447.307617
	Iteration 33Q: 3 clusters Score -1.165168e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -11651717.000000 Penalty: 5447.307617
	Iteration 34Q: 3 clusters Score -1.165172e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -11651692.000000 Penalty: 5447.307617
	Iteration 35Q: 3 clusters Score -1.165169e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -11651684.000000 Penalty: 5447.307617
	Iteration 36Q: 3 clusters Score -1.165168e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -11651721.000000 Penalty: 5447.307617
	Iteration 37Q: 3 clusters Score -1.165172e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -11651737.000000 Penalty: 5447.307617
	Iteration 38Q: 3 clusters Score -1.165174e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -11651706.000000 Penalty: 5447.307617
	Iteration 39Q: 3 clusters Score -1.165171e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -11651728.000000 Penalty: 5447.307617
	Iteration 40F: 3 clusters Score -1.165173e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -11651711.000000 Penalty: 5447.307617
	Iteration 41Q: 3 clusters Score -1.165171e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -11651745.000000 Penalty: 5447.307617
	Iteration 42Q: 3 clusters Score -1.165174e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -11651709.000000 Penalty: 5447.307617
	Iteration 43Q: 3 clusters Score -1.165171e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -11651736.000000 Penalty: 5447.307617
	Iteration 44Q: 3 clusters Score -1.165174e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -11651723.000000 Penalty: 5447.307617
	Iteration 45Q: 3 clusters Score -1.165172e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -11651718.000000 Penalty: 5447.307617
	Iteration 46Q: 3 clusters Score -1.165172e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -11651743.000000 Penalty: 5447.307617
	Iteration 47Q: 3 clusters Score -1.165174e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -11651801.000000 Penalty: 5447.307617
	Iteration 48Q: 3 clusters Score -1.16518e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -11651804.000000 Penalty: 5447.307617
	Iteration 49Q: 3 clusters Score -1.16518e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -11651816.000000 Penalty: 5447.307617
	Iteration 50Q: 3 clusters Score -1.165182e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -11651826.000000 Penalty: 5447.307617
	Iteration 51Q: 3 clusters Score -1.165183e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -11651817.000000 Penalty: 5447.307617
	Iteration 52Q: 3 clusters Score -1.165182e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -11651785.000000 Penalty: 5447.307617
	Iteration 53Q: 3 clusters Score -1.165178e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -11651776.000000 Penalty: 5447.307617
	Iteration 54Q: 3 clusters Score -1.165178e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -11651786.000000 Penalty: 5447.307617
	Iteration 55Q: 3 clusters Score -1.165179e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -11651787.000000 Penalty: 5447.307617
	Iteration 56Q: 3 clusters Score -1.165179e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -11651811.000000 Penalty: 5447.307617
	Iteration 57Q: 3 clusters Score -1.165181e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -11651792.000000 Penalty: 5447.307617
	Iteration 58Q: 3 clusters Score -1.165179e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -11651786.000000 Penalty: 5447.307617
	Iteration 59Q: 3 clusters Score -1.165179e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -11651809.000000 Penalty: 5447.307617
	Iteration 60F: 3 clusters Score -1.165181e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -11651779.000000 Penalty: 5447.307617
	Iteration 61Q: 3 clusters Score -1.165178e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -11651760.000000 Penalty: 5447.307617
	Iteration 62Q: 3 clusters Score -1.165176e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -11651815.000000 Penalty: 5447.307617
	Iteration 63Q: 3 clusters Score -1.165182e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -11651839.000000 Penalty: 5447.307617
	Iteration 64Q: 3 clusters Score -1.165184e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -11651820.000000 Penalty: 5447.307617
	Iteration 65Q: 3 clusters Score -1.165182e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -11651822.000000 Penalty: 5447.307617
	Iteration 66Q: 3 clusters Score -1.165182e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -11651827.000000 Penalty: 5447.307617
	Iteration 67Q: 3 clusters Score -1.165183e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -11651863.000000 Penalty: 5447.307617
	Iteration 68Q: 3 clusters Score -1.165186e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -11651851.000000 Penalty: 5447.307617
	Iteration 69Q: 3 clusters Score -1.165185e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -11651853.000000 Penalty: 5447.307617
	Iteration 70Q: 3 clusters Score -1.165185e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -11651842.000000 Penalty: 5447.307617
	Iteration 71Q: 3 clusters Score -1.165184e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -11651876.000000 Penalty: 5447.307617
	Iteration 72Q: 3 clusters Score -1.165188e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -11651885.000000 Penalty: 5447.307617
	Iteration 73Q: 3 clusters Score -1.165188e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -11651895.000000 Penalty: 5447.307617
	Iteration 74Q: 3 clusters Score -1.16519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -11651899.000000 Penalty: 5447.307617
	Iteration 75Q: 3 clusters Score -1.16519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -11651902.000000 Penalty: 5447.307617
	Iteration 76Q: 3 clusters Score -1.16519e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -11651904.000000 Penalty: 5447.307617
	Iteration 77Q: 3 clusters Score -1.16519e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -11651939.000000 Penalty: 5447.307617
	Iteration 78Q: 3 clusters Score -1.165194e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -11651914.000000 Penalty: 5447.307617
	Iteration 79Q: 3 clusters Score -1.165191e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -11651929.000000 Penalty: 5447.307617
	Iteration 80F: 3 clusters Score -1.165193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11651905.000000 Penalty: 5447.307617
	Iteration 81Q: 3 clusters Score -1.16519e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -11651896.000000 Penalty: 5447.307617
	Iteration 82Q: 3 clusters Score -1.16519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 83Q: 3 clusters Score -1.165189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -11651893.000000 Penalty: 5447.307617
	Iteration 84Q: 3 clusters Score -1.165189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -11651901.000000 Penalty: 5447.307617
	Iteration 85Q: 3 clusters Score -1.16519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -11651900.000000 Penalty: 5447.307617
	Iteration 86Q: 3 clusters Score -1.16519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -11651884.000000 Penalty: 5447.307617
	Iteration 87Q: 3 clusters Score -1.165188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -11651878.000000 Penalty: 5447.307617
	Iteration 88Q: 3 clusters Score -1.165188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -11651876.000000 Penalty: 5447.307617
	Iteration 89Q: 3 clusters Score -1.165188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -11651888.000000 Penalty: 5447.307617
	Iteration 90Q: 3 clusters Score -1.165189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -11651890.000000 Penalty: 5447.307617
	Iteration 91Q: 3 clusters Score -1.165189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -11651879.000000 Penalty: 5447.307617
	Iteration 92Q: 3 clusters Score -1.165188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -11651879.000000 Penalty: 5447.307617
	Iteration 93Q: 3 clusters Score -1.165188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -11651881.000000 Penalty: 5447.307617
	Iteration 94Q: 3 clusters Score -1.165188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -11651888.000000 Penalty: 5447.307617
	Iteration 95Q: 3 clusters Score -1.165189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -11651880.000000 Penalty: 5447.307617
	Iteration 96Q: 3 clusters Score -1.165188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -11651879.000000 Penalty: 5447.307617
	Iteration 97Q: 3 clusters Score -1.165188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -11651880.000000 Penalty: 5447.307617
	Iteration 98Q: 3 clusters Score -1.165188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -11651880.000000 Penalty: 5447.307617
	Iteration 99Q: 3 clusters Score -1.165188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -11651892.000000 Penalty: 5447.307617
	Iteration 100F: 3 clusters Score -1.165189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -11651885.000000 Penalty: 5447.307617
	Iteration 101Q: 3 clusters Score -1.165188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 102Q: 3 clusters Score -1.165189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -11651892.000000 Penalty: 5447.307617
	Iteration 103Q: 3 clusters Score -1.165189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -11651902.000000 Penalty: 5447.307617
	Iteration 104Q: 3 clusters Score -1.16519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -11651901.000000 Penalty: 5447.307617
	Iteration 105Q: 3 clusters Score -1.16519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -11651888.000000 Penalty: 5447.307617
	Iteration 106Q: 3 clusters Score -1.165189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 107Q: 3 clusters Score -1.165189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -11651881.000000 Penalty: 5447.307617
	Iteration 108Q: 3 clusters Score -1.165188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -11651889.000000 Penalty: 5447.307617
	Iteration 109Q: 3 clusters Score -1.165189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -11651878.000000 Penalty: 5447.307617
	Iteration 110Q: 3 clusters Score -1.165188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -11651869.000000 Penalty: 5447.307617
	Iteration 111Q: 3 clusters Score -1.165187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 112Q: 3 clusters Score -1.165189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -11651895.000000 Penalty: 5447.307617
	Iteration 113Q: 3 clusters Score -1.16519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -11651898.000000 Penalty: 5447.307617
	Iteration 114Q: 3 clusters Score -1.16519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -11651892.000000 Penalty: 5447.307617
	Iteration 115Q: 3 clusters Score -1.165189e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -11651883.000000 Penalty: 5447.307617
	Iteration 116Q: 3 clusters Score -1.165188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -11651888.000000 Penalty: 5447.307617
	Iteration 117Q: 3 clusters Score -1.165189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -11651884.000000 Penalty: 5447.307617
	Iteration 118Q: 3 clusters Score -1.165188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 119Q: 3 clusters Score -1.165189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -11651893.000000 Penalty: 5447.307617
	Iteration 120F: 3 clusters Score -1.165189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -11651899.000000 Penalty: 5447.307617
	Iteration 121Q: 3 clusters Score -1.16519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -11651893.000000 Penalty: 5447.307617
	Iteration 122Q: 3 clusters Score -1.165189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -11651894.000000 Penalty: 5447.307617
	Iteration 123Q: 3 clusters Score -1.165189e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -11651879.000000 Penalty: 5447.307617
	Iteration 124Q: 3 clusters Score -1.165188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -11651882.000000 Penalty: 5447.307617
	Iteration 125Q: 3 clusters Score -1.165188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -11651875.000000 Penalty: 5447.307617
	Iteration 126Q: 3 clusters Score -1.165188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -11651871.000000 Penalty: 5447.307617
	Iteration 127Q: 3 clusters Score -1.165187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -11651891.000000 Penalty: 5447.307617
	Iteration 128Q: 3 clusters Score -1.165189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -11651892.000000 Penalty: 5447.307617
	Iteration 129Q: 3 clusters Score -1.165189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -11651890.000000 Penalty: 5447.307617
	Iteration 130Q: 3 clusters Score -1.165189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -11651882.000000 Penalty: 5447.307617
	Iteration 131Q: 3 clusters Score -1.165188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -11651838.000000 Penalty: 5447.307617
	Iteration 132Q: 3 clusters Score -1.165184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -11651836.000000 Penalty: 5447.307617
	Iteration 133Q: 3 clusters Score -1.165184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -11651839.000000 Penalty: 5447.307617
	Iteration 134Q: 3 clusters Score -1.165184e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -11651831.000000 Penalty: 5447.307617
	Iteration 135Q: 3 clusters Score -1.165183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -11651845.000000 Penalty: 5447.307617
	Iteration 136Q: 3 clusters Score -1.165184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -11651840.000000 Penalty: 5447.307617
	Iteration 137Q: 3 clusters Score -1.165184e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -11651809.000000 Penalty: 5447.307617
	Iteration 138Q: 3 clusters Score -1.165181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -11651791.000000 Penalty: 5447.307617
	Iteration 139Q: 3 clusters Score -1.165179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -11651786.000000 Penalty: 5447.307617
	Iteration 140F: 3 clusters Score -1.165179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -11651756.000000 Penalty: 5447.307617
	Iteration 141Q: 3 clusters Score -1.165176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -11651750.000000 Penalty: 5447.307617
	Iteration 142Q: 3 clusters Score -1.165175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -11651734.000000 Penalty: 5447.307617
	Iteration 143Q: 3 clusters Score -1.165173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -11651739.000000 Penalty: 5447.307617
	Iteration 144Q: 3 clusters Score -1.165174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -11651736.000000 Penalty: 5447.307617
	Iteration 145Q: 3 clusters Score -1.165174e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -11651738.000000 Penalty: 5447.307617
	Iteration 146Q: 3 clusters Score -1.165174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -11651736.000000 Penalty: 5447.307617
	Iteration 147Q: 3 clusters Score -1.165174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -11651751.000000 Penalty: 5447.307617
	Iteration 148Q: 3 clusters Score -1.165175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -11651752.000000 Penalty: 5447.307617
	Iteration 149Q: 3 clusters Score -1.165175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -11651740.000000 Penalty: 5447.307617
	Iteration 150Q: 3 clusters Score -1.165174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -11651730.000000 Penalty: 5447.307617
	Iteration 151Q: 3 clusters Score -1.165173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -11651722.000000 Penalty: 5447.307617
	Iteration 152Q: 3 clusters Score -1.165172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -11651711.000000 Penalty: 5447.307617
	Iteration 153Q: 3 clusters Score -1.165171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -11651718.000000 Penalty: 5447.307617
	Iteration 154Q: 3 clusters Score -1.165172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -11651715.000000 Penalty: 5447.307617
	Iteration 155Q: 3 clusters Score -1.165172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -11651708.000000 Penalty: 5447.307617
	Iteration 156Q: 3 clusters Score -1.165171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -11651689.000000 Penalty: 5447.307617
	Iteration 157Q: 3 clusters Score -1.165169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -11651704.000000 Penalty: 5447.307617
	Iteration 158Q: 3 clusters Score -1.16517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -11651707.000000 Penalty: 5447.307617
	Iteration 159Q: 3 clusters Score -1.165171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -11651715.000000 Penalty: 5447.307617
	Iteration 160F: 3 clusters Score -1.165172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -11651714.000000 Penalty: 5447.307617
	Iteration 161Q: 3 clusters Score -1.165171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -11651717.000000 Penalty: 5447.307617
	Iteration 162Q: 3 clusters Score -1.165172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -11651722.000000 Penalty: 5447.307617
	Iteration 163Q: 3 clusters Score -1.165172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -11651740.000000 Penalty: 5447.307617
	Iteration 164Q: 3 clusters Score -1.165174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -11651733.000000 Penalty: 5447.307617
	Iteration 165Q: 3 clusters Score -1.165173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -11651728.000000 Penalty: 5447.307617
	Iteration 166Q: 3 clusters Score -1.165173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -11651726.000000 Penalty: 5447.307617
	Iteration 167Q: 3 clusters Score -1.165173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -11651727.000000 Penalty: 5447.307617
	Iteration 168Q: 3 clusters Score -1.165173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -11651725.000000 Penalty: 5447.307617
	Iteration 169Q: 3 clusters Score -1.165172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -11651713.000000 Penalty: 5447.307617
	Iteration 170Q: 3 clusters Score -1.165171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -11651712.000000 Penalty: 5447.307617
	Iteration 171Q: 3 clusters Score -1.165171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -11651717.000000 Penalty: 5447.307617
	Iteration 172Q: 3 clusters Score -1.165172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -11651699.000000 Penalty: 5447.307617
	Iteration 173Q: 3 clusters Score -1.16517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -11651700.000000 Penalty: 5447.307617
	Iteration 174Q: 3 clusters Score -1.16517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -11651678.000000 Penalty: 5447.307617
	Iteration 175Q: 3 clusters Score -1.165168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -11651676.000000 Penalty: 5447.307617
	Iteration 176Q: 3 clusters Score -1.165168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -11651688.000000 Penalty: 5447.307617
	Iteration 177Q: 3 clusters Score -1.165169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11651685.000000 Penalty: 5447.307617
	Iteration 178Q: 3 clusters Score -1.165168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -11651677.000000 Penalty: 5447.307617
	Iteration 179Q: 3 clusters Score -1.165168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11651677.000000 Penalty: 5447.307617
	Iteration 180F: 3 clusters Score -1.165168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -11651691.000000 Penalty: 5447.307617
	Iteration 181Q: 3 clusters Score -1.165169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -11651679.000000 Penalty: 5447.307617
	Iteration 182Q: 3 clusters Score -1.165168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -11651674.000000 Penalty: 5447.307617
	Iteration 183Q: 3 clusters Score -1.165167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -11651682.000000 Penalty: 5447.307617
	Iteration 184Q: 3 clusters Score -1.165168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -11651671.000000 Penalty: 5447.307617
	Iteration 185Q: 3 clusters Score -1.165167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -11651678.000000 Penalty: 5447.307617
	Iteration 186Q: 3 clusters Score -1.165168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -11651669.000000 Penalty: 5447.307617
	Iteration 187Q: 3 clusters Score -1.165167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -11651667.000000 Penalty: 5447.307617
	Iteration 188Q: 3 clusters Score -1.165167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -11651669.000000 Penalty: 5447.307617
	Iteration 189Q: 3 clusters Score -1.165167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -11651677.000000 Penalty: 5447.307617
	Iteration 190Q: 3 clusters Score -1.165168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -11651674.000000 Penalty: 5447.307617
	Iteration 191Q: 3 clusters Score -1.165167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -11651684.000000 Penalty: 5447.307617
	Iteration 192Q: 3 clusters Score -1.165168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -11651688.000000 Penalty: 5447.307617
	Iteration 193Q: 3 clusters Score -1.165169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -11651689.000000 Penalty: 5447.307617
	Iteration 194Q: 3 clusters Score -1.165169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -11651688.000000 Penalty: 5447.307617
	Iteration 195Q: 3 clusters Score -1.165169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -11651688.000000 Penalty: 5447.307617
	Iteration 196F: 3 clusters Score -1.165169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 63891 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Entering Unmasked Estep 
Score: -177042208.000000 Penalty: 95388.695312
Splitting cluster 11 changes total score from -176871984.000000 to -177042208.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (63891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63891 members 
Entering Unmasked Estep 
Score: -13269987.000000 Penalty: 2744.103516
	Iteration 0F: 2 clusters Score -1.326999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -13267916.000000 Penalty: 5488.207031
	Iteration 0F: 3 clusters Score -1.326792e+07 nChanged 29924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -13285336.000000 Penalty: 5488.207031
	Iteration 1F: 3 clusters Score -1.328534e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -13285217.000000 Penalty: 5488.207031
	Iteration 2F: 3 clusters Score -1.328522e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -13285836.000000 Penalty: 5488.207031
	Iteration 3Q: 3 clusters Score -1.328584e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13286412.000000 Penalty: 5488.207031
	Iteration 4Q: 3 clusters Score -1.328641e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -13287052.000000 Penalty: 5488.207031
	Iteration 5Q: 3 clusters Score -1.328705e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -13287832.000000 Penalty: 5488.207031
	Iteration 6Q: 3 clusters Score -1.328783e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -13288920.000000 Penalty: 5488.207031
	Iteration 7Q: 3 clusters Score -1.328892e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -13290620.000000 Penalty: 5488.207031
	Iteration 8Q: 3 clusters Score -1.329062e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -13293018.000000 Penalty: 5488.207031
	Iteration 9F: 3 clusters Score -1.329302e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -13295621.000000 Penalty: 5488.207031
	Iteration 10F: 3 clusters Score -1.329562e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -13297187.000000 Penalty: 5488.207031
	Iteration 11F: 3 clusters Score -1.329719e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -13297706.000000 Penalty: 5488.207031
	Iteration 12Q: 3 clusters Score -1.329771e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -13297824.000000 Penalty: 5488.207031
	Iteration 13Q: 3 clusters Score -1.329782e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -13297969.000000 Penalty: 5488.207031
	Iteration 14Q: 3 clusters Score -1.329797e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -13298105.000000 Penalty: 5488.207031
	Iteration 15Q: 3 clusters Score -1.32981e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -13298263.000000 Penalty: 5488.207031
	Iteration 16Q: 3 clusters Score -1.329826e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -13298402.000000 Penalty: 5488.207031
	Iteration 17Q: 3 clusters Score -1.32984e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -13298493.000000 Penalty: 5488.207031
	Iteration 18Q: 3 clusters Score -1.329849e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -13298600.000000 Penalty: 5488.207031
	Iteration 19Q: 3 clusters Score -1.32986e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -13298774.000000 Penalty: 5488.207031
	Iteration 20F: 3 clusters Score -1.329877e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -13298972.000000 Penalty: 5488.207031
	Iteration 21Q: 3 clusters Score -1.329897e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -13299116.000000 Penalty: 5488.207031
	Iteration 22Q: 3 clusters Score -1.329912e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -13299317.000000 Penalty: 5488.207031
	Iteration 23Q: 3 clusters Score -1.329932e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -13299485.000000 Penalty: 5488.207031
	Iteration 24Q: 3 clusters Score -1.329948e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -13299560.000000 Penalty: 5488.207031
	Iteration 25Q: 3 clusters Score -1.329956e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -13299678.000000 Penalty: 5488.207031
	Iteration 26Q: 3 clusters Score -1.329968e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -13299787.000000 Penalty: 5488.207031
	Iteration 27Q: 3 clusters Score -1.329979e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -13299977.000000 Penalty: 5488.207031
	Iteration 28Q: 3 clusters Score -1.329998e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -13300126.000000 Penalty: 5488.207031
	Iteration 29Q: 3 clusters Score -1.330013e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -13300248.000000 Penalty: 5488.207031
	Iteration 30Q: 3 clusters Score -1.330025e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -13300347.000000 Penalty: 5488.207031
	Iteration 31Q: 3 clusters Score -1.330035e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -13300391.000000 Penalty: 5488.207031
	Iteration 32Q: 3 clusters Score -1.330039e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -13300466.000000 Penalty: 5488.207031
	Iteration 33Q: 3 clusters Score -1.330047e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -13300525.000000 Penalty: 5488.207031
	Iteration 34Q: 3 clusters Score -1.330052e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -13300583.000000 Penalty: 5488.207031
	Iteration 35Q: 3 clusters Score -1.330058e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -13300605.000000 Penalty: 5488.207031
	Iteration 36Q: 3 clusters Score -1.33006e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -13300628.000000 Penalty: 5488.207031
	Iteration 37Q: 3 clusters Score -1.330063e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -13300703.000000 Penalty: 5488.207031
	Iteration 38Q: 3 clusters Score -1.33007e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -13300775.000000 Penalty: 5488.207031
	Iteration 39Q: 3 clusters Score -1.330078e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -13300809.000000 Penalty: 5488.207031
	Iteration 40F: 3 clusters Score -1.330081e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -13300869.000000 Penalty: 5488.207031
	Iteration 41Q: 3 clusters Score -1.330087e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -13300888.000000 Penalty: 5488.207031
	Iteration 42Q: 3 clusters Score -1.330089e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -13300936.000000 Penalty: 5488.207031
	Iteration 43Q: 3 clusters Score -1.330094e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -13301000.000000 Penalty: 5488.207031
	Iteration 44Q: 3 clusters Score -1.3301e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -13301044.000000 Penalty: 5488.207031
	Iteration 45Q: 3 clusters Score -1.330104e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -13301056.000000 Penalty: 5488.207031
	Iteration 46Q: 3 clusters Score -1.330106e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -13301108.000000 Penalty: 5488.207031
	Iteration 47Q: 3 clusters Score -1.330111e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -13301114.000000 Penalty: 5488.207031
	Iteration 48Q: 3 clusters Score -1.330111e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -13301144.000000 Penalty: 5488.207031
	Iteration 49Q: 3 clusters Score -1.330114e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -13301127.000000 Penalty: 5488.207031
	Iteration 50Q: 3 clusters Score -1.330113e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -13301154.000000 Penalty: 5488.207031
	Iteration 51Q: 3 clusters Score -1.330115e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -13301163.000000 Penalty: 5488.207031
	Iteration 52Q: 3 clusters Score -1.330116e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -13301177.000000 Penalty: 5488.207031
	Iteration 53Q: 3 clusters Score -1.330118e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -13301170.000000 Penalty: 5488.207031
	Iteration 54Q: 3 clusters Score -1.330117e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -13301143.000000 Penalty: 5488.207031
	Iteration 55Q: 3 clusters Score -1.330114e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -13301124.000000 Penalty: 5488.207031
	Iteration 56Q: 3 clusters Score -1.330112e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -13301140.000000 Penalty: 5488.207031
	Iteration 57Q: 3 clusters Score -1.330114e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -13301142.000000 Penalty: 5488.207031
	Iteration 58Q: 3 clusters Score -1.330114e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -13301166.000000 Penalty: 5488.207031
	Iteration 59Q: 3 clusters Score -1.330117e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -13301175.000000 Penalty: 5488.207031
	Iteration 60F: 3 clusters Score -1.330118e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -13301176.000000 Penalty: 5488.207031
	Iteration 61Q: 3 clusters Score -1.330118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -13301181.000000 Penalty: 5488.207031
	Iteration 62Q: 3 clusters Score -1.330118e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -13301211.000000 Penalty: 5488.207031
	Iteration 63Q: 3 clusters Score -1.330121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -13301207.000000 Penalty: 5488.207031
	Iteration 64Q: 3 clusters Score -1.330121e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -13301218.000000 Penalty: 5488.207031
	Iteration 65Q: 3 clusters Score -1.330122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -13301205.000000 Penalty: 5488.207031
	Iteration 66Q: 3 clusters Score -1.33012e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -13301232.000000 Penalty: 5488.207031
	Iteration 67Q: 3 clusters Score -1.330123e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -13301219.000000 Penalty: 5488.207031
	Iteration 68Q: 3 clusters Score -1.330122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -13301217.000000 Penalty: 5488.207031
	Iteration 69Q: 3 clusters Score -1.330122e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -13301221.000000 Penalty: 5488.207031
	Iteration 70Q: 3 clusters Score -1.330122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -13301224.000000 Penalty: 5488.207031
	Iteration 71Q: 3 clusters Score -1.330122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -13301236.000000 Penalty: 5488.207031
	Iteration 72Q: 3 clusters Score -1.330124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -13301239.000000 Penalty: 5488.207031
	Iteration 73Q: 3 clusters Score -1.330124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -13301257.000000 Penalty: 5488.207031
	Iteration 74Q: 3 clusters Score -1.330126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -13301255.000000 Penalty: 5488.207031
	Iteration 75Q: 3 clusters Score -1.330126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -13301254.000000 Penalty: 5488.207031
	Iteration 76Q: 3 clusters Score -1.330125e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -13301256.000000 Penalty: 5488.207031
	Iteration 77Q: 3 clusters Score -1.330126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -13301265.000000 Penalty: 5488.207031
	Iteration 78Q: 3 clusters Score -1.330126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -13301258.000000 Penalty: 5488.207031
	Iteration 79Q: 3 clusters Score -1.330126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13301250.000000 Penalty: 5488.207031
	Iteration 80F: 3 clusters Score -1.330125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -13301245.000000 Penalty: 5488.207031
	Iteration 81Q: 3 clusters Score -1.330124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -13301257.000000 Penalty: 5488.207031
	Iteration 82Q: 3 clusters Score -1.330126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -13301257.000000 Penalty: 5488.207031
	Iteration 83Q: 3 clusters Score -1.330126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -13301251.000000 Penalty: 5488.207031
	Iteration 84Q: 3 clusters Score -1.330125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -13301250.000000 Penalty: 5488.207031
	Iteration 85Q: 3 clusters Score -1.330125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -13301250.000000 Penalty: 5488.207031
	Iteration 86Q: 3 clusters Score -1.330125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -13301264.000000 Penalty: 5488.207031
	Iteration 87Q: 3 clusters Score -1.330126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -13301263.000000 Penalty: 5488.207031
	Iteration 88Q: 3 clusters Score -1.330126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -13301281.000000 Penalty: 5488.207031
	Iteration 89Q: 3 clusters Score -1.330128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -13301284.000000 Penalty: 5488.207031
	Iteration 90Q: 3 clusters Score -1.330128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -13301281.000000 Penalty: 5488.207031
	Iteration 91Q: 3 clusters Score -1.330128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -13301280.000000 Penalty: 5488.207031
	Iteration 92Q: 3 clusters Score -1.330128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13301279.000000 Penalty: 5488.207031
	Iteration 93Q: 3 clusters Score -1.330128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13301274.000000 Penalty: 5488.207031
	Iteration 94Q: 3 clusters Score -1.330127e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -13301270.000000 Penalty: 5488.207031
	Iteration 95Q: 3 clusters Score -1.330127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -13301269.000000 Penalty: 5488.207031
	Iteration 96Q: 3 clusters Score -1.330127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13301275.000000 Penalty: 5488.207031
	Iteration 97Q: 3 clusters Score -1.330128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13301275.000000 Penalty: 5488.207031
	Iteration 98F: 3 clusters Score -1.330128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 67331 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Entering Unmasked Estep 
Score: -177067536.000000 Penalty: 98795.437500
Splitting cluster 12 changes total score from -176871984.000000 to -177067536.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (67331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Entering Unmasked Estep 
Score: -13786562.000000 Penalty: 2757.109375
	Iteration 0F: 2 clusters Score -1.378656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -13787512.000000 Penalty: 5514.218750
	Iteration 0F: 3 clusters Score -1.378751e+07 nChanged 31530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -13805423.000000 Penalty: 5514.218750
	Iteration 1F: 3 clusters Score -1.380542e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -13806055.000000 Penalty: 5514.218750
	Iteration 2F: 3 clusters Score -1.380606e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -13806817.000000 Penalty: 5514.218750
	Iteration 3Q: 3 clusters Score -1.380682e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -13807584.000000 Penalty: 5514.218750
	Iteration 4Q: 3 clusters Score -1.380758e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -13808725.000000 Penalty: 5514.218750
	Iteration 5Q: 3 clusters Score -1.380872e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -13810401.000000 Penalty: 5514.218750
	Iteration 6Q: 3 clusters Score -1.38104e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -13812824.000000 Penalty: 5514.218750
	Iteration 7F: 3 clusters Score -1.381282e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -13815594.000000 Penalty: 5514.218750
	Iteration 8F: 3 clusters Score -1.381559e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -13817586.000000 Penalty: 5514.218750
	Iteration 9F: 3 clusters Score -1.381759e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -13818299.000000 Penalty: 5514.218750
	Iteration 10Q: 3 clusters Score -1.38183e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -13818471.000000 Penalty: 5514.218750
	Iteration 11Q: 3 clusters Score -1.381847e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -13818526.000000 Penalty: 5514.218750
	Iteration 12Q: 3 clusters Score -1.381853e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -13818542.000000 Penalty: 5514.218750
	Iteration 13Q: 3 clusters Score -1.381854e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -13818520.000000 Penalty: 5514.218750
	Iteration 14Q: 3 clusters Score -1.381852e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -13818556.000000 Penalty: 5514.218750
	Iteration 15Q: 3 clusters Score -1.381856e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -13818537.000000 Penalty: 5514.218750
	Iteration 16Q: 3 clusters Score -1.381854e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -13818551.000000 Penalty: 5514.218750
	Iteration 17Q: 3 clusters Score -1.381855e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -13818600.000000 Penalty: 5514.218750
	Iteration 18Q: 3 clusters Score -1.38186e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -13818653.000000 Penalty: 5514.218750
	Iteration 19Q: 3 clusters Score -1.381865e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -13818654.000000 Penalty: 5514.218750
	Iteration 20F: 3 clusters Score -1.381865e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -13818623.000000 Penalty: 5514.218750
	Iteration 21Q: 3 clusters Score -1.381862e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -13818587.000000 Penalty: 5514.218750
	Iteration 22Q: 3 clusters Score -1.381859e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -13818600.000000 Penalty: 5514.218750
	Iteration 23Q: 3 clusters Score -1.38186e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -13818626.000000 Penalty: 5514.218750
	Iteration 24Q: 3 clusters Score -1.381863e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -13818633.000000 Penalty: 5514.218750
	Iteration 25Q: 3 clusters Score -1.381863e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -13818656.000000 Penalty: 5514.218750
	Iteration 26Q: 3 clusters Score -1.381866e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -13818634.000000 Penalty: 5514.218750
	Iteration 27Q: 3 clusters Score -1.381863e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -13818634.000000 Penalty: 5514.218750
	Iteration 28Q: 3 clusters Score -1.381863e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -13818622.000000 Penalty: 5514.218750
	Iteration 29Q: 3 clusters Score -1.381862e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -13818661.000000 Penalty: 5514.218750
	Iteration 30Q: 3 clusters Score -1.381866e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -13818686.000000 Penalty: 5514.218750
	Iteration 31Q: 3 clusters Score -1.381869e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -13818726.000000 Penalty: 5514.218750
	Iteration 32Q: 3 clusters Score -1.381873e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -13818751.000000 Penalty: 5514.218750
	Iteration 33Q: 3 clusters Score -1.381875e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -13818771.000000 Penalty: 5514.218750
	Iteration 34Q: 3 clusters Score -1.381877e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -13818791.000000 Penalty: 5514.218750
	Iteration 35Q: 3 clusters Score -1.381879e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -13818805.000000 Penalty: 5514.218750
	Iteration 36Q: 3 clusters Score -1.38188e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -13818832.000000 Penalty: 5514.218750
	Iteration 37Q: 3 clusters Score -1.381883e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -13818788.000000 Penalty: 5514.218750
	Iteration 38Q: 3 clusters Score -1.381879e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -13818812.000000 Penalty: 5514.218750
	Iteration 39Q: 3 clusters Score -1.381881e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13818843.000000 Penalty: 5514.218750
	Iteration 40F: 3 clusters Score -1.381884e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -13818883.000000 Penalty: 5514.218750
	Iteration 41Q: 3 clusters Score -1.381888e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -13818864.000000 Penalty: 5514.218750
	Iteration 42Q: 3 clusters Score -1.381886e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -13818886.000000 Penalty: 5514.218750
	Iteration 43Q: 3 clusters Score -1.381889e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -13818883.000000 Penalty: 5514.218750
	Iteration 44Q: 3 clusters Score -1.381888e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -13818935.000000 Penalty: 5514.218750
	Iteration 45Q: 3 clusters Score -1.381894e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -13818995.000000 Penalty: 5514.218750
	Iteration 46Q: 3 clusters Score -1.3819e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -13819097.000000 Penalty: 5514.218750
	Iteration 47Q: 3 clusters Score -1.38191e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -13819122.000000 Penalty: 5514.218750
	Iteration 48Q: 3 clusters Score -1.381912e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -13819121.000000 Penalty: 5514.218750
	Iteration 49Q: 3 clusters Score -1.381912e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -13819167.000000 Penalty: 5514.218750
	Iteration 50Q: 3 clusters Score -1.381917e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -13819176.000000 Penalty: 5514.218750
	Iteration 51Q: 3 clusters Score -1.381918e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -13819204.000000 Penalty: 5514.218750
	Iteration 52Q: 3 clusters Score -1.38192e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -13819223.000000 Penalty: 5514.218750
	Iteration 53Q: 3 clusters Score -1.381922e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -13819251.000000 Penalty: 5514.218750
	Iteration 54Q: 3 clusters Score -1.381925e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -13819274.000000 Penalty: 5514.218750
	Iteration 55Q: 3 clusters Score -1.381927e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -13819278.000000 Penalty: 5514.218750
	Iteration 56Q: 3 clusters Score -1.381928e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -13819308.000000 Penalty: 5514.218750
	Iteration 57Q: 3 clusters Score -1.381931e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -13819309.000000 Penalty: 5514.218750
	Iteration 58Q: 3 clusters Score -1.381931e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -13819321.000000 Penalty: 5514.218750
	Iteration 59Q: 3 clusters Score -1.381932e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -13819369.000000 Penalty: 5514.218750
	Iteration 60F: 3 clusters Score -1.381937e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -13819406.000000 Penalty: 5514.218750
	Iteration 61Q: 3 clusters Score -1.381941e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -13819445.000000 Penalty: 5514.218750
	Iteration 62Q: 3 clusters Score -1.381944e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -13819474.000000 Penalty: 5514.218750
	Iteration 63Q: 3 clusters Score -1.381947e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -13819476.000000 Penalty: 5514.218750
	Iteration 64Q: 3 clusters Score -1.381948e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -13819487.000000 Penalty: 5514.218750
	Iteration 65Q: 3 clusters Score -1.381949e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -13819555.000000 Penalty: 5514.218750
	Iteration 66Q: 3 clusters Score -1.381956e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -13819548.000000 Penalty: 5514.218750
	Iteration 67Q: 3 clusters Score -1.381955e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -13819589.000000 Penalty: 5514.218750
	Iteration 68Q: 3 clusters Score -1.381959e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -13819588.000000 Penalty: 5514.218750
	Iteration 69Q: 3 clusters Score -1.381959e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -13819604.000000 Penalty: 5514.218750
	Iteration 70Q: 3 clusters Score -1.38196e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -13819634.000000 Penalty: 5514.218750
	Iteration 71Q: 3 clusters Score -1.381963e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -13819626.000000 Penalty: 5514.218750
	Iteration 72Q: 3 clusters Score -1.381963e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -13819599.000000 Penalty: 5514.218750
	Iteration 73Q: 3 clusters Score -1.38196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -13819629.000000 Penalty: 5514.218750
	Iteration 74Q: 3 clusters Score -1.381963e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -13819636.000000 Penalty: 5514.218750
	Iteration 75Q: 3 clusters Score -1.381964e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -13819621.000000 Penalty: 5514.218750
	Iteration 76Q: 3 clusters Score -1.381962e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -13819630.000000 Penalty: 5514.218750
	Iteration 77Q: 3 clusters Score -1.381963e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -13819623.000000 Penalty: 5514.218750
	Iteration 78Q: 3 clusters Score -1.381962e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -13819669.000000 Penalty: 5514.218750
	Iteration 79Q: 3 clusters Score -1.381967e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -13819691.000000 Penalty: 5514.218750
	Iteration 80F: 3 clusters Score -1.381969e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -13819681.000000 Penalty: 5514.218750
	Iteration 81Q: 3 clusters Score -1.381968e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -13819704.000000 Penalty: 5514.218750
	Iteration 82Q: 3 clusters Score -1.38197e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -13819709.000000 Penalty: 5514.218750
	Iteration 83Q: 3 clusters Score -1.381971e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -13819676.000000 Penalty: 5514.218750
	Iteration 84Q: 3 clusters Score -1.381968e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -13819742.000000 Penalty: 5514.218750
	Iteration 85Q: 3 clusters Score -1.381974e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -13819752.000000 Penalty: 5514.218750
	Iteration 86Q: 3 clusters Score -1.381975e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -13819772.000000 Penalty: 5514.218750
	Iteration 87Q: 3 clusters Score -1.381977e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -13819828.000000 Penalty: 5514.218750
	Iteration 88Q: 3 clusters Score -1.381983e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -13819858.000000 Penalty: 5514.218750
	Iteration 89Q: 3 clusters Score -1.381986e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -13819898.000000 Penalty: 5514.218750
	Iteration 90Q: 3 clusters Score -1.38199e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -13819913.000000 Penalty: 5514.218750
	Iteration 91Q: 3 clusters Score -1.381991e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -13819900.000000 Penalty: 5514.218750
	Iteration 92Q: 3 clusters Score -1.38199e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -13819923.000000 Penalty: 5514.218750
	Iteration 93Q: 3 clusters Score -1.381992e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -13819963.000000 Penalty: 5514.218750
	Iteration 94Q: 3 clusters Score -1.381996e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -13819978.000000 Penalty: 5514.218750
	Iteration 95Q: 3 clusters Score -1.381998e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -13820004.000000 Penalty: 5514.218750
	Iteration 96Q: 3 clusters Score -1.382e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -13820025.000000 Penalty: 5514.218750
	Iteration 97Q: 3 clusters Score -1.382002e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -13820040.000000 Penalty: 5514.218750
	Iteration 98Q: 3 clusters Score -1.382004e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -13820022.000000 Penalty: 5514.218750
	Iteration 99Q: 3 clusters Score -1.382002e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -13820073.000000 Penalty: 5514.218750
	Iteration 100F: 3 clusters Score -1.382007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -13820089.000000 Penalty: 5514.218750
	Iteration 101Q: 3 clusters Score -1.382009e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -13820093.000000 Penalty: 5514.218750
	Iteration 102Q: 3 clusters Score -1.382009e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -13820141.000000 Penalty: 5514.218750
	Iteration 103Q: 3 clusters Score -1.382014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -13820175.000000 Penalty: 5514.218750
	Iteration 104Q: 3 clusters Score -1.382018e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -13820242.000000 Penalty: 5514.218750
	Iteration 105Q: 3 clusters Score -1.382024e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -13820307.000000 Penalty: 5514.218750
	Iteration 106Q: 3 clusters Score -1.382031e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -13820316.000000 Penalty: 5514.218750
	Iteration 107Q: 3 clusters Score -1.382032e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13820330.000000 Penalty: 5514.218750
	Iteration 108Q: 3 clusters Score -1.382033e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -13820386.000000 Penalty: 5514.218750
	Iteration 109Q: 3 clusters Score -1.382039e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -13820458.000000 Penalty: 5514.218750
	Iteration 110Q: 3 clusters Score -1.382046e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -13820422.000000 Penalty: 5514.218750
	Iteration 111Q: 3 clusters Score -1.382042e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -13820480.000000 Penalty: 5514.218750
	Iteration 112Q: 3 clusters Score -1.382048e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -13820492.000000 Penalty: 5514.218750
	Iteration 113Q: 3 clusters Score -1.382049e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13820516.000000 Penalty: 5514.218750
	Iteration 114Q: 3 clusters Score -1.382052e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -13820539.000000 Penalty: 5514.218750
	Iteration 115Q: 3 clusters Score -1.382054e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -13820553.000000 Penalty: 5514.218750
	Iteration 116Q: 3 clusters Score -1.382055e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -13820522.000000 Penalty: 5514.218750
	Iteration 117Q: 3 clusters Score -1.382052e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -13820569.000000 Penalty: 5514.218750
	Iteration 118Q: 3 clusters Score -1.382057e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -13820587.000000 Penalty: 5514.218750
	Iteration 119Q: 3 clusters Score -1.382059e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -13820615.000000 Penalty: 5514.218750
	Iteration 120F: 3 clusters Score -1.382062e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -13820633.000000 Penalty: 5514.218750
	Iteration 121Q: 3 clusters Score -1.382063e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -13820657.000000 Penalty: 5514.218750
	Iteration 122Q: 3 clusters Score -1.382066e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -13820672.000000 Penalty: 5514.218750
	Iteration 123Q: 3 clusters Score -1.382067e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -13820694.000000 Penalty: 5514.218750
	Iteration 124Q: 3 clusters Score -1.382069e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -13820685.000000 Penalty: 5514.218750
	Iteration 125Q: 3 clusters Score -1.382068e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -13820686.000000 Penalty: 5514.218750
	Iteration 126Q: 3 clusters Score -1.382069e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -13820736.000000 Penalty: 5514.218750
	Iteration 127Q: 3 clusters Score -1.382074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -13820710.000000 Penalty: 5514.218750
	Iteration 128Q: 3 clusters Score -1.382071e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -13820703.000000 Penalty: 5514.218750
	Iteration 129Q: 3 clusters Score -1.38207e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -13820704.000000 Penalty: 5514.218750
	Iteration 130Q: 3 clusters Score -1.38207e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -13820714.000000 Penalty: 5514.218750
	Iteration 131Q: 3 clusters Score -1.382071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -13820707.000000 Penalty: 5514.218750
	Iteration 132Q: 3 clusters Score -1.382071e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -13820686.000000 Penalty: 5514.218750
	Iteration 133Q: 3 clusters Score -1.382069e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -13820699.000000 Penalty: 5514.218750
	Iteration 134Q: 3 clusters Score -1.38207e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -13820707.000000 Penalty: 5514.218750
	Iteration 135Q: 3 clusters Score -1.382071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -13820710.000000 Penalty: 5514.218750
	Iteration 136Q: 3 clusters Score -1.382071e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -13820722.000000 Penalty: 5514.218750
	Iteration 137Q: 3 clusters Score -1.382072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -13820719.000000 Penalty: 5514.218750
	Iteration 138Q: 3 clusters Score -1.382072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -13820728.000000 Penalty: 5514.218750
	Iteration 139Q: 3 clusters Score -1.382073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -13820708.000000 Penalty: 5514.218750
	Iteration 140F: 3 clusters Score -1.382071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -13820698.000000 Penalty: 5514.218750
	Iteration 141Q: 3 clusters Score -1.38207e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -13820697.000000 Penalty: 5514.218750
	Iteration 142Q: 3 clusters Score -1.38207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -13820689.000000 Penalty: 5514.218750
	Iteration 143Q: 3 clusters Score -1.382069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -13820706.000000 Penalty: 5514.218750
	Iteration 144Q: 3 clusters Score -1.382071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -13820707.000000 Penalty: 5514.218750
	Iteration 145Q: 3 clusters Score -1.382071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -13820703.000000 Penalty: 5514.218750
	Iteration 146Q: 3 clusters Score -1.38207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -13820713.000000 Penalty: 5514.218750
	Iteration 147Q: 3 clusters Score -1.382071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -13820715.000000 Penalty: 5514.218750
	Iteration 148Q: 3 clusters Score -1.382072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -13820703.000000 Penalty: 5514.218750
	Iteration 149Q: 3 clusters Score -1.38207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -13820698.000000 Penalty: 5514.218750
	Iteration 150Q: 3 clusters Score -1.38207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -13820692.000000 Penalty: 5514.218750
	Iteration 151Q: 3 clusters Score -1.382069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -13820708.000000 Penalty: 5514.218750
	Iteration 152Q: 3 clusters Score -1.382071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -13820691.000000 Penalty: 5514.218750
	Iteration 153Q: 3 clusters Score -1.382069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -13820730.000000 Penalty: 5514.218750
	Iteration 154Q: 3 clusters Score -1.382073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -13820726.000000 Penalty: 5514.218750
	Iteration 155Q: 3 clusters Score -1.382073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -13820725.000000 Penalty: 5514.218750
	Iteration 156Q: 3 clusters Score -1.382072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -13820721.000000 Penalty: 5514.218750
	Iteration 157Q: 3 clusters Score -1.382072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -13820746.000000 Penalty: 5514.218750
	Iteration 158Q: 3 clusters Score -1.382075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -13820730.000000 Penalty: 5514.218750
	Iteration 159Q: 3 clusters Score -1.382073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -13820737.000000 Penalty: 5514.218750
	Iteration 160F: 3 clusters Score -1.382074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -13820739.000000 Penalty: 5514.218750
	Iteration 161Q: 3 clusters Score -1.382074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -13820725.000000 Penalty: 5514.218750
	Iteration 162Q: 3 clusters Score -1.382072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -13820735.000000 Penalty: 5514.218750
	Iteration 163Q: 3 clusters Score -1.382074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -13820737.000000 Penalty: 5514.218750
	Iteration 164Q: 3 clusters Score -1.382074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -13820745.000000 Penalty: 5514.218750
	Iteration 165Q: 3 clusters Score -1.382074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -13820759.000000 Penalty: 5514.218750
	Iteration 166Q: 3 clusters Score -1.382076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -13820757.000000 Penalty: 5514.218750
	Iteration 167Q: 3 clusters Score -1.382076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -13820751.000000 Penalty: 5514.218750
	Iteration 168Q: 3 clusters Score -1.382075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -13820746.000000 Penalty: 5514.218750
	Iteration 169Q: 3 clusters Score -1.382075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -13820741.000000 Penalty: 5514.218750
	Iteration 170Q: 3 clusters Score -1.382074e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -13820743.000000 Penalty: 5514.218750
	Iteration 171Q: 3 clusters Score -1.382074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -13820745.000000 Penalty: 5514.218750
	Iteration 172Q: 3 clusters Score -1.382074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -13820775.000000 Penalty: 5514.218750
	Iteration 173Q: 3 clusters Score -1.382078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -13820773.000000 Penalty: 5514.218750
	Iteration 174Q: 3 clusters Score -1.382077e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -13820774.000000 Penalty: 5514.218750
	Iteration 175Q: 3 clusters Score -1.382077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -13820773.000000 Penalty: 5514.218750
	Iteration 176Q: 3 clusters Score -1.382077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -13820776.000000 Penalty: 5514.218750
	Iteration 177Q: 3 clusters Score -1.382078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -13820780.000000 Penalty: 5514.218750
	Iteration 178Q: 3 clusters Score -1.382078e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -13820766.000000 Penalty: 5514.218750
	Iteration 179Q: 3 clusters Score -1.382077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -13820770.000000 Penalty: 5514.218750
	Iteration 180F: 3 clusters Score -1.382077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -13820770.000000 Penalty: 5514.218750
	Iteration 181Q: 3 clusters Score -1.382077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -13820743.000000 Penalty: 5514.218750
	Iteration 182Q: 3 clusters Score -1.382074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 183Q: 3 clusters Score -1.382076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -13820761.000000 Penalty: 5514.218750
	Iteration 184Q: 3 clusters Score -1.382076e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 185Q: 3 clusters Score -1.382076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -13820759.000000 Penalty: 5514.218750
	Iteration 186Q: 3 clusters Score -1.382076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13820756.000000 Penalty: 5514.218750
	Iteration 187Q: 3 clusters Score -1.382076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -13820740.000000 Penalty: 5514.218750
	Iteration 188Q: 3 clusters Score -1.382074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13820745.000000 Penalty: 5514.218750
	Iteration 189Q: 3 clusters Score -1.382074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13820748.000000 Penalty: 5514.218750
	Iteration 190Q: 3 clusters Score -1.382075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13820744.000000 Penalty: 5514.218750
	Iteration 191Q: 3 clusters Score -1.382074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -13820750.000000 Penalty: 5514.218750
	Iteration 192Q: 3 clusters Score -1.382075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 193Q: 3 clusters Score -1.382076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -13820760.000000 Penalty: 5514.218750
	Iteration 194Q: 3 clusters Score -1.382076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 195Q: 3 clusters Score -1.382076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -13820757.000000 Penalty: 5514.218750
	Iteration 196Q: 3 clusters Score -1.382076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13820748.000000 Penalty: 5514.218750
	Iteration 197Q: 3 clusters Score -1.382075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -13820757.000000 Penalty: 5514.218750
	Iteration 198Q: 3 clusters Score -1.382076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 199Q: 3 clusters Score -1.382076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13820740.000000 Penalty: 5514.218750
	Iteration 200F: 3 clusters Score -1.382074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -13820740.000000 Penalty: 5514.218750
	Iteration 201Q: 3 clusters Score -1.382074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13820751.000000 Penalty: 5514.218750
	Iteration 202Q: 3 clusters Score -1.382075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -13820750.000000 Penalty: 5514.218750
	Iteration 203Q: 3 clusters Score -1.382075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13820761.000000 Penalty: 5514.218750
	Iteration 204Q: 3 clusters Score -1.382076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -13820758.000000 Penalty: 5514.218750
	Iteration 205Q: 3 clusters Score -1.382076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -13820764.000000 Penalty: 5514.218750
	Iteration 206Q: 3 clusters Score -1.382076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -13820765.000000 Penalty: 5514.218750
	Iteration 207Q: 3 clusters Score -1.382076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -13820770.000000 Penalty: 5514.218750
	Iteration 208Q: 3 clusters Score -1.382077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13820764.000000 Penalty: 5514.218750
	Iteration 209Q: 3 clusters Score -1.382076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13820756.000000 Penalty: 5514.218750
	Iteration 210Q: 3 clusters Score -1.382076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13820760.000000 Penalty: 5514.218750
	Iteration 211Q: 3 clusters Score -1.382076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -13820757.000000 Penalty: 5514.218750
	Iteration 212Q: 3 clusters Score -1.382076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -13820759.000000 Penalty: 5514.218750
	Iteration 213Q: 3 clusters Score -1.382076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13820749.000000 Penalty: 5514.218750
	Iteration 214Q: 3 clusters Score -1.382075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13820751.000000 Penalty: 5514.218750
	Iteration 215Q: 3 clusters Score -1.382075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -13820746.000000 Penalty: 5514.218750
	Iteration 216Q: 3 clusters Score -1.382075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13820753.000000 Penalty: 5514.218750
	Iteration 217Q: 3 clusters Score -1.382075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -13820753.000000 Penalty: 5514.218750
	Iteration 218F: 3 clusters Score -1.382075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 68845 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Entering Unmasked Estep 
Score: -177101520.000000 Penalty: 102202.179688
Splitting cluster 13 changes total score from -176871984.000000 to -177101520.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (58080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Entering Unmasked Estep 
Score: -10635446.000000 Penalty: 2720.455078
	Iteration 0F: 2 clusters Score -1.063545e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -10605868.000000 Penalty: 5440.910156
	Iteration 0F: 3 clusters Score -1.060587e+07 nChanged 26923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -10620866.000000 Penalty: 5440.910156
	Iteration 1F: 3 clusters Score -1.062087e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -10621659.000000 Penalty: 5440.910156
	Iteration 2Q: 3 clusters Score -1.062166e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -10622671.000000 Penalty: 5440.910156
	Iteration 3Q: 3 clusters Score -1.062267e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -10623955.000000 Penalty: 5440.910156
	Iteration 4Q: 3 clusters Score -1.062396e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -10625430.000000 Penalty: 5440.910156
	Iteration 5Q: 3 clusters Score -1.062543e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -10627049.000000 Penalty: 5440.910156
	Iteration 6F: 3 clusters Score -1.062705e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -10628527.000000 Penalty: 5440.910156
	Iteration 7F: 3 clusters Score -1.062853e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -10629909.000000 Penalty: 5440.910156
	Iteration 8Q: 3 clusters Score -1.062991e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -10631206.000000 Penalty: 5440.910156
	Iteration 9Q: 3 clusters Score -1.063121e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -10632195.000000 Penalty: 5440.910156
	Iteration 10Q: 3 clusters Score -1.06322e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -10632985.000000 Penalty: 5440.910156
	Iteration 11Q: 3 clusters Score -1.063298e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -10633661.000000 Penalty: 5440.910156
	Iteration 12Q: 3 clusters Score -1.063366e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -10634317.000000 Penalty: 5440.910156
	Iteration 13Q: 3 clusters Score -1.063432e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -10634944.000000 Penalty: 5440.910156
	Iteration 14Q: 3 clusters Score -1.063494e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -10635562.000000 Penalty: 5440.910156
	Iteration 15Q: 3 clusters Score -1.063556e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -10636226.000000 Penalty: 5440.910156
	Iteration 16Q: 3 clusters Score -1.063623e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -10636506.000000 Penalty: 5440.910156
	Iteration 17Q: 3 clusters Score -1.063651e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -10636515.000000 Penalty: 5440.910156
	Iteration 18Q: 3 clusters Score -1.063652e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -10636434.000000 Penalty: 5440.910156
	Iteration 19Q: 3 clusters Score -1.063643e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10636140.000000 Penalty: 5440.910156
	Iteration 20F: 3 clusters Score -1.063614e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -10635963.000000 Penalty: 5440.910156
	Iteration 21Q: 3 clusters Score -1.063596e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -10635696.000000 Penalty: 5440.910156
	Iteration 22Q: 3 clusters Score -1.06357e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10635558.000000 Penalty: 5440.910156
	Iteration 23Q: 3 clusters Score -1.063556e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -10635379.000000 Penalty: 5440.910156
	Iteration 24Q: 3 clusters Score -1.063538e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -10635361.000000 Penalty: 5440.910156
	Iteration 25Q: 3 clusters Score -1.063536e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -10635193.000000 Penalty: 5440.910156
	Iteration 26Q: 3 clusters Score -1.063519e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -10635084.000000 Penalty: 5440.910156
	Iteration 27Q: 3 clusters Score -1.063508e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -10635002.000000 Penalty: 5440.910156
	Iteration 28Q: 3 clusters Score -1.0635e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -10634938.000000 Penalty: 5440.910156
	Iteration 29Q: 3 clusters Score -1.063494e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -10634929.000000 Penalty: 5440.910156
	Iteration 30Q: 3 clusters Score -1.063493e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -10634832.000000 Penalty: 5440.910156
	Iteration 31Q: 3 clusters Score -1.063483e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -10634802.000000 Penalty: 5440.910156
	Iteration 32Q: 3 clusters Score -1.06348e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -10634743.000000 Penalty: 5440.910156
	Iteration 33Q: 3 clusters Score -1.063474e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -10634652.000000 Penalty: 5440.910156
	Iteration 34Q: 3 clusters Score -1.063465e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -10634634.000000 Penalty: 5440.910156
	Iteration 35Q: 3 clusters Score -1.063463e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -10634597.000000 Penalty: 5440.910156
	Iteration 36Q: 3 clusters Score -1.06346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -10634610.000000 Penalty: 5440.910156
	Iteration 37Q: 3 clusters Score -1.063461e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -10634619.000000 Penalty: 5440.910156
	Iteration 38Q: 3 clusters Score -1.063462e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -10634645.000000 Penalty: 5440.910156
	Iteration 39Q: 3 clusters Score -1.063464e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -10634627.000000 Penalty: 5440.910156
	Iteration 40F: 3 clusters Score -1.063463e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -10634618.000000 Penalty: 5440.910156
	Iteration 41Q: 3 clusters Score -1.063462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -10634589.000000 Penalty: 5440.910156
	Iteration 42Q: 3 clusters Score -1.063459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -10634597.000000 Penalty: 5440.910156
	Iteration 43Q: 3 clusters Score -1.06346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -10634603.000000 Penalty: 5440.910156
	Iteration 44Q: 3 clusters Score -1.06346e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -10634571.000000 Penalty: 5440.910156
	Iteration 45Q: 3 clusters Score -1.063457e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -10634544.000000 Penalty: 5440.910156
	Iteration 46Q: 3 clusters Score -1.063454e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -10634529.000000 Penalty: 5440.910156
	Iteration 47Q: 3 clusters Score -1.063453e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -10634519.000000 Penalty: 5440.910156
	Iteration 48Q: 3 clusters Score -1.063452e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -10634527.000000 Penalty: 5440.910156
	Iteration 49Q: 3 clusters Score -1.063453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -10634533.000000 Penalty: 5440.910156
	Iteration 50Q: 3 clusters Score -1.063453e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -10634513.000000 Penalty: 5440.910156
	Iteration 51Q: 3 clusters Score -1.063451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10634483.000000 Penalty: 5440.910156
	Iteration 52Q: 3 clusters Score -1.063448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -10634464.000000 Penalty: 5440.910156
	Iteration 53Q: 3 clusters Score -1.063446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -10634452.000000 Penalty: 5440.910156
	Iteration 54Q: 3 clusters Score -1.063445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -10634470.000000 Penalty: 5440.910156
	Iteration 55Q: 3 clusters Score -1.063447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -10634473.000000 Penalty: 5440.910156
	Iteration 56Q: 3 clusters Score -1.063447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -10634491.000000 Penalty: 5440.910156
	Iteration 57Q: 3 clusters Score -1.063449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -10634489.000000 Penalty: 5440.910156
	Iteration 58Q: 3 clusters Score -1.063449e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -10634482.000000 Penalty: 5440.910156
	Iteration 59Q: 3 clusters Score -1.063448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -10634489.000000 Penalty: 5440.910156
	Iteration 60F: 3 clusters Score -1.063449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -10634481.000000 Penalty: 5440.910156
	Iteration 61Q: 3 clusters Score -1.063448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -10634483.000000 Penalty: 5440.910156
	Iteration 62Q: 3 clusters Score -1.063448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -10634481.000000 Penalty: 5440.910156
	Iteration 63Q: 3 clusters Score -1.063448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -10634465.000000 Penalty: 5440.910156
	Iteration 64Q: 3 clusters Score -1.063446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -10634465.000000 Penalty: 5440.910156
	Iteration 65Q: 3 clusters Score -1.063446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -10634476.000000 Penalty: 5440.910156
	Iteration 66Q: 3 clusters Score -1.063448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -10634456.000000 Penalty: 5440.910156
	Iteration 67Q: 3 clusters Score -1.063446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -10634451.000000 Penalty: 5440.910156
	Iteration 68Q: 3 clusters Score -1.063445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -10634438.000000 Penalty: 5440.910156
	Iteration 69Q: 3 clusters Score -1.063444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -10634453.000000 Penalty: 5440.910156
	Iteration 70Q: 3 clusters Score -1.063445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -10634445.000000 Penalty: 5440.910156
	Iteration 71Q: 3 clusters Score -1.063444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -10634442.000000 Penalty: 5440.910156
	Iteration 72Q: 3 clusters Score -1.063444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -10634446.000000 Penalty: 5440.910156
	Iteration 73Q: 3 clusters Score -1.063445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -10634443.000000 Penalty: 5440.910156
	Iteration 74Q: 3 clusters Score -1.063444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 56026 members 
Entering Unmasked Estep 
Score: -10634439.000000 Penalty: 5440.910156
	Iteration 75Q: 3 clusters Score -1.063444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 56030 members 
Entering Unmasked Estep 
Score: -10634451.000000 Penalty: 5440.910156
	Iteration 76Q: 3 clusters Score -1.063445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -10634449.000000 Penalty: 5440.910156
	Iteration 77Q: 3 clusters Score -1.063445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -10634449.000000 Penalty: 5440.910156
	Iteration 78F: 3 clusters Score -1.063445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Entering Unmasked Estep 
Score: -12970744.000000 Penalty: 2762.624023
	Iteration 0F: 2 clusters Score -1.297074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -12958229.000000 Penalty: 5525.248047
	Iteration 0F: 3 clusters Score -1.295823e+07 nChanged 32361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -12976798.000000 Penalty: 5525.248047
	Iteration 1F: 3 clusters Score -1.29768e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -12978291.000000 Penalty: 5525.248047
	Iteration 2F: 3 clusters Score -1.297829e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -12980420.000000 Penalty: 5525.248047
	Iteration 3F: 3 clusters Score -1.298042e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -12983450.000000 Penalty: 5525.248047
	Iteration 4F: 3 clusters Score -1.298345e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -12987393.000000 Penalty: 5525.248047
	Iteration 5F: 3 clusters Score -1.298739e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -12990901.000000 Penalty: 5525.248047
	Iteration 6F: 3 clusters Score -1.29909e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -12992304.000000 Penalty: 5525.248047
	Iteration 7F: 3 clusters Score -1.29923e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -12992526.000000 Penalty: 5525.248047
	Iteration 8Q: 3 clusters Score -1.299253e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -12992465.000000 Penalty: 5525.248047
	Iteration 9Q: 3 clusters Score -1.299246e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -12992383.000000 Penalty: 5525.248047
	Iteration 10Q: 3 clusters Score -1.299238e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -12992256.000000 Penalty: 5525.248047
	Iteration 11Q: 3 clusters Score -1.299226e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -12992179.000000 Penalty: 5525.248047
	Iteration 12Q: 3 clusters Score -1.299218e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -12992158.000000 Penalty: 5525.248047
	Iteration 13Q: 3 clusters Score -1.299216e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -12992113.000000 Penalty: 5525.248047
	Iteration 14Q: 3 clusters Score -1.299211e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -12992059.000000 Penalty: 5525.248047
	Iteration 15Q: 3 clusters Score -1.299206e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -12992093.000000 Penalty: 5525.248047
	Iteration 16Q: 3 clusters Score -1.299209e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -12992134.000000 Penalty: 5525.248047
	Iteration 17Q: 3 clusters Score -1.299213e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -12992193.000000 Penalty: 5525.248047
	Iteration 18Q: 3 clusters Score -1.299219e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -12992236.000000 Penalty: 5525.248047
	Iteration 19Q: 3 clusters Score -1.299224e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -12992287.000000 Penalty: 5525.248047
	Iteration 20F: 3 clusters Score -1.299229e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -12992333.000000 Penalty: 5525.248047
	Iteration 21Q: 3 clusters Score -1.299233e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -12992522.000000 Penalty: 5525.248047
	Iteration 22Q: 3 clusters Score -1.299252e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -12992558.000000 Penalty: 5525.248047
	Iteration 23Q: 3 clusters Score -1.299256e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -12992595.000000 Penalty: 5525.248047
	Iteration 24Q: 3 clusters Score -1.29926e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -12992653.000000 Penalty: 5525.248047
	Iteration 25Q: 3 clusters Score -1.299265e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -12992704.000000 Penalty: 5525.248047
	Iteration 26Q: 3 clusters Score -1.29927e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -12992740.000000 Penalty: 5525.248047
	Iteration 27Q: 3 clusters Score -1.299274e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -12992824.000000 Penalty: 5525.248047
	Iteration 28Q: 3 clusters Score -1.299282e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -12992817.000000 Penalty: 5525.248047
	Iteration 29Q: 3 clusters Score -1.299282e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -12992819.000000 Penalty: 5525.248047
	Iteration 30Q: 3 clusters Score -1.299282e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -12992821.000000 Penalty: 5525.248047
	Iteration 31Q: 3 clusters Score -1.299282e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -12992820.000000 Penalty: 5525.248047
	Iteration 32Q: 3 clusters Score -1.299282e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -12992847.000000 Penalty: 5525.248047
	Iteration 33Q: 3 clusters Score -1.299285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -12992818.000000 Penalty: 5525.248047
	Iteration 34Q: 3 clusters Score -1.299282e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -12992814.000000 Penalty: 5525.248047
	Iteration 35Q: 3 clusters Score -1.299281e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -12992855.000000 Penalty: 5525.248047
	Iteration 36Q: 3 clusters Score -1.299286e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -12992848.000000 Penalty: 5525.248047
	Iteration 37Q: 3 clusters Score -1.299285e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -12992847.000000 Penalty: 5525.248047
	Iteration 38Q: 3 clusters Score -1.299285e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -12992838.000000 Penalty: 5525.248047
	Iteration 39Q: 3 clusters Score -1.299284e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12992855.000000 Penalty: 5525.248047
	Iteration 40F: 3 clusters Score -1.299286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -12992859.000000 Penalty: 5525.248047
	Iteration 41Q: 3 clusters Score -1.299286e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -12992855.000000 Penalty: 5525.248047
	Iteration 42Q: 3 clusters Score -1.299286e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -12992858.000000 Penalty: 5525.248047
	Iteration 43Q: 3 clusters Score -1.299286e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -12992840.000000 Penalty: 5525.248047
	Iteration 44Q: 3 clusters Score -1.299284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -12992880.000000 Penalty: 5525.248047
	Iteration 45Q: 3 clusters Score -1.299288e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -12992905.000000 Penalty: 5525.248047
	Iteration 46Q: 3 clusters Score -1.29929e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -12992898.000000 Penalty: 5525.248047
	Iteration 47Q: 3 clusters Score -1.29929e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -12992903.000000 Penalty: 5525.248047
	Iteration 48Q: 3 clusters Score -1.29929e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -12992925.000000 Penalty: 5525.248047
	Iteration 49Q: 3 clusters Score -1.299292e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -12992917.000000 Penalty: 5525.248047
	Iteration 50Q: 3 clusters Score -1.299292e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -12992911.000000 Penalty: 5525.248047
	Iteration 51Q: 3 clusters Score -1.299291e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -12992928.000000 Penalty: 5525.248047
	Iteration 52Q: 3 clusters Score -1.299293e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -12992946.000000 Penalty: 5525.248047
	Iteration 53Q: 3 clusters Score -1.299295e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -12992942.000000 Penalty: 5525.248047
	Iteration 54Q: 3 clusters Score -1.299294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -12992933.000000 Penalty: 5525.248047
	Iteration 55Q: 3 clusters Score -1.299293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -12992935.000000 Penalty: 5525.248047
	Iteration 56Q: 3 clusters Score -1.299294e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -12992921.000000 Penalty: 5525.248047
	Iteration 57Q: 3 clusters Score -1.299292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -12992928.000000 Penalty: 5525.248047
	Iteration 58Q: 3 clusters Score -1.299293e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -12992917.000000 Penalty: 5525.248047
	Iteration 59Q: 3 clusters Score -1.299292e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -12992904.000000 Penalty: 5525.248047
	Iteration 60F: 3 clusters Score -1.29929e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -12992883.000000 Penalty: 5525.248047
	Iteration 61Q: 3 clusters Score -1.299288e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -12992890.000000 Penalty: 5525.248047
	Iteration 62Q: 3 clusters Score -1.299289e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -12992887.000000 Penalty: 5525.248047
	Iteration 63Q: 3 clusters Score -1.299289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -12992882.000000 Penalty: 5525.248047
	Iteration 64Q: 3 clusters Score -1.299288e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -12992888.000000 Penalty: 5525.248047
	Iteration 65Q: 3 clusters Score -1.299289e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -12992888.000000 Penalty: 5525.248047
	Iteration 66Q: 3 clusters Score -1.299289e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -12992891.000000 Penalty: 5525.248047
	Iteration 67Q: 3 clusters Score -1.299289e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -12992883.000000 Penalty: 5525.248047
	Iteration 68Q: 3 clusters Score -1.299288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -12992882.000000 Penalty: 5525.248047
	Iteration 69Q: 3 clusters Score -1.299288e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -12992865.000000 Penalty: 5525.248047
	Iteration 70Q: 3 clusters Score -1.299286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -12992862.000000 Penalty: 5525.248047
	Iteration 71Q: 3 clusters Score -1.299286e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -12992845.000000 Penalty: 5525.248047
	Iteration 72Q: 3 clusters Score -1.299284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -12992850.000000 Penalty: 5525.248047
	Iteration 73Q: 3 clusters Score -1.299285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -12992857.000000 Penalty: 5525.248047
	Iteration 74Q: 3 clusters Score -1.299286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -12992859.000000 Penalty: 5525.248047
	Iteration 75Q: 3 clusters Score -1.299286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -12992836.000000 Penalty: 5525.248047
	Iteration 76Q: 3 clusters Score -1.299284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -12992842.000000 Penalty: 5525.248047
	Iteration 77Q: 3 clusters Score -1.299284e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -12992825.000000 Penalty: 5525.248047
	Iteration 78Q: 3 clusters Score -1.299282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -12992825.000000 Penalty: 5525.248047
	Iteration 79Q: 3 clusters Score -1.299282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -12992839.000000 Penalty: 5525.248047
	Iteration 80F: 3 clusters Score -1.299284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -12992826.000000 Penalty: 5525.248047
	Iteration 81Q: 3 clusters Score -1.299283e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -12992805.000000 Penalty: 5525.248047
	Iteration 82Q: 3 clusters Score -1.29928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -12992803.000000 Penalty: 5525.248047
	Iteration 83Q: 3 clusters Score -1.29928e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -12992788.000000 Penalty: 5525.248047
	Iteration 84Q: 3 clusters Score -1.299279e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -12992792.000000 Penalty: 5525.248047
	Iteration 85Q: 3 clusters Score -1.299279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -12992792.000000 Penalty: 5525.248047
	Iteration 86Q: 3 clusters Score -1.299279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -12992771.000000 Penalty: 5525.248047
	Iteration 87Q: 3 clusters Score -1.299277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -12992769.000000 Penalty: 5525.248047
	Iteration 88Q: 3 clusters Score -1.299277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -12992783.000000 Penalty: 5525.248047
	Iteration 89Q: 3 clusters Score -1.299278e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -12992785.000000 Penalty: 5525.248047
	Iteration 90Q: 3 clusters Score -1.299278e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -12992801.000000 Penalty: 5525.248047
	Iteration 91Q: 3 clusters Score -1.29928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -12992805.000000 Penalty: 5525.248047
	Iteration 92Q: 3 clusters Score -1.29928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -12992809.000000 Penalty: 5525.248047
	Iteration 93Q: 3 clusters Score -1.299281e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -12992804.000000 Penalty: 5525.248047
	Iteration 94Q: 3 clusters Score -1.29928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -12992812.000000 Penalty: 5525.248047
	Iteration 95Q: 3 clusters Score -1.299281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -12992796.000000 Penalty: 5525.248047
	Iteration 96Q: 3 clusters Score -1.29928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -12992815.000000 Penalty: 5525.248047
	Iteration 97Q: 3 clusters Score -1.299282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -12992817.000000 Penalty: 5525.248047
	Iteration 98Q: 3 clusters Score -1.299282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -12992818.000000 Penalty: 5525.248047
	Iteration 99Q: 3 clusters Score -1.299282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -12992826.000000 Penalty: 5525.248047
	Iteration 100F: 3 clusters Score -1.299283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -12992832.000000 Penalty: 5525.248047
	Iteration 101Q: 3 clusters Score -1.299283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -12992820.000000 Penalty: 5525.248047
	Iteration 102Q: 3 clusters Score -1.299282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -12992830.000000 Penalty: 5525.248047
	Iteration 103Q: 3 clusters Score -1.299283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -12992826.000000 Penalty: 5525.248047
	Iteration 104Q: 3 clusters Score -1.299283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -12992823.000000 Penalty: 5525.248047
	Iteration 105Q: 3 clusters Score -1.299282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -12992840.000000 Penalty: 5525.248047
	Iteration 106Q: 3 clusters Score -1.299284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -12992837.000000 Penalty: 5525.248047
	Iteration 107Q: 3 clusters Score -1.299284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -12992841.000000 Penalty: 5525.248047
	Iteration 108Q: 3 clusters Score -1.299284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -12992834.000000 Penalty: 5525.248047
	Iteration 109Q: 3 clusters Score -1.299283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -12992808.000000 Penalty: 5525.248047
	Iteration 110Q: 3 clusters Score -1.299281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -12992825.000000 Penalty: 5525.248047
	Iteration 111Q: 3 clusters Score -1.299282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -12992821.000000 Penalty: 5525.248047
	Iteration 112Q: 3 clusters Score -1.299282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -12992808.000000 Penalty: 5525.248047
	Iteration 113Q: 3 clusters Score -1.299281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -12992810.000000 Penalty: 5525.248047
	Iteration 114Q: 3 clusters Score -1.299281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -12992810.000000 Penalty: 5525.248047
	Iteration 115Q: 3 clusters Score -1.299281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -12992810.000000 Penalty: 5525.248047
	Iteration 116Q: 3 clusters Score -1.299281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -12992810.000000 Penalty: 5525.248047
	Iteration 117F: 3 clusters Score -1.299281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 64250 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 32630 members 
Entering Unmasked Estep 
Score: -177127264.000000 Penalty: 105608.914062
Splitting cluster 16 changes total score from -176871984.000000 to -177127264.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (64250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Entering Unmasked Estep 
Score: -13004317.000000 Penalty: 2745.493164
	Iteration 0F: 2 clusters Score -1.300432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -13005916.000000 Penalty: 5490.986328
	Iteration 0F: 3 clusters Score -1.300592e+07 nChanged 29982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -13022571.000000 Penalty: 5490.986328
	Iteration 1F: 3 clusters Score -1.302257e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -13023445.000000 Penalty: 5490.986328
	Iteration 2F: 3 clusters Score -1.302344e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -13024675.000000 Penalty: 5490.986328
	Iteration 3Q: 3 clusters Score -1.302468e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -13026056.000000 Penalty: 5490.986328
	Iteration 4Q: 3 clusters Score -1.302606e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -13027821.000000 Penalty: 5490.986328
	Iteration 5F: 3 clusters Score -1.302782e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -13030232.000000 Penalty: 5490.986328
	Iteration 6F: 3 clusters Score -1.303023e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -13032808.000000 Penalty: 5490.986328
	Iteration 7F: 3 clusters Score -1.303281e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -13035197.000000 Penalty: 5490.986328
	Iteration 8F: 3 clusters Score -1.30352e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -13036555.000000 Penalty: 5490.986328
	Iteration 9Q: 3 clusters Score -1.303656e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -13037059.000000 Penalty: 5490.986328
	Iteration 10Q: 3 clusters Score -1.303706e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -13037218.000000 Penalty: 5490.986328
	Iteration 11Q: 3 clusters Score -1.303722e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -13037393.000000 Penalty: 5490.986328
	Iteration 12Q: 3 clusters Score -1.303739e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -13037452.000000 Penalty: 5490.986328
	Iteration 13Q: 3 clusters Score -1.303745e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -13037537.000000 Penalty: 5490.986328
	Iteration 14Q: 3 clusters Score -1.303754e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -13037645.000000 Penalty: 5490.986328
	Iteration 15Q: 3 clusters Score -1.303764e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -13037781.000000 Penalty: 5490.986328
	Iteration 16Q: 3 clusters Score -1.303778e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -13037887.000000 Penalty: 5490.986328
	Iteration 17Q: 3 clusters Score -1.303789e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -13038063.000000 Penalty: 5490.986328
	Iteration 18Q: 3 clusters Score -1.303806e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -13038277.000000 Penalty: 5490.986328
	Iteration 19Q: 3 clusters Score -1.303828e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -13038510.000000 Penalty: 5490.986328
	Iteration 20F: 3 clusters Score -1.303851e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -13038639.000000 Penalty: 5490.986328
	Iteration 21Q: 3 clusters Score -1.303864e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -13038716.000000 Penalty: 5490.986328
	Iteration 22Q: 3 clusters Score -1.303872e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -13038834.000000 Penalty: 5490.986328
	Iteration 23Q: 3 clusters Score -1.303883e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -13038930.000000 Penalty: 5490.986328
	Iteration 24Q: 3 clusters Score -1.303893e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -13039005.000000 Penalty: 5490.986328
	Iteration 25Q: 3 clusters Score -1.3039e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -13039053.000000 Penalty: 5490.986328
	Iteration 26Q: 3 clusters Score -1.303905e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -13039060.000000 Penalty: 5490.986328
	Iteration 27Q: 3 clusters Score -1.303906e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -13039060.000000 Penalty: 5490.986328
	Iteration 28Q: 3 clusters Score -1.303906e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -13039057.000000 Penalty: 5490.986328
	Iteration 29Q: 3 clusters Score -1.303906e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -13039036.000000 Penalty: 5490.986328
	Iteration 30Q: 3 clusters Score -1.303904e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -13039045.000000 Penalty: 5490.986328
	Iteration 31Q: 3 clusters Score -1.303904e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -13039014.000000 Penalty: 5490.986328
	Iteration 32Q: 3 clusters Score -1.303901e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -13039022.000000 Penalty: 5490.986328
	Iteration 33Q: 3 clusters Score -1.303902e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -13039020.000000 Penalty: 5490.986328
	Iteration 34Q: 3 clusters Score -1.303902e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -13038997.000000 Penalty: 5490.986328
	Iteration 35Q: 3 clusters Score -1.3039e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -13038968.000000 Penalty: 5490.986328
	Iteration 36Q: 3 clusters Score -1.303897e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -13038959.000000 Penalty: 5490.986328
	Iteration 37Q: 3 clusters Score -1.303896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -13039011.000000 Penalty: 5490.986328
	Iteration 38Q: 3 clusters Score -1.303901e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -13039022.000000 Penalty: 5490.986328
	Iteration 39Q: 3 clusters Score -1.303902e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -13038990.000000 Penalty: 5490.986328
	Iteration 40F: 3 clusters Score -1.303899e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -13038978.000000 Penalty: 5490.986328
	Iteration 41Q: 3 clusters Score -1.303898e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -13038990.000000 Penalty: 5490.986328
	Iteration 42Q: 3 clusters Score -1.303899e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13038958.000000 Penalty: 5490.986328
	Iteration 43Q: 3 clusters Score -1.303896e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13038996.000000 Penalty: 5490.986328
	Iteration 44Q: 3 clusters Score -1.3039e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13038979.000000 Penalty: 5490.986328
	Iteration 45Q: 3 clusters Score -1.303898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -13039019.000000 Penalty: 5490.986328
	Iteration 46Q: 3 clusters Score -1.303902e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -13039025.000000 Penalty: 5490.986328
	Iteration 47Q: 3 clusters Score -1.303902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -13039036.000000 Penalty: 5490.986328
	Iteration 48Q: 3 clusters Score -1.303904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -13039053.000000 Penalty: 5490.986328
	Iteration 49Q: 3 clusters Score -1.303905e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -13039052.000000 Penalty: 5490.986328
	Iteration 50Q: 3 clusters Score -1.303905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -13039056.000000 Penalty: 5490.986328
	Iteration 51Q: 3 clusters Score -1.303906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -13039043.000000 Penalty: 5490.986328
	Iteration 52Q: 3 clusters Score -1.303904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -13039049.000000 Penalty: 5490.986328
	Iteration 53Q: 3 clusters Score -1.303905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -13039027.000000 Penalty: 5490.986328
	Iteration 54Q: 3 clusters Score -1.303903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -13039045.000000 Penalty: 5490.986328
	Iteration 55Q: 3 clusters Score -1.303904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -13039038.000000 Penalty: 5490.986328
	Iteration 56Q: 3 clusters Score -1.303904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -13039024.000000 Penalty: 5490.986328
	Iteration 57Q: 3 clusters Score -1.303902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -13039019.000000 Penalty: 5490.986328
	Iteration 58Q: 3 clusters Score -1.303902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13038992.000000 Penalty: 5490.986328
	Iteration 59Q: 3 clusters Score -1.303899e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -13039008.000000 Penalty: 5490.986328
	Iteration 60F: 3 clusters Score -1.303901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -13039002.000000 Penalty: 5490.986328
	Iteration 61Q: 3 clusters Score -1.3039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13038997.000000 Penalty: 5490.986328
	Iteration 62Q: 3 clusters Score -1.3039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -13038989.000000 Penalty: 5490.986328
	Iteration 63Q: 3 clusters Score -1.303899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -13038980.000000 Penalty: 5490.986328
	Iteration 64Q: 3 clusters Score -1.303898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -13038958.000000 Penalty: 5490.986328
	Iteration 65Q: 3 clusters Score -1.303896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -13038969.000000 Penalty: 5490.986328
	Iteration 66Q: 3 clusters Score -1.303897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -13038964.000000 Penalty: 5490.986328
	Iteration 67Q: 3 clusters Score -1.303896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -13038967.000000 Penalty: 5490.986328
	Iteration 68Q: 3 clusters Score -1.303897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -13038966.000000 Penalty: 5490.986328
	Iteration 69Q: 3 clusters Score -1.303897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13038962.000000 Penalty: 5490.986328
	Iteration 70Q: 3 clusters Score -1.303896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13038947.000000 Penalty: 5490.986328
	Iteration 71Q: 3 clusters Score -1.303895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -13038967.000000 Penalty: 5490.986328
	Iteration 72Q: 3 clusters Score -1.303897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -13038956.000000 Penalty: 5490.986328
	Iteration 73Q: 3 clusters Score -1.303896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -13038988.000000 Penalty: 5490.986328
	Iteration 74Q: 3 clusters Score -1.303899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -13038982.000000 Penalty: 5490.986328
	Iteration 75Q: 3 clusters Score -1.303898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -13038969.000000 Penalty: 5490.986328
	Iteration 76Q: 3 clusters Score -1.303897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -13038972.000000 Penalty: 5490.986328
	Iteration 77Q: 3 clusters Score -1.303897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -13038967.000000 Penalty: 5490.986328
	Iteration 78Q: 3 clusters Score -1.303897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -13038963.000000 Penalty: 5490.986328
	Iteration 79Q: 3 clusters Score -1.303896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -13038960.000000 Penalty: 5490.986328
	Iteration 80F: 3 clusters Score -1.303896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 64238 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 32630 members 
Mstep: Class 32 contains 30719 members 
Entering Unmasked Estep 
Score: -177166112.000000 Penalty: 109015.656250
Splitting cluster 17 changes total score from -176871984.000000 to -177166112.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (64238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Entering Unmasked Estep 
Score: -12492628.000000 Penalty: 2745.447021
	Iteration 0F: 2 clusters Score -1.249263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -12484477.000000 Penalty: 5490.894043
	Iteration 0F: 3 clusters Score -1.248448e+07 nChanged 30070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -12501383.000000 Penalty: 5490.894043
	Iteration 1F: 3 clusters Score -1.250138e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -12502100.000000 Penalty: 5490.894043
	Iteration 2F: 3 clusters Score -1.25021e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -12502778.000000 Penalty: 5490.894043
	Iteration 3Q: 3 clusters Score -1.250278e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -12503543.000000 Penalty: 5490.894043
	Iteration 4Q: 3 clusters Score -1.250354e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -12504188.000000 Penalty: 5490.894043
	Iteration 5Q: 3 clusters Score -1.250419e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -12504894.000000 Penalty: 5490.894043
	Iteration 6F: 3 clusters Score -1.250489e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -12506068.000000 Penalty: 5490.894043
	Iteration 7F: 3 clusters Score -1.250607e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -12507914.000000 Penalty: 5490.894043
	Iteration 8F: 3 clusters Score -1.250791e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -12510460.000000 Penalty: 5490.894043
	Iteration 9F: 3 clusters Score -1.251046e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -12512573.000000 Penalty: 5490.894043
	Iteration 10F: 3 clusters Score -1.251257e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -12513707.000000 Penalty: 5490.894043
	Iteration 11Q: 3 clusters Score -1.251371e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12514216.000000 Penalty: 5490.894043
	Iteration 12Q: 3 clusters Score -1.251422e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -12514330.000000 Penalty: 5490.894043
	Iteration 13Q: 3 clusters Score -1.251433e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -12514287.000000 Penalty: 5490.894043
	Iteration 14Q: 3 clusters Score -1.251429e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -12514371.000000 Penalty: 5490.894043
	Iteration 15Q: 3 clusters Score -1.251437e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -12514313.000000 Penalty: 5490.894043
	Iteration 16Q: 3 clusters Score -1.251431e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -12514373.000000 Penalty: 5490.894043
	Iteration 17Q: 3 clusters Score -1.251437e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -12514426.000000 Penalty: 5490.894043
	Iteration 18Q: 3 clusters Score -1.251443e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -12514399.000000 Penalty: 5490.894043
	Iteration 19Q: 3 clusters Score -1.25144e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -12514382.000000 Penalty: 5490.894043
	Iteration 20F: 3 clusters Score -1.251438e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -12514534.000000 Penalty: 5490.894043
	Iteration 21Q: 3 clusters Score -1.251453e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -12514633.000000 Penalty: 5490.894043
	Iteration 22Q: 3 clusters Score -1.251463e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -12514645.000000 Penalty: 5490.894043
	Iteration 23Q: 3 clusters Score -1.251464e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -12514637.000000 Penalty: 5490.894043
	Iteration 24Q: 3 clusters Score -1.251464e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -12514702.000000 Penalty: 5490.894043
	Iteration 25Q: 3 clusters Score -1.25147e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -12514744.000000 Penalty: 5490.894043
	Iteration 26Q: 3 clusters Score -1.251474e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -12514774.000000 Penalty: 5490.894043
	Iteration 27Q: 3 clusters Score -1.251477e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -12514785.000000 Penalty: 5490.894043
	Iteration 28Q: 3 clusters Score -1.251478e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -12514780.000000 Penalty: 5490.894043
	Iteration 29Q: 3 clusters Score -1.251478e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -12514790.000000 Penalty: 5490.894043
	Iteration 30Q: 3 clusters Score -1.251479e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -12514729.000000 Penalty: 5490.894043
	Iteration 31Q: 3 clusters Score -1.251473e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -12514733.000000 Penalty: 5490.894043
	Iteration 32Q: 3 clusters Score -1.251473e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -12514790.000000 Penalty: 5490.894043
	Iteration 33Q: 3 clusters Score -1.251479e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -12514802.000000 Penalty: 5490.894043
	Iteration 34Q: 3 clusters Score -1.25148e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -12514899.000000 Penalty: 5490.894043
	Iteration 35Q: 3 clusters Score -1.25149e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -12514992.000000 Penalty: 5490.894043
	Iteration 36Q: 3 clusters Score -1.251499e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -12515010.000000 Penalty: 5490.894043
	Iteration 37Q: 3 clusters Score -1.251501e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -12515053.000000 Penalty: 5490.894043
	Iteration 38Q: 3 clusters Score -1.251505e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -12515060.000000 Penalty: 5490.894043
	Iteration 39Q: 3 clusters Score -1.251506e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -12515111.000000 Penalty: 5490.894043
	Iteration 40F: 3 clusters Score -1.251511e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -12515177.000000 Penalty: 5490.894043
	Iteration 41Q: 3 clusters Score -1.251518e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -12515210.000000 Penalty: 5490.894043
	Iteration 42Q: 3 clusters Score -1.251521e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -12515258.000000 Penalty: 5490.894043
	Iteration 43Q: 3 clusters Score -1.251526e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -12515292.000000 Penalty: 5490.894043
	Iteration 44Q: 3 clusters Score -1.251529e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -12515290.000000 Penalty: 5490.894043
	Iteration 45Q: 3 clusters Score -1.251529e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -12515356.000000 Penalty: 5490.894043
	Iteration 46Q: 3 clusters Score -1.251536e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -12515346.000000 Penalty: 5490.894043
	Iteration 47Q: 3 clusters Score -1.251535e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -12515407.000000 Penalty: 5490.894043
	Iteration 48Q: 3 clusters Score -1.251541e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -12515381.000000 Penalty: 5490.894043
	Iteration 49Q: 3 clusters Score -1.251538e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -12515362.000000 Penalty: 5490.894043
	Iteration 50Q: 3 clusters Score -1.251536e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -12515338.000000 Penalty: 5490.894043
	Iteration 51Q: 3 clusters Score -1.251534e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -12515348.000000 Penalty: 5490.894043
	Iteration 52Q: 3 clusters Score -1.251535e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -12515352.000000 Penalty: 5490.894043
	Iteration 53Q: 3 clusters Score -1.251535e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -12515379.000000 Penalty: 5490.894043
	Iteration 54Q: 3 clusters Score -1.251538e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -12515413.000000 Penalty: 5490.894043
	Iteration 55Q: 3 clusters Score -1.251541e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -12515404.000000 Penalty: 5490.894043
	Iteration 56Q: 3 clusters Score -1.25154e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -12515448.000000 Penalty: 5490.894043
	Iteration 57Q: 3 clusters Score -1.251545e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -12515427.000000 Penalty: 5490.894043
	Iteration 58Q: 3 clusters Score -1.251543e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -12515470.000000 Penalty: 5490.894043
	Iteration 59Q: 3 clusters Score -1.251547e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -12515487.000000 Penalty: 5490.894043
	Iteration 60F: 3 clusters Score -1.251549e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -12515492.000000 Penalty: 5490.894043
	Iteration 61Q: 3 clusters Score -1.251549e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -12515458.000000 Penalty: 5490.894043
	Iteration 62Q: 3 clusters Score -1.251546e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -12515466.000000 Penalty: 5490.894043
	Iteration 63Q: 3 clusters Score -1.251547e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -12515455.000000 Penalty: 5490.894043
	Iteration 64Q: 3 clusters Score -1.251546e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -12515504.000000 Penalty: 5490.894043
	Iteration 65Q: 3 clusters Score -1.25155e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -12515494.000000 Penalty: 5490.894043
	Iteration 66Q: 3 clusters Score -1.251549e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -12515493.000000 Penalty: 5490.894043
	Iteration 67Q: 3 clusters Score -1.251549e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -12515519.000000 Penalty: 5490.894043
	Iteration 68Q: 3 clusters Score -1.251552e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -12515498.000000 Penalty: 5490.894043
	Iteration 69Q: 3 clusters Score -1.25155e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -12515475.000000 Penalty: 5490.894043
	Iteration 70Q: 3 clusters Score -1.251548e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -12515446.000000 Penalty: 5490.894043
	Iteration 71Q: 3 clusters Score -1.251545e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -12515493.000000 Penalty: 5490.894043
	Iteration 72Q: 3 clusters Score -1.251549e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -12515485.000000 Penalty: 5490.894043
	Iteration 73Q: 3 clusters Score -1.251548e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -12515484.000000 Penalty: 5490.894043
	Iteration 74Q: 3 clusters Score -1.251548e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -12515507.000000 Penalty: 5490.894043
	Iteration 75Q: 3 clusters Score -1.251551e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -12515535.000000 Penalty: 5490.894043
	Iteration 76Q: 3 clusters Score -1.251554e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -12515484.000000 Penalty: 5490.894043
	Iteration 77Q: 3 clusters Score -1.251548e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -12515475.000000 Penalty: 5490.894043
	Iteration 78Q: 3 clusters Score -1.251548e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -12515464.000000 Penalty: 5490.894043
	Iteration 79Q: 3 clusters Score -1.251546e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -12515450.000000 Penalty: 5490.894043
	Iteration 80F: 3 clusters Score -1.251545e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -12515441.000000 Penalty: 5490.894043
	Iteration 81Q: 3 clusters Score -1.251544e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12515451.000000 Penalty: 5490.894043
	Iteration 82Q: 3 clusters Score -1.251545e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -12515456.000000 Penalty: 5490.894043
	Iteration 83Q: 3 clusters Score -1.251546e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -12515461.000000 Penalty: 5490.894043
	Iteration 84Q: 3 clusters Score -1.251546e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -12515453.000000 Penalty: 5490.894043
	Iteration 85Q: 3 clusters Score -1.251545e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -12515462.000000 Penalty: 5490.894043
	Iteration 86Q: 3 clusters Score -1.251546e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -12515475.000000 Penalty: 5490.894043
	Iteration 87Q: 3 clusters Score -1.251548e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -12515502.000000 Penalty: 5490.894043
	Iteration 88Q: 3 clusters Score -1.25155e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -12515503.000000 Penalty: 5490.894043
	Iteration 89Q: 3 clusters Score -1.25155e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -12515514.000000 Penalty: 5490.894043
	Iteration 90Q: 3 clusters Score -1.251551e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -12515517.000000 Penalty: 5490.894043
	Iteration 91Q: 3 clusters Score -1.251552e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -12515512.000000 Penalty: 5490.894043
	Iteration 92Q: 3 clusters Score -1.251551e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -12515505.000000 Penalty: 5490.894043
	Iteration 93Q: 3 clusters Score -1.25155e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -12515506.000000 Penalty: 5490.894043
	Iteration 94Q: 3 clusters Score -1.251551e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -12515539.000000 Penalty: 5490.894043
	Iteration 95Q: 3 clusters Score -1.251554e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -12515557.000000 Penalty: 5490.894043
	Iteration 96Q: 3 clusters Score -1.251556e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -12515579.000000 Penalty: 5490.894043
	Iteration 97Q: 3 clusters Score -1.251558e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -12515602.000000 Penalty: 5490.894043
	Iteration 98Q: 3 clusters Score -1.25156e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -12515597.000000 Penalty: 5490.894043
	Iteration 99Q: 3 clusters Score -1.25156e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -12515591.000000 Penalty: 5490.894043
	Iteration 100F: 3 clusters Score -1.251559e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -12515613.000000 Penalty: 5490.894043
	Iteration 101Q: 3 clusters Score -1.251561e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -12515600.000000 Penalty: 5490.894043
	Iteration 102Q: 3 clusters Score -1.25156e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -12515599.000000 Penalty: 5490.894043
	Iteration 103Q: 3 clusters Score -1.25156e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -12515613.000000 Penalty: 5490.894043
	Iteration 104Q: 3 clusters Score -1.251561e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -12515653.000000 Penalty: 5490.894043
	Iteration 105Q: 3 clusters Score -1.251565e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -12515659.000000 Penalty: 5490.894043
	Iteration 106Q: 3 clusters Score -1.251566e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -12515655.000000 Penalty: 5490.894043
	Iteration 107Q: 3 clusters Score -1.251566e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -12515676.000000 Penalty: 5490.894043
	Iteration 108Q: 3 clusters Score -1.251568e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -12515657.000000 Penalty: 5490.894043
	Iteration 109Q: 3 clusters Score -1.251566e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -12515720.000000 Penalty: 5490.894043
	Iteration 110Q: 3 clusters Score -1.251572e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -12515709.000000 Penalty: 5490.894043
	Iteration 111Q: 3 clusters Score -1.251571e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -12515717.000000 Penalty: 5490.894043
	Iteration 112Q: 3 clusters Score -1.251572e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -12515703.000000 Penalty: 5490.894043
	Iteration 113Q: 3 clusters Score -1.25157e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -12515719.000000 Penalty: 5490.894043
	Iteration 114Q: 3 clusters Score -1.251572e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -12515725.000000 Penalty: 5490.894043
	Iteration 115Q: 3 clusters Score -1.251572e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -12515737.000000 Penalty: 5490.894043
	Iteration 116Q: 3 clusters Score -1.251574e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -12515703.000000 Penalty: 5490.894043
	Iteration 117Q: 3 clusters Score -1.25157e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -12515690.000000 Penalty: 5490.894043
	Iteration 118Q: 3 clusters Score -1.251569e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -12515665.000000 Penalty: 5490.894043
	Iteration 119Q: 3 clusters Score -1.251566e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -12515684.000000 Penalty: 5490.894043
	Iteration 120F: 3 clusters Score -1.251568e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -12515668.000000 Penalty: 5490.894043
	Iteration 121Q: 3 clusters Score -1.251567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12515673.000000 Penalty: 5490.894043
	Iteration 122Q: 3 clusters Score -1.251567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12515682.000000 Penalty: 5490.894043
	Iteration 123Q: 3 clusters Score -1.251568e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -12515669.000000 Penalty: 5490.894043
	Iteration 124Q: 3 clusters Score -1.251567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -12515666.000000 Penalty: 5490.894043
	Iteration 125Q: 3 clusters Score -1.251567e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -12515691.000000 Penalty: 5490.894043
	Iteration 126Q: 3 clusters Score -1.251569e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -12515699.000000 Penalty: 5490.894043
	Iteration 127Q: 3 clusters Score -1.25157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -12515701.000000 Penalty: 5490.894043
	Iteration 128Q: 3 clusters Score -1.25157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -12515711.000000 Penalty: 5490.894043
	Iteration 129Q: 3 clusters Score -1.251571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -12515724.000000 Penalty: 5490.894043
	Iteration 130Q: 3 clusters Score -1.251572e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -12515704.000000 Penalty: 5490.894043
	Iteration 131Q: 3 clusters Score -1.25157e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -12515718.000000 Penalty: 5490.894043
	Iteration 132Q: 3 clusters Score -1.251572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -12515723.000000 Penalty: 5490.894043
	Iteration 133Q: 3 clusters Score -1.251572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -12515723.000000 Penalty: 5490.894043
	Iteration 134Q: 3 clusters Score -1.251572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -12515695.000000 Penalty: 5490.894043
	Iteration 135Q: 3 clusters Score -1.25157e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -12515686.000000 Penalty: 5490.894043
	Iteration 136Q: 3 clusters Score -1.251569e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -12515689.000000 Penalty: 5490.894043
	Iteration 137Q: 3 clusters Score -1.251569e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -12515692.000000 Penalty: 5490.894043
	Iteration 138Q: 3 clusters Score -1.251569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -12515702.000000 Penalty: 5490.894043
	Iteration 139Q: 3 clusters Score -1.25157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -12515698.000000 Penalty: 5490.894043
	Iteration 140F: 3 clusters Score -1.25157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -12515690.000000 Penalty: 5490.894043
	Iteration 141Q: 3 clusters Score -1.251569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -12515697.000000 Penalty: 5490.894043
	Iteration 142Q: 3 clusters Score -1.25157e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -12515692.000000 Penalty: 5490.894043
	Iteration 143Q: 3 clusters Score -1.251569e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -12515708.000000 Penalty: 5490.894043
	Iteration 144Q: 3 clusters Score -1.251571e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -12515734.000000 Penalty: 5490.894043
	Iteration 145Q: 3 clusters Score -1.251573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -12515735.000000 Penalty: 5490.894043
	Iteration 146Q: 3 clusters Score -1.251574e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -12515754.000000 Penalty: 5490.894043
	Iteration 147Q: 3 clusters Score -1.251575e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -12515743.000000 Penalty: 5490.894043
	Iteration 148Q: 3 clusters Score -1.251574e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -12515746.000000 Penalty: 5490.894043
	Iteration 149Q: 3 clusters Score -1.251575e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -12515743.000000 Penalty: 5490.894043
	Iteration 150Q: 3 clusters Score -1.251574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -12515721.000000 Penalty: 5490.894043
	Iteration 151Q: 3 clusters Score -1.251572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -12515733.000000 Penalty: 5490.894043
	Iteration 152Q: 3 clusters Score -1.251573e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -12515739.000000 Penalty: 5490.894043
	Iteration 153Q: 3 clusters Score -1.251574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -12515731.000000 Penalty: 5490.894043
	Iteration 154Q: 3 clusters Score -1.251573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -12515720.000000 Penalty: 5490.894043
	Iteration 155Q: 3 clusters Score -1.251572e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -12515740.000000 Penalty: 5490.894043
	Iteration 156Q: 3 clusters Score -1.251574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -12515759.000000 Penalty: 5490.894043
	Iteration 157Q: 3 clusters Score -1.251576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12515768.000000 Penalty: 5490.894043
	Iteration 158Q: 3 clusters Score -1.251577e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -12515760.000000 Penalty: 5490.894043
	Iteration 159Q: 3 clusters Score -1.251576e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -12515766.000000 Penalty: 5490.894043
	Iteration 160F: 3 clusters Score -1.251577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -12515769.000000 Penalty: 5490.894043
	Iteration 161Q: 3 clusters Score -1.251577e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -12515785.000000 Penalty: 5490.894043
	Iteration 162Q: 3 clusters Score -1.251578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -12515772.000000 Penalty: 5490.894043
	Iteration 163Q: 3 clusters Score -1.251577e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -12515773.000000 Penalty: 5490.894043
	Iteration 164Q: 3 clusters Score -1.251577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -12515768.000000 Penalty: 5490.894043
	Iteration 165Q: 3 clusters Score -1.251577e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -12515797.000000 Penalty: 5490.894043
	Iteration 166Q: 3 clusters Score -1.25158e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -12515792.000000 Penalty: 5490.894043
	Iteration 167Q: 3 clusters Score -1.251579e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -12515792.000000 Penalty: 5490.894043
	Iteration 168Q: 3 clusters Score -1.251579e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -12515780.000000 Penalty: 5490.894043
	Iteration 169Q: 3 clusters Score -1.251578e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12515770.000000 Penalty: 5490.894043
	Iteration 170Q: 3 clusters Score -1.251577e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -12515778.000000 Penalty: 5490.894043
	Iteration 171Q: 3 clusters Score -1.251578e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -12515791.000000 Penalty: 5490.894043
	Iteration 172Q: 3 clusters Score -1.251579e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -12515804.000000 Penalty: 5490.894043
	Iteration 173Q: 3 clusters Score -1.25158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -12515815.000000 Penalty: 5490.894043
	Iteration 174Q: 3 clusters Score -1.251582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12515809.000000 Penalty: 5490.894043
	Iteration 175Q: 3 clusters Score -1.251581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -12515814.000000 Penalty: 5490.894043
	Iteration 176Q: 3 clusters Score -1.251581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -12515828.000000 Penalty: 5490.894043
	Iteration 177Q: 3 clusters Score -1.251583e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -12515816.000000 Penalty: 5490.894043
	Iteration 178Q: 3 clusters Score -1.251582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -12515826.000000 Penalty: 5490.894043
	Iteration 179Q: 3 clusters Score -1.251583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -12515832.000000 Penalty: 5490.894043
	Iteration 180F: 3 clusters Score -1.251583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -12515845.000000 Penalty: 5490.894043
	Iteration 181Q: 3 clusters Score -1.251584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -12515841.000000 Penalty: 5490.894043
	Iteration 182Q: 3 clusters Score -1.251584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -12515835.000000 Penalty: 5490.894043
	Iteration 183Q: 3 clusters Score -1.251584e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -12515856.000000 Penalty: 5490.894043
	Iteration 184Q: 3 clusters Score -1.251586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -12515841.000000 Penalty: 5490.894043
	Iteration 185Q: 3 clusters Score -1.251584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -12515857.000000 Penalty: 5490.894043
	Iteration 186Q: 3 clusters Score -1.251586e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -12515856.000000 Penalty: 5490.894043
	Iteration 187Q: 3 clusters Score -1.251586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -12515865.000000 Penalty: 5490.894043
	Iteration 188Q: 3 clusters Score -1.251586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -12515868.000000 Penalty: 5490.894043
	Iteration 189Q: 3 clusters Score -1.251587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -12515872.000000 Penalty: 5490.894043
	Iteration 190Q: 3 clusters Score -1.251587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -12515876.000000 Penalty: 5490.894043
	Iteration 191Q: 3 clusters Score -1.251588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -12515871.000000 Penalty: 5490.894043
	Iteration 192Q: 3 clusters Score -1.251587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12515871.000000 Penalty: 5490.894043
	Iteration 193Q: 3 clusters Score -1.251587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -12515868.000000 Penalty: 5490.894043
	Iteration 194Q: 3 clusters Score -1.251587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12515874.000000 Penalty: 5490.894043
	Iteration 195Q: 3 clusters Score -1.251587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -12515866.000000 Penalty: 5490.894043
	Iteration 196Q: 3 clusters Score -1.251587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12515863.000000 Penalty: 5490.894043
	Iteration 197Q: 3 clusters Score -1.251586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -12515860.000000 Penalty: 5490.894043
	Iteration 198Q: 3 clusters Score -1.251586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -12515852.000000 Penalty: 5490.894043
	Iteration 199Q: 3 clusters Score -1.251585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -12515864.000000 Penalty: 5490.894043
	Iteration 200F: 3 clusters Score -1.251586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -12515867.000000 Penalty: 5490.894043
	Iteration 201Q: 3 clusters Score -1.251587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -12515869.000000 Penalty: 5490.894043
	Iteration 202Q: 3 clusters Score -1.251587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -12515872.000000 Penalty: 5490.894043
	Iteration 203Q: 3 clusters Score -1.251587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -12515882.000000 Penalty: 5490.894043
	Iteration 204Q: 3 clusters Score -1.251588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -12515869.000000 Penalty: 5490.894043
	Iteration 205Q: 3 clusters Score -1.251587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -12515888.000000 Penalty: 5490.894043
	Iteration 206Q: 3 clusters Score -1.251589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -12515884.000000 Penalty: 5490.894043
	Iteration 207Q: 3 clusters Score -1.251588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -12515891.000000 Penalty: 5490.894043
	Iteration 208Q: 3 clusters Score -1.251589e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -12515884.000000 Penalty: 5490.894043
	Iteration 209Q: 3 clusters Score -1.251588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -12515894.000000 Penalty: 5490.894043
	Iteration 210Q: 3 clusters Score -1.251589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -12515890.000000 Penalty: 5490.894043
	Iteration 211Q: 3 clusters Score -1.251589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -12515873.000000 Penalty: 5490.894043
	Iteration 212Q: 3 clusters Score -1.251587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -12515872.000000 Penalty: 5490.894043
	Iteration 213Q: 3 clusters Score -1.251587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -12515873.000000 Penalty: 5490.894043
	Iteration 214Q: 3 clusters Score -1.251587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -12515874.000000 Penalty: 5490.894043
	Iteration 215Q: 3 clusters Score -1.251587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -12515874.000000 Penalty: 5490.894043
	Iteration 216F: 3 clusters Score -1.251587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 30037 members 
Mstep: Class 19 contains 1760 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 32630 members 
Mstep: Class 32 contains 30719 members 
Mstep: Class 33 contains 34201 members 
Entering Unmasked Estep 
Score: -177186592.000000 Penalty: 112422.390625
Splitting cluster 18 changes total score from -176871984.000000 to -177186592.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -305887.343750 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -305887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -303544.312500 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -303544.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -304393.343750 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -304393.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -305241.625000 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -305241.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -306146.000000 Penalty: 3706.642334
	Iteration 3F: 3 clusters Score -306146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -307202.437500 Penalty: 3706.642334
	Iteration 4F: 3 clusters Score -307202.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -307767.812500 Penalty: 3706.642334
	Iteration 5F: 3 clusters Score -307767.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -307865.718750 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -307865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -307908.375000 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -307908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -307923.875000 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -307923.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -307924.687500 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -307924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -307924.687500 Penalty: 3706.642334
	Iteration 10F: 3 clusters Score -307924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 30037 members 
Mstep: Class 19 contains 230 members 
Mstep: Class 20 contains 69487 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 32630 members 
Mstep: Class 32 contains 30719 members 
Mstep: Class 33 contains 34201 members 
Mstep: Class 34 contains 1530 members 
Entering Unmasked Estep 
Score: -177187024.000000 Penalty: 115829.132812
Splitting cluster 19 changes total score from -176871984.000000 to -177187024.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (69487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Entering Unmasked Estep 
Score: -12997324.000000 Penalty: 2764.926025
	Iteration 0F: 2 clusters Score -1.299732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -12982335.000000 Penalty: 5529.852051
	Iteration 0F: 3 clusters Score -1.298234e+07 nChanged 32564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -13000822.000000 Penalty: 5529.852051
	Iteration 1F: 3 clusters Score -1.300082e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -13001503.000000 Penalty: 5529.852051
	Iteration 2Q: 3 clusters Score -1.30015e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -13002176.000000 Penalty: 5529.852051
	Iteration 3Q: 3 clusters Score -1.300218e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -13003154.000000 Penalty: 5529.852051
	Iteration 4Q: 3 clusters Score -1.300315e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -13004398.000000 Penalty: 5529.852051
	Iteration 5Q: 3 clusters Score -1.30044e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -13006140.000000 Penalty: 5529.852051
	Iteration 6F: 3 clusters Score -1.300614e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -13008355.000000 Penalty: 5529.852051
	Iteration 7F: 3 clusters Score -1.300836e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -13011781.000000 Penalty: 5529.852051
	Iteration 8F: 3 clusters Score -1.301178e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -13014133.000000 Penalty: 5529.852051
	Iteration 9F: 3 clusters Score -1.301413e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -13015565.000000 Penalty: 5529.852051
	Iteration 10F: 3 clusters Score -1.301556e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -13016404.000000 Penalty: 5529.852051
	Iteration 11Q: 3 clusters Score -1.30164e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -13016774.000000 Penalty: 5529.852051
	Iteration 12Q: 3 clusters Score -1.301677e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -13016857.000000 Penalty: 5529.852051
	Iteration 13Q: 3 clusters Score -1.301686e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -13016902.000000 Penalty: 5529.852051
	Iteration 14Q: 3 clusters Score -1.30169e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -13016844.000000 Penalty: 5529.852051
	Iteration 15Q: 3 clusters Score -1.301684e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -13016596.000000 Penalty: 5529.852051
	Iteration 16Q: 3 clusters Score -1.30166e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -13016394.000000 Penalty: 5529.852051
	Iteration 17Q: 3 clusters Score -1.301639e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -13015966.000000 Penalty: 5529.852051
	Iteration 18Q: 3 clusters Score -1.301597e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -13015656.000000 Penalty: 5529.852051
	Iteration 19Q: 3 clusters Score -1.301566e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -13015723.000000 Penalty: 5529.852051
	Iteration 20F: 3 clusters Score -1.301572e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -13015784.000000 Penalty: 5529.852051
	Iteration 21Q: 3 clusters Score -1.301578e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -13015891.000000 Penalty: 5529.852051
	Iteration 22Q: 3 clusters Score -1.301589e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -13016055.000000 Penalty: 5529.852051
	Iteration 23Q: 3 clusters Score -1.301606e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -13016264.000000 Penalty: 5529.852051
	Iteration 24Q: 3 clusters Score -1.301626e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -13016456.000000 Penalty: 5529.852051
	Iteration 25Q: 3 clusters Score -1.301646e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -13016562.000000 Penalty: 5529.852051
	Iteration 26Q: 3 clusters Score -1.301656e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -13016783.000000 Penalty: 5529.852051
	Iteration 27Q: 3 clusters Score -1.301678e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -13016909.000000 Penalty: 5529.852051
	Iteration 28Q: 3 clusters Score -1.301691e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -13017091.000000 Penalty: 5529.852051
	Iteration 29Q: 3 clusters Score -1.301709e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -13017345.000000 Penalty: 5529.852051
	Iteration 30Q: 3 clusters Score -1.301734e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -13017554.000000 Penalty: 5529.852051
	Iteration 31Q: 3 clusters Score -1.301755e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -13017735.000000 Penalty: 5529.852051
	Iteration 32Q: 3 clusters Score -1.301774e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -13017920.000000 Penalty: 5529.852051
	Iteration 33Q: 3 clusters Score -1.301792e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -13018016.000000 Penalty: 5529.852051
	Iteration 34Q: 3 clusters Score -1.301802e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -13018146.000000 Penalty: 5529.852051
	Iteration 35Q: 3 clusters Score -1.301815e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -13018288.000000 Penalty: 5529.852051
	Iteration 36Q: 3 clusters Score -1.301829e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -13018370.000000 Penalty: 5529.852051
	Iteration 37Q: 3 clusters Score -1.301837e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -13018465.000000 Penalty: 5529.852051
	Iteration 38Q: 3 clusters Score -1.301846e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -13018542.000000 Penalty: 5529.852051
	Iteration 39Q: 3 clusters Score -1.301854e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -13018816.000000 Penalty: 5529.852051
	Iteration 40F: 3 clusters Score -1.301882e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -13018916.000000 Penalty: 5529.852051
	Iteration 41Q: 3 clusters Score -1.301892e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -13018981.000000 Penalty: 5529.852051
	Iteration 42Q: 3 clusters Score -1.301898e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -13019045.000000 Penalty: 5529.852051
	Iteration 43Q: 3 clusters Score -1.301904e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -13019107.000000 Penalty: 5529.852051
	Iteration 44Q: 3 clusters Score -1.301911e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -13019011.000000 Penalty: 5529.852051
	Iteration 45Q: 3 clusters Score -1.301901e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -13019006.000000 Penalty: 5529.852051
	Iteration 46Q: 3 clusters Score -1.301901e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -13018890.000000 Penalty: 5529.852051
	Iteration 47Q: 3 clusters Score -1.301889e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -13018807.000000 Penalty: 5529.852051
	Iteration 48Q: 3 clusters Score -1.301881e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -13018776.000000 Penalty: 5529.852051
	Iteration 49Q: 3 clusters Score -1.301878e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -13018613.000000 Penalty: 5529.852051
	Iteration 50Q: 3 clusters Score -1.301861e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -13018505.000000 Penalty: 5529.852051
	Iteration 51Q: 3 clusters Score -1.30185e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -13018432.000000 Penalty: 5529.852051
	Iteration 52Q: 3 clusters Score -1.301843e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -13018291.000000 Penalty: 5529.852051
	Iteration 53Q: 3 clusters Score -1.301829e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -13018184.000000 Penalty: 5529.852051
	Iteration 54Q: 3 clusters Score -1.301818e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -13018125.000000 Penalty: 5529.852051
	Iteration 55Q: 3 clusters Score -1.301812e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -13018061.000000 Penalty: 5529.852051
	Iteration 56Q: 3 clusters Score -1.301806e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -13017963.000000 Penalty: 5529.852051
	Iteration 57Q: 3 clusters Score -1.301796e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -13017924.000000 Penalty: 5529.852051
	Iteration 58Q: 3 clusters Score -1.301792e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -13017881.000000 Penalty: 5529.852051
	Iteration 59Q: 3 clusters Score -1.301788e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -13017890.000000 Penalty: 5529.852051
	Iteration 60F: 3 clusters Score -1.301789e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -13017848.000000 Penalty: 5529.852051
	Iteration 61Q: 3 clusters Score -1.301785e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -13017838.000000 Penalty: 5529.852051
	Iteration 62Q: 3 clusters Score -1.301784e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -13017834.000000 Penalty: 5529.852051
	Iteration 63Q: 3 clusters Score -1.301783e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -13017792.000000 Penalty: 5529.852051
	Iteration 64Q: 3 clusters Score -1.301779e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -13017825.000000 Penalty: 5529.852051
	Iteration 65Q: 3 clusters Score -1.301782e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -13017895.000000 Penalty: 5529.852051
	Iteration 66Q: 3 clusters Score -1.30179e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -13017904.000000 Penalty: 5529.852051
	Iteration 67Q: 3 clusters Score -1.30179e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -13017897.000000 Penalty: 5529.852051
	Iteration 68Q: 3 clusters Score -1.30179e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -13017876.000000 Penalty: 5529.852051
	Iteration 69Q: 3 clusters Score -1.301788e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -13017873.000000 Penalty: 5529.852051
	Iteration 70Q: 3 clusters Score -1.301787e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -13017926.000000 Penalty: 5529.852051
	Iteration 71Q: 3 clusters Score -1.301793e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -13017952.000000 Penalty: 5529.852051
	Iteration 72Q: 3 clusters Score -1.301795e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -13017987.000000 Penalty: 5529.852051
	Iteration 73Q: 3 clusters Score -1.301799e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -13018011.000000 Penalty: 5529.852051
	Iteration 74Q: 3 clusters Score -1.301801e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -13018040.000000 Penalty: 5529.852051
	Iteration 75Q: 3 clusters Score -1.301804e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -13018063.000000 Penalty: 5529.852051
	Iteration 76Q: 3 clusters Score -1.301806e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -13018093.000000 Penalty: 5529.852051
	Iteration 77Q: 3 clusters Score -1.301809e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -13018130.000000 Penalty: 5529.852051
	Iteration 78Q: 3 clusters Score -1.301813e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -13018138.000000 Penalty: 5529.852051
	Iteration 79Q: 3 clusters Score -1.301814e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -13018193.000000 Penalty: 5529.852051
	Iteration 80F: 3 clusters Score -1.301819e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -13018243.000000 Penalty: 5529.852051
	Iteration 81Q: 3 clusters Score -1.301824e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -13018299.000000 Penalty: 5529.852051
	Iteration 82Q: 3 clusters Score -1.30183e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -13018313.000000 Penalty: 5529.852051
	Iteration 83Q: 3 clusters Score -1.301831e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -13018303.000000 Penalty: 5529.852051
	Iteration 84Q: 3 clusters Score -1.30183e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -13018332.000000 Penalty: 5529.852051
	Iteration 85Q: 3 clusters Score -1.301833e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -13018334.000000 Penalty: 5529.852051
	Iteration 86Q: 3 clusters Score -1.301833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -13018349.000000 Penalty: 5529.852051
	Iteration 87Q: 3 clusters Score -1.301835e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -13018366.000000 Penalty: 5529.852051
	Iteration 88Q: 3 clusters Score -1.301837e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -13018371.000000 Penalty: 5529.852051
	Iteration 89Q: 3 clusters Score -1.301837e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -13018419.000000 Penalty: 5529.852051
	Iteration 90Q: 3 clusters Score -1.301842e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -13018406.000000 Penalty: 5529.852051
	Iteration 91Q: 3 clusters Score -1.301841e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -13018415.000000 Penalty: 5529.852051
	Iteration 92Q: 3 clusters Score -1.301842e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -13018396.000000 Penalty: 5529.852051
	Iteration 93Q: 3 clusters Score -1.30184e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -13018390.000000 Penalty: 5529.852051
	Iteration 94Q: 3 clusters Score -1.301839e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -13018430.000000 Penalty: 5529.852051
	Iteration 95Q: 3 clusters Score -1.301843e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -13018446.000000 Penalty: 5529.852051
	Iteration 96Q: 3 clusters Score -1.301845e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -13018404.000000 Penalty: 5529.852051
	Iteration 97Q: 3 clusters Score -1.30184e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -13018385.000000 Penalty: 5529.852051
	Iteration 98Q: 3 clusters Score -1.301838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -13018382.000000 Penalty: 5529.852051
	Iteration 99Q: 3 clusters Score -1.301838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -13018381.000000 Penalty: 5529.852051
	Iteration 100F: 3 clusters Score -1.301838e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -13018398.000000 Penalty: 5529.852051
	Iteration 101Q: 3 clusters Score -1.30184e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -13018353.000000 Penalty: 5529.852051
	Iteration 102Q: 3 clusters Score -1.301835e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -13018372.000000 Penalty: 5529.852051
	Iteration 103Q: 3 clusters Score -1.301837e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -13018358.000000 Penalty: 5529.852051
	Iteration 104Q: 3 clusters Score -1.301836e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -13018341.000000 Penalty: 5529.852051
	Iteration 105Q: 3 clusters Score -1.301834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -13018340.000000 Penalty: 5529.852051
	Iteration 106Q: 3 clusters Score -1.301834e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -13018322.000000 Penalty: 5529.852051
	Iteration 107Q: 3 clusters Score -1.301832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -13018307.000000 Penalty: 5529.852051
	Iteration 108Q: 3 clusters Score -1.301831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -13018314.000000 Penalty: 5529.852051
	Iteration 109Q: 3 clusters Score -1.301831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -13018292.000000 Penalty: 5529.852051
	Iteration 110Q: 3 clusters Score -1.301829e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -13018293.000000 Penalty: 5529.852051
	Iteration 111Q: 3 clusters Score -1.301829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -13018279.000000 Penalty: 5529.852051
	Iteration 112Q: 3 clusters Score -1.301828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -13018253.000000 Penalty: 5529.852051
	Iteration 113Q: 3 clusters Score -1.301825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -13018249.000000 Penalty: 5529.852051
	Iteration 114Q: 3 clusters Score -1.301825e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -13018243.000000 Penalty: 5529.852051
	Iteration 115Q: 3 clusters Score -1.301824e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -13018230.000000 Penalty: 5529.852051
	Iteration 116Q: 3 clusters Score -1.301823e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -13018206.000000 Penalty: 5529.852051
	Iteration 117Q: 3 clusters Score -1.301821e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -13018214.000000 Penalty: 5529.852051
	Iteration 118Q: 3 clusters Score -1.301821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -13018200.000000 Penalty: 5529.852051
	Iteration 119Q: 3 clusters Score -1.30182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -13018198.000000 Penalty: 5529.852051
	Iteration 120F: 3 clusters Score -1.30182e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -13018182.000000 Penalty: 5529.852051
	Iteration 121Q: 3 clusters Score -1.301818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -13018185.000000 Penalty: 5529.852051
	Iteration 122Q: 3 clusters Score -1.301818e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -13018164.000000 Penalty: 5529.852051
	Iteration 123Q: 3 clusters Score -1.301816e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -13018159.000000 Penalty: 5529.852051
	Iteration 124Q: 3 clusters Score -1.301816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -13018134.000000 Penalty: 5529.852051
	Iteration 125Q: 3 clusters Score -1.301813e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -13018118.000000 Penalty: 5529.852051
	Iteration 126Q: 3 clusters Score -1.301812e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -13018109.000000 Penalty: 5529.852051
	Iteration 127Q: 3 clusters Score -1.301811e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -13018121.000000 Penalty: 5529.852051
	Iteration 128Q: 3 clusters Score -1.301812e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -13018129.000000 Penalty: 5529.852051
	Iteration 129Q: 3 clusters Score -1.301813e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -13018104.000000 Penalty: 5529.852051
	Iteration 130Q: 3 clusters Score -1.30181e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -13018072.000000 Penalty: 5529.852051
	Iteration 131Q: 3 clusters Score -1.301807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -13018058.000000 Penalty: 5529.852051
	Iteration 132Q: 3 clusters Score -1.301806e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -13018038.000000 Penalty: 5529.852051
	Iteration 133Q: 3 clusters Score -1.301804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -13018000.000000 Penalty: 5529.852051
	Iteration 134Q: 3 clusters Score -1.3018e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -13017987.000000 Penalty: 5529.852051
	Iteration 135Q: 3 clusters Score -1.301799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -13017981.000000 Penalty: 5529.852051
	Iteration 136Q: 3 clusters Score -1.301798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -13017964.000000 Penalty: 5529.852051
	Iteration 137Q: 3 clusters Score -1.301796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -13017961.000000 Penalty: 5529.852051
	Iteration 138Q: 3 clusters Score -1.301796e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -13017960.000000 Penalty: 5529.852051
	Iteration 139Q: 3 clusters Score -1.301796e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -13017959.000000 Penalty: 5529.852051
	Iteration 140F: 3 clusters Score -1.301796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -13017953.000000 Penalty: 5529.852051
	Iteration 141Q: 3 clusters Score -1.301795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -13017962.000000 Penalty: 5529.852051
	Iteration 142Q: 3 clusters Score -1.301796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -13017978.000000 Penalty: 5529.852051
	Iteration 143Q: 3 clusters Score -1.301798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -13017959.000000 Penalty: 5529.852051
	Iteration 144Q: 3 clusters Score -1.301796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -13017960.000000 Penalty: 5529.852051
	Iteration 145Q: 3 clusters Score -1.301796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -13017982.000000 Penalty: 5529.852051
	Iteration 146Q: 3 clusters Score -1.301798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -13017956.000000 Penalty: 5529.852051
	Iteration 147Q: 3 clusters Score -1.301796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -13017939.000000 Penalty: 5529.852051
	Iteration 148Q: 3 clusters Score -1.301794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -13017932.000000 Penalty: 5529.852051
	Iteration 149Q: 3 clusters Score -1.301793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -13017926.000000 Penalty: 5529.852051
	Iteration 150Q: 3 clusters Score -1.301793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -13017927.000000 Penalty: 5529.852051
	Iteration 151Q: 3 clusters Score -1.301793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -13017921.000000 Penalty: 5529.852051
	Iteration 152Q: 3 clusters Score -1.301792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -13017918.000000 Penalty: 5529.852051
	Iteration 153Q: 3 clusters Score -1.301792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -13017903.000000 Penalty: 5529.852051
	Iteration 154Q: 3 clusters Score -1.30179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -13017905.000000 Penalty: 5529.852051
	Iteration 155Q: 3 clusters Score -1.30179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -13017907.000000 Penalty: 5529.852051
	Iteration 156Q: 3 clusters Score -1.301791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -13017895.000000 Penalty: 5529.852051
	Iteration 157Q: 3 clusters Score -1.30179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -13017888.000000 Penalty: 5529.852051
	Iteration 158Q: 3 clusters Score -1.301789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -13017899.000000 Penalty: 5529.852051
	Iteration 159Q: 3 clusters Score -1.30179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -13017904.000000 Penalty: 5529.852051
	Iteration 160F: 3 clusters Score -1.30179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -13017900.000000 Penalty: 5529.852051
	Iteration 161Q: 3 clusters Score -1.30179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -13017900.000000 Penalty: 5529.852051
	Iteration 162F: 3 clusters Score -1.30179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 3 contains 8285 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 14 contains 27953 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 30037 members 
Mstep: Class 19 contains 230 members 
Mstep: Class 20 contains 37412 members 
Mstep: Class 21 contains 33946 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 32483 members 
Mstep: Class 24 contains 2994 members 
Mstep: Class 25 contains 32852 members 
Mstep: Class 26 contains 32011 members 
Mstep: Class 27 contains 667 members 
Mstep: Class 28 contains 27763 members 
Mstep: Class 29 contains 32182 members 
Mstep: Class 30 contains 34969 members 
Mstep: Class 31 contains 32630 members 
Mstep: Class 32 contains 30719 members 
Mstep: Class 33 contains 34201 members 
Mstep: Class 34 contains 1530 members 
Mstep: Class 35 contains 32075 members 
Entering Unmasked Estep 
Score: -177213664.000000 Penalty: 119235.875000
Splitting cluster 20 changes total score from -176871984.000000 to -177213664.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 35302 members 
Mstep: Class 4 contains 32806 members 
Mstep: Class 5 contains 36945 members 
Mstep: Class 6 contains 32757 members 
Mstep: Class 7 contains 710 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 33132 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 31071 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 32362 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 36215 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 30037 members 
Mstep: Class 19 contains 230 members 
Mstep: Class 20 contains 37412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177280976.000000 Penalty: 119235.875000
Iteration 39Q: 36 clusters Score -1.77281e+08 nChanged 94024
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39539 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 33691 members 
Mstep: Class 5 contains 38482 members 
Mstep: Class 6 contains 33196 members 
Mstep: Class 7 contains 701 members 
Mstep: Class 8 contains 34127 members 
Mstep: Class 9 contains 33174 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 32608 members 
Mstep: Class 12 contains 33891 members 
Mstep: Class 13 contains 35158 members 
Mstep: Class 14 contains 26131 members 
Mstep: Class 15 contains 58146 members 
Mstep: Class 16 contains 36627 members 
Mstep: Class 17 contains 33770 members 
Mstep: Class 18 contains 30801 members 
Mstep: Class 19 contains 230 members 
Mstep: Class 20 contains 39569 members 
Mstep: Class 21 contains 32130 members 
Mstep: Class 22 contains 26582 members 
Mstep: Class 23 contains 35114 members 
Mstep: Class 24 contains 3119 members 
Mstep: Class 25 contains 29926 members 
Mstep: Class 26 contains 31133 members 
Mstep: Class 27 contains 632 members 
Mstep: Class 28 contains 22086 members 
Mstep: Class 29 contains 32486 members 
Mstep: Class 30 contains 30534 members 
Mstep: Class 31 contains 34593 members 
Mstep: Class 32 contains 31567 members 
Mstep: Class 33 contains 29841 members 
Mstep: Class 34 contains 1528 members 
Mstep: Class 35 contains 31017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177316368.000000 Penalty: 119235.875000
Iteration 40F: 36 clusters Score -1.773164e+08 nChanged 85109
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37880 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 32369 members 
Mstep: Class 5 contains 37363 members 
Mstep: Class 6 contains 32263 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 34357 members 
Mstep: Class 9 contains 31553 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 27607 members 
Mstep: Class 12 contains 31738 members 
Mstep: Class 13 contains 32491 members 
Mstep: Class 14 contains 26761 members 
Mstep: Class 15 contains 52784 members 
Mstep: Class 16 contains 35662 members 
Mstep: Class 17 contains 31268 members 
Mstep: Class 18 contains 28846 members 
Mstep: Class 19 contains 232 members 
Mstep: Class 20 contains 39119 members 
Mstep: Class 21 contains 33457 members 
Mstep: Class 22 contains 26483 members 
Mstep: Class 23 contains 41378 members 
Mstep: Class 24 contains 3903 members 
Mstep: Class 25 contains 30961 members 
Mstep: Class 26 contains 32993 members 
Mstep: Class 27 contains 600 members 
Mstep: Class 28 contains 22442 members 
Mstep: Class 29 contains 33138 members 
Mstep: Class 30 contains 31413 members 
Mstep: Class 31 contains 41786 members 
Mstep: Class 32 contains 34493 members 
Mstep: Class 33 contains 30284 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 33960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177327312.000000 Penalty: 119235.875000
Iteration 41F: 36 clusters Score -1.773273e+08 nChanged 50233
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 36100 members 
Mstep: Class 3 contains 9054 members 
Mstep: Class 4 contains 31866 members 
Mstep: Class 5 contains 36782 members 
Mstep: Class 6 contains 32490 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 34041 members 
Mstep: Class 9 contains 31356 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 25825 members 
Mstep: Class 12 contains 31584 members 
Mstep: Class 13 contains 32150 members 
Mstep: Class 14 contains 27359 members 
Mstep: Class 15 contains 49713 members 
Mstep: Class 16 contains 35579 members 
Mstep: Class 17 contains 31460 members 
Mstep: Class 18 contains 28179 members 
Mstep: Class 19 contains 231 members 
Mstep: Class 20 contains 38794 members 
Mstep: Class 21 contains 34238 members 
Mstep: Class 22 contains 25843 members 
Mstep: Class 23 contains 40057 members 
Mstep: Class 24 contains 4264 members 
Mstep: Class 25 contains 31329 members 
Mstep: Class 26 contains 32426 members 
Mstep: Class 27 contains 575 members 
Mstep: Class 28 contains 23248 members 
Mstep: Class 29 contains 32896 members 
Mstep: Class 30 contains 31932 members 
Mstep: Class 31 contains 46886 members 
Mstep: Class 32 contains 34713 members 
Mstep: Class 33 contains 31241 members 
Mstep: Class 34 contains 1531 members 
Mstep: Class 35 contains 36394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334544.000000 Penalty: 119235.875000
Iteration 42F: 36 clusters Score -1.773345e+08 nChanged 34228
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 34588 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 31792 members 
Mstep: Class 5 contains 36107 members 
Mstep: Class 6 contains 32320 members 
Mstep: Class 7 contains 747 members 
Mstep: Class 8 contains 33485 members 
Mstep: Class 9 contains 31493 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 25159 members 
Mstep: Class 12 contains 31620 members 
Mstep: Class 13 contains 31899 members 
Mstep: Class 14 contains 27857 members 
Mstep: Class 15 contains 47572 members 
Mstep: Class 16 contains 35625 members 
Mstep: Class 17 contains 31838 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38708 members 
Mstep: Class 21 contains 34849 members 
Mstep: Class 22 contains 25202 members 
Mstep: Class 23 contains 38048 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 31493 members 
Mstep: Class 26 contains 31836 members 
Mstep: Class 27 contains 568 members 
Mstep: Class 28 contains 23812 members 
Mstep: Class 29 contains 33027 members 
Mstep: Class 30 contains 32153 members 
Mstep: Class 31 contains 50410 members 
Mstep: Class 32 contains 34460 members 
Mstep: Class 33 contains 32066 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 38788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177342384.000000 Penalty: 119235.875000
Iteration 43Q: 36 clusters Score -1.773424e+08 nChanged 30326
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 33243 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 32004 members 
Mstep: Class 5 contains 35190 members 
Mstep: Class 6 contains 32007 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 32906 members 
Mstep: Class 9 contains 31604 members 
Mstep: Class 10 contains 1698 members 
Mstep: Class 11 contains 24956 members 
Mstep: Class 12 contains 31595 members 
Mstep: Class 13 contains 31707 members 
Mstep: Class 14 contains 28188 members 
Mstep: Class 15 contains 45869 members 
Mstep: Class 16 contains 35951 members 
Mstep: Class 17 contains 31949 members 
Mstep: Class 18 contains 28341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38676 members 
Mstep: Class 21 contains 35230 members 
Mstep: Class 22 contains 24690 members 
Mstep: Class 23 contains 36805 members 
Mstep: Class 24 contains 4534 members 
Mstep: Class 25 contains 31564 members 
Mstep: Class 26 contains 31487 members 
Mstep: Class 27 contains 565 members 
Mstep: Class 28 contains 24240 members 
Mstep: Class 29 contains 33070 members 
Mstep: Class 30 contains 32295 members 
Mstep: Class 31 contains 53259 members 
Mstep: Class 32 contains 34081 members 
Mstep: Class 33 contains 32458 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 40969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177345040.000000 Penalty: 119235.875000
Iteration 44Q: 36 clusters Score -1.77345e+08 nChanged 29131
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32426 members 
Mstep: Class 3 contains 8847 members 
Mstep: Class 4 contains 32426 members 
Mstep: Class 5 contains 34151 members 
Mstep: Class 6 contains 31780 members 
Mstep: Class 7 contains 780 members 
Mstep: Class 8 contains 32313 members 
Mstep: Class 9 contains 31667 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 24993 members 
Mstep: Class 12 contains 31537 members 
Mstep: Class 13 contains 31554 members 
Mstep: Class 14 contains 28407 members 
Mstep: Class 15 contains 44657 members 
Mstep: Class 16 contains 36452 members 
Mstep: Class 17 contains 32031 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38629 members 
Mstep: Class 21 contains 35488 members 
Mstep: Class 22 contains 24306 members 
Mstep: Class 23 contains 36074 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 31687 members 
Mstep: Class 26 contains 31288 members 
Mstep: Class 27 contains 563 members 
Mstep: Class 28 contains 24702 members 
Mstep: Class 29 contains 32979 members 
Mstep: Class 30 contains 32441 members 
Mstep: Class 31 contains 54186 members 
Mstep: Class 32 contains 33877 members 
Mstep: Class 33 contains 32580 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 43081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177344592.000000 Penalty: 119235.875000
Iteration 45Q: 36 clusters Score -1.773446e+08 nChanged 26513
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 32064 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 32884 members 
Mstep: Class 5 contains 33180 members 
Mstep: Class 6 contains 31612 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 31615 members 
Mstep: Class 9 contains 31760 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 25320 members 
Mstep: Class 12 contains 31526 members 
Mstep: Class 13 contains 31431 members 
Mstep: Class 14 contains 28621 members 
Mstep: Class 15 contains 43826 members 
Mstep: Class 16 contains 36791 members 
Mstep: Class 17 contains 32230 members 
Mstep: Class 18 contains 28936 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38410 members 
Mstep: Class 21 contains 35740 members 
Mstep: Class 22 contains 23997 members 
Mstep: Class 23 contains 35498 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 32070 members 
Mstep: Class 26 contains 31225 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 25162 members 
Mstep: Class 29 contains 32956 members 
Mstep: Class 30 contains 32634 members 
Mstep: Class 31 contains 53516 members 
Mstep: Class 32 contains 33648 members 
Mstep: Class 33 contains 32604 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 45131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177344352.000000 Penalty: 119235.875000
Iteration 46Q: 36 clusters Score -1.773444e+08 nChanged 23728
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 31803 members 
Mstep: Class 3 contains 8663 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 32249 members 
Mstep: Class 6 contains 31422 members 
Mstep: Class 7 contains 799 members 
Mstep: Class 8 contains 30906 members 
Mstep: Class 9 contains 31732 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 25855 members 
Mstep: Class 12 contains 31511 members 
Mstep: Class 13 contains 31351 members 
Mstep: Class 14 contains 28727 members 
Mstep: Class 15 contains 43007 members 
Mstep: Class 16 contains 36778 members 
Mstep: Class 17 contains 32423 members 
Mstep: Class 18 contains 29118 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38032 members 
Mstep: Class 21 contains 36051 members 
Mstep: Class 22 contains 23994 members 
Mstep: Class 23 contains 34998 members 
Mstep: Class 24 contains 4702 members 
Mstep: Class 25 contains 32532 members 
Mstep: Class 26 contains 31137 members 
Mstep: Class 27 contains 554 members 
Mstep: Class 28 contains 25670 members 
Mstep: Class 29 contains 33029 members 
Mstep: Class 30 contains 32860 members 
Mstep: Class 31 contains 52762 members 
Mstep: Class 32 contains 33519 members 
Mstep: Class 33 contains 32419 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 47191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177346320.000000 Penalty: 119235.875000
Iteration 47Q: 36 clusters Score -1.773463e+08 nChanged 21944
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 31614 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 33890 members 
Mstep: Class 5 contains 31241 members 
Mstep: Class 6 contains 31234 members 
Mstep: Class 7 contains 806 members 
Mstep: Class 8 contains 30503 members 
Mstep: Class 9 contains 31684 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 26544 members 
Mstep: Class 12 contains 31524 members 
Mstep: Class 13 contains 31316 members 
Mstep: Class 14 contains 28708 members 
Mstep: Class 15 contains 42146 members 
Mstep: Class 16 contains 36592 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 29204 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 37959 members 
Mstep: Class 21 contains 36057 members 
Mstep: Class 22 contains 24122 members 
Mstep: Class 23 contains 34549 members 
Mstep: Class 24 contains 4729 members 
Mstep: Class 25 contains 32823 members 
Mstep: Class 26 contains 31105 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 26105 members 
Mstep: Class 29 contains 33039 members 
Mstep: Class 30 contains 33032 members 
Mstep: Class 31 contains 52061 members 
Mstep: Class 32 contains 33429 members 
Mstep: Class 33 contains 32295 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 49126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177345568.000000 Penalty: 119235.875000
Iteration 48Q: 36 clusters Score -1.773456e+08 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 31541 members 
Mstep: Class 3 contains 8486 members 
Mstep: Class 4 contains 34364 members 
Mstep: Class 5 contains 30178 members 
Mstep: Class 6 contains 31037 members 
Mstep: Class 7 contains 816 members 
Mstep: Class 8 contains 30283 members 
Mstep: Class 9 contains 31660 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 27220 members 
Mstep: Class 12 contains 31532 members 
Mstep: Class 13 contains 31295 members 
Mstep: Class 14 contains 28664 members 
Mstep: Class 15 contains 41371 members 
Mstep: Class 16 contains 36314 members 
Mstep: Class 17 contains 32750 members 
Mstep: Class 18 contains 29280 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38161 members 
Mstep: Class 21 contains 35742 members 
Mstep: Class 22 contains 24383 members 
Mstep: Class 23 contains 34186 members 
Mstep: Class 24 contains 4750 members 
Mstep: Class 25 contains 32996 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 551 members 
Mstep: Class 28 contains 26626 members 
Mstep: Class 29 contains 33110 members 
Mstep: Class 30 contains 33227 members 
Mstep: Class 31 contains 51491 members 
Mstep: Class 32 contains 33421 members 
Mstep: Class 33 contains 32075 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 50651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177344240.000000 Penalty: 119235.875000
Iteration 49Q: 36 clusters Score -1.773442e+08 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 31536 members 
Mstep: Class 3 contains 8399 members 
Mstep: Class 4 contains 34780 members 
Mstep: Class 5 contains 29207 members 
Mstep: Class 6 contains 30823 members 
Mstep: Class 7 contains 827 members 
Mstep: Class 8 contains 30185 members 
Mstep: Class 9 contains 31583 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 27861 members 
Mstep: Class 12 contains 31585 members 
Mstep: Class 13 contains 31356 members 
Mstep: Class 14 contains 28522 members 
Mstep: Class 15 contains 40792 members 
Mstep: Class 16 contains 35998 members 
Mstep: Class 17 contains 32903 members 
Mstep: Class 18 contains 29390 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38552 members 
Mstep: Class 21 contains 35290 members 
Mstep: Class 22 contains 24782 members 
Mstep: Class 23 contains 33891 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 33259 members 
Mstep: Class 26 contains 30994 members 
Mstep: Class 27 contains 546 members 
Mstep: Class 28 contains 27260 members 
Mstep: Class 29 contains 33281 members 
Mstep: Class 30 contains 33353 members 
Mstep: Class 31 contains 51026 members 
Mstep: Class 32 contains 33401 members 
Mstep: Class 33 contains 31878 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 51162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177340624.000000 Penalty: 119235.875000
Iteration 50Q: 36 clusters Score -1.773406e+08 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 31526 members 
Mstep: Class 3 contains 8332 members 
Mstep: Class 4 contains 35083 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 30767 members 
Mstep: Class 7 contains 832 members 
Mstep: Class 8 contains 29969 members 
Mstep: Class 9 contains 31551 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 28593 members 
Mstep: Class 12 contains 31626 members 
Mstep: Class 13 contains 31489 members 
Mstep: Class 14 contains 28373 members 
Mstep: Class 15 contains 40208 members 
Mstep: Class 16 contains 35600 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 29443 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38860 members 
Mstep: Class 21 contains 34867 members 
Mstep: Class 22 contains 25304 members 
Mstep: Class 23 contains 33555 members 
Mstep: Class 24 contains 4788 members 
Mstep: Class 25 contains 33876 members 
Mstep: Class 26 contains 30953 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 27937 members 
Mstep: Class 29 contains 33335 members 
Mstep: Class 30 contains 33578 members 
Mstep: Class 31 contains 50690 members 
Mstep: Class 32 contains 33429 members 
Mstep: Class 33 contains 31551 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 50997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177338016.000000 Penalty: 119235.875000
Iteration 51Q: 36 clusters Score -1.77338e+08 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31519 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 4 contains 35208 members 
Mstep: Class 5 contains 27906 members 
Mstep: Class 6 contains 30699 members 
Mstep: Class 7 contains 840 members 
Mstep: Class 8 contains 29666 members 
Mstep: Class 9 contains 31501 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29129 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 31636 members 
Mstep: Class 14 contains 28188 members 
Mstep: Class 15 contains 39631 members 
Mstep: Class 16 contains 35165 members 
Mstep: Class 17 contains 33212 members 
Mstep: Class 18 contains 29521 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38983 members 
Mstep: Class 21 contains 34582 members 
Mstep: Class 22 contains 26012 members 
Mstep: Class 23 contains 33417 members 
Mstep: Class 24 contains 4799 members 
Mstep: Class 25 contains 34670 members 
Mstep: Class 26 contains 31030 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 28453 members 
Mstep: Class 29 contains 33413 members 
Mstep: Class 30 contains 33888 members 
Mstep: Class 31 contains 50268 members 
Mstep: Class 32 contains 33419 members 
Mstep: Class 33 contains 31304 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 50622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177335680.000000 Penalty: 119235.875000
Iteration 52Q: 36 clusters Score -1.773357e+08 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 31449 members 
Mstep: Class 3 contains 8242 members 
Mstep: Class 4 contains 35247 members 
Mstep: Class 5 contains 27486 members 
Mstep: Class 6 contains 30668 members 
Mstep: Class 7 contains 850 members 
Mstep: Class 8 contains 29277 members 
Mstep: Class 9 contains 31392 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 12 contains 31767 members 
Mstep: Class 13 contains 31785 members 
Mstep: Class 14 contains 28040 members 
Mstep: Class 15 contains 39062 members 
Mstep: Class 16 contains 34669 members 
Mstep: Class 17 contains 33343 members 
Mstep: Class 18 contains 29660 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38987 members 
Mstep: Class 21 contains 34451 members 
Mstep: Class 22 contains 26766 members 
Mstep: Class 23 contains 33287 members 
Mstep: Class 24 contains 4814 members 
Mstep: Class 25 contains 35684 members 
Mstep: Class 26 contains 31158 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 28863 members 
Mstep: Class 29 contains 33569 members 
Mstep: Class 30 contains 34184 members 
Mstep: Class 31 contains 49884 members 
Mstep: Class 32 contains 33487 members 
Mstep: Class 33 contains 31089 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 50020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177335136.000000 Penalty: 119235.875000
Iteration 53Q: 36 clusters Score -1.773351e+08 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31254 members 
Mstep: Class 3 contains 8193 members 
Mstep: Class 4 contains 35248 members 
Mstep: Class 5 contains 27214 members 
Mstep: Class 6 contains 30688 members 
Mstep: Class 7 contains 861 members 
Mstep: Class 8 contains 28790 members 
Mstep: Class 9 contains 31337 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29676 members 
Mstep: Class 12 contains 31797 members 
Mstep: Class 13 contains 31967 members 
Mstep: Class 14 contains 27838 members 
Mstep: Class 15 contains 38461 members 
Mstep: Class 16 contains 34173 members 
Mstep: Class 17 contains 33428 members 
Mstep: Class 18 contains 29793 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38834 members 
Mstep: Class 21 contains 34335 members 
Mstep: Class 22 contains 27689 members 
Mstep: Class 23 contains 33164 members 
Mstep: Class 24 contains 4831 members 
Mstep: Class 25 contains 36837 members 
Mstep: Class 26 contains 31317 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 29191 members 
Mstep: Class 29 contains 33802 members 
Mstep: Class 30 contains 34466 members 
Mstep: Class 31 contains 49534 members 
Mstep: Class 32 contains 33546 members 
Mstep: Class 33 contains 30972 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 49454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334448.000000 Penalty: 119235.875000
Iteration 54Q: 36 clusters Score -1.773344e+08 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 31021 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 35182 members 
Mstep: Class 5 contains 27019 members 
Mstep: Class 6 contains 30721 members 
Mstep: Class 7 contains 869 members 
Mstep: Class 8 contains 28391 members 
Mstep: Class 9 contains 31288 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29825 members 
Mstep: Class 12 contains 31879 members 
Mstep: Class 13 contains 32143 members 
Mstep: Class 14 contains 27701 members 
Mstep: Class 15 contains 37884 members 
Mstep: Class 16 contains 33735 members 
Mstep: Class 17 contains 33531 members 
Mstep: Class 18 contains 29927 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38591 members 
Mstep: Class 21 contains 34204 members 
Mstep: Class 22 contains 28679 members 
Mstep: Class 23 contains 33085 members 
Mstep: Class 24 contains 4839 members 
Mstep: Class 25 contains 37850 members 
Mstep: Class 26 contains 31438 members 
Mstep: Class 27 contains 529 members 
Mstep: Class 28 contains 29388 members 
Mstep: Class 29 contains 33960 members 
Mstep: Class 30 contains 34766 members 
Mstep: Class 31 contains 49181 members 
Mstep: Class 32 contains 33602 members 
Mstep: Class 33 contains 30798 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 49045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177333552.000000 Penalty: 119235.875000
Iteration 55Q: 36 clusters Score -1.773336e+08 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 30887 members 
Mstep: Class 3 contains 8126 members 
Mstep: Class 4 contains 35045 members 
Mstep: Class 5 contains 26942 members 
Mstep: Class 6 contains 30744 members 
Mstep: Class 7 contains 872 members 
Mstep: Class 8 contains 27957 members 
Mstep: Class 9 contains 31216 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29893 members 
Mstep: Class 12 contains 31997 members 
Mstep: Class 13 contains 32334 members 
Mstep: Class 14 contains 27588 members 
Mstep: Class 15 contains 37270 members 
Mstep: Class 16 contains 33346 members 
Mstep: Class 17 contains 33581 members 
Mstep: Class 18 contains 30019 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 38272 members 
Mstep: Class 21 contains 34089 members 
Mstep: Class 22 contains 29699 members 
Mstep: Class 23 contains 33022 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 38832 members 
Mstep: Class 26 contains 31513 members 
Mstep: Class 27 contains 525 members 
Mstep: Class 28 contains 29461 members 
Mstep: Class 29 contains 34109 members 
Mstep: Class 30 contains 35060 members 
Mstep: Class 31 contains 48962 members 
Mstep: Class 32 contains 33679 members 
Mstep: Class 33 contains 30699 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177332400.000000 Penalty: 119235.875000
Iteration 56Q: 36 clusters Score -1.773324e+08 nChanged 14857
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30788 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 34872 members 
Mstep: Class 5 contains 26921 members 
Mstep: Class 6 contains 30671 members 
Mstep: Class 7 contains 876 members 
Mstep: Class 8 contains 27507 members 
Mstep: Class 9 contains 31164 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29802 members 
Mstep: Class 12 contains 32090 members 
Mstep: Class 13 contains 32501 members 
Mstep: Class 14 contains 27477 members 
Mstep: Class 15 contains 36683 members 
Mstep: Class 16 contains 33070 members 
Mstep: Class 17 contains 33633 members 
Mstep: Class 18 contains 30115 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 37951 members 
Mstep: Class 21 contains 34015 members 
Mstep: Class 22 contains 30896 members 
Mstep: Class 23 contains 32969 members 
Mstep: Class 24 contains 4875 members 
Mstep: Class 25 contains 39844 members 
Mstep: Class 26 contains 31638 members 
Mstep: Class 27 contains 524 members 
Mstep: Class 28 contains 29505 members 
Mstep: Class 29 contains 34321 members 
Mstep: Class 30 contains 35361 members 
Mstep: Class 31 contains 48522 members 
Mstep: Class 32 contains 33740 members 
Mstep: Class 33 contains 30592 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334032.000000 Penalty: 119235.875000
Iteration 57Q: 36 clusters Score -1.77334e+08 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 30585 members 
Mstep: Class 3 contains 8030 members 
Mstep: Class 4 contains 34653 members 
Mstep: Class 5 contains 26967 members 
Mstep: Class 6 contains 30649 members 
Mstep: Class 7 contains 878 members 
Mstep: Class 8 contains 27080 members 
Mstep: Class 9 contains 31079 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 12 contains 32196 members 
Mstep: Class 13 contains 32654 members 
Mstep: Class 14 contains 27444 members 
Mstep: Class 15 contains 36087 members 
Mstep: Class 16 contains 32775 members 
Mstep: Class 17 contains 33711 members 
Mstep: Class 18 contains 30143 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 37574 members 
Mstep: Class 21 contains 33970 members 
Mstep: Class 22 contains 32158 members 
Mstep: Class 23 contains 32947 members 
Mstep: Class 24 contains 4886 members 
Mstep: Class 25 contains 40806 members 
Mstep: Class 26 contains 31733 members 
Mstep: Class 27 contains 523 members 
Mstep: Class 28 contains 29499 members 
Mstep: Class 29 contains 34420 members 
Mstep: Class 30 contains 35676 members 
Mstep: Class 31 contains 48264 members 
Mstep: Class 32 contains 33793 members 
Mstep: Class 33 contains 30492 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 47781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334752.000000 Penalty: 119235.875000
Iteration 58Q: 36 clusters Score -1.773348e+08 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30407 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 34379 members 
Mstep: Class 5 contains 27092 members 
Mstep: Class 6 contains 30636 members 
Mstep: Class 7 contains 881 members 
Mstep: Class 8 contains 26718 members 
Mstep: Class 9 contains 31046 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29714 members 
Mstep: Class 12 contains 32283 members 
Mstep: Class 13 contains 32807 members 
Mstep: Class 14 contains 27396 members 
Mstep: Class 15 contains 35535 members 
Mstep: Class 16 contains 32446 members 
Mstep: Class 17 contains 33734 members 
Mstep: Class 18 contains 30172 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 37130 members 
Mstep: Class 21 contains 33930 members 
Mstep: Class 22 contains 33408 members 
Mstep: Class 23 contains 32922 members 
Mstep: Class 24 contains 4892 members 
Mstep: Class 25 contains 41644 members 
Mstep: Class 26 contains 31806 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 29515 members 
Mstep: Class 29 contains 34511 members 
Mstep: Class 30 contains 35973 members 
Mstep: Class 31 contains 48051 members 
Mstep: Class 32 contains 33839 members 
Mstep: Class 33 contains 30350 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 47500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334864.000000 Penalty: 119235.875000
Iteration 59Q: 36 clusters Score -1.773349e+08 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 30150 members 
Mstep: Class 3 contains 7962 members 
Mstep: Class 4 contains 34046 members 
Mstep: Class 5 contains 27245 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 26287 members 
Mstep: Class 9 contains 30993 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29692 members 
Mstep: Class 12 contains 32380 members 
Mstep: Class 13 contains 32961 members 
Mstep: Class 14 contains 27429 members 
Mstep: Class 15 contains 35010 members 
Mstep: Class 16 contains 32181 members 
Mstep: Class 17 contains 33808 members 
Mstep: Class 18 contains 30193 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 36652 members 
Mstep: Class 21 contains 33886 members 
Mstep: Class 22 contains 34778 members 
Mstep: Class 23 contains 32956 members 
Mstep: Class 24 contains 4911 members 
Mstep: Class 25 contains 42578 members 
Mstep: Class 26 contains 31862 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 29461 members 
Mstep: Class 29 contains 34577 members 
Mstep: Class 30 contains 36160 members 
Mstep: Class 31 contains 47819 members 
Mstep: Class 32 contains 33846 members 
Mstep: Class 33 contains 30206 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 47170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177336384.000000 Penalty: 119235.875000
Iteration 60F: 36 clusters Score -1.773364e+08 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29757 members 
Mstep: Class 3 contains 7929 members 
Mstep: Class 4 contains 33656 members 
Mstep: Class 5 contains 27296 members 
Mstep: Class 6 contains 30648 members 
Mstep: Class 7 contains 886 members 
Mstep: Class 8 contains 25837 members 
Mstep: Class 9 contains 30960 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 29630 members 
Mstep: Class 12 contains 32466 members 
Mstep: Class 13 contains 33049 members 
Mstep: Class 14 contains 27431 members 
Mstep: Class 15 contains 34446 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 17 contains 33880 members 
Mstep: Class 18 contains 30253 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 36038 members 
Mstep: Class 21 contains 33738 members 
Mstep: Class 22 contains 36365 members 
Mstep: Class 23 contains 32924 members 
Mstep: Class 24 contains 4922 members 
Mstep: Class 25 contains 43524 members 
Mstep: Class 26 contains 31942 members 
Mstep: Class 27 contains 526 members 
Mstep: Class 28 contains 29489 members 
Mstep: Class 29 contains 34669 members 
Mstep: Class 30 contains 36339 members 
Mstep: Class 31 contains 48087 members 
Mstep: Class 32 contains 33815 members 
Mstep: Class 33 contains 30044 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177335936.000000 Penalty: 119235.875000
Iteration 61Q: 36 clusters Score -1.773359e+08 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29499 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 33233 members 
Mstep: Class 5 contains 27398 members 
Mstep: Class 6 contains 30676 members 
Mstep: Class 7 contains 887 members 
Mstep: Class 8 contains 25419 members 
Mstep: Class 9 contains 30936 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 29517 members 
Mstep: Class 12 contains 32541 members 
Mstep: Class 13 contains 33189 members 
Mstep: Class 14 contains 27506 members 
Mstep: Class 15 contains 33956 members 
Mstep: Class 16 contains 31712 members 
Mstep: Class 17 contains 33898 members 
Mstep: Class 18 contains 30318 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 35437 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 37865 members 
Mstep: Class 23 contains 32990 members 
Mstep: Class 24 contains 4927 members 
Mstep: Class 25 contains 44438 members 
Mstep: Class 26 contains 32018 members 
Mstep: Class 27 contains 528 members 
Mstep: Class 28 contains 29528 members 
Mstep: Class 29 contains 34706 members 
Mstep: Class 30 contains 36518 members 
Mstep: Class 31 contains 47709 members 
Mstep: Class 32 contains 33798 members 
Mstep: Class 33 contains 29961 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177336480.000000 Penalty: 119235.875000
Iteration 62Q: 36 clusters Score -1.773365e+08 nChanged 13648
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 29244 members 
Mstep: Class 3 contains 7894 members 
Mstep: Class 4 contains 32652 members 
Mstep: Class 5 contains 27556 members 
Mstep: Class 6 contains 30714 members 
Mstep: Class 7 contains 890 members 
Mstep: Class 8 contains 25122 members 
Mstep: Class 9 contains 30930 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 12 contains 32638 members 
Mstep: Class 13 contains 33300 members 
Mstep: Class 14 contains 27627 members 
Mstep: Class 15 contains 33404 members 
Mstep: Class 16 contains 31414 members 
Mstep: Class 17 contains 33917 members 
Mstep: Class 18 contains 30372 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 34913 members 
Mstep: Class 21 contains 33540 members 
Mstep: Class 22 contains 39451 members 
Mstep: Class 23 contains 32976 members 
Mstep: Class 24 contains 4938 members 
Mstep: Class 25 contains 45270 members 
Mstep: Class 26 contains 31967 members 
Mstep: Class 27 contains 531 members 
Mstep: Class 28 contains 29562 members 
Mstep: Class 29 contains 34778 members 
Mstep: Class 30 contains 36707 members 
Mstep: Class 31 contains 47396 members 
Mstep: Class 32 contains 33778 members 
Mstep: Class 33 contains 29897 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177337456.000000 Penalty: 119235.875000
Iteration 63Q: 36 clusters Score -1.773375e+08 nChanged 13405
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 29058 members 
Mstep: Class 3 contains 7903 members 
Mstep: Class 4 contains 32047 members 
Mstep: Class 5 contains 27757 members 
Mstep: Class 6 contains 30720 members 
Mstep: Class 7 contains 892 members 
Mstep: Class 8 contains 24959 members 
Mstep: Class 9 contains 30955 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 29189 members 
Mstep: Class 12 contains 32699 members 
Mstep: Class 13 contains 33365 members 
Mstep: Class 14 contains 27793 members 
Mstep: Class 15 contains 32853 members 
Mstep: Class 16 contains 31083 members 
Mstep: Class 17 contains 33877 members 
Mstep: Class 18 contains 30375 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 34359 members 
Mstep: Class 21 contains 33364 members 
Mstep: Class 22 contains 41067 members 
Mstep: Class 23 contains 33015 members 
Mstep: Class 24 contains 4958 members 
Mstep: Class 25 contains 45986 members 
Mstep: Class 26 contains 32038 members 
Mstep: Class 27 contains 532 members 
Mstep: Class 28 contains 29604 members 
Mstep: Class 29 contains 34832 members 
Mstep: Class 30 contains 36858 members 
Mstep: Class 31 contains 47236 members 
Mstep: Class 32 contains 33764 members 
Mstep: Class 33 contains 29797 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177336384.000000 Penalty: 119235.875000
Iteration 64Q: 36 clusters Score -1.773364e+08 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28924 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 31439 members 
Mstep: Class 5 contains 27951 members 
Mstep: Class 6 contains 30687 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 25016 members 
Mstep: Class 9 contains 30984 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 29097 members 
Mstep: Class 12 contains 32750 members 
Mstep: Class 13 contains 33397 members 
Mstep: Class 14 contains 27991 members 
Mstep: Class 15 contains 32342 members 
Mstep: Class 16 contains 30768 members 
Mstep: Class 17 contains 33848 members 
Mstep: Class 18 contains 30372 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 33816 members 
Mstep: Class 21 contains 33129 members 
Mstep: Class 22 contains 42739 members 
Mstep: Class 23 contains 33038 members 
Mstep: Class 24 contains 4971 members 
Mstep: Class 25 contains 46384 members 
Mstep: Class 26 contains 32074 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 29625 members 
Mstep: Class 29 contains 34828 members 
Mstep: Class 30 contains 37021 members 
Mstep: Class 31 contains 47012 members 
Mstep: Class 32 contains 33769 members 
Mstep: Class 33 contains 29738 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177335104.000000 Penalty: 119235.875000
Iteration 65Q: 36 clusters Score -1.773351e+08 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28862 members 
Mstep: Class 3 contains 7913 members 
Mstep: Class 4 contains 30760 members 
Mstep: Class 5 contains 28197 members 
Mstep: Class 6 contains 30651 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 30999 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28988 members 
Mstep: Class 12 contains 32771 members 
Mstep: Class 13 contains 33459 members 
Mstep: Class 14 contains 28205 members 
Mstep: Class 15 contains 31927 members 
Mstep: Class 16 contains 30489 members 
Mstep: Class 17 contains 33825 members 
Mstep: Class 18 contains 30336 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 33211 members 
Mstep: Class 21 contains 33019 members 
Mstep: Class 22 contains 44227 members 
Mstep: Class 23 contains 33059 members 
Mstep: Class 24 contains 4995 members 
Mstep: Class 25 contains 46505 members 
Mstep: Class 26 contains 32086 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 29693 members 
Mstep: Class 29 contains 34880 members 
Mstep: Class 30 contains 37145 members 
Mstep: Class 31 contains 46870 members 
Mstep: Class 32 contains 33742 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177335072.000000 Penalty: 119235.875000
Iteration 66Q: 36 clusters Score -1.773351e+08 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28875 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 30071 members 
Mstep: Class 5 contains 28463 members 
Mstep: Class 6 contains 30605 members 
Mstep: Class 7 contains 897 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 30982 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28944 members 
Mstep: Class 12 contains 32801 members 
Mstep: Class 13 contains 33482 members 
Mstep: Class 14 contains 28472 members 
Mstep: Class 15 contains 31576 members 
Mstep: Class 16 contains 30189 members 
Mstep: Class 17 contains 33837 members 
Mstep: Class 18 contains 30343 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 32640 members 
Mstep: Class 21 contains 32956 members 
Mstep: Class 22 contains 45495 members 
Mstep: Class 23 contains 33008 members 
Mstep: Class 24 contains 5019 members 
Mstep: Class 25 contains 46576 members 
Mstep: Class 26 contains 32049 members 
Mstep: Class 27 contains 544 members 
Mstep: Class 28 contains 29755 members 
Mstep: Class 29 contains 34961 members 
Mstep: Class 30 contains 37245 members 
Mstep: Class 31 contains 46789 members 
Mstep: Class 32 contains 33716 members 
Mstep: Class 33 contains 29638 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177334608.000000 Penalty: 119235.875000
Iteration 67Q: 36 clusters Score -1.773346e+08 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 28981 members 
Mstep: Class 3 contains 7926 members 
Mstep: Class 4 contains 29571 members 
Mstep: Class 5 contains 28628 members 
Mstep: Class 6 contains 30570 members 
Mstep: Class 7 contains 899 members 
Mstep: Class 8 contains 25311 members 
Mstep: Class 9 contains 30979 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28901 members 
Mstep: Class 12 contains 32833 members 
Mstep: Class 13 contains 33546 members 
Mstep: Class 14 contains 28761 members 
Mstep: Class 15 contains 31204 members 
Mstep: Class 16 contains 29981 members 
Mstep: Class 17 contains 33849 members 
Mstep: Class 18 contains 30371 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 32139 members 
Mstep: Class 21 contains 32817 members 
Mstep: Class 22 contains 46760 members 
Mstep: Class 23 contains 32987 members 
Mstep: Class 24 contains 5038 members 
Mstep: Class 25 contains 46536 members 
Mstep: Class 26 contains 32018 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 29771 members 
Mstep: Class 29 contains 35004 members 
Mstep: Class 30 contains 37302 members 
Mstep: Class 31 contains 46710 members 
Mstep: Class 32 contains 33658 members 
Mstep: Class 33 contains 29572 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 46102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177336864.000000 Penalty: 119235.875000
Iteration 68Q: 36 clusters Score -1.773369e+08 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 29066 members 
Mstep: Class 3 contains 7921 members 
Mstep: Class 4 contains 29292 members 
Mstep: Class 5 contains 28596 members 
Mstep: Class 6 contains 30541 members 
Mstep: Class 7 contains 901 members 
Mstep: Class 8 contains 25483 members 
Mstep: Class 9 contains 30973 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28755 members 
Mstep: Class 12 contains 32861 members 
Mstep: Class 13 contains 33573 members 
Mstep: Class 14 contains 29049 members 
Mstep: Class 15 contains 30802 members 
Mstep: Class 16 contains 29799 members 
Mstep: Class 17 contains 33848 members 
Mstep: Class 18 contains 30353 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 31730 members 
Mstep: Class 21 contains 32413 members 
Mstep: Class 22 contains 48843 members 
Mstep: Class 23 contains 32933 members 
Mstep: Class 24 contains 5041 members 
Mstep: Class 25 contains 46274 members 
Mstep: Class 26 contains 32057 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 29802 members 
Mstep: Class 29 contains 34991 members 
Mstep: Class 30 contains 37417 members 
Mstep: Class 31 contains 46510 members 
Mstep: Class 32 contains 33605 members 
Mstep: Class 33 contains 29564 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 45732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177339968.000000 Penalty: 119235.875000
Iteration 69Q: 36 clusters Score -1.7734e+08 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29143 members 
Mstep: Class 3 contains 7911 members 
Mstep: Class 4 contains 29329 members 
Mstep: Class 5 contains 28079 members 
Mstep: Class 6 contains 30509 members 
Mstep: Class 7 contains 902 members 
Mstep: Class 8 contains 25716 members 
Mstep: Class 9 contains 30946 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28511 members 
Mstep: Class 12 contains 32860 members 
Mstep: Class 13 contains 33564 members 
Mstep: Class 14 contains 29334 members 
Mstep: Class 15 contains 30334 members 
Mstep: Class 16 contains 29653 members 
Mstep: Class 17 contains 33865 members 
Mstep: Class 18 contains 30357 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 31354 members 
Mstep: Class 21 contains 31506 members 
Mstep: Class 22 contains 52821 members 
Mstep: Class 23 contains 32901 members 
Mstep: Class 24 contains 5042 members 
Mstep: Class 25 contains 45708 members 
Mstep: Class 26 contains 31982 members 
Mstep: Class 27 contains 544 members 
Mstep: Class 28 contains 29832 members 
Mstep: Class 29 contains 35001 members 
Mstep: Class 30 contains 37561 members 
Mstep: Class 31 contains 46213 members 
Mstep: Class 32 contains 33571 members 
Mstep: Class 33 contains 29530 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 44692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177340352.000000 Penalty: 119235.875000
Iteration 70Q: 36 clusters Score -1.773404e+08 nChanged 22021
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 29349 members 
Mstep: Class 3 contains 7882 members 
Mstep: Class 4 contains 29726 members 
Mstep: Class 5 contains 26810 members 
Mstep: Class 6 contains 30491 members 
Mstep: Class 7 contains 904 members 
Mstep: Class 8 contains 26200 members 
Mstep: Class 9 contains 30903 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28217 members 
Mstep: Class 12 contains 32874 members 
Mstep: Class 13 contains 33560 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 29798 members 
Mstep: Class 16 contains 29570 members 
Mstep: Class 17 contains 33916 members 
Mstep: Class 18 contains 30427 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 31031 members 
Mstep: Class 21 contains 29976 members 
Mstep: Class 22 contains 58370 members 
Mstep: Class 23 contains 32875 members 
Mstep: Class 24 contains 5026 members 
Mstep: Class 25 contains 44876 members 
Mstep: Class 26 contains 31901 members 
Mstep: Class 27 contains 543 members 
Mstep: Class 28 contains 29910 members 
Mstep: Class 29 contains 35047 members 
Mstep: Class 30 contains 37666 members 
Mstep: Class 31 contains 45794 members 
Mstep: Class 32 contains 33515 members 
Mstep: Class 33 contains 29467 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 42910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177329536.000000 Penalty: 119235.875000
Iteration 71Q: 36 clusters Score -1.773295e+08 nChanged 25902
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29908 members 
Mstep: Class 3 contains 7820 members 
Mstep: Class 4 contains 30075 members 
Mstep: Class 5 contains 25773 members 
Mstep: Class 6 contains 30497 members 
Mstep: Class 7 contains 905 members 
Mstep: Class 8 contains 26735 members 
Mstep: Class 9 contains 30884 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28409 members 
Mstep: Class 12 contains 32874 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 30436 members 
Mstep: Class 15 contains 29581 members 
Mstep: Class 16 contains 29428 members 
Mstep: Class 17 contains 33957 members 
Mstep: Class 18 contains 30465 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 30773 members 
Mstep: Class 21 contains 28580 members 
Mstep: Class 22 contains 59282 members 
Mstep: Class 23 contains 32881 members 
Mstep: Class 24 contains 5027 members 
Mstep: Class 25 contains 45078 members 
Mstep: Class 26 contains 31831 members 
Mstep: Class 27 contains 543 members 
Mstep: Class 28 contains 29997 members 
Mstep: Class 29 contains 35027 members 
Mstep: Class 30 contains 37718 members 
Mstep: Class 31 contains 45963 members 
Mstep: Class 32 contains 33463 members 
Mstep: Class 33 contains 29450 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 42310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177322384.000000 Penalty: 119235.875000
Iteration 72Q: 36 clusters Score -1.773224e+08 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30213 members 
Mstep: Class 3 contains 7758 members 
Mstep: Class 4 contains 29996 members 
Mstep: Class 5 contains 26054 members 
Mstep: Class 6 contains 30498 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 26808 members 
Mstep: Class 9 contains 30847 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28687 members 
Mstep: Class 12 contains 32923 members 
Mstep: Class 13 contains 33665 members 
Mstep: Class 14 contains 30816 members 
Mstep: Class 15 contains 29627 members 
Mstep: Class 16 contains 29234 members 
Mstep: Class 17 contains 34017 members 
Mstep: Class 18 contains 30392 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 30334 members 
Mstep: Class 21 contains 28666 members 
Mstep: Class 22 contains 55586 members 
Mstep: Class 23 contains 32865 members 
Mstep: Class 24 contains 5082 members 
Mstep: Class 25 contains 46249 members 
Mstep: Class 26 contains 31768 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 29928 members 
Mstep: Class 29 contains 35017 members 
Mstep: Class 30 contains 37820 members 
Mstep: Class 31 contains 46300 members 
Mstep: Class 32 contains 33465 members 
Mstep: Class 33 contains 29448 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 43762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177326800.000000 Penalty: 119235.875000
Iteration 73Q: 36 clusters Score -1.773268e+08 nChanged 15670
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30167 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 29844 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 30466 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 26835 members 
Mstep: Class 9 contains 30861 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28672 members 
Mstep: Class 12 contains 32908 members 
Mstep: Class 13 contains 33744 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 29512 members 
Mstep: Class 16 contains 28987 members 
Mstep: Class 17 contains 34095 members 
Mstep: Class 18 contains 30328 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29855 members 
Mstep: Class 21 contains 29337 members 
Mstep: Class 22 contains 52956 members 
Mstep: Class 23 contains 32919 members 
Mstep: Class 24 contains 5089 members 
Mstep: Class 25 contains 46877 members 
Mstep: Class 26 contains 31751 members 
Mstep: Class 27 contains 541 members 
Mstep: Class 28 contains 29967 members 
Mstep: Class 29 contains 35029 members 
Mstep: Class 30 contains 37920 members 
Mstep: Class 31 contains 46228 members 
Mstep: Class 32 contains 33489 members 
Mstep: Class 33 contains 29385 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 45498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177330256.000000 Penalty: 119235.875000
Iteration 74Q: 36 clusters Score -1.773303e+08 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30010 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 26906 members 
Mstep: Class 6 contains 30431 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 26839 members 
Mstep: Class 9 contains 30862 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28585 members 
Mstep: Class 12 contains 32894 members 
Mstep: Class 13 contains 33775 members 
Mstep: Class 14 contains 30790 members 
Mstep: Class 15 contains 29266 members 
Mstep: Class 16 contains 28804 members 
Mstep: Class 17 contains 34114 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29412 members 
Mstep: Class 21 contains 29998 members 
Mstep: Class 22 contains 51415 members 
Mstep: Class 23 contains 32963 members 
Mstep: Class 24 contains 5086 members 
Mstep: Class 25 contains 47012 members 
Mstep: Class 26 contains 31808 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 30027 members 
Mstep: Class 29 contains 35054 members 
Mstep: Class 30 contains 38049 members 
Mstep: Class 31 contains 46047 members 
Mstep: Class 32 contains 33534 members 
Mstep: Class 33 contains 29320 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 47176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177331616.000000 Penalty: 119235.875000
Iteration 75Q: 36 clusters Score -1.773316e+08 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29863 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 29551 members 
Mstep: Class 5 contains 27226 members 
Mstep: Class 6 contains 30427 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 26855 members 
Mstep: Class 9 contains 30860 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28499 members 
Mstep: Class 12 contains 32865 members 
Mstep: Class 13 contains 33812 members 
Mstep: Class 14 contains 30679 members 
Mstep: Class 15 contains 29036 members 
Mstep: Class 16 contains 28605 members 
Mstep: Class 17 contains 34132 members 
Mstep: Class 18 contains 30269 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29333 members 
Mstep: Class 21 contains 30572 members 
Mstep: Class 22 contains 50396 members 
Mstep: Class 23 contains 33035 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 47047 members 
Mstep: Class 26 contains 31843 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 30135 members 
Mstep: Class 29 contains 35093 members 
Mstep: Class 30 contains 38161 members 
Mstep: Class 31 contains 45868 members 
Mstep: Class 32 contains 33548 members 
Mstep: Class 33 contains 29304 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177332384.000000 Penalty: 119235.875000
Iteration 76Q: 36 clusters Score -1.773324e+08 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29762 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 29479 members 
Mstep: Class 5 contains 27534 members 
Mstep: Class 6 contains 30406 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 26788 members 
Mstep: Class 9 contains 30846 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28452 members 
Mstep: Class 12 contains 32860 members 
Mstep: Class 13 contains 33834 members 
Mstep: Class 14 contains 30518 members 
Mstep: Class 15 contains 28827 members 
Mstep: Class 16 contains 28400 members 
Mstep: Class 17 contains 34181 members 
Mstep: Class 18 contains 30286 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29378 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 49729 members 
Mstep: Class 23 contains 33072 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 47155 members 
Mstep: Class 26 contains 31844 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 30193 members 
Mstep: Class 29 contains 35130 members 
Mstep: Class 30 contains 38284 members 
Mstep: Class 31 contains 45752 members 
Mstep: Class 32 contains 33568 members 
Mstep: Class 33 contains 29340 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177332448.000000 Penalty: 119235.875000
Iteration 77Q: 36 clusters Score -1.773324e+08 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29615 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 29385 members 
Mstep: Class 5 contains 27884 members 
Mstep: Class 6 contains 30450 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 26667 members 
Mstep: Class 9 contains 30820 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28473 members 
Mstep: Class 12 contains 32875 members 
Mstep: Class 13 contains 33856 members 
Mstep: Class 14 contains 30380 members 
Mstep: Class 15 contains 28686 members 
Mstep: Class 16 contains 28132 members 
Mstep: Class 17 contains 34207 members 
Mstep: Class 18 contains 30309 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29400 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 49164 members 
Mstep: Class 23 contains 33081 members 
Mstep: Class 24 contains 5080 members 
Mstep: Class 25 contains 47356 members 
Mstep: Class 26 contains 31866 members 
Mstep: Class 27 contains 535 members 
Mstep: Class 28 contains 30253 members 
Mstep: Class 29 contains 35160 members 
Mstep: Class 30 contains 38366 members 
Mstep: Class 31 contains 45764 members 
Mstep: Class 32 contains 33579 members 
Mstep: Class 33 contains 29386 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177332000.000000 Penalty: 119235.875000
Iteration 78Q: 36 clusters Score -1.77332e+08 nChanged 10731
Entering ConstructFrom: 
Score: -177332000.000000 Penalty: 119235.875000
Entering ConstructFrom: 
Trying to split cluster 1 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -286854.875000 Penalty: 1816.636963
	Iteration 0F: 2 clusters Score -286854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -284552.750000 Penalty: 3633.273926
	Iteration 0F: 3 clusters Score -284552.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -285159.468750 Penalty: 3633.273926
	Iteration 1F: 3 clusters Score -285159.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -285581.406250 Penalty: 3633.273926
	Iteration 2F: 3 clusters Score -285581.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -286219.093750 Penalty: 3633.273926
	Iteration 3F: 3 clusters Score -286219.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -287496.500000 Penalty: 3633.273926
	Iteration 4F: 3 clusters Score -287496.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -289176.750000 Penalty: 3633.273926
	Iteration 5F: 3 clusters Score -289176.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -290462.125000 Penalty: 3633.273926
	Iteration 6F: 3 clusters Score -290462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -290788.937500 Penalty: 3633.273926
	Iteration 7Q: 3 clusters Score -290788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -290796.156250 Penalty: 3633.273926
	Iteration 8Q: 3 clusters Score -290796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -290796.156250 Penalty: 3633.273926
	Iteration 9F: 3 clusters Score -290796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 30492 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 30786 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Entering Unmasked Estep 
Score: -177333792.000000 Penalty: 122642.609375
Splitting cluster 1 changes total score from -177332000.000000 to -177333792.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (29501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Entering Unmasked Estep 
Score: -5652937.000000 Penalty: 2552.460449
	Iteration 0F: 2 clusters Score -5652937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5633900.500000 Penalty: 5104.920898
	Iteration 0F: 3 clusters Score -5633900 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -5641196.000000 Penalty: 5104.920898
	Iteration 1F: 3 clusters Score -5641196 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5641729.000000 Penalty: 5104.920898
	Iteration 2F: 3 clusters Score -5641729 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5642170.000000 Penalty: 5104.920898
	Iteration 3Q: 3 clusters Score -5642170 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5642594.500000 Penalty: 5104.920898
	Iteration 4Q: 3 clusters Score -5642594 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -5643018.000000 Penalty: 5104.920898
	Iteration 5Q: 3 clusters Score -5643018 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5643517.500000 Penalty: 5104.920898
	Iteration 6Q: 3 clusters Score -5643518 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -5644183.500000 Penalty: 5104.920898
	Iteration 7Q: 3 clusters Score -5644184 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -5644958.500000 Penalty: 5104.920898
	Iteration 8Q: 3 clusters Score -5644958 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -5645809.500000 Penalty: 5104.920898
	Iteration 9F: 3 clusters Score -5645810 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -5646669.000000 Penalty: 5104.920898
	Iteration 10Q: 3 clusters Score -5646669 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -5647315.500000 Penalty: 5104.920898
	Iteration 11Q: 3 clusters Score -5647316 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -5647671.500000 Penalty: 5104.920898
	Iteration 12Q: 3 clusters Score -5647672 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -5647803.500000 Penalty: 5104.920898
	Iteration 13Q: 3 clusters Score -5647804 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5647847.000000 Penalty: 5104.920898
	Iteration 14Q: 3 clusters Score -5647847 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5647897.000000 Penalty: 5104.920898
	Iteration 15Q: 3 clusters Score -5647897 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5647932.500000 Penalty: 5104.920898
	Iteration 16Q: 3 clusters Score -5647932 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5647938.000000 Penalty: 5104.920898
	Iteration 17Q: 3 clusters Score -5647938 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -5647963.500000 Penalty: 5104.920898
	Iteration 18Q: 3 clusters Score -5647964 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5647969.000000 Penalty: 5104.920898
	Iteration 19Q: 3 clusters Score -5647969 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -5647999.000000 Penalty: 5104.920898
	Iteration 20F: 3 clusters Score -5647999 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5648017.000000 Penalty: 5104.920898
	Iteration 21Q: 3 clusters Score -5648017 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5648026.500000 Penalty: 5104.920898
	Iteration 22Q: 3 clusters Score -5648026 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -5648038.500000 Penalty: 5104.920898
	Iteration 23Q: 3 clusters Score -5648038 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -5648058.500000 Penalty: 5104.920898
	Iteration 24Q: 3 clusters Score -5648058 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5648043.500000 Penalty: 5104.920898
	Iteration 25Q: 3 clusters Score -5648044 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5648079.000000 Penalty: 5104.920898
	Iteration 26Q: 3 clusters Score -5648079 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5648077.000000 Penalty: 5104.920898
	Iteration 27Q: 3 clusters Score -5648077 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -5648114.500000 Penalty: 5104.920898
	Iteration 28Q: 3 clusters Score -5648114 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5648132.000000 Penalty: 5104.920898
	Iteration 29Q: 3 clusters Score -5648132 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5648170.000000 Penalty: 5104.920898
	Iteration 30Q: 3 clusters Score -5648170 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5648226.000000 Penalty: 5104.920898
	Iteration 31Q: 3 clusters Score -5648226 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -5648285.000000 Penalty: 5104.920898
	Iteration 32Q: 3 clusters Score -5648285 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -5648330.500000 Penalty: 5104.920898
	Iteration 33Q: 3 clusters Score -5648330 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -5648395.000000 Penalty: 5104.920898
	Iteration 34Q: 3 clusters Score -5648395 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5648473.000000 Penalty: 5104.920898
	Iteration 35Q: 3 clusters Score -5648473 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5648552.500000 Penalty: 5104.920898
	Iteration 36Q: 3 clusters Score -5648552 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5648636.000000 Penalty: 5104.920898
	Iteration 37Q: 3 clusters Score -5648636 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5648925.500000 Penalty: 5104.920898
	Iteration 38Q: 3 clusters Score -5648926 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5649194.000000 Penalty: 5104.920898
	Iteration 39Q: 3 clusters Score -5649194 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -5649352.500000 Penalty: 5104.920898
	Iteration 40F: 3 clusters Score -5649352 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5649476.000000 Penalty: 5104.920898
	Iteration 41Q: 3 clusters Score -5649476 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -5649573.500000 Penalty: 5104.920898
	Iteration 42Q: 3 clusters Score -5649574 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -5649664.000000 Penalty: 5104.920898
	Iteration 43Q: 3 clusters Score -5649664 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -5649707.500000 Penalty: 5104.920898
	Iteration 44Q: 3 clusters Score -5649708 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5649739.000000 Penalty: 5104.920898
	Iteration 45Q: 3 clusters Score -5649739 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -5649813.000000 Penalty: 5104.920898
	Iteration 46Q: 3 clusters Score -5649813 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -5649853.000000 Penalty: 5104.920898
	Iteration 47Q: 3 clusters Score -5649853 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5649900.000000 Penalty: 5104.920898
	Iteration 48Q: 3 clusters Score -5649900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5650009.500000 Penalty: 5104.920898
	Iteration 49Q: 3 clusters Score -5650010 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -5650043.000000 Penalty: 5104.920898
	Iteration 50Q: 3 clusters Score -5650043 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5650112.500000 Penalty: 5104.920898
	Iteration 51Q: 3 clusters Score -5650112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5650134.500000 Penalty: 5104.920898
	Iteration 52Q: 3 clusters Score -5650134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5650176.000000 Penalty: 5104.920898
	Iteration 53Q: 3 clusters Score -5650176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -5650207.500000 Penalty: 5104.920898
	Iteration 54Q: 3 clusters Score -5650208 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5650251.500000 Penalty: 5104.920898
	Iteration 55Q: 3 clusters Score -5650252 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5650280.500000 Penalty: 5104.920898
	Iteration 56Q: 3 clusters Score -5650280 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5650339.500000 Penalty: 5104.920898
	Iteration 57Q: 3 clusters Score -5650340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -5650335.000000 Penalty: 5104.920898
	Iteration 58Q: 3 clusters Score -5650335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -5650372.500000 Penalty: 5104.920898
	Iteration 59Q: 3 clusters Score -5650372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -5650389.500000 Penalty: 5104.920898
	Iteration 60F: 3 clusters Score -5650390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -5650443.000000 Penalty: 5104.920898
	Iteration 61Q: 3 clusters Score -5650443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -5650453.000000 Penalty: 5104.920898
	Iteration 62Q: 3 clusters Score -5650453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5650475.000000 Penalty: 5104.920898
	Iteration 63Q: 3 clusters Score -5650475 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5650491.000000 Penalty: 5104.920898
	Iteration 64Q: 3 clusters Score -5650491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5650503.000000 Penalty: 5104.920898
	Iteration 65Q: 3 clusters Score -5650503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5650512.500000 Penalty: 5104.920898
	Iteration 66Q: 3 clusters Score -5650512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5650515.000000 Penalty: 5104.920898
	Iteration 67Q: 3 clusters Score -5650515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5650534.000000 Penalty: 5104.920898
	Iteration 68Q: 3 clusters Score -5650534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5650556.000000 Penalty: 5104.920898
	Iteration 69Q: 3 clusters Score -5650556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5650574.500000 Penalty: 5104.920898
	Iteration 70Q: 3 clusters Score -5650574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5650574.500000 Penalty: 5104.920898
	Iteration 71Q: 3 clusters Score -5650574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5650602.500000 Penalty: 5104.920898
	Iteration 72Q: 3 clusters Score -5650602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5650604.000000 Penalty: 5104.920898
	Iteration 73Q: 3 clusters Score -5650604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5650614.500000 Penalty: 5104.920898
	Iteration 74Q: 3 clusters Score -5650614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -5650625.500000 Penalty: 5104.920898
	Iteration 75Q: 3 clusters Score -5650626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -5650625.000000 Penalty: 5104.920898
	Iteration 76Q: 3 clusters Score -5650625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5650628.500000 Penalty: 5104.920898
	Iteration 77Q: 3 clusters Score -5650628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5650633.000000 Penalty: 5104.920898
	Iteration 78Q: 3 clusters Score -5650633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5650648.500000 Penalty: 5104.920898
	Iteration 79Q: 3 clusters Score -5650648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5650667.500000 Penalty: 5104.920898
	Iteration 80F: 3 clusters Score -5650668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -5650680.000000 Penalty: 5104.920898
	Iteration 81Q: 3 clusters Score -5650680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -5650686.500000 Penalty: 5104.920898
	Iteration 82Q: 3 clusters Score -5650686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5650702.000000 Penalty: 5104.920898
	Iteration 83Q: 3 clusters Score -5650702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5650708.500000 Penalty: 5104.920898
	Iteration 84Q: 3 clusters Score -5650708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5650715.500000 Penalty: 5104.920898
	Iteration 85Q: 3 clusters Score -5650716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5650721.000000 Penalty: 5104.920898
	Iteration 86Q: 3 clusters Score -5650721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5650728.500000 Penalty: 5104.920898
	Iteration 87Q: 3 clusters Score -5650728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5650725.000000 Penalty: 5104.920898
	Iteration 88Q: 3 clusters Score -5650725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -5650733.500000 Penalty: 5104.920898
	Iteration 89Q: 3 clusters Score -5650734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5650727.500000 Penalty: 5104.920898
	Iteration 90Q: 3 clusters Score -5650728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5650734.500000 Penalty: 5104.920898
	Iteration 91Q: 3 clusters Score -5650734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5650748.500000 Penalty: 5104.920898
	Iteration 92Q: 3 clusters Score -5650748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5650753.500000 Penalty: 5104.920898
	Iteration 93Q: 3 clusters Score -5650754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -5650786.000000 Penalty: 5104.920898
	Iteration 94Q: 3 clusters Score -5650786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5650783.500000 Penalty: 5104.920898
	Iteration 95Q: 3 clusters Score -5650784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5650796.500000 Penalty: 5104.920898
	Iteration 96Q: 3 clusters Score -5650796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -5650796.000000 Penalty: 5104.920898
	Iteration 97Q: 3 clusters Score -5650796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -5650806.000000 Penalty: 5104.920898
	Iteration 98Q: 3 clusters Score -5650806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5650799.000000 Penalty: 5104.920898
	Iteration 99Q: 3 clusters Score -5650799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5650806.500000 Penalty: 5104.920898
	Iteration 100F: 3 clusters Score -5650806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -5650804.500000 Penalty: 5104.920898
	Iteration 101Q: 3 clusters Score -5650804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5650804.000000 Penalty: 5104.920898
	Iteration 102Q: 3 clusters Score -5650804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -5650815.500000 Penalty: 5104.920898
	Iteration 103Q: 3 clusters Score -5650816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5650821.500000 Penalty: 5104.920898
	Iteration 104Q: 3 clusters Score -5650822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -5650831.000000 Penalty: 5104.920898
	Iteration 105Q: 3 clusters Score -5650831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -5650836.500000 Penalty: 5104.920898
	Iteration 106Q: 3 clusters Score -5650836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -5650843.500000 Penalty: 5104.920898
	Iteration 107Q: 3 clusters Score -5650844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -5650852.000000 Penalty: 5104.920898
	Iteration 108Q: 3 clusters Score -5650852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -5650860.500000 Penalty: 5104.920898
	Iteration 109Q: 3 clusters Score -5650860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5650859.500000 Penalty: 5104.920898
	Iteration 110Q: 3 clusters Score -5650860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -5650856.000000 Penalty: 5104.920898
	Iteration 111Q: 3 clusters Score -5650856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -5650864.500000 Penalty: 5104.920898
	Iteration 112Q: 3 clusters Score -5650864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -5650863.500000 Penalty: 5104.920898
	Iteration 113Q: 3 clusters Score -5650864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5650863.000000 Penalty: 5104.920898
	Iteration 114Q: 3 clusters Score -5650863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -5650857.000000 Penalty: 5104.920898
	Iteration 115Q: 3 clusters Score -5650857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5650865.500000 Penalty: 5104.920898
	Iteration 116Q: 3 clusters Score -5650866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -5650870.000000 Penalty: 5104.920898
	Iteration 117Q: 3 clusters Score -5650870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5650877.000000 Penalty: 5104.920898
	Iteration 118Q: 3 clusters Score -5650877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5650870.000000 Penalty: 5104.920898
	Iteration 119Q: 3 clusters Score -5650870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5650870.000000 Penalty: 5104.920898
	Iteration 120F: 3 clusters Score -5650870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5650875.000000 Penalty: 5104.920898
	Iteration 121Q: 3 clusters Score -5650875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -5650875.000000 Penalty: 5104.920898
	Iteration 122F: 3 clusters Score -5650875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Entering Unmasked Estep 
Score: -1434719.500000 Penalty: 2219.120361
	Iteration 0F: 2 clusters Score -1434720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1428550.625000 Penalty: 4438.240723
	Iteration 0F: 3 clusters Score -1428551 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1430238.625000 Penalty: 4438.240723
	Iteration 1F: 3 clusters Score -1430239 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1430994.125000 Penalty: 4438.240723
	Iteration 2F: 3 clusters Score -1430994 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1432099.500000 Penalty: 4438.240723
	Iteration 3F: 3 clusters Score -1432100 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1433211.750000 Penalty: 4438.240723
	Iteration 4F: 3 clusters Score -1433212 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1434100.000000 Penalty: 4438.240723
	Iteration 5F: 3 clusters Score -1434100 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1434620.750000 Penalty: 4438.240723
	Iteration 6F: 3 clusters Score -1434621 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1434859.250000 Penalty: 4438.240723
	Iteration 7Q: 3 clusters Score -1434859 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1434937.875000 Penalty: 4438.240723
	Iteration 8Q: 3 clusters Score -1434938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1434973.875000 Penalty: 4438.240723
	Iteration 9Q: 3 clusters Score -1434974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1434997.125000 Penalty: 4438.240723
	Iteration 10Q: 3 clusters Score -1434997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1435007.125000 Penalty: 4438.240723
	Iteration 11Q: 3 clusters Score -1435007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1435012.750000 Penalty: 4438.240723
	Iteration 12Q: 3 clusters Score -1435013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1435015.875000 Penalty: 4438.240723
	Iteration 13Q: 3 clusters Score -1435016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1435017.750000 Penalty: 4438.240723
	Iteration 14Q: 3 clusters Score -1435018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1435021.125000 Penalty: 4438.240723
	Iteration 15Q: 3 clusters Score -1435021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1435026.125000 Penalty: 4438.240723
	Iteration 16Q: 3 clusters Score -1435026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1435027.125000 Penalty: 4438.240723
	Iteration 17Q: 3 clusters Score -1435027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1435028.625000 Penalty: 4438.240723
	Iteration 18Q: 3 clusters Score -1435029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1435030.875000 Penalty: 4438.240723
	Iteration 19Q: 3 clusters Score -1435031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1435031.500000 Penalty: 4438.240723
	Iteration 20F: 3 clusters Score -1435032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 30492 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 30786 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Entering Unmasked Estep 
Score: -177332976.000000 Penalty: 126049.351562
Splitting cluster 3 changes total score from -177332000.000000 to -177332976.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 4 (29343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Entering Unmasked Estep 
Score: -5482870.500000 Penalty: 2551.128662
	Iteration 0F: 2 clusters Score -5482870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5463689.000000 Penalty: 5102.257324
	Iteration 0F: 3 clusters Score -5463689 nChanged 13163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5470775.000000 Penalty: 5102.257324
	Iteration 1F: 3 clusters Score -5470775 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -5471212.000000 Penalty: 5102.257324
	Iteration 2Q: 3 clusters Score -5471212 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5471676.000000 Penalty: 5102.257324
	Iteration 3Q: 3 clusters Score -5471676 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -5472156.000000 Penalty: 5102.257324
	Iteration 4Q: 3 clusters Score -5472156 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5472750.000000 Penalty: 5102.257324
	Iteration 5Q: 3 clusters Score -5472750 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5473471.500000 Penalty: 5102.257324
	Iteration 6F: 3 clusters Score -5473472 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5474397.000000 Penalty: 5102.257324
	Iteration 7F: 3 clusters Score -5474397 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5475543.000000 Penalty: 5102.257324
	Iteration 8F: 3 clusters Score -5475543 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5476824.000000 Penalty: 5102.257324
	Iteration 9F: 3 clusters Score -5476824 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5478044.500000 Penalty: 5102.257324
	Iteration 10F: 3 clusters Score -5478044 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5479011.000000 Penalty: 5102.257324
	Iteration 11Q: 3 clusters Score -5479011 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5479562.500000 Penalty: 5102.257324
	Iteration 12Q: 3 clusters Score -5479562 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5479774.500000 Penalty: 5102.257324
	Iteration 13Q: 3 clusters Score -5479774 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -5479884.500000 Penalty: 5102.257324
	Iteration 14Q: 3 clusters Score -5479884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -5479947.000000 Penalty: 5102.257324
	Iteration 15Q: 3 clusters Score -5479947 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5480011.000000 Penalty: 5102.257324
	Iteration 16Q: 3 clusters Score -5480011 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -5480055.000000 Penalty: 5102.257324
	Iteration 17Q: 3 clusters Score -5480055 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -5480092.500000 Penalty: 5102.257324
	Iteration 18Q: 3 clusters Score -5480092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -5480102.000000 Penalty: 5102.257324
	Iteration 19Q: 3 clusters Score -5480102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5480151.000000 Penalty: 5102.257324
	Iteration 20F: 3 clusters Score -5480151 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -5480206.000000 Penalty: 5102.257324
	Iteration 21Q: 3 clusters Score -5480206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -5480248.000000 Penalty: 5102.257324
	Iteration 22Q: 3 clusters Score -5480248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -5480290.000000 Penalty: 5102.257324
	Iteration 23Q: 3 clusters Score -5480290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5480343.500000 Penalty: 5102.257324
	Iteration 24Q: 3 clusters Score -5480344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -5480418.000000 Penalty: 5102.257324
	Iteration 25Q: 3 clusters Score -5480418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5480467.500000 Penalty: 5102.257324
	Iteration 26Q: 3 clusters Score -5480468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5480555.000000 Penalty: 5102.257324
	Iteration 27Q: 3 clusters Score -5480555 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5480642.500000 Penalty: 5102.257324
	Iteration 28Q: 3 clusters Score -5480642 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5480705.000000 Penalty: 5102.257324
	Iteration 29Q: 3 clusters Score -5480705 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5480780.000000 Penalty: 5102.257324
	Iteration 30Q: 3 clusters Score -5480780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5480845.000000 Penalty: 5102.257324
	Iteration 31Q: 3 clusters Score -5480845 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -5480919.500000 Penalty: 5102.257324
	Iteration 32Q: 3 clusters Score -5480920 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -5480944.500000 Penalty: 5102.257324
	Iteration 33Q: 3 clusters Score -5480944 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5480986.000000 Penalty: 5102.257324
	Iteration 34Q: 3 clusters Score -5480986 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5480998.000000 Penalty: 5102.257324
	Iteration 35Q: 3 clusters Score -5480998 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5481045.000000 Penalty: 5102.257324
	Iteration 36Q: 3 clusters Score -5481045 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5481100.500000 Penalty: 5102.257324
	Iteration 37Q: 3 clusters Score -5481100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5481156.500000 Penalty: 5102.257324
	Iteration 38Q: 3 clusters Score -5481156 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -5481152.000000 Penalty: 5102.257324
	Iteration 39Q: 3 clusters Score -5481152 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5481133.500000 Penalty: 5102.257324
	Iteration 40F: 3 clusters Score -5481134 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -5481148.500000 Penalty: 5102.257324
	Iteration 41Q: 3 clusters Score -5481148 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5481138.500000 Penalty: 5102.257324
	Iteration 42Q: 3 clusters Score -5481138 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5481121.000000 Penalty: 5102.257324
	Iteration 43Q: 3 clusters Score -5481121 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5481126.000000 Penalty: 5102.257324
	Iteration 44Q: 3 clusters Score -5481126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -5481106.500000 Penalty: 5102.257324
	Iteration 45Q: 3 clusters Score -5481106 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -5481107.000000 Penalty: 5102.257324
	Iteration 46Q: 3 clusters Score -5481107 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5481129.000000 Penalty: 5102.257324
	Iteration 47Q: 3 clusters Score -5481129 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -5481113.000000 Penalty: 5102.257324
	Iteration 48Q: 3 clusters Score -5481113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5481121.000000 Penalty: 5102.257324
	Iteration 49Q: 3 clusters Score -5481121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -5481118.500000 Penalty: 5102.257324
	Iteration 50Q: 3 clusters Score -5481118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -5481111.000000 Penalty: 5102.257324
	Iteration 51Q: 3 clusters Score -5481111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5481096.000000 Penalty: 5102.257324
	Iteration 52Q: 3 clusters Score -5481096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5481096.500000 Penalty: 5102.257324
	Iteration 53Q: 3 clusters Score -5481096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5481092.000000 Penalty: 5102.257324
	Iteration 54Q: 3 clusters Score -5481092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -5481088.000000 Penalty: 5102.257324
	Iteration 55Q: 3 clusters Score -5481088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -5481084.500000 Penalty: 5102.257324
	Iteration 56Q: 3 clusters Score -5481084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -5481075.000000 Penalty: 5102.257324
	Iteration 57Q: 3 clusters Score -5481075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5481075.500000 Penalty: 5102.257324
	Iteration 58Q: 3 clusters Score -5481076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -5481069.500000 Penalty: 5102.257324
	Iteration 59Q: 3 clusters Score -5481070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -5481068.000000 Penalty: 5102.257324
	Iteration 60F: 3 clusters Score -5481068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -5481064.500000 Penalty: 5102.257324
	Iteration 61Q: 3 clusters Score -5481064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5481073.000000 Penalty: 5102.257324
	Iteration 62Q: 3 clusters Score -5481073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -5481066.500000 Penalty: 5102.257324
	Iteration 63Q: 3 clusters Score -5481066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -5481065.500000 Penalty: 5102.257324
	Iteration 64Q: 3 clusters Score -5481066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5481064.500000 Penalty: 5102.257324
	Iteration 65Q: 3 clusters Score -5481064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5481064.500000 Penalty: 5102.257324
	Iteration 66F: 3 clusters Score -5481064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Entering Unmasked Estep 
Score: -5271754.500000 Penalty: 2541.468506
	Iteration 0F: 2 clusters Score -5271754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5252381.000000 Penalty: 5082.937012
	Iteration 0F: 3 clusters Score -5252381 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -5259426.500000 Penalty: 5082.937012
	Iteration 1F: 3 clusters Score -5259426 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5259887.500000 Penalty: 5082.937012
	Iteration 2Q: 3 clusters Score -5259888 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5260415.000000 Penalty: 5082.937012
	Iteration 3Q: 3 clusters Score -5260415 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -5261011.000000 Penalty: 5082.937012
	Iteration 4Q: 3 clusters Score -5261011 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5261621.000000 Penalty: 5082.937012
	Iteration 5Q: 3 clusters Score -5261621 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5262250.000000 Penalty: 5082.937012
	Iteration 6Q: 3 clusters Score -5262250 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -5262879.500000 Penalty: 5082.937012
	Iteration 7Q: 3 clusters Score -5262880 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -5263490.500000 Penalty: 5082.937012
	Iteration 8Q: 3 clusters Score -5263490 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5264094.000000 Penalty: 5082.937012
	Iteration 9Q: 3 clusters Score -5264094 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5264682.500000 Penalty: 5082.937012
	Iteration 10Q: 3 clusters Score -5264682 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5265239.500000 Penalty: 5082.937012
	Iteration 11Q: 3 clusters Score -5265240 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5265671.000000 Penalty: 5082.937012
	Iteration 12Q: 3 clusters Score -5265671 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5266038.000000 Penalty: 5082.937012
	Iteration 13Q: 3 clusters Score -5266038 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5266326.000000 Penalty: 5082.937012
	Iteration 14Q: 3 clusters Score -5266326 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5266527.000000 Penalty: 5082.937012
	Iteration 15Q: 3 clusters Score -5266527 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5266598.500000 Penalty: 5082.937012
	Iteration 16Q: 3 clusters Score -5266598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5266717.500000 Penalty: 5082.937012
	Iteration 17Q: 3 clusters Score -5266718 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5266816.000000 Penalty: 5082.937012
	Iteration 18Q: 3 clusters Score -5266816 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5266878.000000 Penalty: 5082.937012
	Iteration 19Q: 3 clusters Score -5266878 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -5266927.000000 Penalty: 5082.937012
	Iteration 20F: 3 clusters Score -5266927 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5266960.500000 Penalty: 5082.937012
	Iteration 21Q: 3 clusters Score -5266960 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5267001.000000 Penalty: 5082.937012
	Iteration 22Q: 3 clusters Score -5267001 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5267058.500000 Penalty: 5082.937012
	Iteration 23Q: 3 clusters Score -5267058 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5267118.500000 Penalty: 5082.937012
	Iteration 24Q: 3 clusters Score -5267118 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5267155.500000 Penalty: 5082.937012
	Iteration 25Q: 3 clusters Score -5267156 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -5267184.000000 Penalty: 5082.937012
	Iteration 26Q: 3 clusters Score -5267184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5267226.000000 Penalty: 5082.937012
	Iteration 27Q: 3 clusters Score -5267226 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -5267268.500000 Penalty: 5082.937012
	Iteration 28Q: 3 clusters Score -5267268 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5267301.000000 Penalty: 5082.937012
	Iteration 29Q: 3 clusters Score -5267301 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5267330.000000 Penalty: 5082.937012
	Iteration 30Q: 3 clusters Score -5267330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -5267346.500000 Penalty: 5082.937012
	Iteration 31Q: 3 clusters Score -5267346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5267370.000000 Penalty: 5082.937012
	Iteration 32Q: 3 clusters Score -5267370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5267383.000000 Penalty: 5082.937012
	Iteration 33Q: 3 clusters Score -5267383 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5267392.500000 Penalty: 5082.937012
	Iteration 34Q: 3 clusters Score -5267392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -5267402.000000 Penalty: 5082.937012
	Iteration 35Q: 3 clusters Score -5267402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -5267406.000000 Penalty: 5082.937012
	Iteration 36Q: 3 clusters Score -5267406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -5267417.000000 Penalty: 5082.937012
	Iteration 37Q: 3 clusters Score -5267417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5267433.500000 Penalty: 5082.937012
	Iteration 38Q: 3 clusters Score -5267434 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5267432.500000 Penalty: 5082.937012
	Iteration 39Q: 3 clusters Score -5267432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5267440.500000 Penalty: 5082.937012
	Iteration 40F: 3 clusters Score -5267440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -5267437.500000 Penalty: 5082.937012
	Iteration 41Q: 3 clusters Score -5267438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -5267433.000000 Penalty: 5082.937012
	Iteration 42Q: 3 clusters Score -5267433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5267430.000000 Penalty: 5082.937012
	Iteration 43Q: 3 clusters Score -5267430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -5267442.500000 Penalty: 5082.937012
	Iteration 44Q: 3 clusters Score -5267442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5267442.500000 Penalty: 5082.937012
	Iteration 45Q: 3 clusters Score -5267442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5267442.000000 Penalty: 5082.937012
	Iteration 46Q: 3 clusters Score -5267442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5267431.000000 Penalty: 5082.937012
	Iteration 47Q: 3 clusters Score -5267431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -5267439.500000 Penalty: 5082.937012
	Iteration 48Q: 3 clusters Score -5267440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5267445.000000 Penalty: 5082.937012
	Iteration 49Q: 3 clusters Score -5267445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5267442.500000 Penalty: 5082.937012
	Iteration 50Q: 3 clusters Score -5267442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5267444.500000 Penalty: 5082.937012
	Iteration 51Q: 3 clusters Score -5267444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -5267448.500000 Penalty: 5082.937012
	Iteration 52Q: 3 clusters Score -5267448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -5267448.000000 Penalty: 5082.937012
	Iteration 53Q: 3 clusters Score -5267448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -5267449.500000 Penalty: 5082.937012
	Iteration 54Q: 3 clusters Score -5267450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5267454.500000 Penalty: 5082.937012
	Iteration 55Q: 3 clusters Score -5267454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5267452.500000 Penalty: 5082.937012
	Iteration 56Q: 3 clusters Score -5267452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5267449.500000 Penalty: 5082.937012
	Iteration 57Q: 3 clusters Score -5267450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5267455.500000 Penalty: 5082.937012
	Iteration 58Q: 3 clusters Score -5267456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -5267462.500000 Penalty: 5082.937012
	Iteration 59Q: 3 clusters Score -5267462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5267462.000000 Penalty: 5082.937012
	Iteration 60F: 3 clusters Score -5267462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -5267466.500000 Penalty: 5082.937012
	Iteration 61Q: 3 clusters Score -5267466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5267463.500000 Penalty: 5082.937012
	Iteration 62Q: 3 clusters Score -5267464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5267465.000000 Penalty: 5082.937012
	Iteration 63Q: 3 clusters Score -5267465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5267464.500000 Penalty: 5082.937012
	Iteration 64Q: 3 clusters Score -5267464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5267470.500000 Penalty: 5082.937012
	Iteration 65Q: 3 clusters Score -5267470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5267459.500000 Penalty: 5082.937012
	Iteration 66Q: 3 clusters Score -5267460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5267468.500000 Penalty: 5082.937012
	Iteration 67Q: 3 clusters Score -5267468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -5267466.000000 Penalty: 5082.937012
	Iteration 68Q: 3 clusters Score -5267466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5267463.500000 Penalty: 5082.937012
	Iteration 69Q: 3 clusters Score -5267464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5267464.500000 Penalty: 5082.937012
	Iteration 70Q: 3 clusters Score -5267464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -5267467.500000 Penalty: 5082.937012
	Iteration 71Q: 3 clusters Score -5267468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5267467.500000 Penalty: 5082.937012
	Iteration 72Q: 3 clusters Score -5267468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5267464.000000 Penalty: 5082.937012
	Iteration 73Q: 3 clusters Score -5267464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -5267464.000000 Penalty: 5082.937012
	Iteration 74F: 3 clusters Score -5267464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Entering Unmasked Estep 
Score: -6011836.000000 Penalty: 2560.654541
	Iteration 0F: 2 clusters Score -6011836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5994524.500000 Penalty: 5121.309082
	Iteration 0F: 3 clusters Score -5994524 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6002080.000000 Penalty: 5121.309082
	Iteration 1F: 3 clusters Score -6002080 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6002548.500000 Penalty: 5121.309082
	Iteration 2Q: 3 clusters Score -6002548 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -6002975.500000 Penalty: 5121.309082
	Iteration 3Q: 3 clusters Score -6002976 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -6003399.000000 Penalty: 5121.309082
	Iteration 4Q: 3 clusters Score -6003399 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6003898.500000 Penalty: 5121.309082
	Iteration 5Q: 3 clusters Score -6003898 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -6004550.000000 Penalty: 5121.309082
	Iteration 6Q: 3 clusters Score -6004550 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -6005344.500000 Penalty: 5121.309082
	Iteration 7F: 3 clusters Score -6005344 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -6006195.500000 Penalty: 5121.309082
	Iteration 8F: 3 clusters Score -6006196 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -6007317.000000 Penalty: 5121.309082
	Iteration 9F: 3 clusters Score -6007317 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -6009054.000000 Penalty: 5121.309082
	Iteration 10F: 3 clusters Score -6009054 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -6010829.500000 Penalty: 5121.309082
	Iteration 11F: 3 clusters Score -6010830 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -6011932.000000 Penalty: 5121.309082
	Iteration 12Q: 3 clusters Score -6011932 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -6012298.000000 Penalty: 5121.309082
	Iteration 13Q: 3 clusters Score -6012298 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -6012390.500000 Penalty: 5121.309082
	Iteration 14Q: 3 clusters Score -6012390 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -6012464.500000 Penalty: 5121.309082
	Iteration 15Q: 3 clusters Score -6012464 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6012503.500000 Penalty: 5121.309082
	Iteration 16Q: 3 clusters Score -6012504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -6012486.500000 Penalty: 5121.309082
	Iteration 17Q: 3 clusters Score -6012486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -6012510.000000 Penalty: 5121.309082
	Iteration 18Q: 3 clusters Score -6012510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -6012519.000000 Penalty: 5121.309082
	Iteration 19Q: 3 clusters Score -6012519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6012518.000000 Penalty: 5121.309082
	Iteration 20F: 3 clusters Score -6012518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6012498.500000 Penalty: 5121.309082
	Iteration 21Q: 3 clusters Score -6012498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6012502.500000 Penalty: 5121.309082
	Iteration 22Q: 3 clusters Score -6012502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6012522.000000 Penalty: 5121.309082
	Iteration 23Q: 3 clusters Score -6012522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -6012531.500000 Penalty: 5121.309082
	Iteration 24Q: 3 clusters Score -6012532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6012540.500000 Penalty: 5121.309082
	Iteration 25Q: 3 clusters Score -6012540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -6012538.000000 Penalty: 5121.309082
	Iteration 26Q: 3 clusters Score -6012538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -6012531.500000 Penalty: 5121.309082
	Iteration 27Q: 3 clusters Score -6012532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -6012533.000000 Penalty: 5121.309082
	Iteration 28Q: 3 clusters Score -6012533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6012535.500000 Penalty: 5121.309082
	Iteration 29Q: 3 clusters Score -6012536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6012521.000000 Penalty: 5121.309082
	Iteration 30Q: 3 clusters Score -6012521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -6012515.000000 Penalty: 5121.309082
	Iteration 31Q: 3 clusters Score -6012515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6012513.500000 Penalty: 5121.309082
	Iteration 32Q: 3 clusters Score -6012514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -6012513.000000 Penalty: 5121.309082
	Iteration 33Q: 3 clusters Score -6012513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6012499.500000 Penalty: 5121.309082
	Iteration 34Q: 3 clusters Score -6012500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -6012493.000000 Penalty: 5121.309082
	Iteration 35Q: 3 clusters Score -6012493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -6012482.500000 Penalty: 5121.309082
	Iteration 36Q: 3 clusters Score -6012482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6012485.500000 Penalty: 5121.309082
	Iteration 37Q: 3 clusters Score -6012486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -6012488.000000 Penalty: 5121.309082
	Iteration 38Q: 3 clusters Score -6012488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -6012479.500000 Penalty: 5121.309082
	Iteration 39Q: 3 clusters Score -6012480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -6012470.500000 Penalty: 5121.309082
	Iteration 40F: 3 clusters Score -6012470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6012465.000000 Penalty: 5121.309082
	Iteration 41Q: 3 clusters Score -6012465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -6012452.500000 Penalty: 5121.309082
	Iteration 42Q: 3 clusters Score -6012452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6012459.500000 Penalty: 5121.309082
	Iteration 43Q: 3 clusters Score -6012460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -6012438.000000 Penalty: 5121.309082
	Iteration 44Q: 3 clusters Score -6012438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6012421.000000 Penalty: 5121.309082
	Iteration 45Q: 3 clusters Score -6012421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -6012429.000000 Penalty: 5121.309082
	Iteration 46Q: 3 clusters Score -6012429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6012419.500000 Penalty: 5121.309082
	Iteration 47Q: 3 clusters Score -6012420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -6012418.500000 Penalty: 5121.309082
	Iteration 48Q: 3 clusters Score -6012418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -6012407.000000 Penalty: 5121.309082
	Iteration 49Q: 3 clusters Score -6012407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6012413.500000 Penalty: 5121.309082
	Iteration 50Q: 3 clusters Score -6012414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -6012409.500000 Penalty: 5121.309082
	Iteration 51Q: 3 clusters Score -6012410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6012408.500000 Penalty: 5121.309082
	Iteration 52Q: 3 clusters Score -6012408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6012398.500000 Penalty: 5121.309082
	Iteration 53Q: 3 clusters Score -6012398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -6012394.500000 Penalty: 5121.309082
	Iteration 54Q: 3 clusters Score -6012394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6012394.500000 Penalty: 5121.309082
	Iteration 55Q: 3 clusters Score -6012394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -6012402.500000 Penalty: 5121.309082
	Iteration 56Q: 3 clusters Score -6012402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -6012403.000000 Penalty: 5121.309082
	Iteration 57Q: 3 clusters Score -6012403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -6012399.500000 Penalty: 5121.309082
	Iteration 58Q: 3 clusters Score -6012400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -6012400.000000 Penalty: 5121.309082
	Iteration 59Q: 3 clusters Score -6012400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -6012409.500000 Penalty: 5121.309082
	Iteration 60F: 3 clusters Score -6012410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -6012401.000000 Penalty: 5121.309082
	Iteration 61Q: 3 clusters Score -6012401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -6012399.500000 Penalty: 5121.309082
	Iteration 62Q: 3 clusters Score -6012400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6012392.500000 Penalty: 5121.309082
	Iteration 63Q: 3 clusters Score -6012392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6012387.000000 Penalty: 5121.309082
	Iteration 64Q: 3 clusters Score -6012387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6012396.000000 Penalty: 5121.309082
	Iteration 65Q: 3 clusters Score -6012396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -6012398.000000 Penalty: 5121.309082
	Iteration 66Q: 3 clusters Score -6012398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -6012389.000000 Penalty: 5121.309082
	Iteration 67Q: 3 clusters Score -6012389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -6012386.500000 Penalty: 5121.309082
	Iteration 68Q: 3 clusters Score -6012386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -6012381.500000 Penalty: 5121.309082
	Iteration 69Q: 3 clusters Score -6012382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -6012373.000000 Penalty: 5121.309082
	Iteration 70Q: 3 clusters Score -6012373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -6012382.000000 Penalty: 5121.309082
	Iteration 71Q: 3 clusters Score -6012382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6012371.500000 Penalty: 5121.309082
	Iteration 72Q: 3 clusters Score -6012372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6012381.000000 Penalty: 5121.309082
	Iteration 73Q: 3 clusters Score -6012381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6012379.500000 Penalty: 5121.309082
	Iteration 74Q: 3 clusters Score -6012380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6012371.000000 Penalty: 5121.309082
	Iteration 75Q: 3 clusters Score -6012371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6012369.000000 Penalty: 5121.309082
	Iteration 76Q: 3 clusters Score -6012369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -6012371.500000 Penalty: 5121.309082
	Iteration 77Q: 3 clusters Score -6012372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6012370.500000 Penalty: 5121.309082
	Iteration 78Q: 3 clusters Score -6012370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6012370.000000 Penalty: 5121.309082
	Iteration 79Q: 3 clusters Score -6012370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6012368.000000 Penalty: 5121.309082
	Iteration 80F: 3 clusters Score -6012368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 909 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 30786 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Entering Unmasked Estep 
Score: -177332880.000000 Penalty: 129456.093750
Splitting cluster 6 changes total score from -177332000.000000 to -177332880.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -143466.562500 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -143466.6 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 473 members 
Entering Unmasked Estep 
Score: -141965.359375 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -141965.4 nChanged 318
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: -142536.953125 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -142537 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -143184.796875 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -143184.8 nChanged 117
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: -143913.937500 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -143913.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -144597.546875 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -144597.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -144805.656250 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -144805.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -144874.734375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -144874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -144891.187500 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -144891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -144894.390625 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -144894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -144897.390625 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -144897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -144898.328125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -144898.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -144907.000000 Penalty: 3378.923096
	Iteration 11F: 3 clusters Score -144907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -144982.015625 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -144982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -144997.359375 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -144997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -144997.359375 Penalty: 3378.923096
	Iteration 14F: 3 clusters Score -144997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 30786 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Entering Unmasked Estep 
Score: -177332688.000000 Penalty: 132862.828125
Splitting cluster 7 changes total score from -177332000.000000 to -177332688.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (26601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Entering Unmasked Estep 
Score: -5110674.000000 Penalty: 2526.798828
	Iteration 0F: 2 clusters Score -5110674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5093487.000000 Penalty: 5053.597656
	Iteration 0F: 3 clusters Score -5093487 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -5100048.500000 Penalty: 5053.597656
	Iteration 1F: 3 clusters Score -5100048 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5100484.500000 Penalty: 5053.597656
	Iteration 2Q: 3 clusters Score -5100484 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -5101035.000000 Penalty: 5053.597656
	Iteration 3Q: 3 clusters Score -5101035 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -5101767.000000 Penalty: 5053.597656
	Iteration 4F: 3 clusters Score -5101767 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5102797.000000 Penalty: 5053.597656
	Iteration 5F: 3 clusters Score -5102797 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5104136.500000 Penalty: 5053.597656
	Iteration 6F: 3 clusters Score -5104136 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5105822.500000 Penalty: 5053.597656
	Iteration 7F: 3 clusters Score -5105822 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5107331.500000 Penalty: 5053.597656
	Iteration 8F: 3 clusters Score -5107332 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5107937.000000 Penalty: 5053.597656
	Iteration 9Q: 3 clusters Score -5107937 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5108150.000000 Penalty: 5053.597656
	Iteration 10Q: 3 clusters Score -5108150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5108256.000000 Penalty: 5053.597656
	Iteration 11Q: 3 clusters Score -5108256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5108352.500000 Penalty: 5053.597656
	Iteration 12Q: 3 clusters Score -5108352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5108418.000000 Penalty: 5053.597656
	Iteration 13Q: 3 clusters Score -5108418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5108440.500000 Penalty: 5053.597656
	Iteration 14Q: 3 clusters Score -5108440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5108456.500000 Penalty: 5053.597656
	Iteration 15Q: 3 clusters Score -5108456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5108464.500000 Penalty: 5053.597656
	Iteration 16Q: 3 clusters Score -5108464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5108475.000000 Penalty: 5053.597656
	Iteration 17Q: 3 clusters Score -5108475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5108482.000000 Penalty: 5053.597656
	Iteration 18Q: 3 clusters Score -5108482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5108488.500000 Penalty: 5053.597656
	Iteration 19Q: 3 clusters Score -5108488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5108487.500000 Penalty: 5053.597656
	Iteration 20F: 3 clusters Score -5108488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Entering Unmasked Estep 
Score: -6156959.000000 Penalty: 2563.034180
	Iteration 0F: 2 clusters Score -6156959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -6140486.000000 Penalty: 5126.068359
	Iteration 0F: 3 clusters Score -6140486 nChanged 13908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -6148218.500000 Penalty: 5126.068359
	Iteration 1F: 3 clusters Score -6148218 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -6148748.000000 Penalty: 5126.068359
	Iteration 2F: 3 clusters Score -6148748 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -6149269.500000 Penalty: 5126.068359
	Iteration 3Q: 3 clusters Score -6149270 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6149756.500000 Penalty: 5126.068359
	Iteration 4Q: 3 clusters Score -6149756 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6150355.000000 Penalty: 5126.068359
	Iteration 5Q: 3 clusters Score -6150355 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -6151189.000000 Penalty: 5126.068359
	Iteration 6Q: 3 clusters Score -6151189 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6152275.500000 Penalty: 5126.068359
	Iteration 7F: 3 clusters Score -6152276 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -6153572.000000 Penalty: 5126.068359
	Iteration 8F: 3 clusters Score -6153572 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -6154916.500000 Penalty: 5126.068359
	Iteration 9F: 3 clusters Score -6154916 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6155737.000000 Penalty: 5126.068359
	Iteration 10F: 3 clusters Score -6155737 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -6156014.500000 Penalty: 5126.068359
	Iteration 11Q: 3 clusters Score -6156014 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -6156138.500000 Penalty: 5126.068359
	Iteration 12Q: 3 clusters Score -6156138 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -6156250.000000 Penalty: 5126.068359
	Iteration 13Q: 3 clusters Score -6156250 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -6156298.000000 Penalty: 5126.068359
	Iteration 14Q: 3 clusters Score -6156298 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -6156337.000000 Penalty: 5126.068359
	Iteration 15Q: 3 clusters Score -6156337 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -6156404.000000 Penalty: 5126.068359
	Iteration 16Q: 3 clusters Score -6156404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6156431.000000 Penalty: 5126.068359
	Iteration 17Q: 3 clusters Score -6156431 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -6156481.500000 Penalty: 5126.068359
	Iteration 18Q: 3 clusters Score -6156482 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -6156514.500000 Penalty: 5126.068359
	Iteration 19Q: 3 clusters Score -6156514 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -6156582.500000 Penalty: 5126.068359
	Iteration 20F: 3 clusters Score -6156582 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6156605.500000 Penalty: 5126.068359
	Iteration 21Q: 3 clusters Score -6156606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6156653.500000 Penalty: 5126.068359
	Iteration 22Q: 3 clusters Score -6156654 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -6156709.500000 Penalty: 5126.068359
	Iteration 23Q: 3 clusters Score -6156710 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6156762.000000 Penalty: 5126.068359
	Iteration 24Q: 3 clusters Score -6156762 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -6156808.000000 Penalty: 5126.068359
	Iteration 25Q: 3 clusters Score -6156808 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -6156878.500000 Penalty: 5126.068359
	Iteration 26Q: 3 clusters Score -6156878 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -6156936.000000 Penalty: 5126.068359
	Iteration 27Q: 3 clusters Score -6156936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -6156979.500000 Penalty: 5126.068359
	Iteration 28Q: 3 clusters Score -6156980 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6157041.000000 Penalty: 5126.068359
	Iteration 29Q: 3 clusters Score -6157041 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -6157101.500000 Penalty: 5126.068359
	Iteration 30Q: 3 clusters Score -6157102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -6157143.500000 Penalty: 5126.068359
	Iteration 31Q: 3 clusters Score -6157144 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6157209.000000 Penalty: 5126.068359
	Iteration 32Q: 3 clusters Score -6157209 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -6157261.500000 Penalty: 5126.068359
	Iteration 33Q: 3 clusters Score -6157262 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6157279.500000 Penalty: 5126.068359
	Iteration 34Q: 3 clusters Score -6157280 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -6157268.000000 Penalty: 5126.068359
	Iteration 35Q: 3 clusters Score -6157268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6157293.000000 Penalty: 5126.068359
	Iteration 36Q: 3 clusters Score -6157293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -6157320.500000 Penalty: 5126.068359
	Iteration 37Q: 3 clusters Score -6157320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6157339.500000 Penalty: 5126.068359
	Iteration 38Q: 3 clusters Score -6157340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6157346.000000 Penalty: 5126.068359
	Iteration 39Q: 3 clusters Score -6157346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -6157344.000000 Penalty: 5126.068359
	Iteration 40F: 3 clusters Score -6157344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -6157355.500000 Penalty: 5126.068359
	Iteration 41Q: 3 clusters Score -6157356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -6157367.500000 Penalty: 5126.068359
	Iteration 42Q: 3 clusters Score -6157368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6157394.000000 Penalty: 5126.068359
	Iteration 43Q: 3 clusters Score -6157394 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -6157405.000000 Penalty: 5126.068359
	Iteration 44Q: 3 clusters Score -6157405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -6157418.000000 Penalty: 5126.068359
	Iteration 45Q: 3 clusters Score -6157418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -6157427.500000 Penalty: 5126.068359
	Iteration 46Q: 3 clusters Score -6157428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -6157428.000000 Penalty: 5126.068359
	Iteration 47Q: 3 clusters Score -6157428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -6157445.000000 Penalty: 5126.068359
	Iteration 48Q: 3 clusters Score -6157445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6157456.000000 Penalty: 5126.068359
	Iteration 49Q: 3 clusters Score -6157456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -6157454.000000 Penalty: 5126.068359
	Iteration 50Q: 3 clusters Score -6157454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -6157457.500000 Penalty: 5126.068359
	Iteration 51Q: 3 clusters Score -6157458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -6157458.000000 Penalty: 5126.068359
	Iteration 52Q: 3 clusters Score -6157458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6157470.000000 Penalty: 5126.068359
	Iteration 53Q: 3 clusters Score -6157470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6157469.500000 Penalty: 5126.068359
	Iteration 54Q: 3 clusters Score -6157470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -6157473.500000 Penalty: 5126.068359
	Iteration 55Q: 3 clusters Score -6157474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -6157483.500000 Penalty: 5126.068359
	Iteration 56Q: 3 clusters Score -6157484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -6157482.000000 Penalty: 5126.068359
	Iteration 57Q: 3 clusters Score -6157482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -6157481.000000 Penalty: 5126.068359
	Iteration 58Q: 3 clusters Score -6157481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6157475.000000 Penalty: 5126.068359
	Iteration 59Q: 3 clusters Score -6157475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6157478.000000 Penalty: 5126.068359
	Iteration 60F: 3 clusters Score -6157478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -6157480.500000 Penalty: 5126.068359
	Iteration 61Q: 3 clusters Score -6157480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -6157483.000000 Penalty: 5126.068359
	Iteration 62Q: 3 clusters Score -6157483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6157485.000000 Penalty: 5126.068359
	Iteration 63Q: 3 clusters Score -6157485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -6157485.000000 Penalty: 5126.068359
	Iteration 64F: 3 clusters Score -6157485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 1700 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Entering Unmasked Estep 
Score: -177332736.000000 Penalty: 136269.562500
Splitting cluster 9 changes total score from -177332000.000000 to -177332736.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -300846.906250 Penalty: 1844.719116
	Iteration 0F: 2 clusters Score -300846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -298476.593750 Penalty: 3689.438232
	Iteration 0F: 3 clusters Score -298476.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299157.156250 Penalty: 3689.438232
	Iteration 1F: 3 clusters Score -299157.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -299653.625000 Penalty: 3689.438232
	Iteration 2F: 3 clusters Score -299653.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -300103.218750 Penalty: 3689.438232
	Iteration 3F: 3 clusters Score -300103.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -300481.562500 Penalty: 3689.438232
	Iteration 4F: 3 clusters Score -300481.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -300717.906250 Penalty: 3689.438232
	Iteration 5F: 3 clusters Score -300717.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -300932.031250 Penalty: 3689.438232
	Iteration 6Q: 3 clusters Score -300932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -301245.125000 Penalty: 3689.438232
	Iteration 7Q: 3 clusters Score -301245.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -301560.281250 Penalty: 3689.438232
	Iteration 8Q: 3 clusters Score -301560.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -301694.906250 Penalty: 3689.438232
	Iteration 9Q: 3 clusters Score -301694.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -301807.718750 Penalty: 3689.438232
	Iteration 10Q: 3 clusters Score -301807.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -301976.812500 Penalty: 3689.438232
	Iteration 11Q: 3 clusters Score -301976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -302091.281250 Penalty: 3689.438232
	Iteration 12Q: 3 clusters Score -302091.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302137.031250 Penalty: 3689.438232
	Iteration 13Q: 3 clusters Score -302137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -302156.875000 Penalty: 3689.438232
	Iteration 14Q: 3 clusters Score -302156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -302193.718750 Penalty: 3689.438232
	Iteration 15Q: 3 clusters Score -302193.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -302225.562500 Penalty: 3689.438232
	Iteration 16Q: 3 clusters Score -302225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -302259.468750 Penalty: 3689.438232
	Iteration 17Q: 3 clusters Score -302259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -302282.843750 Penalty: 3689.438232
	Iteration 18Q: 3 clusters Score -302282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302287.625000 Penalty: 3689.438232
	Iteration 19Q: 3 clusters Score -302287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -302296.781250 Penalty: 3689.438232
	Iteration 20F: 3 clusters Score -302296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302304.343750 Penalty: 3689.438232
	Iteration 21Q: 3 clusters Score -302304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -302304.343750 Penalty: 3689.438232
	Iteration 22F: 3 clusters Score -302304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 32914 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Entering Unmasked Estep 
Score: -177332304.000000 Penalty: 139676.312500
Splitting cluster 10 changes total score from -177332000.000000 to -177332304.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 11 (28507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Entering Unmasked Estep 
Score: -5650207.500000 Penalty: 2543.960449
	Iteration 0F: 2 clusters Score -5650208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -5632075.500000 Penalty: 5087.920898
	Iteration 0F: 3 clusters Score -5632076 nChanged 12751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5638894.000000 Penalty: 5087.920898
	Iteration 1F: 3 clusters Score -5638894 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5639287.500000 Penalty: 5087.920898
	Iteration 2F: 3 clusters Score -5639288 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5639702.500000 Penalty: 5087.920898
	Iteration 3Q: 3 clusters Score -5639702 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -5640006.000000 Penalty: 5087.920898
	Iteration 4Q: 3 clusters Score -5640006 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5640360.000000 Penalty: 5087.920898
	Iteration 5Q: 3 clusters Score -5640360 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5640782.500000 Penalty: 5087.920898
	Iteration 6Q: 3 clusters Score -5640782 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5641303.000000 Penalty: 5087.920898
	Iteration 7Q: 3 clusters Score -5641303 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -5642045.500000 Penalty: 5087.920898
	Iteration 8Q: 3 clusters Score -5642046 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5642982.000000 Penalty: 5087.920898
	Iteration 9F: 3 clusters Score -5642982 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5643939.500000 Penalty: 5087.920898
	Iteration 10F: 3 clusters Score -5643940 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5644605.000000 Penalty: 5087.920898
	Iteration 11F: 3 clusters Score -5644605 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5645011.000000 Penalty: 5087.920898
	Iteration 12Q: 3 clusters Score -5645011 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5645122.500000 Penalty: 5087.920898
	Iteration 13Q: 3 clusters Score -5645122 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5645188.500000 Penalty: 5087.920898
	Iteration 14Q: 3 clusters Score -5645188 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -5645230.000000 Penalty: 5087.920898
	Iteration 15Q: 3 clusters Score -5645230 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5645229.500000 Penalty: 5087.920898
	Iteration 16Q: 3 clusters Score -5645230 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5645203.500000 Penalty: 5087.920898
	Iteration 17Q: 3 clusters Score -5645204 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5645471.000000 Penalty: 5087.920898
	Iteration 18Q: 3 clusters Score -5645471 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -5645939.500000 Penalty: 5087.920898
	Iteration 19Q: 3 clusters Score -5645940 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5646372.500000 Penalty: 5087.920898
	Iteration 20F: 3 clusters Score -5646372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -5646733.000000 Penalty: 5087.920898
	Iteration 21Q: 3 clusters Score -5646733 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5647125.500000 Penalty: 5087.920898
	Iteration 22Q: 3 clusters Score -5647126 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5647328.500000 Penalty: 5087.920898
	Iteration 23Q: 3 clusters Score -5647328 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5647619.000000 Penalty: 5087.920898
	Iteration 24Q: 3 clusters Score -5647619 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -5647859.500000 Penalty: 5087.920898
	Iteration 25Q: 3 clusters Score -5647860 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -5648076.000000 Penalty: 5087.920898
	Iteration 26Q: 3 clusters Score -5648076 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -5648231.500000 Penalty: 5087.920898
	Iteration 27Q: 3 clusters Score -5648232 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -5648360.500000 Penalty: 5087.920898
	Iteration 28Q: 3 clusters Score -5648360 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -5648458.500000 Penalty: 5087.920898
	Iteration 29Q: 3 clusters Score -5648458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5648517.000000 Penalty: 5087.920898
	Iteration 30Q: 3 clusters Score -5648517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5648551.000000 Penalty: 5087.920898
	Iteration 31Q: 3 clusters Score -5648551 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -5648591.500000 Penalty: 5087.920898
	Iteration 32Q: 3 clusters Score -5648592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -5648606.000000 Penalty: 5087.920898
	Iteration 33Q: 3 clusters Score -5648606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5648614.000000 Penalty: 5087.920898
	Iteration 34Q: 3 clusters Score -5648614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5648614.000000 Penalty: 5087.920898
	Iteration 35Q: 3 clusters Score -5648614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5648623.000000 Penalty: 5087.920898
	Iteration 36Q: 3 clusters Score -5648623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5648618.500000 Penalty: 5087.920898
	Iteration 37Q: 3 clusters Score -5648618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5648617.500000 Penalty: 5087.920898
	Iteration 38Q: 3 clusters Score -5648618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5648623.000000 Penalty: 5087.920898
	Iteration 39Q: 3 clusters Score -5648623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5648630.000000 Penalty: 5087.920898
	Iteration 40F: 3 clusters Score -5648630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5648619.500000 Penalty: 5087.920898
	Iteration 41Q: 3 clusters Score -5648620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5648640.500000 Penalty: 5087.920898
	Iteration 42Q: 3 clusters Score -5648640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5648636.000000 Penalty: 5087.920898
	Iteration 43Q: 3 clusters Score -5648636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5648629.500000 Penalty: 5087.920898
	Iteration 44Q: 3 clusters Score -5648630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -5648635.500000 Penalty: 5087.920898
	Iteration 45Q: 3 clusters Score -5648636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5648628.500000 Penalty: 5087.920898
	Iteration 46Q: 3 clusters Score -5648628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -5648634.000000 Penalty: 5087.920898
	Iteration 47Q: 3 clusters Score -5648634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5648626.500000 Penalty: 5087.920898
	Iteration 48Q: 3 clusters Score -5648626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5648622.500000 Penalty: 5087.920898
	Iteration 49Q: 3 clusters Score -5648622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5648629.500000 Penalty: 5087.920898
	Iteration 50Q: 3 clusters Score -5648630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -5648626.000000 Penalty: 5087.920898
	Iteration 51Q: 3 clusters Score -5648626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5648626.500000 Penalty: 5087.920898
	Iteration 52Q: 3 clusters Score -5648626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5648624.000000 Penalty: 5087.920898
	Iteration 53Q: 3 clusters Score -5648624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5648625.500000 Penalty: 5087.920898
	Iteration 54Q: 3 clusters Score -5648626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5648630.000000 Penalty: 5087.920898
	Iteration 55Q: 3 clusters Score -5648630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -5648628.500000 Penalty: 5087.920898
	Iteration 56Q: 3 clusters Score -5648628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -5648638.500000 Penalty: 5087.920898
	Iteration 57Q: 3 clusters Score -5648638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -5648640.000000 Penalty: 5087.920898
	Iteration 58Q: 3 clusters Score -5648640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5648635.500000 Penalty: 5087.920898
	Iteration 59Q: 3 clusters Score -5648636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -5648637.500000 Penalty: 5087.920898
	Iteration 60F: 3 clusters Score -5648638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -5648631.000000 Penalty: 5087.920898
	Iteration 61Q: 3 clusters Score -5648631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -5648632.500000 Penalty: 5087.920898
	Iteration 62Q: 3 clusters Score -5648632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -5648631.500000 Penalty: 5087.920898
	Iteration 63Q: 3 clusters Score -5648632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5648632.500000 Penalty: 5087.920898
	Iteration 64Q: 3 clusters Score -5648632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5648632.500000 Penalty: 5087.920898
	Iteration 65Q: 3 clusters Score -5648632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -5648633.000000 Penalty: 5087.920898
	Iteration 66Q: 3 clusters Score -5648633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5648635.500000 Penalty: 5087.920898
	Iteration 67Q: 3 clusters Score -5648636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5648630.500000 Penalty: 5087.920898
	Iteration 68Q: 3 clusters Score -5648630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5648630.500000 Penalty: 5087.920898
	Iteration 69F: 3 clusters Score -5648630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Entering Unmasked Estep 
Score: -6879636.000000 Penalty: 2579.610107
	Iteration 0F: 2 clusters Score -6879636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -6869436.000000 Penalty: 5159.220215
	Iteration 0F: 3 clusters Score -6869436 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -6877472.500000 Penalty: 5159.220215
	Iteration 1F: 3 clusters Score -6877472 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6877888.500000 Penalty: 5159.220215
	Iteration 2Q: 3 clusters Score -6877888 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -6878224.000000 Penalty: 5159.220215
	Iteration 3Q: 3 clusters Score -6878224 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -6878519.500000 Penalty: 5159.220215
	Iteration 4Q: 3 clusters Score -6878520 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -6878865.500000 Penalty: 5159.220215
	Iteration 5Q: 3 clusters Score -6878866 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -6879240.000000 Penalty: 5159.220215
	Iteration 6Q: 3 clusters Score -6879240 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -6879808.500000 Penalty: 5159.220215
	Iteration 7Q: 3 clusters Score -6879808 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -6880773.000000 Penalty: 5159.220215
	Iteration 8Q: 3 clusters Score -6880773 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -6882215.000000 Penalty: 5159.220215
	Iteration 9F: 3 clusters Score -6882215 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -6883773.000000 Penalty: 5159.220215
	Iteration 10F: 3 clusters Score -6883773 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -6884732.000000 Penalty: 5159.220215
	Iteration 11F: 3 clusters Score -6884732 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6885185.000000 Penalty: 5159.220215
	Iteration 12Q: 3 clusters Score -6885185 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -6885530.500000 Penalty: 5159.220215
	Iteration 13Q: 3 clusters Score -6885530 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6885808.000000 Penalty: 5159.220215
	Iteration 14Q: 3 clusters Score -6885808 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -6886014.000000 Penalty: 5159.220215
	Iteration 15Q: 3 clusters Score -6886014 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -6886195.000000 Penalty: 5159.220215
	Iteration 16Q: 3 clusters Score -6886195 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -6886347.000000 Penalty: 5159.220215
	Iteration 17Q: 3 clusters Score -6886347 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -6886566.000000 Penalty: 5159.220215
	Iteration 18Q: 3 clusters Score -6886566 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -6886650.500000 Penalty: 5159.220215
	Iteration 19Q: 3 clusters Score -6886650 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -6886816.500000 Penalty: 5159.220215
	Iteration 20F: 3 clusters Score -6886816 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -6886892.000000 Penalty: 5159.220215
	Iteration 21Q: 3 clusters Score -6886892 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -6886919.000000 Penalty: 5159.220215
	Iteration 22Q: 3 clusters Score -6886919 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -6886949.000000 Penalty: 5159.220215
	Iteration 23Q: 3 clusters Score -6886949 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -6886964.000000 Penalty: 5159.220215
	Iteration 24Q: 3 clusters Score -6886964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6886972.000000 Penalty: 5159.220215
	Iteration 25Q: 3 clusters Score -6886972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -6887016.000000 Penalty: 5159.220215
	Iteration 26Q: 3 clusters Score -6887016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -6887028.000000 Penalty: 5159.220215
	Iteration 27Q: 3 clusters Score -6887028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6887043.500000 Penalty: 5159.220215
	Iteration 28Q: 3 clusters Score -6887044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -6887065.000000 Penalty: 5159.220215
	Iteration 29Q: 3 clusters Score -6887065 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6887088.000000 Penalty: 5159.220215
	Iteration 30Q: 3 clusters Score -6887088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -6887092.500000 Penalty: 5159.220215
	Iteration 31Q: 3 clusters Score -6887092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -6887082.500000 Penalty: 5159.220215
	Iteration 32Q: 3 clusters Score -6887082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -6887077.000000 Penalty: 5159.220215
	Iteration 33Q: 3 clusters Score -6887077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -6887101.500000 Penalty: 5159.220215
	Iteration 34Q: 3 clusters Score -6887102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -6887105.000000 Penalty: 5159.220215
	Iteration 35Q: 3 clusters Score -6887105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -6887093.500000 Penalty: 5159.220215
	Iteration 36Q: 3 clusters Score -6887094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -6887084.500000 Penalty: 5159.220215
	Iteration 37Q: 3 clusters Score -6887084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -6887087.000000 Penalty: 5159.220215
	Iteration 38Q: 3 clusters Score -6887087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6887096.500000 Penalty: 5159.220215
	Iteration 39Q: 3 clusters Score -6887096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6887107.500000 Penalty: 5159.220215
	Iteration 40F: 3 clusters Score -6887108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -6887102.500000 Penalty: 5159.220215
	Iteration 41Q: 3 clusters Score -6887102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -6887109.500000 Penalty: 5159.220215
	Iteration 42Q: 3 clusters Score -6887110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -6887120.500000 Penalty: 5159.220215
	Iteration 43Q: 3 clusters Score -6887120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6887113.000000 Penalty: 5159.220215
	Iteration 44Q: 3 clusters Score -6887113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -6887106.000000 Penalty: 5159.220215
	Iteration 45Q: 3 clusters Score -6887106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -6887105.000000 Penalty: 5159.220215
	Iteration 46Q: 3 clusters Score -6887105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -6887111.000000 Penalty: 5159.220215
	Iteration 47Q: 3 clusters Score -6887111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6887121.500000 Penalty: 5159.220215
	Iteration 48Q: 3 clusters Score -6887122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6887123.500000 Penalty: 5159.220215
	Iteration 49Q: 3 clusters Score -6887124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6887124.500000 Penalty: 5159.220215
	Iteration 50Q: 3 clusters Score -6887124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6887127.500000 Penalty: 5159.220215
	Iteration 51Q: 3 clusters Score -6887128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -6887132.000000 Penalty: 5159.220215
	Iteration 52Q: 3 clusters Score -6887132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -6887138.500000 Penalty: 5159.220215
	Iteration 53Q: 3 clusters Score -6887138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -6887129.000000 Penalty: 5159.220215
	Iteration 54Q: 3 clusters Score -6887129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -6887122.500000 Penalty: 5159.220215
	Iteration 55Q: 3 clusters Score -6887122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -6887114.500000 Penalty: 5159.220215
	Iteration 56Q: 3 clusters Score -6887114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -6887113.500000 Penalty: 5159.220215
	Iteration 57Q: 3 clusters Score -6887114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -6887117.500000 Penalty: 5159.220215
	Iteration 58Q: 3 clusters Score -6887118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -6887122.500000 Penalty: 5159.220215
	Iteration 59Q: 3 clusters Score -6887122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -6887123.000000 Penalty: 5159.220215
	Iteration 60F: 3 clusters Score -6887123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 33874 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Entering Unmasked Estep 
Score: -177336576.000000 Penalty: 143083.046875
Splitting cluster 12 changes total score from -177332000.000000 to -177336576.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 13 (33874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Entering Unmasked Estep 
Score: -6967163.000000 Penalty: 2586.739990
	Iteration 0F: 2 clusters Score -6967163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -6954949.500000 Penalty: 5173.479980
	Iteration 0F: 3 clusters Score -6954950 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6963374.000000 Penalty: 5173.479980
	Iteration 1F: 3 clusters Score -6963374 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6963779.000000 Penalty: 5173.479980
	Iteration 2F: 3 clusters Score -6963779 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -6964205.000000 Penalty: 5173.479980
	Iteration 3Q: 3 clusters Score -6964205 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -6964603.500000 Penalty: 5173.479980
	Iteration 4Q: 3 clusters Score -6964604 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -6965011.000000 Penalty: 5173.479980
	Iteration 5Q: 3 clusters Score -6965011 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -6965479.000000 Penalty: 5173.479980
	Iteration 6Q: 3 clusters Score -6965479 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -6966174.000000 Penalty: 5173.479980
	Iteration 7Q: 3 clusters Score -6966174 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -6967253.500000 Penalty: 5173.479980
	Iteration 8F: 3 clusters Score -6967254 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6968716.000000 Penalty: 5173.479980
	Iteration 9F: 3 clusters Score -6968716 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -6970366.500000 Penalty: 5173.479980
	Iteration 10F: 3 clusters Score -6970366 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -6971443.500000 Penalty: 5173.479980
	Iteration 11F: 3 clusters Score -6971444 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6971963.000000 Penalty: 5173.479980
	Iteration 12Q: 3 clusters Score -6971963 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -6972216.500000 Penalty: 5173.479980
	Iteration 13Q: 3 clusters Score -6972216 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -6972404.500000 Penalty: 5173.479980
	Iteration 14Q: 3 clusters Score -6972404 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6972587.000000 Penalty: 5173.479980
	Iteration 15Q: 3 clusters Score -6972587 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -6972668.500000 Penalty: 5173.479980
	Iteration 16Q: 3 clusters Score -6972668 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6972807.000000 Penalty: 5173.479980
	Iteration 17Q: 3 clusters Score -6972807 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -6972920.000000 Penalty: 5173.479980
	Iteration 18Q: 3 clusters Score -6972920 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -6973028.500000 Penalty: 5173.479980
	Iteration 19Q: 3 clusters Score -6973028 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6973089.500000 Penalty: 5173.479980
	Iteration 20F: 3 clusters Score -6973090 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -6973111.500000 Penalty: 5173.479980
	Iteration 21Q: 3 clusters Score -6973112 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -6973158.500000 Penalty: 5173.479980
	Iteration 22Q: 3 clusters Score -6973158 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6973205.000000 Penalty: 5173.479980
	Iteration 23Q: 3 clusters Score -6973205 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -6973230.000000 Penalty: 5173.479980
	Iteration 24Q: 3 clusters Score -6973230 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -6973277.500000 Penalty: 5173.479980
	Iteration 25Q: 3 clusters Score -6973278 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -6973279.500000 Penalty: 5173.479980
	Iteration 26Q: 3 clusters Score -6973280 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -6973303.500000 Penalty: 5173.479980
	Iteration 27Q: 3 clusters Score -6973304 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -6973296.000000 Penalty: 5173.479980
	Iteration 28Q: 3 clusters Score -6973296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -6973307.500000 Penalty: 5173.479980
	Iteration 29Q: 3 clusters Score -6973308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -6973327.500000 Penalty: 5173.479980
	Iteration 30Q: 3 clusters Score -6973328 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -6973330.000000 Penalty: 5173.479980
	Iteration 31Q: 3 clusters Score -6973330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -6973347.000000 Penalty: 5173.479980
	Iteration 32Q: 3 clusters Score -6973347 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -6973326.500000 Penalty: 5173.479980
	Iteration 33Q: 3 clusters Score -6973326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6973329.500000 Penalty: 5173.479980
	Iteration 34Q: 3 clusters Score -6973330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -6973326.000000 Penalty: 5173.479980
	Iteration 35Q: 3 clusters Score -6973326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -6973327.500000 Penalty: 5173.479980
	Iteration 36Q: 3 clusters Score -6973328 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -6973319.500000 Penalty: 5173.479980
	Iteration 37Q: 3 clusters Score -6973320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -6973312.000000 Penalty: 5173.479980
	Iteration 38Q: 3 clusters Score -6973312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -6973322.500000 Penalty: 5173.479980
	Iteration 39Q: 3 clusters Score -6973322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6973302.500000 Penalty: 5173.479980
	Iteration 40F: 3 clusters Score -6973302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -6973296.000000 Penalty: 5173.479980
	Iteration 41Q: 3 clusters Score -6973296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -6973304.000000 Penalty: 5173.479980
	Iteration 42Q: 3 clusters Score -6973304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6973300.000000 Penalty: 5173.479980
	Iteration 43Q: 3 clusters Score -6973300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -6973282.500000 Penalty: 5173.479980
	Iteration 44Q: 3 clusters Score -6973282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -6973265.000000 Penalty: 5173.479980
	Iteration 45Q: 3 clusters Score -6973265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6973261.500000 Penalty: 5173.479980
	Iteration 46Q: 3 clusters Score -6973262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6973256.500000 Penalty: 5173.479980
	Iteration 47Q: 3 clusters Score -6973256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6973253.500000 Penalty: 5173.479980
	Iteration 48Q: 3 clusters Score -6973254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -6973241.500000 Penalty: 5173.479980
	Iteration 49Q: 3 clusters Score -6973242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -6973226.500000 Penalty: 5173.479980
	Iteration 50Q: 3 clusters Score -6973226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6973239.500000 Penalty: 5173.479980
	Iteration 51Q: 3 clusters Score -6973240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -6973248.500000 Penalty: 5173.479980
	Iteration 52Q: 3 clusters Score -6973248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -6973244.500000 Penalty: 5173.479980
	Iteration 53Q: 3 clusters Score -6973244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6973246.500000 Penalty: 5173.479980
	Iteration 54Q: 3 clusters Score -6973246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -6973248.500000 Penalty: 5173.479980
	Iteration 55Q: 3 clusters Score -6973248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -6973250.000000 Penalty: 5173.479980
	Iteration 56Q: 3 clusters Score -6973250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -6973251.500000 Penalty: 5173.479980
	Iteration 57Q: 3 clusters Score -6973252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -6973254.500000 Penalty: 5173.479980
	Iteration 58Q: 3 clusters Score -6973254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6973253.500000 Penalty: 5173.479980
	Iteration 59Q: 3 clusters Score -6973254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6973253.500000 Penalty: 5173.479980
	Iteration 60F: 3 clusters Score -6973254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 34191 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Entering Unmasked Estep 
Score: -177341136.000000 Penalty: 146489.781250
Splitting cluster 13 changes total score from -177332000.000000 to -177341136.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 14 (30251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Entering Unmasked Estep 
Score: -5807551.000000 Penalty: 2558.686523
	Iteration 0F: 2 clusters Score -5807551 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 15172 members 
Entering Unmasked Estep 
Score: -5788726.500000 Penalty: 5117.373047
	Iteration 0F: 3 clusters Score -5788726 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -5796025.500000 Penalty: 5117.373047
	Iteration 1F: 3 clusters Score -5796026 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5796465.500000 Penalty: 5117.373047
	Iteration 2Q: 3 clusters Score -5796466 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5796769.000000 Penalty: 5117.373047
	Iteration 3Q: 3 clusters Score -5796769 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5797130.500000 Penalty: 5117.373047
	Iteration 4Q: 3 clusters Score -5797130 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -5797453.500000 Penalty: 5117.373047
	Iteration 5Q: 3 clusters Score -5797454 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -5797793.000000 Penalty: 5117.373047
	Iteration 6Q: 3 clusters Score -5797793 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5798091.500000 Penalty: 5117.373047
	Iteration 7Q: 3 clusters Score -5798092 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5798450.000000 Penalty: 5117.373047
	Iteration 8Q: 3 clusters Score -5798450 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5798795.500000 Penalty: 5117.373047
	Iteration 9Q: 3 clusters Score -5798796 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -5799220.500000 Penalty: 5117.373047
	Iteration 10Q: 3 clusters Score -5799220 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5799828.500000 Penalty: 5117.373047
	Iteration 11Q: 3 clusters Score -5799828 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5800845.000000 Penalty: 5117.373047
	Iteration 12Q: 3 clusters Score -5800845 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5802003.000000 Penalty: 5117.373047
	Iteration 13F: 3 clusters Score -5802003 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -5803087.500000 Penalty: 5117.373047
	Iteration 14F: 3 clusters Score -5803088 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5803643.000000 Penalty: 5117.373047
	Iteration 15Q: 3 clusters Score -5803643 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5803884.500000 Penalty: 5117.373047
	Iteration 16Q: 3 clusters Score -5803884 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5803999.000000 Penalty: 5117.373047
	Iteration 17Q: 3 clusters Score -5803999 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -5804078.500000 Penalty: 5117.373047
	Iteration 18Q: 3 clusters Score -5804078 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5804130.500000 Penalty: 5117.373047
	Iteration 19Q: 3 clusters Score -5804130 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -5804176.500000 Penalty: 5117.373047
	Iteration 20F: 3 clusters Score -5804176 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -5804177.000000 Penalty: 5117.373047
	Iteration 21Q: 3 clusters Score -5804177 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5804182.500000 Penalty: 5117.373047
	Iteration 22Q: 3 clusters Score -5804182 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5804227.500000 Penalty: 5117.373047
	Iteration 23Q: 3 clusters Score -5804228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -5804233.500000 Penalty: 5117.373047
	Iteration 24Q: 3 clusters Score -5804234 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5804281.500000 Penalty: 5117.373047
	Iteration 25Q: 3 clusters Score -5804282 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -5804319.500000 Penalty: 5117.373047
	Iteration 26Q: 3 clusters Score -5804320 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5804347.000000 Penalty: 5117.373047
	Iteration 27Q: 3 clusters Score -5804347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5804369.500000 Penalty: 5117.373047
	Iteration 28Q: 3 clusters Score -5804370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5804410.000000 Penalty: 5117.373047
	Iteration 29Q: 3 clusters Score -5804410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5804424.000000 Penalty: 5117.373047
	Iteration 30Q: 3 clusters Score -5804424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -5804434.000000 Penalty: 5117.373047
	Iteration 31Q: 3 clusters Score -5804434 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5804457.000000 Penalty: 5117.373047
	Iteration 32Q: 3 clusters Score -5804457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -5804466.500000 Penalty: 5117.373047
	Iteration 33Q: 3 clusters Score -5804466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5804495.000000 Penalty: 5117.373047
	Iteration 34Q: 3 clusters Score -5804495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5804498.500000 Penalty: 5117.373047
	Iteration 35Q: 3 clusters Score -5804498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5804516.500000 Penalty: 5117.373047
	Iteration 36Q: 3 clusters Score -5804516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5804525.000000 Penalty: 5117.373047
	Iteration 37Q: 3 clusters Score -5804525 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -5804539.500000 Penalty: 5117.373047
	Iteration 38Q: 3 clusters Score -5804540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -5804545.500000 Penalty: 5117.373047
	Iteration 39Q: 3 clusters Score -5804546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5804548.500000 Penalty: 5117.373047
	Iteration 40F: 3 clusters Score -5804548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -5804582.500000 Penalty: 5117.373047
	Iteration 41Q: 3 clusters Score -5804582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -5804575.000000 Penalty: 5117.373047
	Iteration 42Q: 3 clusters Score -5804575 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -5804568.500000 Penalty: 5117.373047
	Iteration 43Q: 3 clusters Score -5804568 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -5804600.500000 Penalty: 5117.373047
	Iteration 44Q: 3 clusters Score -5804600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -5804612.000000 Penalty: 5117.373047
	Iteration 45Q: 3 clusters Score -5804612 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -5804627.500000 Penalty: 5117.373047
	Iteration 46Q: 3 clusters Score -5804628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5804609.500000 Penalty: 5117.373047
	Iteration 47Q: 3 clusters Score -5804610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5804620.000000 Penalty: 5117.373047
	Iteration 48Q: 3 clusters Score -5804620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5804614.500000 Penalty: 5117.373047
	Iteration 49Q: 3 clusters Score -5804614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -5804629.500000 Penalty: 5117.373047
	Iteration 50Q: 3 clusters Score -5804630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -5804644.500000 Penalty: 5117.373047
	Iteration 51Q: 3 clusters Score -5804644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -5804652.500000 Penalty: 5117.373047
	Iteration 52Q: 3 clusters Score -5804652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -5804661.000000 Penalty: 5117.373047
	Iteration 53Q: 3 clusters Score -5804661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5804663.500000 Penalty: 5117.373047
	Iteration 54Q: 3 clusters Score -5804664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5804676.000000 Penalty: 5117.373047
	Iteration 55Q: 3 clusters Score -5804676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5804680.000000 Penalty: 5117.373047
	Iteration 56Q: 3 clusters Score -5804680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5804684.500000 Penalty: 5117.373047
	Iteration 57Q: 3 clusters Score -5804684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5804694.500000 Penalty: 5117.373047
	Iteration 58Q: 3 clusters Score -5804694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5804707.500000 Penalty: 5117.373047
	Iteration 59Q: 3 clusters Score -5804708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5804713.000000 Penalty: 5117.373047
	Iteration 60F: 3 clusters Score -5804713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5804727.500000 Penalty: 5117.373047
	Iteration 61Q: 3 clusters Score -5804728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -5804731.500000 Penalty: 5117.373047
	Iteration 62Q: 3 clusters Score -5804732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -5804719.500000 Penalty: 5117.373047
	Iteration 63Q: 3 clusters Score -5804720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5804729.500000 Penalty: 5117.373047
	Iteration 64Q: 3 clusters Score -5804730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5804743.500000 Penalty: 5117.373047
	Iteration 65Q: 3 clusters Score -5804744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5804745.500000 Penalty: 5117.373047
	Iteration 66Q: 3 clusters Score -5804746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5804745.500000 Penalty: 5117.373047
	Iteration 67Q: 3 clusters Score -5804746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5804738.000000 Penalty: 5117.373047
	Iteration 68Q: 3 clusters Score -5804738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -5804745.000000 Penalty: 5117.373047
	Iteration 69Q: 3 clusters Score -5804745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -5804745.000000 Penalty: 5117.373047
	Iteration 70Q: 3 clusters Score -5804745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5804749.000000 Penalty: 5117.373047
	Iteration 71Q: 3 clusters Score -5804749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5804745.500000 Penalty: 5117.373047
	Iteration 72Q: 3 clusters Score -5804746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5804754.000000 Penalty: 5117.373047
	Iteration 73Q: 3 clusters Score -5804754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5804760.500000 Penalty: 5117.373047
	Iteration 74Q: 3 clusters Score -5804760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5804760.500000 Penalty: 5117.373047
	Iteration 75Q: 3 clusters Score -5804760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5804766.500000 Penalty: 5117.373047
	Iteration 76Q: 3 clusters Score -5804766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -5804764.500000 Penalty: 5117.373047
	Iteration 77Q: 3 clusters Score -5804764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -5804767.500000 Penalty: 5117.373047
	Iteration 78Q: 3 clusters Score -5804768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -5804768.500000 Penalty: 5117.373047
	Iteration 79Q: 3 clusters Score -5804768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5804774.000000 Penalty: 5117.373047
	Iteration 80F: 3 clusters Score -5804774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5804778.500000 Penalty: 5117.373047
	Iteration 81Q: 3 clusters Score -5804778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -5804774.500000 Penalty: 5117.373047
	Iteration 82Q: 3 clusters Score -5804774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5804783.500000 Penalty: 5117.373047
	Iteration 83Q: 3 clusters Score -5804784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5804780.500000 Penalty: 5117.373047
	Iteration 84Q: 3 clusters Score -5804780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -5804788.500000 Penalty: 5117.373047
	Iteration 85Q: 3 clusters Score -5804788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5804782.000000 Penalty: 5117.373047
	Iteration 86Q: 3 clusters Score -5804782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5804787.000000 Penalty: 5117.373047
	Iteration 87Q: 3 clusters Score -5804787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5804787.000000 Penalty: 5117.373047
	Iteration 88Q: 3 clusters Score -5804787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5804783.500000 Penalty: 5117.373047
	Iteration 89Q: 3 clusters Score -5804784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -5804788.500000 Penalty: 5117.373047
	Iteration 90Q: 3 clusters Score -5804788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5804782.500000 Penalty: 5117.373047
	Iteration 91Q: 3 clusters Score -5804782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -5804783.500000 Penalty: 5117.373047
	Iteration 92Q: 3 clusters Score -5804784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -5804781.000000 Penalty: 5117.373047
	Iteration 93Q: 3 clusters Score -5804781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -5804782.500000 Penalty: 5117.373047
	Iteration 94Q: 3 clusters Score -5804782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5804784.000000 Penalty: 5117.373047
	Iteration 95Q: 3 clusters Score -5804784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5804784.000000 Penalty: 5117.373047
	Iteration 96F: 3 clusters Score -5804784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -5191639.500000 Penalty: 2544.168945
	Iteration 0F: 2 clusters Score -5191640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -5172079.000000 Penalty: 5088.337891
	Iteration 0F: 3 clusters Score -5172079 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5179257.500000 Penalty: 5088.337891
	Iteration 1F: 3 clusters Score -5179258 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5179807.000000 Penalty: 5088.337891
	Iteration 2Q: 3 clusters Score -5179807 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5180376.000000 Penalty: 5088.337891
	Iteration 3Q: 3 clusters Score -5180376 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5180845.000000 Penalty: 5088.337891
	Iteration 4Q: 3 clusters Score -5180845 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5181386.500000 Penalty: 5088.337891
	Iteration 5Q: 3 clusters Score -5181386 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5181962.500000 Penalty: 5088.337891
	Iteration 6Q: 3 clusters Score -5181962 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -5182559.500000 Penalty: 5088.337891
	Iteration 7Q: 3 clusters Score -5182560 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -5183197.000000 Penalty: 5088.337891
	Iteration 8Q: 3 clusters Score -5183197 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5183928.500000 Penalty: 5088.337891
	Iteration 9Q: 3 clusters Score -5183928 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -5184812.000000 Penalty: 5088.337891
	Iteration 10Q: 3 clusters Score -5184812 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5185696.000000 Penalty: 5088.337891
	Iteration 11Q: 3 clusters Score -5185696 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -5186597.500000 Penalty: 5088.337891
	Iteration 12Q: 3 clusters Score -5186598 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5187331.000000 Penalty: 5088.337891
	Iteration 13Q: 3 clusters Score -5187331 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -5187967.500000 Penalty: 5088.337891
	Iteration 14Q: 3 clusters Score -5187968 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5188420.000000 Penalty: 5088.337891
	Iteration 15Q: 3 clusters Score -5188420 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5188736.500000 Penalty: 5088.337891
	Iteration 16Q: 3 clusters Score -5188736 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5188930.000000 Penalty: 5088.337891
	Iteration 17Q: 3 clusters Score -5188930 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -5189082.000000 Penalty: 5088.337891
	Iteration 18Q: 3 clusters Score -5189082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5189207.500000 Penalty: 5088.337891
	Iteration 19Q: 3 clusters Score -5189208 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5189273.000000 Penalty: 5088.337891
	Iteration 20F: 3 clusters Score -5189273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -5189331.500000 Penalty: 5088.337891
	Iteration 21Q: 3 clusters Score -5189332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5189367.000000 Penalty: 5088.337891
	Iteration 22Q: 3 clusters Score -5189367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -5189384.500000 Penalty: 5088.337891
	Iteration 23Q: 3 clusters Score -5189384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5189398.000000 Penalty: 5088.337891
	Iteration 24Q: 3 clusters Score -5189398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5189419.500000 Penalty: 5088.337891
	Iteration 25Q: 3 clusters Score -5189420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5189426.000000 Penalty: 5088.337891
	Iteration 26Q: 3 clusters Score -5189426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -5189435.500000 Penalty: 5088.337891
	Iteration 27Q: 3 clusters Score -5189436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -5189456.000000 Penalty: 5088.337891
	Iteration 28Q: 3 clusters Score -5189456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5189468.500000 Penalty: 5088.337891
	Iteration 29Q: 3 clusters Score -5189468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5189478.500000 Penalty: 5088.337891
	Iteration 30Q: 3 clusters Score -5189478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5189490.500000 Penalty: 5088.337891
	Iteration 31Q: 3 clusters Score -5189490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5189492.500000 Penalty: 5088.337891
	Iteration 32Q: 3 clusters Score -5189492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -5189493.500000 Penalty: 5088.337891
	Iteration 33Q: 3 clusters Score -5189494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -5189498.000000 Penalty: 5088.337891
	Iteration 34Q: 3 clusters Score -5189498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5189503.000000 Penalty: 5088.337891
	Iteration 35Q: 3 clusters Score -5189503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5189512.500000 Penalty: 5088.337891
	Iteration 36Q: 3 clusters Score -5189512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5189509.000000 Penalty: 5088.337891
	Iteration 37Q: 3 clusters Score -5189509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5189509.500000 Penalty: 5088.337891
	Iteration 38Q: 3 clusters Score -5189510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5189509.500000 Penalty: 5088.337891
	Iteration 39F: 3 clusters Score -5189510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Entering Unmasked Estep 
Score: -5236988.000000 Penalty: 2537.830322
	Iteration 0F: 2 clusters Score -5236988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5218549.000000 Penalty: 5075.660645
	Iteration 0F: 3 clusters Score -5218549 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5225264.000000 Penalty: 5075.660645
	Iteration 1F: 3 clusters Score -5225264 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -5225694.500000 Penalty: 5075.660645
	Iteration 2Q: 3 clusters Score -5225694 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -5226056.500000 Penalty: 5075.660645
	Iteration 3Q: 3 clusters Score -5226056 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5226482.000000 Penalty: 5075.660645
	Iteration 4Q: 3 clusters Score -5226482 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5227086.500000 Penalty: 5075.660645
	Iteration 5Q: 3 clusters Score -5227086 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5227944.500000 Penalty: 5075.660645
	Iteration 6F: 3 clusters Score -5227944 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5229203.500000 Penalty: 5075.660645
	Iteration 7F: 3 clusters Score -5229204 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5230980.000000 Penalty: 5075.660645
	Iteration 8F: 3 clusters Score -5230980 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5232804.500000 Penalty: 5075.660645
	Iteration 9F: 3 clusters Score -5232804 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5234004.000000 Penalty: 5075.660645
	Iteration 10F: 3 clusters Score -5234004 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5234563.000000 Penalty: 5075.660645
	Iteration 11Q: 3 clusters Score -5234563 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5234809.000000 Penalty: 5075.660645
	Iteration 12Q: 3 clusters Score -5234809 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5234908.000000 Penalty: 5075.660645
	Iteration 13Q: 3 clusters Score -5234908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -5234964.000000 Penalty: 5075.660645
	Iteration 14Q: 3 clusters Score -5234964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5234992.500000 Penalty: 5075.660645
	Iteration 15Q: 3 clusters Score -5234992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5235014.500000 Penalty: 5075.660645
	Iteration 16Q: 3 clusters Score -5235014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5235038.500000 Penalty: 5075.660645
	Iteration 17Q: 3 clusters Score -5235038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5235065.500000 Penalty: 5075.660645
	Iteration 18Q: 3 clusters Score -5235066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -5235078.500000 Penalty: 5075.660645
	Iteration 19Q: 3 clusters Score -5235078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5235086.500000 Penalty: 5075.660645
	Iteration 20F: 3 clusters Score -5235086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5235102.500000 Penalty: 5075.660645
	Iteration 21Q: 3 clusters Score -5235102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5235103.000000 Penalty: 5075.660645
	Iteration 22Q: 3 clusters Score -5235103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5235108.500000 Penalty: 5075.660645
	Iteration 23Q: 3 clusters Score -5235108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5235109.500000 Penalty: 5075.660645
	Iteration 24Q: 3 clusters Score -5235110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5235116.500000 Penalty: 5075.660645
	Iteration 25Q: 3 clusters Score -5235116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5235124.500000 Penalty: 5075.660645
	Iteration 26Q: 3 clusters Score -5235124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -5235129.000000 Penalty: 5075.660645
	Iteration 27Q: 3 clusters Score -5235129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5235128.500000 Penalty: 5075.660645
	Iteration 28Q: 3 clusters Score -5235128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5235128.500000 Penalty: 5075.660645
	Iteration 29F: 3 clusters Score -5235128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (34191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Entering Unmasked Estep 
Score: -6982920.500000 Penalty: 2589.049805
	Iteration 0F: 2 clusters Score -6982920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -6970299.000000 Penalty: 5178.099609
	Iteration 0F: 3 clusters Score -6970299 nChanged 15598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -6978779.000000 Penalty: 5178.099609
	Iteration 1F: 3 clusters Score -6978779 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -6979202.000000 Penalty: 5178.099609
	Iteration 2F: 3 clusters Score -6979202 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -6979538.500000 Penalty: 5178.099609
	Iteration 3Q: 3 clusters Score -6979538 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6979868.000000 Penalty: 5178.099609
	Iteration 4Q: 3 clusters Score -6979868 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -6980195.000000 Penalty: 5178.099609
	Iteration 5Q: 3 clusters Score -6980195 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -6980542.500000 Penalty: 5178.099609
	Iteration 6Q: 3 clusters Score -6980542 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -6981049.500000 Penalty: 5178.099609
	Iteration 7Q: 3 clusters Score -6981050 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -6981739.000000 Penalty: 5178.099609
	Iteration 8Q: 3 clusters Score -6981739 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6982668.000000 Penalty: 5178.099609
	Iteration 9Q: 3 clusters Score -6982668 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6983966.000000 Penalty: 5178.099609
	Iteration 10F: 3 clusters Score -6983966 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -6985130.500000 Penalty: 5178.099609
	Iteration 11F: 3 clusters Score -6985130 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -6985883.000000 Penalty: 5178.099609
	Iteration 12Q: 3 clusters Score -6985883 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -6986344.000000 Penalty: 5178.099609
	Iteration 13Q: 3 clusters Score -6986344 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -6986598.000000 Penalty: 5178.099609
	Iteration 14Q: 3 clusters Score -6986598 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -6986841.500000 Penalty: 5178.099609
	Iteration 15Q: 3 clusters Score -6986842 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6987008.000000 Penalty: 5178.099609
	Iteration 16Q: 3 clusters Score -6987008 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -6987187.500000 Penalty: 5178.099609
	Iteration 17Q: 3 clusters Score -6987188 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -6987378.500000 Penalty: 5178.099609
	Iteration 18Q: 3 clusters Score -6987378 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -6987475.000000 Penalty: 5178.099609
	Iteration 19Q: 3 clusters Score -6987475 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -6987618.500000 Penalty: 5178.099609
	Iteration 20F: 3 clusters Score -6987618 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -6987729.000000 Penalty: 5178.099609
	Iteration 21Q: 3 clusters Score -6987729 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -6987865.000000 Penalty: 5178.099609
	Iteration 22Q: 3 clusters Score -6987865 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -6988012.000000 Penalty: 5178.099609
	Iteration 23Q: 3 clusters Score -6988012 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -6988088.500000 Penalty: 5178.099609
	Iteration 24Q: 3 clusters Score -6988088 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6988163.500000 Penalty: 5178.099609
	Iteration 25Q: 3 clusters Score -6988164 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -6988249.000000 Penalty: 5178.099609
	Iteration 26Q: 3 clusters Score -6988249 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -6988320.000000 Penalty: 5178.099609
	Iteration 27Q: 3 clusters Score -6988320 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -6988404.000000 Penalty: 5178.099609
	Iteration 28Q: 3 clusters Score -6988404 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -6988487.500000 Penalty: 5178.099609
	Iteration 29Q: 3 clusters Score -6988488 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -6988542.000000 Penalty: 5178.099609
	Iteration 30Q: 3 clusters Score -6988542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -6988588.000000 Penalty: 5178.099609
	Iteration 31Q: 3 clusters Score -6988588 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -6988613.500000 Penalty: 5178.099609
	Iteration 32Q: 3 clusters Score -6988614 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -6988641.500000 Penalty: 5178.099609
	Iteration 33Q: 3 clusters Score -6988642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -6988686.500000 Penalty: 5178.099609
	Iteration 34Q: 3 clusters Score -6988686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -6988721.000000 Penalty: 5178.099609
	Iteration 35Q: 3 clusters Score -6988721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -6988751.000000 Penalty: 5178.099609
	Iteration 36Q: 3 clusters Score -6988751 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -6988762.500000 Penalty: 5178.099609
	Iteration 37Q: 3 clusters Score -6988762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6988804.000000 Penalty: 5178.099609
	Iteration 38Q: 3 clusters Score -6988804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -6988821.500000 Penalty: 5178.099609
	Iteration 39Q: 3 clusters Score -6988822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -6988874.500000 Penalty: 5178.099609
	Iteration 40F: 3 clusters Score -6988874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6988880.000000 Penalty: 5178.099609
	Iteration 41Q: 3 clusters Score -6988880 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -6988885.500000 Penalty: 5178.099609
	Iteration 42Q: 3 clusters Score -6988886 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6988893.500000 Penalty: 5178.099609
	Iteration 43Q: 3 clusters Score -6988894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -6988868.500000 Penalty: 5178.099609
	Iteration 44Q: 3 clusters Score -6988868 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6988895.000000 Penalty: 5178.099609
	Iteration 45Q: 3 clusters Score -6988895 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -6988936.000000 Penalty: 5178.099609
	Iteration 46Q: 3 clusters Score -6988936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -6988940.000000 Penalty: 5178.099609
	Iteration 47Q: 3 clusters Score -6988940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -6988971.000000 Penalty: 5178.099609
	Iteration 48Q: 3 clusters Score -6988971 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -6988992.000000 Penalty: 5178.099609
	Iteration 49Q: 3 clusters Score -6988992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6988993.500000 Penalty: 5178.099609
	Iteration 50Q: 3 clusters Score -6988994 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -6989014.000000 Penalty: 5178.099609
	Iteration 51Q: 3 clusters Score -6989014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -6989048.500000 Penalty: 5178.099609
	Iteration 52Q: 3 clusters Score -6989048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -6989054.000000 Penalty: 5178.099609
	Iteration 53Q: 3 clusters Score -6989054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -6989040.500000 Penalty: 5178.099609
	Iteration 54Q: 3 clusters Score -6989040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -6989037.000000 Penalty: 5178.099609
	Iteration 55Q: 3 clusters Score -6989037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -6989056.000000 Penalty: 5178.099609
	Iteration 56Q: 3 clusters Score -6989056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -6989064.000000 Penalty: 5178.099609
	Iteration 57Q: 3 clusters Score -6989064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -6989088.000000 Penalty: 5178.099609
	Iteration 58Q: 3 clusters Score -6989088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -6989070.000000 Penalty: 5178.099609
	Iteration 59Q: 3 clusters Score -6989070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -6989092.000000 Penalty: 5178.099609
	Iteration 60F: 3 clusters Score -6989092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -6989124.000000 Penalty: 5178.099609
	Iteration 61Q: 3 clusters Score -6989124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -6989121.000000 Penalty: 5178.099609
	Iteration 62Q: 3 clusters Score -6989121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6989133.000000 Penalty: 5178.099609
	Iteration 63Q: 3 clusters Score -6989133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -6989142.000000 Penalty: 5178.099609
	Iteration 64Q: 3 clusters Score -6989142 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6989150.000000 Penalty: 5178.099609
	Iteration 65Q: 3 clusters Score -6989150 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -6989148.500000 Penalty: 5178.099609
	Iteration 66Q: 3 clusters Score -6989148 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -6989179.000000 Penalty: 5178.099609
	Iteration 67Q: 3 clusters Score -6989179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6989186.500000 Penalty: 5178.099609
	Iteration 68Q: 3 clusters Score -6989186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6989204.500000 Penalty: 5178.099609
	Iteration 69Q: 3 clusters Score -6989204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -6989208.000000 Penalty: 5178.099609
	Iteration 70Q: 3 clusters Score -6989208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -6989221.000000 Penalty: 5178.099609
	Iteration 71Q: 3 clusters Score -6989221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6989224.000000 Penalty: 5178.099609
	Iteration 72Q: 3 clusters Score -6989224 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -6989215.000000 Penalty: 5178.099609
	Iteration 73Q: 3 clusters Score -6989215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -6989225.500000 Penalty: 5178.099609
	Iteration 74Q: 3 clusters Score -6989226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6989227.000000 Penalty: 5178.099609
	Iteration 75Q: 3 clusters Score -6989227 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -6989207.000000 Penalty: 5178.099609
	Iteration 76Q: 3 clusters Score -6989207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -6989229.000000 Penalty: 5178.099609
	Iteration 77Q: 3 clusters Score -6989229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -6989214.500000 Penalty: 5178.099609
	Iteration 78Q: 3 clusters Score -6989214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -6989208.500000 Penalty: 5178.099609
	Iteration 79Q: 3 clusters Score -6989208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6989204.500000 Penalty: 5178.099609
	Iteration 80F: 3 clusters Score -6989204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -6989219.000000 Penalty: 5178.099609
	Iteration 81Q: 3 clusters Score -6989219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -6989221.000000 Penalty: 5178.099609
	Iteration 82Q: 3 clusters Score -6989221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -6989216.000000 Penalty: 5178.099609
	Iteration 83Q: 3 clusters Score -6989216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6989221.500000 Penalty: 5178.099609
	Iteration 84Q: 3 clusters Score -6989222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -6989215.500000 Penalty: 5178.099609
	Iteration 85Q: 3 clusters Score -6989216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -6989219.000000 Penalty: 5178.099609
	Iteration 86Q: 3 clusters Score -6989219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6989223.500000 Penalty: 5178.099609
	Iteration 87Q: 3 clusters Score -6989224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -6989231.000000 Penalty: 5178.099609
	Iteration 88Q: 3 clusters Score -6989231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -6989236.000000 Penalty: 5178.099609
	Iteration 89Q: 3 clusters Score -6989236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -6989233.500000 Penalty: 5178.099609
	Iteration 90Q: 3 clusters Score -6989234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -6989227.000000 Penalty: 5178.099609
	Iteration 91Q: 3 clusters Score -6989227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -6989236.500000 Penalty: 5178.099609
	Iteration 92Q: 3 clusters Score -6989236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6989232.000000 Penalty: 5178.099609
	Iteration 93Q: 3 clusters Score -6989232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6989234.000000 Penalty: 5178.099609
	Iteration 94Q: 3 clusters Score -6989234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6989237.500000 Penalty: 5178.099609
	Iteration 95Q: 3 clusters Score -6989238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -6989245.000000 Penalty: 5178.099609
	Iteration 96Q: 3 clusters Score -6989245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -6989233.500000 Penalty: 5178.099609
	Iteration 97Q: 3 clusters Score -6989234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -6989230.000000 Penalty: 5178.099609
	Iteration 98Q: 3 clusters Score -6989230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -6989230.000000 Penalty: 5178.099609
	Iteration 99Q: 3 clusters Score -6989230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -6989236.000000 Penalty: 5178.099609
	Iteration 100F: 3 clusters Score -6989236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -6989243.500000 Penalty: 5178.099609
	Iteration 101Q: 3 clusters Score -6989244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6989242.000000 Penalty: 5178.099609
	Iteration 102Q: 3 clusters Score -6989242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -6989234.500000 Penalty: 5178.099609
	Iteration 103Q: 3 clusters Score -6989234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -6989237.500000 Penalty: 5178.099609
	Iteration 104Q: 3 clusters Score -6989238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6989238.500000 Penalty: 5178.099609
	Iteration 105Q: 3 clusters Score -6989238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -6989241.500000 Penalty: 5178.099609
	Iteration 106Q: 3 clusters Score -6989242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -6989230.000000 Penalty: 5178.099609
	Iteration 107Q: 3 clusters Score -6989230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6989234.500000 Penalty: 5178.099609
	Iteration 108Q: 3 clusters Score -6989234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6989238.000000 Penalty: 5178.099609
	Iteration 109Q: 3 clusters Score -6989238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6989236.500000 Penalty: 5178.099609
	Iteration 110Q: 3 clusters Score -6989236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6989236.500000 Penalty: 5178.099609
	Iteration 111F: 3 clusters Score -6989236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 5077 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Entering Unmasked Estep 
Score: -177347520.000000 Penalty: 149896.531250
Splitting cluster 17 changes total score from -177332000.000000 to -177347520.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 18 (30341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Entering Unmasked Estep 
Score: -5906512.000000 Penalty: 2559.423340
	Iteration 0F: 2 clusters Score -5906512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5887880.500000 Penalty: 5118.846680
	Iteration 0F: 3 clusters Score -5887880 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -5895434.000000 Penalty: 5118.846680
	Iteration 1F: 3 clusters Score -5895434 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -5896048.000000 Penalty: 5118.846680
	Iteration 2F: 3 clusters Score -5896048 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5896719.500000 Penalty: 5118.846680
	Iteration 3F: 3 clusters Score -5896720 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5897478.000000 Penalty: 5118.846680
	Iteration 4F: 3 clusters Score -5897478 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5898277.500000 Penalty: 5118.846680
	Iteration 5F: 3 clusters Score -5898278 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5899233.000000 Penalty: 5118.846680
	Iteration 6F: 3 clusters Score -5899233 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -5900369.000000 Penalty: 5118.846680
	Iteration 7F: 3 clusters Score -5900369 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5901711.500000 Penalty: 5118.846680
	Iteration 8F: 3 clusters Score -5901712 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5902724.500000 Penalty: 5118.846680
	Iteration 9F: 3 clusters Score -5902724 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5903182.500000 Penalty: 5118.846680
	Iteration 10Q: 3 clusters Score -5903182 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -5903294.000000 Penalty: 5118.846680
	Iteration 11Q: 3 clusters Score -5903294 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -5903371.500000 Penalty: 5118.846680
	Iteration 12Q: 3 clusters Score -5903372 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -5903356.000000 Penalty: 5118.846680
	Iteration 13Q: 3 clusters Score -5903356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -5903363.000000 Penalty: 5118.846680
	Iteration 14Q: 3 clusters Score -5903363 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5903374.000000 Penalty: 5118.846680
	Iteration 15Q: 3 clusters Score -5903374 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5903365.000000 Penalty: 5118.846680
	Iteration 16Q: 3 clusters Score -5903365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5903358.500000 Penalty: 5118.846680
	Iteration 17Q: 3 clusters Score -5903358 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5903371.500000 Penalty: 5118.846680
	Iteration 18Q: 3 clusters Score -5903372 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5903354.500000 Penalty: 5118.846680
	Iteration 19Q: 3 clusters Score -5903354 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5903348.500000 Penalty: 5118.846680
	Iteration 20F: 3 clusters Score -5903348 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5903334.500000 Penalty: 5118.846680
	Iteration 21Q: 3 clusters Score -5903334 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5903344.500000 Penalty: 5118.846680
	Iteration 22Q: 3 clusters Score -5903344 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5903317.500000 Penalty: 5118.846680
	Iteration 23Q: 3 clusters Score -5903318 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5903305.500000 Penalty: 5118.846680
	Iteration 24Q: 3 clusters Score -5903306 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5903285.000000 Penalty: 5118.846680
	Iteration 25Q: 3 clusters Score -5903285 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5903266.500000 Penalty: 5118.846680
	Iteration 26Q: 3 clusters Score -5903266 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5903282.000000 Penalty: 5118.846680
	Iteration 27Q: 3 clusters Score -5903282 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5903269.000000 Penalty: 5118.846680
	Iteration 28Q: 3 clusters Score -5903269 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -5903288.500000 Penalty: 5118.846680
	Iteration 29Q: 3 clusters Score -5903288 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5903266.500000 Penalty: 5118.846680
	Iteration 30Q: 3 clusters Score -5903266 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -5903255.500000 Penalty: 5118.846680
	Iteration 31Q: 3 clusters Score -5903256 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -5903221.000000 Penalty: 5118.846680
	Iteration 32Q: 3 clusters Score -5903221 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -5903217.000000 Penalty: 5118.846680
	Iteration 33Q: 3 clusters Score -5903217 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5903199.000000 Penalty: 5118.846680
	Iteration 34Q: 3 clusters Score -5903199 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5903175.500000 Penalty: 5118.846680
	Iteration 35Q: 3 clusters Score -5903176 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5903167.000000 Penalty: 5118.846680
	Iteration 36Q: 3 clusters Score -5903167 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -5903185.500000 Penalty: 5118.846680
	Iteration 37Q: 3 clusters Score -5903186 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5903175.500000 Penalty: 5118.846680
	Iteration 38Q: 3 clusters Score -5903176 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5903162.000000 Penalty: 5118.846680
	Iteration 39Q: 3 clusters Score -5903162 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5903139.500000 Penalty: 5118.846680
	Iteration 40F: 3 clusters Score -5903140 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5903130.000000 Penalty: 5118.846680
	Iteration 41Q: 3 clusters Score -5903130 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -5903161.000000 Penalty: 5118.846680
	Iteration 42Q: 3 clusters Score -5903161 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5903155.000000 Penalty: 5118.846680
	Iteration 43Q: 3 clusters Score -5903155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5903131.000000 Penalty: 5118.846680
	Iteration 44Q: 3 clusters Score -5903131 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5903131.500000 Penalty: 5118.846680
	Iteration 45Q: 3 clusters Score -5903132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -5903131.500000 Penalty: 5118.846680
	Iteration 46Q: 3 clusters Score -5903132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5903117.000000 Penalty: 5118.846680
	Iteration 47Q: 3 clusters Score -5903117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -5903119.000000 Penalty: 5118.846680
	Iteration 48Q: 3 clusters Score -5903119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5903091.000000 Penalty: 5118.846680
	Iteration 49Q: 3 clusters Score -5903091 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5903093.000000 Penalty: 5118.846680
	Iteration 50Q: 3 clusters Score -5903093 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5903079.000000 Penalty: 5118.846680
	Iteration 51Q: 3 clusters Score -5903079 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5903058.000000 Penalty: 5118.846680
	Iteration 52Q: 3 clusters Score -5903058 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -5903068.000000 Penalty: 5118.846680
	Iteration 53Q: 3 clusters Score -5903068 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -5903049.500000 Penalty: 5118.846680
	Iteration 54Q: 3 clusters Score -5903050 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5903022.500000 Penalty: 5118.846680
	Iteration 55Q: 3 clusters Score -5903022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5903037.500000 Penalty: 5118.846680
	Iteration 56Q: 3 clusters Score -5903038 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5903024.500000 Penalty: 5118.846680
	Iteration 57Q: 3 clusters Score -5903024 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5903028.000000 Penalty: 5118.846680
	Iteration 58Q: 3 clusters Score -5903028 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5903015.500000 Penalty: 5118.846680
	Iteration 59Q: 3 clusters Score -5903016 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5902999.000000 Penalty: 5118.846680
	Iteration 60F: 3 clusters Score -5902999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5903002.500000 Penalty: 5118.846680
	Iteration 61Q: 3 clusters Score -5903002 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -5903024.000000 Penalty: 5118.846680
	Iteration 62Q: 3 clusters Score -5903024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5903026.500000 Penalty: 5118.846680
	Iteration 63Q: 3 clusters Score -5903026 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -5903036.500000 Penalty: 5118.846680
	Iteration 64Q: 3 clusters Score -5903036 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5903081.000000 Penalty: 5118.846680
	Iteration 65Q: 3 clusters Score -5903081 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5903152.500000 Penalty: 5118.846680
	Iteration 66Q: 3 clusters Score -5903152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5903240.000000 Penalty: 5118.846680
	Iteration 67Q: 3 clusters Score -5903240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -5903328.000000 Penalty: 5118.846680
	Iteration 68Q: 3 clusters Score -5903328 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -5903423.000000 Penalty: 5118.846680
	Iteration 69Q: 3 clusters Score -5903423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5903482.000000 Penalty: 5118.846680
	Iteration 70Q: 3 clusters Score -5903482 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5903552.000000 Penalty: 5118.846680
	Iteration 71Q: 3 clusters Score -5903552 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5903631.500000 Penalty: 5118.846680
	Iteration 72Q: 3 clusters Score -5903632 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5903728.000000 Penalty: 5118.846680
	Iteration 73Q: 3 clusters Score -5903728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -5903819.500000 Penalty: 5118.846680
	Iteration 74Q: 3 clusters Score -5903820 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5903877.500000 Penalty: 5118.846680
	Iteration 75Q: 3 clusters Score -5903878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5903917.500000 Penalty: 5118.846680
	Iteration 76Q: 3 clusters Score -5903918 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5903991.500000 Penalty: 5118.846680
	Iteration 77Q: 3 clusters Score -5903992 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5904039.500000 Penalty: 5118.846680
	Iteration 78Q: 3 clusters Score -5904040 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -5904079.500000 Penalty: 5118.846680
	Iteration 79Q: 3 clusters Score -5904080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -5904143.500000 Penalty: 5118.846680
	Iteration 80F: 3 clusters Score -5904144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5904202.500000 Penalty: 5118.846680
	Iteration 81Q: 3 clusters Score -5904202 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5904221.500000 Penalty: 5118.846680
	Iteration 82Q: 3 clusters Score -5904222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -5904263.000000 Penalty: 5118.846680
	Iteration 83Q: 3 clusters Score -5904263 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5904307.500000 Penalty: 5118.846680
	Iteration 84Q: 3 clusters Score -5904308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -5904312.000000 Penalty: 5118.846680
	Iteration 85Q: 3 clusters Score -5904312 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5904341.000000 Penalty: 5118.846680
	Iteration 86Q: 3 clusters Score -5904341 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -5904347.000000 Penalty: 5118.846680
	Iteration 87Q: 3 clusters Score -5904347 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -5904380.500000 Penalty: 5118.846680
	Iteration 88Q: 3 clusters Score -5904380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5904384.000000 Penalty: 5118.846680
	Iteration 89Q: 3 clusters Score -5904384 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5904383.500000 Penalty: 5118.846680
	Iteration 90Q: 3 clusters Score -5904384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5904413.500000 Penalty: 5118.846680
	Iteration 91Q: 3 clusters Score -5904414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5904435.500000 Penalty: 5118.846680
	Iteration 92Q: 3 clusters Score -5904436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -5904485.000000 Penalty: 5118.846680
	Iteration 93Q: 3 clusters Score -5904485 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -5904501.000000 Penalty: 5118.846680
	Iteration 94Q: 3 clusters Score -5904501 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5904534.500000 Penalty: 5118.846680
	Iteration 95Q: 3 clusters Score -5904534 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5904519.500000 Penalty: 5118.846680
	Iteration 96Q: 3 clusters Score -5904520 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5904516.000000 Penalty: 5118.846680
	Iteration 97Q: 3 clusters Score -5904516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5904498.500000 Penalty: 5118.846680
	Iteration 98Q: 3 clusters Score -5904498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -5904512.500000 Penalty: 5118.846680
	Iteration 99Q: 3 clusters Score -5904512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -5904528.500000 Penalty: 5118.846680
	Iteration 100F: 3 clusters Score -5904528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -5904545.500000 Penalty: 5118.846680
	Iteration 101Q: 3 clusters Score -5904546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -5904562.000000 Penalty: 5118.846680
	Iteration 102Q: 3 clusters Score -5904562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -5904560.000000 Penalty: 5118.846680
	Iteration 103Q: 3 clusters Score -5904560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5904570.500000 Penalty: 5118.846680
	Iteration 104Q: 3 clusters Score -5904570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -5904590.500000 Penalty: 5118.846680
	Iteration 105Q: 3 clusters Score -5904590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -5904594.000000 Penalty: 5118.846680
	Iteration 106Q: 3 clusters Score -5904594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5904593.500000 Penalty: 5118.846680
	Iteration 107Q: 3 clusters Score -5904594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5904609.000000 Penalty: 5118.846680
	Iteration 108Q: 3 clusters Score -5904609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5904609.000000 Penalty: 5118.846680
	Iteration 109Q: 3 clusters Score -5904609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5904606.000000 Penalty: 5118.846680
	Iteration 110Q: 3 clusters Score -5904606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5904619.000000 Penalty: 5118.846680
	Iteration 111Q: 3 clusters Score -5904619 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5904619.000000 Penalty: 5118.846680
	Iteration 112Q: 3 clusters Score -5904619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -5904637.000000 Penalty: 5118.846680
	Iteration 113Q: 3 clusters Score -5904637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5904638.000000 Penalty: 5118.846680
	Iteration 114Q: 3 clusters Score -5904638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -5904634.500000 Penalty: 5118.846680
	Iteration 115Q: 3 clusters Score -5904634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5904629.000000 Penalty: 5118.846680
	Iteration 116Q: 3 clusters Score -5904629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -5904628.500000 Penalty: 5118.846680
	Iteration 117Q: 3 clusters Score -5904628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -5904624.500000 Penalty: 5118.846680
	Iteration 118Q: 3 clusters Score -5904624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -5904627.500000 Penalty: 5118.846680
	Iteration 119Q: 3 clusters Score -5904628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -5904627.500000 Penalty: 5118.846680
	Iteration 120F: 3 clusters Score -5904628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5904633.000000 Penalty: 5118.846680
	Iteration 121Q: 3 clusters Score -5904633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5904630.500000 Penalty: 5118.846680
	Iteration 122Q: 3 clusters Score -5904630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -5904626.500000 Penalty: 5118.846680
	Iteration 123Q: 3 clusters Score -5904626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5904628.000000 Penalty: 5118.846680
	Iteration 124Q: 3 clusters Score -5904628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5904630.000000 Penalty: 5118.846680
	Iteration 125Q: 3 clusters Score -5904630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5904628.500000 Penalty: 5118.846680
	Iteration 126Q: 3 clusters Score -5904628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -5904630.500000 Penalty: 5118.846680
	Iteration 127Q: 3 clusters Score -5904630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -5904627.500000 Penalty: 5118.846680
	Iteration 128Q: 3 clusters Score -5904628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5904629.000000 Penalty: 5118.846680
	Iteration 129Q: 3 clusters Score -5904629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5904628.500000 Penalty: 5118.846680
	Iteration 130Q: 3 clusters Score -5904628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -5904622.500000 Penalty: 5118.846680
	Iteration 131Q: 3 clusters Score -5904622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -5904634.500000 Penalty: 5118.846680
	Iteration 132Q: 3 clusters Score -5904634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -5904636.500000 Penalty: 5118.846680
	Iteration 133Q: 3 clusters Score -5904636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5904634.000000 Penalty: 5118.846680
	Iteration 134Q: 3 clusters Score -5904634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5904629.500000 Penalty: 5118.846680
	Iteration 135Q: 3 clusters Score -5904630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5904632.000000 Penalty: 5118.846680
	Iteration 136Q: 3 clusters Score -5904632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5904632.000000 Penalty: 5118.846680
	Iteration 137Q: 3 clusters Score -5904632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -5904635.000000 Penalty: 5118.846680
	Iteration 138Q: 3 clusters Score -5904635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5904633.500000 Penalty: 5118.846680
	Iteration 139Q: 3 clusters Score -5904634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5904633.500000 Penalty: 5118.846680
	Iteration 140F: 3 clusters Score -5904634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -5904633.000000 Penalty: 5118.846680
	Iteration 141Q: 3 clusters Score -5904633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5904632.500000 Penalty: 5118.846680
	Iteration 142Q: 3 clusters Score -5904632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -5904638.000000 Penalty: 5118.846680
	Iteration 143Q: 3 clusters Score -5904638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5904637.500000 Penalty: 5118.846680
	Iteration 144Q: 3 clusters Score -5904638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -5904635.500000 Penalty: 5118.846680
	Iteration 145Q: 3 clusters Score -5904636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5904636.500000 Penalty: 5118.846680
	Iteration 146Q: 3 clusters Score -5904636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5904636.500000 Penalty: 5118.846680
	Iteration 147F: 3 clusters Score -5904636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -37526.261719 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -37526.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36399.156250 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -36399.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36479.035156 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -36479.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36520.066406 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -36520.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36522.781250 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -36522.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36522.781250 Penalty: 2695.126221
	Iteration 4F: 3 clusters Score -36522.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Entering Unmasked Estep 
Score: -5489883.500000 Penalty: 2551.584717
	Iteration 0F: 2 clusters Score -5489884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5470442.000000 Penalty: 5103.169434
	Iteration 0F: 3 clusters Score -5470442 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5477548.000000 Penalty: 5103.169434
	Iteration 1F: 3 clusters Score -5477548 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -5478017.500000 Penalty: 5103.169434
	Iteration 2Q: 3 clusters Score -5478018 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5478460.500000 Penalty: 5103.169434
	Iteration 3Q: 3 clusters Score -5478460 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -5478877.000000 Penalty: 5103.169434
	Iteration 4Q: 3 clusters Score -5478877 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5479431.500000 Penalty: 5103.169434
	Iteration 5Q: 3 clusters Score -5479432 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -5480171.500000 Penalty: 5103.169434
	Iteration 6Q: 3 clusters Score -5480172 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5481207.500000 Penalty: 5103.169434
	Iteration 7F: 3 clusters Score -5481208 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -5482692.500000 Penalty: 5103.169434
	Iteration 8F: 3 clusters Score -5482692 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -5484487.000000 Penalty: 5103.169434
	Iteration 9F: 3 clusters Score -5484487 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5485956.000000 Penalty: 5103.169434
	Iteration 10F: 3 clusters Score -5485956 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5486848.500000 Penalty: 5103.169434
	Iteration 11Q: 3 clusters Score -5486848 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5487306.500000 Penalty: 5103.169434
	Iteration 12Q: 3 clusters Score -5487306 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -5487511.000000 Penalty: 5103.169434
	Iteration 13Q: 3 clusters Score -5487511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5487605.000000 Penalty: 5103.169434
	Iteration 14Q: 3 clusters Score -5487605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5487645.000000 Penalty: 5103.169434
	Iteration 15Q: 3 clusters Score -5487645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5487677.500000 Penalty: 5103.169434
	Iteration 16Q: 3 clusters Score -5487678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5487699.500000 Penalty: 5103.169434
	Iteration 17Q: 3 clusters Score -5487700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -5487728.500000 Penalty: 5103.169434
	Iteration 18Q: 3 clusters Score -5487728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -5487736.000000 Penalty: 5103.169434
	Iteration 19Q: 3 clusters Score -5487736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -5487739.500000 Penalty: 5103.169434
	Iteration 20F: 3 clusters Score -5487740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5487747.500000 Penalty: 5103.169434
	Iteration 21Q: 3 clusters Score -5487748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -5487757.000000 Penalty: 5103.169434
	Iteration 22Q: 3 clusters Score -5487757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5487761.500000 Penalty: 5103.169434
	Iteration 23Q: 3 clusters Score -5487762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5487761.500000 Penalty: 5103.169434
	Iteration 24Q: 3 clusters Score -5487762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -5487761.500000 Penalty: 5103.169434
	Iteration 25F: 3 clusters Score -5487762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Entering Unmasked Estep 
Score: -6092785.500000 Penalty: 2574.147705
	Iteration 0F: 2 clusters Score -6092786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -6071493.000000 Penalty: 5148.295410
	Iteration 0F: 3 clusters Score -6071493 nChanged 14418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -6079534.000000 Penalty: 5148.295410
	Iteration 1F: 3 clusters Score -6079534 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -6080106.000000 Penalty: 5148.295410
	Iteration 2F: 3 clusters Score -6080106 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -6080631.500000 Penalty: 5148.295410
	Iteration 3Q: 3 clusters Score -6080632 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6081201.500000 Penalty: 5148.295410
	Iteration 4Q: 3 clusters Score -6081202 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -6081711.000000 Penalty: 5148.295410
	Iteration 5Q: 3 clusters Score -6081711 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -6082286.500000 Penalty: 5148.295410
	Iteration 6Q: 3 clusters Score -6082286 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6082987.500000 Penalty: 5148.295410
	Iteration 7Q: 3 clusters Score -6082988 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -6083802.000000 Penalty: 5148.295410
	Iteration 8Q: 3 clusters Score -6083802 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -6084683.000000 Penalty: 5148.295410
	Iteration 9Q: 3 clusters Score -6084683 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -6085623.500000 Penalty: 5148.295410
	Iteration 10Q: 3 clusters Score -6085624 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -6086444.000000 Penalty: 5148.295410
	Iteration 11Q: 3 clusters Score -6086444 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -6087000.500000 Penalty: 5148.295410
	Iteration 12Q: 3 clusters Score -6087000 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -6087319.500000 Penalty: 5148.295410
	Iteration 13Q: 3 clusters Score -6087320 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -6087456.000000 Penalty: 5148.295410
	Iteration 14Q: 3 clusters Score -6087456 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -6087532.500000 Penalty: 5148.295410
	Iteration 15Q: 3 clusters Score -6087532 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -6087580.500000 Penalty: 5148.295410
	Iteration 16Q: 3 clusters Score -6087580 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -6087635.500000 Penalty: 5148.295410
	Iteration 17Q: 3 clusters Score -6087636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -6087667.500000 Penalty: 5148.295410
	Iteration 18Q: 3 clusters Score -6087668 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6087695.500000 Penalty: 5148.295410
	Iteration 19Q: 3 clusters Score -6087696 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -6087715.500000 Penalty: 5148.295410
	Iteration 20F: 3 clusters Score -6087716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -6087706.000000 Penalty: 5148.295410
	Iteration 21Q: 3 clusters Score -6087706 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -6087704.500000 Penalty: 5148.295410
	Iteration 22Q: 3 clusters Score -6087704 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -6087720.000000 Penalty: 5148.295410
	Iteration 23Q: 3 clusters Score -6087720 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -6087746.500000 Penalty: 5148.295410
	Iteration 24Q: 3 clusters Score -6087746 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -6087784.500000 Penalty: 5148.295410
	Iteration 25Q: 3 clusters Score -6087784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -6087774.000000 Penalty: 5148.295410
	Iteration 26Q: 3 clusters Score -6087774 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -6087782.000000 Penalty: 5148.295410
	Iteration 27Q: 3 clusters Score -6087782 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -6087796.500000 Penalty: 5148.295410
	Iteration 28Q: 3 clusters Score -6087796 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -6087831.500000 Penalty: 5148.295410
	Iteration 29Q: 3 clusters Score -6087832 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6087858.500000 Penalty: 5148.295410
	Iteration 30Q: 3 clusters Score -6087858 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -6087870.000000 Penalty: 5148.295410
	Iteration 31Q: 3 clusters Score -6087870 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -6087896.500000 Penalty: 5148.295410
	Iteration 32Q: 3 clusters Score -6087896 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -6087916.500000 Penalty: 5148.295410
	Iteration 33Q: 3 clusters Score -6087916 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -6087925.000000 Penalty: 5148.295410
	Iteration 34Q: 3 clusters Score -6087925 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6087968 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -6087982.000000 Penalty: 5148.295410
	Iteration 36Q: 3 clusters Score -6087982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6088007.500000 Penalty: 5148.295410
	Iteration 37Q: 3 clusters Score -6088008 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -6088064.000000 Penalty: 5148.295410
	Iteration 38Q: 3 clusters Score -6088064 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -6088064.000000 Penalty: 5148.295410
	Iteration 39Q: 3 clusters Score -6088064 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6088072.500000 Penalty: 5148.295410
	Iteration 40F: 3 clusters Score -6088072 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -6088108.000000 Penalty: 5148.295410
	Iteration 41Q: 3 clusters Score -6088108 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -6088141.500000 Penalty: 5148.295410
	Iteration 42Q: 3 clusters Score -6088142 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -6088167.000000 Penalty: 5148.295410
	Iteration 43Q: 3 clusters Score -6088167 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -6088194.500000 Penalty: 5148.295410
	Iteration 44Q: 3 clusters Score -6088194 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -6088219.000000 Penalty: 5148.295410
	Iteration 45Q: 3 clusters Score -6088219 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -6088205.500000 Penalty: 5148.295410
	Iteration 46Q: 3 clusters Score -6088206 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -6088250.500000 Penalty: 5148.295410
	Iteration 47Q: 3 clusters Score -6088250 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -6088267.000000 Penalty: 5148.295410
	Iteration 48Q: 3 clusters Score -6088267 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -6088291.000000 Penalty: 5148.295410
	Iteration 49Q: 3 clusters Score -6088291 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -6088289.000000 Penalty: 5148.295410
	Iteration 50Q: 3 clusters Score -6088289 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -6088343.000000 Penalty: 5148.295410
	Iteration 51Q: 3 clusters Score -6088343 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6088384.000000 Penalty: 5148.295410
	Iteration 52Q: 3 clusters Score -6088384 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -6088416.000000 Penalty: 5148.295410
	Iteration 53Q: 3 clusters Score -6088416 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -6088496.000000 Penalty: 5148.295410
	Iteration 54Q: 3 clusters Score -6088496 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -6088575.500000 Penalty: 5148.295410
	Iteration 55Q: 3 clusters Score -6088576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6088647.000000 Penalty: 5148.295410
	Iteration 56Q: 3 clusters Score -6088647 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6088719.000000 Penalty: 5148.295410
	Iteration 57Q: 3 clusters Score -6088719 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -6088779.500000 Penalty: 5148.295410
	Iteration 58Q: 3 clusters Score -6088780 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -6088814.500000 Penalty: 5148.295410
	Iteration 59Q: 3 clusters Score -6088814 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -6088845.500000 Penalty: 5148.295410
	Iteration 60F: 3 clusters Score -6088846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6088888.000000 Penalty: 5148.295410
	Iteration 61Q: 3 clusters Score -6088888 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -6088915.000000 Penalty: 5148.295410
	Iteration 62Q: 3 clusters Score -6088915 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -6088923.000000 Penalty: 5148.295410
	Iteration 63Q: 3 clusters Score -6088923 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6088949.000000 Penalty: 5148.295410
	Iteration 64Q: 3 clusters Score -6088949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6088940.000000 Penalty: 5148.295410
	Iteration 65Q: 3 clusters Score -6088940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6088962.500000 Penalty: 5148.295410
	Iteration 66Q: 3 clusters Score -6088962 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -6088972.000000 Penalty: 5148.295410
	Iteration 67Q: 3 clusters Score -6088972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -6088991.500000 Penalty: 5148.295410
	Iteration 68Q: 3 clusters Score -6088992 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6089014.000000 Penalty: 5148.295410
	Iteration 69Q: 3 clusters Score -6089014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -6089023.000000 Penalty: 5148.295410
	Iteration 70Q: 3 clusters Score -6089023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6089032.000000 Penalty: 5148.295410
	Iteration 71Q: 3 clusters Score -6089032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6089024.500000 Penalty: 5148.295410
	Iteration 72Q: 3 clusters Score -6089024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -6089043.500000 Penalty: 5148.295410
	Iteration 73Q: 3 clusters Score -6089044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6089048.000000 Penalty: 5148.295410
	Iteration 74Q: 3 clusters Score -6089048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6089040.500000 Penalty: 5148.295410
	Iteration 75Q: 3 clusters Score -6089040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -6089060.000000 Penalty: 5148.295410
	Iteration 76Q: 3 clusters Score -6089060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6089059.500000 Penalty: 5148.295410
	Iteration 77Q: 3 clusters Score -6089060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6089073.000000 Penalty: 5148.295410
	Iteration 78Q: 3 clusters Score -6089073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -6089080.000000 Penalty: 5148.295410
	Iteration 79Q: 3 clusters Score -6089080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -6089099.500000 Penalty: 5148.295410
	Iteration 80F: 3 clusters Score -6089100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -6089107.000000 Penalty: 5148.295410
	Iteration 81Q: 3 clusters Score -6089107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6089110.000000 Penalty: 5148.295410
	Iteration 82Q: 3 clusters Score -6089110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -6089110.000000 Penalty: 5148.295410
	Iteration 83Q: 3 clusters Score -6089110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6089128.500000 Penalty: 5148.295410
	Iteration 84Q: 3 clusters Score -6089128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -6089136.500000 Penalty: 5148.295410
	Iteration 85Q: 3 clusters Score -6089136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -6089151.000000 Penalty: 5148.295410
	Iteration 86Q: 3 clusters Score -6089151 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6089136.500000 Penalty: 5148.295410
	Iteration 87Q: 3 clusters Score -6089136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6089144.000000 Penalty: 5148.295410
	Iteration 88Q: 3 clusters Score -6089144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6089154.500000 Penalty: 5148.295410
	Iteration 89Q: 3 clusters Score -6089154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -6089172.000000 Penalty: 5148.295410
	Iteration 90Q: 3 clusters Score -6089172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -6089187.500000 Penalty: 5148.295410
	Iteration 91Q: 3 clusters Score -6089188 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6089195.000000 Penalty: 5148.295410
	Iteration 92Q: 3 clusters Score -6089195 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -6089201.500000 Penalty: 5148.295410
	Iteration 93Q: 3 clusters Score -6089202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -6089200.000000 Penalty: 5148.295410
	Iteration 94Q: 3 clusters Score -6089200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6089221.500000 Penalty: 5148.295410
	Iteration 95Q: 3 clusters Score -6089222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -6089229.500000 Penalty: 5148.295410
	Iteration 96Q: 3 clusters Score -6089230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6089223.500000 Penalty: 5148.295410
	Iteration 97Q: 3 clusters Score -6089224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6089219.500000 Penalty: 5148.295410
	Iteration 98Q: 3 clusters Score -6089220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -6089239.500000 Penalty: 5148.295410
	Iteration 99Q: 3 clusters Score -6089240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6089237.000000 Penalty: 5148.295410
	Iteration 100F: 3 clusters Score -6089237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -6089245.000000 Penalty: 5148.295410
	Iteration 101Q: 3 clusters Score -6089245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6089243.000000 Penalty: 5148.295410
	Iteration 102Q: 3 clusters Score -6089243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6089257.000000 Penalty: 5148.295410
	Iteration 103Q: 3 clusters Score -6089257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -6089259.500000 Penalty: 5148.295410
	Iteration 104Q: 3 clusters Score -6089260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -6089272.500000 Penalty: 5148.295410
	Iteration 105Q: 3 clusters Score -6089272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -6089269.000000 Penalty: 5148.295410
	Iteration 106Q: 3 clusters Score -6089269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6089269.000000 Penalty: 5148.295410
	Iteration 107Q: 3 clusters Score -6089269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -6089281.000000 Penalty: 5148.295410
	Iteration 108Q: 3 clusters Score -6089281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6089279.000000 Penalty: 5148.295410
	Iteration 109Q: 3 clusters Score -6089279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -6089289.000000 Penalty: 5148.295410
	Iteration 110Q: 3 clusters Score -6089289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -6089301.500000 Penalty: 5148.295410
	Iteration 111Q: 3 clusters Score -6089302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -6089324.500000 Penalty: 5148.295410
	Iteration 112Q: 3 clusters Score -6089324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -6089318.500000 Penalty: 5148.295410
	Iteration 113Q: 3 clusters Score -6089318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -6089334.500000 Penalty: 5148.295410
	Iteration 114Q: 3 clusters Score -6089334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6089347.500000 Penalty: 5148.295410
	Iteration 115Q: 3 clusters Score -6089348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6089356.000000 Penalty: 5148.295410
	Iteration 116Q: 3 clusters Score -6089356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -6089360.500000 Penalty: 5148.295410
	Iteration 117Q: 3 clusters Score -6089360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6089375.000000 Penalty: 5148.295410
	Iteration 118Q: 3 clusters Score -6089375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6089399.500000 Penalty: 5148.295410
	Iteration 119Q: 3 clusters Score -6089400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6089402.000000 Penalty: 5148.295410
	Iteration 120F: 3 clusters Score -6089402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -6089405.000000 Penalty: 5148.295410
	Iteration 121Q: 3 clusters Score -6089405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6089417.500000 Penalty: 5148.295410
	Iteration 122Q: 3 clusters Score -6089418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -6089413.000000 Penalty: 5148.295410
	Iteration 123Q: 3 clusters Score -6089413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6089421.500000 Penalty: 5148.295410
	Iteration 124Q: 3 clusters Score -6089422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -6089430.000000 Penalty: 5148.295410
	Iteration 125Q: 3 clusters Score -6089430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -6089453.500000 Penalty: 5148.295410
	Iteration 126Q: 3 clusters Score -6089454 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6089462 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6089462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6089480 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -6089492.500000 Penalty: 5148.295410
	Iteration 130Q: 3 clusters Score -6089492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -6089503.500000 Penalty: 5148.295410
	Iteration 131Q: 3 clusters Score -6089504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -6089514.500000 Penalty: 5148.295410
	Iteration 132Q: 3 clusters Score -6089514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6089511.500000 Penalty: 5148.295410
	Iteration 133Q: 3 clusters Score -6089512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6089519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -6089518.500000 Penalty: 5148.295410
	Iteration 135Q: 3 clusters Score -6089518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -6089528.500000 Penalty: 5148.295410
	Iteration 136Q: 3 clusters Score -6089528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6089526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -6089533.500000 Penalty: 5148.295410
	Iteration 138Q: 3 clusters Score -6089534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -6089539.500000 Penalty: 5148.295410
	Iteration 139Q: 3 clusters Score -6089540 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6089537.500000 Penalty: 5148.295410
	Iteration 140F: 3 clusters Score -6089538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -6089533.500000 Penalty: 5148.295410
	Iteration 141Q: 3 clusters Score -6089534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -6089544.000000 Penalty: 5148.295410
	Iteration 142Q: 3 clusters Score -6089544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -6089547.500000 Penalty: 5148.295410
	Iteration 143Q: 3 clusters Score -6089548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -6089559.500000 Penalty: 5148.295410
	Iteration 144Q: 3 clusters Score -6089560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -6089564.500000 Penalty: 5148.295410
	Iteration 145Q: 3 clusters Score -6089564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6089567.000000 Penalty: 5148.295410
	Iteration 146Q: 3 clusters Score -6089567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6089562.000000 Penalty: 5148.295410
	Iteration 147Q: 3 clusters Score -6089562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6089572.500000 Penalty: 5148.295410
	Iteration 148Q: 3 clusters Score -6089572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6089575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -6089583.500000 Penalty: 5148.295410
	Iteration 150Q: 3 clusters Score -6089584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -6089579.000000 Penalty: 5148.295410
	Iteration 151Q: 3 clusters Score -6089579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6089581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6089580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -6089591.000000 Penalty: 5148.295410
	Iteration 154Q: 3 clusters Score -6089591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6089596.500000 Penalty: 5148.295410
	Iteration 155Q: 3 clusters Score -6089596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -6089613.500000 Penalty: 5148.295410
	Iteration 156Q: 3 clusters Score -6089614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6089637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -6089626.500000 Penalty: 5148.295410
	Iteration 158Q: 3 clusters Score -6089626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6089637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6089637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -6089671.000000 Penalty: 5148.295410
	Iteration 161Q: 3 clusters Score -6089671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6089676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6089697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -6089715.500000 Penalty: 5148.295410
	Iteration 164Q: 3 clusters Score -6089716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -6089711.000000 Penalty: 5148.295410
	Iteration 165Q: 3 clusters Score -6089711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -6089712.500000 Penalty: 5148.295410
	Iteration 166Q: 3 clusters Score -6089712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -6089706.500000 Penalty: 5148.295410
	Iteration 167Q: 3 clusters Score -6089706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6089716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6089719.500000 Penalty: 5148.295410
	Iteration 169Q: 3 clusters Score -6089720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -6089741.000000 Penalty: 5148.295410
	Iteration 170Q: 3 clusters Score -6089741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -6089732.500000 Penalty: 5148.295410
	Iteration 171Q: 3 clusters Score -6089732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6089740.500000 Penalty: 5148.295410
	Iteration 172Q: 3 clusters Score -6089740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6089749.500000 Penalty: 5148.295410
	Iteration 173Q: 3 clusters Score -6089750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6089766.500000 Penalty: 5148.295410
	Iteration 174Q: 3 clusters Score -6089766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6089764.000000 Penalty: 5148.295410
	Iteration 175Q: 3 clusters Score -6089764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6089771.500000 Penalty: 5148.295410
	Iteration 176Q: 3 clusters Score -6089772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -6089784.500000 Penalty: 5148.295410
	Iteration 177Q: 3 clusters Score -6089784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -6089803.000000 Penalty: 5148.295410
	Iteration 178Q: 3 clusters Score -6089803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -6089823.500000 Penalty: 5148.295410
	Iteration 179Q: 3 clusters Score -6089824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -6089841.500000 Penalty: 5148.295410
	Iteration 180F: 3 clusters Score -6089842 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -6089852.500000 Penalty: 5148.295410
	Iteration 181Q: 3 clusters Score -6089852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -6089876.000000 Penalty: 5148.295410
	Iteration 182Q: 3 clusters Score -6089876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -6089902.000000 Penalty: 5148.295410
	Iteration 183Q: 3 clusters Score -6089902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -6089926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -6089954.000000 Penalty: 5148.295410
	Iteration 185Q: 3 clusters Score -6089954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -6089973.500000 Penalty: 5148.295410
	Iteration 186Q: 3 clusters Score -6089974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -6089988.000000 Penalty: 5148.295410
	Iteration 187Q: 3 clusters Score -6089988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6089999.000000 Penalty: 5148.295410
	Iteration 188Q: 3 clusters Score -6089999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6090027.000000 Penalty: 5148.295410
	Iteration 189Q: 3 clusters Score -6090027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6090049.000000 Penalty: 5148.295410
	Iteration 190Q: 3 clusters Score -6090049 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -6090068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6090081.500000 Penalty: 5148.295410
	Iteration 192Q: 3 clusters Score -6090082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -6090093.500000 Penalty: 5148.295410
	Iteration 193Q: 3 clusters Score -6090094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6090108.000000 Penalty: 5148.295410
	Iteration 194Q: 3 clusters Score -6090108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -6090118.500000 Penalty: 5148.295410
	Iteration 195Q: 3 clusters Score -6090118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6090144.000000 Penalty: 5148.295410
	Iteration 196Q: 3 clusters Score -6090144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -6090168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -6090167.500000 Penalty: 5148.295410
	Iteration 198Q: 3 clusters Score -6090168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -6090186.500000 Penalty: 5148.295410
	Iteration 199Q: 3 clusters Score -6090186 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -6090193.000000 Penalty: 5148.295410
	Iteration 200F: 3 clusters Score -6090193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6090207.000000 Penalty: 5148.295410
	Iteration 201Q: 3 clusters Score -6090207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -6090212.500000 Penalty: 5148.295410
	Iteration 202Q: 3 clusters Score -6090212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -6090226.500000 Penalty: 5148.295410
	Iteration 203Q: 3 clusters Score -6090226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6090227.000000 Penalty: 5148.295410
	Iteration 204Q: 3 clusters Score -6090227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6090232.000000 Penalty: 5148.295410
	Iteration 205Q: 3 clusters Score -6090232 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -6090239.500000 Penalty: 5148.295410
	Iteration 206Q: 3 clusters Score -6090240 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6090251.000000 Penalty: 5148.295410
	Iteration 207Q: 3 clusters Score -6090251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -6090258.000000 Penalty: 5148.295410
	Iteration 208Q: 3 clusters Score -6090258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -6090250.500000 Penalty: 5148.295410
	Iteration 209Q: 3 clusters Score -6090250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6090252.000000 Penalty: 5148.295410
	Iteration 210Q: 3 clusters Score -6090252 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -6090250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6090263.000000 Penalty: 5148.295410
	Iteration 212Q: 3 clusters Score -6090263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6090269.500000 Penalty: 5148.295410
	Iteration 213Q: 3 clusters Score -6090270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -6090286.500000 Penalty: 5148.295410
	Iteration 214Q: 3 clusters Score -6090286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -6090282.500000 Penalty: 5148.295410
	Iteration 215Q: 3 clusters Score -6090282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -6090294.000000 Penalty: 5148.295410
	Iteration 216Q: 3 clusters Score -6090294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -6090301.500000 Penalty: 5148.295410
	Iteration 217Q: 3 clusters Score -6090302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -6090300.500000 Penalty: 5148.295410
	Iteration 218Q: 3 clusters Score -6090300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -6090304.500000 Penalty: 5148.295410
	Iteration 219Q: 3 clusters Score -6090304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -6090304.000000 Penalty: 5148.295410
	Iteration 220F: 3 clusters Score -6090304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -6090310.500000 Penalty: 5148.295410
	Iteration 221Q: 3 clusters Score -6090310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -6090309.000000 Penalty: 5148.295410
	Iteration 222Q: 3 clusters Score -6090309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -6090314.000000 Penalty: 5148.295410
	Iteration 223Q: 3 clusters Score -6090314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -6090317.000000 Penalty: 5148.295410
	Iteration 224Q: 3 clusters Score -6090317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6090311.500000 Penalty: 5148.295410
	Iteration 225Q: 3 clusters Score -6090312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6090312.500000 Penalty: 5148.295410
	Iteration 226Q: 3 clusters Score -6090312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -6090320.000000 Penalty: 5148.295410
	Iteration 227Q: 3 clusters Score -6090320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -6090330.000000 Penalty: 5148.295410
	Iteration 228Q: 3 clusters Score -6090330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -6090333.000000 Penalty: 5148.295410
	Iteration 229Q: 3 clusters Score -6090333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -6090339.500000 Penalty: 5148.295410
	Iteration 230Q: 3 clusters Score -6090340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -6090340.000000 Penalty: 5148.295410
	Iteration 231Q: 3 clusters Score -6090340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6090341.000000 Penalty: 5148.295410
	Iteration 232Q: 3 clusters Score -6090341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -6090341.000000 Penalty: 5148.295410
	Iteration 233F: 3 clusters Score -6090341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Entering Unmasked Estep 
Score: -9139813.000000 Penalty: 2676.909180
	Iteration 0F: 2 clusters Score -9139813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -9112297.000000 Penalty: 5353.818359
	Iteration 0F: 3 clusters Score -9112297 nChanged 22571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -9124527.000000 Penalty: 5353.818359
	Iteration 1F: 3 clusters Score -9124527 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -9125101.000000 Penalty: 5353.818359
	Iteration 2Q: 3 clusters Score -9125101 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -9125530.000000 Penalty: 5353.818359
	Iteration 3Q: 3 clusters Score -9125530 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -9125910.000000 Penalty: 5353.818359
	Iteration 4Q: 3 clusters Score -9125910 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9126240.000000 Penalty: 5353.818359
	Iteration 5Q: 3 clusters Score -9126240 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -9126576.000000 Penalty: 5353.818359
	Iteration 6Q: 3 clusters Score -9126576 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -9127009.000000 Penalty: 5353.818359
	Iteration 7Q: 3 clusters Score -9127009 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -9127446.000000 Penalty: 5353.818359
	Iteration 8Q: 3 clusters Score -9127446 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -9128193.000000 Penalty: 5353.818359
	Iteration 9Q: 3 clusters Score -9128193 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -9129362.000000 Penalty: 5353.818359
	Iteration 10Q: 3 clusters Score -9129362 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -9131136.000000 Penalty: 5353.818359
	Iteration 11F: 3 clusters Score -9131136 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -9133159.000000 Penalty: 5353.818359
	Iteration 12F: 3 clusters Score -9133159 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -9134579.000000 Penalty: 5353.818359
	Iteration 13F: 3 clusters Score -9134579 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -9135132.000000 Penalty: 5353.818359
	Iteration 14Q: 3 clusters Score -9135132 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -9135396.000000 Penalty: 5353.818359
	Iteration 15Q: 3 clusters Score -9135396 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -9135500.000000 Penalty: 5353.818359
	Iteration 16Q: 3 clusters Score -9135500 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -9135539.000000 Penalty: 5353.818359
	Iteration 17Q: 3 clusters Score -9135539 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -9135588.000000 Penalty: 5353.818359
	Iteration 18Q: 3 clusters Score -9135588 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -9135688.000000 Penalty: 5353.818359
	Iteration 19Q: 3 clusters Score -9135688 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -9135806.000000 Penalty: 5353.818359
	Iteration 20F: 3 clusters Score -9135806 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -9135928.000000 Penalty: 5353.818359
	Iteration 21Q: 3 clusters Score -9135928 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9136009.000000 Penalty: 5353.818359
	Iteration 22Q: 3 clusters Score -9136009 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -9136114.000000 Penalty: 5353.818359
	Iteration 23Q: 3 clusters Score -9136114 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -9136209.000000 Penalty: 5353.818359
	Iteration 24Q: 3 clusters Score -9136209 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -9136331.000000 Penalty: 5353.818359
	Iteration 25Q: 3 clusters Score -9136331 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -9136428.000000 Penalty: 5353.818359
	Iteration 26Q: 3 clusters Score -9136428 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -9136480.000000 Penalty: 5353.818359
	Iteration 27Q: 3 clusters Score -9136480 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -9136556.000000 Penalty: 5353.818359
	Iteration 28Q: 3 clusters Score -9136556 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -9136644.000000 Penalty: 5353.818359
	Iteration 29Q: 3 clusters Score -9136644 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9136736.000000 Penalty: 5353.818359
	Iteration 30Q: 3 clusters Score -9136736 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -9136799.000000 Penalty: 5353.818359
	Iteration 31Q: 3 clusters Score -9136799 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -9136834.000000 Penalty: 5353.818359
	Iteration 32Q: 3 clusters Score -9136834 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -9136917.000000 Penalty: 5353.818359
	Iteration 33Q: 3 clusters Score -9136917 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -9136910.000000 Penalty: 5353.818359
	Iteration 34Q: 3 clusters Score -9136910 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -9136935.000000 Penalty: 5353.818359
	Iteration 35Q: 3 clusters Score -9136935 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -9136978.000000 Penalty: 5353.818359
	Iteration 36Q: 3 clusters Score -9136978 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9137021.000000 Penalty: 5353.818359
	Iteration 37Q: 3 clusters Score -9137021 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -9137074.000000 Penalty: 5353.818359
	Iteration 38Q: 3 clusters Score -9137074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -9137069.000000 Penalty: 5353.818359
	Iteration 39Q: 3 clusters Score -9137069 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -9137106.000000 Penalty: 5353.818359
	Iteration 40F: 3 clusters Score -9137106 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -9137167.000000 Penalty: 5353.818359
	Iteration 41Q: 3 clusters Score -9137167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -9137193.000000 Penalty: 5353.818359
	Iteration 42Q: 3 clusters Score -9137193 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9137194.000000 Penalty: 5353.818359
	Iteration 43Q: 3 clusters Score -9137194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9137204.000000 Penalty: 5353.818359
	Iteration 44Q: 3 clusters Score -9137204 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -9137231.000000 Penalty: 5353.818359
	Iteration 45Q: 3 clusters Score -9137231 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9137225.000000 Penalty: 5353.818359
	Iteration 46Q: 3 clusters Score -9137225 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9137229.000000 Penalty: 5353.818359
	Iteration 47Q: 3 clusters Score -9137229 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -9137233.000000 Penalty: 5353.818359
	Iteration 48Q: 3 clusters Score -9137233 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -9137252.000000 Penalty: 5353.818359
	Iteration 49Q: 3 clusters Score -9137252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9137262.000000 Penalty: 5353.818359
	Iteration 50Q: 3 clusters Score -9137262 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -9137285.000000 Penalty: 5353.818359
	Iteration 51Q: 3 clusters Score -9137285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -9137280.000000 Penalty: 5353.818359
	Iteration 52Q: 3 clusters Score -9137280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -9137294.000000 Penalty: 5353.818359
	Iteration 53Q: 3 clusters Score -9137294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -9137286.000000 Penalty: 5353.818359
	Iteration 54Q: 3 clusters Score -9137286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -9137315.000000 Penalty: 5353.818359
	Iteration 55Q: 3 clusters Score -9137315 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -9137322.000000 Penalty: 5353.818359
	Iteration 56Q: 3 clusters Score -9137322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -9137318.000000 Penalty: 5353.818359
	Iteration 57Q: 3 clusters Score -9137318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9137301.000000 Penalty: 5353.818359
	Iteration 58Q: 3 clusters Score -9137301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -9137316.000000 Penalty: 5353.818359
	Iteration 59Q: 3 clusters Score -9137316 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -9137324.000000 Penalty: 5353.818359
	Iteration 60F: 3 clusters Score -9137324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -9137335.000000 Penalty: 5353.818359
	Iteration 61Q: 3 clusters Score -9137335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -9137355.000000 Penalty: 5353.818359
	Iteration 62Q: 3 clusters Score -9137355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -9137354.000000 Penalty: 5353.818359
	Iteration 63Q: 3 clusters Score -9137354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -9137361.000000 Penalty: 5353.818359
	Iteration 64Q: 3 clusters Score -9137361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -9137361.000000 Penalty: 5353.818359
	Iteration 65Q: 3 clusters Score -9137361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -9137369.000000 Penalty: 5353.818359
	Iteration 66Q: 3 clusters Score -9137369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -9137362.000000 Penalty: 5353.818359
	Iteration 67Q: 3 clusters Score -9137362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -9137379.000000 Penalty: 5353.818359
	Iteration 68Q: 3 clusters Score -9137379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -9137369.000000 Penalty: 5353.818359
	Iteration 69Q: 3 clusters Score -9137369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -9137365.000000 Penalty: 5353.818359
	Iteration 70Q: 3 clusters Score -9137365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -9137350.000000 Penalty: 5353.818359
	Iteration 71Q: 3 clusters Score -9137350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -9137368.000000 Penalty: 5353.818359
	Iteration 72Q: 3 clusters Score -9137368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -9137365.000000 Penalty: 5353.818359
	Iteration 73Q: 3 clusters Score -9137365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -9137368.000000 Penalty: 5353.818359
	Iteration 74Q: 3 clusters Score -9137368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9137378.000000 Penalty: 5353.818359
	Iteration 75Q: 3 clusters Score -9137378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -9137376.000000 Penalty: 5353.818359
	Iteration 76Q: 3 clusters Score -9137376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -9137355.000000 Penalty: 5353.818359
	Iteration 77Q: 3 clusters Score -9137355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9137362.000000 Penalty: 5353.818359
	Iteration 78Q: 3 clusters Score -9137362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -9137364.000000 Penalty: 5353.818359
	Iteration 79Q: 3 clusters Score -9137364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -9137364.000000 Penalty: 5353.818359
	Iteration 80F: 3 clusters Score -9137364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -9137362.000000 Penalty: 5353.818359
	Iteration 81Q: 3 clusters Score -9137362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -9137361.000000 Penalty: 5353.818359
	Iteration 82Q: 3 clusters Score -9137361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -9137365.000000 Penalty: 5353.818359
	Iteration 83Q: 3 clusters Score -9137365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -9137370.000000 Penalty: 5353.818359
	Iteration 84Q: 3 clusters Score -9137370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -9137367.000000 Penalty: 5353.818359
	Iteration 85Q: 3 clusters Score -9137367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -9137370.000000 Penalty: 5353.818359
	Iteration 86Q: 3 clusters Score -9137370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -9137372.000000 Penalty: 5353.818359
	Iteration 87Q: 3 clusters Score -9137372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -9137372.000000 Penalty: 5353.818359
	Iteration 88Q: 3 clusters Score -9137372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -9137372.000000 Penalty: 5353.818359
	Iteration 89F: 3 clusters Score -9137372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (33123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Entering Unmasked Estep 
Score: -6624886.500000 Penalty: 2581.179688
	Iteration 0F: 2 clusters Score -6624886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -6608379.000000 Penalty: 5162.359375
	Iteration 0F: 3 clusters Score -6608379 nChanged 15160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6616624.000000 Penalty: 5162.359375
	Iteration 1F: 3 clusters Score -6616624 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -6617060.000000 Penalty: 5162.359375
	Iteration 2Q: 3 clusters Score -6617060 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6617436.000000 Penalty: 5162.359375
	Iteration 3Q: 3 clusters Score -6617436 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -6617767.500000 Penalty: 5162.359375
	Iteration 4Q: 3 clusters Score -6617768 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6618137.000000 Penalty: 5162.359375
	Iteration 5Q: 3 clusters Score -6618137 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -6618430.500000 Penalty: 5162.359375
	Iteration 6Q: 3 clusters Score -6618430 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -6618840.000000 Penalty: 5162.359375
	Iteration 7Q: 3 clusters Score -6618840 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -6619312.500000 Penalty: 5162.359375
	Iteration 8Q: 3 clusters Score -6619312 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -6619970.000000 Penalty: 5162.359375
	Iteration 9Q: 3 clusters Score -6619970 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6620897.500000 Penalty: 5162.359375
	Iteration 10Q: 3 clusters Score -6620898 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -6621734.500000 Penalty: 5162.359375
	Iteration 11F: 3 clusters Score -6621734 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6622399.500000 Penalty: 5162.359375
	Iteration 12Q: 3 clusters Score -6622400 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -6622649.000000 Penalty: 5162.359375
	Iteration 13Q: 3 clusters Score -6622649 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -6622781.500000 Penalty: 5162.359375
	Iteration 14Q: 3 clusters Score -6622782 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -6622864.500000 Penalty: 5162.359375
	Iteration 15Q: 3 clusters Score -6622864 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -6622887.500000 Penalty: 5162.359375
	Iteration 16Q: 3 clusters Score -6622888 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -6622882.500000 Penalty: 5162.359375
	Iteration 17Q: 3 clusters Score -6622882 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -6622859.000000 Penalty: 5162.359375
	Iteration 18Q: 3 clusters Score -6622859 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -6622844.000000 Penalty: 5162.359375
	Iteration 19Q: 3 clusters Score -6622844 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6622795.500000 Penalty: 5162.359375
	Iteration 20F: 3 clusters Score -6622796 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -6622783.500000 Penalty: 5162.359375
	Iteration 21Q: 3 clusters Score -6622784 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -6622803.000000 Penalty: 5162.359375
	Iteration 22Q: 3 clusters Score -6622803 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -6622780.500000 Penalty: 5162.359375
	Iteration 23Q: 3 clusters Score -6622780 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -6622740.000000 Penalty: 5162.359375
	Iteration 24Q: 3 clusters Score -6622740 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -6622754.500000 Penalty: 5162.359375
	Iteration 25Q: 3 clusters Score -6622754 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6622743.000000 Penalty: 5162.359375
	Iteration 26Q: 3 clusters Score -6622743 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -6622745.500000 Penalty: 5162.359375
	Iteration 27Q: 3 clusters Score -6622746 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -6622793.500000 Penalty: 5162.359375
	Iteration 28Q: 3 clusters Score -6622794 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -6622760.000000 Penalty: 5162.359375
	Iteration 29Q: 3 clusters Score -6622760 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -6622786.500000 Penalty: 5162.359375
	Iteration 30Q: 3 clusters Score -6622786 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -6622829.000000 Penalty: 5162.359375
	Iteration 31Q: 3 clusters Score -6622829 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -6622852.000000 Penalty: 5162.359375
	Iteration 32Q: 3 clusters Score -6622852 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -6622852.000000 Penalty: 5162.359375
	Iteration 33Q: 3 clusters Score -6622852 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -6622848.500000 Penalty: 5162.359375
	Iteration 34Q: 3 clusters Score -6622848 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -6622853.500000 Penalty: 5162.359375
	Iteration 35Q: 3 clusters Score -6622854 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -6622876.500000 Penalty: 5162.359375
	Iteration 36Q: 3 clusters Score -6622876 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -6622935.500000 Penalty: 5162.359375
	Iteration 37Q: 3 clusters Score -6622936 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -6623005.500000 Penalty: 5162.359375
	Iteration 38Q: 3 clusters Score -6623006 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -6623030.500000 Penalty: 5162.359375
	Iteration 39Q: 3 clusters Score -6623030 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -6623051.000000 Penalty: 5162.359375
	Iteration 40F: 3 clusters Score -6623051 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -6623073.000000 Penalty: 5162.359375
	Iteration 41Q: 3 clusters Score -6623073 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -6623086.000000 Penalty: 5162.359375
	Iteration 42Q: 3 clusters Score -6623086 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -6623133.000000 Penalty: 5162.359375
	Iteration 43Q: 3 clusters Score -6623133 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -6623124.500000 Penalty: 5162.359375
	Iteration 44Q: 3 clusters Score -6623124 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -6623136.500000 Penalty: 5162.359375
	Iteration 45Q: 3 clusters Score -6623136 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -6623148.000000 Penalty: 5162.359375
	Iteration 46Q: 3 clusters Score -6623148 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -6623145.500000 Penalty: 5162.359375
	Iteration 47Q: 3 clusters Score -6623146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -6623155.000000 Penalty: 5162.359375
	Iteration 48Q: 3 clusters Score -6623155 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -6623144.000000 Penalty: 5162.359375
	Iteration 49Q: 3 clusters Score -6623144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -6623133.000000 Penalty: 5162.359375
	Iteration 50Q: 3 clusters Score -6623133 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -6623145.000000 Penalty: 5162.359375
	Iteration 51Q: 3 clusters Score -6623145 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -6623180.000000 Penalty: 5162.359375
	Iteration 52Q: 3 clusters Score -6623180 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -6623129.000000 Penalty: 5162.359375
	Iteration 53Q: 3 clusters Score -6623129 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -6623095.000000 Penalty: 5162.359375
	Iteration 54Q: 3 clusters Score -6623095 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -6623085.500000 Penalty: 5162.359375
	Iteration 55Q: 3 clusters Score -6623086 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -6623103.500000 Penalty: 5162.359375
	Iteration 56Q: 3 clusters Score -6623104 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -6623098.500000 Penalty: 5162.359375
	Iteration 57Q: 3 clusters Score -6623098 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -6623130.500000 Penalty: 5162.359375
	Iteration 58Q: 3 clusters Score -6623130 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6623146.500000 Penalty: 5162.359375
	Iteration 59Q: 3 clusters Score -6623146 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -6623152.000000 Penalty: 5162.359375
	Iteration 60F: 3 clusters Score -6623152 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -6623188.000000 Penalty: 5162.359375
	Iteration 61Q: 3 clusters Score -6623188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -6623184.000000 Penalty: 5162.359375
	Iteration 62Q: 3 clusters Score -6623184 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6623249.500000 Penalty: 5162.359375
	Iteration 63Q: 3 clusters Score -6623250 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -6623245.000000 Penalty: 5162.359375
	Iteration 64Q: 3 clusters Score -6623245 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -6623274.000000 Penalty: 5162.359375
	Iteration 65Q: 3 clusters Score -6623274 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -6623289.000000 Penalty: 5162.359375
	Iteration 66Q: 3 clusters Score -6623289 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -6623333.500000 Penalty: 5162.359375
	Iteration 67Q: 3 clusters Score -6623334 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6623337.000000 Penalty: 5162.359375
	Iteration 68Q: 3 clusters Score -6623337 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -6623374.500000 Penalty: 5162.359375
	Iteration 69Q: 3 clusters Score -6623374 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -6623355.500000 Penalty: 5162.359375
	Iteration 70Q: 3 clusters Score -6623356 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -6623330.500000 Penalty: 5162.359375
	Iteration 71Q: 3 clusters Score -6623330 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -6623308.500000 Penalty: 5162.359375
	Iteration 72Q: 3 clusters Score -6623308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -6623285.500000 Penalty: 5162.359375
	Iteration 73Q: 3 clusters Score -6623286 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -6623309.500000 Penalty: 5162.359375
	Iteration 74Q: 3 clusters Score -6623310 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -6623280.000000 Penalty: 5162.359375
	Iteration 75Q: 3 clusters Score -6623280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -6623304.500000 Penalty: 5162.359375
	Iteration 76Q: 3 clusters Score -6623304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -6623317.000000 Penalty: 5162.359375
	Iteration 77Q: 3 clusters Score -6623317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -6623282.500000 Penalty: 5162.359375
	Iteration 78Q: 3 clusters Score -6623282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -6623334.500000 Penalty: 5162.359375
	Iteration 79Q: 3 clusters Score -6623334 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -6623296.000000 Penalty: 5162.359375
	Iteration 80F: 3 clusters Score -6623296 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6623278 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6623275 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6623249 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -6623253.000000 Penalty: 5162.359375
	Iteration 84Q: 3 clusters Score -6623253 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -6623259.000000 Penalty: 5162.359375
	Iteration 85Q: 3 clusters Score -6623259 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6623256 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6623260 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6623256 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -6623285.000000 Penalty: 5162.359375
	Iteration 89Q: 3 clusters Score -6623285 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6623266 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -6623264.000000 Penalty: 5162.359375
	Iteration 91Q: 3 clusters Score -6623264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6623289 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -6623318.000000 Penalty: 5162.359375
	Iteration 93Q: 3 clusters Score -6623318 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6623325 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6623336.000000 Penalty: 5162.359375
	Iteration 95Q: 3 clusters Score -6623336 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6623320 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -6623350.500000 Penalty: 5162.359375
	Iteration 97Q: 3 clusters Score -6623350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -6623348.000000 Penalty: 5162.359375
	Iteration 98Q: 3 clusters Score -6623348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -6623365.000000 Penalty: 5162.359375
	Iteration 99Q: 3 clusters Score -6623365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -6623377.000000 Penalty: 5162.359375
	Iteration 100F: 3 clusters Score -6623377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -6623384.500000 Penalty: 5162.359375
	Iteration 101Q: 3 clusters Score -6623384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -6623423.000000 Penalty: 5162.359375
	Iteration 102Q: 3 clusters Score -6623423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -6623435.500000 Penalty: 5162.359375
	Iteration 103Q: 3 clusters Score -6623436 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -6623439.000000 Penalty: 5162.359375
	Iteration 104Q: 3 clusters Score -6623439 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6623431.000000 Penalty: 5162.359375
	Iteration 105Q: 3 clusters Score -6623431 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6623448 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6623446 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6623456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -6623453.500000 Penalty: 5162.359375
	Iteration 109Q: 3 clusters Score -6623454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6623448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -6623456.000000 Penalty: 5162.359375
	Iteration 111Q: 3 clusters Score -6623456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -6623451.500000 Penalty: 5162.359375
	Iteration 112Q: 3 clusters Score -6623452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -6623449.500000 Penalty: 5162.359375
	Iteration 113Q: 3 clusters Score -6623450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6623440.000000 Penalty: 5162.359375
	Iteration 114Q: 3 clusters Score -6623440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -6623446.000000 Penalty: 5162.359375
	Iteration 115Q: 3 clusters Score -6623446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -6623464.500000 Penalty: 5162.359375
	Iteration 116Q: 3 clusters Score -6623464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6623473.500000 Penalty: 5162.359375
	Iteration 117Q: 3 clusters Score -6623474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6623474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -6623483.500000 Penalty: 5162.359375
	Iteration 119Q: 3 clusters Score -6623484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -6623480.500000 Penalty: 5162.359375
	Iteration 120F: 3 clusters Score -6623480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -6623477.500000 Penalty: 5162.359375
	Iteration 121Q: 3 clusters Score -6623478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -6623481.000000 Penalty: 5162.359375
	Iteration 122Q: 3 clusters Score -6623481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -6623477.000000 Penalty: 5162.359375
	Iteration 123Q: 3 clusters Score -6623477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -6623474.000000 Penalty: 5162.359375
	Iteration 124Q: 3 clusters Score -6623474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -6623471.500000 Penalty: 5162.359375
	Iteration 125Q: 3 clusters Score -6623472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -6623466.000000 Penalty: 5162.359375
	Iteration 126Q: 3 clusters Score -6623466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -6623471.500000 Penalty: 5162.359375
	Iteration 127Q: 3 clusters Score -6623472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -6623464.000000 Penalty: 5162.359375
	Iteration 128Q: 3 clusters Score -6623464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -6623461.500000 Penalty: 5162.359375
	Iteration 129Q: 3 clusters Score -6623462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -6623451.000000 Penalty: 5162.359375
	Iteration 130Q: 3 clusters Score -6623451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6623453.500000 Penalty: 5162.359375
	Iteration 131Q: 3 clusters Score -6623454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6623441.000000 Penalty: 5162.359375
	Iteration 132Q: 3 clusters Score -6623441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6623467.500000 Penalty: 5162.359375
	Iteration 133Q: 3 clusters Score -6623468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -6623460.500000 Penalty: 5162.359375
	Iteration 134Q: 3 clusters Score -6623460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -6623462.500000 Penalty: 5162.359375
	Iteration 135Q: 3 clusters Score -6623462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6623457.500000 Penalty: 5162.359375
	Iteration 136Q: 3 clusters Score -6623458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6623463.000000 Penalty: 5162.359375
	Iteration 137Q: 3 clusters Score -6623463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -6623465.500000 Penalty: 5162.359375
	Iteration 138Q: 3 clusters Score -6623466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -6623470.000000 Penalty: 5162.359375
	Iteration 139Q: 3 clusters Score -6623470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6623462.500000 Penalty: 5162.359375
	Iteration 140F: 3 clusters Score -6623462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -6623475.500000 Penalty: 5162.359375
	Iteration 141Q: 3 clusters Score -6623476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -6623471.000000 Penalty: 5162.359375
	Iteration 142Q: 3 clusters Score -6623471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -6623470.000000 Penalty: 5162.359375
	Iteration 143Q: 3 clusters Score -6623470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6623467.500000 Penalty: 5162.359375
	Iteration 144Q: 3 clusters Score -6623468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -6623463.500000 Penalty: 5162.359375
	Iteration 145Q: 3 clusters Score -6623464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -6623459.000000 Penalty: 5162.359375
	Iteration 146Q: 3 clusters Score -6623459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -6623469.000000 Penalty: 5162.359375
	Iteration 147Q: 3 clusters Score -6623469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -6623463.000000 Penalty: 5162.359375
	Iteration 148Q: 3 clusters Score -6623463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -6623473.000000 Penalty: 5162.359375
	Iteration 149Q: 3 clusters Score -6623473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -6623460.000000 Penalty: 5162.359375
	Iteration 150Q: 3 clusters Score -6623460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -6623471.500000 Penalty: 5162.359375
	Iteration 151Q: 3 clusters Score -6623472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -6623454.500000 Penalty: 5162.359375
	Iteration 152Q: 3 clusters Score -6623454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -6623462.000000 Penalty: 5162.359375
	Iteration 153Q: 3 clusters Score -6623462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -6623458.000000 Penalty: 5162.359375
	Iteration 154Q: 3 clusters Score -6623458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -6623460.000000 Penalty: 5162.359375
	Iteration 155Q: 3 clusters Score -6623460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -6623455.500000 Penalty: 5162.359375
	Iteration 156Q: 3 clusters Score -6623456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6623462.500000 Penalty: 5162.359375
	Iteration 157Q: 3 clusters Score -6623462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -6623474.000000 Penalty: 5162.359375
	Iteration 158Q: 3 clusters Score -6623474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6623463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -6623458.500000 Penalty: 5162.359375
	Iteration 160F: 3 clusters Score -6623458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -937302.625000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -937302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -932838.062500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -932838.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -934640.187500 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -934640.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -936261.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -937274.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -937685.687500 Penalty: 4232.107910
	Iteration 4F: 3 clusters Score -937685.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -937852.000000 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -937852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -937930.250000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -937930.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -937959.875000 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -937959.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -937979.125000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -937979.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -937992.312500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -937992.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -938000.562500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -938000.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -938005.562500 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -938005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -938008.312500 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -938008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -938009.187500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -938009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -938010.875000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -938010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -938014.500000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -938014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -938020.062500 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -938020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -938020.625000 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -938020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -938020.187500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -938020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -938021.312500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -938021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -938022.250000 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -938022.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -938023.500000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -938023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -938024.687500 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -938024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -938023.500000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -938023.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -938024.625000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -938024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -938024.875000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -938024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -938025.250000 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -938025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -938024.687500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -938024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -938024.687500 Penalty: 4232.107910
	Iteration 28F: 3 clusters Score -938024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Entering Unmasked Estep 
Score: -177346896.000000 Penalty: 153303.265625
Splitting cluster 24 changes total score from -177332000.000000 to -177346896.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 25 (47502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Entering Unmasked Estep 
Score: -9154876.000000 Penalty: 2670.594727
	Iteration 0F: 2 clusters Score -9154876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -9126799.000000 Penalty: 5341.189453
	Iteration 0F: 3 clusters Score -9126799 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9139000.000000 Penalty: 5341.189453
	Iteration 1F: 3 clusters Score -9139000 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9139586.000000 Penalty: 5341.189453
	Iteration 2Q: 3 clusters Score -9139586 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9140103.000000 Penalty: 5341.189453
	Iteration 3Q: 3 clusters Score -9140103 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9140614.000000 Penalty: 5341.189453
	Iteration 4Q: 3 clusters Score -9140614 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -9141147.000000 Penalty: 5341.189453
	Iteration 5Q: 3 clusters Score -9141147 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -9141793.000000 Penalty: 5341.189453
	Iteration 6Q: 3 clusters Score -9141793 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -9142458.000000 Penalty: 5341.189453
	Iteration 7Q: 3 clusters Score -9142458 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -9143316.000000 Penalty: 5341.189453
	Iteration 8Q: 3 clusters Score -9143316 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -9144391.000000 Penalty: 5341.189453
	Iteration 9Q: 3 clusters Score -9144391 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -9145387.000000 Penalty: 5341.189453
	Iteration 10Q: 3 clusters Score -9145387 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -9146558.000000 Penalty: 5341.189453
	Iteration 11Q: 3 clusters Score -9146558 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9147978.000000 Penalty: 5341.189453
	Iteration 12Q: 3 clusters Score -9147978 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -9149260.000000 Penalty: 5341.189453
	Iteration 13Q: 3 clusters Score -9149260 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9150178.000000 Penalty: 5341.189453
	Iteration 14Q: 3 clusters Score -9150178 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -9150665.000000 Penalty: 5341.189453
	Iteration 15Q: 3 clusters Score -9150665 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -9150939.000000 Penalty: 5341.189453
	Iteration 16Q: 3 clusters Score -9150939 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -9151187.000000 Penalty: 5341.189453
	Iteration 17Q: 3 clusters Score -9151187 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -9151363.000000 Penalty: 5341.189453
	Iteration 18Q: 3 clusters Score -9151363 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -9151526.000000 Penalty: 5341.189453
	Iteration 19Q: 3 clusters Score -9151526 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -9151658.000000 Penalty: 5341.189453
	Iteration 20F: 3 clusters Score -9151658 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -9151810.000000 Penalty: 5341.189453
	Iteration 21Q: 3 clusters Score -9151810 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -9151968.000000 Penalty: 5341.189453
	Iteration 22Q: 3 clusters Score -9151968 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -9152139.000000 Penalty: 5341.189453
	Iteration 23Q: 3 clusters Score -9152139 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -9152263.000000 Penalty: 5341.189453
	Iteration 24Q: 3 clusters Score -9152263 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -9152403.000000 Penalty: 5341.189453
	Iteration 25Q: 3 clusters Score -9152403 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -9152493.000000 Penalty: 5341.189453
	Iteration 26Q: 3 clusters Score -9152493 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -9152628.000000 Penalty: 5341.189453
	Iteration 27Q: 3 clusters Score -9152628 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9152736.000000 Penalty: 5341.189453
	Iteration 28Q: 3 clusters Score -9152736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -9152845.000000 Penalty: 5341.189453
	Iteration 29Q: 3 clusters Score -9152845 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -9152956.000000 Penalty: 5341.189453
	Iteration 30Q: 3 clusters Score -9152956 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -9153115.000000 Penalty: 5341.189453
	Iteration 31Q: 3 clusters Score -9153115 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9153296.000000 Penalty: 5341.189453
	Iteration 32Q: 3 clusters Score -9153296 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -9153411.000000 Penalty: 5341.189453
	Iteration 33Q: 3 clusters Score -9153411 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -9153454.000000 Penalty: 5341.189453
	Iteration 34Q: 3 clusters Score -9153454 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -9153530.000000 Penalty: 5341.189453
	Iteration 35Q: 3 clusters Score -9153530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -9153558.000000 Penalty: 5341.189453
	Iteration 36Q: 3 clusters Score -9153558 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -9153615.000000 Penalty: 5341.189453
	Iteration 37Q: 3 clusters Score -9153615 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -9153587.000000 Penalty: 5341.189453
	Iteration 38Q: 3 clusters Score -9153587 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -9153571.000000 Penalty: 5341.189453
	Iteration 39Q: 3 clusters Score -9153571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -9153566.000000 Penalty: 5341.189453
	Iteration 40F: 3 clusters Score -9153566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -9153536.000000 Penalty: 5341.189453
	Iteration 41Q: 3 clusters Score -9153536 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -9153535.000000 Penalty: 5341.189453
	Iteration 42Q: 3 clusters Score -9153535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9153562.000000 Penalty: 5341.189453
	Iteration 43Q: 3 clusters Score -9153562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -9153562.000000 Penalty: 5341.189453
	Iteration 44Q: 3 clusters Score -9153562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -9153524.000000 Penalty: 5341.189453
	Iteration 45Q: 3 clusters Score -9153524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -9153494.000000 Penalty: 5341.189453
	Iteration 46Q: 3 clusters Score -9153494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -9153466.000000 Penalty: 5341.189453
	Iteration 47Q: 3 clusters Score -9153466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -9153502.000000 Penalty: 5341.189453
	Iteration 48Q: 3 clusters Score -9153502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -9153486.000000 Penalty: 5341.189453
	Iteration 49Q: 3 clusters Score -9153486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -9153488.000000 Penalty: 5341.189453
	Iteration 50Q: 3 clusters Score -9153488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -9153476.000000 Penalty: 5341.189453
	Iteration 51Q: 3 clusters Score -9153476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -9153462.000000 Penalty: 5341.189453
	Iteration 52Q: 3 clusters Score -9153462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -9153450.000000 Penalty: 5341.189453
	Iteration 53Q: 3 clusters Score -9153450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -9153458.000000 Penalty: 5341.189453
	Iteration 54Q: 3 clusters Score -9153458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9153464.000000 Penalty: 5341.189453
	Iteration 55Q: 3 clusters Score -9153464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -9153468.000000 Penalty: 5341.189453
	Iteration 56Q: 3 clusters Score -9153468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -9153464.000000 Penalty: 5341.189453
	Iteration 57Q: 3 clusters Score -9153464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -9153463.000000 Penalty: 5341.189453
	Iteration 58Q: 3 clusters Score -9153463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -9153459.000000 Penalty: 5341.189453
	Iteration 59Q: 3 clusters Score -9153459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -9153460.000000 Penalty: 5341.189453
	Iteration 60F: 3 clusters Score -9153460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -9153466.000000 Penalty: 5341.189453
	Iteration 61Q: 3 clusters Score -9153466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -9153459.000000 Penalty: 5341.189453
	Iteration 62Q: 3 clusters Score -9153459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -9153455.000000 Penalty: 5341.189453
	Iteration 63Q: 3 clusters Score -9153455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -9153461.000000 Penalty: 5341.189453
	Iteration 64Q: 3 clusters Score -9153461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -9153460.000000 Penalty: 5341.189453
	Iteration 65Q: 3 clusters Score -9153460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -9153457.000000 Penalty: 5341.189453
	Iteration 66Q: 3 clusters Score -9153457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9153453.000000 Penalty: 5341.189453
	Iteration 67Q: 3 clusters Score -9153453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -9153455.000000 Penalty: 5341.189453
	Iteration 68Q: 3 clusters Score -9153455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -9153450.000000 Penalty: 5341.189453
	Iteration 69Q: 3 clusters Score -9153450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -9153447.000000 Penalty: 5341.189453
	Iteration 70Q: 3 clusters Score -9153447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -9153450.000000 Penalty: 5341.189453
	Iteration 71Q: 3 clusters Score -9153450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -9153458.000000 Penalty: 5341.189453
	Iteration 72Q: 3 clusters Score -9153458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -9153445.000000 Penalty: 5341.189453
	Iteration 73Q: 3 clusters Score -9153445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9153442.000000 Penalty: 5341.189453
	Iteration 74Q: 3 clusters Score -9153442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -9153441.000000 Penalty: 5341.189453
	Iteration 75Q: 3 clusters Score -9153441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -9153434.000000 Penalty: 5341.189453
	Iteration 76Q: 3 clusters Score -9153434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -9153422.000000 Penalty: 5341.189453
	Iteration 77Q: 3 clusters Score -9153422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -9153433.000000 Penalty: 5341.189453
	Iteration 78Q: 3 clusters Score -9153433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -9153436.000000 Penalty: 5341.189453
	Iteration 79Q: 3 clusters Score -9153436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -9153442.000000 Penalty: 5341.189453
	Iteration 80F: 3 clusters Score -9153442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9153438.000000 Penalty: 5341.189453
	Iteration 81Q: 3 clusters Score -9153438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9153438.000000 Penalty: 5341.189453
	Iteration 82F: 3 clusters Score -9153438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Entering Unmasked Estep 
Score: -6418766.500000 Penalty: 2571.538330
	Iteration 0F: 2 clusters Score -6418766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6402585.000000 Penalty: 5143.076660
	Iteration 0F: 3 clusters Score -6402585 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -6410221.000000 Penalty: 5143.076660
	Iteration 1F: 3 clusters Score -6410221 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -6410704.500000 Penalty: 5143.076660
	Iteration 2F: 3 clusters Score -6410704 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -6411075.500000 Penalty: 5143.076660
	Iteration 3Q: 3 clusters Score -6411076 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -6411521.500000 Penalty: 5143.076660
	Iteration 4Q: 3 clusters Score -6411522 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -6411934.000000 Penalty: 5143.076660
	Iteration 5Q: 3 clusters Score -6411934 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -6412414.500000 Penalty: 5143.076660
	Iteration 6Q: 3 clusters Score -6412414 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -6412900.000000 Penalty: 5143.076660
	Iteration 7Q: 3 clusters Score -6412900 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -6413527.500000 Penalty: 5143.076660
	Iteration 8Q: 3 clusters Score -6413528 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -6414379.500000 Penalty: 5143.076660
	Iteration 9Q: 3 clusters Score -6414380 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -6415238.500000 Penalty: 5143.076660
	Iteration 10F: 3 clusters Score -6415238 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -6415803.000000 Penalty: 5143.076660
	Iteration 11Q: 3 clusters Score -6415803 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -6416106.500000 Penalty: 5143.076660
	Iteration 12Q: 3 clusters Score -6416106 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -6416226.500000 Penalty: 5143.076660
	Iteration 13Q: 3 clusters Score -6416226 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -6416312.500000 Penalty: 5143.076660
	Iteration 14Q: 3 clusters Score -6416312 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -6416207.000000 Penalty: 5143.076660
	Iteration 15Q: 3 clusters Score -6416207 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6416186.000000 Penalty: 5143.076660
	Iteration 16Q: 3 clusters Score -6416186 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -6416122.500000 Penalty: 5143.076660
	Iteration 17Q: 3 clusters Score -6416122 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -6416133.000000 Penalty: 5143.076660
	Iteration 18Q: 3 clusters Score -6416133 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6416165.000000 Penalty: 5143.076660
	Iteration 19Q: 3 clusters Score -6416165 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -6416687.500000 Penalty: 5143.076660
	Iteration 20F: 3 clusters Score -6416688 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6417319.500000 Penalty: 5143.076660
	Iteration 21Q: 3 clusters Score -6417320 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6417608.500000 Penalty: 5143.076660
	Iteration 22Q: 3 clusters Score -6417608 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6417666.000000 Penalty: 5143.076660
	Iteration 23Q: 3 clusters Score -6417666 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6417760.000000 Penalty: 5143.076660
	Iteration 24Q: 3 clusters Score -6417760 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6417708.000000 Penalty: 5143.076660
	Iteration 25Q: 3 clusters Score -6417708 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6417622.500000 Penalty: 5143.076660
	Iteration 26Q: 3 clusters Score -6417622 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6417524.500000 Penalty: 5143.076660
	Iteration 27Q: 3 clusters Score -6417524 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6417438.500000 Penalty: 5143.076660
	Iteration 28Q: 3 clusters Score -6417438 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6417365.000000 Penalty: 5143.076660
	Iteration 29Q: 3 clusters Score -6417365 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -6417335.500000 Penalty: 5143.076660
	Iteration 30Q: 3 clusters Score -6417336 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6417321.500000 Penalty: 5143.076660
	Iteration 31Q: 3 clusters Score -6417322 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -6417234.500000 Penalty: 5143.076660
	Iteration 32Q: 3 clusters Score -6417234 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -6417232.000000 Penalty: 5143.076660
	Iteration 33Q: 3 clusters Score -6417232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -6417131.000000 Penalty: 5143.076660
	Iteration 34Q: 3 clusters Score -6417131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6417114.500000 Penalty: 5143.076660
	Iteration 35Q: 3 clusters Score -6417114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -6417055.500000 Penalty: 5143.076660
	Iteration 36Q: 3 clusters Score -6417056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -6417030.500000 Penalty: 5143.076660
	Iteration 37Q: 3 clusters Score -6417030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -6416990.500000 Penalty: 5143.076660
	Iteration 38Q: 3 clusters Score -6416990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -6416970.500000 Penalty: 5143.076660
	Iteration 39Q: 3 clusters Score -6416970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6416983.500000 Penalty: 5143.076660
	Iteration 40F: 3 clusters Score -6416984 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -6416959.500000 Penalty: 5143.076660
	Iteration 41Q: 3 clusters Score -6416960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6416958.000000 Penalty: 5143.076660
	Iteration 42Q: 3 clusters Score -6416958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6416968.500000 Penalty: 5143.076660
	Iteration 43Q: 3 clusters Score -6416968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -6416975.500000 Penalty: 5143.076660
	Iteration 44Q: 3 clusters Score -6416976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -6416965.500000 Penalty: 5143.076660
	Iteration 45Q: 3 clusters Score -6416966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6416974.500000 Penalty: 5143.076660
	Iteration 46Q: 3 clusters Score -6416974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -6416982.500000 Penalty: 5143.076660
	Iteration 47Q: 3 clusters Score -6416982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6416988.000000 Penalty: 5143.076660
	Iteration 48Q: 3 clusters Score -6416988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -6416973.000000 Penalty: 5143.076660
	Iteration 49Q: 3 clusters Score -6416973 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -6416983.500000 Penalty: 5143.076660
	Iteration 50Q: 3 clusters Score -6416984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -6416977.500000 Penalty: 5143.076660
	Iteration 51Q: 3 clusters Score -6416978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -6416955.500000 Penalty: 5143.076660
	Iteration 52Q: 3 clusters Score -6416956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6416953.500000 Penalty: 5143.076660
	Iteration 53Q: 3 clusters Score -6416954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -6416951.500000 Penalty: 5143.076660
	Iteration 54Q: 3 clusters Score -6416952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -6416942.500000 Penalty: 5143.076660
	Iteration 55Q: 3 clusters Score -6416942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -6416936.500000 Penalty: 5143.076660
	Iteration 56Q: 3 clusters Score -6416936 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -6416926.000000 Penalty: 5143.076660
	Iteration 57Q: 3 clusters Score -6416926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -6416931.000000 Penalty: 5143.076660
	Iteration 58Q: 3 clusters Score -6416931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -6416915.500000 Penalty: 5143.076660
	Iteration 59Q: 3 clusters Score -6416916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -6416911.000000 Penalty: 5143.076660
	Iteration 60F: 3 clusters Score -6416911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -6416919.500000 Penalty: 5143.076660
	Iteration 61Q: 3 clusters Score -6416920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6416915.000000 Penalty: 5143.076660
	Iteration 62Q: 3 clusters Score -6416915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -6416931.000000 Penalty: 5143.076660
	Iteration 63Q: 3 clusters Score -6416931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -6416929.500000 Penalty: 5143.076660
	Iteration 64Q: 3 clusters Score -6416930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -6416938.000000 Penalty: 5143.076660
	Iteration 65Q: 3 clusters Score -6416938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -6416920.500000 Penalty: 5143.076660
	Iteration 66Q: 3 clusters Score -6416920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -6416909.000000 Penalty: 5143.076660
	Iteration 67Q: 3 clusters Score -6416909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -6416924.000000 Penalty: 5143.076660
	Iteration 68Q: 3 clusters Score -6416924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -6416936.500000 Penalty: 5143.076660
	Iteration 69Q: 3 clusters Score -6416936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -6416942.500000 Penalty: 5143.076660
	Iteration 70Q: 3 clusters Score -6416942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -6416937.000000 Penalty: 5143.076660
	Iteration 71Q: 3 clusters Score -6416937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -6416957.500000 Penalty: 5143.076660
	Iteration 72Q: 3 clusters Score -6416958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -6416958.000000 Penalty: 5143.076660
	Iteration 73Q: 3 clusters Score -6416958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -6416955.500000 Penalty: 5143.076660
	Iteration 74Q: 3 clusters Score -6416956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -6416954.000000 Penalty: 5143.076660
	Iteration 75Q: 3 clusters Score -6416954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6416942.000000 Penalty: 5143.076660
	Iteration 76Q: 3 clusters Score -6416942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -6416951.000000 Penalty: 5143.076660
	Iteration 77Q: 3 clusters Score -6416951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -6416950.000000 Penalty: 5143.076660
	Iteration 78Q: 3 clusters Score -6416950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -6416950.000000 Penalty: 5143.076660
	Iteration 79Q: 3 clusters Score -6416950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6416943.500000 Penalty: 5143.076660
	Iteration 80F: 3 clusters Score -6416944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -6416952.000000 Penalty: 5143.076660
	Iteration 81Q: 3 clusters Score -6416952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -6416948.500000 Penalty: 5143.076660
	Iteration 82Q: 3 clusters Score -6416948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6416955.500000 Penalty: 5143.076660
	Iteration 83Q: 3 clusters Score -6416956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -6416955.000000 Penalty: 5143.076660
	Iteration 84Q: 3 clusters Score -6416955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -6416952.500000 Penalty: 5143.076660
	Iteration 85Q: 3 clusters Score -6416952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -6416948.500000 Penalty: 5143.076660
	Iteration 86Q: 3 clusters Score -6416948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -6416954.500000 Penalty: 5143.076660
	Iteration 87Q: 3 clusters Score -6416954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -6416946.000000 Penalty: 5143.076660
	Iteration 88Q: 3 clusters Score -6416946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -6416946.000000 Penalty: 5143.076660
	Iteration 89Q: 3 clusters Score -6416946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -6416951.000000 Penalty: 5143.076660
	Iteration 90Q: 3 clusters Score -6416951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -6416952.500000 Penalty: 5143.076660
	Iteration 91Q: 3 clusters Score -6416952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -6416952.500000 Penalty: 5143.076660
	Iteration 92F: 3 clusters Score -6416952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -84593.460938 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -84593.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -83462.765625 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -83462.77 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -84138.484375 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -84138.48 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -84862.937500 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -84862.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -85481.507812 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -85481.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -85598.125000 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -85598.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -85632.921875 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -85632.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -85632.921875 Penalty: 3115.076416
	Iteration 6F: 3 clusters Score -85632.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 35176 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Mstep: Class 46 contains 100 members 
Entering Unmasked Estep 
Score: -177346128.000000 Penalty: 156710.000000
Splitting cluster 27 changes total score from -177332000.000000 to -177346128.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 28 (30327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Entering Unmasked Estep 
Score: -6077595.000000 Penalty: 2559.308838
	Iteration 0F: 2 clusters Score -6077595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6060976.000000 Penalty: 5118.617676
	Iteration 0F: 3 clusters Score -6060976 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -6068223.500000 Penalty: 5118.617676
	Iteration 1F: 3 clusters Score -6068224 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -6068645.500000 Penalty: 5118.617676
	Iteration 2F: 3 clusters Score -6068646 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -6069032.500000 Penalty: 5118.617676
	Iteration 3Q: 3 clusters Score -6069032 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -6069413.000000 Penalty: 5118.617676
	Iteration 4Q: 3 clusters Score -6069413 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -6069745.500000 Penalty: 5118.617676
	Iteration 5Q: 3 clusters Score -6069746 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -6070086.500000 Penalty: 5118.617676
	Iteration 6Q: 3 clusters Score -6070086 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -6070413.000000 Penalty: 5118.617676
	Iteration 7Q: 3 clusters Score -6070413 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -6070796.500000 Penalty: 5118.617676
	Iteration 8Q: 3 clusters Score -6070796 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -6071240.000000 Penalty: 5118.617676
	Iteration 9Q: 3 clusters Score -6071240 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -6071767.500000 Penalty: 5118.617676
	Iteration 10Q: 3 clusters Score -6071768 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6072336.500000 Penalty: 5118.617676
	Iteration 11Q: 3 clusters Score -6072336 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -6072983.500000 Penalty: 5118.617676
	Iteration 12Q: 3 clusters Score -6072984 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6073449.000000 Penalty: 5118.617676
	Iteration 13Q: 3 clusters Score -6073449 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -6073919.500000 Penalty: 5118.617676
	Iteration 14Q: 3 clusters Score -6073920 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -6074232.000000 Penalty: 5118.617676
	Iteration 15Q: 3 clusters Score -6074232 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -6074432.000000 Penalty: 5118.617676
	Iteration 16Q: 3 clusters Score -6074432 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -6074596.500000 Penalty: 5118.617676
	Iteration 17Q: 3 clusters Score -6074596 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -6074693.000000 Penalty: 5118.617676
	Iteration 18Q: 3 clusters Score -6074693 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6074714.000000 Penalty: 5118.617676
	Iteration 19Q: 3 clusters Score -6074714 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -6074816.500000 Penalty: 5118.617676
	Iteration 20F: 3 clusters Score -6074816 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6074993.000000 Penalty: 5118.617676
	Iteration 21Q: 3 clusters Score -6074993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6075200.500000 Penalty: 5118.617676
	Iteration 22Q: 3 clusters Score -6075200 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -6075318.000000 Penalty: 5118.617676
	Iteration 23Q: 3 clusters Score -6075318 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6075441.500000 Penalty: 5118.617676
	Iteration 24Q: 3 clusters Score -6075442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -6075556.000000 Penalty: 5118.617676
	Iteration 25Q: 3 clusters Score -6075556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6075653.500000 Penalty: 5118.617676
	Iteration 26Q: 3 clusters Score -6075654 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6075731.000000 Penalty: 5118.617676
	Iteration 27Q: 3 clusters Score -6075731 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -6075772.500000 Penalty: 5118.617676
	Iteration 28Q: 3 clusters Score -6075772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -6075817.000000 Penalty: 5118.617676
	Iteration 29Q: 3 clusters Score -6075817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -6075859.500000 Penalty: 5118.617676
	Iteration 30Q: 3 clusters Score -6075860 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -6075913.500000 Penalty: 5118.617676
	Iteration 31Q: 3 clusters Score -6075914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -6075951.000000 Penalty: 5118.617676
	Iteration 32Q: 3 clusters Score -6075951 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -6075992.500000 Penalty: 5118.617676
	Iteration 33Q: 3 clusters Score -6075992 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -6076025.500000 Penalty: 5118.617676
	Iteration 34Q: 3 clusters Score -6076026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -6076068.000000 Penalty: 5118.617676
	Iteration 35Q: 3 clusters Score -6076068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6076086.500000 Penalty: 5118.617676
	Iteration 36Q: 3 clusters Score -6076086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -6076114.000000 Penalty: 5118.617676
	Iteration 37Q: 3 clusters Score -6076114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -6076155.000000 Penalty: 5118.617676
	Iteration 38Q: 3 clusters Score -6076155 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -6076183.000000 Penalty: 5118.617676
	Iteration 39Q: 3 clusters Score -6076183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6076202.000000 Penalty: 5118.617676
	Iteration 40F: 3 clusters Score -6076202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -6076243.000000 Penalty: 5118.617676
	Iteration 41Q: 3 clusters Score -6076243 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6076256.000000 Penalty: 5118.617676
	Iteration 42Q: 3 clusters Score -6076256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -6076281.500000 Penalty: 5118.617676
	Iteration 43Q: 3 clusters Score -6076282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -6076305.000000 Penalty: 5118.617676
	Iteration 44Q: 3 clusters Score -6076305 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -6076336.500000 Penalty: 5118.617676
	Iteration 45Q: 3 clusters Score -6076336 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6076366.500000 Penalty: 5118.617676
	Iteration 46Q: 3 clusters Score -6076366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -6076380.500000 Penalty: 5118.617676
	Iteration 47Q: 3 clusters Score -6076380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -6076389.000000 Penalty: 5118.617676
	Iteration 48Q: 3 clusters Score -6076389 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -6076418.000000 Penalty: 5118.617676
	Iteration 49Q: 3 clusters Score -6076418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -6076459.000000 Penalty: 5118.617676
	Iteration 50Q: 3 clusters Score -6076459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -6076463.500000 Penalty: 5118.617676
	Iteration 51Q: 3 clusters Score -6076464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -6076479.000000 Penalty: 5118.617676
	Iteration 52Q: 3 clusters Score -6076479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6076493.500000 Penalty: 5118.617676
	Iteration 53Q: 3 clusters Score -6076494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -6076511.000000 Penalty: 5118.617676
	Iteration 54Q: 3 clusters Score -6076511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6076516.500000 Penalty: 5118.617676
	Iteration 55Q: 3 clusters Score -6076516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -6076529.000000 Penalty: 5118.617676
	Iteration 56Q: 3 clusters Score -6076529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -6076547.500000 Penalty: 5118.617676
	Iteration 57Q: 3 clusters Score -6076548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6076550.500000 Penalty: 5118.617676
	Iteration 58Q: 3 clusters Score -6076550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -6076562.000000 Penalty: 5118.617676
	Iteration 59Q: 3 clusters Score -6076562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -6076583.500000 Penalty: 5118.617676
	Iteration 60F: 3 clusters Score -6076584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -6076598.500000 Penalty: 5118.617676
	Iteration 61Q: 3 clusters Score -6076598 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5033 members 
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	Iteration 62Q: 3 clusters Score -6076614 nChanged 41
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Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6076621 nChanged 38
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6076622 nChanged 38
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4919 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6076616 nChanged 18
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Mstep: Class 2 contains 25433 members 
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	Iteration 68Q: 3 clusters Score -6076625 nChanged 18
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6076626 nChanged 16
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Mstep: Class 1 contains 4844 members 
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	Iteration 71Q: 3 clusters Score -6076621 nChanged 15
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	Iteration 72Q: 3 clusters Score -6076631 nChanged 24
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Mstep: Class 1 contains 4809 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 25549 members 
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	Iteration 75Q: 3 clusters Score -6076656 nChanged 36
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	Iteration 76Q: 3 clusters Score -6076646 nChanged 36
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Mstep: Class 1 contains 4732 members 
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	Iteration 78Q: 3 clusters Score -6076670 nChanged 34
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	Iteration 79Q: 3 clusters Score -6076674 nChanged 35
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6076665 nChanged 37
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Mstep: Class 1 contains 4630 members 
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	Iteration 81Q: 3 clusters Score -6076674 nChanged 34
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	Iteration 82Q: 3 clusters Score -6076674 nChanged 28
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6076669 nChanged 24
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	Iteration 84Q: 3 clusters Score -6076674 nChanged 28
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	Iteration 85Q: 3 clusters Score -6076670 nChanged 38
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	Iteration 86Q: 3 clusters Score -6076684 nChanged 42
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	Iteration 87Q: 3 clusters Score -6076688 nChanged 30
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Mstep: Class 1 contains 4396 members 
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	Iteration 97Q: 3 clusters Score -6076746 nChanged 10
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	Iteration 98Q: 3 clusters Score -6076748 nChanged 11
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Mstep: Class 1 contains 4285 members 
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	Iteration 100F: 3 clusters Score -6076763 nChanged 13
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	Iteration 102Q: 3 clusters Score -6076779 nChanged 15
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Mstep: Class 1 contains 4246 members 
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	Iteration 103Q: 3 clusters Score -6076770 nChanged 28
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Mstep: Class 1 contains 4220 members 
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Mstep: Class 1 contains 4201 members 
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	Iteration 106Q: 3 clusters Score -6076788 nChanged 30
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	Iteration 108Q: 3 clusters Score -6076821 nChanged 47
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	Iteration 109Q: 3 clusters Score -6076836 nChanged 52
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	Iteration 111Q: 3 clusters Score -6076876 nChanged 49
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	Iteration 112Q: 3 clusters Score -6076882 nChanged 40
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	Iteration 113Q: 3 clusters Score -6076888 nChanged 40
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	Iteration 114Q: 3 clusters Score -6076882 nChanged 41
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	Iteration 115Q: 3 clusters Score -6076902 nChanged 31
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	Iteration 116Q: 3 clusters Score -6076911 nChanged 37
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	Iteration 117Q: 3 clusters Score -6076922 nChanged 30
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	Iteration 118Q: 3 clusters Score -6076920 nChanged 30
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	Iteration 119Q: 3 clusters Score -6076926 nChanged 34
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	Iteration 120F: 3 clusters Score -6076931 nChanged 37
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Mstep: Class 1 contains 3739 members 
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	Iteration 121Q: 3 clusters Score -6076944 nChanged 41
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Mstep: Class 1 contains 3702 members 
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	Iteration 122Q: 3 clusters Score -6076952 nChanged 43
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	Iteration 123Q: 3 clusters Score -6076932 nChanged 44
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	Iteration 124Q: 3 clusters Score -6076951 nChanged 42
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	Iteration 125Q: 3 clusters Score -6076942 nChanged 34
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	Iteration 126Q: 3 clusters Score -6076950 nChanged 30
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	Iteration 127Q: 3 clusters Score -6076940 nChanged 34
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	Iteration 128Q: 3 clusters Score -6076947 nChanged 30
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	Iteration 129Q: 3 clusters Score -6076934 nChanged 30
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	Iteration 130Q: 3 clusters Score -6076930 nChanged 41
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	Iteration 131Q: 3 clusters Score -6076920 nChanged 39
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	Iteration 132Q: 3 clusters Score -6076915 nChanged 34
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	Iteration 133Q: 3 clusters Score -6076910 nChanged 34
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	Iteration 134Q: 3 clusters Score -6076912 nChanged 28
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	Iteration 135Q: 3 clusters Score -6076904 nChanged 28
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	Iteration 136Q: 3 clusters Score -6076912 nChanged 33
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	Iteration 137Q: 3 clusters Score -6076921 nChanged 33
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	Iteration 138Q: 3 clusters Score -6076920 nChanged 19
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	Iteration 139Q: 3 clusters Score -6076923 nChanged 25
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	Iteration 140F: 3 clusters Score -6076935 nChanged 33
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	Iteration 141Q: 3 clusters Score -6076930 nChanged 33
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	Iteration 142Q: 3 clusters Score -6076920 nChanged 37
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	Iteration 143Q: 3 clusters Score -6076912 nChanged 26
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	Iteration 144Q: 3 clusters Score -6076920 nChanged 22
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	Iteration 145Q: 3 clusters Score -6076926 nChanged 20
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	Iteration 146Q: 3 clusters Score -6076924 nChanged 24
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	Iteration 147Q: 3 clusters Score -6076914 nChanged 34
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	Iteration 148Q: 3 clusters Score -6076916 nChanged 33
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	Iteration 149Q: 3 clusters Score -6076921 nChanged 27
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	Iteration 150Q: 3 clusters Score -6076916 nChanged 24
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	Iteration 151Q: 3 clusters Score -6076928 nChanged 27
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	Iteration 152Q: 3 clusters Score -6076922 nChanged 28
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	Iteration 153Q: 3 clusters Score -6076908 nChanged 23
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	Iteration 154Q: 3 clusters Score -6076893 nChanged 23
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	Iteration 155Q: 3 clusters Score -6076878 nChanged 26
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6076876.500000 Penalty: 5118.617676
	Iteration 156Q: 3 clusters Score -6076876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6076867.000000 Penalty: 5118.617676
	Iteration 157Q: 3 clusters Score -6076867 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -6076857.000000 Penalty: 5118.617676
	Iteration 158Q: 3 clusters Score -6076857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -6076847.500000 Penalty: 5118.617676
	Iteration 159Q: 3 clusters Score -6076848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -6076834.500000 Penalty: 5118.617676
	Iteration 160F: 3 clusters Score -6076834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6076840.000000 Penalty: 5118.617676
	Iteration 161Q: 3 clusters Score -6076840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -6076826.000000 Penalty: 5118.617676
	Iteration 162Q: 3 clusters Score -6076826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6076833.000000 Penalty: 5118.617676
	Iteration 163Q: 3 clusters Score -6076833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6076825.000000 Penalty: 5118.617676
	Iteration 164Q: 3 clusters Score -6076825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -6076838.000000 Penalty: 5118.617676
	Iteration 165Q: 3 clusters Score -6076838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -6076830.500000 Penalty: 5118.617676
	Iteration 166Q: 3 clusters Score -6076830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6076821.500000 Penalty: 5118.617676
	Iteration 167Q: 3 clusters Score -6076822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6076834.500000 Penalty: 5118.617676
	Iteration 168Q: 3 clusters Score -6076834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -6076820.500000 Penalty: 5118.617676
	Iteration 169Q: 3 clusters Score -6076820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6076826.000000 Penalty: 5118.617676
	Iteration 170Q: 3 clusters Score -6076826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -6076831.000000 Penalty: 5118.617676
	Iteration 171Q: 3 clusters Score -6076831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6076824.000000 Penalty: 5118.617676
	Iteration 172Q: 3 clusters Score -6076824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -6076826.500000 Penalty: 5118.617676
	Iteration 173Q: 3 clusters Score -6076826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -6076835.500000 Penalty: 5118.617676
	Iteration 174Q: 3 clusters Score -6076836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6076830.500000 Penalty: 5118.617676
	Iteration 175Q: 3 clusters Score -6076830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6076826.000000 Penalty: 5118.617676
	Iteration 176Q: 3 clusters Score -6076826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -6076830.500000 Penalty: 5118.617676
	Iteration 177Q: 3 clusters Score -6076830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6076825.500000 Penalty: 5118.617676
	Iteration 178Q: 3 clusters Score -6076826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -6076813.500000 Penalty: 5118.617676
	Iteration 179Q: 3 clusters Score -6076814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6076816.000000 Penalty: 5118.617676
	Iteration 180F: 3 clusters Score -6076816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6076812.500000 Penalty: 5118.617676
	Iteration 181Q: 3 clusters Score -6076812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6076821.000000 Penalty: 5118.617676
	Iteration 182Q: 3 clusters Score -6076821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6076824.000000 Penalty: 5118.617676
	Iteration 183Q: 3 clusters Score -6076824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -6076821.000000 Penalty: 5118.617676
	Iteration 184Q: 3 clusters Score -6076821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -6076810.500000 Penalty: 5118.617676
	Iteration 185Q: 3 clusters Score -6076810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -6076814.500000 Penalty: 5118.617676
	Iteration 186Q: 3 clusters Score -6076814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -6076810.500000 Penalty: 5118.617676
	Iteration 187Q: 3 clusters Score -6076810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -6076820.500000 Penalty: 5118.617676
	Iteration 188Q: 3 clusters Score -6076820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6076826.000000 Penalty: 5118.617676
	Iteration 189Q: 3 clusters Score -6076826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -6076829.500000 Penalty: 5118.617676
	Iteration 190Q: 3 clusters Score -6076830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -6076813.500000 Penalty: 5118.617676
	Iteration 191Q: 3 clusters Score -6076814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -6076810.000000 Penalty: 5118.617676
	Iteration 192Q: 3 clusters Score -6076810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6076799.500000 Penalty: 5118.617676
	Iteration 193Q: 3 clusters Score -6076800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6076800.500000 Penalty: 5118.617676
	Iteration 194Q: 3 clusters Score -6076800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6076807.500000 Penalty: 5118.617676
	Iteration 195Q: 3 clusters Score -6076808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -6076791.000000 Penalty: 5118.617676
	Iteration 196Q: 3 clusters Score -6076791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6076796.000000 Penalty: 5118.617676
	Iteration 197Q: 3 clusters Score -6076796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6076805.000000 Penalty: 5118.617676
	Iteration 198Q: 3 clusters Score -6076805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6076803.000000 Penalty: 5118.617676
	Iteration 199Q: 3 clusters Score -6076803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -6076805.500000 Penalty: 5118.617676
	Iteration 200F: 3 clusters Score -6076806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -6076792.500000 Penalty: 5118.617676
	Iteration 201Q: 3 clusters Score -6076792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -6076796.000000 Penalty: 5118.617676
	Iteration 202Q: 3 clusters Score -6076796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -6076785.000000 Penalty: 5118.617676
	Iteration 203Q: 3 clusters Score -6076785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6076790.500000 Penalty: 5118.617676
	Iteration 204Q: 3 clusters Score -6076790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6076793.500000 Penalty: 5118.617676
	Iteration 205Q: 3 clusters Score -6076794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -6076782.500000 Penalty: 5118.617676
	Iteration 206Q: 3 clusters Score -6076782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6076776.500000 Penalty: 5118.617676
	Iteration 207Q: 3 clusters Score -6076776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -6076774.500000 Penalty: 5118.617676
	Iteration 208Q: 3 clusters Score -6076774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -6076784.000000 Penalty: 5118.617676
	Iteration 209Q: 3 clusters Score -6076784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6076772.000000 Penalty: 5118.617676
	Iteration 210Q: 3 clusters Score -6076772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6076769.000000 Penalty: 5118.617676
	Iteration 211Q: 3 clusters Score -6076769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6076770.500000 Penalty: 5118.617676
	Iteration 212Q: 3 clusters Score -6076770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -6076760.500000 Penalty: 5118.617676
	Iteration 213Q: 3 clusters Score -6076760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -6076766.000000 Penalty: 5118.617676
	Iteration 214Q: 3 clusters Score -6076766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -6076769.000000 Penalty: 5118.617676
	Iteration 215Q: 3 clusters Score -6076769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6076771.500000 Penalty: 5118.617676
	Iteration 216Q: 3 clusters Score -6076772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -6076768.500000 Penalty: 5118.617676
	Iteration 217Q: 3 clusters Score -6076768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -6076773.500000 Penalty: 5118.617676
	Iteration 218Q: 3 clusters Score -6076774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -6076773.500000 Penalty: 5118.617676
	Iteration 219Q: 3 clusters Score -6076774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -6076777.000000 Penalty: 5118.617676
	Iteration 220F: 3 clusters Score -6076777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -6076766.000000 Penalty: 5118.617676
	Iteration 221Q: 3 clusters Score -6076766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6076769.000000 Penalty: 5118.617676
	Iteration 222Q: 3 clusters Score -6076769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -6076769.500000 Penalty: 5118.617676
	Iteration 223Q: 3 clusters Score -6076770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6076777.000000 Penalty: 5118.617676
	Iteration 224Q: 3 clusters Score -6076777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -6076776.500000 Penalty: 5118.617676
	Iteration 225Q: 3 clusters Score -6076776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6076778.500000 Penalty: 5118.617676
	Iteration 226Q: 3 clusters Score -6076778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -6076773.500000 Penalty: 5118.617676
	Iteration 227Q: 3 clusters Score -6076774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6076779.500000 Penalty: 5118.617676
	Iteration 228Q: 3 clusters Score -6076780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6076779.500000 Penalty: 5118.617676
	Iteration 229F: 3 clusters Score -6076780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (35176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Entering Unmasked Estep 
Score: -7312806.500000 Penalty: 2596.093750
	Iteration 0F: 2 clusters Score -7312806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -7302340.500000 Penalty: 5192.187500
	Iteration 0F: 3 clusters Score -7302340 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -7310954.500000 Penalty: 5192.187500
	Iteration 1F: 3 clusters Score -7310954 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -7311362.000000 Penalty: 5192.187500
	Iteration 2F: 3 clusters Score -7311362 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -7311699.500000 Penalty: 5192.187500
	Iteration 3Q: 3 clusters Score -7311700 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -7312020.000000 Penalty: 5192.187500
	Iteration 4Q: 3 clusters Score -7312020 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -7312298.000000 Penalty: 5192.187500
	Iteration 5Q: 3 clusters Score -7312298 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -7312599.500000 Penalty: 5192.187500
	Iteration 6Q: 3 clusters Score -7312600 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -7312984.500000 Penalty: 5192.187500
	Iteration 7Q: 3 clusters Score -7312984 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -7313531.000000 Penalty: 5192.187500
	Iteration 8Q: 3 clusters Score -7313531 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -7314391.500000 Penalty: 5192.187500
	Iteration 9Q: 3 clusters Score -7314392 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -7315588.500000 Penalty: 5192.187500
	Iteration 10F: 3 clusters Score -7315588 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -7316945.000000 Penalty: 5192.187500
	Iteration 11F: 3 clusters Score -7316945 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -7317928.000000 Penalty: 5192.187500
	Iteration 12F: 3 clusters Score -7317928 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -7318403.500000 Penalty: 5192.187500
	Iteration 13Q: 3 clusters Score -7318404 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -7318585.500000 Penalty: 5192.187500
	Iteration 14Q: 3 clusters Score -7318586 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -7318713.000000 Penalty: 5192.187500
	Iteration 15Q: 3 clusters Score -7318713 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -7318893.000000 Penalty: 5192.187500
	Iteration 16Q: 3 clusters Score -7318893 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -7319083.500000 Penalty: 5192.187500
	Iteration 17Q: 3 clusters Score -7319084 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -7319289.500000 Penalty: 5192.187500
	Iteration 18Q: 3 clusters Score -7319290 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -7319537.000000 Penalty: 5192.187500
	Iteration 19Q: 3 clusters Score -7319537 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -7319700.000000 Penalty: 5192.187500
	Iteration 20F: 3 clusters Score -7319700 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -7319876.500000 Penalty: 5192.187500
	Iteration 21Q: 3 clusters Score -7319876 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -7320033.500000 Penalty: 5192.187500
	Iteration 22Q: 3 clusters Score -7320034 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -7320211.000000 Penalty: 5192.187500
	Iteration 23Q: 3 clusters Score -7320211 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -7320395.000000 Penalty: 5192.187500
	Iteration 24Q: 3 clusters Score -7320395 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -7320480.500000 Penalty: 5192.187500
	Iteration 25Q: 3 clusters Score -7320480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -7320586.000000 Penalty: 5192.187500
	Iteration 26Q: 3 clusters Score -7320586 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -7320682.000000 Penalty: 5192.187500
	Iteration 27Q: 3 clusters Score -7320682 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -7320689.500000 Penalty: 5192.187500
	Iteration 28Q: 3 clusters Score -7320690 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -7320763.000000 Penalty: 5192.187500
	Iteration 29Q: 3 clusters Score -7320763 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -7320775.000000 Penalty: 5192.187500
	Iteration 30Q: 3 clusters Score -7320775 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -7320847.500000 Penalty: 5192.187500
	Iteration 31Q: 3 clusters Score -7320848 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -7320917.500000 Penalty: 5192.187500
	Iteration 32Q: 3 clusters Score -7320918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -7320964.000000 Penalty: 5192.187500
	Iteration 33Q: 3 clusters Score -7320964 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -7320980.000000 Penalty: 5192.187500
	Iteration 34Q: 3 clusters Score -7320980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -7321028.500000 Penalty: 5192.187500
	Iteration 35Q: 3 clusters Score -7321028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -7321073.000000 Penalty: 5192.187500
	Iteration 36Q: 3 clusters Score -7321073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7321122.500000 Penalty: 5192.187500
	Iteration 37Q: 3 clusters Score -7321122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -7321138.500000 Penalty: 5192.187500
	Iteration 38Q: 3 clusters Score -7321138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -7321172.000000 Penalty: 5192.187500
	Iteration 39Q: 3 clusters Score -7321172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7321219.500000 Penalty: 5192.187500
	Iteration 40F: 3 clusters Score -7321220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7321212.000000 Penalty: 5192.187500
	Iteration 41Q: 3 clusters Score -7321212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7321221.500000 Penalty: 5192.187500
	Iteration 42Q: 3 clusters Score -7321222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -7321228.000000 Penalty: 5192.187500
	Iteration 43Q: 3 clusters Score -7321228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -7321229.500000 Penalty: 5192.187500
	Iteration 44Q: 3 clusters Score -7321230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7321244.000000 Penalty: 5192.187500
	Iteration 45Q: 3 clusters Score -7321244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7321246.500000 Penalty: 5192.187500
	Iteration 46Q: 3 clusters Score -7321246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -7321241.500000 Penalty: 5192.187500
	Iteration 47Q: 3 clusters Score -7321242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -7321248.000000 Penalty: 5192.187500
	Iteration 48Q: 3 clusters Score -7321248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7321257.500000 Penalty: 5192.187500
	Iteration 49Q: 3 clusters Score -7321258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -7321250.000000 Penalty: 5192.187500
	Iteration 50Q: 3 clusters Score -7321250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7321266.000000 Penalty: 5192.187500
	Iteration 51Q: 3 clusters Score -7321266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -7321278.000000 Penalty: 5192.187500
	Iteration 52Q: 3 clusters Score -7321278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7321282.500000 Penalty: 5192.187500
	Iteration 53Q: 3 clusters Score -7321282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -7321277.500000 Penalty: 5192.187500
	Iteration 54Q: 3 clusters Score -7321278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7321283.000000 Penalty: 5192.187500
	Iteration 55Q: 3 clusters Score -7321283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -7321277.000000 Penalty: 5192.187500
	Iteration 56Q: 3 clusters Score -7321277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -7321288.000000 Penalty: 5192.187500
	Iteration 57Q: 3 clusters Score -7321288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -7321279.000000 Penalty: 5192.187500
	Iteration 58Q: 3 clusters Score -7321279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7321281.500000 Penalty: 5192.187500
	Iteration 59Q: 3 clusters Score -7321282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7321274.500000 Penalty: 5192.187500
	Iteration 60F: 3 clusters Score -7321274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -7321274.500000 Penalty: 5192.187500
	Iteration 61Q: 3 clusters Score -7321274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -7321272.500000 Penalty: 5192.187500
	Iteration 62Q: 3 clusters Score -7321272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7321269.000000 Penalty: 5192.187500
	Iteration 63Q: 3 clusters Score -7321269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -7321270.000000 Penalty: 5192.187500
	Iteration 64Q: 3 clusters Score -7321270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -7321263.000000 Penalty: 5192.187500
	Iteration 65Q: 3 clusters Score -7321263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -7321266.500000 Penalty: 5192.187500
	Iteration 66Q: 3 clusters Score -7321266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7321273.500000 Penalty: 5192.187500
	Iteration 67Q: 3 clusters Score -7321274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7321271.000000 Penalty: 5192.187500
	Iteration 68Q: 3 clusters Score -7321271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7321271.000000 Penalty: 5192.187500
	Iteration 69Q: 3 clusters Score -7321271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -7321273.000000 Penalty: 5192.187500
	Iteration 70Q: 3 clusters Score -7321273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7321274.000000 Penalty: 5192.187500
	Iteration 71Q: 3 clusters Score -7321274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7321270.500000 Penalty: 5192.187500
	Iteration 72Q: 3 clusters Score -7321270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -7321270.500000 Penalty: 5192.187500
	Iteration 73F: 3 clusters Score -7321270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 38450 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 12078 members 
Entering Unmasked Estep 
Score: -177351408.000000 Penalty: 160116.750000
Splitting cluster 29 changes total score from -177332000.000000 to -177351408.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 30 (38450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Entering Unmasked Estep 
Score: -7912372.500000 Penalty: 2618.164062
	Iteration 0F: 2 clusters Score -7912372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -7901956.500000 Penalty: 5236.328125
	Iteration 0F: 3 clusters Score -7901956 nChanged 17431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -7911482.500000 Penalty: 5236.328125
	Iteration 1F: 3 clusters Score -7911482 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -7911999.500000 Penalty: 5236.328125
	Iteration 2Q: 3 clusters Score -7912000 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7912431.500000 Penalty: 5236.328125
	Iteration 3Q: 3 clusters Score -7912432 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -7912833.000000 Penalty: 5236.328125
	Iteration 4Q: 3 clusters Score -7912833 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -7913189.500000 Penalty: 5236.328125
	Iteration 5Q: 3 clusters Score -7913190 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -7913612.000000 Penalty: 5236.328125
	Iteration 6Q: 3 clusters Score -7913612 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -7913961.500000 Penalty: 5236.328125
	Iteration 7Q: 3 clusters Score -7913962 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -7914325.500000 Penalty: 5236.328125
	Iteration 8Q: 3 clusters Score -7914326 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7915159.000000 Penalty: 5236.328125
	Iteration 9Q: 3 clusters Score -7915159 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -7916320.500000 Penalty: 5236.328125
	Iteration 10Q: 3 clusters Score -7916320 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -7917773.000000 Penalty: 5236.328125
	Iteration 11F: 3 clusters Score -7917773 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7919437.000000 Penalty: 5236.328125
	Iteration 12F: 3 clusters Score -7919437 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -7920591.500000 Penalty: 5236.328125
	Iteration 13F: 3 clusters Score -7920592 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -7921147.000000 Penalty: 5236.328125
	Iteration 14Q: 3 clusters Score -7921147 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -7921483.500000 Penalty: 5236.328125
	Iteration 15Q: 3 clusters Score -7921484 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -7921751.500000 Penalty: 5236.328125
	Iteration 16Q: 3 clusters Score -7921752 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7921935.500000 Penalty: 5236.328125
	Iteration 17Q: 3 clusters Score -7921936 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -7922103.500000 Penalty: 5236.328125
	Iteration 18Q: 3 clusters Score -7922104 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -7922243.000000 Penalty: 5236.328125
	Iteration 19Q: 3 clusters Score -7922243 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -7922334.500000 Penalty: 5236.328125
	Iteration 20F: 3 clusters Score -7922334 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -7922409.000000 Penalty: 5236.328125
	Iteration 21Q: 3 clusters Score -7922409 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -7922522.000000 Penalty: 5236.328125
	Iteration 22Q: 3 clusters Score -7922522 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -7922601.000000 Penalty: 5236.328125
	Iteration 23Q: 3 clusters Score -7922601 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -7922637.500000 Penalty: 5236.328125
	Iteration 24Q: 3 clusters Score -7922638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7922658.000000 Penalty: 5236.328125
	Iteration 25Q: 3 clusters Score -7922658 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -7922672.000000 Penalty: 5236.328125
	Iteration 26Q: 3 clusters Score -7922672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -7922711.000000 Penalty: 5236.328125
	Iteration 27Q: 3 clusters Score -7922711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7922698.500000 Penalty: 5236.328125
	Iteration 28Q: 3 clusters Score -7922698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -7922727.000000 Penalty: 5236.328125
	Iteration 29Q: 3 clusters Score -7922727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7922726.500000 Penalty: 5236.328125
	Iteration 30Q: 3 clusters Score -7922726 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -7922720.500000 Penalty: 5236.328125
	Iteration 31Q: 3 clusters Score -7922720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -7922721.500000 Penalty: 5236.328125
	Iteration 32Q: 3 clusters Score -7922722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -7922721.000000 Penalty: 5236.328125
	Iteration 33Q: 3 clusters Score -7922721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -7922717.000000 Penalty: 5236.328125
	Iteration 34Q: 3 clusters Score -7922717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7922728.500000 Penalty: 5236.328125
	Iteration 35Q: 3 clusters Score -7922728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7922723.000000 Penalty: 5236.328125
	Iteration 36Q: 3 clusters Score -7922723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -7922733.500000 Penalty: 5236.328125
	Iteration 37Q: 3 clusters Score -7922734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -7922741.500000 Penalty: 5236.328125
	Iteration 38Q: 3 clusters Score -7922742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -7922737.000000 Penalty: 5236.328125
	Iteration 39Q: 3 clusters Score -7922737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7922725.000000 Penalty: 5236.328125
	Iteration 40F: 3 clusters Score -7922725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -7922731.500000 Penalty: 5236.328125
	Iteration 41Q: 3 clusters Score -7922732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -7922726.500000 Penalty: 5236.328125
	Iteration 42Q: 3 clusters Score -7922726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7922728.500000 Penalty: 5236.328125
	Iteration 43Q: 3 clusters Score -7922728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -7922735.000000 Penalty: 5236.328125
	Iteration 44Q: 3 clusters Score -7922735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -7922744.500000 Penalty: 5236.328125
	Iteration 45Q: 3 clusters Score -7922744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -7922744.500000 Penalty: 5236.328125
	Iteration 46Q: 3 clusters Score -7922744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7922739.500000 Penalty: 5236.328125
	Iteration 47Q: 3 clusters Score -7922740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -7922736.500000 Penalty: 5236.328125
	Iteration 48Q: 3 clusters Score -7922736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -7922734.500000 Penalty: 5236.328125
	Iteration 49Q: 3 clusters Score -7922734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7922748.000000 Penalty: 5236.328125
	Iteration 50Q: 3 clusters Score -7922748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -7922746.500000 Penalty: 5236.328125
	Iteration 51Q: 3 clusters Score -7922746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7922739.500000 Penalty: 5236.328125
	Iteration 52Q: 3 clusters Score -7922740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7922747.000000 Penalty: 5236.328125
	Iteration 53Q: 3 clusters Score -7922747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -7922747.000000 Penalty: 5236.328125
	Iteration 54F: 3 clusters Score -7922747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 12509 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 33586 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 12078 members 
Mstep: Class 48 contains 25941 members 
Entering Unmasked Estep 
Score: -177360080.000000 Penalty: 163523.484375
Splitting cluster 30 changes total score from -177332000.000000 to -177360080.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (45684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Entering Unmasked Estep 
Score: -8664766.000000 Penalty: 2660.916992
	Iteration 0F: 2 clusters Score -8664766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -8637945.000000 Penalty: 5321.833984
	Iteration 0F: 3 clusters Score -8637945 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -8649491.000000 Penalty: 5321.833984
	Iteration 1F: 3 clusters Score -8649491 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -8649982.000000 Penalty: 5321.833984
	Iteration 2Q: 3 clusters Score -8649982 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8650433.000000 Penalty: 5321.833984
	Iteration 3Q: 3 clusters Score -8650433 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -8650832.000000 Penalty: 5321.833984
	Iteration 4Q: 3 clusters Score -8650832 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8651271.000000 Penalty: 5321.833984
	Iteration 5Q: 3 clusters Score -8651271 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -8651753.000000 Penalty: 5321.833984
	Iteration 6Q: 3 clusters Score -8651753 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -8652300.000000 Penalty: 5321.833984
	Iteration 7Q: 3 clusters Score -8652300 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8653003.000000 Penalty: 5321.833984
	Iteration 8Q: 3 clusters Score -8653003 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -8653986.000000 Penalty: 5321.833984
	Iteration 9Q: 3 clusters Score -8653986 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -8655264.000000 Penalty: 5321.833984
	Iteration 10F: 3 clusters Score -8655264 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -8656792.000000 Penalty: 5321.833984
	Iteration 11F: 3 clusters Score -8656792 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -8658197.000000 Penalty: 5321.833984
	Iteration 12F: 3 clusters Score -8658197 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -8659207.000000 Penalty: 5321.833984
	Iteration 13Q: 3 clusters Score -8659207 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -8659722.000000 Penalty: 5321.833984
	Iteration 14Q: 3 clusters Score -8659722 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -8659917.000000 Penalty: 5321.833984
	Iteration 15Q: 3 clusters Score -8659917 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8659946.000000 Penalty: 5321.833984
	Iteration 16Q: 3 clusters Score -8659946 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -8659916.000000 Penalty: 5321.833984
	Iteration 17Q: 3 clusters Score -8659916 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -8659948.000000 Penalty: 5321.833984
	Iteration 18Q: 3 clusters Score -8659948 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -8659977.000000 Penalty: 5321.833984
	Iteration 19Q: 3 clusters Score -8659977 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -8660012.000000 Penalty: 5321.833984
	Iteration 20F: 3 clusters Score -8660012 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -8660008.000000 Penalty: 5321.833984
	Iteration 21Q: 3 clusters Score -8660008 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -8660044.000000 Penalty: 5321.833984
	Iteration 22Q: 3 clusters Score -8660044 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -8660125.000000 Penalty: 5321.833984
	Iteration 23Q: 3 clusters Score -8660125 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -8660212.000000 Penalty: 5321.833984
	Iteration 24Q: 3 clusters Score -8660212 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -8660349.000000 Penalty: 5321.833984
	Iteration 25Q: 3 clusters Score -8660349 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8660461.000000 Penalty: 5321.833984
	Iteration 26Q: 3 clusters Score -8660461 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -8660648.000000 Penalty: 5321.833984
	Iteration 27Q: 3 clusters Score -8660648 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -8660786.000000 Penalty: 5321.833984
	Iteration 28Q: 3 clusters Score -8660786 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -8661023.000000 Penalty: 5321.833984
	Iteration 29Q: 3 clusters Score -8661023 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -8661127.000000 Penalty: 5321.833984
	Iteration 30Q: 3 clusters Score -8661127 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -8661326.000000 Penalty: 5321.833984
	Iteration 31Q: 3 clusters Score -8661326 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -8661485.000000 Penalty: 5321.833984
	Iteration 32Q: 3 clusters Score -8661485 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -8661625.000000 Penalty: 5321.833984
	Iteration 33Q: 3 clusters Score -8661625 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -8661735.000000 Penalty: 5321.833984
	Iteration 34Q: 3 clusters Score -8661735 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -8661832.000000 Penalty: 5321.833984
	Iteration 35Q: 3 clusters Score -8661832 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -8661870.000000 Penalty: 5321.833984
	Iteration 36Q: 3 clusters Score -8661870 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -8661956.000000 Penalty: 5321.833984
	Iteration 37Q: 3 clusters Score -8661956 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8662016.000000 Penalty: 5321.833984
	Iteration 38Q: 3 clusters Score -8662016 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -8662081.000000 Penalty: 5321.833984
	Iteration 39Q: 3 clusters Score -8662081 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8662141.000000 Penalty: 5321.833984
	Iteration 40F: 3 clusters Score -8662141 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662209.000000 Penalty: 5321.833984
	Iteration 41Q: 3 clusters Score -8662209 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8662233.000000 Penalty: 5321.833984
	Iteration 42Q: 3 clusters Score -8662233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -8662245.000000 Penalty: 5321.833984
	Iteration 43Q: 3 clusters Score -8662245 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -8662303.000000 Penalty: 5321.833984
	Iteration 44Q: 3 clusters Score -8662303 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -8662325.000000 Penalty: 5321.833984
	Iteration 45Q: 3 clusters Score -8662325 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8662381.000000 Penalty: 5321.833984
	Iteration 46Q: 3 clusters Score -8662381 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -8662413.000000 Penalty: 5321.833984
	Iteration 47Q: 3 clusters Score -8662413 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8662411.000000 Penalty: 5321.833984
	Iteration 48Q: 3 clusters Score -8662411 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -8662414.000000 Penalty: 5321.833984
	Iteration 49Q: 3 clusters Score -8662414 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -8662417.000000 Penalty: 5321.833984
	Iteration 50Q: 3 clusters Score -8662417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -8662436.000000 Penalty: 5321.833984
	Iteration 51Q: 3 clusters Score -8662436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8662449.000000 Penalty: 5321.833984
	Iteration 52Q: 3 clusters Score -8662449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -8662435.000000 Penalty: 5321.833984
	Iteration 53Q: 3 clusters Score -8662435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -8662460.000000 Penalty: 5321.833984
	Iteration 54Q: 3 clusters Score -8662460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -8662434.000000 Penalty: 5321.833984
	Iteration 55Q: 3 clusters Score -8662434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8662436.000000 Penalty: 5321.833984
	Iteration 56Q: 3 clusters Score -8662436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8662433.000000 Penalty: 5321.833984
	Iteration 57Q: 3 clusters Score -8662433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -8662441.000000 Penalty: 5321.833984
	Iteration 58Q: 3 clusters Score -8662441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8662442.000000 Penalty: 5321.833984
	Iteration 59Q: 3 clusters Score -8662442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -8662438.000000 Penalty: 5321.833984
	Iteration 60F: 3 clusters Score -8662438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -8662457.000000 Penalty: 5321.833984
	Iteration 61Q: 3 clusters Score -8662457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662452.000000 Penalty: 5321.833984
	Iteration 62Q: 3 clusters Score -8662452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662443.000000 Penalty: 5321.833984
	Iteration 63Q: 3 clusters Score -8662443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8662449.000000 Penalty: 5321.833984
	Iteration 64Q: 3 clusters Score -8662449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662448.000000 Penalty: 5321.833984
	Iteration 65Q: 3 clusters Score -8662448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -8662448.000000 Penalty: 5321.833984
	Iteration 66Q: 3 clusters Score -8662448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -8662438.000000 Penalty: 5321.833984
	Iteration 67Q: 3 clusters Score -8662438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8662438.000000 Penalty: 5321.833984
	Iteration 68Q: 3 clusters Score -8662438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662440.000000 Penalty: 5321.833984
	Iteration 69Q: 3 clusters Score -8662440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8662440.000000 Penalty: 5321.833984
	Iteration 70F: 3 clusters Score -8662440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (33586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Entering Unmasked Estep 
Score: -6839657.500000 Penalty: 2584.622314
	Iteration 0F: 2 clusters Score -6839658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -6825191.000000 Penalty: 5169.244629
	Iteration 0F: 3 clusters Score -6825191 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -6833516.000000 Penalty: 5169.244629
	Iteration 1F: 3 clusters Score -6833516 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -6834057.000000 Penalty: 5169.244629
	Iteration 2F: 3 clusters Score -6834057 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -6834513.500000 Penalty: 5169.244629
	Iteration 3Q: 3 clusters Score -6834514 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -6835068.000000 Penalty: 5169.244629
	Iteration 4Q: 3 clusters Score -6835068 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6835640.000000 Penalty: 5169.244629
	Iteration 5Q: 3 clusters Score -6835640 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -6836256.000000 Penalty: 5169.244629
	Iteration 6Q: 3 clusters Score -6836256 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6837085.000000 Penalty: 5169.244629
	Iteration 7Q: 3 clusters Score -6837085 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -6838052.500000 Penalty: 5169.244629
	Iteration 8F: 3 clusters Score -6838052 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -6838962.000000 Penalty: 5169.244629
	Iteration 9Q: 3 clusters Score -6838962 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6839761.000000 Penalty: 5169.244629
	Iteration 10Q: 3 clusters Score -6839761 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -6840188.000000 Penalty: 5169.244629
	Iteration 11Q: 3 clusters Score -6840188 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -6840454.500000 Penalty: 5169.244629
	Iteration 12Q: 3 clusters Score -6840454 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -6840573.000000 Penalty: 5169.244629
	Iteration 13Q: 3 clusters Score -6840573 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -6840656.500000 Penalty: 5169.244629
	Iteration 14Q: 3 clusters Score -6840656 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6840750.500000 Penalty: 5169.244629
	Iteration 15Q: 3 clusters Score -6840750 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -6840776.500000 Penalty: 5169.244629
	Iteration 16Q: 3 clusters Score -6840776 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -6840807.500000 Penalty: 5169.244629
	Iteration 17Q: 3 clusters Score -6840808 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -6840893.500000 Penalty: 5169.244629
	Iteration 18Q: 3 clusters Score -6840894 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -6840927.000000 Penalty: 5169.244629
	Iteration 19Q: 3 clusters Score -6840927 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6840998.500000 Penalty: 5169.244629
	Iteration 20F: 3 clusters Score -6840998 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -6841017.500000 Penalty: 5169.244629
	Iteration 21Q: 3 clusters Score -6841018 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -6841052.500000 Penalty: 5169.244629
	Iteration 22Q: 3 clusters Score -6841052 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -6841122.000000 Penalty: 5169.244629
	Iteration 23Q: 3 clusters Score -6841122 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -6841154.500000 Penalty: 5169.244629
	Iteration 24Q: 3 clusters Score -6841154 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6841199.500000 Penalty: 5169.244629
	Iteration 25Q: 3 clusters Score -6841200 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -6841237.500000 Penalty: 5169.244629
	Iteration 26Q: 3 clusters Score -6841238 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -6841283.500000 Penalty: 5169.244629
	Iteration 27Q: 3 clusters Score -6841284 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -6841287.500000 Penalty: 5169.244629
	Iteration 28Q: 3 clusters Score -6841288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -6841284.000000 Penalty: 5169.244629
	Iteration 29Q: 3 clusters Score -6841284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6841342.000000 Penalty: 5169.244629
	Iteration 30Q: 3 clusters Score -6841342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -6841347.500000 Penalty: 5169.244629
	Iteration 31Q: 3 clusters Score -6841348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6841374.000000 Penalty: 5169.244629
	Iteration 32Q: 3 clusters Score -6841374 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6841410.000000 Penalty: 5169.244629
	Iteration 33Q: 3 clusters Score -6841410 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -6841426.000000 Penalty: 5169.244629
	Iteration 34Q: 3 clusters Score -6841426 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -6841433.500000 Penalty: 5169.244629
	Iteration 35Q: 3 clusters Score -6841434 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -6841445.000000 Penalty: 5169.244629
	Iteration 36Q: 3 clusters Score -6841445 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -6841468.500000 Penalty: 5169.244629
	Iteration 37Q: 3 clusters Score -6841468 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -6841482.500000 Penalty: 5169.244629
	Iteration 38Q: 3 clusters Score -6841482 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -6841516.500000 Penalty: 5169.244629
	Iteration 39Q: 3 clusters Score -6841516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -6841516.500000 Penalty: 5169.244629
	Iteration 40F: 3 clusters Score -6841516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -6841538.000000 Penalty: 5169.244629
	Iteration 41Q: 3 clusters Score -6841538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6841551.500000 Penalty: 5169.244629
	Iteration 42Q: 3 clusters Score -6841552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6841584.000000 Penalty: 5169.244629
	Iteration 43Q: 3 clusters Score -6841584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6841579.500000 Penalty: 5169.244629
	Iteration 44Q: 3 clusters Score -6841580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6841581.500000 Penalty: 5169.244629
	Iteration 45Q: 3 clusters Score -6841582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6841589.000000 Penalty: 5169.244629
	Iteration 46Q: 3 clusters Score -6841589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6841595.000000 Penalty: 5169.244629
	Iteration 47Q: 3 clusters Score -6841595 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -6841587.000000 Penalty: 5169.244629
	Iteration 48Q: 3 clusters Score -6841587 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6841605.500000 Penalty: 5169.244629
	Iteration 49Q: 3 clusters Score -6841606 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6841622.500000 Penalty: 5169.244629
	Iteration 50Q: 3 clusters Score -6841622 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6841628.000000 Penalty: 5169.244629
	Iteration 51Q: 3 clusters Score -6841628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6841624.000000 Penalty: 5169.244629
	Iteration 52Q: 3 clusters Score -6841624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -6841641.000000 Penalty: 5169.244629
	Iteration 53Q: 3 clusters Score -6841641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -6841652.500000 Penalty: 5169.244629
	Iteration 54Q: 3 clusters Score -6841652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -6841631.000000 Penalty: 5169.244629
	Iteration 55Q: 3 clusters Score -6841631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -6841627.000000 Penalty: 5169.244629
	Iteration 56Q: 3 clusters Score -6841627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -6841643.000000 Penalty: 5169.244629
	Iteration 57Q: 3 clusters Score -6841643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -6841654.000000 Penalty: 5169.244629
	Iteration 58Q: 3 clusters Score -6841654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -6841657.000000 Penalty: 5169.244629
	Iteration 59Q: 3 clusters Score -6841657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6841662.000000 Penalty: 5169.244629
	Iteration 60F: 3 clusters Score -6841662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -6841664.500000 Penalty: 5169.244629
	Iteration 61Q: 3 clusters Score -6841664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6841664.000000 Penalty: 5169.244629
	Iteration 62Q: 3 clusters Score -6841664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -6841668.000000 Penalty: 5169.244629
	Iteration 63Q: 3 clusters Score -6841668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -6841665.000000 Penalty: 5169.244629
	Iteration 64Q: 3 clusters Score -6841665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -6841670.500000 Penalty: 5169.244629
	Iteration 65Q: 3 clusters Score -6841670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6841670.500000 Penalty: 5169.244629
	Iteration 66Q: 3 clusters Score -6841670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -6841666.500000 Penalty: 5169.244629
	Iteration 67Q: 3 clusters Score -6841666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -6841665.000000 Penalty: 5169.244629
	Iteration 68Q: 3 clusters Score -6841665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6841659.500000 Penalty: 5169.244629
	Iteration 69Q: 3 clusters Score -6841660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6841648.000000 Penalty: 5169.244629
	Iteration 70Q: 3 clusters Score -6841648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6841643.500000 Penalty: 5169.244629
	Iteration 71Q: 3 clusters Score -6841644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -6841657.000000 Penalty: 5169.244629
	Iteration 72Q: 3 clusters Score -6841657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6841656.000000 Penalty: 5169.244629
	Iteration 73Q: 3 clusters Score -6841656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -6841665.000000 Penalty: 5169.244629
	Iteration 74Q: 3 clusters Score -6841665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -6841656.000000 Penalty: 5169.244629
	Iteration 75Q: 3 clusters Score -6841656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6841647.500000 Penalty: 5169.244629
	Iteration 76Q: 3 clusters Score -6841648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6841655.500000 Penalty: 5169.244629
	Iteration 77Q: 3 clusters Score -6841656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -6841667.500000 Penalty: 5169.244629
	Iteration 78Q: 3 clusters Score -6841668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -6841670.000000 Penalty: 5169.244629
	Iteration 79Q: 3 clusters Score -6841670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6841666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6841659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6841650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6841654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6841652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6841655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6841662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6841666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6841672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6841670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6841662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6841684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6841676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6841675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6841670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6841666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6841664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6841677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6841681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6841673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6841672 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6841663 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6841669 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6841679 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15581 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6841680 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15567 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6841684 nChanged 26
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Mstep: Class 1 contains 15545 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6841696 nChanged 26
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Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6841676 nChanged 25
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Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6841664 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6841674 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15479 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6841658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6841652 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6841668 nChanged 21
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Mstep: Class 1 contains 15438 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6841665 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15424 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6841671 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15408 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6841672 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6841679 nChanged 59
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6841667 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6841670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6841668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6841651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6841644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6841636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6841640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6841638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6841627 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6841618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6841622 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6841619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6841618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6841631 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6841630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6841630 nChanged 13
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Mstep: Class 1 contains 15091 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6841630 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15081 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6841626 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15077 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6841628 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6841635 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15071 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6841621 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15068 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6841632 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6841628 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6841633 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6841636 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15044 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6841646 nChanged 16
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	Iteration 143Q: 3 clusters Score -6841644 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6841650 nChanged 21
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Mstep: Class 1 contains 15039 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6841647 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15033 members 
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	Iteration 146Q: 3 clusters Score -6841650 nChanged 22
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Mstep: Class 1 contains 15029 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6841666 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6841658 nChanged 31
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6841658 nChanged 38
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Mstep: Class 1 contains 15032 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6841656 nChanged 55
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6841666 nChanged 62
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	Iteration 152Q: 3 clusters Score -6841675 nChanged 61
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Mstep: Class 1 contains 15070 members 
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	Iteration 153Q: 3 clusters Score -6841686 nChanged 61
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Mstep: Class 1 contains 15075 members 
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	Iteration 154Q: 3 clusters Score -6841686 nChanged 69
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	Iteration 155Q: 3 clusters Score -6841688 nChanged 68
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	Iteration 156Q: 3 clusters Score -6841702 nChanged 57
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	Iteration 157Q: 3 clusters Score -6841680 nChanged 56
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	Iteration 158Q: 3 clusters Score -6841679 nChanged 47
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	Iteration 159Q: 3 clusters Score -6841692 nChanged 45
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	Iteration 160F: 3 clusters Score -6841704 nChanged 38
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	Iteration 161Q: 3 clusters Score -6841696 nChanged 52
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	Iteration 162Q: 3 clusters Score -6841691 nChanged 45
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	Iteration 163Q: 3 clusters Score -6841682 nChanged 39
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	Iteration 164Q: 3 clusters Score -6841684 nChanged 35
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	Iteration 165Q: 3 clusters Score -6841690 nChanged 29
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	Iteration 166Q: 3 clusters Score -6841694 nChanged 39
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	Iteration 167Q: 3 clusters Score -6841688 nChanged 38
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	Iteration 168Q: 3 clusters Score -6841696 nChanged 29
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	Iteration 169Q: 3 clusters Score -6841681 nChanged 41
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	Iteration 170Q: 3 clusters Score -6841690 nChanged 47
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	Iteration 171Q: 3 clusters Score -6841690 nChanged 37
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6841706 nChanged 46
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 18330 members 
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Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 18320 members 
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	Iteration 178Q: 3 clusters Score -6841732 nChanged 75
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Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 18315 members 
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Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6841748 nChanged 74
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	Iteration 181Q: 3 clusters Score -6841758 nChanged 75
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	Iteration 182Q: 3 clusters Score -6841780 nChanged 88
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Mstep: Class 1 contains 15396 members 
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Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 18174 members 
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Mstep: Class 2 contains 17979 members 
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	Iteration 196Q: 3 clusters Score -6841934 nChanged 144
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Mstep: Class 1 contains 15740 members 
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	Iteration 198Q: 3 clusters Score -6841935 nChanged 134
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	Iteration 199Q: 3 clusters Score -6841944 nChanged 148
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	Iteration 200F: 3 clusters Score -6841971 nChanged 157
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	Iteration 240F: 3 clusters Score -6842016 nChanged 31
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	Iteration 246Q: 3 clusters Score -6842032 nChanged 42
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	Iteration 251Q: 3 clusters Score -6842033 nChanged 23
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	Iteration 252Q: 3 clusters Score -6842042 nChanged 20
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	Iteration 259Q: 3 clusters Score -6842044 nChanged 9
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	Iteration 260F: 3 clusters Score -6842052 nChanged 9
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	Iteration 261Q: 3 clusters Score -6842058 nChanged 5
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	Iteration 262Q: 3 clusters Score -6842056 nChanged 3
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	Iteration 263Q: 3 clusters Score -6842058 nChanged 3
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	Iteration 264Q: 3 clusters Score -6842056 nChanged 6
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	Iteration 265Q: 3 clusters Score -6842062 nChanged 6
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	Iteration 266Q: 3 clusters Score -6842058 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6842054.000000 Penalty: 5169.244629
	Iteration 267Q: 3 clusters Score -6842054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -6842035.500000 Penalty: 5169.244629
	Iteration 268Q: 3 clusters Score -6842036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -6842045.000000 Penalty: 5169.244629
	Iteration 269Q: 3 clusters Score -6842045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -6842049.500000 Penalty: 5169.244629
	Iteration 270Q: 3 clusters Score -6842050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6842045.500000 Penalty: 5169.244629
	Iteration 271Q: 3 clusters Score -6842046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6842036.500000 Penalty: 5169.244629
	Iteration 272Q: 3 clusters Score -6842036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6842037.500000 Penalty: 5169.244629
	Iteration 273Q: 3 clusters Score -6842038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6842031.000000 Penalty: 5169.244629
	Iteration 274Q: 3 clusters Score -6842031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -6842026.500000 Penalty: 5169.244629
	Iteration 275Q: 3 clusters Score -6842026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -6842029.500000 Penalty: 5169.244629
	Iteration 276Q: 3 clusters Score -6842030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6842016.000000 Penalty: 5169.244629
	Iteration 277Q: 3 clusters Score -6842016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -6842020.500000 Penalty: 5169.244629
	Iteration 278Q: 3 clusters Score -6842020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -6842023.000000 Penalty: 5169.244629
	Iteration 279Q: 3 clusters Score -6842023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6842031.500000 Penalty: 5169.244629
	Iteration 280F: 3 clusters Score -6842032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6842022.500000 Penalty: 5169.244629
	Iteration 281Q: 3 clusters Score -6842022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6842026.000000 Penalty: 5169.244629
	Iteration 282Q: 3 clusters Score -6842026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6842020.000000 Penalty: 5169.244629
	Iteration 283Q: 3 clusters Score -6842020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6842021.000000 Penalty: 5169.244629
	Iteration 284Q: 3 clusters Score -6842021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6842021.000000 Penalty: 5169.244629
	Iteration 285Q: 3 clusters Score -6842021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6842027.000000 Penalty: 5169.244629
	Iteration 286Q: 3 clusters Score -6842027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6842023.000000 Penalty: 5169.244629
	Iteration 287Q: 3 clusters Score -6842023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6842019.000000 Penalty: 5169.244629
	Iteration 288Q: 3 clusters Score -6842019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6842019.000000 Penalty: 5169.244629
	Iteration 289Q: 3 clusters Score -6842019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6842021.000000 Penalty: 5169.244629
	Iteration 290Q: 3 clusters Score -6842021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6842022.000000 Penalty: 5169.244629
	Iteration 291Q: 3 clusters Score -6842022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6842020.000000 Penalty: 5169.244629
	Iteration 292Q: 3 clusters Score -6842020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -6842016.000000 Penalty: 5169.244629
	Iteration 293Q: 3 clusters Score -6842016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -6842022.000000 Penalty: 5169.244629
	Iteration 294Q: 3 clusters Score -6842022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -6842016.500000 Penalty: 5169.244629
	Iteration 295Q: 3 clusters Score -6842016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -6842011.000000 Penalty: 5169.244629
	Iteration 296Q: 3 clusters Score -6842011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6842014.500000 Penalty: 5169.244629
	Iteration 297Q: 3 clusters Score -6842014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -6842014.500000 Penalty: 5169.244629
	Iteration 298Q: 3 clusters Score -6842014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -6842024.000000 Penalty: 5169.244629
	Iteration 299Q: 3 clusters Score -6842024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -6842031.500000 Penalty: 5169.244629
	Iteration 300F: 3 clusters Score -6842032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -6842028.500000 Penalty: 5169.244629
	Iteration 301Q: 3 clusters Score -6842028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -6842032.500000 Penalty: 5169.244629
	Iteration 302Q: 3 clusters Score -6842032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6842030.000000 Penalty: 5169.244629
	Iteration 303Q: 3 clusters Score -6842030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6842032.000000 Penalty: 5169.244629
	Iteration 304Q: 3 clusters Score -6842032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -6842027.000000 Penalty: 5169.244629
	Iteration 305Q: 3 clusters Score -6842027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -6842026.000000 Penalty: 5169.244629
	Iteration 306Q: 3 clusters Score -6842026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6842021.500000 Penalty: 5169.244629
	Iteration 307Q: 3 clusters Score -6842022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -6842026.000000 Penalty: 5169.244629
	Iteration 308Q: 3 clusters Score -6842026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6842032.000000 Penalty: 5169.244629
	Iteration 309Q: 3 clusters Score -6842032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -6842027.500000 Penalty: 5169.244629
	Iteration 310Q: 3 clusters Score -6842028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6842031.500000 Penalty: 5169.244629
	Iteration 311Q: 3 clusters Score -6842032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -6842026.000000 Penalty: 5169.244629
	Iteration 312Q: 3 clusters Score -6842026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6842027.500000 Penalty: 5169.244629
	Iteration 313Q: 3 clusters Score -6842028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6842032.500000 Penalty: 5169.244629
	Iteration 314Q: 3 clusters Score -6842032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -6842028.500000 Penalty: 5169.244629
	Iteration 315Q: 3 clusters Score -6842028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -6842031.500000 Penalty: 5169.244629
	Iteration 316Q: 3 clusters Score -6842032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6842030.500000 Penalty: 5169.244629
	Iteration 317Q: 3 clusters Score -6842030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6842030.000000 Penalty: 5169.244629
	Iteration 318Q: 3 clusters Score -6842030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6842030.000000 Penalty: 5169.244629
	Iteration 319F: 3 clusters Score -6842030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 12509 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 18454 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 12078 members 
Mstep: Class 48 contains 25941 members 
Mstep: Class 49 contains 15132 members 
Entering Unmasked Estep 
Score: -177362304.000000 Penalty: 166930.218750
Splitting cluster 32 changes total score from -177332000.000000 to -177362304.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 33 (29490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Entering Unmasked Estep 
Score: -5756124.000000 Penalty: 2552.367920
	Iteration 0F: 2 clusters Score -5756124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -5738209.000000 Penalty: 5104.735840
	Iteration 0F: 3 clusters Score -5738209 nChanged 13196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5745318.000000 Penalty: 5104.735840
	Iteration 1F: 3 clusters Score -5745318 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5745797.500000 Penalty: 5104.735840
	Iteration 2Q: 3 clusters Score -5745798 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5746220.500000 Penalty: 5104.735840
	Iteration 3Q: 3 clusters Score -5746220 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -5746607.500000 Penalty: 5104.735840
	Iteration 4Q: 3 clusters Score -5746608 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -5747001.500000 Penalty: 5104.735840
	Iteration 5Q: 3 clusters Score -5747002 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -5747446.500000 Penalty: 5104.735840
	Iteration 6Q: 3 clusters Score -5747446 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -5747978.000000 Penalty: 5104.735840
	Iteration 7Q: 3 clusters Score -5747978 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -5748574.500000 Penalty: 5104.735840
	Iteration 8Q: 3 clusters Score -5748574 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5749326.500000 Penalty: 5104.735840
	Iteration 9Q: 3 clusters Score -5749326 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5750036.000000 Penalty: 5104.735840
	Iteration 10Q: 3 clusters Score -5750036 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -5750634.000000 Penalty: 5104.735840
	Iteration 11Q: 3 clusters Score -5750634 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -5751005.500000 Penalty: 5104.735840
	Iteration 12Q: 3 clusters Score -5751006 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -5751102.000000 Penalty: 5104.735840
	Iteration 13Q: 3 clusters Score -5751102 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -5751140.000000 Penalty: 5104.735840
	Iteration 14Q: 3 clusters Score -5751140 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5751111.000000 Penalty: 5104.735840
	Iteration 15Q: 3 clusters Score -5751111 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -5751091.500000 Penalty: 5104.735840
	Iteration 16Q: 3 clusters Score -5751092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5751068.500000 Penalty: 5104.735840
	Iteration 17Q: 3 clusters Score -5751068 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -5751064.500000 Penalty: 5104.735840
	Iteration 18Q: 3 clusters Score -5751064 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -5751061.000000 Penalty: 5104.735840
	Iteration 19Q: 3 clusters Score -5751061 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5751067.500000 Penalty: 5104.735840
	Iteration 20F: 3 clusters Score -5751068 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5751071.500000 Penalty: 5104.735840
	Iteration 21Q: 3 clusters Score -5751072 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5751091.500000 Penalty: 5104.735840
	Iteration 22Q: 3 clusters Score -5751092 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5751120.000000 Penalty: 5104.735840
	Iteration 23Q: 3 clusters Score -5751120 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -5751146.000000 Penalty: 5104.735840
	Iteration 24Q: 3 clusters Score -5751146 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5751187.000000 Penalty: 5104.735840
	Iteration 25Q: 3 clusters Score -5751187 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -5751243.500000 Penalty: 5104.735840
	Iteration 26Q: 3 clusters Score -5751244 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5751310.500000 Penalty: 5104.735840
	Iteration 27Q: 3 clusters Score -5751310 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5751444.500000 Penalty: 5104.735840
	Iteration 28Q: 3 clusters Score -5751444 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -5751503.500000 Penalty: 5104.735840
	Iteration 29Q: 3 clusters Score -5751504 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5751589.000000 Penalty: 5104.735840
	Iteration 30Q: 3 clusters Score -5751589 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -5751684.500000 Penalty: 5104.735840
	Iteration 31Q: 3 clusters Score -5751684 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -5751727.000000 Penalty: 5104.735840
	Iteration 32Q: 3 clusters Score -5751727 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -5751802.000000 Penalty: 5104.735840
	Iteration 33Q: 3 clusters Score -5751802 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -5751938.000000 Penalty: 5104.735840
	Iteration 34Q: 3 clusters Score -5751938 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5752096.500000 Penalty: 5104.735840
	Iteration 35Q: 3 clusters Score -5752096 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5752207.000000 Penalty: 5104.735840
	Iteration 36Q: 3 clusters Score -5752207 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -5752362.500000 Penalty: 5104.735840
	Iteration 37Q: 3 clusters Score -5752362 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -5752487.500000 Penalty: 5104.735840
	Iteration 38Q: 3 clusters Score -5752488 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5752793.500000 Penalty: 5104.735840
	Iteration 39Q: 3 clusters Score -5752794 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5753205.500000 Penalty: 5104.735840
	Iteration 40F: 3 clusters Score -5753206 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -5753515.000000 Penalty: 5104.735840
	Iteration 41Q: 3 clusters Score -5753515 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -5753700.500000 Penalty: 5104.735840
	Iteration 42Q: 3 clusters Score -5753700 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -5753856.500000 Penalty: 5104.735840
	Iteration 43Q: 3 clusters Score -5753856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -5753971.500000 Penalty: 5104.735840
	Iteration 44Q: 3 clusters Score -5753972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5754046.000000 Penalty: 5104.735840
	Iteration 45Q: 3 clusters Score -5754046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -5754090.000000 Penalty: 5104.735840
	Iteration 46Q: 3 clusters Score -5754090 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5754148.000000 Penalty: 5104.735840
	Iteration 47Q: 3 clusters Score -5754148 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5754192.500000 Penalty: 5104.735840
	Iteration 48Q: 3 clusters Score -5754192 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5754221.000000 Penalty: 5104.735840
	Iteration 49Q: 3 clusters Score -5754221 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -5754244.000000 Penalty: 5104.735840
	Iteration 50Q: 3 clusters Score -5754244 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5754244.000000 Penalty: 5104.735840
	Iteration 51Q: 3 clusters Score -5754244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -5754267.000000 Penalty: 5104.735840
	Iteration 52Q: 3 clusters Score -5754267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5754297.500000 Penalty: 5104.735840
	Iteration 53Q: 3 clusters Score -5754298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5754333.000000 Penalty: 5104.735840
	Iteration 54Q: 3 clusters Score -5754333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5754349.500000 Penalty: 5104.735840
	Iteration 55Q: 3 clusters Score -5754350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5754348.500000 Penalty: 5104.735840
	Iteration 56Q: 3 clusters Score -5754348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5754359.000000 Penalty: 5104.735840
	Iteration 57Q: 3 clusters Score -5754359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5754339.500000 Penalty: 5104.735840
	Iteration 58Q: 3 clusters Score -5754340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5754345.000000 Penalty: 5104.735840
	Iteration 59Q: 3 clusters Score -5754345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5754345.500000 Penalty: 5104.735840
	Iteration 60F: 3 clusters Score -5754346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5754322.000000 Penalty: 5104.735840
	Iteration 61Q: 3 clusters Score -5754322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5754330.000000 Penalty: 5104.735840
	Iteration 62Q: 3 clusters Score -5754330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5754345.000000 Penalty: 5104.735840
	Iteration 63Q: 3 clusters Score -5754345 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5754352.000000 Penalty: 5104.735840
	Iteration 64Q: 3 clusters Score -5754352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5754343.500000 Penalty: 5104.735840
	Iteration 65Q: 3 clusters Score -5754344 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5754329.000000 Penalty: 5104.735840
	Iteration 66Q: 3 clusters Score -5754329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5754335.000000 Penalty: 5104.735840
	Iteration 67Q: 3 clusters Score -5754335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5754339.500000 Penalty: 5104.735840
	Iteration 68Q: 3 clusters Score -5754340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5754328.500000 Penalty: 5104.735840
	Iteration 69Q: 3 clusters Score -5754328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5754329.000000 Penalty: 5104.735840
	Iteration 70Q: 3 clusters Score -5754329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5754323.000000 Penalty: 5104.735840
	Iteration 71Q: 3 clusters Score -5754323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5754319.500000 Penalty: 5104.735840
	Iteration 72Q: 3 clusters Score -5754320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5754329.500000 Penalty: 5104.735840
	Iteration 73Q: 3 clusters Score -5754330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5754324.500000 Penalty: 5104.735840
	Iteration 74Q: 3 clusters Score -5754324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5754321.000000 Penalty: 5104.735840
	Iteration 75Q: 3 clusters Score -5754321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5754319.500000 Penalty: 5104.735840
	Iteration 76Q: 3 clusters Score -5754320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5754320.000000 Penalty: 5104.735840
	Iteration 77Q: 3 clusters Score -5754320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5754315.000000 Penalty: 5104.735840
	Iteration 78Q: 3 clusters Score -5754315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5754289.500000 Penalty: 5104.735840
	Iteration 79Q: 3 clusters Score -5754290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5754277.000000 Penalty: 5104.735840
	Iteration 80F: 3 clusters Score -5754277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5754266.500000 Penalty: 5104.735840
	Iteration 81Q: 3 clusters Score -5754266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5754275.000000 Penalty: 5104.735840
	Iteration 82Q: 3 clusters Score -5754275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5754271.000000 Penalty: 5104.735840
	Iteration 83Q: 3 clusters Score -5754271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -5754271.500000 Penalty: 5104.735840
	Iteration 84Q: 3 clusters Score -5754272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5754277.000000 Penalty: 5104.735840
	Iteration 85Q: 3 clusters Score -5754277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5754274.000000 Penalty: 5104.735840
	Iteration 86Q: 3 clusters Score -5754274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5754270.000000 Penalty: 5104.735840
	Iteration 87Q: 3 clusters Score -5754270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5754264.500000 Penalty: 5104.735840
	Iteration 88Q: 3 clusters Score -5754264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5754262.500000 Penalty: 5104.735840
	Iteration 89Q: 3 clusters Score -5754262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5754261.500000 Penalty: 5104.735840
	Iteration 90Q: 3 clusters Score -5754262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5754258.000000 Penalty: 5104.735840
	Iteration 91Q: 3 clusters Score -5754258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5754252.500000 Penalty: 5104.735840
	Iteration 92Q: 3 clusters Score -5754252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5754252.500000 Penalty: 5104.735840
	Iteration 93Q: 3 clusters Score -5754252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5754268.000000 Penalty: 5104.735840
	Iteration 94Q: 3 clusters Score -5754268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5754280.000000 Penalty: 5104.735840
	Iteration 95Q: 3 clusters Score -5754280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5754281.000000 Penalty: 5104.735840
	Iteration 96Q: 3 clusters Score -5754281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5754281.500000 Penalty: 5104.735840
	Iteration 97Q: 3 clusters Score -5754282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5754266.500000 Penalty: 5104.735840
	Iteration 98Q: 3 clusters Score -5754266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5754278.500000 Penalty: 5104.735840
	Iteration 99Q: 3 clusters Score -5754278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5754281.000000 Penalty: 5104.735840
	Iteration 100F: 3 clusters Score -5754281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5754286.500000 Penalty: 5104.735840
	Iteration 101Q: 3 clusters Score -5754286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5754288.500000 Penalty: 5104.735840
	Iteration 102Q: 3 clusters Score -5754288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5754288.500000 Penalty: 5104.735840
	Iteration 103Q: 3 clusters Score -5754288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5754283.500000 Penalty: 5104.735840
	Iteration 104Q: 3 clusters Score -5754284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5754286.500000 Penalty: 5104.735840
	Iteration 105Q: 3 clusters Score -5754286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5754281.000000 Penalty: 5104.735840
	Iteration 106Q: 3 clusters Score -5754281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5754279.000000 Penalty: 5104.735840
	Iteration 107Q: 3 clusters Score -5754279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5754280.000000 Penalty: 5104.735840
	Iteration 108Q: 3 clusters Score -5754280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5754297.000000 Penalty: 5104.735840
	Iteration 109Q: 3 clusters Score -5754297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5754285.000000 Penalty: 5104.735840
	Iteration 110Q: 3 clusters Score -5754285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5754291.000000 Penalty: 5104.735840
	Iteration 111Q: 3 clusters Score -5754291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5754292.000000 Penalty: 5104.735840
	Iteration 112Q: 3 clusters Score -5754292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5754293.000000 Penalty: 5104.735840
	Iteration 113Q: 3 clusters Score -5754293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5754293.000000 Penalty: 5104.735840
	Iteration 114F: 3 clusters Score -5754293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -271881.000000 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -271881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -269557.062500 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -269557.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -270002.593750 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -270002.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -270254.812500 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -270254.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -270432.812500 Penalty: 3638.151123
	Iteration 3Q: 3 clusters Score -270432.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -270532.468750 Penalty: 3638.151123
	Iteration 4Q: 3 clusters Score -270532.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -270592.125000 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -270592.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -270651.000000 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -270651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -270710.250000 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -270710.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -270786.875000 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -270786.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -270920.656250 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -270920.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271132.812500 Penalty: 3638.151123
	Iteration 10F: 3 clusters Score -271132.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271445.218750 Penalty: 3638.151123
	Iteration 11F: 3 clusters Score -271445.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -271958.843750 Penalty: 3638.151123
	Iteration 12F: 3 clusters Score -271958.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -272763.750000 Penalty: 3638.151123
	Iteration 13F: 3 clusters Score -272763.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273406.281250 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -273406.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -273597.562500 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -273597.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -273796.750000 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -273796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -273816.718750 Penalty: 3638.151123
	Iteration 17Q: 3 clusters Score -273816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -273819.093750 Penalty: 3638.151123
	Iteration 18Q: 3 clusters Score -273819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -273819.093750 Penalty: 3638.151123
	Iteration 19F: 3 clusters Score -273819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 12509 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 18454 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 48179 members 
Mstep: Class 36 contains 986 members 
Mstep: Class 37 contains 6375 members 
Mstep: Class 38 contains 26553 members 
Mstep: Class 39 contains 174 members 
Mstep: Class 40 contains 17298 members 
Mstep: Class 41 contains 1029 members 
Mstep: Class 42 contains 15859 members 
Mstep: Class 43 contains 21664 members 
Mstep: Class 44 contains 22045 members 
Mstep: Class 45 contains 3068 members 
Mstep: Class 46 contains 100 members 
Mstep: Class 47 contains 12078 members 
Mstep: Class 48 contains 25941 members 
Mstep: Class 49 contains 15132 members 
Mstep: Class 50 contains 1027 members 
Entering Unmasked Estep 
Score: -177362576.000000 Penalty: 170336.968750
Splitting cluster 34 changes total score from -177332000.000000 to -177362576.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 35 (48179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Entering Unmasked Estep 
Score: -9046967.000000 Penalty: 2674.104248
	Iteration 0F: 2 clusters Score -9046967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -9019200.000000 Penalty: 5348.208496
	Iteration 0F: 3 clusters Score -9019200 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -9031369.000000 Penalty: 5348.208496
	Iteration 1F: 3 clusters Score -9031369 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -9031958.000000 Penalty: 5348.208496
	Iteration 2Q: 3 clusters Score -9031958 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -9032575.000000 Penalty: 5348.208496
	Iteration 3Q: 3 clusters Score -9032575 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -9033270.000000 Penalty: 5348.208496
	Iteration 4Q: 3 clusters Score -9033270 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -9034106.000000 Penalty: 5348.208496
	Iteration 5Q: 3 clusters Score -9034106 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -9035254.000000 Penalty: 5348.208496
	Iteration 6Q: 3 clusters Score -9035254 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -9036981.000000 Penalty: 5348.208496
	Iteration 7F: 3 clusters Score -9036981 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -9039163.000000 Penalty: 5348.208496
	Iteration 8F: 3 clusters Score -9039163 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -9041287.000000 Penalty: 5348.208496
	Iteration 9F: 3 clusters Score -9041287 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -9042993.000000 Penalty: 5348.208496
	Iteration 10Q: 3 clusters Score -9042993 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -9044230.000000 Penalty: 5348.208496
	Iteration 11Q: 3 clusters Score -9044230 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -9044889.000000 Penalty: 5348.208496
	Iteration 12Q: 3 clusters Score -9044889 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -9045252.000000 Penalty: 5348.208496
	Iteration 13Q: 3 clusters Score -9045252 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -9045503.000000 Penalty: 5348.208496
	Iteration 14Q: 3 clusters Score -9045503 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -9045720.000000 Penalty: 5348.208496
	Iteration 15Q: 3 clusters Score -9045720 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -9045913.000000 Penalty: 5348.208496
	Iteration 16Q: 3 clusters Score -9045913 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9046067.000000 Penalty: 5348.208496
	Iteration 17Q: 3 clusters Score -9046067 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -9046251.000000 Penalty: 5348.208496
	Iteration 18Q: 3 clusters Score -9046251 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9046482.000000 Penalty: 5348.208496
	Iteration 19Q: 3 clusters Score -9046482 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9046560.000000 Penalty: 5348.208496
	Iteration 20F: 3 clusters Score -9046560 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9046557.000000 Penalty: 5348.208496
	Iteration 21Q: 3 clusters Score -9046557 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9046411.000000 Penalty: 5348.208496
	Iteration 22Q: 3 clusters Score -9046411 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9046163.000000 Penalty: 5348.208496
	Iteration 23Q: 3 clusters Score -9046163 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9045840.000000 Penalty: 5348.208496
	Iteration 24Q: 3 clusters Score -9045840 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9045578.000000 Penalty: 5348.208496
	Iteration 25Q: 3 clusters Score -9045578 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9045375.000000 Penalty: 5348.208496
	Iteration 26Q: 3 clusters Score -9045375 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9045252.000000 Penalty: 5348.208496
	Iteration 27Q: 3 clusters Score -9045252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9045147.000000 Penalty: 5348.208496
	Iteration 28Q: 3 clusters Score -9045147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9045124.000000 Penalty: 5348.208496
	Iteration 29Q: 3 clusters Score -9045124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9045123.000000 Penalty: 5348.208496
	Iteration 30Q: 3 clusters Score -9045123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9045089.000000 Penalty: 5348.208496
	Iteration 31Q: 3 clusters Score -9045089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9045074.000000 Penalty: 5348.208496
	Iteration 32Q: 3 clusters Score -9045074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9045063.000000 Penalty: 5348.208496
	Iteration 33Q: 3 clusters Score -9045063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9045066.000000 Penalty: 5348.208496
	Iteration 34Q: 3 clusters Score -9045066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9045069.000000 Penalty: 5348.208496
	Iteration 35Q: 3 clusters Score -9045069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9045063.000000 Penalty: 5348.208496
	Iteration 36Q: 3 clusters Score -9045063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9045070.000000 Penalty: 5348.208496
	Iteration 37Q: 3 clusters Score -9045070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9045060.000000 Penalty: 5348.208496
	Iteration 38Q: 3 clusters Score -9045060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9045063.000000 Penalty: 5348.208496
	Iteration 39Q: 3 clusters Score -9045063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9045065.000000 Penalty: 5348.208496
	Iteration 40F: 3 clusters Score -9045065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9045061.000000 Penalty: 5348.208496
	Iteration 41Q: 3 clusters Score -9045061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9045068.000000 Penalty: 5348.208496
	Iteration 42Q: 3 clusters Score -9045068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9045066.000000 Penalty: 5348.208496
	Iteration 43Q: 3 clusters Score -9045066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9045064.000000 Penalty: 5348.208496
	Iteration 44Q: 3 clusters Score -9045064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9045070.000000 Penalty: 5348.208496
	Iteration 45Q: 3 clusters Score -9045070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9045056.000000 Penalty: 5348.208496
	Iteration 46Q: 3 clusters Score -9045056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9045069.000000 Penalty: 5348.208496
	Iteration 47Q: 3 clusters Score -9045069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9045065.000000 Penalty: 5348.208496
	Iteration 48Q: 3 clusters Score -9045065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9045065.000000 Penalty: 5348.208496
	Iteration 49F: 3 clusters Score -9045065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29501 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 28222 members 
Mstep: Class 6 contains 3939 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 26601 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 671 members 
Mstep: Class 11 contains 28507 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 12210 members 
Mstep: Class 14 contains 30251 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 27811 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 30341 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29397 members 
Mstep: Class 21 contains 32197 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 33123 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 31860 members 
Mstep: Class 27 contains 434 members 
Mstep: Class 28 contains 30327 members 
Mstep: Class 29 contains 23098 members 
Mstep: Class 30 contains 12509 members 
Mstep: Class 31 contains 45684 members 
Mstep: Class 32 contains 18454 members 
Mstep: Class 33 contains 29490 members 
Mstep: Class 34 contains 506 members 
Mstep: Class 35 contains 48179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177382864.000000 Penalty: 170336.968750
Iteration 79Q: 51 clusters Score -1.773829e+08 nChanged 37474
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29731 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 28563 members 
Mstep: Class 6 contains 4232 members 
Mstep: Class 7 contains 751 members 
Mstep: Class 8 contains 26589 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 10 contains 673 members 
Mstep: Class 11 contains 27660 members 
Mstep: Class 12 contains 19135 members 
Mstep: Class 13 contains 14269 members 
Mstep: Class 14 contains 30414 members 
Mstep: Class 15 contains 28332 members 
Mstep: Class 16 contains 27724 members 
Mstep: Class 17 contains 12667 members 
Mstep: Class 18 contains 30484 members 
Mstep: Class 19 contains 229 members 
Mstep: Class 20 contains 29462 members 
Mstep: Class 21 contains 32548 members 
Mstep: Class 22 contains 48446 members 
Mstep: Class 23 contains 33644 members 
Mstep: Class 24 contains 1919 members 
Mstep: Class 25 contains 47553 members 
Mstep: Class 26 contains 31567 members 
Mstep: Class 27 contains 461 members 
Mstep: Class 28 contains 30645 members 
Mstep: Class 29 contains 24410 members 
Mstep: Class 30 contains 14311 members 
Mstep: Class 31 contains 45659 members 
Mstep: Class 32 contains 18068 members 
Mstep: Class 33 contains 29924 members 
Mstep: Class 34 contains 507 members 
Mstep: Class 35 contains 48086 members 
Mstep: Class 36 contains 983 members 
Mstep: Class 37 contains 6291 members 
Mstep: Class 38 contains 25320 members 
Mstep: Class 39 contains 181 members 
Mstep: Class 40 contains 16280 members 
Mstep: Class 41 contains 1027 members 
Mstep: Class 42 contains 15656 members 
Mstep: Class 43 contains 20476 members 
Mstep: Class 44 contains 20892 members 
Mstep: Class 45 contains 2995 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 11825 members 
Mstep: Class 48 contains 24056 members 
Mstep: Class 49 contains 13867 members 
Mstep: Class 50 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177395776.000000 Penalty: 170336.968750
Iteration 80F: 51 clusters Score -1.773958e+08 nChanged 40165
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 29297 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 28971 members 
Mstep: Class 5 contains 28320 members 
Mstep: Class 6 contains 4420 members 
Mstep: Class 7 contains 741 members 
Mstep: Class 8 contains 26500 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26548 members 
Mstep: Class 12 contains 19497 members 
Mstep: Class 13 contains 16100 members 
Mstep: Class 14 contains 29806 members 
Mstep: Class 15 contains 27958 members 
Mstep: Class 16 contains 27245 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 29680 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 20 contains 29426 members 
Mstep: Class 21 contains 32485 members 
Mstep: Class 22 contains 49572 members 
Mstep: Class 23 contains 31043 members 
Mstep: Class 24 contains 1912 members 
Mstep: Class 25 contains 47172 members 
Mstep: Class 26 contains 28111 members 
Mstep: Class 27 contains 462 members 
Mstep: Class 28 contains 29583 members 
Mstep: Class 29 contains 24495 members 
Mstep: Class 30 contains 14920 members 
Mstep: Class 31 contains 44891 members 
Mstep: Class 32 contains 17201 members 
Mstep: Class 33 contains 29131 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 47481 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 6824 members 
Mstep: Class 38 contains 26676 members 
Mstep: Class 39 contains 182 members 
Mstep: Class 40 contains 17741 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 16985 members 
Mstep: Class 43 contains 22002 members 
Mstep: Class 44 contains 21533 members 
Mstep: Class 45 contains 3527 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 13705 members 
Mstep: Class 48 contains 25055 members 
Mstep: Class 49 contains 14886 members 
Mstep: Class 50 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177401360.000000 Penalty: 170336.968750
Iteration 81Q: 51 clusters Score -1.774014e+08 nChanged 29112
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29012 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 28364 members 
Mstep: Class 6 contains 4607 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 26258 members 
Mstep: Class 9 contains 12765 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26670 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 17602 members 
Mstep: Class 14 contains 29426 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 26473 members 
Mstep: Class 17 contains 13045 members 
Mstep: Class 18 contains 28949 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 29305 members 
Mstep: Class 21 contains 32927 members 
Mstep: Class 22 contains 49195 members 
Mstep: Class 23 contains 29880 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 47376 members 
Mstep: Class 26 contains 26392 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 28845 members 
Mstep: Class 29 contains 24640 members 
Mstep: Class 30 contains 15583 members 
Mstep: Class 31 contains 44282 members 
Mstep: Class 32 contains 16532 members 
Mstep: Class 33 contains 28353 members 
Mstep: Class 34 contains 510 members 
Mstep: Class 35 contains 47609 members 
Mstep: Class 36 contains 1088 members 
Mstep: Class 37 contains 7090 members 
Mstep: Class 38 contains 27081 members 
Mstep: Class 39 contains 177 members 
Mstep: Class 40 contains 18176 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 17924 members 
Mstep: Class 43 contains 22911 members 
Mstep: Class 44 contains 21819 members 
Mstep: Class 45 contains 3743 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 15256 members 
Mstep: Class 48 contains 25185 members 
Mstep: Class 49 contains 15272 members 
Mstep: Class 50 contains 1037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177405536.000000 Penalty: 170336.968750
Iteration 82Q: 51 clusters Score -1.774055e+08 nChanged 24172
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 28068 members 
Mstep: Class 5 contains 28543 members 
Mstep: Class 6 contains 4800 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 26081 members 
Mstep: Class 9 contains 12776 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26885 members 
Mstep: Class 12 contains 19591 members 
Mstep: Class 13 contains 18861 members 
Mstep: Class 14 contains 29203 members 
Mstep: Class 15 contains 27588 members 
Mstep: Class 16 contains 25824 members 
Mstep: Class 17 contains 13261 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 210 members 
Mstep: Class 20 contains 29237 members 
Mstep: Class 21 contains 33491 members 
Mstep: Class 22 contains 48444 members 
Mstep: Class 23 contains 29163 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 47522 members 
Mstep: Class 26 contains 25271 members 
Mstep: Class 27 contains 464 members 
Mstep: Class 28 contains 28369 members 
Mstep: Class 29 contains 24830 members 
Mstep: Class 30 contains 16148 members 
Mstep: Class 31 contains 43370 members 
Mstep: Class 32 contains 15985 members 
Mstep: Class 33 contains 27840 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 47631 members 
Mstep: Class 36 contains 1093 members 
Mstep: Class 37 contains 7284 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 172 members 
Mstep: Class 40 contains 18287 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 18708 members 
Mstep: Class 43 contains 23614 members 
Mstep: Class 44 contains 22099 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 16626 members 
Mstep: Class 48 contains 25079 members 
Mstep: Class 49 contains 15361 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177408816.000000 Penalty: 170336.968750
Iteration 83Q: 51 clusters Score -1.774088e+08 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28881 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 27755 members 
Mstep: Class 5 contains 28823 members 
Mstep: Class 6 contains 4969 members 
Mstep: Class 7 contains 732 members 
Mstep: Class 8 contains 25955 members 
Mstep: Class 9 contains 12816 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26950 members 
Mstep: Class 12 contains 19893 members 
Mstep: Class 13 contains 19891 members 
Mstep: Class 14 contains 29010 members 
Mstep: Class 15 contains 27386 members 
Mstep: Class 16 contains 25251 members 
Mstep: Class 17 contains 13468 members 
Mstep: Class 18 contains 28254 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 29233 members 
Mstep: Class 21 contains 34104 members 
Mstep: Class 22 contains 47777 members 
Mstep: Class 23 contains 28613 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 47495 members 
Mstep: Class 26 contains 24464 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 28020 members 
Mstep: Class 29 contains 24952 members 
Mstep: Class 30 contains 16526 members 
Mstep: Class 31 contains 42185 members 
Mstep: Class 32 contains 15498 members 
Mstep: Class 33 contains 27574 members 
Mstep: Class 34 contains 513 members 
Mstep: Class 35 contains 47443 members 
Mstep: Class 36 contains 1096 members 
Mstep: Class 37 contains 7422 members 
Mstep: Class 38 contains 27173 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 18355 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 19370 members 
Mstep: Class 43 contains 24238 members 
Mstep: Class 44 contains 22370 members 
Mstep: Class 45 contains 3950 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 17671 members 
Mstep: Class 48 contains 25082 members 
Mstep: Class 49 contains 15410 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177412256.000000 Penalty: 170336.968750
Iteration 84Q: 51 clusters Score -1.774123e+08 nChanged 19559
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28886 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 27554 members 
Mstep: Class 5 contains 29053 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 25887 members 
Mstep: Class 9 contains 12791 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26931 members 
Mstep: Class 12 contains 20448 members 
Mstep: Class 13 contains 20642 members 
Mstep: Class 14 contains 28834 members 
Mstep: Class 15 contains 27146 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 13680 members 
Mstep: Class 18 contains 28154 members 
Mstep: Class 19 contains 207 members 
Mstep: Class 20 contains 29230 members 
Mstep: Class 21 contains 34686 members 
Mstep: Class 22 contains 47304 members 
Mstep: Class 23 contains 28132 members 
Mstep: Class 24 contains 2035 members 
Mstep: Class 25 contains 47346 members 
Mstep: Class 26 contains 23721 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 27770 members 
Mstep: Class 29 contains 24958 members 
Mstep: Class 30 contains 16854 members 
Mstep: Class 31 contains 40819 members 
Mstep: Class 32 contains 15108 members 
Mstep: Class 33 contains 27496 members 
Mstep: Class 34 contains 515 members 
Mstep: Class 35 contains 47139 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 7521 members 
Mstep: Class 38 contains 27213 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18363 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 19899 members 
Mstep: Class 43 contains 24845 members 
Mstep: Class 44 contains 22604 members 
Mstep: Class 45 contains 3995 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 18574 members 
Mstep: Class 48 contains 25199 members 
Mstep: Class 49 contains 15477 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177414128.000000 Penalty: 170336.968750
Iteration 85Q: 51 clusters Score -1.774141e+08 nChanged 18148
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28922 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 27360 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 5230 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 25797 members 
Mstep: Class 9 contains 12753 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26866 members 
Mstep: Class 12 contains 21036 members 
Mstep: Class 13 contains 21224 members 
Mstep: Class 14 contains 28731 members 
Mstep: Class 15 contains 26925 members 
Mstep: Class 16 contains 24578 members 
Mstep: Class 17 contains 13871 members 
Mstep: Class 18 contains 28099 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29158 members 
Mstep: Class 21 contains 35149 members 
Mstep: Class 22 contains 47038 members 
Mstep: Class 23 contains 27845 members 
Mstep: Class 24 contains 2049 members 
Mstep: Class 25 contains 47190 members 
Mstep: Class 26 contains 22961 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 27587 members 
Mstep: Class 29 contains 24995 members 
Mstep: Class 30 contains 17155 members 
Mstep: Class 31 contains 39316 members 
Mstep: Class 32 contains 14770 members 
Mstep: Class 33 contains 27586 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46758 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 7579 members 
Mstep: Class 38 contains 27218 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18301 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 20416 members 
Mstep: Class 43 contains 25389 members 
Mstep: Class 44 contains 22842 members 
Mstep: Class 45 contains 4025 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 19360 members 
Mstep: Class 48 contains 25362 members 
Mstep: Class 49 contains 15446 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177416368.000000 Penalty: 170336.968750
Iteration 86Q: 51 clusters Score -1.774164e+08 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29011 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 5 contains 29593 members 
Mstep: Class 6 contains 5323 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 25733 members 
Mstep: Class 9 contains 12709 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26775 members 
Mstep: Class 12 contains 21670 members 
Mstep: Class 13 contains 21657 members 
Mstep: Class 14 contains 28611 members 
Mstep: Class 15 contains 26649 members 
Mstep: Class 16 contains 24444 members 
Mstep: Class 17 contains 14043 members 
Mstep: Class 18 contains 28049 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29062 members 
Mstep: Class 21 contains 35482 members 
Mstep: Class 22 contains 46941 members 
Mstep: Class 23 contains 27579 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 47117 members 
Mstep: Class 26 contains 22146 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 27450 members 
Mstep: Class 29 contains 25050 members 
Mstep: Class 30 contains 17536 members 
Mstep: Class 31 contains 37710 members 
Mstep: Class 32 contains 14458 members 
Mstep: Class 33 contains 27610 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46527 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 27246 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18230 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 20944 members 
Mstep: Class 43 contains 25871 members 
Mstep: Class 44 contains 23148 members 
Mstep: Class 45 contains 4042 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 20079 members 
Mstep: Class 48 contains 25543 members 
Mstep: Class 49 contains 15337 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177418944.000000 Penalty: 170336.968750
Iteration 87Q: 51 clusters Score -1.774189e+08 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 29056 members 
Mstep: Class 3 contains 1273 members 
Mstep: Class 4 contains 27035 members 
Mstep: Class 5 contains 29821 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 25682 members 
Mstep: Class 9 contains 12668 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26701 members 
Mstep: Class 12 contains 22303 members 
Mstep: Class 13 contains 21966 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 26410 members 
Mstep: Class 16 contains 24330 members 
Mstep: Class 17 contains 14224 members 
Mstep: Class 18 contains 28064 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28960 members 
Mstep: Class 21 contains 35722 members 
Mstep: Class 22 contains 46855 members 
Mstep: Class 23 contains 27288 members 
Mstep: Class 24 contains 2064 members 
Mstep: Class 25 contains 47003 members 
Mstep: Class 26 contains 21323 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 27368 members 
Mstep: Class 29 contains 25164 members 
Mstep: Class 30 contains 17987 members 
Mstep: Class 31 contains 36247 members 
Mstep: Class 32 contains 14185 members 
Mstep: Class 33 contains 27638 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46359 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7630 members 
Mstep: Class 38 contains 27274 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18061 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 21456 members 
Mstep: Class 43 contains 26244 members 
Mstep: Class 44 contains 23396 members 
Mstep: Class 45 contains 4055 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 20783 members 
Mstep: Class 48 contains 25733 members 
Mstep: Class 49 contains 15229 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177420432.000000 Penalty: 170336.968750
Iteration 88Q: 51 clusters Score -1.774204e+08 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29061 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 26884 members 
Mstep: Class 5 contains 30080 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 25656 members 
Mstep: Class 9 contains 12654 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26740 members 
Mstep: Class 12 contains 22947 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 26146 members 
Mstep: Class 16 contains 24367 members 
Mstep: Class 17 contains 14396 members 
Mstep: Class 18 contains 28113 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28841 members 
Mstep: Class 21 contains 35864 members 
Mstep: Class 22 contains 46777 members 
Mstep: Class 23 contains 27080 members 
Mstep: Class 24 contains 2066 members 
Mstep: Class 25 contains 46867 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 27287 members 
Mstep: Class 29 contains 25278 members 
Mstep: Class 30 contains 18420 members 
Mstep: Class 31 contains 34828 members 
Mstep: Class 32 contains 13912 members 
Mstep: Class 33 contains 27682 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46229 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 27311 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17914 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 21930 members 
Mstep: Class 43 contains 26546 members 
Mstep: Class 44 contains 23643 members 
Mstep: Class 45 contains 4081 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 21391 members 
Mstep: Class 48 contains 25852 members 
Mstep: Class 49 contains 15090 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177422144.000000 Penalty: 170336.968750
Iteration 89Q: 51 clusters Score -1.774221e+08 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 29032 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 26742 members 
Mstep: Class 5 contains 30394 members 
Mstep: Class 6 contains 5583 members 
Mstep: Class 7 contains 725 members 
Mstep: Class 8 contains 25599 members 
Mstep: Class 9 contains 12671 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26808 members 
Mstep: Class 12 contains 23566 members 
Mstep: Class 13 contains 22283 members 
Mstep: Class 14 contains 28147 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 24483 members 
Mstep: Class 17 contains 14566 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28717 members 
Mstep: Class 21 contains 35955 members 
Mstep: Class 22 contains 46634 members 
Mstep: Class 23 contains 26866 members 
Mstep: Class 24 contains 2068 members 
Mstep: Class 25 contains 46721 members 
Mstep: Class 26 contains 19988 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 27243 members 
Mstep: Class 29 contains 25426 members 
Mstep: Class 30 contains 18836 members 
Mstep: Class 31 contains 33483 members 
Mstep: Class 32 contains 13631 members 
Mstep: Class 33 contains 27671 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46127 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7670 members 
Mstep: Class 38 contains 27313 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17760 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 22476 members 
Mstep: Class 43 contains 26887 members 
Mstep: Class 44 contains 23935 members 
Mstep: Class 45 contains 4092 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 21926 members 
Mstep: Class 48 contains 25914 members 
Mstep: Class 49 contains 14916 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177423440.000000 Penalty: 170336.968750
Iteration 90Q: 51 clusters Score -1.774234e+08 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28988 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 26651 members 
Mstep: Class 5 contains 30714 members 
Mstep: Class 6 contains 5653 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 25549 members 
Mstep: Class 9 contains 12660 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26752 members 
Mstep: Class 12 contains 24201 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 27991 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 14703 members 
Mstep: Class 18 contains 28338 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28587 members 
Mstep: Class 21 contains 35987 members 
Mstep: Class 22 contains 46532 members 
Mstep: Class 23 contains 26671 members 
Mstep: Class 24 contains 2074 members 
Mstep: Class 25 contains 46583 members 
Mstep: Class 26 contains 19478 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 27176 members 
Mstep: Class 29 contains 25572 members 
Mstep: Class 30 contains 19212 members 
Mstep: Class 31 contains 32290 members 
Mstep: Class 32 contains 13425 members 
Mstep: Class 33 contains 27654 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 46014 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 7689 members 
Mstep: Class 38 contains 27293 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17592 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 23074 members 
Mstep: Class 43 contains 27197 members 
Mstep: Class 44 contains 24206 members 
Mstep: Class 45 contains 4090 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 22353 members 
Mstep: Class 48 contains 25967 members 
Mstep: Class 49 contains 14731 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177425136.000000 Penalty: 170336.968750
Iteration 91Q: 51 clusters Score -1.774251e+08 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 26564 members 
Mstep: Class 5 contains 31013 members 
Mstep: Class 6 contains 5724 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25485 members 
Mstep: Class 9 contains 12685 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26744 members 
Mstep: Class 12 contains 24636 members 
Mstep: Class 13 contains 22437 members 
Mstep: Class 14 contains 27898 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 16 contains 24696 members 
Mstep: Class 17 contains 14857 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28458 members 
Mstep: Class 21 contains 35979 members 
Mstep: Class 22 contains 46471 members 
Mstep: Class 23 contains 26480 members 
Mstep: Class 24 contains 2082 members 
Mstep: Class 25 contains 46482 members 
Mstep: Class 26 contains 19049 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 27039 members 
Mstep: Class 29 contains 25725 members 
Mstep: Class 30 contains 19611 members 
Mstep: Class 31 contains 31288 members 
Mstep: Class 32 contains 13234 members 
Mstep: Class 33 contains 27609 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45945 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 7697 members 
Mstep: Class 38 contains 27211 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17429 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 23835 members 
Mstep: Class 43 contains 27487 members 
Mstep: Class 44 contains 24484 members 
Mstep: Class 45 contains 4093 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 22713 members 
Mstep: Class 48 contains 25971 members 
Mstep: Class 49 contains 14458 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177426272.000000 Penalty: 170336.968750
Iteration 92Q: 51 clusters Score -1.774263e+08 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28808 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 26449 members 
Mstep: Class 5 contains 31322 members 
Mstep: Class 6 contains 5777 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25403 members 
Mstep: Class 9 contains 12679 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26726 members 
Mstep: Class 12 contains 24937 members 
Mstep: Class 13 contains 22539 members 
Mstep: Class 14 contains 27839 members 
Mstep: Class 15 contains 25048 members 
Mstep: Class 16 contains 24801 members 
Mstep: Class 17 contains 14995 members 
Mstep: Class 18 contains 28478 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28314 members 
Mstep: Class 21 contains 35914 members 
Mstep: Class 22 contains 46366 members 
Mstep: Class 23 contains 26315 members 
Mstep: Class 24 contains 2087 members 
Mstep: Class 25 contains 46370 members 
Mstep: Class 26 contains 18729 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 26967 members 
Mstep: Class 29 contains 25828 members 
Mstep: Class 30 contains 19942 members 
Mstep: Class 31 contains 30346 members 
Mstep: Class 32 contains 13045 members 
Mstep: Class 33 contains 27615 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45892 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 7708 members 
Mstep: Class 38 contains 27177 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17266 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 24695 members 
Mstep: Class 43 contains 27685 members 
Mstep: Class 44 contains 24826 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 23049 members 
Mstep: Class 48 contains 25962 members 
Mstep: Class 49 contains 14197 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177429008.000000 Penalty: 170336.968750
Iteration 93Q: 51 clusters Score -1.77429e+08 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 26314 members 
Mstep: Class 5 contains 31611 members 
Mstep: Class 6 contains 5824 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 9 contains 12650 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26694 members 
Mstep: Class 12 contains 25190 members 
Mstep: Class 13 contains 22651 members 
Mstep: Class 14 contains 27781 members 
Mstep: Class 15 contains 24836 members 
Mstep: Class 16 contains 24847 members 
Mstep: Class 17 contains 15149 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28157 members 
Mstep: Class 21 contains 35830 members 
Mstep: Class 22 contains 46279 members 
Mstep: Class 23 contains 26138 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 46263 members 
Mstep: Class 26 contains 18500 members 
Mstep: Class 27 contains 469 members 
Mstep: Class 28 contains 26875 members 
Mstep: Class 29 contains 25895 members 
Mstep: Class 30 contains 20253 members 
Mstep: Class 31 contains 29608 members 
Mstep: Class 32 contains 12833 members 
Mstep: Class 33 contains 27573 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45814 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 7720 members 
Mstep: Class 38 contains 27170 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17119 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 25474 members 
Mstep: Class 43 contains 27854 members 
Mstep: Class 44 contains 25228 members 
Mstep: Class 45 contains 4089 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 23403 members 
Mstep: Class 48 contains 25905 members 
Mstep: Class 49 contains 13983 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177429920.000000 Penalty: 170336.968750
Iteration 94Q: 51 clusters Score -1.774299e+08 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28626 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 26219 members 
Mstep: Class 5 contains 31883 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 12664 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26710 members 
Mstep: Class 12 contains 25423 members 
Mstep: Class 13 contains 22773 members 
Mstep: Class 14 contains 27705 members 
Mstep: Class 15 contains 24638 members 
Mstep: Class 16 contains 24860 members 
Mstep: Class 17 contains 15322 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27985 members 
Mstep: Class 21 contains 35670 members 
Mstep: Class 22 contains 46163 members 
Mstep: Class 23 contains 26057 members 
Mstep: Class 24 contains 2091 members 
Mstep: Class 25 contains 46230 members 
Mstep: Class 26 contains 18266 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 26776 members 
Mstep: Class 29 contains 25895 members 
Mstep: Class 30 contains 20539 members 
Mstep: Class 31 contains 28917 members 
Mstep: Class 32 contains 12671 members 
Mstep: Class 33 contains 27549 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45719 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 7720 members 
Mstep: Class 38 contains 27209 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17011 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 26108 members 
Mstep: Class 43 contains 27996 members 
Mstep: Class 44 contains 25596 members 
Mstep: Class 45 contains 4087 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 23759 members 
Mstep: Class 48 contains 25858 members 
Mstep: Class 49 contains 13791 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177430352.000000 Penalty: 170336.968750
Iteration 95Q: 51 clusters Score -1.774304e+08 nChanged 12267
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28488 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 32133 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25225 members 
Mstep: Class 9 contains 12672 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26733 members 
Mstep: Class 12 contains 25649 members 
Mstep: Class 13 contains 22894 members 
Mstep: Class 14 contains 27647 members 
Mstep: Class 15 contains 24433 members 
Mstep: Class 16 contains 24860 members 
Mstep: Class 17 contains 15489 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27791 members 
Mstep: Class 21 contains 35477 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 25997 members 
Mstep: Class 24 contains 2088 members 
Mstep: Class 25 contains 46168 members 
Mstep: Class 26 contains 18057 members 
Mstep: Class 27 contains 466 members 
Mstep: Class 28 contains 26715 members 
Mstep: Class 29 contains 25864 members 
Mstep: Class 30 contains 20770 members 
Mstep: Class 31 contains 28315 members 
Mstep: Class 32 contains 12521 members 
Mstep: Class 33 contains 27570 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45697 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7724 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16965 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 26589 members 
Mstep: Class 43 contains 28116 members 
Mstep: Class 44 contains 25952 members 
Mstep: Class 45 contains 4088 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 24122 members 
Mstep: Class 48 contains 25796 members 
Mstep: Class 49 contains 13655 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177431600.000000 Penalty: 170336.968750
Iteration 96Q: 51 clusters Score -1.774316e+08 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28416 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 32351 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25150 members 
Mstep: Class 9 contains 12663 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26742 members 
Mstep: Class 12 contains 25830 members 
Mstep: Class 13 contains 23019 members 
Mstep: Class 14 contains 27560 members 
Mstep: Class 15 contains 24227 members 
Mstep: Class 16 contains 24847 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 28523 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27627 members 
Mstep: Class 21 contains 35246 members 
Mstep: Class 22 contains 46071 members 
Mstep: Class 23 contains 25986 members 
Mstep: Class 24 contains 2090 members 
Mstep: Class 25 contains 46171 members 
Mstep: Class 26 contains 17861 members 
Mstep: Class 27 contains 465 members 
Mstep: Class 28 contains 26653 members 
Mstep: Class 29 contains 25844 members 
Mstep: Class 30 contains 20996 members 
Mstep: Class 31 contains 27790 members 
Mstep: Class 32 contains 12391 members 
Mstep: Class 33 contains 27537 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45643 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7723 members 
Mstep: Class 38 contains 27320 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16922 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 26966 members 
Mstep: Class 43 contains 28219 members 
Mstep: Class 44 contains 26393 members 
Mstep: Class 45 contains 4079 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 24415 members 
Mstep: Class 48 contains 25725 members 
Mstep: Class 49 contains 13542 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177432208.000000 Penalty: 170336.968750
Iteration 97Q: 51 clusters Score -1.774322e+08 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28311 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 25979 members 
Mstep: Class 5 contains 32572 members 
Mstep: Class 6 contains 6000 members 
Mstep: Class 7 contains 721 members 
Mstep: Class 8 contains 25079 members 
Mstep: Class 9 contains 12659 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26757 members 
Mstep: Class 12 contains 26076 members 
Mstep: Class 13 contains 23162 members 
Mstep: Class 14 contains 27462 members 
Mstep: Class 15 contains 24016 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 15768 members 
Mstep: Class 18 contains 28506 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27476 members 
Mstep: Class 21 contains 35077 members 
Mstep: Class 22 contains 46042 members 
Mstep: Class 23 contains 25983 members 
Mstep: Class 24 contains 2092 members 
Mstep: Class 25 contains 46155 members 
Mstep: Class 26 contains 17692 members 
Mstep: Class 27 contains 464 members 
Mstep: Class 28 contains 26608 members 
Mstep: Class 29 contains 25762 members 
Mstep: Class 30 contains 21219 members 
Mstep: Class 31 contains 27394 members 
Mstep: Class 32 contains 12298 members 
Mstep: Class 33 contains 27523 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45545 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7720 members 
Mstep: Class 38 contains 27386 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16872 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 27276 members 
Mstep: Class 43 contains 28282 members 
Mstep: Class 44 contains 26779 members 
Mstep: Class 45 contains 4070 members 
Mstep: Class 46 contains 109 members 
Mstep: Class 47 contains 24676 members 
Mstep: Class 48 contains 25646 members 
Mstep: Class 49 contains 13418 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177433712.000000 Penalty: 170336.968750
Iteration 98Q: 51 clusters Score -1.774337e+08 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28236 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 25952 members 
Mstep: Class 5 contains 32736 members 
Mstep: Class 6 contains 6038 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 24976 members 
Mstep: Class 9 contains 12680 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26744 members 
Mstep: Class 12 contains 26342 members 
Mstep: Class 13 contains 23239 members 
Mstep: Class 14 contains 27332 members 
Mstep: Class 15 contains 23797 members 
Mstep: Class 16 contains 24793 members 
Mstep: Class 17 contains 15904 members 
Mstep: Class 18 contains 28498 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27281 members 
Mstep: Class 21 contains 34894 members 
Mstep: Class 22 contains 46056 members 
Mstep: Class 23 contains 25956 members 
Mstep: Class 24 contains 2095 members 
Mstep: Class 25 contains 46149 members 
Mstep: Class 26 contains 17531 members 
Mstep: Class 27 contains 463 members 
Mstep: Class 28 contains 26572 members 
Mstep: Class 29 contains 25643 members 
Mstep: Class 30 contains 21409 members 
Mstep: Class 31 contains 27093 members 
Mstep: Class 32 contains 12232 members 
Mstep: Class 33 contains 27517 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45526 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7716 members 
Mstep: Class 38 contains 27424 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16821 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 27555 members 
Mstep: Class 43 contains 28323 members 
Mstep: Class 44 contains 27200 members 
Mstep: Class 45 contains 4071 members 
Mstep: Class 46 contains 110 members 
Mstep: Class 47 contains 24899 members 
Mstep: Class 48 contains 25655 members 
Mstep: Class 49 contains 13284 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177434704.000000 Penalty: 170336.968750
Iteration 99Q: 51 clusters Score -1.774347e+08 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28153 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 25975 members 
Mstep: Class 5 contains 32853 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24908 members 
Mstep: Class 9 contains 12722 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26728 members 
Mstep: Class 12 contains 26587 members 
Mstep: Class 13 contains 23299 members 
Mstep: Class 14 contains 27238 members 
Mstep: Class 15 contains 23630 members 
Mstep: Class 16 contains 24714 members 
Mstep: Class 17 contains 16097 members 
Mstep: Class 18 contains 28437 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27093 members 
Mstep: Class 21 contains 34727 members 
Mstep: Class 22 contains 46058 members 
Mstep: Class 23 contains 25936 members 
Mstep: Class 24 contains 2098 members 
Mstep: Class 25 contains 46086 members 
Mstep: Class 26 contains 17396 members 
Mstep: Class 27 contains 465 members 
Mstep: Class 28 contains 26556 members 
Mstep: Class 29 contains 25553 members 
Mstep: Class 30 contains 21616 members 
Mstep: Class 31 contains 26823 members 
Mstep: Class 32 contains 12129 members 
Mstep: Class 33 contains 27495 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45590 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7715 members 
Mstep: Class 38 contains 27445 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16790 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 27868 members 
Mstep: Class 43 contains 28395 members 
Mstep: Class 44 contains 27528 members 
Mstep: Class 45 contains 4070 members 
Mstep: Class 46 contains 110 members 
Mstep: Class 47 contains 24986 members 
Mstep: Class 48 contains 25629 members 
Mstep: Class 49 contains 13168 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177434624.000000 Penalty: 170336.968750
Iteration 100F: 51 clusters Score -1.774346e+08 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 1272 members 
Mstep: Class 4 contains 25957 members 
Mstep: Class 5 contains 32955 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 12752 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26677 members 
Mstep: Class 12 contains 26845 members 
Mstep: Class 13 contains 23415 members 
Mstep: Class 14 contains 27187 members 
Mstep: Class 15 contains 23473 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 16276 members 
Mstep: Class 18 contains 28384 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26959 members 
Mstep: Class 21 contains 34598 members 
Mstep: Class 22 contains 45973 members 
Mstep: Class 23 contains 26020 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 46069 members 
Mstep: Class 26 contains 17259 members 
Mstep: Class 27 contains 466 members 
Mstep: Class 28 contains 26495 members 
Mstep: Class 29 contains 25477 members 
Mstep: Class 30 contains 21773 members 
Mstep: Class 31 contains 26638 members 
Mstep: Class 32 contains 12066 members 
Mstep: Class 33 contains 27396 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45589 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7713 members 
Mstep: Class 38 contains 27483 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16762 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28124 members 
Mstep: Class 43 contains 28491 members 
Mstep: Class 44 contains 27775 members 
Mstep: Class 45 contains 4076 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25119 members 
Mstep: Class 48 contains 25588 members 
Mstep: Class 49 contains 13020 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177436000.000000 Penalty: 170336.968750
Iteration 101Q: 51 clusters Score -1.77436e+08 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28061 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 33069 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24824 members 
Mstep: Class 9 contains 12800 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26630 members 
Mstep: Class 12 contains 27099 members 
Mstep: Class 13 contains 23579 members 
Mstep: Class 14 contains 27118 members 
Mstep: Class 15 contains 23329 members 
Mstep: Class 16 contains 24457 members 
Mstep: Class 17 contains 16440 members 
Mstep: Class 18 contains 28338 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26781 members 
Mstep: Class 21 contains 34462 members 
Mstep: Class 22 contains 45932 members 
Mstep: Class 23 contains 26169 members 
Mstep: Class 24 contains 2103 members 
Mstep: Class 25 contains 46007 members 
Mstep: Class 26 contains 17199 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 26430 members 
Mstep: Class 29 contains 25360 members 
Mstep: Class 30 contains 21941 members 
Mstep: Class 31 contains 26567 members 
Mstep: Class 32 contains 12009 members 
Mstep: Class 33 contains 27315 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45590 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7716 members 
Mstep: Class 38 contains 27526 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16751 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28263 members 
Mstep: Class 43 contains 28553 members 
Mstep: Class 44 contains 28024 members 
Mstep: Class 45 contains 4081 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25254 members 
Mstep: Class 48 contains 25487 members 
Mstep: Class 49 contains 12886 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177435824.000000 Penalty: 170336.968750
Iteration 102Q: 51 clusters Score -1.774358e+08 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27986 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25822 members 
Mstep: Class 5 contains 33194 members 
Mstep: Class 6 contains 6183 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 24793 members 
Mstep: Class 9 contains 12846 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26613 members 
Mstep: Class 12 contains 27310 members 
Mstep: Class 13 contains 23776 members 
Mstep: Class 14 contains 27046 members 
Mstep: Class 15 contains 23183 members 
Mstep: Class 16 contains 24283 members 
Mstep: Class 17 contains 16564 members 
Mstep: Class 18 contains 28311 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26602 members 
Mstep: Class 21 contains 34382 members 
Mstep: Class 22 contains 45879 members 
Mstep: Class 23 contains 26257 members 
Mstep: Class 24 contains 2102 members 
Mstep: Class 25 contains 45960 members 
Mstep: Class 26 contains 17136 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 26369 members 
Mstep: Class 29 contains 25279 members 
Mstep: Class 30 contains 22095 members 
Mstep: Class 31 contains 26559 members 
Mstep: Class 32 contains 11934 members 
Mstep: Class 33 contains 27212 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45585 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7712 members 
Mstep: Class 38 contains 27556 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16751 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28467 members 
Mstep: Class 43 contains 28575 members 
Mstep: Class 44 contains 28194 members 
Mstep: Class 45 contains 4077 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25358 members 
Mstep: Class 48 contains 25424 members 
Mstep: Class 49 contains 12795 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177436320.000000 Penalty: 170336.968750
Iteration 103Q: 51 clusters Score -1.774363e+08 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27861 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25834 members 
Mstep: Class 5 contains 33271 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 24804 members 
Mstep: Class 9 contains 12898 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26576 members 
Mstep: Class 12 contains 27515 members 
Mstep: Class 13 contains 24021 members 
Mstep: Class 14 contains 26955 members 
Mstep: Class 15 contains 23044 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 16664 members 
Mstep: Class 18 contains 28260 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26451 members 
Mstep: Class 21 contains 34308 members 
Mstep: Class 22 contains 45816 members 
Mstep: Class 23 contains 26399 members 
Mstep: Class 24 contains 2108 members 
Mstep: Class 25 contains 45920 members 
Mstep: Class 26 contains 17112 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 26330 members 
Mstep: Class 29 contains 25196 members 
Mstep: Class 30 contains 22234 members 
Mstep: Class 31 contains 26531 members 
Mstep: Class 32 contains 11858 members 
Mstep: Class 33 contains 27149 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45612 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7707 members 
Mstep: Class 38 contains 27537 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16762 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28590 members 
Mstep: Class 43 contains 28554 members 
Mstep: Class 44 contains 28380 members 
Mstep: Class 45 contains 4076 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25520 members 
Mstep: Class 48 contains 25337 members 
Mstep: Class 49 contains 12691 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177436768.000000 Penalty: 170336.968750
Iteration 104Q: 51 clusters Score -1.774368e+08 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27768 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25808 members 
Mstep: Class 5 contains 33319 members 
Mstep: Class 6 contains 6268 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 24795 members 
Mstep: Class 9 contains 12940 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26570 members 
Mstep: Class 12 contains 27671 members 
Mstep: Class 13 contains 24329 members 
Mstep: Class 14 contains 26876 members 
Mstep: Class 15 contains 22900 members 
Mstep: Class 16 contains 23839 members 
Mstep: Class 17 contains 16791 members 
Mstep: Class 18 contains 28215 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26268 members 
Mstep: Class 21 contains 34288 members 
Mstep: Class 22 contains 45808 members 
Mstep: Class 23 contains 26545 members 
Mstep: Class 24 contains 2108 members 
Mstep: Class 25 contains 45892 members 
Mstep: Class 26 contains 17060 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 26293 members 
Mstep: Class 29 contains 25165 members 
Mstep: Class 30 contains 22424 members 
Mstep: Class 31 contains 26541 members 
Mstep: Class 32 contains 11835 members 
Mstep: Class 33 contains 27040 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45592 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7703 members 
Mstep: Class 38 contains 27518 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16755 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28702 members 
Mstep: Class 43 contains 28465 members 
Mstep: Class 44 contains 28484 members 
Mstep: Class 45 contains 4079 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25616 members 
Mstep: Class 48 contains 25258 members 
Mstep: Class 49 contains 12639 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177437472.000000 Penalty: 170336.968750
Iteration 105Q: 51 clusters Score -1.774375e+08 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27696 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 25790 members 
Mstep: Class 5 contains 33316 members 
Mstep: Class 6 contains 6294 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24795 members 
Mstep: Class 9 contains 12988 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26550 members 
Mstep: Class 12 contains 27779 members 
Mstep: Class 13 contains 24599 members 
Mstep: Class 14 contains 26815 members 
Mstep: Class 15 contains 22775 members 
Mstep: Class 16 contains 23642 members 
Mstep: Class 17 contains 16907 members 
Mstep: Class 18 contains 28146 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26038 members 
Mstep: Class 21 contains 34260 members 
Mstep: Class 22 contains 45759 members 
Mstep: Class 23 contains 26695 members 
Mstep: Class 24 contains 2107 members 
Mstep: Class 25 contains 45899 members 
Mstep: Class 26 contains 17020 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 26258 members 
Mstep: Class 29 contains 25118 members 
Mstep: Class 30 contains 22579 members 
Mstep: Class 31 contains 26613 members 
Mstep: Class 32 contains 11794 members 
Mstep: Class 33 contains 26969 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45581 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 27512 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16788 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28767 members 
Mstep: Class 43 contains 28351 members 
Mstep: Class 44 contains 28584 members 
Mstep: Class 45 contains 4071 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25795 members 
Mstep: Class 48 contains 25237 members 
Mstep: Class 49 contains 12583 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177438096.000000 Penalty: 170336.968750
Iteration 106Q: 51 clusters Score -1.774381e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27604 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 25733 members 
Mstep: Class 5 contains 33298 members 
Mstep: Class 6 contains 6331 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24791 members 
Mstep: Class 9 contains 13054 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26569 members 
Mstep: Class 12 contains 27835 members 
Mstep: Class 13 contains 24772 members 
Mstep: Class 14 contains 26720 members 
Mstep: Class 15 contains 22665 members 
Mstep: Class 16 contains 23418 members 
Mstep: Class 17 contains 17002 members 
Mstep: Class 18 contains 28123 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25804 members 
Mstep: Class 21 contains 34265 members 
Mstep: Class 22 contains 45716 members 
Mstep: Class 23 contains 26855 members 
Mstep: Class 24 contains 2109 members 
Mstep: Class 25 contains 45911 members 
Mstep: Class 26 contains 17023 members 
Mstep: Class 27 contains 469 members 
Mstep: Class 28 contains 26214 members 
Mstep: Class 29 contains 25119 members 
Mstep: Class 30 contains 22702 members 
Mstep: Class 31 contains 26720 members 
Mstep: Class 32 contains 11776 members 
Mstep: Class 33 contains 26900 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45600 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7700 members 
Mstep: Class 38 contains 27423 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16817 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 28887 members 
Mstep: Class 43 contains 28290 members 
Mstep: Class 44 contains 28704 members 
Mstep: Class 45 contains 4062 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 25956 members 
Mstep: Class 48 contains 25169 members 
Mstep: Class 49 contains 12530 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177438976.000000 Penalty: 170336.968750
Iteration 107Q: 51 clusters Score -1.77439e+08 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27504 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 25719 members 
Mstep: Class 5 contains 33234 members 
Mstep: Class 6 contains 6370 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 13092 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26582 members 
Mstep: Class 12 contains 27878 members 
Mstep: Class 13 contains 24945 members 
Mstep: Class 14 contains 26665 members 
Mstep: Class 15 contains 22581 members 
Mstep: Class 16 contains 23206 members 
Mstep: Class 17 contains 17080 members 
Mstep: Class 18 contains 28090 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25587 members 
Mstep: Class 21 contains 34306 members 
Mstep: Class 22 contains 45685 members 
Mstep: Class 23 contains 27024 members 
Mstep: Class 24 contains 2112 members 
Mstep: Class 25 contains 45875 members 
Mstep: Class 26 contains 17000 members 
Mstep: Class 27 contains 470 members 
Mstep: Class 28 contains 26149 members 
Mstep: Class 29 contains 25132 members 
Mstep: Class 30 contains 22804 members 
Mstep: Class 31 contains 26811 members 
Mstep: Class 32 contains 11773 members 
Mstep: Class 33 contains 26849 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45616 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7697 members 
Mstep: Class 38 contains 27362 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16853 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29025 members 
Mstep: Class 43 contains 28244 members 
Mstep: Class 44 contains 28769 members 
Mstep: Class 45 contains 4064 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26112 members 
Mstep: Class 48 contains 25115 members 
Mstep: Class 49 contains 12489 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177439024.000000 Penalty: 170336.968750
Iteration 108Q: 51 clusters Score -1.77439e+08 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27417 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25708 members 
Mstep: Class 5 contains 33157 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24746 members 
Mstep: Class 9 contains 13087 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26585 members 
Mstep: Class 12 contains 27980 members 
Mstep: Class 13 contains 25093 members 
Mstep: Class 14 contains 26623 members 
Mstep: Class 15 contains 22494 members 
Mstep: Class 16 contains 22993 members 
Mstep: Class 17 contains 17170 members 
Mstep: Class 18 contains 28028 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25435 members 
Mstep: Class 21 contains 34332 members 
Mstep: Class 22 contains 45637 members 
Mstep: Class 23 contains 27144 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 45818 members 
Mstep: Class 26 contains 16967 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 26115 members 
Mstep: Class 29 contains 25141 members 
Mstep: Class 30 contains 22932 members 
Mstep: Class 31 contains 26914 members 
Mstep: Class 32 contains 11794 members 
Mstep: Class 33 contains 26798 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45628 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7695 members 
Mstep: Class 38 contains 27308 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16905 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29120 members 
Mstep: Class 43 contains 28185 members 
Mstep: Class 44 contains 28886 members 
Mstep: Class 45 contains 4065 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26267 members 
Mstep: Class 48 contains 25051 members 
Mstep: Class 49 contains 12432 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177439968.000000 Penalty: 170336.968750
Iteration 109Q: 51 clusters Score -1.7744e+08 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27308 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25703 members 
Mstep: Class 5 contains 33033 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24735 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26557 members 
Mstep: Class 12 contains 28048 members 
Mstep: Class 13 contains 25237 members 
Mstep: Class 14 contains 26579 members 
Mstep: Class 15 contains 22407 members 
Mstep: Class 16 contains 22818 members 
Mstep: Class 17 contains 17255 members 
Mstep: Class 18 contains 27977 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25285 members 
Mstep: Class 21 contains 34424 members 
Mstep: Class 22 contains 45589 members 
Mstep: Class 23 contains 27267 members 
Mstep: Class 24 contains 2118 members 
Mstep: Class 25 contains 45803 members 
Mstep: Class 26 contains 16933 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 26071 members 
Mstep: Class 29 contains 25160 members 
Mstep: Class 30 contains 23048 members 
Mstep: Class 31 contains 26999 members 
Mstep: Class 32 contains 11808 members 
Mstep: Class 33 contains 26742 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45647 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 7688 members 
Mstep: Class 38 contains 27231 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16962 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29251 members 
Mstep: Class 43 contains 28115 members 
Mstep: Class 44 contains 28975 members 
Mstep: Class 45 contains 4071 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26417 members 
Mstep: Class 48 contains 24964 members 
Mstep: Class 49 contains 12378 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440912.000000 Penalty: 170336.968750
Iteration 110Q: 51 clusters Score -1.774409e+08 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25732 members 
Mstep: Class 5 contains 32920 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24717 members 
Mstep: Class 9 contains 13144 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26532 members 
Mstep: Class 12 contains 28147 members 
Mstep: Class 13 contains 25346 members 
Mstep: Class 14 contains 26528 members 
Mstep: Class 15 contains 22340 members 
Mstep: Class 16 contains 22622 members 
Mstep: Class 17 contains 17314 members 
Mstep: Class 18 contains 27942 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25133 members 
Mstep: Class 21 contains 34479 members 
Mstep: Class 22 contains 45534 members 
Mstep: Class 23 contains 27375 members 
Mstep: Class 24 contains 2119 members 
Mstep: Class 25 contains 45811 members 
Mstep: Class 26 contains 16887 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 26024 members 
Mstep: Class 29 contains 25114 members 
Mstep: Class 30 contains 23180 members 
Mstep: Class 31 contains 27050 members 
Mstep: Class 32 contains 11826 members 
Mstep: Class 33 contains 26707 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45606 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7684 members 
Mstep: Class 38 contains 27213 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16972 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29343 members 
Mstep: Class 43 contains 28049 members 
Mstep: Class 44 contains 29078 members 
Mstep: Class 45 contains 4075 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26576 members 
Mstep: Class 48 contains 24950 members 
Mstep: Class 49 contains 12333 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441008.000000 Penalty: 170336.968750
Iteration 111Q: 51 clusters Score -1.77441e+08 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27209 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25730 members 
Mstep: Class 5 contains 32799 members 
Mstep: Class 6 contains 6550 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24724 members 
Mstep: Class 9 contains 13165 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26537 members 
Mstep: Class 12 contains 28276 members 
Mstep: Class 13 contains 25440 members 
Mstep: Class 14 contains 26511 members 
Mstep: Class 15 contains 22253 members 
Mstep: Class 16 contains 22455 members 
Mstep: Class 17 contains 17373 members 
Mstep: Class 18 contains 27919 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25010 members 
Mstep: Class 21 contains 34499 members 
Mstep: Class 22 contains 45490 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2117 members 
Mstep: Class 25 contains 45815 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 25980 members 
Mstep: Class 29 contains 25107 members 
Mstep: Class 30 contains 23288 members 
Mstep: Class 31 contains 27088 members 
Mstep: Class 32 contains 11882 members 
Mstep: Class 33 contains 26633 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45589 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7680 members 
Mstep: Class 38 contains 27169 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16977 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29399 members 
Mstep: Class 43 contains 27959 members 
Mstep: Class 44 contains 29158 members 
Mstep: Class 45 contains 4082 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26741 members 
Mstep: Class 48 contains 24937 members 
Mstep: Class 49 contains 12262 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441216.000000 Penalty: 170336.968750
Iteration 112Q: 51 clusters Score -1.774412e+08 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27140 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25765 members 
Mstep: Class 5 contains 32668 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 13184 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26549 members 
Mstep: Class 12 contains 28411 members 
Mstep: Class 13 contains 25553 members 
Mstep: Class 14 contains 26493 members 
Mstep: Class 15 contains 22202 members 
Mstep: Class 16 contains 22258 members 
Mstep: Class 17 contains 17431 members 
Mstep: Class 18 contains 27870 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24886 members 
Mstep: Class 21 contains 34569 members 
Mstep: Class 22 contains 45435 members 
Mstep: Class 23 contains 27512 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 45788 members 
Mstep: Class 26 contains 16861 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 25921 members 
Mstep: Class 29 contains 25133 members 
Mstep: Class 30 contains 23341 members 
Mstep: Class 31 contains 27180 members 
Mstep: Class 32 contains 11908 members 
Mstep: Class 33 contains 26598 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45546 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7675 members 
Mstep: Class 38 contains 27140 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16990 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29452 members 
Mstep: Class 43 contains 27844 members 
Mstep: Class 44 contains 29254 members 
Mstep: Class 45 contains 4081 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 26921 members 
Mstep: Class 48 contains 24941 members 
Mstep: Class 49 contains 12197 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177440784.000000 Penalty: 170336.968750
Iteration 113Q: 51 clusters Score -1.774408e+08 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27117 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25813 members 
Mstep: Class 5 contains 32469 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24737 members 
Mstep: Class 9 contains 13206 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26554 members 
Mstep: Class 12 contains 28507 members 
Mstep: Class 13 contains 25661 members 
Mstep: Class 14 contains 26460 members 
Mstep: Class 15 contains 22153 members 
Mstep: Class 16 contains 22081 members 
Mstep: Class 17 contains 17481 members 
Mstep: Class 18 contains 27813 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24739 members 
Mstep: Class 21 contains 34690 members 
Mstep: Class 22 contains 45380 members 
Mstep: Class 23 contains 27520 members 
Mstep: Class 24 contains 2116 members 
Mstep: Class 25 contains 45756 members 
Mstep: Class 26 contains 16854 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 25894 members 
Mstep: Class 29 contains 25208 members 
Mstep: Class 30 contains 23400 members 
Mstep: Class 31 contains 27246 members 
Mstep: Class 32 contains 11938 members 
Mstep: Class 33 contains 26588 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45481 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7669 members 
Mstep: Class 38 contains 27127 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16997 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29483 members 
Mstep: Class 43 contains 27760 members 
Mstep: Class 44 contains 29333 members 
Mstep: Class 45 contains 4080 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27123 members 
Mstep: Class 48 contains 24918 members 
Mstep: Class 49 contains 12144 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441632.000000 Penalty: 170336.968750
Iteration 114Q: 51 clusters Score -1.774416e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27104 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 25812 members 
Mstep: Class 5 contains 32258 members 
Mstep: Class 6 contains 6710 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24703 members 
Mstep: Class 9 contains 13229 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26592 members 
Mstep: Class 12 contains 28599 members 
Mstep: Class 13 contains 25761 members 
Mstep: Class 14 contains 26418 members 
Mstep: Class 15 contains 22108 members 
Mstep: Class 16 contains 21898 members 
Mstep: Class 17 contains 17526 members 
Mstep: Class 18 contains 27778 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24573 members 
Mstep: Class 21 contains 34856 members 
Mstep: Class 22 contains 45312 members 
Mstep: Class 23 contains 27510 members 
Mstep: Class 24 contains 2115 members 
Mstep: Class 25 contains 45753 members 
Mstep: Class 26 contains 16857 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 25839 members 
Mstep: Class 29 contains 25302 members 
Mstep: Class 30 contains 23432 members 
Mstep: Class 31 contains 27362 members 
Mstep: Class 32 contains 11936 members 
Mstep: Class 33 contains 26543 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45497 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7662 members 
Mstep: Class 38 contains 27109 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16999 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29507 members 
Mstep: Class 43 contains 27650 members 
Mstep: Class 44 contains 29436 members 
Mstep: Class 45 contains 4082 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27289 members 
Mstep: Class 48 contains 24933 members 
Mstep: Class 49 contains 12107 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441984.000000 Penalty: 170336.968750
Iteration 115Q: 51 clusters Score -1.77442e+08 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27105 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25806 members 
Mstep: Class 5 contains 32038 members 
Mstep: Class 6 contains 6765 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24708 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26579 members 
Mstep: Class 12 contains 28687 members 
Mstep: Class 13 contains 25809 members 
Mstep: Class 14 contains 26378 members 
Mstep: Class 15 contains 22061 members 
Mstep: Class 16 contains 21694 members 
Mstep: Class 17 contains 17579 members 
Mstep: Class 18 contains 27718 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24421 members 
Mstep: Class 21 contains 35074 members 
Mstep: Class 22 contains 45274 members 
Mstep: Class 23 contains 27476 members 
Mstep: Class 24 contains 2119 members 
Mstep: Class 25 contains 45732 members 
Mstep: Class 26 contains 16858 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 25806 members 
Mstep: Class 29 contains 25368 members 
Mstep: Class 30 contains 23468 members 
Mstep: Class 31 contains 27440 members 
Mstep: Class 32 contains 11915 members 
Mstep: Class 33 contains 26552 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45463 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 7658 members 
Mstep: Class 38 contains 27089 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17028 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29552 members 
Mstep: Class 43 contains 27537 members 
Mstep: Class 44 contains 29535 members 
Mstep: Class 45 contains 4083 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27473 members 
Mstep: Class 48 contains 24981 members 
Mstep: Class 49 contains 12057 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441696.000000 Penalty: 170336.968750
Iteration 116Q: 51 clusters Score -1.774417e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27104 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25807 members 
Mstep: Class 5 contains 31822 members 
Mstep: Class 6 contains 6810 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24710 members 
Mstep: Class 9 contains 13309 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26545 members 
Mstep: Class 12 contains 28749 members 
Mstep: Class 13 contains 25820 members 
Mstep: Class 14 contains 26355 members 
Mstep: Class 15 contains 21996 members 
Mstep: Class 16 contains 21484 members 
Mstep: Class 17 contains 17625 members 
Mstep: Class 18 contains 27673 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24253 members 
Mstep: Class 21 contains 35313 members 
Mstep: Class 22 contains 45247 members 
Mstep: Class 23 contains 27440 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 45697 members 
Mstep: Class 26 contains 16867 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25773 members 
Mstep: Class 29 contains 25448 members 
Mstep: Class 30 contains 23496 members 
Mstep: Class 31 contains 27539 members 
Mstep: Class 32 contains 11905 members 
Mstep: Class 33 contains 26515 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45513 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7653 members 
Mstep: Class 38 contains 27078 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17054 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29610 members 
Mstep: Class 43 contains 27472 members 
Mstep: Class 44 contains 29579 members 
Mstep: Class 45 contains 4079 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27665 members 
Mstep: Class 48 contains 25007 members 
Mstep: Class 49 contains 12022 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441584.000000 Penalty: 170336.968750
Iteration 117Q: 51 clusters Score -1.774416e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27102 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25828 members 
Mstep: Class 5 contains 31576 members 
Mstep: Class 6 contains 6857 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24728 members 
Mstep: Class 9 contains 13345 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26508 members 
Mstep: Class 12 contains 28820 members 
Mstep: Class 13 contains 25850 members 
Mstep: Class 14 contains 26315 members 
Mstep: Class 15 contains 21925 members 
Mstep: Class 16 contains 21293 members 
Mstep: Class 17 contains 17664 members 
Mstep: Class 18 contains 27599 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24112 members 
Mstep: Class 21 contains 35576 members 
Mstep: Class 22 contains 45203 members 
Mstep: Class 23 contains 27452 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 45689 members 
Mstep: Class 26 contains 16869 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25757 members 
Mstep: Class 29 contains 25479 members 
Mstep: Class 30 contains 23545 members 
Mstep: Class 31 contains 27603 members 
Mstep: Class 32 contains 11898 members 
Mstep: Class 33 contains 26498 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45558 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 27053 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17077 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29695 members 
Mstep: Class 43 contains 27421 members 
Mstep: Class 44 contains 29584 members 
Mstep: Class 45 contains 4076 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27830 members 
Mstep: Class 48 contains 24999 members 
Mstep: Class 49 contains 12004 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177441280.000000 Penalty: 170336.968750
Iteration 118Q: 51 clusters Score -1.774413e+08 nChanged 6609
Entering ConstructFrom: 
Score: -177441280.000000 Penalty: 170336.968750
Entering ConstructFrom: 
Trying to split cluster 1 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -150057.781250 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -150057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -148242.265625 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -148242.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -148465.203125 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -148465.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -148538.812500 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -148538.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -148572.671875 Penalty: 3321.729004
	Iteration 3Q: 3 clusters Score -148572.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -148601.562500 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -148601.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -148633.937500 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -148633.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -148654.296875 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -148654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -148667.875000 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -148667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148676.593750 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -148676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148678.718750 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -148678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -148678.718750 Penalty: 3321.729004
	Iteration 10F: 3 clusters Score -148678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Entering Unmasked Estep 
Score: -5211009.500000 Penalty: 2531.654541
	Iteration 0F: 2 clusters Score -5211010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5192749.000000 Penalty: 5063.309082
	Iteration 0F: 3 clusters Score -5192749 nChanged 12086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5199121.000000 Penalty: 5063.309082
	Iteration 1F: 3 clusters Score -5199121 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5199675.500000 Penalty: 5063.309082
	Iteration 2F: 3 clusters Score -5199676 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5200133.500000 Penalty: 5063.309082
	Iteration 3Q: 3 clusters Score -5200134 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -5200595.500000 Penalty: 5063.309082
	Iteration 4Q: 3 clusters Score -5200596 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -5201013.000000 Penalty: 5063.309082
	Iteration 5Q: 3 clusters Score -5201013 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5201415.500000 Penalty: 5063.309082
	Iteration 6Q: 3 clusters Score -5201416 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -5201819.000000 Penalty: 5063.309082
	Iteration 7Q: 3 clusters Score -5201819 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5202231.500000 Penalty: 5063.309082
	Iteration 8Q: 3 clusters Score -5202232 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -5202674.000000 Penalty: 5063.309082
	Iteration 9Q: 3 clusters Score -5202674 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -5203133.000000 Penalty: 5063.309082
	Iteration 10Q: 3 clusters Score -5203133 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -5203655.000000 Penalty: 5063.309082
	Iteration 11Q: 3 clusters Score -5203655 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5204259.500000 Penalty: 5063.309082
	Iteration 12Q: 3 clusters Score -5204260 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -5204779.000000 Penalty: 5063.309082
	Iteration 13Q: 3 clusters Score -5204779 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5205165.000000 Penalty: 5063.309082
	Iteration 14Q: 3 clusters Score -5205165 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5205447.500000 Penalty: 5063.309082
	Iteration 15Q: 3 clusters Score -5205448 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5205664.500000 Penalty: 5063.309082
	Iteration 16Q: 3 clusters Score -5205664 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -5205825.500000 Penalty: 5063.309082
	Iteration 17Q: 3 clusters Score -5205826 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5206032.500000 Penalty: 5063.309082
	Iteration 18Q: 3 clusters Score -5206032 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5206200.500000 Penalty: 5063.309082
	Iteration 19Q: 3 clusters Score -5206200 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -5206363.000000 Penalty: 5063.309082
	Iteration 20F: 3 clusters Score -5206363 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5206496.500000 Penalty: 5063.309082
	Iteration 21Q: 3 clusters Score -5206496 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5206619.000000 Penalty: 5063.309082
	Iteration 22Q: 3 clusters Score -5206619 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5206749.000000 Penalty: 5063.309082
	Iteration 23Q: 3 clusters Score -5206749 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5206916.000000 Penalty: 5063.309082
	Iteration 24Q: 3 clusters Score -5206916 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5207098.000000 Penalty: 5063.309082
	Iteration 25Q: 3 clusters Score -5207098 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -5207277.500000 Penalty: 5063.309082
	Iteration 26Q: 3 clusters Score -5207278 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5207461.000000 Penalty: 5063.309082
	Iteration 27Q: 3 clusters Score -5207461 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5207633.500000 Penalty: 5063.309082
	Iteration 28Q: 3 clusters Score -5207634 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5207799.500000 Penalty: 5063.309082
	Iteration 29Q: 3 clusters Score -5207800 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5207952.000000 Penalty: 5063.309082
	Iteration 30Q: 3 clusters Score -5207952 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -5208102.000000 Penalty: 5063.309082
	Iteration 31Q: 3 clusters Score -5208102 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5208247.000000 Penalty: 5063.309082
	Iteration 32Q: 3 clusters Score -5208247 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -5208353.000000 Penalty: 5063.309082
	Iteration 33Q: 3 clusters Score -5208353 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -5208426.000000 Penalty: 5063.309082
	Iteration 34Q: 3 clusters Score -5208426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5208481.500000 Penalty: 5063.309082
	Iteration 35Q: 3 clusters Score -5208482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5208513.000000 Penalty: 5063.309082
	Iteration 36Q: 3 clusters Score -5208513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -5208571.500000 Penalty: 5063.309082
	Iteration 37Q: 3 clusters Score -5208572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -5208613.500000 Penalty: 5063.309082
	Iteration 38Q: 3 clusters Score -5208614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5208651.500000 Penalty: 5063.309082
	Iteration 39Q: 3 clusters Score -5208652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -5208674.500000 Penalty: 5063.309082
	Iteration 40F: 3 clusters Score -5208674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5208711.500000 Penalty: 5063.309082
	Iteration 41Q: 3 clusters Score -5208712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5208745.000000 Penalty: 5063.309082
	Iteration 42Q: 3 clusters Score -5208745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5208769.500000 Penalty: 5063.309082
	Iteration 43Q: 3 clusters Score -5208770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5208790.500000 Penalty: 5063.309082
	Iteration 44Q: 3 clusters Score -5208790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -5208825.500000 Penalty: 5063.309082
	Iteration 45Q: 3 clusters Score -5208826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5208833.000000 Penalty: 5063.309082
	Iteration 46Q: 3 clusters Score -5208833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -5208851.500000 Penalty: 5063.309082
	Iteration 47Q: 3 clusters Score -5208852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5208871.000000 Penalty: 5063.309082
	Iteration 48Q: 3 clusters Score -5208871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -5208867.500000 Penalty: 5063.309082
	Iteration 49Q: 3 clusters Score -5208868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5208876.000000 Penalty: 5063.309082
	Iteration 50Q: 3 clusters Score -5208876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5208878.000000 Penalty: 5063.309082
	Iteration 51Q: 3 clusters Score -5208878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5208880.000000 Penalty: 5063.309082
	Iteration 52Q: 3 clusters Score -5208880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5208889.500000 Penalty: 5063.309082
	Iteration 53Q: 3 clusters Score -5208890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -5208893.500000 Penalty: 5063.309082
	Iteration 54Q: 3 clusters Score -5208894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5208904.000000 Penalty: 5063.309082
	Iteration 55Q: 3 clusters Score -5208904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5208905.000000 Penalty: 5063.309082
	Iteration 56Q: 3 clusters Score -5208905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -5208912.500000 Penalty: 5063.309082
	Iteration 57Q: 3 clusters Score -5208912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -5208918.000000 Penalty: 5063.309082
	Iteration 58Q: 3 clusters Score -5208918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -5208918.500000 Penalty: 5063.309082
	Iteration 59Q: 3 clusters Score -5208918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5208913.500000 Penalty: 5063.309082
	Iteration 60F: 3 clusters Score -5208914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5208917.000000 Penalty: 5063.309082
	Iteration 61Q: 3 clusters Score -5208917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5208921.000000 Penalty: 5063.309082
	Iteration 62Q: 3 clusters Score -5208921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5208921.000000 Penalty: 5063.309082
	Iteration 63Q: 3 clusters Score -5208921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5208924.000000 Penalty: 5063.309082
	Iteration 64Q: 3 clusters Score -5208924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5208924.000000 Penalty: 5063.309082
	Iteration 65F: 3 clusters Score -5208924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -229264.609375 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -229264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -227191.125000 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -227191.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -227537.281250 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -227537.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -227650.937500 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -227650.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -227711.609375 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -227711.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -227768.812500 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -227768.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -227806.203125 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -227806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -227828.375000 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -227828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -227839.640625 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -227839.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -227850.859375 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -227850.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -227856.531250 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -227856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -227863.046875 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -227863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -227867.875000 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -227867.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -227875.031250 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -227875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -227876.859375 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -227876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -227877.968750 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -227878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -227878.640625 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -227878.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -227880.015625 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -227880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -227880.015625 Penalty: 3544.799072
	Iteration 17F: 3 clusters Score -227880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Entering Unmasked Estep 
Score: -4813542.500000 Penalty: 2519.456543
	Iteration 0F: 2 clusters Score -4813542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4796022.000000 Penalty: 5038.913086
	Iteration 0F: 3 clusters Score -4796022 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -4802236.500000 Penalty: 5038.913086
	Iteration 1F: 3 clusters Score -4802236 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4802698.500000 Penalty: 5038.913086
	Iteration 2F: 3 clusters Score -4802698 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4803184.000000 Penalty: 5038.913086
	Iteration 3Q: 3 clusters Score -4803184 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -4803698.500000 Penalty: 5038.913086
	Iteration 4Q: 3 clusters Score -4803698 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4804265.000000 Penalty: 5038.913086
	Iteration 5Q: 3 clusters Score -4804265 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4805007.500000 Penalty: 5038.913086
	Iteration 6F: 3 clusters Score -4805008 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -4805977.000000 Penalty: 5038.913086
	Iteration 7F: 3 clusters Score -4805977 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -4807089.500000 Penalty: 5038.913086
	Iteration 8F: 3 clusters Score -4807090 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4808171.000000 Penalty: 5038.913086
	Iteration 9F: 3 clusters Score -4808171 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4808885.500000 Penalty: 5038.913086
	Iteration 10Q: 3 clusters Score -4808886 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4809220.000000 Penalty: 5038.913086
	Iteration 11Q: 3 clusters Score -4809220 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4809405.000000 Penalty: 5038.913086
	Iteration 12Q: 3 clusters Score -4809405 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4809518.500000 Penalty: 5038.913086
	Iteration 13Q: 3 clusters Score -4809518 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4809611.500000 Penalty: 5038.913086
	Iteration 14Q: 3 clusters Score -4809612 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4809708 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4809788.500000 Penalty: 5038.913086
	Iteration 16Q: 3 clusters Score -4809788 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4809836.500000 Penalty: 5038.913086
	Iteration 17Q: 3 clusters Score -4809836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4809881.500000 Penalty: 5038.913086
	Iteration 18Q: 3 clusters Score -4809882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4809937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4809973.000000 Penalty: 5038.913086
	Iteration 20F: 3 clusters Score -4809973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4809988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4809994.500000 Penalty: 5038.913086
	Iteration 22Q: 3 clusters Score -4809994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4810019.500000 Penalty: 5038.913086
	Iteration 23Q: 3 clusters Score -4810020 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4810049.000000 Penalty: 5038.913086
	Iteration 24Q: 3 clusters Score -4810049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4810067 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4810096.000000 Penalty: 5038.913086
	Iteration 26Q: 3 clusters Score -4810096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4810131.000000 Penalty: 5038.913086
	Iteration 27Q: 3 clusters Score -4810131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4810160.500000 Penalty: 5038.913086
	Iteration 28Q: 3 clusters Score -4810160 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4810192.500000 Penalty: 5038.913086
	Iteration 29Q: 3 clusters Score -4810192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -4810226.500000 Penalty: 5038.913086
	Iteration 30Q: 3 clusters Score -4810226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -4810259.500000 Penalty: 5038.913086
	Iteration 31Q: 3 clusters Score -4810260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4810298.000000 Penalty: 5038.913086
	Iteration 32Q: 3 clusters Score -4810298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4810329.000000 Penalty: 5038.913086
	Iteration 33Q: 3 clusters Score -4810329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4810356.500000 Penalty: 5038.913086
	Iteration 34Q: 3 clusters Score -4810356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4810388.000000 Penalty: 5038.913086
	Iteration 35Q: 3 clusters Score -4810388 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -4810398.000000 Penalty: 5038.913086
	Iteration 36Q: 3 clusters Score -4810398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -4810422.500000 Penalty: 5038.913086
	Iteration 37Q: 3 clusters Score -4810422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4810451.000000 Penalty: 5038.913086
	Iteration 38Q: 3 clusters Score -4810451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4810465.500000 Penalty: 5038.913086
	Iteration 39Q: 3 clusters Score -4810466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4810489.500000 Penalty: 5038.913086
	Iteration 40F: 3 clusters Score -4810490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4810498.000000 Penalty: 5038.913086
	Iteration 41Q: 3 clusters Score -4810498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4810542.000000 Penalty: 5038.913086
	Iteration 42Q: 3 clusters Score -4810542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4810558.000000 Penalty: 5038.913086
	Iteration 43Q: 3 clusters Score -4810558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4810562.000000 Penalty: 5038.913086
	Iteration 44Q: 3 clusters Score -4810562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4810572.500000 Penalty: 5038.913086
	Iteration 45Q: 3 clusters Score -4810572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4810586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4810600.000000 Penalty: 5038.913086
	Iteration 47Q: 3 clusters Score -4810600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -4810609.000000 Penalty: 5038.913086
	Iteration 48Q: 3 clusters Score -4810609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4810630.500000 Penalty: 5038.913086
	Iteration 49Q: 3 clusters Score -4810630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4810653.000000 Penalty: 5038.913086
	Iteration 50Q: 3 clusters Score -4810653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4810677.000000 Penalty: 5038.913086
	Iteration 51Q: 3 clusters Score -4810677 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4810699.000000 Penalty: 5038.913086
	Iteration 52Q: 3 clusters Score -4810699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4810715.000000 Penalty: 5038.913086
	Iteration 53Q: 3 clusters Score -4810715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4810730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4810740.500000 Penalty: 5038.913086
	Iteration 55Q: 3 clusters Score -4810740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4810767.500000 Penalty: 5038.913086
	Iteration 56Q: 3 clusters Score -4810768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4810781.500000 Penalty: 5038.913086
	Iteration 57Q: 3 clusters Score -4810782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -4810788.000000 Penalty: 5038.913086
	Iteration 58Q: 3 clusters Score -4810788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4810793.500000 Penalty: 5038.913086
	Iteration 59Q: 3 clusters Score -4810794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4810807.000000 Penalty: 5038.913086
	Iteration 60F: 3 clusters Score -4810807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4810819.000000 Penalty: 5038.913086
	Iteration 61Q: 3 clusters Score -4810819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4810820.500000 Penalty: 5038.913086
	Iteration 62Q: 3 clusters Score -4810820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4810830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4810839.500000 Penalty: 5038.913086
	Iteration 64Q: 3 clusters Score -4810840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4810848.000000 Penalty: 5038.913086
	Iteration 65Q: 3 clusters Score -4810848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4810856.000000 Penalty: 5038.913086
	Iteration 66Q: 3 clusters Score -4810856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -4810861.000000 Penalty: 5038.913086
	Iteration 67Q: 3 clusters Score -4810861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4810873.000000 Penalty: 5038.913086
	Iteration 68Q: 3 clusters Score -4810873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4810882.000000 Penalty: 5038.913086
	Iteration 69Q: 3 clusters Score -4810882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4810888.000000 Penalty: 5038.913086
	Iteration 70Q: 3 clusters Score -4810888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4810884.500000 Penalty: 5038.913086
	Iteration 71Q: 3 clusters Score -4810884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4810894.500000 Penalty: 5038.913086
	Iteration 72Q: 3 clusters Score -4810894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4810897.500000 Penalty: 5038.913086
	Iteration 73Q: 3 clusters Score -4810898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -4810893.000000 Penalty: 5038.913086
	Iteration 74Q: 3 clusters Score -4810893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4810904.000000 Penalty: 5038.913086
	Iteration 75Q: 3 clusters Score -4810904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4810907.000000 Penalty: 5038.913086
	Iteration 76Q: 3 clusters Score -4810907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -4810916.500000 Penalty: 5038.913086
	Iteration 77Q: 3 clusters Score -4810916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -4810929.500000 Penalty: 5038.913086
	Iteration 78Q: 3 clusters Score -4810930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4810937.000000 Penalty: 5038.913086
	Iteration 79Q: 3 clusters Score -4810937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4810952.000000 Penalty: 5038.913086
	Iteration 80F: 3 clusters Score -4810952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4810960.500000 Penalty: 5038.913086
	Iteration 81Q: 3 clusters Score -4810960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4810971.000000 Penalty: 5038.913086
	Iteration 82Q: 3 clusters Score -4810971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4810982.000000 Penalty: 5038.913086
	Iteration 83Q: 3 clusters Score -4810982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4810999.000000 Penalty: 5038.913086
	Iteration 84Q: 3 clusters Score -4810999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4811014.000000 Penalty: 5038.913086
	Iteration 85Q: 3 clusters Score -4811014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4811035.500000 Penalty: 5038.913086
	Iteration 86Q: 3 clusters Score -4811036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -4811046.000000 Penalty: 5038.913086
	Iteration 87Q: 3 clusters Score -4811046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4811078.500000 Penalty: 5038.913086
	Iteration 88Q: 3 clusters Score -4811078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4811105.000000 Penalty: 5038.913086
	Iteration 89Q: 3 clusters Score -4811105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4811135.500000 Penalty: 5038.913086
	Iteration 90Q: 3 clusters Score -4811136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -4811155.500000 Penalty: 5038.913086
	Iteration 91Q: 3 clusters Score -4811156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4811177.000000 Penalty: 5038.913086
	Iteration 92Q: 3 clusters Score -4811177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -4811218.000000 Penalty: 5038.913086
	Iteration 93Q: 3 clusters Score -4811218 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4811232.000000 Penalty: 5038.913086
	Iteration 94Q: 3 clusters Score -4811232 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4811246 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4811268.000000 Penalty: 5038.913086
	Iteration 96Q: 3 clusters Score -4811268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4811295.000000 Penalty: 5038.913086
	Iteration 97Q: 3 clusters Score -4811295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4811316.000000 Penalty: 5038.913086
	Iteration 98Q: 3 clusters Score -4811316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4811331.000000 Penalty: 5038.913086
	Iteration 99Q: 3 clusters Score -4811331 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4811349.000000 Penalty: 5038.913086
	Iteration 100F: 3 clusters Score -4811349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4811372.000000 Penalty: 5038.913086
	Iteration 101Q: 3 clusters Score -4811372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -4811389.000000 Penalty: 5038.913086
	Iteration 102Q: 3 clusters Score -4811389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -4811415.500000 Penalty: 5038.913086
	Iteration 103Q: 3 clusters Score -4811416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -4811433.000000 Penalty: 5038.913086
	Iteration 104Q: 3 clusters Score -4811433 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4811468.500000 Penalty: 5038.913086
	Iteration 105Q: 3 clusters Score -4811468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4811483.000000 Penalty: 5038.913086
	Iteration 106Q: 3 clusters Score -4811483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4811502.000000 Penalty: 5038.913086
	Iteration 107Q: 3 clusters Score -4811502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4811516.500000 Penalty: 5038.913086
	Iteration 108Q: 3 clusters Score -4811516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4811551.000000 Penalty: 5038.913086
	Iteration 109Q: 3 clusters Score -4811551 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4811562.000000 Penalty: 5038.913086
	Iteration 110Q: 3 clusters Score -4811562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4811583.500000 Penalty: 5038.913086
	Iteration 111Q: 3 clusters Score -4811584 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -4811587.500000 Penalty: 5038.913086
	Iteration 112Q: 3 clusters Score -4811588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -4811584.500000 Penalty: 5038.913086
	Iteration 113Q: 3 clusters Score -4811584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4811597.500000 Penalty: 5038.913086
	Iteration 114Q: 3 clusters Score -4811598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -4811593.500000 Penalty: 5038.913086
	Iteration 115Q: 3 clusters Score -4811594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4811602.500000 Penalty: 5038.913086
	Iteration 116Q: 3 clusters Score -4811602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4811601.000000 Penalty: 5038.913086
	Iteration 117Q: 3 clusters Score -4811601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4811601.000000 Penalty: 5038.913086
	Iteration 118Q: 3 clusters Score -4811601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4811601.000000 Penalty: 5038.913086
	Iteration 119Q: 3 clusters Score -4811601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4811596.000000 Penalty: 5038.913086
	Iteration 120F: 3 clusters Score -4811596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4811600.000000 Penalty: 5038.913086
	Iteration 121Q: 3 clusters Score -4811600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -4811615.500000 Penalty: 5038.913086
	Iteration 122Q: 3 clusters Score -4811616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4811618.000000 Penalty: 5038.913086
	Iteration 123Q: 3 clusters Score -4811618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4811627.000000 Penalty: 5038.913086
	Iteration 124Q: 3 clusters Score -4811627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4811630.000000 Penalty: 5038.913086
	Iteration 125Q: 3 clusters Score -4811630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4811626.000000 Penalty: 5038.913086
	Iteration 126Q: 3 clusters Score -4811626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -4811623.500000 Penalty: 5038.913086
	Iteration 127Q: 3 clusters Score -4811624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4811628.500000 Penalty: 5038.913086
	Iteration 128Q: 3 clusters Score -4811628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4811637.000000 Penalty: 5038.913086
	Iteration 129Q: 3 clusters Score -4811637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4811640.000000 Penalty: 5038.913086
	Iteration 130Q: 3 clusters Score -4811640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4811648.000000 Penalty: 5038.913086
	Iteration 131Q: 3 clusters Score -4811648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4811657.000000 Penalty: 5038.913086
	Iteration 132Q: 3 clusters Score -4811657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4811654.500000 Penalty: 5038.913086
	Iteration 133Q: 3 clusters Score -4811654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4811653.500000 Penalty: 5038.913086
	Iteration 134Q: 3 clusters Score -4811654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4811663.500000 Penalty: 5038.913086
	Iteration 135Q: 3 clusters Score -4811664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4811659.000000 Penalty: 5038.913086
	Iteration 136Q: 3 clusters Score -4811659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4811668.000000 Penalty: 5038.913086
	Iteration 137Q: 3 clusters Score -4811668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4811667.000000 Penalty: 5038.913086
	Iteration 138Q: 3 clusters Score -4811667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4811665.000000 Penalty: 5038.913086
	Iteration 139Q: 3 clusters Score -4811665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4811658.500000 Penalty: 5038.913086
	Iteration 140F: 3 clusters Score -4811658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4811662.000000 Penalty: 5038.913086
	Iteration 141Q: 3 clusters Score -4811662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -4811662.500000 Penalty: 5038.913086
	Iteration 142Q: 3 clusters Score -4811662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -4811662.000000 Penalty: 5038.913086
	Iteration 143Q: 3 clusters Score -4811662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4811668.000000 Penalty: 5038.913086
	Iteration 144Q: 3 clusters Score -4811668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4811671.500000 Penalty: 5038.913086
	Iteration 145Q: 3 clusters Score -4811672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4811671.500000 Penalty: 5038.913086
	Iteration 146F: 3 clusters Score -4811672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Entering Unmasked Estep 
Score: -5845195.500000 Penalty: 2567.172363
	Iteration 0F: 2 clusters Score -5845196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5824076.500000 Penalty: 5134.344727
	Iteration 0F: 3 clusters Score -5824076 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5831688.500000 Penalty: 5134.344727
	Iteration 1F: 3 clusters Score -5831688 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5832209.500000 Penalty: 5134.344727
	Iteration 2Q: 3 clusters Score -5832210 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -5832873.500000 Penalty: 5134.344727
	Iteration 3Q: 3 clusters Score -5832874 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5833764.500000 Penalty: 5134.344727
	Iteration 4F: 3 clusters Score -5833764 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -5835042.000000 Penalty: 5134.344727
	Iteration 5F: 3 clusters Score -5835042 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -5837011.500000 Penalty: 5134.344727
	Iteration 6F: 3 clusters Score -5837012 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5839284.000000 Penalty: 5134.344727
	Iteration 7F: 3 clusters Score -5839284 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5841201.500000 Penalty: 5134.344727
	Iteration 8F: 3 clusters Score -5841202 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5842347.000000 Penalty: 5134.344727
	Iteration 9Q: 3 clusters Score -5842347 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5843031.500000 Penalty: 5134.344727
	Iteration 10Q: 3 clusters Score -5843032 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5843368.500000 Penalty: 5134.344727
	Iteration 11Q: 3 clusters Score -5843368 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5843595.000000 Penalty: 5134.344727
	Iteration 12Q: 3 clusters Score -5843595 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5843694.500000 Penalty: 5134.344727
	Iteration 13Q: 3 clusters Score -5843694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5843740.000000 Penalty: 5134.344727
	Iteration 14Q: 3 clusters Score -5843740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5843780.500000 Penalty: 5134.344727
	Iteration 15Q: 3 clusters Score -5843780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5843798.000000 Penalty: 5134.344727
	Iteration 16Q: 3 clusters Score -5843798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5843813.000000 Penalty: 5134.344727
	Iteration 17Q: 3 clusters Score -5843813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5843819.000000 Penalty: 5134.344727
	Iteration 18Q: 3 clusters Score -5843819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5843824.000000 Penalty: 5134.344727
	Iteration 19Q: 3 clusters Score -5843824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5843834.000000 Penalty: 5134.344727
	Iteration 20F: 3 clusters Score -5843834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5843848.500000 Penalty: 5134.344727
	Iteration 21Q: 3 clusters Score -5843848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5843841.000000 Penalty: 5134.344727
	Iteration 22Q: 3 clusters Score -5843841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5843842.000000 Penalty: 5134.344727
	Iteration 23Q: 3 clusters Score -5843842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5843836.500000 Penalty: 5134.344727
	Iteration 24Q: 3 clusters Score -5843836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5843836.500000 Penalty: 5134.344727
	Iteration 25F: 3 clusters Score -5843836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -1342940.000000 Penalty: 2192.140625
	Iteration 0F: 2 clusters Score -1342940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1337235.625000 Penalty: 4384.281250
	Iteration 0F: 3 clusters Score -1337236 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1338651.750000 Penalty: 4384.281250
	Iteration 1F: 3 clusters Score -1338652 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1338868.250000 Penalty: 4384.281250
	Iteration 2F: 3 clusters Score -1338868 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1338998.375000 Penalty: 4384.281250
	Iteration 3Q: 3 clusters Score -1338998 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1339098.125000 Penalty: 4384.281250
	Iteration 4Q: 3 clusters Score -1339098 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1339164.625000 Penalty: 4384.281250
	Iteration 5Q: 3 clusters Score -1339165 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1339214.500000 Penalty: 4384.281250
	Iteration 6Q: 3 clusters Score -1339214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1339260.625000 Penalty: 4384.281250
	Iteration 7Q: 3 clusters Score -1339261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1339301.125000 Penalty: 4384.281250
	Iteration 8Q: 3 clusters Score -1339301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1339322.500000 Penalty: 4384.281250
	Iteration 9Q: 3 clusters Score -1339322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1339343.250000 Penalty: 4384.281250
	Iteration 10Q: 3 clusters Score -1339343 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1339361.625000 Penalty: 4384.281250
	Iteration 11Q: 3 clusters Score -1339362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1339379.500000 Penalty: 4384.281250
	Iteration 12Q: 3 clusters Score -1339380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1339403.500000 Penalty: 4384.281250
	Iteration 13Q: 3 clusters Score -1339404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1339430.500000 Penalty: 4384.281250
	Iteration 14Q: 3 clusters Score -1339430 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1339454.125000 Penalty: 4384.281250
	Iteration 15Q: 3 clusters Score -1339454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1339488.000000 Penalty: 4384.281250
	Iteration 16Q: 3 clusters Score -1339488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1339523.500000 Penalty: 4384.281250
	Iteration 17Q: 3 clusters Score -1339524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1339562.500000 Penalty: 4384.281250
	Iteration 18Q: 3 clusters Score -1339562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1339608.500000 Penalty: 4384.281250
	Iteration 19Q: 3 clusters Score -1339608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1339666.375000 Penalty: 4384.281250
	Iteration 20F: 3 clusters Score -1339666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1339735.500000 Penalty: 4384.281250
	Iteration 21Q: 3 clusters Score -1339736 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1339823.000000 Penalty: 4384.281250
	Iteration 22Q: 3 clusters Score -1339823 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1339925.250000 Penalty: 4384.281250
	Iteration 23Q: 3 clusters Score -1339925 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1340039.500000 Penalty: 4384.281250
	Iteration 24Q: 3 clusters Score -1340040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1340172.500000 Penalty: 4384.281250
	Iteration 25Q: 3 clusters Score -1340172 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1340294.000000 Penalty: 4384.281250
	Iteration 26Q: 3 clusters Score -1340294 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1340403.625000 Penalty: 4384.281250
	Iteration 27Q: 3 clusters Score -1340404 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1340502.875000 Penalty: 4384.281250
	Iteration 28Q: 3 clusters Score -1340503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1340577.375000 Penalty: 4384.281250
	Iteration 29Q: 3 clusters Score -1340577 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1340650.750000 Penalty: 4384.281250
	Iteration 30Q: 3 clusters Score -1340651 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1340705.125000 Penalty: 4384.281250
	Iteration 31Q: 3 clusters Score -1340705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1340760.125000 Penalty: 4384.281250
	Iteration 32Q: 3 clusters Score -1340760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1340807.250000 Penalty: 4384.281250
	Iteration 33Q: 3 clusters Score -1340807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1340844.250000 Penalty: 4384.281250
	Iteration 34Q: 3 clusters Score -1340844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1340867.875000 Penalty: 4384.281250
	Iteration 35Q: 3 clusters Score -1340868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1340889.750000 Penalty: 4384.281250
	Iteration 36Q: 3 clusters Score -1340890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1340901.125000 Penalty: 4384.281250
	Iteration 37Q: 3 clusters Score -1340901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1340911.875000 Penalty: 4384.281250
	Iteration 38Q: 3 clusters Score -1340912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1340916.250000 Penalty: 4384.281250
	Iteration 39Q: 3 clusters Score -1340916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1340924.250000 Penalty: 4384.281250
	Iteration 40F: 3 clusters Score -1340924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1340931.125000 Penalty: 4384.281250
	Iteration 41Q: 3 clusters Score -1340931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1340941.125000 Penalty: 4384.281250
	Iteration 42Q: 3 clusters Score -1340941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1340951.625000 Penalty: 4384.281250
	Iteration 43Q: 3 clusters Score -1340952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1340964.250000 Penalty: 4384.281250
	Iteration 44Q: 3 clusters Score -1340964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1340976.000000 Penalty: 4384.281250
	Iteration 45Q: 3 clusters Score -1340976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1340982.625000 Penalty: 4384.281250
	Iteration 46Q: 3 clusters Score -1340983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1340993.875000 Penalty: 4384.281250
	Iteration 47Q: 3 clusters Score -1340994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1340997.875000 Penalty: 4384.281250
	Iteration 48Q: 3 clusters Score -1340998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1341000.250000 Penalty: 4384.281250
	Iteration 49Q: 3 clusters Score -1341000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1341003.000000 Penalty: 4384.281250
	Iteration 50Q: 3 clusters Score -1341003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1341004.250000 Penalty: 4384.281250
	Iteration 51Q: 3 clusters Score -1341004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1341005.000000 Penalty: 4384.281250
	Iteration 52Q: 3 clusters Score -1341005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1341009.125000 Penalty: 4384.281250
	Iteration 53Q: 3 clusters Score -1341009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1341008.750000 Penalty: 4384.281250
	Iteration 54Q: 3 clusters Score -1341009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1341008.750000 Penalty: 4384.281250
	Iteration 55F: 3 clusters Score -1341009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -118450.250000 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -118450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116748.835938 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -116748.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -117027.718750 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -117027.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117167.976562 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -117168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117272.085938 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -117272.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -117316.875000 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -117316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117346.304688 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -117346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117361.710938 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -117361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -117376.312500 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -117376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117380.648438 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -117380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117386.718750 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -117386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117388.773438 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -117388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117389.726562 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -117389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117394.187500 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -117394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117396.742188 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -117396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117396.742188 Penalty: 3262.619141
	Iteration 14F: 3 clusters Score -117396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Entering Unmasked Estep 
Score: -4747346.000000 Penalty: 2508.972168
	Iteration 0F: 2 clusters Score -4747346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4730422.500000 Penalty: 5017.944336
	Iteration 0F: 3 clusters Score -4730422 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4736190.000000 Penalty: 5017.944336
	Iteration 1F: 3 clusters Score -4736190 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4736603.000000 Penalty: 5017.944336
	Iteration 2Q: 3 clusters Score -4736603 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4736928.000000 Penalty: 5017.944336
	Iteration 3Q: 3 clusters Score -4736928 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -4737251.500000 Penalty: 5017.944336
	Iteration 4Q: 3 clusters Score -4737252 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4737505.500000 Penalty: 5017.944336
	Iteration 5Q: 3 clusters Score -4737506 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4737790.000000 Penalty: 5017.944336
	Iteration 6Q: 3 clusters Score -4737790 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4738111.000000 Penalty: 5017.944336
	Iteration 7Q: 3 clusters Score -4738111 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4738494.500000 Penalty: 5017.944336
	Iteration 8Q: 3 clusters Score -4738494 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4738882.000000 Penalty: 5017.944336
	Iteration 9Q: 3 clusters Score -4738882 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4739355.000000 Penalty: 5017.944336
	Iteration 10Q: 3 clusters Score -4739355 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4739959.500000 Penalty: 5017.944336
	Iteration 11Q: 3 clusters Score -4739960 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4740774.000000 Penalty: 5017.944336
	Iteration 12F: 3 clusters Score -4740774 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4741698.500000 Penalty: 5017.944336
	Iteration 13F: 3 clusters Score -4741698 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4742216.000000 Penalty: 5017.944336
	Iteration 14Q: 3 clusters Score -4742216 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4742406.500000 Penalty: 5017.944336
	Iteration 15Q: 3 clusters Score -4742406 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -4742481.500000 Penalty: 5017.944336
	Iteration 16Q: 3 clusters Score -4742482 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4742530.500000 Penalty: 5017.944336
	Iteration 17Q: 3 clusters Score -4742530 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4742548.500000 Penalty: 5017.944336
	Iteration 18Q: 3 clusters Score -4742548 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4742578.500000 Penalty: 5017.944336
	Iteration 19Q: 3 clusters Score -4742578 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4742616.000000 Penalty: 5017.944336
	Iteration 20F: 3 clusters Score -4742616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4742646.500000 Penalty: 5017.944336
	Iteration 21Q: 3 clusters Score -4742646 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4742638.500000 Penalty: 5017.944336
	Iteration 22Q: 3 clusters Score -4742638 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4742663.000000 Penalty: 5017.944336
	Iteration 23Q: 3 clusters Score -4742663 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -4742686.500000 Penalty: 5017.944336
	Iteration 24Q: 3 clusters Score -4742686 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -4742692.000000 Penalty: 5017.944336
	Iteration 25Q: 3 clusters Score -4742692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4742703.500000 Penalty: 5017.944336
	Iteration 26Q: 3 clusters Score -4742704 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4742700.500000 Penalty: 5017.944336
	Iteration 27Q: 3 clusters Score -4742700 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4742717.000000 Penalty: 5017.944336
	Iteration 28Q: 3 clusters Score -4742717 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4742730.500000 Penalty: 5017.944336
	Iteration 29Q: 3 clusters Score -4742730 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4742744.000000 Penalty: 5017.944336
	Iteration 30Q: 3 clusters Score -4742744 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4742742.000000 Penalty: 5017.944336
	Iteration 31Q: 3 clusters Score -4742742 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4742751.500000 Penalty: 5017.944336
	Iteration 32Q: 3 clusters Score -4742752 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -4742774.000000 Penalty: 5017.944336
	Iteration 33Q: 3 clusters Score -4742774 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4742750.000000 Penalty: 5017.944336
	Iteration 34Q: 3 clusters Score -4742750 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4742772.000000 Penalty: 5017.944336
	Iteration 35Q: 3 clusters Score -4742772 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4742804.000000 Penalty: 5017.944336
	Iteration 36Q: 3 clusters Score -4742804 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4742832.500000 Penalty: 5017.944336
	Iteration 37Q: 3 clusters Score -4742832 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4742864.000000 Penalty: 5017.944336
	Iteration 38Q: 3 clusters Score -4742864 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -4742904.000000 Penalty: 5017.944336
	Iteration 39Q: 3 clusters Score -4742904 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -4742927.000000 Penalty: 5017.944336
	Iteration 40F: 3 clusters Score -4742927 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4742980.500000 Penalty: 5017.944336
	Iteration 41Q: 3 clusters Score -4742980 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4743011.000000 Penalty: 5017.944336
	Iteration 42Q: 3 clusters Score -4743011 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4743077.500000 Penalty: 5017.944336
	Iteration 43Q: 3 clusters Score -4743078 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4743153.500000 Penalty: 5017.944336
	Iteration 44Q: 3 clusters Score -4743154 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -4743215.000000 Penalty: 5017.944336
	Iteration 45Q: 3 clusters Score -4743215 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4743287.000000 Penalty: 5017.944336
	Iteration 46Q: 3 clusters Score -4743287 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4743358.000000 Penalty: 5017.944336
	Iteration 47Q: 3 clusters Score -4743358 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4743459.500000 Penalty: 5017.944336
	Iteration 48Q: 3 clusters Score -4743460 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4743584.500000 Penalty: 5017.944336
	Iteration 49Q: 3 clusters Score -4743584 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4743743.500000 Penalty: 5017.944336
	Iteration 50Q: 3 clusters Score -4743744 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4743916.500000 Penalty: 5017.944336
	Iteration 51Q: 3 clusters Score -4743916 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4744106.500000 Penalty: 5017.944336
	Iteration 52Q: 3 clusters Score -4744106 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4744290.000000 Penalty: 5017.944336
	Iteration 53Q: 3 clusters Score -4744290 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4744500.000000 Penalty: 5017.944336
	Iteration 54Q: 3 clusters Score -4744500 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4744697.000000 Penalty: 5017.944336
	Iteration 55Q: 3 clusters Score -4744697 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4744854.500000 Penalty: 5017.944336
	Iteration 56Q: 3 clusters Score -4744854 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -4744976.000000 Penalty: 5017.944336
	Iteration 57Q: 3 clusters Score -4744976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4745049.000000 Penalty: 5017.944336
	Iteration 58Q: 3 clusters Score -4745049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4745088.000000 Penalty: 5017.944336
	Iteration 59Q: 3 clusters Score -4745088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -4745130.000000 Penalty: 5017.944336
	Iteration 60F: 3 clusters Score -4745130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4745156.000000 Penalty: 5017.944336
	Iteration 61Q: 3 clusters Score -4745156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4745172.500000 Penalty: 5017.944336
	Iteration 62Q: 3 clusters Score -4745172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -4745204.000000 Penalty: 5017.944336
	Iteration 63Q: 3 clusters Score -4745204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -4745225.500000 Penalty: 5017.944336
	Iteration 64Q: 3 clusters Score -4745226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4745243.000000 Penalty: 5017.944336
	Iteration 65Q: 3 clusters Score -4745243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4745254.500000 Penalty: 5017.944336
	Iteration 66Q: 3 clusters Score -4745254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4745263.500000 Penalty: 5017.944336
	Iteration 67Q: 3 clusters Score -4745264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4745271.000000 Penalty: 5017.944336
	Iteration 68Q: 3 clusters Score -4745271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4745280.000000 Penalty: 5017.944336
	Iteration 69Q: 3 clusters Score -4745280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -4745292.500000 Penalty: 5017.944336
	Iteration 70Q: 3 clusters Score -4745292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4745299.000000 Penalty: 5017.944336
	Iteration 71Q: 3 clusters Score -4745299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4745307.000000 Penalty: 5017.944336
	Iteration 72Q: 3 clusters Score -4745307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4745312.500000 Penalty: 5017.944336
	Iteration 73Q: 3 clusters Score -4745312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4745312.000000 Penalty: 5017.944336
	Iteration 74Q: 3 clusters Score -4745312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4745320.500000 Penalty: 5017.944336
	Iteration 75Q: 3 clusters Score -4745320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -4745321.500000 Penalty: 5017.944336
	Iteration 76Q: 3 clusters Score -4745322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4745319.500000 Penalty: 5017.944336
	Iteration 77Q: 3 clusters Score -4745320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4745320.000000 Penalty: 5017.944336
	Iteration 78Q: 3 clusters Score -4745320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4745328.500000 Penalty: 5017.944336
	Iteration 79Q: 3 clusters Score -4745328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4745327.500000 Penalty: 5017.944336
	Iteration 80F: 3 clusters Score -4745328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4745331.500000 Penalty: 5017.944336
	Iteration 81Q: 3 clusters Score -4745332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4745337.500000 Penalty: 5017.944336
	Iteration 82Q: 3 clusters Score -4745338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4745338.500000 Penalty: 5017.944336
	Iteration 83Q: 3 clusters Score -4745338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4745341.500000 Penalty: 5017.944336
	Iteration 84Q: 3 clusters Score -4745342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4745344.500000 Penalty: 5017.944336
	Iteration 85Q: 3 clusters Score -4745344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4745343.500000 Penalty: 5017.944336
	Iteration 86Q: 3 clusters Score -4745344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4745344.000000 Penalty: 5017.944336
	Iteration 87Q: 3 clusters Score -4745344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4745347.000000 Penalty: 5017.944336
	Iteration 88Q: 3 clusters Score -4745347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4745350.500000 Penalty: 5017.944336
	Iteration 89Q: 3 clusters Score -4745350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4745350.500000 Penalty: 5017.944336
	Iteration 90F: 3 clusters Score -4745350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Entering Unmasked Estep 
Score: -2627783.500000 Penalty: 2355.949463
	Iteration 0F: 2 clusters Score -2627784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2618110.250000 Penalty: 4711.898926
	Iteration 0F: 3 clusters Score -2618110 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2621026.250000 Penalty: 4711.898926
	Iteration 1F: 3 clusters Score -2621026 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2621349.750000 Penalty: 4711.898926
	Iteration 2F: 3 clusters Score -2621350 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2621609.250000 Penalty: 4711.898926
	Iteration 3F: 3 clusters Score -2621609 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2621839.500000 Penalty: 4711.898926
	Iteration 4Q: 3 clusters Score -2621840 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2622069.250000 Penalty: 4711.898926
	Iteration 5Q: 3 clusters Score -2622069 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2622289.750000 Penalty: 4711.898926
	Iteration 6Q: 3 clusters Score -2622290 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2622541.750000 Penalty: 4711.898926
	Iteration 7Q: 3 clusters Score -2622542 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2622839.750000 Penalty: 4711.898926
	Iteration 8Q: 3 clusters Score -2622840 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2623255.500000 Penalty: 4711.898926
	Iteration 9Q: 3 clusters Score -2623256 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2623748.750000 Penalty: 4711.898926
	Iteration 10Q: 3 clusters Score -2623749 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2624329.500000 Penalty: 4711.898926
	Iteration 11Q: 3 clusters Score -2624330 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2624845.750000 Penalty: 4711.898926
	Iteration 12Q: 3 clusters Score -2624846 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2625234.000000 Penalty: 4711.898926
	Iteration 13Q: 3 clusters Score -2625234 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2625439.500000 Penalty: 4711.898926
	Iteration 14Q: 3 clusters Score -2625440 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2625537.750000 Penalty: 4711.898926
	Iteration 15Q: 3 clusters Score -2625538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2625593.250000 Penalty: 4711.898926
	Iteration 16Q: 3 clusters Score -2625593 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2625625.500000 Penalty: 4711.898926
	Iteration 17Q: 3 clusters Score -2625626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2625647.250000 Penalty: 4711.898926
	Iteration 18Q: 3 clusters Score -2625647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2625673.250000 Penalty: 4711.898926
	Iteration 19Q: 3 clusters Score -2625673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2625689.250000 Penalty: 4711.898926
	Iteration 20F: 3 clusters Score -2625689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2625705.000000 Penalty: 4711.898926
	Iteration 21Q: 3 clusters Score -2625705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2625709.000000 Penalty: 4711.898926
	Iteration 22Q: 3 clusters Score -2625709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2625714.000000 Penalty: 4711.898926
	Iteration 23Q: 3 clusters Score -2625714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2625719.750000 Penalty: 4711.898926
	Iteration 24Q: 3 clusters Score -2625720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2625724.500000 Penalty: 4711.898926
	Iteration 25Q: 3 clusters Score -2625724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2625738.500000 Penalty: 4711.898926
	Iteration 26Q: 3 clusters Score -2625738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2625746.250000 Penalty: 4711.898926
	Iteration 27Q: 3 clusters Score -2625746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2625745.750000 Penalty: 4711.898926
	Iteration 28Q: 3 clusters Score -2625746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2625756.750000 Penalty: 4711.898926
	Iteration 29Q: 3 clusters Score -2625757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2625758.500000 Penalty: 4711.898926
	Iteration 30Q: 3 clusters Score -2625758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2625762.250000 Penalty: 4711.898926
	Iteration 31Q: 3 clusters Score -2625762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2625765.750000 Penalty: 4711.898926
	Iteration 32Q: 3 clusters Score -2625766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2625764.000000 Penalty: 4711.898926
	Iteration 33Q: 3 clusters Score -2625764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2625769.000000 Penalty: 4711.898926
	Iteration 34Q: 3 clusters Score -2625769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2625767.250000 Penalty: 4711.898926
	Iteration 35Q: 3 clusters Score -2625767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2625769.250000 Penalty: 4711.898926
	Iteration 36Q: 3 clusters Score -2625769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2625774.500000 Penalty: 4711.898926
	Iteration 37Q: 3 clusters Score -2625774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2625773.250000 Penalty: 4711.898926
	Iteration 38Q: 3 clusters Score -2625773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2625775.750000 Penalty: 4711.898926
	Iteration 39Q: 3 clusters Score -2625776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2625780.250000 Penalty: 4711.898926
	Iteration 40F: 3 clusters Score -2625780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2625778.750000 Penalty: 4711.898926
	Iteration 41Q: 3 clusters Score -2625779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2625782.500000 Penalty: 4711.898926
	Iteration 42Q: 3 clusters Score -2625782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2625786.750000 Penalty: 4711.898926
	Iteration 43Q: 3 clusters Score -2625787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2625787.500000 Penalty: 4711.898926
	Iteration 44Q: 3 clusters Score -2625788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2625787.000000 Penalty: 4711.898926
	Iteration 45Q: 3 clusters Score -2625787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2625785.250000 Penalty: 4711.898926
	Iteration 46Q: 3 clusters Score -2625785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2625788.750000 Penalty: 4711.898926
	Iteration 47Q: 3 clusters Score -2625789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2625787.750000 Penalty: 4711.898926
	Iteration 48Q: 3 clusters Score -2625788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2625786.750000 Penalty: 4711.898926
	Iteration 49Q: 3 clusters Score -2625787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2625786.750000 Penalty: 4711.898926
	Iteration 50F: 3 clusters Score -2625787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -120561.726562 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -120561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118911.351562 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -118911.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119116.296875 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -119116.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119172.437500 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -119172.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119197.617188 Penalty: 3229.088135
	Iteration 3Q: 3 clusters Score -119197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119205.406250 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -119205.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -119210.843750 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -119210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119214.101562 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -119214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119215.843750 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -119215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119219.687500 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -119219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119219.687500 Penalty: 3229.088135
	Iteration 9F: 3 clusters Score -119219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (26490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Entering Unmasked Estep 
Score: -5213439.000000 Penalty: 2525.761719
	Iteration 0F: 2 clusters Score -5213439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5195270.000000 Penalty: 5051.523438
	Iteration 0F: 3 clusters Score -5195270 nChanged 11997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5201559.000000 Penalty: 5051.523438
	Iteration 1F: 3 clusters Score -5201559 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5201901.000000 Penalty: 5051.523438
	Iteration 2Q: 3 clusters Score -5201901 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5202183.000000 Penalty: 5051.523438
	Iteration 3Q: 3 clusters Score -5202183 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -5202338.500000 Penalty: 5051.523438
	Iteration 4Q: 3 clusters Score -5202338 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5202584.000000 Penalty: 5051.523438
	Iteration 5Q: 3 clusters Score -5202584 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -5202818.000000 Penalty: 5051.523438
	Iteration 6Q: 3 clusters Score -5202818 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5203036.000000 Penalty: 5051.523438
	Iteration 7Q: 3 clusters Score -5203036 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -5203276.000000 Penalty: 5051.523438
	Iteration 8Q: 3 clusters Score -5203276 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5203509.500000 Penalty: 5051.523438
	Iteration 9Q: 3 clusters Score -5203510 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -5203803.000000 Penalty: 5051.523438
	Iteration 10Q: 3 clusters Score -5203803 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -5204169.500000 Penalty: 5051.523438
	Iteration 11Q: 3 clusters Score -5204170 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -5204685.500000 Penalty: 5051.523438
	Iteration 12Q: 3 clusters Score -5204686 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -5205425.500000 Penalty: 5051.523438
	Iteration 13Q: 3 clusters Score -5205426 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -5206341.500000 Penalty: 5051.523438
	Iteration 14F: 3 clusters Score -5206342 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5207154.000000 Penalty: 5051.523438
	Iteration 15F: 3 clusters Score -5207154 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -5207533.000000 Penalty: 5051.523438
	Iteration 16Q: 3 clusters Score -5207533 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -5207718.000000 Penalty: 5051.523438
	Iteration 17Q: 3 clusters Score -5207718 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -5207833.000000 Penalty: 5051.523438
	Iteration 18Q: 3 clusters Score -5207833 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5207952.000000 Penalty: 5051.523438
	Iteration 19Q: 3 clusters Score -5207952 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5207994.500000 Penalty: 5051.523438
	Iteration 20F: 3 clusters Score -5207994 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -5208037.000000 Penalty: 5051.523438
	Iteration 21Q: 3 clusters Score -5208037 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5208089.000000 Penalty: 5051.523438
	Iteration 22Q: 3 clusters Score -5208089 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5208183.000000 Penalty: 5051.523438
	Iteration 23Q: 3 clusters Score -5208183 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -5208191.000000 Penalty: 5051.523438
	Iteration 24Q: 3 clusters Score -5208191 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -5208189.500000 Penalty: 5051.523438
	Iteration 25Q: 3 clusters Score -5208190 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -5208169.000000 Penalty: 5051.523438
	Iteration 26Q: 3 clusters Score -5208169 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5208115.500000 Penalty: 5051.523438
	Iteration 27Q: 3 clusters Score -5208116 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -5208027.500000 Penalty: 5051.523438
	Iteration 28Q: 3 clusters Score -5208028 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5207897.500000 Penalty: 5051.523438
	Iteration 29Q: 3 clusters Score -5207898 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5207779.500000 Penalty: 5051.523438
	Iteration 30Q: 3 clusters Score -5207780 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -5207730.000000 Penalty: 5051.523438
	Iteration 31Q: 3 clusters Score -5207730 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5207616.000000 Penalty: 5051.523438
	Iteration 32Q: 3 clusters Score -5207616 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -5207545.000000 Penalty: 5051.523438
	Iteration 33Q: 3 clusters Score -5207545 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5207435.000000 Penalty: 5051.523438
	Iteration 34Q: 3 clusters Score -5207435 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -5207505.500000 Penalty: 5051.523438
	Iteration 35Q: 3 clusters Score -5207506 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -5207526.000000 Penalty: 5051.523438
	Iteration 36Q: 3 clusters Score -5207526 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -5207563.000000 Penalty: 5051.523438
	Iteration 37Q: 3 clusters Score -5207563 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -5207591.500000 Penalty: 5051.523438
	Iteration 38Q: 3 clusters Score -5207592 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5207661.000000 Penalty: 5051.523438
	Iteration 39Q: 3 clusters Score -5207661 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5208178.000000 Penalty: 5051.523438
	Iteration 40F: 3 clusters Score -5208178 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5209262.500000 Penalty: 5051.523438
	Iteration 41Q: 3 clusters Score -5209262 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5209898.000000 Penalty: 5051.523438
	Iteration 42Q: 3 clusters Score -5209898 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5210271.000000 Penalty: 5051.523438
	Iteration 43Q: 3 clusters Score -5210271 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5210581.000000 Penalty: 5051.523438
	Iteration 44Q: 3 clusters Score -5210581 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5210771.000000 Penalty: 5051.523438
	Iteration 45Q: 3 clusters Score -5210771 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5210905.500000 Penalty: 5051.523438
	Iteration 46Q: 3 clusters Score -5210906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5211036.000000 Penalty: 5051.523438
	Iteration 47Q: 3 clusters Score -5211036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5211108.500000 Penalty: 5051.523438
	Iteration 48Q: 3 clusters Score -5211108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5211142.500000 Penalty: 5051.523438
	Iteration 49Q: 3 clusters Score -5211142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5211180.500000 Penalty: 5051.523438
	Iteration 50Q: 3 clusters Score -5211180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5211217.000000 Penalty: 5051.523438
	Iteration 51Q: 3 clusters Score -5211217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5211240.500000 Penalty: 5051.523438
	Iteration 52Q: 3 clusters Score -5211240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5211254.000000 Penalty: 5051.523438
	Iteration 53Q: 3 clusters Score -5211254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5211266.500000 Penalty: 5051.523438
	Iteration 54Q: 3 clusters Score -5211266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5211271.500000 Penalty: 5051.523438
	Iteration 55Q: 3 clusters Score -5211272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5211278.500000 Penalty: 5051.523438
	Iteration 56Q: 3 clusters Score -5211278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5211290.000000 Penalty: 5051.523438
	Iteration 57Q: 3 clusters Score -5211290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5211297.000000 Penalty: 5051.523438
	Iteration 58Q: 3 clusters Score -5211297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5211315.000000 Penalty: 5051.523438
	Iteration 59Q: 3 clusters Score -5211315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5211317.500000 Penalty: 5051.523438
	Iteration 60F: 3 clusters Score -5211318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5211327.000000 Penalty: 5051.523438
	Iteration 61Q: 3 clusters Score -5211327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5211328.500000 Penalty: 5051.523438
	Iteration 62Q: 3 clusters Score -5211328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5211332.000000 Penalty: 5051.523438
	Iteration 63Q: 3 clusters Score -5211332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5211335.000000 Penalty: 5051.523438
	Iteration 64Q: 3 clusters Score -5211335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5211338.000000 Penalty: 5051.523438
	Iteration 65Q: 3 clusters Score -5211338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5211341.000000 Penalty: 5051.523438
	Iteration 66Q: 3 clusters Score -5211341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5211339.500000 Penalty: 5051.523438
	Iteration 67Q: 3 clusters Score -5211340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5211340.000000 Penalty: 5051.523438
	Iteration 68Q: 3 clusters Score -5211340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5211354.000000 Penalty: 5051.523438
	Iteration 69Q: 3 clusters Score -5211354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5211361.000000 Penalty: 5051.523438
	Iteration 70Q: 3 clusters Score -5211361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5211361.500000 Penalty: 5051.523438
	Iteration 71Q: 3 clusters Score -5211362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5211359.500000 Penalty: 5051.523438
	Iteration 72Q: 3 clusters Score -5211360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5211367.000000 Penalty: 5051.523438
	Iteration 73Q: 3 clusters Score -5211367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5211365.000000 Penalty: 5051.523438
	Iteration 74Q: 3 clusters Score -5211365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5211372.000000 Penalty: 5051.523438
	Iteration 75Q: 3 clusters Score -5211372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5211376.500000 Penalty: 5051.523438
	Iteration 76Q: 3 clusters Score -5211376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5211383.500000 Penalty: 5051.523438
	Iteration 77Q: 3 clusters Score -5211384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5211387.000000 Penalty: 5051.523438
	Iteration 78Q: 3 clusters Score -5211387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5211391.500000 Penalty: 5051.523438
	Iteration 79Q: 3 clusters Score -5211392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5211396.500000 Penalty: 5051.523438
	Iteration 80F: 3 clusters Score -5211396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5211396.500000 Penalty: 5051.523438
	Iteration 81Q: 3 clusters Score -5211396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5211393.500000 Penalty: 5051.523438
	Iteration 82Q: 3 clusters Score -5211394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5211393.500000 Penalty: 5051.523438
	Iteration 83F: 3 clusters Score -5211394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Entering Unmasked Estep 
Score: -5984855.000000 Penalty: 2547.321777
	Iteration 0F: 2 clusters Score -5984855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -5970768.500000 Penalty: 5094.643555
	Iteration 0F: 3 clusters Score -5970768 nChanged 13037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5977590.000000 Penalty: 5094.643555
	Iteration 1F: 3 clusters Score -5977590 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -5978003.500000 Penalty: 5094.643555
	Iteration 2F: 3 clusters Score -5978004 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5978304.000000 Penalty: 5094.643555
	Iteration 3Q: 3 clusters Score -5978304 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5978510.500000 Penalty: 5094.643555
	Iteration 4Q: 3 clusters Score -5978510 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -5978691.000000 Penalty: 5094.643555
	Iteration 5Q: 3 clusters Score -5978691 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5978928.000000 Penalty: 5094.643555
	Iteration 6Q: 3 clusters Score -5978928 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5979145.000000 Penalty: 5094.643555
	Iteration 7Q: 3 clusters Score -5979145 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5979395.500000 Penalty: 5094.643555
	Iteration 8Q: 3 clusters Score -5979396 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5979747.000000 Penalty: 5094.643555
	Iteration 9Q: 3 clusters Score -5979747 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5980129.500000 Penalty: 5094.643555
	Iteration 10Q: 3 clusters Score -5980130 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -5980592.000000 Penalty: 5094.643555
	Iteration 11Q: 3 clusters Score -5980592 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5981235.500000 Penalty: 5094.643555
	Iteration 12Q: 3 clusters Score -5981236 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -5982003.000000 Penalty: 5094.643555
	Iteration 13Q: 3 clusters Score -5982003 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5982762.000000 Penalty: 5094.643555
	Iteration 14Q: 3 clusters Score -5982762 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5983156.000000 Penalty: 5094.643555
	Iteration 15Q: 3 clusters Score -5983156 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5983303.500000 Penalty: 5094.643555
	Iteration 16Q: 3 clusters Score -5983304 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -5983367.000000 Penalty: 5094.643555
	Iteration 17Q: 3 clusters Score -5983367 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5983392.500000 Penalty: 5094.643555
	Iteration 18Q: 3 clusters Score -5983392 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5983414.000000 Penalty: 5094.643555
	Iteration 19Q: 3 clusters Score -5983414 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5983474.000000 Penalty: 5094.643555
	Iteration 20F: 3 clusters Score -5983474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5983508.000000 Penalty: 5094.643555
	Iteration 21Q: 3 clusters Score -5983508 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5983558.500000 Penalty: 5094.643555
	Iteration 22Q: 3 clusters Score -5983558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5983582.500000 Penalty: 5094.643555
	Iteration 23Q: 3 clusters Score -5983582 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5983674.000000 Penalty: 5094.643555
	Iteration 24Q: 3 clusters Score -5983674 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5983744.500000 Penalty: 5094.643555
	Iteration 25Q: 3 clusters Score -5983744 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5983837.500000 Penalty: 5094.643555
	Iteration 26Q: 3 clusters Score -5983838 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -5983891.000000 Penalty: 5094.643555
	Iteration 27Q: 3 clusters Score -5983891 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -5984001.000000 Penalty: 5094.643555
	Iteration 28Q: 3 clusters Score -5984001 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -5984186.000000 Penalty: 5094.643555
	Iteration 29Q: 3 clusters Score -5984186 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5984361.000000 Penalty: 5094.643555
	Iteration 30Q: 3 clusters Score -5984361 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -5984598.500000 Penalty: 5094.643555
	Iteration 31Q: 3 clusters Score -5984598 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5984894.000000 Penalty: 5094.643555
	Iteration 32Q: 3 clusters Score -5984894 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -5985255.500000 Penalty: 5094.643555
	Iteration 33Q: 3 clusters Score -5985256 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5985613.500000 Penalty: 5094.643555
	Iteration 34Q: 3 clusters Score -5985614 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5985997.500000 Penalty: 5094.643555
	Iteration 35Q: 3 clusters Score -5985998 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -5986338.500000 Penalty: 5094.643555
	Iteration 36Q: 3 clusters Score -5986338 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5986627.000000 Penalty: 5094.643555
	Iteration 37Q: 3 clusters Score -5986627 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5986868.000000 Penalty: 5094.643555
	Iteration 38Q: 3 clusters Score -5986868 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -5987053.000000 Penalty: 5094.643555
	Iteration 39Q: 3 clusters Score -5987053 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -5987154.000000 Penalty: 5094.643555
	Iteration 40F: 3 clusters Score -5987154 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -5987206.000000 Penalty: 5094.643555
	Iteration 41Q: 3 clusters Score -5987206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -5987256.000000 Penalty: 5094.643555
	Iteration 42Q: 3 clusters Score -5987256 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5987265.500000 Penalty: 5094.643555
	Iteration 43Q: 3 clusters Score -5987266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -5987295.000000 Penalty: 5094.643555
	Iteration 44Q: 3 clusters Score -5987295 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5987280.500000 Penalty: 5094.643555
	Iteration 45Q: 3 clusters Score -5987280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5987301.000000 Penalty: 5094.643555
	Iteration 46Q: 3 clusters Score -5987301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -5987314.000000 Penalty: 5094.643555
	Iteration 47Q: 3 clusters Score -5987314 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -5987327.500000 Penalty: 5094.643555
	Iteration 48Q: 3 clusters Score -5987328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5987327.000000 Penalty: 5094.643555
	Iteration 49Q: 3 clusters Score -5987327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5987315.000000 Penalty: 5094.643555
	Iteration 50Q: 3 clusters Score -5987315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -5987306.500000 Penalty: 5094.643555
	Iteration 51Q: 3 clusters Score -5987306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -5987293.000000 Penalty: 5094.643555
	Iteration 52Q: 3 clusters Score -5987293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -5987289.500000 Penalty: 5094.643555
	Iteration 53Q: 3 clusters Score -5987290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5987265.000000 Penalty: 5094.643555
	Iteration 54Q: 3 clusters Score -5987265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -5987270.000000 Penalty: 5094.643555
	Iteration 55Q: 3 clusters Score -5987270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5987261.000000 Penalty: 5094.643555
	Iteration 56Q: 3 clusters Score -5987261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5987279.500000 Penalty: 5094.643555
	Iteration 57Q: 3 clusters Score -5987280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5987263.000000 Penalty: 5094.643555
	Iteration 58Q: 3 clusters Score -5987263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5987264.000000 Penalty: 5094.643555
	Iteration 59Q: 3 clusters Score -5987264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -5987268.000000 Penalty: 5094.643555
	Iteration 60F: 3 clusters Score -5987268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 29808 members 
Mstep: Class 43 contains 27378 members 
Mstep: Class 44 contains 29576 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27924 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Entering Unmasked Estep 
Score: -177441984.000000 Penalty: 173743.703125
Splitting cluster 12 changes total score from -177441280.000000 to -177441984.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 13 (25859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Entering Unmasked Estep 
Score: -5309521.000000 Penalty: 2519.782715
	Iteration 0F: 2 clusters Score -5309521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -5294193.000000 Penalty: 5039.565430
	Iteration 0F: 3 clusters Score -5294193 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5300193.500000 Penalty: 5039.565430
	Iteration 1F: 3 clusters Score -5300194 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5300592.000000 Penalty: 5039.565430
	Iteration 2F: 3 clusters Score -5300592 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5300941.500000 Penalty: 5039.565430
	Iteration 3Q: 3 clusters Score -5300942 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -5301229.500000 Penalty: 5039.565430
	Iteration 4Q: 3 clusters Score -5301230 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5301518.000000 Penalty: 5039.565430
	Iteration 5Q: 3 clusters Score -5301518 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5301825.500000 Penalty: 5039.565430
	Iteration 6Q: 3 clusters Score -5301826 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -5302220.500000 Penalty: 5039.565430
	Iteration 7Q: 3 clusters Score -5302220 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5302689.500000 Penalty: 5039.565430
	Iteration 8Q: 3 clusters Score -5302690 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -5303272.500000 Penalty: 5039.565430
	Iteration 9Q: 3 clusters Score -5303272 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -5303866.000000 Penalty: 5039.565430
	Iteration 10Q: 3 clusters Score -5303866 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5304476.500000 Penalty: 5039.565430
	Iteration 11Q: 3 clusters Score -5304476 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5304901 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5305072 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5305050.500000 Penalty: 5039.565430
	Iteration 14Q: 3 clusters Score -5305050 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -5304853.500000 Penalty: 5039.565430
	Iteration 15Q: 3 clusters Score -5304854 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5304733 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5304595 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5304495 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5304448.500000 Penalty: 5039.565430
	Iteration 19Q: 3 clusters Score -5304448 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5304477 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5304534 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5304498 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -5304460.500000 Penalty: 5039.565430
	Iteration 23Q: 3 clusters Score -5304460 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5304508.500000 Penalty: 5039.565430
	Iteration 24Q: 3 clusters Score -5304508 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5304476 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5304550 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5304578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5304615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5304578 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5304580 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5304628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5304660.500000 Penalty: 5039.565430
	Iteration 32Q: 3 clusters Score -5304660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5304690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5304749.500000 Penalty: 5039.565430
	Iteration 34Q: 3 clusters Score -5304750 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5304850 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5304944.500000 Penalty: 5039.565430
	Iteration 36Q: 3 clusters Score -5304944 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5305031.000000 Penalty: 5039.565430
	Iteration 37Q: 3 clusters Score -5305031 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -5305097.500000 Penalty: 5039.565430
	Iteration 38Q: 3 clusters Score -5305098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5305256.500000 Penalty: 5039.565430
	Iteration 39Q: 3 clusters Score -5305256 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5305429.500000 Penalty: 5039.565430
	Iteration 40F: 3 clusters Score -5305430 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5305607.500000 Penalty: 5039.565430
	Iteration 41Q: 3 clusters Score -5305608 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -5305825.500000 Penalty: 5039.565430
	Iteration 42Q: 3 clusters Score -5305826 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5306066 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5306384 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5306744 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5307033 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -5307141.500000 Penalty: 5039.565430
	Iteration 47Q: 3 clusters Score -5307142 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5307317.000000 Penalty: 5039.565430
	Iteration 48Q: 3 clusters Score -5307317 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -5307402.500000 Penalty: 5039.565430
	Iteration 49Q: 3 clusters Score -5307402 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -5307448.500000 Penalty: 5039.565430
	Iteration 50Q: 3 clusters Score -5307448 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -5307455.000000 Penalty: 5039.565430
	Iteration 51Q: 3 clusters Score -5307455 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -5307469.500000 Penalty: 5039.565430
	Iteration 52Q: 3 clusters Score -5307470 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5307524.000000 Penalty: 5039.565430
	Iteration 53Q: 3 clusters Score -5307524 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -5307473.500000 Penalty: 5039.565430
	Iteration 54Q: 3 clusters Score -5307474 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -5307457.000000 Penalty: 5039.565430
	Iteration 55Q: 3 clusters Score -5307457 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5307500.500000 Penalty: 5039.565430
	Iteration 56Q: 3 clusters Score -5307500 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -5307560.000000 Penalty: 5039.565430
	Iteration 57Q: 3 clusters Score -5307560 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5307427.500000 Penalty: 5039.565430
	Iteration 58Q: 3 clusters Score -5307428 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5307395.000000 Penalty: 5039.565430
	Iteration 59Q: 3 clusters Score -5307395 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -5307907.000000 Penalty: 5039.565430
	Iteration 60F: 3 clusters Score -5307907 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -5308282.000000 Penalty: 5039.565430
	Iteration 61Q: 3 clusters Score -5308282 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -5308410.500000 Penalty: 5039.565430
	Iteration 62Q: 3 clusters Score -5308410 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5308422 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -5308433.500000 Penalty: 5039.565430
	Iteration 64Q: 3 clusters Score -5308434 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -5308297.500000 Penalty: 5039.565430
	Iteration 65Q: 3 clusters Score -5308298 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -5308156.500000 Penalty: 5039.565430
	Iteration 66Q: 3 clusters Score -5308156 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -5308047.000000 Penalty: 5039.565430
	Iteration 67Q: 3 clusters Score -5308047 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -5307932.500000 Penalty: 5039.565430
	Iteration 68Q: 3 clusters Score -5307932 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5307815.500000 Penalty: 5039.565430
	Iteration 69Q: 3 clusters Score -5307816 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5307751.000000 Penalty: 5039.565430
	Iteration 70Q: 3 clusters Score -5307751 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5307723.500000 Penalty: 5039.565430
	Iteration 71Q: 3 clusters Score -5307724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5307705.000000 Penalty: 5039.565430
	Iteration 72Q: 3 clusters Score -5307705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5307695.500000 Penalty: 5039.565430
	Iteration 73Q: 3 clusters Score -5307696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -5307680.000000 Penalty: 5039.565430
	Iteration 74Q: 3 clusters Score -5307680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5307660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -5307667.500000 Penalty: 5039.565430
	Iteration 76Q: 3 clusters Score -5307668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5307668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5307668.500000 Penalty: 5039.565430
	Iteration 78Q: 3 clusters Score -5307668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -5307674.500000 Penalty: 5039.565430
	Iteration 79Q: 3 clusters Score -5307674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5307674.500000 Penalty: 5039.565430
	Iteration 80F: 3 clusters Score -5307674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -5307638.500000 Penalty: 5039.565430
	Iteration 81Q: 3 clusters Score -5307638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -5307593.500000 Penalty: 5039.565430
	Iteration 82Q: 3 clusters Score -5307594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -5307563.000000 Penalty: 5039.565430
	Iteration 83Q: 3 clusters Score -5307563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -5307555.500000 Penalty: 5039.565430
	Iteration 84Q: 3 clusters Score -5307556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5307514.000000 Penalty: 5039.565430
	Iteration 85Q: 3 clusters Score -5307514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5307453.000000 Penalty: 5039.565430
	Iteration 86Q: 3 clusters Score -5307453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -5307421.000000 Penalty: 5039.565430
	Iteration 87Q: 3 clusters Score -5307421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -5307399.500000 Penalty: 5039.565430
	Iteration 88Q: 3 clusters Score -5307400 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5307377.000000 Penalty: 5039.565430
	Iteration 89Q: 3 clusters Score -5307377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -5307335.500000 Penalty: 5039.565430
	Iteration 90Q: 3 clusters Score -5307336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5307293.000000 Penalty: 5039.565430
	Iteration 91Q: 3 clusters Score -5307293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5307290.500000 Penalty: 5039.565430
	Iteration 92Q: 3 clusters Score -5307290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5307258.000000 Penalty: 5039.565430
	Iteration 93Q: 3 clusters Score -5307258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5307228.500000 Penalty: 5039.565430
	Iteration 94Q: 3 clusters Score -5307228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5307221.500000 Penalty: 5039.565430
	Iteration 95Q: 3 clusters Score -5307222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5307223.000000 Penalty: 5039.565430
	Iteration 96Q: 3 clusters Score -5307223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5307209.500000 Penalty: 5039.565430
	Iteration 97Q: 3 clusters Score -5307210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -5307213.000000 Penalty: 5039.565430
	Iteration 98Q: 3 clusters Score -5307213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5307197.500000 Penalty: 5039.565430
	Iteration 99Q: 3 clusters Score -5307198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5307188.000000 Penalty: 5039.565430
	Iteration 100F: 3 clusters Score -5307188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5307180.500000 Penalty: 5039.565430
	Iteration 101Q: 3 clusters Score -5307180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -5307164.000000 Penalty: 5039.565430
	Iteration 102Q: 3 clusters Score -5307164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -5307157.000000 Penalty: 5039.565430
	Iteration 103Q: 3 clusters Score -5307157 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5307150.500000 Penalty: 5039.565430
	Iteration 104Q: 3 clusters Score -5307150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5307131.500000 Penalty: 5039.565430
	Iteration 105Q: 3 clusters Score -5307132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -5307117.500000 Penalty: 5039.565430
	Iteration 106Q: 3 clusters Score -5307118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5307108.000000 Penalty: 5039.565430
	Iteration 107Q: 3 clusters Score -5307108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5307106.500000 Penalty: 5039.565430
	Iteration 108Q: 3 clusters Score -5307106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5307102.500000 Penalty: 5039.565430
	Iteration 109Q: 3 clusters Score -5307102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -5307110.000000 Penalty: 5039.565430
	Iteration 110Q: 3 clusters Score -5307110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -5307101.500000 Penalty: 5039.565430
	Iteration 111Q: 3 clusters Score -5307102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5307102.500000 Penalty: 5039.565430
	Iteration 112Q: 3 clusters Score -5307102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -5307103.000000 Penalty: 5039.565430
	Iteration 113Q: 3 clusters Score -5307103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5307086.500000 Penalty: 5039.565430
	Iteration 114Q: 3 clusters Score -5307086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -5307086.500000 Penalty: 5039.565430
	Iteration 115Q: 3 clusters Score -5307086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5307089.500000 Penalty: 5039.565430
	Iteration 116Q: 3 clusters Score -5307090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5307091.000000 Penalty: 5039.565430
	Iteration 117Q: 3 clusters Score -5307091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -5307079.500000 Penalty: 5039.565430
	Iteration 118Q: 3 clusters Score -5307080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -5307075.000000 Penalty: 5039.565430
	Iteration 119Q: 3 clusters Score -5307075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5307076.000000 Penalty: 5039.565430
	Iteration 120F: 3 clusters Score -5307076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5307081.000000 Penalty: 5039.565430
	Iteration 121Q: 3 clusters Score -5307081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -5307083.000000 Penalty: 5039.565430
	Iteration 122Q: 3 clusters Score -5307083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -5307079.500000 Penalty: 5039.565430
	Iteration 123Q: 3 clusters Score -5307080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5307079.000000 Penalty: 5039.565430
	Iteration 124Q: 3 clusters Score -5307079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5307074.000000 Penalty: 5039.565430
	Iteration 125Q: 3 clusters Score -5307074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5307073.000000 Penalty: 5039.565430
	Iteration 126Q: 3 clusters Score -5307073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5307079.500000 Penalty: 5039.565430
	Iteration 127Q: 3 clusters Score -5307080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5307084.000000 Penalty: 5039.565430
	Iteration 128Q: 3 clusters Score -5307084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5307069.000000 Penalty: 5039.565430
	Iteration 129Q: 3 clusters Score -5307069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -5307072.500000 Penalty: 5039.565430
	Iteration 130Q: 3 clusters Score -5307072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -5307071.000000 Penalty: 5039.565430
	Iteration 131Q: 3 clusters Score -5307071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -5307071.000000 Penalty: 5039.565430
	Iteration 132F: 3 clusters Score -5307071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Entering Unmasked Estep 
Score: -5037013.000000 Penalty: 2523.683838
	Iteration 0F: 2 clusters Score -5037013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -5019295.500000 Penalty: 5047.367676
	Iteration 0F: 3 clusters Score -5019296 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -5025530.000000 Penalty: 5047.367676
	Iteration 1F: 3 clusters Score -5025530 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -5026042.000000 Penalty: 5047.367676
	Iteration 2Q: 3 clusters Score -5026042 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -5026541.000000 Penalty: 5047.367676
	Iteration 3Q: 3 clusters Score -5026541 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -5027069.000000 Penalty: 5047.367676
	Iteration 4Q: 3 clusters Score -5027069 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -5027625.500000 Penalty: 5047.367676
	Iteration 5Q: 3 clusters Score -5027626 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -5028359.500000 Penalty: 5047.367676
	Iteration 6F: 3 clusters Score -5028360 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -5029249.000000 Penalty: 5047.367676
	Iteration 7F: 3 clusters Score -5029249 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -5030298.500000 Penalty: 5047.367676
	Iteration 8F: 3 clusters Score -5030298 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -5031534.000000 Penalty: 5047.367676
	Iteration 9F: 3 clusters Score -5031534 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -5032600.500000 Penalty: 5047.367676
	Iteration 10Q: 3 clusters Score -5032600 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5033162.500000 Penalty: 5047.367676
	Iteration 11Q: 3 clusters Score -5033162 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -5033405.000000 Penalty: 5047.367676
	Iteration 12Q: 3 clusters Score -5033405 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5033528.000000 Penalty: 5047.367676
	Iteration 13Q: 3 clusters Score -5033528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -5033624.500000 Penalty: 5047.367676
	Iteration 14Q: 3 clusters Score -5033624 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -5033689.000000 Penalty: 5047.367676
	Iteration 15Q: 3 clusters Score -5033689 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -5033765.500000 Penalty: 5047.367676
	Iteration 16Q: 3 clusters Score -5033766 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -5033837.000000 Penalty: 5047.367676
	Iteration 17Q: 3 clusters Score -5033837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -5033898.500000 Penalty: 5047.367676
	Iteration 18Q: 3 clusters Score -5033898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -5033935.000000 Penalty: 5047.367676
	Iteration 19Q: 3 clusters Score -5033935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5033986.500000 Penalty: 5047.367676
	Iteration 20F: 3 clusters Score -5033986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5034034.500000 Penalty: 5047.367676
	Iteration 21Q: 3 clusters Score -5034034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5034061.500000 Penalty: 5047.367676
	Iteration 22Q: 3 clusters Score -5034062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -5034095.500000 Penalty: 5047.367676
	Iteration 23Q: 3 clusters Score -5034096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -5034118.000000 Penalty: 5047.367676
	Iteration 24Q: 3 clusters Score -5034118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5034138.000000 Penalty: 5047.367676
	Iteration 25Q: 3 clusters Score -5034138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5034137.000000 Penalty: 5047.367676
	Iteration 26Q: 3 clusters Score -5034137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5034156.500000 Penalty: 5047.367676
	Iteration 27Q: 3 clusters Score -5034156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -5034180.500000 Penalty: 5047.367676
	Iteration 28Q: 3 clusters Score -5034180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5034186.000000 Penalty: 5047.367676
	Iteration 29Q: 3 clusters Score -5034186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5034194.000000 Penalty: 5047.367676
	Iteration 30Q: 3 clusters Score -5034194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -5034197.500000 Penalty: 5047.367676
	Iteration 31Q: 3 clusters Score -5034198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -5034205.000000 Penalty: 5047.367676
	Iteration 32Q: 3 clusters Score -5034205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5034204.500000 Penalty: 5047.367676
	Iteration 33Q: 3 clusters Score -5034204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5034208.500000 Penalty: 5047.367676
	Iteration 34Q: 3 clusters Score -5034208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5034228.500000 Penalty: 5047.367676
	Iteration 35Q: 3 clusters Score -5034228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -5034253.000000 Penalty: 5047.367676
	Iteration 36Q: 3 clusters Score -5034253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5034295.000000 Penalty: 5047.367676
	Iteration 37Q: 3 clusters Score -5034295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5034303.000000 Penalty: 5047.367676
	Iteration 38Q: 3 clusters Score -5034303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5034316.500000 Penalty: 5047.367676
	Iteration 39Q: 3 clusters Score -5034316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -5034326.500000 Penalty: 5047.367676
	Iteration 40F: 3 clusters Score -5034326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5034345.500000 Penalty: 5047.367676
	Iteration 41Q: 3 clusters Score -5034346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5034360.000000 Penalty: 5047.367676
	Iteration 42Q: 3 clusters Score -5034360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5034375.000000 Penalty: 5047.367676
	Iteration 43Q: 3 clusters Score -5034375 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5034401.500000 Penalty: 5047.367676
	Iteration 44Q: 3 clusters Score -5034402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -5034429.500000 Penalty: 5047.367676
	Iteration 45Q: 3 clusters Score -5034430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5034439.000000 Penalty: 5047.367676
	Iteration 46Q: 3 clusters Score -5034439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5034456.000000 Penalty: 5047.367676
	Iteration 47Q: 3 clusters Score -5034456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -5034468.500000 Penalty: 5047.367676
	Iteration 48Q: 3 clusters Score -5034468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5034466.500000 Penalty: 5047.367676
	Iteration 49Q: 3 clusters Score -5034466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5034479.000000 Penalty: 5047.367676
	Iteration 50Q: 3 clusters Score -5034479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -5034506.000000 Penalty: 5047.367676
	Iteration 51Q: 3 clusters Score -5034506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5034531.000000 Penalty: 5047.367676
	Iteration 52Q: 3 clusters Score -5034531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -5034548.000000 Penalty: 5047.367676
	Iteration 53Q: 3 clusters Score -5034548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5034578.500000 Penalty: 5047.367676
	Iteration 54Q: 3 clusters Score -5034578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5034595.500000 Penalty: 5047.367676
	Iteration 55Q: 3 clusters Score -5034596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5034621.500000 Penalty: 5047.367676
	Iteration 56Q: 3 clusters Score -5034622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5034663.500000 Penalty: 5047.367676
	Iteration 57Q: 3 clusters Score -5034664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5034698.500000 Penalty: 5047.367676
	Iteration 58Q: 3 clusters Score -5034698 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -5034720.000000 Penalty: 5047.367676
	Iteration 59Q: 3 clusters Score -5034720 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5034744.500000 Penalty: 5047.367676
	Iteration 60F: 3 clusters Score -5034744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -5034775.000000 Penalty: 5047.367676
	Iteration 61Q: 3 clusters Score -5034775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5034785.500000 Penalty: 5047.367676
	Iteration 62Q: 3 clusters Score -5034786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5034818.500000 Penalty: 5047.367676
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Mstep: Class 1 contains 23824 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5034859 nChanged 80
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Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5034884 nChanged 77
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Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5034910 nChanged 69
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Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5034915 nChanged 53
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Mstep: Class 1 contains 24099 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5034932 nChanged 46
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	Iteration 69Q: 3 clusters Score -5034945 nChanged 37
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	Iteration 70Q: 3 clusters Score -5034943 nChanged 38
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	Iteration 71Q: 3 clusters Score -5034958 nChanged 36
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Mstep: Class 1 contains 24256 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5034984 nChanged 32
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5034980 nChanged 25
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	Iteration 74Q: 3 clusters Score -5034989 nChanged 36
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Mstep: Class 2 contains 1920 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5035020 nChanged 25
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5035024 nChanged 19
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5035033 nChanged 10
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5035036 nChanged 11
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5035046 nChanged 9
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5035038 nChanged 10
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	Iteration 83Q: 3 clusters Score -5035038 nChanged 9
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	Iteration 84Q: 3 clusters Score -5035049 nChanged 12
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5035040 nChanged 10
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	Iteration 86Q: 3 clusters Score -5035050 nChanged 10
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	Iteration 87Q: 3 clusters Score -5035045 nChanged 7
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	Iteration 88Q: 3 clusters Score -5035047 nChanged 8
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	Iteration 89Q: 3 clusters Score -5035050 nChanged 2
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	Iteration 93Q: 3 clusters Score -5035046 nChanged 3
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	Iteration 94Q: 3 clusters Score -5035044 nChanged 5
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	Iteration 97Q: 3 clusters Score -5035044 nChanged 7
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	Iteration 99Q: 3 clusters Score -5035040 nChanged 7
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	Iteration 100F: 3 clusters Score -5035044 nChanged 9
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Mstep: Class 1 contains 24606 members 
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	Iteration 101Q: 3 clusters Score -5035050 nChanged 9
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	Iteration 102Q: 3 clusters Score -5035048 nChanged 5
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	Iteration 103Q: 3 clusters Score -5035055 nChanged 4
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	Iteration 104Q: 3 clusters Score -5035054 nChanged 2
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	Iteration 105Q: 3 clusters Score -5035053 nChanged 2
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	Iteration 106Q: 3 clusters Score -5035052 nChanged 3
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	Iteration 107Q: 3 clusters Score -5035050 nChanged 3
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	Iteration 108Q: 3 clusters Score -5035056 nChanged 2
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	Iteration 109Q: 3 clusters Score -5035056 nChanged 2
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	Iteration 110Q: 3 clusters Score -5035054 nChanged 5
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	Iteration 111Q: 3 clusters Score -5035053 nChanged 2
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	Iteration 112Q: 3 clusters Score -5035056 nChanged 4
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	Iteration 113Q: 3 clusters Score -5035056 nChanged 5
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	Iteration 114Q: 3 clusters Score -5035060 nChanged 9
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	Iteration 115Q: 3 clusters Score -5035069 nChanged 2
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	Iteration 116Q: 3 clusters Score -5035074 nChanged 2
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	Iteration 117Q: 3 clusters Score -5035070 nChanged 2
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	Iteration 118Q: 3 clusters Score -5035071 nChanged 1
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	Iteration 119Q: 3 clusters Score -5035069 nChanged 2
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	Iteration 120F: 3 clusters Score -5035070 nChanged 2
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	Iteration 121Q: 3 clusters Score -5035070 nChanged 2
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	Iteration 122Q: 3 clusters Score -5035062 nChanged 5
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	Iteration 123Q: 3 clusters Score -5035062 nChanged 3
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	Iteration 124Q: 3 clusters Score -5035068 nChanged 8
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	Iteration 125Q: 3 clusters Score -5035064 nChanged 13
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	Iteration 126Q: 3 clusters Score -5035069 nChanged 13
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	Iteration 127Q: 3 clusters Score -5035070 nChanged 6
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	Iteration 128Q: 3 clusters Score -5035070 nChanged 5
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	Iteration 129Q: 3 clusters Score -5035072 nChanged 10
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	Iteration 130Q: 3 clusters Score -5035072 nChanged 6
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	Iteration 131Q: 3 clusters Score -5035072 nChanged 11
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	Iteration 132Q: 3 clusters Score -5035074 nChanged 9
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	Iteration 133Q: 3 clusters Score -5035074 nChanged 10
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	Iteration 134Q: 3 clusters Score -5035078 nChanged 12
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	Iteration 135Q: 3 clusters Score -5035075 nChanged 15
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	Iteration 136Q: 3 clusters Score -5035088 nChanged 10
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	Iteration 137Q: 3 clusters Score -5035090 nChanged 9
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	Iteration 138Q: 3 clusters Score -5035092 nChanged 8
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	Iteration 139Q: 3 clusters Score -5035090 nChanged 5
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	Iteration 140F: 3 clusters Score -5035092 nChanged 6
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	Iteration 141Q: 3 clusters Score -5035090 nChanged 5
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	Iteration 142Q: 3 clusters Score -5035094 nChanged 5
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	Iteration 143Q: 3 clusters Score -5035090 nChanged 5
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	Iteration 144Q: 3 clusters Score -5035087 nChanged 4
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	Iteration 145Q: 3 clusters Score -5035094 nChanged 4
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	Iteration 146Q: 3 clusters Score -5035086 nChanged 2
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	Iteration 147Q: 3 clusters Score -5035088 nChanged 2
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	Iteration 148Q: 3 clusters Score -5035090 nChanged 3
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	Iteration 149Q: 3 clusters Score -5035086 nChanged 2
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	Iteration 150Q: 3 clusters Score -5035086 nChanged 5
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	Iteration 151Q: 3 clusters Score -5035094 nChanged 3
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	Iteration 152Q: 3 clusters Score -5035090 nChanged 3
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	Iteration 153Q: 3 clusters Score -5035090 nChanged 3
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	Iteration 154Q: 3 clusters Score -5035088 nChanged 2
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	Iteration 155Q: 3 clusters Score -5035084 nChanged 3
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	Iteration 156Q: 3 clusters Score -5035087 nChanged 3
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	Iteration 157Q: 3 clusters Score -5035086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5035090.000000 Penalty: 5047.367676
	Iteration 158Q: 3 clusters Score -5035090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5035093.000000 Penalty: 5047.367676
	Iteration 159Q: 3 clusters Score -5035093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5035093.000000 Penalty: 5047.367676
	Iteration 160F: 3 clusters Score -5035093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -3980866.500000 Penalty: 2478.152588
	Iteration 0F: 2 clusters Score -3980866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -3965488.000000 Penalty: 4956.305176
	Iteration 0F: 3 clusters Score -3965488 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3970895.500000 Penalty: 4956.305176
	Iteration 1F: 3 clusters Score -3970896 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3971491.750000 Penalty: 4956.305176
	Iteration 2F: 3 clusters Score -3971492 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3972092.750000 Penalty: 4956.305176
	Iteration 3F: 3 clusters Score -3972093 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3972712.250000 Penalty: 4956.305176
	Iteration 4F: 3 clusters Score -3972712 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3973440.500000 Penalty: 4956.305176
	Iteration 5F: 3 clusters Score -3973440 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3974247.750000 Penalty: 4956.305176
	Iteration 6F: 3 clusters Score -3974248 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3975075.250000 Penalty: 4956.305176
	Iteration 7F: 3 clusters Score -3975075 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3975815.250000 Penalty: 4956.305176
	Iteration 8F: 3 clusters Score -3975815 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3976508.500000 Penalty: 4956.305176
	Iteration 9Q: 3 clusters Score -3976508 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3977049.000000 Penalty: 4956.305176
	Iteration 10Q: 3 clusters Score -3977049 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3977516.000000 Penalty: 4956.305176
	Iteration 11Q: 3 clusters Score -3977516 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3977905.000000 Penalty: 4956.305176
	Iteration 12Q: 3 clusters Score -3977905 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3978199.250000 Penalty: 4956.305176
	Iteration 13Q: 3 clusters Score -3978199 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3978463.750000 Penalty: 4956.305176
	Iteration 14Q: 3 clusters Score -3978464 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3978614.500000 Penalty: 4956.305176
	Iteration 15Q: 3 clusters Score -3978614 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3978738.000000 Penalty: 4956.305176
	Iteration 16Q: 3 clusters Score -3978738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3978817.250000 Penalty: 4956.305176
	Iteration 17Q: 3 clusters Score -3978817 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3978881.250000 Penalty: 4956.305176
	Iteration 18Q: 3 clusters Score -3978881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3978917.250000 Penalty: 4956.305176
	Iteration 19Q: 3 clusters Score -3978917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3978958.500000 Penalty: 4956.305176
	Iteration 20F: 3 clusters Score -3978958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3979005.750000 Penalty: 4956.305176
	Iteration 21Q: 3 clusters Score -3979006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3979030.250000 Penalty: 4956.305176
	Iteration 22Q: 3 clusters Score -3979030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3979046.250000 Penalty: 4956.305176
	Iteration 23Q: 3 clusters Score -3979046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3979051.250000 Penalty: 4956.305176
	Iteration 24Q: 3 clusters Score -3979051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3979057.250000 Penalty: 4956.305176
	Iteration 25Q: 3 clusters Score -3979057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3979053.500000 Penalty: 4956.305176
	Iteration 26Q: 3 clusters Score -3979054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3979062.750000 Penalty: 4956.305176
	Iteration 27Q: 3 clusters Score -3979063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3979068.750000 Penalty: 4956.305176
	Iteration 28Q: 3 clusters Score -3979069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3979071.500000 Penalty: 4956.305176
	Iteration 29Q: 3 clusters Score -3979072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3979071.500000 Penalty: 4956.305176
	Iteration 30F: 3 clusters Score -3979072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Entering Unmasked Estep 
Score: -3956346.500000 Penalty: 2469.307861
	Iteration 0F: 2 clusters Score -3956346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3941538.500000 Penalty: 4938.615723
	Iteration 0F: 3 clusters Score -3941538 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3946731.500000 Penalty: 4938.615723
	Iteration 1F: 3 clusters Score -3946732 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3947278.500000 Penalty: 4938.615723
	Iteration 2F: 3 clusters Score -3947278 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3947837.500000 Penalty: 4938.615723
	Iteration 3F: 3 clusters Score -3947838 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3948440.500000 Penalty: 4938.615723
	Iteration 4F: 3 clusters Score -3948440 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3949187.000000 Penalty: 4938.615723
	Iteration 5F: 3 clusters Score -3949187 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3950102.750000 Penalty: 4938.615723
	Iteration 6F: 3 clusters Score -3950103 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -3951155.000000 Penalty: 4938.615723
	Iteration 7F: 3 clusters Score -3951155 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3952291.250000 Penalty: 4938.615723
	Iteration 8F: 3 clusters Score -3952291 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3953248.500000 Penalty: 4938.615723
	Iteration 9Q: 3 clusters Score -3953248 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3953864.000000 Penalty: 4938.615723
	Iteration 10Q: 3 clusters Score -3953864 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3954129.250000 Penalty: 4938.615723
	Iteration 11Q: 3 clusters Score -3954129 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3954270.500000 Penalty: 4938.615723
	Iteration 12Q: 3 clusters Score -3954270 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3954355.750000 Penalty: 4938.615723
	Iteration 13Q: 3 clusters Score -3954356 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3954419.500000 Penalty: 4938.615723
	Iteration 14Q: 3 clusters Score -3954420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3954450.000000 Penalty: 4938.615723
	Iteration 15Q: 3 clusters Score -3954450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3954475.500000 Penalty: 4938.615723
	Iteration 16Q: 3 clusters Score -3954476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3954486.500000 Penalty: 4938.615723
	Iteration 17Q: 3 clusters Score -3954486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3954502.250000 Penalty: 4938.615723
	Iteration 18Q: 3 clusters Score -3954502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3954506.750000 Penalty: 4938.615723
	Iteration 19Q: 3 clusters Score -3954507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3954518.500000 Penalty: 4938.615723
	Iteration 20F: 3 clusters Score -3954518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3954525.500000 Penalty: 4938.615723
	Iteration 21Q: 3 clusters Score -3954526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3954526.000000 Penalty: 4938.615723
	Iteration 22Q: 3 clusters Score -3954526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3954534.000000 Penalty: 4938.615723
	Iteration 23Q: 3 clusters Score -3954534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3954536.750000 Penalty: 4938.615723
	Iteration 24Q: 3 clusters Score -3954537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3954535.000000 Penalty: 4938.615723
	Iteration 25Q: 3 clusters Score -3954535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3954541.500000 Penalty: 4938.615723
	Iteration 26Q: 3 clusters Score -3954542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3954542.000000 Penalty: 4938.615723
	Iteration 27Q: 3 clusters Score -3954542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3954555.500000 Penalty: 4938.615723
	Iteration 28Q: 3 clusters Score -3954556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3954553.250000 Penalty: 4938.615723
	Iteration 29Q: 3 clusters Score -3954553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3954558.750000 Penalty: 4938.615723
	Iteration 30Q: 3 clusters Score -3954559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3954562.250000 Penalty: 4938.615723
	Iteration 31Q: 3 clusters Score -3954562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3954566.000000 Penalty: 4938.615723
	Iteration 32Q: 3 clusters Score -3954566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3954569.250000 Penalty: 4938.615723
	Iteration 33Q: 3 clusters Score -3954569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3954572.250000 Penalty: 4938.615723
	Iteration 34Q: 3 clusters Score -3954572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3954572.500000 Penalty: 4938.615723
	Iteration 35Q: 3 clusters Score -3954572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3954575.250000 Penalty: 4938.615723
	Iteration 36Q: 3 clusters Score -3954575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3954576.000000 Penalty: 4938.615723
	Iteration 37Q: 3 clusters Score -3954576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3954578.500000 Penalty: 4938.615723
	Iteration 38Q: 3 clusters Score -3954578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3954579.500000 Penalty: 4938.615723
	Iteration 39Q: 3 clusters Score -3954580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3954579.500000 Penalty: 4938.615723
	Iteration 40F: 3 clusters Score -3954580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -3603936.750000 Penalty: 2425.893311
	Iteration 0F: 2 clusters Score -3603937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3592393.000000 Penalty: 4851.786621
	Iteration 0F: 3 clusters Score -3592393 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3596363.250000 Penalty: 4851.786621
	Iteration 1F: 3 clusters Score -3596363 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -3596721.750000 Penalty: 4851.786621
	Iteration 2F: 3 clusters Score -3596722 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3597091.250000 Penalty: 4851.786621
	Iteration 3Q: 3 clusters Score -3597091 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3597483.500000 Penalty: 4851.786621
	Iteration 4Q: 3 clusters Score -3597484 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3597904.000000 Penalty: 4851.786621
	Iteration 5Q: 3 clusters Score -3597904 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3598415.750000 Penalty: 4851.786621
	Iteration 6Q: 3 clusters Score -3598416 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3599042.000000 Penalty: 4851.786621
	Iteration 7F: 3 clusters Score -3599042 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3599773.750000 Penalty: 4851.786621
	Iteration 8F: 3 clusters Score -3599774 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -3600521.500000 Penalty: 4851.786621
	Iteration 9F: 3 clusters Score -3600522 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3601208.750000 Penalty: 4851.786621
	Iteration 10F: 3 clusters Score -3601209 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3601784.250000 Penalty: 4851.786621
	Iteration 11Q: 3 clusters Score -3601784 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3602201.000000 Penalty: 4851.786621
	Iteration 12Q: 3 clusters Score -3602201 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3602453.500000 Penalty: 4851.786621
	Iteration 13Q: 3 clusters Score -3602454 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3602581.250000 Penalty: 4851.786621
	Iteration 14Q: 3 clusters Score -3602581 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3602645.000000 Penalty: 4851.786621
	Iteration 15Q: 3 clusters Score -3602645 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3602695.000000 Penalty: 4851.786621
	Iteration 16Q: 3 clusters Score -3602695 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3602714.250000 Penalty: 4851.786621
	Iteration 17Q: 3 clusters Score -3602714 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3602690.250000 Penalty: 4851.786621
	Iteration 18Q: 3 clusters Score -3602690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3602702.750000 Penalty: 4851.786621
	Iteration 19Q: 3 clusters Score -3602703 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3602708.000000 Penalty: 4851.786621
	Iteration 20F: 3 clusters Score -3602708 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3602702.750000 Penalty: 4851.786621
	Iteration 21Q: 3 clusters Score -3602703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3602688.250000 Penalty: 4851.786621
	Iteration 22Q: 3 clusters Score -3602688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3602683.250000 Penalty: 4851.786621
	Iteration 23Q: 3 clusters Score -3602683 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3602677.000000 Penalty: 4851.786621
	Iteration 24Q: 3 clusters Score -3602677 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3602680.750000 Penalty: 4851.786621
	Iteration 25Q: 3 clusters Score -3602681 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3602664.500000 Penalty: 4851.786621
	Iteration 26Q: 3 clusters Score -3602664 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3602655.750000 Penalty: 4851.786621
	Iteration 27Q: 3 clusters Score -3602656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3602624.750000 Penalty: 4851.786621
	Iteration 28Q: 3 clusters Score -3602625 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3602621.000000 Penalty: 4851.786621
	Iteration 29Q: 3 clusters Score -3602621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3602615.000000 Penalty: 4851.786621
	Iteration 30Q: 3 clusters Score -3602615 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3602600.500000 Penalty: 4851.786621
	Iteration 31Q: 3 clusters Score -3602600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3602593.750000 Penalty: 4851.786621
	Iteration 32Q: 3 clusters Score -3602594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3602572.750000 Penalty: 4851.786621
	Iteration 33Q: 3 clusters Score -3602573 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -3602557.750000 Penalty: 4851.786621
	Iteration 34Q: 3 clusters Score -3602558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3602543.500000 Penalty: 4851.786621
	Iteration 35Q: 3 clusters Score -3602544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3602532.000000 Penalty: 4851.786621
	Iteration 36Q: 3 clusters Score -3602532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3602530.500000 Penalty: 4851.786621
	Iteration 37Q: 3 clusters Score -3602530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -3602524.750000 Penalty: 4851.786621
	Iteration 38Q: 3 clusters Score -3602525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -3602509.500000 Penalty: 4851.786621
	Iteration 39Q: 3 clusters Score -3602510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3602506.750000 Penalty: 4851.786621
	Iteration 40F: 3 clusters Score -3602507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3602493.750000 Penalty: 4851.786621
	Iteration 41Q: 3 clusters Score -3602494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3602485.750000 Penalty: 4851.786621
	Iteration 42Q: 3 clusters Score -3602486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3602493.000000 Penalty: 4851.786621
	Iteration 43Q: 3 clusters Score -3602493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3602484.500000 Penalty: 4851.786621
	Iteration 44Q: 3 clusters Score -3602484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3602484.000000 Penalty: 4851.786621
	Iteration 45Q: 3 clusters Score -3602484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3602482.500000 Penalty: 4851.786621
	Iteration 46Q: 3 clusters Score -3602482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3602478.000000 Penalty: 4851.786621
	Iteration 47Q: 3 clusters Score -3602478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3602480.000000 Penalty: 4851.786621
	Iteration 48Q: 3 clusters Score -3602480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3602468.250000 Penalty: 4851.786621
	Iteration 49Q: 3 clusters Score -3602468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3602459.500000 Penalty: 4851.786621
	Iteration 50Q: 3 clusters Score -3602460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3602447.750000 Penalty: 4851.786621
	Iteration 51Q: 3 clusters Score -3602448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3602447.500000 Penalty: 4851.786621
	Iteration 52Q: 3 clusters Score -3602448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3602450.500000 Penalty: 4851.786621
	Iteration 53Q: 3 clusters Score -3602450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3602446.500000 Penalty: 4851.786621
	Iteration 54Q: 3 clusters Score -3602446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3602439.750000 Penalty: 4851.786621
	Iteration 55Q: 3 clusters Score -3602440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3602434.250000 Penalty: 4851.786621
	Iteration 56Q: 3 clusters Score -3602434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3602433.750000 Penalty: 4851.786621
	Iteration 57Q: 3 clusters Score -3602434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3602437.750000 Penalty: 4851.786621
	Iteration 58Q: 3 clusters Score -3602438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3602438.000000 Penalty: 4851.786621
	Iteration 59Q: 3 clusters Score -3602438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3602445.000000 Penalty: 4851.786621
	Iteration 60F: 3 clusters Score -3602445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3602449.250000 Penalty: 4851.786621
	Iteration 61Q: 3 clusters Score -3602449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3602448.000000 Penalty: 4851.786621
	Iteration 62Q: 3 clusters Score -3602448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3602443.000000 Penalty: 4851.786621
	Iteration 63Q: 3 clusters Score -3602443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3602441.500000 Penalty: 4851.786621
	Iteration 64Q: 3 clusters Score -3602442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3602443.500000 Penalty: 4851.786621
	Iteration 65Q: 3 clusters Score -3602444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3602438.750000 Penalty: 4851.786621
	Iteration 66Q: 3 clusters Score -3602439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3602437.750000 Penalty: 4851.786621
	Iteration 67Q: 3 clusters Score -3602438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3602438.250000 Penalty: 4851.786621
	Iteration 68Q: 3 clusters Score -3602438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3602438.500000 Penalty: 4851.786621
	Iteration 69Q: 3 clusters Score -3602438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3602444.500000 Penalty: 4851.786621
	Iteration 70Q: 3 clusters Score -3602444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3602441.500000 Penalty: 4851.786621
	Iteration 71Q: 3 clusters Score -3602442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3602442.000000 Penalty: 4851.786621
	Iteration 72Q: 3 clusters Score -3602442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3602443.750000 Penalty: 4851.786621
	Iteration 73Q: 3 clusters Score -3602444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3602443.750000 Penalty: 4851.786621
	Iteration 74F: 3 clusters Score -3602444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Entering Unmasked Estep 
Score: -5328949.000000 Penalty: 2535.473877
	Iteration 0F: 2 clusters Score -5328949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -5310701.000000 Penalty: 5070.947754
	Iteration 0F: 3 clusters Score -5310701 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -5317593.500000 Penalty: 5070.947754
	Iteration 1F: 3 clusters Score -5317594 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -5318069.500000 Penalty: 5070.947754
	Iteration 2F: 3 clusters Score -5318070 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5318404.000000 Penalty: 5070.947754
	Iteration 3Q: 3 clusters Score -5318404 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5318775.000000 Penalty: 5070.947754
	Iteration 4Q: 3 clusters Score -5318775 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5319204.500000 Penalty: 5070.947754
	Iteration 5Q: 3 clusters Score -5319204 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -5319682.000000 Penalty: 5070.947754
	Iteration 6Q: 3 clusters Score -5319682 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5320263.000000 Penalty: 5070.947754
	Iteration 7Q: 3 clusters Score -5320263 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5321050.000000 Penalty: 5070.947754
	Iteration 8Q: 3 clusters Score -5321050 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -5321968.000000 Penalty: 5070.947754
	Iteration 9F: 3 clusters Score -5321968 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -5323016.500000 Penalty: 5070.947754
	Iteration 10F: 3 clusters Score -5323016 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5324211.000000 Penalty: 5070.947754
	Iteration 11F: 3 clusters Score -5324211 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5325168.000000 Penalty: 5070.947754
	Iteration 12Q: 3 clusters Score -5325168 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5325800.000000 Penalty: 5070.947754
	Iteration 13Q: 3 clusters Score -5325800 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5326166.500000 Penalty: 5070.947754
	Iteration 14Q: 3 clusters Score -5326166 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5326372.000000 Penalty: 5070.947754
	Iteration 15Q: 3 clusters Score -5326372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5326522.500000 Penalty: 5070.947754
	Iteration 16Q: 3 clusters Score -5326522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5326615.500000 Penalty: 5070.947754
	Iteration 17Q: 3 clusters Score -5326616 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5326670.500000 Penalty: 5070.947754
	Iteration 18Q: 3 clusters Score -5326670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5326725.500000 Penalty: 5070.947754
	Iteration 19Q: 3 clusters Score -5326726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5326742.000000 Penalty: 5070.947754
	Iteration 20F: 3 clusters Score -5326742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5326762.000000 Penalty: 5070.947754
	Iteration 21Q: 3 clusters Score -5326762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5326792.500000 Penalty: 5070.947754
	Iteration 22Q: 3 clusters Score -5326792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5326805.000000 Penalty: 5070.947754
	Iteration 23Q: 3 clusters Score -5326805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5326826.500000 Penalty: 5070.947754
	Iteration 24Q: 3 clusters Score -5326826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5326833.500000 Penalty: 5070.947754
	Iteration 25Q: 3 clusters Score -5326834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5326854.000000 Penalty: 5070.947754
	Iteration 26Q: 3 clusters Score -5326854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5326848.000000 Penalty: 5070.947754
	Iteration 27Q: 3 clusters Score -5326848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5326858.000000 Penalty: 5070.947754
	Iteration 28Q: 3 clusters Score -5326858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5326870.000000 Penalty: 5070.947754
	Iteration 29Q: 3 clusters Score -5326870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5326877.000000 Penalty: 5070.947754
	Iteration 30Q: 3 clusters Score -5326877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5326878.500000 Penalty: 5070.947754
	Iteration 31Q: 3 clusters Score -5326878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5326888.500000 Penalty: 5070.947754
	Iteration 32Q: 3 clusters Score -5326888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5326899.000000 Penalty: 5070.947754
	Iteration 33Q: 3 clusters Score -5326899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5326901.500000 Penalty: 5070.947754
	Iteration 34Q: 3 clusters Score -5326902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5326903.000000 Penalty: 5070.947754
	Iteration 35Q: 3 clusters Score -5326903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5326909.000000 Penalty: 5070.947754
	Iteration 36Q: 3 clusters Score -5326909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5326914.000000 Penalty: 5070.947754
	Iteration 37Q: 3 clusters Score -5326914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5326908.500000 Penalty: 5070.947754
	Iteration 38Q: 3 clusters Score -5326908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5326918.000000 Penalty: 5070.947754
	Iteration 39Q: 3 clusters Score -5326918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5326914.500000 Penalty: 5070.947754
	Iteration 40F: 3 clusters Score -5326914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32444.664062 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32444.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32474.382812 Penalty: 2642.626465
	Iteration 1Q: 3 clusters Score -32474.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32497.433594 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32497.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32497.433594 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32497.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Entering Unmasked Estep 
Score: -4464330.500000 Penalty: 2500.804932
	Iteration 0F: 2 clusters Score -4464330 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 12082 members 
Entering Unmasked Estep 
Score: -4447822.500000 Penalty: 5001.609863
	Iteration 0F: 3 clusters Score -4447822 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4453645.500000 Penalty: 5001.609863
	Iteration 1F: 3 clusters Score -4453646 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4454196.500000 Penalty: 5001.609863
	Iteration 2F: 3 clusters Score -4454196 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -4454764.000000 Penalty: 5001.609863
	Iteration 3F: 3 clusters Score -4454764 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4455483.500000 Penalty: 5001.609863
	Iteration 4F: 3 clusters Score -4455484 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4456325.000000 Penalty: 5001.609863
	Iteration 5F: 3 clusters Score -4456325 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -4457395.500000 Penalty: 5001.609863
	Iteration 6F: 3 clusters Score -4457396 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4458630.500000 Penalty: 5001.609863
	Iteration 7F: 3 clusters Score -4458630 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4459789.500000 Penalty: 5001.609863
	Iteration 8F: 3 clusters Score -4459790 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4460672.000000 Penalty: 5001.609863
	Iteration 9Q: 3 clusters Score -4460672 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -4461193.500000 Penalty: 5001.609863
	Iteration 10Q: 3 clusters Score -4461194 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -4461446.000000 Penalty: 5001.609863
	Iteration 11Q: 3 clusters Score -4461446 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -4461609.000000 Penalty: 5001.609863
	Iteration 12Q: 3 clusters Score -4461609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4461710.000000 Penalty: 5001.609863
	Iteration 13Q: 3 clusters Score -4461710 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4461779.000000 Penalty: 5001.609863
	Iteration 14Q: 3 clusters Score -4461779 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4461843.500000 Penalty: 5001.609863
	Iteration 15Q: 3 clusters Score -4461844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4461914.000000 Penalty: 5001.609863
	Iteration 16Q: 3 clusters Score -4461914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -4461956.500000 Penalty: 5001.609863
	Iteration 17Q: 3 clusters Score -4461956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4461985.000000 Penalty: 5001.609863
	Iteration 18Q: 3 clusters Score -4461985 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4462013.500000 Penalty: 5001.609863
	Iteration 19Q: 3 clusters Score -4462014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4462023.000000 Penalty: 5001.609863
	Iteration 20F: 3 clusters Score -4462023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4462050.500000 Penalty: 5001.609863
	Iteration 21Q: 3 clusters Score -4462050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4462066.000000 Penalty: 5001.609863
	Iteration 22Q: 3 clusters Score -4462066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -4462079.000000 Penalty: 5001.609863
	Iteration 23Q: 3 clusters Score -4462079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -4462089.500000 Penalty: 5001.609863
	Iteration 24Q: 3 clusters Score -4462090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -4462090.500000 Penalty: 5001.609863
	Iteration 25Q: 3 clusters Score -4462090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4462102.000000 Penalty: 5001.609863
	Iteration 26Q: 3 clusters Score -4462102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4462105.500000 Penalty: 5001.609863
	Iteration 27Q: 3 clusters Score -4462106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4462114.000000 Penalty: 5001.609863
	Iteration 28Q: 3 clusters Score -4462114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4462126.000000 Penalty: 5001.609863
	Iteration 29Q: 3 clusters Score -4462126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -4462125.000000 Penalty: 5001.609863
	Iteration 30Q: 3 clusters Score -4462125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4462131.500000 Penalty: 5001.609863
	Iteration 31Q: 3 clusters Score -4462132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4462138.000000 Penalty: 5001.609863
	Iteration 32Q: 3 clusters Score -4462138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -4462146.000000 Penalty: 5001.609863
	Iteration 33Q: 3 clusters Score -4462146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4462151.000000 Penalty: 5001.609863
	Iteration 34Q: 3 clusters Score -4462151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4462148.500000 Penalty: 5001.609863
	Iteration 35Q: 3 clusters Score -4462148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -4462147.000000 Penalty: 5001.609863
	Iteration 36Q: 3 clusters Score -4462147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4462150.500000 Penalty: 5001.609863
	Iteration 37Q: 3 clusters Score -4462150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4462155.500000 Penalty: 5001.609863
	Iteration 38Q: 3 clusters Score -4462156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4462152.500000 Penalty: 5001.609863
	Iteration 39Q: 3 clusters Score -4462152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4462150.000000 Penalty: 5001.609863
	Iteration 40F: 3 clusters Score -4462150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4462152.000000 Penalty: 5001.609863
	Iteration 41Q: 3 clusters Score -4462152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4462154.500000 Penalty: 5001.609863
	Iteration 42Q: 3 clusters Score -4462154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -4462154.500000 Penalty: 5001.609863
	Iteration 43F: 3 clusters Score -4462154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Entering Unmasked Estep 
Score: -6769192.500000 Penalty: 2601.083984
	Iteration 0F: 2 clusters Score -6769192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6745500.000000 Penalty: 5202.167969
	Iteration 0F: 3 clusters Score -6745500 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6754233.000000 Penalty: 5202.167969
	Iteration 1F: 3 clusters Score -6754233 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -6754660.500000 Penalty: 5202.167969
	Iteration 2Q: 3 clusters Score -6754660 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -6755087.500000 Penalty: 5202.167969
	Iteration 3Q: 3 clusters Score -6755088 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -6755518.000000 Penalty: 5202.167969
	Iteration 4Q: 3 clusters Score -6755518 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6756096.000000 Penalty: 5202.167969
	Iteration 5Q: 3 clusters Score -6756096 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -6756886.000000 Penalty: 5202.167969
	Iteration 6Q: 3 clusters Score -6756886 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -6758154.000000 Penalty: 5202.167969
	Iteration 7F: 3 clusters Score -6758154 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -6759959.000000 Penalty: 5202.167969
	Iteration 8F: 3 clusters Score -6759959 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6762210.000000 Penalty: 5202.167969
	Iteration 9F: 3 clusters Score -6762210 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -6764399.500000 Penalty: 5202.167969
	Iteration 10F: 3 clusters Score -6764400 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -6765803.500000 Penalty: 5202.167969
	Iteration 11Q: 3 clusters Score -6765804 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6766438.000000 Penalty: 5202.167969
	Iteration 12Q: 3 clusters Score -6766438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6766663.000000 Penalty: 5202.167969
	Iteration 13Q: 3 clusters Score -6766663 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6766778.500000 Penalty: 5202.167969
	Iteration 14Q: 3 clusters Score -6766778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6766836.500000 Penalty: 5202.167969
	Iteration 15Q: 3 clusters Score -6766836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6766888.500000 Penalty: 5202.167969
	Iteration 16Q: 3 clusters Score -6766888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6766911.500000 Penalty: 5202.167969
	Iteration 17Q: 3 clusters Score -6766912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6766928.000000 Penalty: 5202.167969
	Iteration 18Q: 3 clusters Score -6766928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6766941.500000 Penalty: 5202.167969
	Iteration 19Q: 3 clusters Score -6766942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -6766940.500000 Penalty: 5202.167969
	Iteration 20F: 3 clusters Score -6766940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6766946.000000 Penalty: 5202.167969
	Iteration 21Q: 3 clusters Score -6766946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6766951.500000 Penalty: 5202.167969
	Iteration 22Q: 3 clusters Score -6766952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6766958.000000 Penalty: 5202.167969
	Iteration 23Q: 3 clusters Score -6766958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6766961.000000 Penalty: 5202.167969
	Iteration 24Q: 3 clusters Score -6766961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6766961.000000 Penalty: 5202.167969
	Iteration 25F: 3 clusters Score -6766961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Entering Unmasked Estep 
Score: -8451703.000000 Penalty: 2658.121826
	Iteration 0F: 2 clusters Score -8451703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -8423578.000000 Penalty: 5316.243652
	Iteration 0F: 3 clusters Score -8423578 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8434873.000000 Penalty: 5316.243652
	Iteration 1F: 3 clusters Score -8434873 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -8435402.000000 Penalty: 5316.243652
	Iteration 2Q: 3 clusters Score -8435402 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -8435826.000000 Penalty: 5316.243652
	Iteration 3Q: 3 clusters Score -8435826 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -8436185.000000 Penalty: 5316.243652
	Iteration 4Q: 3 clusters Score -8436185 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8436567.000000 Penalty: 5316.243652
	Iteration 5Q: 3 clusters Score -8436567 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -8437035.000000 Penalty: 5316.243652
	Iteration 6Q: 3 clusters Score -8437035 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -8437488.000000 Penalty: 5316.243652
	Iteration 7Q: 3 clusters Score -8437488 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -8438203.000000 Penalty: 5316.243652
	Iteration 8Q: 3 clusters Score -8438203 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8439156.000000 Penalty: 5316.243652
	Iteration 9Q: 3 clusters Score -8439156 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -8440427.000000 Penalty: 5316.243652
	Iteration 10F: 3 clusters Score -8440427 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -8441828.000000 Penalty: 5316.243652
	Iteration 11F: 3 clusters Score -8441828 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -8443172.000000 Penalty: 5316.243652
	Iteration 12Q: 3 clusters Score -8443172 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -8444430.000000 Penalty: 5316.243652
	Iteration 13Q: 3 clusters Score -8444430 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -8445399.000000 Penalty: 5316.243652
	Iteration 14Q: 3 clusters Score -8445399 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -8446138.000000 Penalty: 5316.243652
	Iteration 15Q: 3 clusters Score -8446138 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8446722.000000 Penalty: 5316.243652
	Iteration 16Q: 3 clusters Score -8446722 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8447138.000000 Penalty: 5316.243652
	Iteration 17Q: 3 clusters Score -8447138 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8447496.000000 Penalty: 5316.243652
	Iteration 18Q: 3 clusters Score -8447496 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -8447813.000000 Penalty: 5316.243652
	Iteration 19Q: 3 clusters Score -8447813 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8448111.000000 Penalty: 5316.243652
	Iteration 20F: 3 clusters Score -8448111 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8448331.000000 Penalty: 5316.243652
	Iteration 21Q: 3 clusters Score -8448331 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8448525.000000 Penalty: 5316.243652
	Iteration 22Q: 3 clusters Score -8448525 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8448674.000000 Penalty: 5316.243652
	Iteration 23Q: 3 clusters Score -8448674 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8448829.000000 Penalty: 5316.243652
	Iteration 24Q: 3 clusters Score -8448829 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8448931.000000 Penalty: 5316.243652
	Iteration 25Q: 3 clusters Score -8448931 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8449005.000000 Penalty: 5316.243652
	Iteration 26Q: 3 clusters Score -8449005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8449059.000000 Penalty: 5316.243652
	Iteration 27Q: 3 clusters Score -8449059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8449095.000000 Penalty: 5316.243652
	Iteration 28Q: 3 clusters Score -8449095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8449119.000000 Penalty: 5316.243652
	Iteration 29Q: 3 clusters Score -8449119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8449160.000000 Penalty: 5316.243652
	Iteration 30Q: 3 clusters Score -8449160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8449184.000000 Penalty: 5316.243652
	Iteration 31Q: 3 clusters Score -8449184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8449215.000000 Penalty: 5316.243652
	Iteration 32Q: 3 clusters Score -8449215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -8449242.000000 Penalty: 5316.243652
	Iteration 33Q: 3 clusters Score -8449242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8449261.000000 Penalty: 5316.243652
	Iteration 34Q: 3 clusters Score -8449261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8449283.000000 Penalty: 5316.243652
	Iteration 35Q: 3 clusters Score -8449283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8449290.000000 Penalty: 5316.243652
	Iteration 36Q: 3 clusters Score -8449290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8449299.000000 Penalty: 5316.243652
	Iteration 37Q: 3 clusters Score -8449299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8449302.000000 Penalty: 5316.243652
	Iteration 38Q: 3 clusters Score -8449302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8449308.000000 Penalty: 5316.243652
	Iteration 39Q: 3 clusters Score -8449308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8449301.000000 Penalty: 5316.243652
	Iteration 40F: 3 clusters Score -8449301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8449299.000000 Penalty: 5316.243652
	Iteration 41Q: 3 clusters Score -8449299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8449310.000000 Penalty: 5316.243652
	Iteration 42Q: 3 clusters Score -8449310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8449303.000000 Penalty: 5316.243652
	Iteration 43Q: 3 clusters Score -8449303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8449304.000000 Penalty: 5316.243652
	Iteration 44Q: 3 clusters Score -8449304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8449301.000000 Penalty: 5316.243652
	Iteration 45Q: 3 clusters Score -8449301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -8449309.000000 Penalty: 5316.243652
	Iteration 46Q: 3 clusters Score -8449309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8449311.000000 Penalty: 5316.243652
	Iteration 47Q: 3 clusters Score -8449311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -8449307.000000 Penalty: 5316.243652
	Iteration 48Q: 3 clusters Score -8449307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8449309.000000 Penalty: 5316.243652
	Iteration 49Q: 3 clusters Score -8449309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8449310.000000 Penalty: 5316.243652
	Iteration 50Q: 3 clusters Score -8449310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8449306.000000 Penalty: 5316.243652
	Iteration 51Q: 3 clusters Score -8449306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8449306.000000 Penalty: 5316.243652
	Iteration 52F: 3 clusters Score -8449306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Entering Unmasked Estep 
Score: -5388445.500000 Penalty: 2534.915039
	Iteration 0F: 2 clusters Score -5388446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5370396.000000 Penalty: 5069.830078
	Iteration 0F: 3 clusters Score -5370396 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5377052.500000 Penalty: 5069.830078
	Iteration 1F: 3 clusters Score -5377052 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -5377489.500000 Penalty: 5069.830078
	Iteration 2Q: 3 clusters Score -5377490 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -5377891.500000 Penalty: 5069.830078
	Iteration 3Q: 3 clusters Score -5377892 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5378274.500000 Penalty: 5069.830078
	Iteration 4Q: 3 clusters Score -5378274 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5378681.500000 Penalty: 5069.830078
	Iteration 5Q: 3 clusters Score -5378682 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -5379160.500000 Penalty: 5069.830078
	Iteration 6Q: 3 clusters Score -5379160 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -5379741.000000 Penalty: 5069.830078
	Iteration 7Q: 3 clusters Score -5379741 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5380461.500000 Penalty: 5069.830078
	Iteration 8Q: 3 clusters Score -5380462 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5381379.500000 Penalty: 5069.830078
	Iteration 9F: 3 clusters Score -5381380 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5382027.000000 Penalty: 5069.830078
	Iteration 10Q: 3 clusters Score -5382027 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -5382418.500000 Penalty: 5069.830078
	Iteration 11Q: 3 clusters Score -5382418 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5382583.500000 Penalty: 5069.830078
	Iteration 12Q: 3 clusters Score -5382584 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5382708.500000 Penalty: 5069.830078
	Iteration 13Q: 3 clusters Score -5382708 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5382798.000000 Penalty: 5069.830078
	Iteration 14Q: 3 clusters Score -5382798 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -5382896.500000 Penalty: 5069.830078
	Iteration 15Q: 3 clusters Score -5382896 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -5382952.000000 Penalty: 5069.830078
	Iteration 16Q: 3 clusters Score -5382952 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -5382984.000000 Penalty: 5069.830078
	Iteration 17Q: 3 clusters Score -5382984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -5383019.000000 Penalty: 5069.830078
	Iteration 18Q: 3 clusters Score -5383019 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5383097.500000 Penalty: 5069.830078
	Iteration 19Q: 3 clusters Score -5383098 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -5383215.000000 Penalty: 5069.830078
	Iteration 20F: 3 clusters Score -5383215 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5383299.000000 Penalty: 5069.830078
	Iteration 21Q: 3 clusters Score -5383299 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -5383435.000000 Penalty: 5069.830078
	Iteration 22Q: 3 clusters Score -5383435 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -5383609.500000 Penalty: 5069.830078
	Iteration 23Q: 3 clusters Score -5383610 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -5383751.500000 Penalty: 5069.830078
	Iteration 24Q: 3 clusters Score -5383752 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5383907.000000 Penalty: 5069.830078
	Iteration 25Q: 3 clusters Score -5383907 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5384076.500000 Penalty: 5069.830078
	Iteration 26Q: 3 clusters Score -5384076 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -5384481.500000 Penalty: 5069.830078
	Iteration 27Q: 3 clusters Score -5384482 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5384821.000000 Penalty: 5069.830078
	Iteration 28Q: 3 clusters Score -5384821 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -5385052.500000 Penalty: 5069.830078
	Iteration 29Q: 3 clusters Score -5385052 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -5385254.500000 Penalty: 5069.830078
	Iteration 30Q: 3 clusters Score -5385254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5385397.500000 Penalty: 5069.830078
	Iteration 31Q: 3 clusters Score -5385398 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5385537.000000 Penalty: 5069.830078
	Iteration 32Q: 3 clusters Score -5385537 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5385646.500000 Penalty: 5069.830078
	Iteration 33Q: 3 clusters Score -5385646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5385745.000000 Penalty: 5069.830078
	Iteration 34Q: 3 clusters Score -5385745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5385829.500000 Penalty: 5069.830078
	Iteration 35Q: 3 clusters Score -5385830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5385890.500000 Penalty: 5069.830078
	Iteration 36Q: 3 clusters Score -5385890 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5385925.500000 Penalty: 5069.830078
	Iteration 37Q: 3 clusters Score -5385926 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5386005.500000 Penalty: 5069.830078
	Iteration 38Q: 3 clusters Score -5386006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5386069.500000 Penalty: 5069.830078
	Iteration 39Q: 3 clusters Score -5386070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5386118.000000 Penalty: 5069.830078
	Iteration 40F: 3 clusters Score -5386118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5386118.000000 Penalty: 5069.830078
	Iteration 41Q: 3 clusters Score -5386118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5386157.000000 Penalty: 5069.830078
	Iteration 42Q: 3 clusters Score -5386157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5386175.000000 Penalty: 5069.830078
	Iteration 43Q: 3 clusters Score -5386175 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5386199.000000 Penalty: 5069.830078
	Iteration 44Q: 3 clusters Score -5386199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5386228.500000 Penalty: 5069.830078
	Iteration 45Q: 3 clusters Score -5386228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5386242.500000 Penalty: 5069.830078
	Iteration 46Q: 3 clusters Score -5386242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5386259.500000 Penalty: 5069.830078
	Iteration 47Q: 3 clusters Score -5386260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5386266.500000 Penalty: 5069.830078
	Iteration 48Q: 3 clusters Score -5386266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5386281.000000 Penalty: 5069.830078
	Iteration 49Q: 3 clusters Score -5386281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5386297.000000 Penalty: 5069.830078
	Iteration 50Q: 3 clusters Score -5386297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5386297.500000 Penalty: 5069.830078
	Iteration 51Q: 3 clusters Score -5386298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5386299.500000 Penalty: 5069.830078
	Iteration 52Q: 3 clusters Score -5386300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5386305.000000 Penalty: 5069.830078
	Iteration 53Q: 3 clusters Score -5386305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5386311.000000 Penalty: 5069.830078
	Iteration 54Q: 3 clusters Score -5386311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5386305.500000 Penalty: 5069.830078
	Iteration 55Q: 3 clusters Score -5386306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5386312.000000 Penalty: 5069.830078
	Iteration 56Q: 3 clusters Score -5386312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5386318.000000 Penalty: 5069.830078
	Iteration 57Q: 3 clusters Score -5386318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5386324.500000 Penalty: 5069.830078
	Iteration 58Q: 3 clusters Score -5386324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5386338.500000 Penalty: 5069.830078
	Iteration 59Q: 3 clusters Score -5386338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5386334.000000 Penalty: 5069.830078
	Iteration 60F: 3 clusters Score -5386334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5386341.000000 Penalty: 5069.830078
	Iteration 61Q: 3 clusters Score -5386341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5386333.500000 Penalty: 5069.830078
	Iteration 62Q: 3 clusters Score -5386334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5386340.000000 Penalty: 5069.830078
	Iteration 63Q: 3 clusters Score -5386340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5386340.500000 Penalty: 5069.830078
	Iteration 64Q: 3 clusters Score -5386340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5069.830078
	Iteration 65Q: 3 clusters Score -5386334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5386334.500000 Penalty: 5069.830078
	Iteration 66Q: 3 clusters Score -5386334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5386339.000000 Penalty: 5069.830078
	Iteration 67Q: 3 clusters Score -5386339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5386336.500000 Penalty: 5069.830078
	Iteration 68Q: 3 clusters Score -5386336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5386334.000000 Penalty: 5069.830078
	Iteration 69Q: 3 clusters Score -5386334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5386334.000000 Penalty: 5069.830078
	Iteration 70F: 3 clusters Score -5386334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -381704.437500 Penalty: 1900.175415
	Iteration 0F: 2 clusters Score -381704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -379050.000000 Penalty: 3800.350830
	Iteration 0F: 3 clusters Score -379050 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -379605.437500 Penalty: 3800.350830
	Iteration 1F: 3 clusters Score -379605.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -379845.968750 Penalty: 3800.350830
	Iteration 2F: 3 clusters Score -379846 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379982.312500 Penalty: 3800.350830
	Iteration 3F: 3 clusters Score -379982.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -380070.687500 Penalty: 3800.350830
	Iteration 4Q: 3 clusters Score -380070.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -380145.125000 Penalty: 3800.350830
	Iteration 5Q: 3 clusters Score -380145.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -380211.125000 Penalty: 3800.350830
	Iteration 6Q: 3 clusters Score -380211.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -380261.406250 Penalty: 3800.350830
	Iteration 7Q: 3 clusters Score -380261.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -380300.593750 Penalty: 3800.350830
	Iteration 8Q: 3 clusters Score -380300.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -380348.093750 Penalty: 3800.350830
	Iteration 9Q: 3 clusters Score -380348.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -380402.906250 Penalty: 3800.350830
	Iteration 10Q: 3 clusters Score -380402.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -380460.093750 Penalty: 3800.350830
	Iteration 11Q: 3 clusters Score -380460.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -380500.968750 Penalty: 3800.350830
	Iteration 12Q: 3 clusters Score -380501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -380529.625000 Penalty: 3800.350830
	Iteration 13Q: 3 clusters Score -380529.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -380580.937500 Penalty: 3800.350830
	Iteration 14Q: 3 clusters Score -380580.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -380629.156250 Penalty: 3800.350830
	Iteration 15Q: 3 clusters Score -380629.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -380684.937500 Penalty: 3800.350830
	Iteration 16Q: 3 clusters Score -380684.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -380739.750000 Penalty: 3800.350830
	Iteration 17Q: 3 clusters Score -380739.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -380772.750000 Penalty: 3800.350830
	Iteration 18Q: 3 clusters Score -380772.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -380801.531250 Penalty: 3800.350830
	Iteration 19Q: 3 clusters Score -380801.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -380844.250000 Penalty: 3800.350830
	Iteration 20F: 3 clusters Score -380844.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -380895.875000 Penalty: 3800.350830
	Iteration 21Q: 3 clusters Score -380895.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -380938.093750 Penalty: 3800.350830
	Iteration 22Q: 3 clusters Score -380938.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -380965.968750 Penalty: 3800.350830
	Iteration 23Q: 3 clusters Score -380966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380999.187500 Penalty: 3800.350830
	Iteration 24Q: 3 clusters Score -380999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -381023.312500 Penalty: 3800.350830
	Iteration 25Q: 3 clusters Score -381023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -381043.718750 Penalty: 3800.350830
	Iteration 26Q: 3 clusters Score -381043.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -381051.593750 Penalty: 3800.350830
	Iteration 27Q: 3 clusters Score -381051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -381054.718750 Penalty: 3800.350830
	Iteration 28Q: 3 clusters Score -381054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -381055.906250 Penalty: 3800.350830
	Iteration 29Q: 3 clusters Score -381055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -381057.375000 Penalty: 3800.350830
	Iteration 30Q: 3 clusters Score -381057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -381057.375000 Penalty: 3800.350830
	Iteration 31F: 3 clusters Score -381057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Entering Unmasked Estep 
Score: -8801644.000000 Penalty: 2660.884277
	Iteration 0F: 2 clusters Score -8801644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8772862.000000 Penalty: 5321.768555
	Iteration 0F: 3 clusters Score -8772862 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8784478.000000 Penalty: 5321.768555
	Iteration 1F: 3 clusters Score -8784478 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -8784933.000000 Penalty: 5321.768555
	Iteration 2Q: 3 clusters Score -8784933 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -8785433.000000 Penalty: 5321.768555
	Iteration 3Q: 3 clusters Score -8785433 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -8785915.000000 Penalty: 5321.768555
	Iteration 4Q: 3 clusters Score -8785915 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -8786388.000000 Penalty: 5321.768555
	Iteration 5Q: 3 clusters Score -8786388 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -8786985.000000 Penalty: 5321.768555
	Iteration 6Q: 3 clusters Score -8786985 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8787690.000000 Penalty: 5321.768555
	Iteration 7Q: 3 clusters Score -8787690 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -8788627.000000 Penalty: 5321.768555
	Iteration 8Q: 3 clusters Score -8788627 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -8789952.000000 Penalty: 5321.768555
	Iteration 9F: 3 clusters Score -8789952 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -8791344.000000 Penalty: 5321.768555
	Iteration 10F: 3 clusters Score -8791344 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8792679.000000 Penalty: 5321.768555
	Iteration 11Q: 3 clusters Score -8792679 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -8794005.000000 Penalty: 5321.768555
	Iteration 12Q: 3 clusters Score -8794005 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8794992.000000 Penalty: 5321.768555
	Iteration 13Q: 3 clusters Score -8794992 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -8795777.000000 Penalty: 5321.768555
	Iteration 14Q: 3 clusters Score -8795777 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8796521.000000 Penalty: 5321.768555
	Iteration 15Q: 3 clusters Score -8796521 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8797086.000000 Penalty: 5321.768555
	Iteration 16Q: 3 clusters Score -8797086 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8797634.000000 Penalty: 5321.768555
	Iteration 17Q: 3 clusters Score -8797634 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8798028.000000 Penalty: 5321.768555
	Iteration 18Q: 3 clusters Score -8798028 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8798357.000000 Penalty: 5321.768555
	Iteration 19Q: 3 clusters Score -8798357 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8798636.000000 Penalty: 5321.768555
	Iteration 20F: 3 clusters Score -8798636 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8798920.000000 Penalty: 5321.768555
	Iteration 21Q: 3 clusters Score -8798920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8799147.000000 Penalty: 5321.768555
	Iteration 22Q: 3 clusters Score -8799147 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8799285.000000 Penalty: 5321.768555
	Iteration 23Q: 3 clusters Score -8799285 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8799361.000000 Penalty: 5321.768555
	Iteration 24Q: 3 clusters Score -8799361 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8799373.000000 Penalty: 5321.768555
	Iteration 25Q: 3 clusters Score -8799373 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8799393.000000 Penalty: 5321.768555
	Iteration 26Q: 3 clusters Score -8799393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8799433.000000 Penalty: 5321.768555
	Iteration 27Q: 3 clusters Score -8799433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8799451.000000 Penalty: 5321.768555
	Iteration 28Q: 3 clusters Score -8799451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8799474.000000 Penalty: 5321.768555
	Iteration 29Q: 3 clusters Score -8799474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8799472.000000 Penalty: 5321.768555
	Iteration 30Q: 3 clusters Score -8799472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8799475.000000 Penalty: 5321.768555
	Iteration 31Q: 3 clusters Score -8799475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8799473.000000 Penalty: 5321.768555
	Iteration 32Q: 3 clusters Score -8799473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8799484.000000 Penalty: 5321.768555
	Iteration 33Q: 3 clusters Score -8799484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8799490.000000 Penalty: 5321.768555
	Iteration 34Q: 3 clusters Score -8799490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8799491.000000 Penalty: 5321.768555
	Iteration 35Q: 3 clusters Score -8799491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8799489.000000 Penalty: 5321.768555
	Iteration 36Q: 3 clusters Score -8799489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5321.768555
	Iteration 37Q: 3 clusters Score -8799488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5321.768555
	Iteration 38F: 3 clusters Score -8799488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -3333828.250000 Penalty: 2414.370605
	Iteration 0F: 2 clusters Score -3333828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -3321830.250000 Penalty: 4828.741211
	Iteration 0F: 3 clusters Score -3321830 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -3325785.000000 Penalty: 4828.741211
	Iteration 1F: 3 clusters Score -3325785 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3326079.500000 Penalty: 4828.741211
	Iteration 2F: 3 clusters Score -3326080 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3326297.500000 Penalty: 4828.741211
	Iteration 3Q: 3 clusters Score -3326298 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3326469.000000 Penalty: 4828.741211
	Iteration 4Q: 3 clusters Score -3326469 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3326623.250000 Penalty: 4828.741211
	Iteration 5Q: 3 clusters Score -3326623 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -3326775.000000 Penalty: 4828.741211
	Iteration 6Q: 3 clusters Score -3326775 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3326916.750000 Penalty: 4828.741211
	Iteration 7Q: 3 clusters Score -3326917 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3327062.750000 Penalty: 4828.741211
	Iteration 8Q: 3 clusters Score -3327063 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3327238.250000 Penalty: 4828.741211
	Iteration 9Q: 3 clusters Score -3327238 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3327457.250000 Penalty: 4828.741211
	Iteration 10Q: 3 clusters Score -3327457 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3327741.250000 Penalty: 4828.741211
	Iteration 11Q: 3 clusters Score -3327741 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3328136.750000 Penalty: 4828.741211
	Iteration 12Q: 3 clusters Score -3328137 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3328682.250000 Penalty: 4828.741211
	Iteration 13Q: 3 clusters Score -3328682 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3329362.750000 Penalty: 4828.741211
	Iteration 14F: 3 clusters Score -3329363 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3330071.750000 Penalty: 4828.741211
	Iteration 15F: 3 clusters Score -3330072 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3330711.750000 Penalty: 4828.741211
	Iteration 16Q: 3 clusters Score -3330712 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3331126.000000 Penalty: 4828.741211
	Iteration 17Q: 3 clusters Score -3331126 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3331405.000000 Penalty: 4828.741211
	Iteration 18Q: 3 clusters Score -3331405 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3331533.750000 Penalty: 4828.741211
	Iteration 19Q: 3 clusters Score -3331534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3331596.250000 Penalty: 4828.741211
	Iteration 20F: 3 clusters Score -3331596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3331633.250000 Penalty: 4828.741211
	Iteration 21Q: 3 clusters Score -3331633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3331653.000000 Penalty: 4828.741211
	Iteration 22Q: 3 clusters Score -3331653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3331667.250000 Penalty: 4828.741211
	Iteration 23Q: 3 clusters Score -3331667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3331687.500000 Penalty: 4828.741211
	Iteration 24Q: 3 clusters Score -3331688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3331701.250000 Penalty: 4828.741211
	Iteration 25Q: 3 clusters Score -3331701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3331709.250000 Penalty: 4828.741211
	Iteration 26Q: 3 clusters Score -3331709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3331708.750000 Penalty: 4828.741211
	Iteration 27Q: 3 clusters Score -3331709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3331709.250000 Penalty: 4828.741211
	Iteration 28Q: 3 clusters Score -3331709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3331709.000000 Penalty: 4828.741211
	Iteration 29Q: 3 clusters Score -3331709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3331709.000000 Penalty: 4828.741211
	Iteration 30F: 3 clusters Score -3331709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -80040.929688 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -80040.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78839.937500 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -78839.94 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79167.882812 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -79167.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79241.960938 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -79241.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79282.882812 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -79282.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79309.226562 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -79309.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -79322.171875 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -79322.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79333.695312 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -79333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79344.539062 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -79344.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79350.359375 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -79350.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79356.054688 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -79356.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79358.054688 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -79358.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79358.054688 Penalty: 3055.958740
	Iteration 11F: 3 clusters Score -79358.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (25701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Entering Unmasked Estep 
Score: -5143861.000000 Penalty: 2518.262695
	Iteration 0F: 2 clusters Score -5143861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -5126738.500000 Penalty: 5036.525391
	Iteration 0F: 3 clusters Score -5126738 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -5133011.000000 Penalty: 5036.525391
	Iteration 1F: 3 clusters Score -5133011 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5133385.500000 Penalty: 5036.525391
	Iteration 2F: 3 clusters Score -5133386 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -5133710.500000 Penalty: 5036.525391
	Iteration 3Q: 3 clusters Score -5133710 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -5133988.000000 Penalty: 5036.525391
	Iteration 4Q: 3 clusters Score -5133988 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5134224.500000 Penalty: 5036.525391
	Iteration 5Q: 3 clusters Score -5134224 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5134499.000000 Penalty: 5036.525391
	Iteration 6Q: 3 clusters Score -5134499 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -5134768.500000 Penalty: 5036.525391
	Iteration 7Q: 3 clusters Score -5134768 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -5135106.000000 Penalty: 5036.525391
	Iteration 8Q: 3 clusters Score -5135106 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -5135570.000000 Penalty: 5036.525391
	Iteration 9Q: 3 clusters Score -5135570 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -5136175.500000 Penalty: 5036.525391
	Iteration 10Q: 3 clusters Score -5136176 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -5136892.500000 Penalty: 5036.525391
	Iteration 11Q: 3 clusters Score -5136892 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -5137480.000000 Penalty: 5036.525391
	Iteration 12Q: 3 clusters Score -5137480 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -5137709.500000 Penalty: 5036.525391
	Iteration 13Q: 3 clusters Score -5137710 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5137883.000000 Penalty: 5036.525391
	Iteration 14Q: 3 clusters Score -5137883 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5137977.000000 Penalty: 5036.525391
	Iteration 15Q: 3 clusters Score -5137977 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -5138043.000000 Penalty: 5036.525391
	Iteration 16Q: 3 clusters Score -5138043 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -5138155.500000 Penalty: 5036.525391
	Iteration 17Q: 3 clusters Score -5138156 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5138135.500000 Penalty: 5036.525391
	Iteration 18Q: 3 clusters Score -5138136 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5138130.500000 Penalty: 5036.525391
	Iteration 19Q: 3 clusters Score -5138130 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5138098.000000 Penalty: 5036.525391
	Iteration 20F: 3 clusters Score -5138098 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5138111.500000 Penalty: 5036.525391
	Iteration 21Q: 3 clusters Score -5138112 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5138125.000000 Penalty: 5036.525391
	Iteration 22Q: 3 clusters Score -5138125 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -5138174.000000 Penalty: 5036.525391
	Iteration 23Q: 3 clusters Score -5138174 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5138306.500000 Penalty: 5036.525391
	Iteration 24Q: 3 clusters Score -5138306 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5138405.000000 Penalty: 5036.525391
	Iteration 25Q: 3 clusters Score -5138405 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -5138590.500000 Penalty: 5036.525391
	Iteration 26Q: 3 clusters Score -5138590 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -5138739.500000 Penalty: 5036.525391
	Iteration 27Q: 3 clusters Score -5138740 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5138917.000000 Penalty: 5036.525391
	Iteration 28Q: 3 clusters Score -5138917 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -5139012.000000 Penalty: 5036.525391
	Iteration 29Q: 3 clusters Score -5139012 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5139503.500000 Penalty: 5036.525391
	Iteration 30Q: 3 clusters Score -5139504 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -5139941.500000 Penalty: 5036.525391
	Iteration 31Q: 3 clusters Score -5139942 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5140320.500000 Penalty: 5036.525391
	Iteration 32Q: 3 clusters Score -5140320 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5140571.000000 Penalty: 5036.525391
	Iteration 33Q: 3 clusters Score -5140571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -5140855.000000 Penalty: 5036.525391
	Iteration 34Q: 3 clusters Score -5140855 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5141059.000000 Penalty: 5036.525391
	Iteration 35Q: 3 clusters Score -5141059 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5141197.500000 Penalty: 5036.525391
	Iteration 36Q: 3 clusters Score -5141198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5141332.000000 Penalty: 5036.525391
	Iteration 37Q: 3 clusters Score -5141332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -5141418.000000 Penalty: 5036.525391
	Iteration 38Q: 3 clusters Score -5141418 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5141471.000000 Penalty: 5036.525391
	Iteration 39Q: 3 clusters Score -5141471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5141511.500000 Penalty: 5036.525391
	Iteration 40F: 3 clusters Score -5141512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -5141542.500000 Penalty: 5036.525391
	Iteration 41Q: 3 clusters Score -5141542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5141572.000000 Penalty: 5036.525391
	Iteration 42Q: 3 clusters Score -5141572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -5141585.500000 Penalty: 5036.525391
	Iteration 43Q: 3 clusters Score -5141586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5141614.500000 Penalty: 5036.525391
	Iteration 44Q: 3 clusters Score -5141614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -5141646.500000 Penalty: 5036.525391
	Iteration 45Q: 3 clusters Score -5141646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5141663.500000 Penalty: 5036.525391
	Iteration 46Q: 3 clusters Score -5141664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -5141666.500000 Penalty: 5036.525391
	Iteration 47Q: 3 clusters Score -5141666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5141673.000000 Penalty: 5036.525391
	Iteration 48Q: 3 clusters Score -5141673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5141685.000000 Penalty: 5036.525391
	Iteration 49Q: 3 clusters Score -5141685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5141677.500000 Penalty: 5036.525391
	Iteration 50Q: 3 clusters Score -5141678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5141686.000000 Penalty: 5036.525391
	Iteration 51Q: 3 clusters Score -5141686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5141681.000000 Penalty: 5036.525391
	Iteration 52Q: 3 clusters Score -5141681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5141684.000000 Penalty: 5036.525391
	Iteration 53Q: 3 clusters Score -5141684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5141699.000000 Penalty: 5036.525391
	Iteration 54Q: 3 clusters Score -5141699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5141713.500000 Penalty: 5036.525391
	Iteration 55Q: 3 clusters Score -5141714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -5141716.500000 Penalty: 5036.525391
	Iteration 56Q: 3 clusters Score -5141716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -5141727.000000 Penalty: 5036.525391
	Iteration 57Q: 3 clusters Score -5141727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -5141738.000000 Penalty: 5036.525391
	Iteration 58Q: 3 clusters Score -5141738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -5141742.000000 Penalty: 5036.525391
	Iteration 59Q: 3 clusters Score -5141742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -5141742.500000 Penalty: 5036.525391
	Iteration 60F: 3 clusters Score -5141742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -5141739.500000 Penalty: 5036.525391
	Iteration 61Q: 3 clusters Score -5141740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5141741.500000 Penalty: 5036.525391
	Iteration 62Q: 3 clusters Score -5141742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5141743.500000 Penalty: 5036.525391
	Iteration 63Q: 3 clusters Score -5141744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5141751.000000 Penalty: 5036.525391
	Iteration 64Q: 3 clusters Score -5141751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -5141763.000000 Penalty: 5036.525391
	Iteration 65Q: 3 clusters Score -5141763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5141755.000000 Penalty: 5036.525391
	Iteration 66Q: 3 clusters Score -5141755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5141762.500000 Penalty: 5036.525391
	Iteration 67Q: 3 clusters Score -5141762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -5141762.500000 Penalty: 5036.525391
	Iteration 68Q: 3 clusters Score -5141762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5141767.000000 Penalty: 5036.525391
	Iteration 69Q: 3 clusters Score -5141767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5141768.500000 Penalty: 5036.525391
	Iteration 70Q: 3 clusters Score -5141768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5141769.000000 Penalty: 5036.525391
	Iteration 71Q: 3 clusters Score -5141769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5141773.500000 Penalty: 5036.525391
	Iteration 72Q: 3 clusters Score -5141774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -5141778.000000 Penalty: 5036.525391
	Iteration 73Q: 3 clusters Score -5141778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5141778.000000 Penalty: 5036.525391
	Iteration 74Q: 3 clusters Score -5141778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -5141785.000000 Penalty: 5036.525391
	Iteration 75Q: 3 clusters Score -5141785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -5141783.500000 Penalty: 5036.525391
	Iteration 76Q: 3 clusters Score -5141784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -5141784.500000 Penalty: 5036.525391
	Iteration 77Q: 3 clusters Score -5141784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5141789.500000 Penalty: 5036.525391
	Iteration 78Q: 3 clusters Score -5141790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5141788.000000 Penalty: 5036.525391
	Iteration 79Q: 3 clusters Score -5141788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5141789.500000 Penalty: 5036.525391
	Iteration 80F: 3 clusters Score -5141790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5141790.000000 Penalty: 5036.525391
	Iteration 81Q: 3 clusters Score -5141790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5141795.500000 Penalty: 5036.525391
	Iteration 82Q: 3 clusters Score -5141796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5141795.500000 Penalty: 5036.525391
	Iteration 83Q: 3 clusters Score -5141796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -5141799.000000 Penalty: 5036.525391
	Iteration 84Q: 3 clusters Score -5141799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -5141795.500000 Penalty: 5036.525391
	Iteration 85Q: 3 clusters Score -5141796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5141795.500000 Penalty: 5036.525391
	Iteration 86Q: 3 clusters Score -5141796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5141803.000000 Penalty: 5036.525391
	Iteration 87Q: 3 clusters Score -5141803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5141799.500000 Penalty: 5036.525391
	Iteration 88Q: 3 clusters Score -5141800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5141803.000000 Penalty: 5036.525391
	Iteration 89Q: 3 clusters Score -5141803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -5141803.000000 Penalty: 5036.525391
	Iteration 90F: 3 clusters Score -5141803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Entering Unmasked Estep 
Score: -5277983.500000 Penalty: 2516.878906
	Iteration 0F: 2 clusters Score -5277984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5263162.500000 Penalty: 5033.757812
	Iteration 0F: 3 clusters Score -5263162 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5269371.500000 Penalty: 5033.757812
	Iteration 1F: 3 clusters Score -5269372 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -5269869.500000 Penalty: 5033.757812
	Iteration 2F: 3 clusters Score -5269870 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5270344.500000 Penalty: 5033.757812
	Iteration 3Q: 3 clusters Score -5270344 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5270948.000000 Penalty: 5033.757812
	Iteration 4Q: 3 clusters Score -5270948 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5271576.000000 Penalty: 5033.757812
	Iteration 5Q: 3 clusters Score -5271576 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -5272402.500000 Penalty: 5033.757812
	Iteration 6F: 3 clusters Score -5272402 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -5273496.000000 Penalty: 5033.757812
	Iteration 7F: 3 clusters Score -5273496 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5274586.000000 Penalty: 5033.757812
	Iteration 8F: 3 clusters Score -5274586 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -5275485.000000 Penalty: 5033.757812
	Iteration 9Q: 3 clusters Score -5275485 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -5275990.500000 Penalty: 5033.757812
	Iteration 10Q: 3 clusters Score -5275990 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5276329.000000 Penalty: 5033.757812
	Iteration 11Q: 3 clusters Score -5276329 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5276626.500000 Penalty: 5033.757812
	Iteration 12Q: 3 clusters Score -5276626 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5276820.000000 Penalty: 5033.757812
	Iteration 13Q: 3 clusters Score -5276820 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -5276976.000000 Penalty: 5033.757812
	Iteration 14Q: 3 clusters Score -5276976 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -5277098.500000 Penalty: 5033.757812
	Iteration 15Q: 3 clusters Score -5277098 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -5277202.000000 Penalty: 5033.757812
	Iteration 16Q: 3 clusters Score -5277202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5277255.000000 Penalty: 5033.757812
	Iteration 17Q: 3 clusters Score -5277255 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -5277320.000000 Penalty: 5033.757812
	Iteration 18Q: 3 clusters Score -5277320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -5277337.000000 Penalty: 5033.757812
	Iteration 19Q: 3 clusters Score -5277337 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -5277344.500000 Penalty: 5033.757812
	Iteration 20F: 3 clusters Score -5277344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -5277366.000000 Penalty: 5033.757812
	Iteration 21Q: 3 clusters Score -5277366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -5277365.500000 Penalty: 5033.757812
	Iteration 22Q: 3 clusters Score -5277366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5277375.000000 Penalty: 5033.757812
	Iteration 23Q: 3 clusters Score -5277375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -5277368.000000 Penalty: 5033.757812
	Iteration 24Q: 3 clusters Score -5277368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5277377.500000 Penalty: 5033.757812
	Iteration 25Q: 3 clusters Score -5277378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -5277378.000000 Penalty: 5033.757812
	Iteration 26Q: 3 clusters Score -5277378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -5277394.500000 Penalty: 5033.757812
	Iteration 27Q: 3 clusters Score -5277394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -5277380.000000 Penalty: 5033.757812
	Iteration 28Q: 3 clusters Score -5277380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -5277368.500000 Penalty: 5033.757812
	Iteration 29Q: 3 clusters Score -5277368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -5277350.500000 Penalty: 5033.757812
	Iteration 30Q: 3 clusters Score -5277350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -5277348.500000 Penalty: 5033.757812
	Iteration 31Q: 3 clusters Score -5277348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5277352.000000 Penalty: 5033.757812
	Iteration 32Q: 3 clusters Score -5277352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -5277361.500000 Penalty: 5033.757812
	Iteration 33Q: 3 clusters Score -5277362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -5277354.000000 Penalty: 5033.757812
	Iteration 34Q: 3 clusters Score -5277354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5277356.000000 Penalty: 5033.757812
	Iteration 35Q: 3 clusters Score -5277356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -5277363.000000 Penalty: 5033.757812
	Iteration 36Q: 3 clusters Score -5277363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -5277351.000000 Penalty: 5033.757812
	Iteration 37Q: 3 clusters Score -5277351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -5277345.000000 Penalty: 5033.757812
	Iteration 38Q: 3 clusters Score -5277345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -5277339.000000 Penalty: 5033.757812
	Iteration 39Q: 3 clusters Score -5277339 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -5277331.500000 Penalty: 5033.757812
	Iteration 40F: 3 clusters Score -5277332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -5277323.500000 Penalty: 5033.757812
	Iteration 41Q: 3 clusters Score -5277324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -5277313.000000 Penalty: 5033.757812
	Iteration 42Q: 3 clusters Score -5277313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -5277291.500000 Penalty: 5033.757812
	Iteration 43Q: 3 clusters Score -5277292 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5277326.000000 Penalty: 5033.757812
	Iteration 44Q: 3 clusters Score -5277326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -5277323.000000 Penalty: 5033.757812
	Iteration 45Q: 3 clusters Score -5277323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -5277321.000000 Penalty: 5033.757812
	Iteration 46Q: 3 clusters Score -5277321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5277324.500000 Penalty: 5033.757812
	Iteration 47Q: 3 clusters Score -5277324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -5277321.000000 Penalty: 5033.757812
	Iteration 48Q: 3 clusters Score -5277321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5277321.500000 Penalty: 5033.757812
	Iteration 49Q: 3 clusters Score -5277322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5277321.500000 Penalty: 5033.757812
	Iteration 50F: 3 clusters Score -5277322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Entering Unmasked Estep 
Score: -4863819.000000 Penalty: 2496.996826
	Iteration 0F: 2 clusters Score -4863819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4849543.500000 Penalty: 4993.993652
	Iteration 0F: 3 clusters Score -4849544 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -4855160.000000 Penalty: 4993.993652
	Iteration 1F: 3 clusters Score -4855160 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4855596.500000 Penalty: 4993.993652
	Iteration 2F: 3 clusters Score -4855596 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4855986.000000 Penalty: 4993.993652
	Iteration 3Q: 3 clusters Score -4855986 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4856328.500000 Penalty: 4993.993652
	Iteration 4Q: 3 clusters Score -4856328 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -4856693.500000 Penalty: 4993.993652
	Iteration 5Q: 3 clusters Score -4856694 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -4857007.500000 Penalty: 4993.993652
	Iteration 6Q: 3 clusters Score -4857008 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4857290.000000 Penalty: 4993.993652
	Iteration 7Q: 3 clusters Score -4857290 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4857699.500000 Penalty: 4993.993652
	Iteration 8Q: 3 clusters Score -4857700 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4858069.500000 Penalty: 4993.993652
	Iteration 9Q: 3 clusters Score -4858070 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4858573.500000 Penalty: 4993.993652
	Iteration 10Q: 3 clusters Score -4858574 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4859110.500000 Penalty: 4993.993652
	Iteration 11Q: 3 clusters Score -4859110 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4859698.000000 Penalty: 4993.993652
	Iteration 12Q: 3 clusters Score -4859698 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -4860161.500000 Penalty: 4993.993652
	Iteration 13Q: 3 clusters Score -4860162 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4860460.000000 Penalty: 4993.993652
	Iteration 14Q: 3 clusters Score -4860460 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -4860677.000000 Penalty: 4993.993652
	Iteration 15Q: 3 clusters Score -4860677 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4860829.500000 Penalty: 4993.993652
	Iteration 16Q: 3 clusters Score -4860830 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4860928.000000 Penalty: 4993.993652
	Iteration 17Q: 3 clusters Score -4860928 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -4861004.500000 Penalty: 4993.993652
	Iteration 18Q: 3 clusters Score -4861004 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -4861072.500000 Penalty: 4993.993652
	Iteration 19Q: 3 clusters Score -4861072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4861120.500000 Penalty: 4993.993652
	Iteration 20F: 3 clusters Score -4861120 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4861189.000000 Penalty: 4993.993652
	Iteration 21Q: 3 clusters Score -4861189 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4861224.000000 Penalty: 4993.993652
	Iteration 22Q: 3 clusters Score -4861224 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4861270.000000 Penalty: 4993.993652
	Iteration 23Q: 3 clusters Score -4861270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4861303.500000 Penalty: 4993.993652
	Iteration 24Q: 3 clusters Score -4861304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -4861316.000000 Penalty: 4993.993652
	Iteration 25Q: 3 clusters Score -4861316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4861347.500000 Penalty: 4993.993652
	Iteration 26Q: 3 clusters Score -4861348 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4861363.500000 Penalty: 4993.993652
	Iteration 27Q: 3 clusters Score -4861364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -4861375.500000 Penalty: 4993.993652
	Iteration 28Q: 3 clusters Score -4861376 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -4861395.500000 Penalty: 4993.993652
	Iteration 29Q: 3 clusters Score -4861396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -4861436.500000 Penalty: 4993.993652
	Iteration 30Q: 3 clusters Score -4861436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -4861444.000000 Penalty: 4993.993652
	Iteration 31Q: 3 clusters Score -4861444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4861467.000000 Penalty: 4993.993652
	Iteration 32Q: 3 clusters Score -4861467 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -4861492.500000 Penalty: 4993.993652
	Iteration 33Q: 3 clusters Score -4861492 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4861509.000000 Penalty: 4993.993652
	Iteration 34Q: 3 clusters Score -4861509 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4861515.500000 Penalty: 4993.993652
	Iteration 35Q: 3 clusters Score -4861516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4861546.500000 Penalty: 4993.993652
	Iteration 36Q: 3 clusters Score -4861546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4861566.500000 Penalty: 4993.993652
	Iteration 37Q: 3 clusters Score -4861566 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4861572.500000 Penalty: 4993.993652
	Iteration 38Q: 3 clusters Score -4861572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4861593.500000 Penalty: 4993.993652
	Iteration 39Q: 3 clusters Score -4861594 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -4861596.000000 Penalty: 4993.993652
	Iteration 40F: 3 clusters Score -4861596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4861600.500000 Penalty: 4993.993652
	Iteration 41Q: 3 clusters Score -4861600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4861607.500000 Penalty: 4993.993652
	Iteration 42Q: 3 clusters Score -4861608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -4861618.500000 Penalty: 4993.993652
	Iteration 43Q: 3 clusters Score -4861618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4861618.500000 Penalty: 4993.993652
	Iteration 44Q: 3 clusters Score -4861618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4861629.500000 Penalty: 4993.993652
	Iteration 45Q: 3 clusters Score -4861630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4861645.000000 Penalty: 4993.993652
	Iteration 46Q: 3 clusters Score -4861645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4861651.000000 Penalty: 4993.993652
	Iteration 47Q: 3 clusters Score -4861651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4861656.500000 Penalty: 4993.993652
	Iteration 48Q: 3 clusters Score -4861656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4861646.500000 Penalty: 4993.993652
	Iteration 49Q: 3 clusters Score -4861646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4861652.500000 Penalty: 4993.993652
	Iteration 50Q: 3 clusters Score -4861652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4861661.500000 Penalty: 4993.993652
	Iteration 51Q: 3 clusters Score -4861662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4861656.500000 Penalty: 4993.993652
	Iteration 52Q: 3 clusters Score -4861656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4861656.500000 Penalty: 4993.993652
	Iteration 53Q: 3 clusters Score -4861656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4861652.000000 Penalty: 4993.993652
	Iteration 54Q: 3 clusters Score -4861652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4861644.000000 Penalty: 4993.993652
	Iteration 55Q: 3 clusters Score -4861644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4861654.000000 Penalty: 4993.993652
	Iteration 56Q: 3 clusters Score -4861654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4861654.500000 Penalty: 4993.993652
	Iteration 57Q: 3 clusters Score -4861654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4861660.500000 Penalty: 4993.993652
	Iteration 58Q: 3 clusters Score -4861660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -4861660.500000 Penalty: 4993.993652
	Iteration 59F: 3 clusters Score -4861660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Entering Unmasked Estep 
Score: -5223533.000000 Penalty: 2536.479980
	Iteration 0F: 2 clusters Score -5223533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -5204775.500000 Penalty: 5072.959961
	Iteration 0F: 3 clusters Score -5204776 nChanged 12474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5211540.000000 Penalty: 5072.959961
	Iteration 1F: 3 clusters Score -5211540 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -5211886.000000 Penalty: 5072.959961
	Iteration 2Q: 3 clusters Score -5211886 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5212120.500000 Penalty: 5072.959961
	Iteration 3Q: 3 clusters Score -5212120 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5212363.500000 Penalty: 5072.959961
	Iteration 4Q: 3 clusters Score -5212364 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5212556.500000 Penalty: 5072.959961
	Iteration 5Q: 3 clusters Score -5212556 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5212710.500000 Penalty: 5072.959961
	Iteration 6Q: 3 clusters Score -5212710 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -5212862.000000 Penalty: 5072.959961
	Iteration 7Q: 3 clusters Score -5212862 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -5213014.000000 Penalty: 5072.959961
	Iteration 8Q: 3 clusters Score -5213014 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -5213178.000000 Penalty: 5072.959961
	Iteration 9Q: 3 clusters Score -5213178 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5213403.500000 Penalty: 5072.959961
	Iteration 10Q: 3 clusters Score -5213404 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -5213694.500000 Penalty: 5072.959961
	Iteration 11Q: 3 clusters Score -5213694 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5214121.000000 Penalty: 5072.959961
	Iteration 12Q: 3 clusters Score -5214121 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -5214725.000000 Penalty: 5072.959961
	Iteration 13Q: 3 clusters Score -5214725 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -5215574.000000 Penalty: 5072.959961
	Iteration 14F: 3 clusters Score -5215574 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -5216656.500000 Penalty: 5072.959961
	Iteration 15F: 3 clusters Score -5216656 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5217905.500000 Penalty: 5072.959961
	Iteration 16F: 3 clusters Score -5217906 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5219145.500000 Penalty: 5072.959961
	Iteration 17F: 3 clusters Score -5219146 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5220038.000000 Penalty: 5072.959961
	Iteration 18Q: 3 clusters Score -5220038 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5220653.500000 Penalty: 5072.959961
	Iteration 19Q: 3 clusters Score -5220654 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5220940.000000 Penalty: 5072.959961
	Iteration 20F: 3 clusters Score -5220940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5221083.000000 Penalty: 5072.959961
	Iteration 21Q: 3 clusters Score -5221083 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5221176.500000 Penalty: 5072.959961
	Iteration 22Q: 3 clusters Score -5221176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5221233.000000 Penalty: 5072.959961
	Iteration 23Q: 3 clusters Score -5221233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5221272.500000 Penalty: 5072.959961
	Iteration 24Q: 3 clusters Score -5221272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5221289.500000 Penalty: 5072.959961
	Iteration 25Q: 3 clusters Score -5221290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -5221303.000000 Penalty: 5072.959961
	Iteration 26Q: 3 clusters Score -5221303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5221314.000000 Penalty: 5072.959961
	Iteration 27Q: 3 clusters Score -5221314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5221316.500000 Penalty: 5072.959961
	Iteration 28Q: 3 clusters Score -5221316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -5221322.000000 Penalty: 5072.959961
	Iteration 29Q: 3 clusters Score -5221322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5221333.000000 Penalty: 5072.959961
	Iteration 30Q: 3 clusters Score -5221333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5221345.500000 Penalty: 5072.959961
	Iteration 31Q: 3 clusters Score -5221346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5221353.000000 Penalty: 5072.959961
	Iteration 32Q: 3 clusters Score -5221353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -5221357.500000 Penalty: 5072.959961
	Iteration 33Q: 3 clusters Score -5221358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5221364.000000 Penalty: 5072.959961
	Iteration 34Q: 3 clusters Score -5221364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5221364.500000 Penalty: 5072.959961
	Iteration 35Q: 3 clusters Score -5221364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5221360.000000 Penalty: 5072.959961
	Iteration 36Q: 3 clusters Score -5221360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -5221362.000000 Penalty: 5072.959961
	Iteration 37Q: 3 clusters Score -5221362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5221365.500000 Penalty: 5072.959961
	Iteration 38Q: 3 clusters Score -5221366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5221367.500000 Penalty: 5072.959961
	Iteration 39Q: 3 clusters Score -5221368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -5221364.500000 Penalty: 5072.959961
	Iteration 40F: 3 clusters Score -5221364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5221367.500000 Penalty: 5072.959961
	Iteration 41Q: 3 clusters Score -5221368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -5221368.000000 Penalty: 5072.959961
	Iteration 42Q: 3 clusters Score -5221368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5221368.000000 Penalty: 5072.959961
	Iteration 43Q: 3 clusters Score -5221368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5221373.000000 Penalty: 5072.959961
	Iteration 44Q: 3 clusters Score -5221373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5221373.500000 Penalty: 5072.959961
	Iteration 45Q: 3 clusters Score -5221374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5221373.500000 Penalty: 5072.959961
	Iteration 46F: 3 clusters Score -5221374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -2390309.250000 Penalty: 2327.575684
	Iteration 0F: 2 clusters Score -2390309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2381478.750000 Penalty: 4655.151367
	Iteration 0F: 3 clusters Score -2381479 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2384177.500000 Penalty: 4655.151367
	Iteration 1F: 3 clusters Score -2384178 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2384462.750000 Penalty: 4655.151367
	Iteration 2F: 3 clusters Score -2384463 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2384757.500000 Penalty: 4655.151367
	Iteration 3Q: 3 clusters Score -2384758 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -2385034.500000 Penalty: 4655.151367
	Iteration 4Q: 3 clusters Score -2385034 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2385326.250000 Penalty: 4655.151367
	Iteration 5Q: 3 clusters Score -2385326 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2385673.750000 Penalty: 4655.151367
	Iteration 6Q: 3 clusters Score -2385674 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2386077.750000 Penalty: 4655.151367
	Iteration 7Q: 3 clusters Score -2386078 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2386591.250000 Penalty: 4655.151367
	Iteration 8F: 3 clusters Score -2386591 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2387083.500000 Penalty: 4655.151367
	Iteration 9Q: 3 clusters Score -2387084 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2387495.000000 Penalty: 4655.151367
	Iteration 10Q: 3 clusters Score -2387495 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2387776.500000 Penalty: 4655.151367
	Iteration 11Q: 3 clusters Score -2387776 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2387951.000000 Penalty: 4655.151367
	Iteration 12Q: 3 clusters Score -2387951 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2388060.250000 Penalty: 4655.151367
	Iteration 13Q: 3 clusters Score -2388060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2388127.000000 Penalty: 4655.151367
	Iteration 14Q: 3 clusters Score -2388127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2388168.250000 Penalty: 4655.151367
	Iteration 15Q: 3 clusters Score -2388168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2388217.250000 Penalty: 4655.151367
	Iteration 16Q: 3 clusters Score -2388217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -2388236.250000 Penalty: 4655.151367
	Iteration 17Q: 3 clusters Score -2388236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2388249.750000 Penalty: 4655.151367
	Iteration 18Q: 3 clusters Score -2388250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2388263.250000 Penalty: 4655.151367
	Iteration 19Q: 3 clusters Score -2388263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2388277.750000 Penalty: 4655.151367
	Iteration 20F: 3 clusters Score -2388278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2388283.500000 Penalty: 4655.151367
	Iteration 21Q: 3 clusters Score -2388284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2388283.500000 Penalty: 4655.151367
	Iteration 22F: 3 clusters Score -2388284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (26476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Entering Unmasked Estep 
Score: -5145040.500000 Penalty: 2525.630615
	Iteration 0F: 2 clusters Score -5145040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -5127193.500000 Penalty: 5051.261230
	Iteration 0F: 3 clusters Score -5127194 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5133532.500000 Penalty: 5051.261230
	Iteration 1F: 3 clusters Score -5133532 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5134012.500000 Penalty: 5051.261230
	Iteration 2Q: 3 clusters Score -5134012 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -5134368.000000 Penalty: 5051.261230
	Iteration 3Q: 3 clusters Score -5134368 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -5134728.000000 Penalty: 5051.261230
	Iteration 4Q: 3 clusters Score -5134728 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -5135161.500000 Penalty: 5051.261230
	Iteration 5Q: 3 clusters Score -5135162 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5135662.000000 Penalty: 5051.261230
	Iteration 6Q: 3 clusters Score -5135662 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -5136217.500000 Penalty: 5051.261230
	Iteration 7Q: 3 clusters Score -5136218 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -5136925.000000 Penalty: 5051.261230
	Iteration 8Q: 3 clusters Score -5136925 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -5137840.500000 Penalty: 5051.261230
	Iteration 9F: 3 clusters Score -5137840 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -5138894.000000 Penalty: 5051.261230
	Iteration 10F: 3 clusters Score -5138894 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5140037.000000 Penalty: 5051.261230
	Iteration 11Q: 3 clusters Score -5140037 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5141086.000000 Penalty: 5051.261230
	Iteration 12Q: 3 clusters Score -5141086 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5141771.000000 Penalty: 5051.261230
	Iteration 13Q: 3 clusters Score -5141771 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5142197.000000 Penalty: 5051.261230
	Iteration 14Q: 3 clusters Score -5142197 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5142453.500000 Penalty: 5051.261230
	Iteration 15Q: 3 clusters Score -5142454 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5142565.000000 Penalty: 5051.261230
	Iteration 16Q: 3 clusters Score -5142565 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5142640.000000 Penalty: 5051.261230
	Iteration 17Q: 3 clusters Score -5142640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5142724.000000 Penalty: 5051.261230
	Iteration 18Q: 3 clusters Score -5142724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5142775.500000 Penalty: 5051.261230
	Iteration 19Q: 3 clusters Score -5142776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5142806.000000 Penalty: 5051.261230
	Iteration 20F: 3 clusters Score -5142806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5142824.500000 Penalty: 5051.261230
	Iteration 21Q: 3 clusters Score -5142824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5142834.000000 Penalty: 5051.261230
	Iteration 22Q: 3 clusters Score -5142834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5142849.000000 Penalty: 5051.261230
	Iteration 23Q: 3 clusters Score -5142849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5142854.500000 Penalty: 5051.261230
	Iteration 24Q: 3 clusters Score -5142854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5142870.000000 Penalty: 5051.261230
	Iteration 25Q: 3 clusters Score -5142870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5142878.000000 Penalty: 5051.261230
	Iteration 26Q: 3 clusters Score -5142878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5142881.500000 Penalty: 5051.261230
	Iteration 27Q: 3 clusters Score -5142882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5142887.500000 Penalty: 5051.261230
	Iteration 28Q: 3 clusters Score -5142888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5142886.500000 Penalty: 5051.261230
	Iteration 29Q: 3 clusters Score -5142886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5142885.000000 Penalty: 5051.261230
	Iteration 30Q: 3 clusters Score -5142885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5142884.000000 Penalty: 5051.261230
	Iteration 31Q: 3 clusters Score -5142884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5142884.000000 Penalty: 5051.261230
	Iteration 32F: 3 clusters Score -5142884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -92809.835938 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -92809.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91254.023438 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -91254.02 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91464.031250 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -91464.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91514.812500 Penalty: 3098.068848
	Iteration 2Q: 3 clusters Score -91514.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91525.054688 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -91525.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91540.335938 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -91540.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91549.726562 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -91549.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91554.679688 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -91554.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91572.148438 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -91572.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91572.148438 Penalty: 3098.068848
	Iteration 8F: 3 clusters Score -91572.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (45608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Entering Unmasked Estep 
Score: -8538971.000000 Penalty: 2660.503906
	Iteration 0F: 2 clusters Score -8538971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8510015.000000 Penalty: 5321.007812
	Iteration 0F: 3 clusters Score -8510015 nChanged 20871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -8521611.000000 Penalty: 5321.007812
	Iteration 1F: 3 clusters Score -8521611 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -8522061.000000 Penalty: 5321.007812
	Iteration 2Q: 3 clusters Score -8522061 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -8522522.000000 Penalty: 5321.007812
	Iteration 3Q: 3 clusters Score -8522522 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -8523219.000000 Penalty: 5321.007812
	Iteration 4Q: 3 clusters Score -8523219 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -8524082.000000 Penalty: 5321.007812
	Iteration 5Q: 3 clusters Score -8524082 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -8525348.000000 Penalty: 5321.007812
	Iteration 6F: 3 clusters Score -8525348 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8527319.000000 Penalty: 5321.007812
	Iteration 7F: 3 clusters Score -8527319 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -8529846.000000 Penalty: 5321.007812
	Iteration 8F: 3 clusters Score -8529846 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -8532423.000000 Penalty: 5321.007812
	Iteration 9F: 3 clusters Score -8532423 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -8534451.000000 Penalty: 5321.007812
	Iteration 10F: 3 clusters Score -8534451 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -8535472.000000 Penalty: 5321.007812
	Iteration 11Q: 3 clusters Score -8535472 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8535994.000000 Penalty: 5321.007812
	Iteration 12Q: 3 clusters Score -8535994 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8536269.000000 Penalty: 5321.007812
	Iteration 13Q: 3 clusters Score -8536269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8536414.000000 Penalty: 5321.007812
	Iteration 14Q: 3 clusters Score -8536414 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8536477.000000 Penalty: 5321.007812
	Iteration 15Q: 3 clusters Score -8536477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8536511.000000 Penalty: 5321.007812
	Iteration 16Q: 3 clusters Score -8536511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8536523.000000 Penalty: 5321.007812
	Iteration 17Q: 3 clusters Score -8536523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8536557.000000 Penalty: 5321.007812
	Iteration 18Q: 3 clusters Score -8536557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8536570.000000 Penalty: 5321.007812
	Iteration 19Q: 3 clusters Score -8536570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -8536583.000000 Penalty: 5321.007812
	Iteration 20F: 3 clusters Score -8536583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8536588.000000 Penalty: 5321.007812
	Iteration 21Q: 3 clusters Score -8536588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8536592.000000 Penalty: 5321.007812
	Iteration 22Q: 3 clusters Score -8536592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8536594.000000 Penalty: 5321.007812
	Iteration 23Q: 3 clusters Score -8536594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8536598.000000 Penalty: 5321.007812
	Iteration 24Q: 3 clusters Score -8536598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8536597.000000 Penalty: 5321.007812
	Iteration 25Q: 3 clusters Score -8536597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8536597.000000 Penalty: 5321.007812
	Iteration 26F: 3 clusters Score -8536597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -218759.718750 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -218759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -216749.859375 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -216749.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -217014.968750 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -217015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217121.921875 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -217121.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -217184.250000 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -217184.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -217235.000000 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -217235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -217291.078125 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -217291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -217342.578125 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -217342.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -217382.437500 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -217382.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -217434.656250 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -217434.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -217490.609375 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -217490.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -217546.921875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -217546.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -217602.734375 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -217602.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -217645.500000 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -217645.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -217680.828125 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -217680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217708.125000 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -217708.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -217726.218750 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -217726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -217743.453125 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -217743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -217749.671875 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -217749.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -217750.578125 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -217750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -217751.265625 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -217751.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -217752.500000 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -217752.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -217755.968750 Penalty: 3479.793213
	Iteration 21Q: 3 clusters Score -217756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -217760.281250 Penalty: 3479.793213
	Iteration 22Q: 3 clusters Score -217760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -217761.703125 Penalty: 3479.793213
	Iteration 23Q: 3 clusters Score -217761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -217762.421875 Penalty: 3479.793213
	Iteration 24Q: 3 clusters Score -217762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -217763.625000 Penalty: 3479.793213
	Iteration 25Q: 3 clusters Score -217763.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -217763.625000 Penalty: 3479.793213
	Iteration 26F: 3 clusters Score -217763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -1440501.250000 Penalty: 2217.373535
	Iteration 0F: 2 clusters Score -1440501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1434365.250000 Penalty: 4434.747070
	Iteration 0F: 3 clusters Score -1434365 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1435993.375000 Penalty: 4434.747070
	Iteration 1F: 3 clusters Score -1435993 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1436243.875000 Penalty: 4434.747070
	Iteration 2F: 3 clusters Score -1436244 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1436387.000000 Penalty: 4434.747070
	Iteration 3Q: 3 clusters Score -1436387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1436493.125000 Penalty: 4434.747070
	Iteration 4Q: 3 clusters Score -1436493 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1436591.375000 Penalty: 4434.747070
	Iteration 5Q: 3 clusters Score -1436591 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1436680.375000 Penalty: 4434.747070
	Iteration 6Q: 3 clusters Score -1436680 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1436776.625000 Penalty: 4434.747070
	Iteration 7Q: 3 clusters Score -1436777 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1436875.500000 Penalty: 4434.747070
	Iteration 8Q: 3 clusters Score -1436876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1436969.750000 Penalty: 4434.747070
	Iteration 9Q: 3 clusters Score -1436970 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1437104.250000 Penalty: 4434.747070
	Iteration 10Q: 3 clusters Score -1437104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1437241.375000 Penalty: 4434.747070
	Iteration 11Q: 3 clusters Score -1437241 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1437416.500000 Penalty: 4434.747070
	Iteration 12Q: 3 clusters Score -1437416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1437608.625000 Penalty: 4434.747070
	Iteration 13Q: 3 clusters Score -1437609 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1437812.750000 Penalty: 4434.747070
	Iteration 14Q: 3 clusters Score -1437813 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1438000.125000 Penalty: 4434.747070
	Iteration 15Q: 3 clusters Score -1438000 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1438146.000000 Penalty: 4434.747070
	Iteration 16Q: 3 clusters Score -1438146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1438252.750000 Penalty: 4434.747070
	Iteration 17Q: 3 clusters Score -1438253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1438348.875000 Penalty: 4434.747070
	Iteration 18Q: 3 clusters Score -1438349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1438422.375000 Penalty: 4434.747070
	Iteration 19Q: 3 clusters Score -1438422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1438473.625000 Penalty: 4434.747070
	Iteration 20F: 3 clusters Score -1438474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1438489.375000 Penalty: 4434.747070
	Iteration 21Q: 3 clusters Score -1438489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1438499.000000 Penalty: 4434.747070
	Iteration 22Q: 3 clusters Score -1438499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1438509.875000 Penalty: 4434.747070
	Iteration 23Q: 3 clusters Score -1438510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1438524.750000 Penalty: 4434.747070
	Iteration 24Q: 3 clusters Score -1438525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1438531.500000 Penalty: 4434.747070
	Iteration 25Q: 3 clusters Score -1438532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1438532.000000 Penalty: 4434.747070
	Iteration 26Q: 3 clusters Score -1438532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1438534.875000 Penalty: 4434.747070
	Iteration 27Q: 3 clusters Score -1438535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1438536.625000 Penalty: 4434.747070
	Iteration 28Q: 3 clusters Score -1438537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1438536.625000 Penalty: 4434.747070
	Iteration 29F: 3 clusters Score -1438537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Entering Unmasked Estep 
Score: -5288614.000000 Penalty: 2530.748047
	Iteration 0F: 2 clusters Score -5288614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5270883.000000 Penalty: 5061.496094
	Iteration 0F: 3 clusters Score -5270883 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5277456.000000 Penalty: 5061.496094
	Iteration 1F: 3 clusters Score -5277456 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5277884.000000 Penalty: 5061.496094
	Iteration 2Q: 3 clusters Score -5277884 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5278186.000000 Penalty: 5061.496094
	Iteration 3Q: 3 clusters Score -5278186 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5278425.500000 Penalty: 5061.496094
	Iteration 4Q: 3 clusters Score -5278426 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -5278649.500000 Penalty: 5061.496094
	Iteration 5Q: 3 clusters Score -5278650 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5278828.000000 Penalty: 5061.496094
	Iteration 6Q: 3 clusters Score -5278828 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5278998.500000 Penalty: 5061.496094
	Iteration 7Q: 3 clusters Score -5278998 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5279169.500000 Penalty: 5061.496094
	Iteration 8Q: 3 clusters Score -5279170 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -5279407.000000 Penalty: 5061.496094
	Iteration 9Q: 3 clusters Score -5279407 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5279685.500000 Penalty: 5061.496094
	Iteration 10Q: 3 clusters Score -5279686 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -5280007.500000 Penalty: 5061.496094
	Iteration 11Q: 3 clusters Score -5280008 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -5280442.000000 Penalty: 5061.496094
	Iteration 12Q: 3 clusters Score -5280442 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5280955.000000 Penalty: 5061.496094
	Iteration 13Q: 3 clusters Score -5280955 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -5281591.500000 Penalty: 5061.496094
	Iteration 14Q: 3 clusters Score -5281592 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5282150.000000 Penalty: 5061.496094
	Iteration 15Q: 3 clusters Score -5282150 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5282587.000000 Penalty: 5061.496094
	Iteration 16Q: 3 clusters Score -5282587 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -5283147.500000 Penalty: 5061.496094
	Iteration 17Q: 3 clusters Score -5283148 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -5283644.500000 Penalty: 5061.496094
	Iteration 18Q: 3 clusters Score -5283644 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -5284004.000000 Penalty: 5061.496094
	Iteration 19Q: 3 clusters Score -5284004 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5284357.500000 Penalty: 5061.496094
	Iteration 20F: 3 clusters Score -5284358 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5284697.000000 Penalty: 5061.496094
	Iteration 21Q: 3 clusters Score -5284697 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -5284951.500000 Penalty: 5061.496094
	Iteration 22Q: 3 clusters Score -5284952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -5285200.000000 Penalty: 5061.496094
	Iteration 23Q: 3 clusters Score -5285200 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -5285409.000000 Penalty: 5061.496094
	Iteration 24Q: 3 clusters Score -5285409 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5285570.000000 Penalty: 5061.496094
	Iteration 25Q: 3 clusters Score -5285570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5285766.500000 Penalty: 5061.496094
	Iteration 26Q: 3 clusters Score -5285766 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5285879.500000 Penalty: 5061.496094
	Iteration 27Q: 3 clusters Score -5285880 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5285999.000000 Penalty: 5061.496094
	Iteration 28Q: 3 clusters Score -5285999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5286094.500000 Penalty: 5061.496094
	Iteration 29Q: 3 clusters Score -5286094 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -5286157.000000 Penalty: 5061.496094
	Iteration 30Q: 3 clusters Score -5286157 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5286226.500000 Penalty: 5061.496094
	Iteration 31Q: 3 clusters Score -5286226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5286278.000000 Penalty: 5061.496094
	Iteration 32Q: 3 clusters Score -5286278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -5286351.500000 Penalty: 5061.496094
	Iteration 33Q: 3 clusters Score -5286352 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5286388.500000 Penalty: 5061.496094
	Iteration 34Q: 3 clusters Score -5286388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5286436.000000 Penalty: 5061.496094
	Iteration 35Q: 3 clusters Score -5286436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5286445.000000 Penalty: 5061.496094
	Iteration 36Q: 3 clusters Score -5286445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -5286465.500000 Penalty: 5061.496094
	Iteration 37Q: 3 clusters Score -5286466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5286470.000000 Penalty: 5061.496094
	Iteration 38Q: 3 clusters Score -5286470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -5286478.500000 Penalty: 5061.496094
	Iteration 39Q: 3 clusters Score -5286478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -5286504.000000 Penalty: 5061.496094
	Iteration 40F: 3 clusters Score -5286504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5286511.500000 Penalty: 5061.496094
	Iteration 41Q: 3 clusters Score -5286512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5286520.000000 Penalty: 5061.496094
	Iteration 42Q: 3 clusters Score -5286520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5286523.000000 Penalty: 5061.496094
	Iteration 43Q: 3 clusters Score -5286523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -5286531.000000 Penalty: 5061.496094
	Iteration 44Q: 3 clusters Score -5286531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -5286529.000000 Penalty: 5061.496094
	Iteration 45Q: 3 clusters Score -5286529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5286528.500000 Penalty: 5061.496094
	Iteration 46Q: 3 clusters Score -5286528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -5286528.000000 Penalty: 5061.496094
	Iteration 47Q: 3 clusters Score -5286528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5286530.500000 Penalty: 5061.496094
	Iteration 48Q: 3 clusters Score -5286530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5286530.000000 Penalty: 5061.496094
	Iteration 49Q: 3 clusters Score -5286530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5286529.500000 Penalty: 5061.496094
	Iteration 50Q: 3 clusters Score -5286530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5286540.000000 Penalty: 5061.496094
	Iteration 51Q: 3 clusters Score -5286540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5286547.000000 Penalty: 5061.496094
	Iteration 52Q: 3 clusters Score -5286547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5286547.500000 Penalty: 5061.496094
	Iteration 53Q: 3 clusters Score -5286548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -5286552.000000 Penalty: 5061.496094
	Iteration 54Q: 3 clusters Score -5286552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5286556.000000 Penalty: 5061.496094
	Iteration 55Q: 3 clusters Score -5286556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5286556.000000 Penalty: 5061.496094
	Iteration 56Q: 3 clusters Score -5286556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5286555.500000 Penalty: 5061.496094
	Iteration 57Q: 3 clusters Score -5286556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5286554.000000 Penalty: 5061.496094
	Iteration 58Q: 3 clusters Score -5286554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -5286549.500000 Penalty: 5061.496094
	Iteration 59Q: 3 clusters Score -5286550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -5286550.500000 Penalty: 5061.496094
	Iteration 60F: 3 clusters Score -5286550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5286560.000000 Penalty: 5061.496094
	Iteration 61Q: 3 clusters Score -5286560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5286556.000000 Penalty: 5061.496094
	Iteration 62Q: 3 clusters Score -5286556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5286554.500000 Penalty: 5061.496094
	Iteration 63Q: 3 clusters Score -5286554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5286554.500000 Penalty: 5061.496094
	Iteration 64F: 3 clusters Score -5286554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -22955.519531 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -22955.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22038.839844 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -22038.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22128.564453 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -22128.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22134.773438 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -22134.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22146.341797 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -22146.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22146.341797 Penalty: 2547.355957
	Iteration 4F: 3 clusters Score -22146.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Entering Unmasked Estep 
Score: -3375342.250000 Penalty: 2417.026123
	Iteration 0F: 2 clusters Score -3375342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3363256.000000 Penalty: 4834.052246
	Iteration 0F: 3 clusters Score -3363256 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3367146.750000 Penalty: 4834.052246
	Iteration 1F: 3 clusters Score -3367147 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3367555.500000 Penalty: 4834.052246
	Iteration 2F: 3 clusters Score -3367556 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3367855.750000 Penalty: 4834.052246
	Iteration 3Q: 3 clusters Score -3367856 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3368131.750000 Penalty: 4834.052246
	Iteration 4Q: 3 clusters Score -3368132 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -3368403.750000 Penalty: 4834.052246
	Iteration 5Q: 3 clusters Score -3368404 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3368691.250000 Penalty: 4834.052246
	Iteration 6Q: 3 clusters Score -3368691 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3369080.750000 Penalty: 4834.052246
	Iteration 7Q: 3 clusters Score -3369081 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3369620.250000 Penalty: 4834.052246
	Iteration 8F: 3 clusters Score -3369620 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -3370265.250000 Penalty: 4834.052246
	Iteration 9F: 3 clusters Score -3370265 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3371012.250000 Penalty: 4834.052246
	Iteration 10F: 3 clusters Score -3371012 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3371708.750000 Penalty: 4834.052246
	Iteration 11Q: 3 clusters Score -3371709 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3372230.750000 Penalty: 4834.052246
	Iteration 12Q: 3 clusters Score -3372231 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3372637.500000 Penalty: 4834.052246
	Iteration 13Q: 3 clusters Score -3372638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3372890.750000 Penalty: 4834.052246
	Iteration 14Q: 3 clusters Score -3372891 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3373019.750000 Penalty: 4834.052246
	Iteration 15Q: 3 clusters Score -3373020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3373111.250000 Penalty: 4834.052246
	Iteration 16Q: 3 clusters Score -3373111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3373168.000000 Penalty: 4834.052246
	Iteration 17Q: 3 clusters Score -3373168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3373190.250000 Penalty: 4834.052246
	Iteration 18Q: 3 clusters Score -3373190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3373204.750000 Penalty: 4834.052246
	Iteration 19Q: 3 clusters Score -3373205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3373214.000000 Penalty: 4834.052246
	Iteration 20F: 3 clusters Score -3373214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3373219.000000 Penalty: 4834.052246
	Iteration 21Q: 3 clusters Score -3373219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3373217.250000 Penalty: 4834.052246
	Iteration 22Q: 3 clusters Score -3373217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3373220.500000 Penalty: 4834.052246
	Iteration 23Q: 3 clusters Score -3373220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3373220.500000 Penalty: 4834.052246
	Iteration 24F: 3 clusters Score -3373220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -182868.093750 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -182868.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -180911.750000 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -180911.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181218.359375 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -181218.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -181294.078125 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -181294.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181353.734375 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -181353.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -181416.531250 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -181416.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -181460.031250 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -181460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -181489.203125 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -181489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -181502.468750 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -181502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181526.906250 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -181526.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181550.343750 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -181550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181571.562500 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -181571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181597.343750 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -181597.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181615.906250 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -181615.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -181635.343750 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -181635.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -181659.343750 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -181659.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -181687.734375 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -181687.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -181712.734375 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -181712.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -181758.218750 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -181758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181811.140625 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -181811.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181849.281250 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -181849.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181901.546875 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -181901.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182038.734375 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -182038.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182164.718750 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -182164.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -182282.921875 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -182282.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182427.234375 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -182427.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182590.234375 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -182590.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182772.656250 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -182772.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182917.812500 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -182917.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183000.312500 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -183000.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -183061.531250 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -183061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -183085.968750 Penalty: 3438.494141
	Iteration 30Q: 3 clusters Score -183086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -183096.375000 Penalty: 3438.494141
	Iteration 31Q: 3 clusters Score -183096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183099.500000 Penalty: 3438.494141
	Iteration 32Q: 3 clusters Score -183099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -183100.625000 Penalty: 3438.494141
	Iteration 33Q: 3 clusters Score -183100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -183101.156250 Penalty: 3438.494141
	Iteration 34Q: 3 clusters Score -183101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -183101.156250 Penalty: 3438.494141
	Iteration 35F: 3 clusters Score -183101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 426 members 
Mstep: Class 42 contains 29808 members 
Mstep: Class 43 contains 27378 members 
Mstep: Class 44 contains 29576 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27924 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Mstep: Class 52 contains 599 members 
Entering Unmasked Estep 
Score: -177440384.000000 Penalty: 177150.437500
Splitting cluster 41 changes total score from -177441280.000000 to -177440384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (29808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Entering Unmasked Estep 
Score: -6170053.500000 Penalty: 2555.028076
	Iteration 0F: 2 clusters Score -6170054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -6155880.500000 Penalty: 5110.056152
	Iteration 0F: 3 clusters Score -6155880 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -6163209.000000 Penalty: 5110.056152
	Iteration 1F: 3 clusters Score -6163209 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -6163742.000000 Penalty: 5110.056152
	Iteration 2F: 3 clusters Score -6163742 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -6164305.000000 Penalty: 5110.056152
	Iteration 3Q: 3 clusters Score -6164305 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -6164845.500000 Penalty: 5110.056152
	Iteration 4Q: 3 clusters Score -6164846 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -6165330.000000 Penalty: 5110.056152
	Iteration 5Q: 3 clusters Score -6165330 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -6165853.500000 Penalty: 5110.056152
	Iteration 6Q: 3 clusters Score -6165854 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -6166286.500000 Penalty: 5110.056152
	Iteration 7F: 3 clusters Score -6166286 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -6167070.500000 Penalty: 5110.056152
	Iteration 8F: 3 clusters Score -6167070 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -6168105.000000 Penalty: 5110.056152
	Iteration 9F: 3 clusters Score -6168105 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -6168959.500000 Penalty: 5110.056152
	Iteration 10F: 3 clusters Score -6168960 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -6169371.000000 Penalty: 5110.056152
	Iteration 11Q: 3 clusters Score -6169371 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -6169512.000000 Penalty: 5110.056152
	Iteration 12Q: 3 clusters Score -6169512 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -6169594.500000 Penalty: 5110.056152
	Iteration 13Q: 3 clusters Score -6169594 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -6169605.000000 Penalty: 5110.056152
	Iteration 14Q: 3 clusters Score -6169605 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -6169594.500000 Penalty: 5110.056152
	Iteration 15Q: 3 clusters Score -6169594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6169605.000000 Penalty: 5110.056152
	Iteration 16Q: 3 clusters Score -6169605 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -6169658.500000 Penalty: 5110.056152
	Iteration 17Q: 3 clusters Score -6169658 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6169780.000000 Penalty: 5110.056152
	Iteration 18Q: 3 clusters Score -6169780 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -6169900.500000 Penalty: 5110.056152
	Iteration 19Q: 3 clusters Score -6169900 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -6170068.500000 Penalty: 5110.056152
	Iteration 20F: 3 clusters Score -6170068 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -6170242.500000 Penalty: 5110.056152
	Iteration 21Q: 3 clusters Score -6170242 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -6170498.000000 Penalty: 5110.056152
	Iteration 22Q: 3 clusters Score -6170498 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -6170871.500000 Penalty: 5110.056152
	Iteration 23Q: 3 clusters Score -6170872 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -6171281.500000 Penalty: 5110.056152
	Iteration 24Q: 3 clusters Score -6171282 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -6171681.500000 Penalty: 5110.056152
	Iteration 25Q: 3 clusters Score -6171682 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -6172074.000000 Penalty: 5110.056152
	Iteration 26Q: 3 clusters Score -6172074 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -6172432.000000 Penalty: 5110.056152
	Iteration 27Q: 3 clusters Score -6172432 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -6172711.500000 Penalty: 5110.056152
	Iteration 28Q: 3 clusters Score -6172712 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6172942.500000 Penalty: 5110.056152
	Iteration 29Q: 3 clusters Score -6172942 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -6173127.000000 Penalty: 5110.056152
	Iteration 30Q: 3 clusters Score -6173127 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6173222.000000 Penalty: 5110.056152
	Iteration 31Q: 3 clusters Score -6173222 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -6173285.500000 Penalty: 5110.056152
	Iteration 32Q: 3 clusters Score -6173286 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -6173321.500000 Penalty: 5110.056152
	Iteration 33Q: 3 clusters Score -6173322 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -6173362.000000 Penalty: 5110.056152
	Iteration 34Q: 3 clusters Score -6173362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6173386.500000 Penalty: 5110.056152
	Iteration 35Q: 3 clusters Score -6173386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -6173383.000000 Penalty: 5110.056152
	Iteration 36Q: 3 clusters Score -6173383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -6173417.500000 Penalty: 5110.056152
	Iteration 37Q: 3 clusters Score -6173418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -6173397.500000 Penalty: 5110.056152
	Iteration 38Q: 3 clusters Score -6173398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -6173385.000000 Penalty: 5110.056152
	Iteration 39Q: 3 clusters Score -6173385 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6173394.000000 Penalty: 5110.056152
	Iteration 40F: 3 clusters Score -6173394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -6173391.000000 Penalty: 5110.056152
	Iteration 41Q: 3 clusters Score -6173391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -6173406.500000 Penalty: 5110.056152
	Iteration 42Q: 3 clusters Score -6173406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6173405.000000 Penalty: 5110.056152
	Iteration 43Q: 3 clusters Score -6173405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -6173413.500000 Penalty: 5110.056152
	Iteration 44Q: 3 clusters Score -6173414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6173432.500000 Penalty: 5110.056152
	Iteration 45Q: 3 clusters Score -6173432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -6173420.500000 Penalty: 5110.056152
	Iteration 46Q: 3 clusters Score -6173420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -6173414.500000 Penalty: 5110.056152
	Iteration 47Q: 3 clusters Score -6173414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -6173415.500000 Penalty: 5110.056152
	Iteration 48Q: 3 clusters Score -6173416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -6173417.500000 Penalty: 5110.056152
	Iteration 49Q: 3 clusters Score -6173418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -6173421.500000 Penalty: 5110.056152
	Iteration 50Q: 3 clusters Score -6173422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6173427.000000 Penalty: 5110.056152
	Iteration 51Q: 3 clusters Score -6173427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -6173420.000000 Penalty: 5110.056152
	Iteration 52Q: 3 clusters Score -6173420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6173412.000000 Penalty: 5110.056152
	Iteration 53Q: 3 clusters Score -6173412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6173416.500000 Penalty: 5110.056152
	Iteration 54Q: 3 clusters Score -6173416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -6173425.000000 Penalty: 5110.056152
	Iteration 55Q: 3 clusters Score -6173425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6173408.000000 Penalty: 5110.056152
	Iteration 56Q: 3 clusters Score -6173408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -6173410.500000 Penalty: 5110.056152
	Iteration 57Q: 3 clusters Score -6173410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -6173418.500000 Penalty: 5110.056152
	Iteration 58Q: 3 clusters Score -6173418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -6173409.000000 Penalty: 5110.056152
	Iteration 59Q: 3 clusters Score -6173409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -6173403.000000 Penalty: 5110.056152
	Iteration 60F: 3 clusters Score -6173403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -6173410.500000 Penalty: 5110.056152
	Iteration 61Q: 3 clusters Score -6173410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -6173416.500000 Penalty: 5110.056152
	Iteration 62Q: 3 clusters Score -6173416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6173411.000000 Penalty: 5110.056152
	Iteration 63Q: 3 clusters Score -6173411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -6173411.000000 Penalty: 5110.056152
	Iteration 64F: 3 clusters Score -6173411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 11489 members 
Mstep: Class 43 contains 27378 members 
Mstep: Class 44 contains 29576 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27924 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Mstep: Class 52 contains 18319 members 
Entering Unmasked Estep 
Score: -177443424.000000 Penalty: 177150.437500
Splitting cluster 42 changes total score from -177441280.000000 to -177443424.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 43 (27378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Entering Unmasked Estep 
Score: -5610542.000000 Penalty: 2533.938721
	Iteration 0F: 2 clusters Score -5610542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5594847.500000 Penalty: 5067.877441
	Iteration 0F: 3 clusters Score -5594848 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5601433.000000 Penalty: 5067.877441
	Iteration 1F: 3 clusters Score -5601433 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5601836.500000 Penalty: 5067.877441
	Iteration 2Q: 3 clusters Score -5601836 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5602171.500000 Penalty: 5067.877441
	Iteration 3Q: 3 clusters Score -5602172 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5602429.500000 Penalty: 5067.877441
	Iteration 4Q: 3 clusters Score -5602430 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5602748.000000 Penalty: 5067.877441
	Iteration 5Q: 3 clusters Score -5602748 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -5603128.000000 Penalty: 5067.877441
	Iteration 6Q: 3 clusters Score -5603128 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -5603626.000000 Penalty: 5067.877441
	Iteration 7Q: 3 clusters Score -5603626 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5604282.500000 Penalty: 5067.877441
	Iteration 8Q: 3 clusters Score -5604282 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5605167.000000 Penalty: 5067.877441
	Iteration 9F: 3 clusters Score -5605167 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5606233.500000 Penalty: 5067.877441
	Iteration 10F: 3 clusters Score -5606234 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -5607496.500000 Penalty: 5067.877441
	Iteration 11F: 3 clusters Score -5607496 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -5608709.000000 Penalty: 5067.877441
	Iteration 12F: 3 clusters Score -5608709 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5609436.500000 Penalty: 5067.877441
	Iteration 13F: 3 clusters Score -5609436 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -5609857.500000 Penalty: 5067.877441
	Iteration 14Q: 3 clusters Score -5609858 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -5610063.500000 Penalty: 5067.877441
	Iteration 15Q: 3 clusters Score -5610064 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -5610231.500000 Penalty: 5067.877441
	Iteration 16Q: 3 clusters Score -5610232 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -5610403.000000 Penalty: 5067.877441
	Iteration 17Q: 3 clusters Score -5610403 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -5610530.500000 Penalty: 5067.877441
	Iteration 18Q: 3 clusters Score -5610530 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5610642.000000 Penalty: 5067.877441
	Iteration 19Q: 3 clusters Score -5610642 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5610736.000000 Penalty: 5067.877441
	Iteration 20F: 3 clusters Score -5610736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5610779.500000 Penalty: 5067.877441
	Iteration 21Q: 3 clusters Score -5610780 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -5610822.500000 Penalty: 5067.877441
	Iteration 22Q: 3 clusters Score -5610822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -5610844.000000 Penalty: 5067.877441
	Iteration 23Q: 3 clusters Score -5610844 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5610849.000000 Penalty: 5067.877441
	Iteration 24Q: 3 clusters Score -5610849 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -5610842.500000 Penalty: 5067.877441
	Iteration 25Q: 3 clusters Score -5610842 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5610845.500000 Penalty: 5067.877441
	Iteration 26Q: 3 clusters Score -5610846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5610820.500000 Penalty: 5067.877441
	Iteration 27Q: 3 clusters Score -5610820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5610803.500000 Penalty: 5067.877441
	Iteration 28Q: 3 clusters Score -5610804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -5610788.500000 Penalty: 5067.877441
	Iteration 29Q: 3 clusters Score -5610788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5610760.500000 Penalty: 5067.877441
	Iteration 30Q: 3 clusters Score -5610760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -5610765.500000 Penalty: 5067.877441
	Iteration 31Q: 3 clusters Score -5610766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -5610752.000000 Penalty: 5067.877441
	Iteration 32Q: 3 clusters Score -5610752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5610746.500000 Penalty: 5067.877441
	Iteration 33Q: 3 clusters Score -5610746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -5610734.000000 Penalty: 5067.877441
	Iteration 34Q: 3 clusters Score -5610734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5610727.000000 Penalty: 5067.877441
	Iteration 35Q: 3 clusters Score -5610727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -5610718.000000 Penalty: 5067.877441
	Iteration 36Q: 3 clusters Score -5610718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -5610695.000000 Penalty: 5067.877441
	Iteration 37Q: 3 clusters Score -5610695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -5610684.000000 Penalty: 5067.877441
	Iteration 38Q: 3 clusters Score -5610684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -5610670.500000 Penalty: 5067.877441
	Iteration 39Q: 3 clusters Score -5610670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -5610662.500000 Penalty: 5067.877441
	Iteration 40F: 3 clusters Score -5610662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -5610661.000000 Penalty: 5067.877441
	Iteration 41Q: 3 clusters Score -5610661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -5610644.000000 Penalty: 5067.877441
	Iteration 42Q: 3 clusters Score -5610644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -5610637.000000 Penalty: 5067.877441
	Iteration 43Q: 3 clusters Score -5610637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -5610632.500000 Penalty: 5067.877441
	Iteration 44Q: 3 clusters Score -5610632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -5610638.500000 Penalty: 5067.877441
	Iteration 45Q: 3 clusters Score -5610638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5610635.500000 Penalty: 5067.877441
	Iteration 46Q: 3 clusters Score -5610636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -5610627.500000 Penalty: 5067.877441
	Iteration 47Q: 3 clusters Score -5610628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -5610628.000000 Penalty: 5067.877441
	Iteration 48Q: 3 clusters Score -5610628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5610628.500000 Penalty: 5067.877441
	Iteration 49Q: 3 clusters Score -5610628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5610623.000000 Penalty: 5067.877441
	Iteration 50Q: 3 clusters Score -5610623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -5610621.000000 Penalty: 5067.877441
	Iteration 51Q: 3 clusters Score -5610621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5610623.000000 Penalty: 5067.877441
	Iteration 52Q: 3 clusters Score -5610623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5610625.000000 Penalty: 5067.877441
	Iteration 53Q: 3 clusters Score -5610625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -5610625.000000 Penalty: 5067.877441
	Iteration 54F: 3 clusters Score -5610625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 11489 members 
Mstep: Class 43 contains 17006 members 
Mstep: Class 44 contains 29576 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27924 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Mstep: Class 52 contains 18319 members 
Mstep: Class 53 contains 10372 members 
Entering Unmasked Estep 
Score: -177442912.000000 Penalty: 180557.171875
Splitting cluster 43 changes total score from -177441280.000000 to -177442912.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 44 (29576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Entering Unmasked Estep 
Score: -6088813.000000 Penalty: 2553.090332
	Iteration 0F: 2 clusters Score -6088813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -6074124.000000 Penalty: 5106.180664
	Iteration 0F: 3 clusters Score -6074124 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6081285.000000 Penalty: 5106.180664
	Iteration 1F: 3 clusters Score -6081285 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -6081728.500000 Penalty: 5106.180664
	Iteration 2F: 3 clusters Score -6081728 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -6082001.500000 Penalty: 5106.180664
	Iteration 3Q: 3 clusters Score -6082002 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -6082309.000000 Penalty: 5106.180664
	Iteration 4Q: 3 clusters Score -6082309 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -6082542.500000 Penalty: 5106.180664
	Iteration 5Q: 3 clusters Score -6082542 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -6082748.000000 Penalty: 5106.180664
	Iteration 6Q: 3 clusters Score -6082748 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -6083028.500000 Penalty: 5106.180664
	Iteration 7Q: 3 clusters Score -6083028 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -6083261.500000 Penalty: 5106.180664
	Iteration 8Q: 3 clusters Score -6083262 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -6083592.000000 Penalty: 5106.180664
	Iteration 9Q: 3 clusters Score -6083592 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -6083886.500000 Penalty: 5106.180664
	Iteration 10Q: 3 clusters Score -6083886 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -6084218.000000 Penalty: 5106.180664
	Iteration 11Q: 3 clusters Score -6084218 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6084554.000000 Penalty: 5106.180664
	Iteration 12Q: 3 clusters Score -6084554 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -6084907.000000 Penalty: 5106.180664
	Iteration 13Q: 3 clusters Score -6084907 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -6085349.500000 Penalty: 5106.180664
	Iteration 14Q: 3 clusters Score -6085350 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -6085787.000000 Penalty: 5106.180664
	Iteration 15Q: 3 clusters Score -6085787 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -6086241.000000 Penalty: 5106.180664
	Iteration 16Q: 3 clusters Score -6086241 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -6086660.500000 Penalty: 5106.180664
	Iteration 17Q: 3 clusters Score -6086660 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -6086867.500000 Penalty: 5106.180664
	Iteration 18Q: 3 clusters Score -6086868 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -6087026.500000 Penalty: 5106.180664
	Iteration 19Q: 3 clusters Score -6087026 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -6087176.000000 Penalty: 5106.180664
	Iteration 20F: 3 clusters Score -6087176 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6087262.000000 Penalty: 5106.180664
	Iteration 21Q: 3 clusters Score -6087262 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -6087386.500000 Penalty: 5106.180664
	Iteration 22Q: 3 clusters Score -6087386 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6087457.500000 Penalty: 5106.180664
	Iteration 23Q: 3 clusters Score -6087458 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6087577.500000 Penalty: 5106.180664
	Iteration 24Q: 3 clusters Score -6087578 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -6087696.000000 Penalty: 5106.180664
	Iteration 25Q: 3 clusters Score -6087696 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6087726.000000 Penalty: 5106.180664
	Iteration 26Q: 3 clusters Score -6087726 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -6087882.500000 Penalty: 5106.180664
	Iteration 27Q: 3 clusters Score -6087882 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -6087949.000000 Penalty: 5106.180664
	Iteration 28Q: 3 clusters Score -6087949 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -6088092.500000 Penalty: 5106.180664
	Iteration 29Q: 3 clusters Score -6088092 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -6088221.000000 Penalty: 5106.180664
	Iteration 30Q: 3 clusters Score -6088221 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6088379.000000 Penalty: 5106.180664
	Iteration 31Q: 3 clusters Score -6088379 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6088566.000000 Penalty: 5106.180664
	Iteration 32Q: 3 clusters Score -6088566 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -6088680.000000 Penalty: 5106.180664
	Iteration 33Q: 3 clusters Score -6088680 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -6088877.500000 Penalty: 5106.180664
	Iteration 34Q: 3 clusters Score -6088878 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -6089051.500000 Penalty: 5106.180664
	Iteration 35Q: 3 clusters Score -6089052 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -6089285.500000 Penalty: 5106.180664
	Iteration 36Q: 3 clusters Score -6089286 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -6089590.500000 Penalty: 5106.180664
	Iteration 37Q: 3 clusters Score -6089590 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -6089860.500000 Penalty: 5106.180664
	Iteration 38Q: 3 clusters Score -6089860 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -6090099.500000 Penalty: 5106.180664
	Iteration 39Q: 3 clusters Score -6090100 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -6090223.500000 Penalty: 5106.180664
	Iteration 40F: 3 clusters Score -6090224 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -6090410.000000 Penalty: 5106.180664
	Iteration 41Q: 3 clusters Score -6090410 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -6090515.500000 Penalty: 5106.180664
	Iteration 42Q: 3 clusters Score -6090516 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -6090539.500000 Penalty: 5106.180664
	Iteration 43Q: 3 clusters Score -6090540 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -6090517.500000 Penalty: 5106.180664
	Iteration 44Q: 3 clusters Score -6090518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -6090478.000000 Penalty: 5106.180664
	Iteration 45Q: 3 clusters Score -6090478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -6090486.500000 Penalty: 5106.180664
	Iteration 46Q: 3 clusters Score -6090486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -6090478.000000 Penalty: 5106.180664
	Iteration 47Q: 3 clusters Score -6090478 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -6090480.500000 Penalty: 5106.180664
	Iteration 48Q: 3 clusters Score -6090480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6090490.000000 Penalty: 5106.180664
	Iteration 49Q: 3 clusters Score -6090490 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -6090504.000000 Penalty: 5106.180664
	Iteration 50Q: 3 clusters Score -6090504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -6090506.000000 Penalty: 5106.180664
	Iteration 51Q: 3 clusters Score -6090506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -6090526.000000 Penalty: 5106.180664
	Iteration 52Q: 3 clusters Score -6090526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -6090527.000000 Penalty: 5106.180664
	Iteration 53Q: 3 clusters Score -6090527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -6090540.500000 Penalty: 5106.180664
	Iteration 54Q: 3 clusters Score -6090540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -6090545.000000 Penalty: 5106.180664
	Iteration 55Q: 3 clusters Score -6090545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -6090526.500000 Penalty: 5106.180664
	Iteration 56Q: 3 clusters Score -6090526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -6090508.500000 Penalty: 5106.180664
	Iteration 57Q: 3 clusters Score -6090508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6090505.000000 Penalty: 5106.180664
	Iteration 58Q: 3 clusters Score -6090505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6090513.000000 Penalty: 5106.180664
	Iteration 59Q: 3 clusters Score -6090513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -6090500.000000 Penalty: 5106.180664
	Iteration 60F: 3 clusters Score -6090500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -6090491.000000 Penalty: 5106.180664
	Iteration 61Q: 3 clusters Score -6090491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -6090494.500000 Penalty: 5106.180664
	Iteration 62Q: 3 clusters Score -6090494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -6090492.000000 Penalty: 5106.180664
	Iteration 63Q: 3 clusters Score -6090492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -6090491.000000 Penalty: 5106.180664
	Iteration 64Q: 3 clusters Score -6090491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -6090495.000000 Penalty: 5106.180664
	Iteration 65Q: 3 clusters Score -6090495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -6090490.000000 Penalty: 5106.180664
	Iteration 66Q: 3 clusters Score -6090490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6090492.000000 Penalty: 5106.180664
	Iteration 67Q: 3 clusters Score -6090492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6090493.500000 Penalty: 5106.180664
	Iteration 68Q: 3 clusters Score -6090494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -6090503.500000 Penalty: 5106.180664
	Iteration 69Q: 3 clusters Score -6090504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -6090497.500000 Penalty: 5106.180664
	Iteration 70Q: 3 clusters Score -6090498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -6090484.500000 Penalty: 5106.180664
	Iteration 71Q: 3 clusters Score -6090484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -6090480.000000 Penalty: 5106.180664
	Iteration 72Q: 3 clusters Score -6090480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -6090475.500000 Penalty: 5106.180664
	Iteration 73Q: 3 clusters Score -6090476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -6090491.000000 Penalty: 5106.180664
	Iteration 74Q: 3 clusters Score -6090491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -6090490.000000 Penalty: 5106.180664
	Iteration 75Q: 3 clusters Score -6090490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -6090491.500000 Penalty: 5106.180664
	Iteration 76Q: 3 clusters Score -6090492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -6090487.500000 Penalty: 5106.180664
	Iteration 77Q: 3 clusters Score -6090488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -6090479.500000 Penalty: 5106.180664
	Iteration 78Q: 3 clusters Score -6090480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6090483.500000 Penalty: 5106.180664
	Iteration 79Q: 3 clusters Score -6090484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6090472.000000 Penalty: 5106.180664
	Iteration 80F: 3 clusters Score -6090472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -6090466.000000 Penalty: 5106.180664
	Iteration 81Q: 3 clusters Score -6090466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -6090464.500000 Penalty: 5106.180664
	Iteration 82Q: 3 clusters Score -6090464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -6090475.500000 Penalty: 5106.180664
	Iteration 83Q: 3 clusters Score -6090476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -6090464.000000 Penalty: 5106.180664
	Iteration 84Q: 3 clusters Score -6090464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -6090455.500000 Penalty: 5106.180664
	Iteration 85Q: 3 clusters Score -6090456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -6090448.000000 Penalty: 5106.180664
	Iteration 86Q: 3 clusters Score -6090448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -6090452.500000 Penalty: 5106.180664
	Iteration 87Q: 3 clusters Score -6090452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -6090442.000000 Penalty: 5106.180664
	Iteration 88Q: 3 clusters Score -6090442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -6090434.500000 Penalty: 5106.180664
	Iteration 89Q: 3 clusters Score -6090434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6090432.000000 Penalty: 5106.180664
	Iteration 90Q: 3 clusters Score -6090432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -6090425.500000 Penalty: 5106.180664
	Iteration 91Q: 3 clusters Score -6090426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -6090428.000000 Penalty: 5106.180664
	Iteration 92Q: 3 clusters Score -6090428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -6090434.500000 Penalty: 5106.180664
	Iteration 93Q: 3 clusters Score -6090434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -6090433.000000 Penalty: 5106.180664
	Iteration 94Q: 3 clusters Score -6090433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -6090433.000000 Penalty: 5106.180664
	Iteration 95F: 3 clusters Score -6090433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 11489 members 
Mstep: Class 43 contains 17006 members 
Mstep: Class 44 contains 19495 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 27924 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Mstep: Class 52 contains 18319 members 
Mstep: Class 53 contains 10372 members 
Mstep: Class 54 contains 10081 members 
Entering Unmasked Estep 
Score: -177444336.000000 Penalty: 183963.921875
Splitting cluster 44 changes total score from -177441280.000000 to -177444336.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 45 (4074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Entering Unmasked Estep 
Score: -777050.187500 Penalty: 2061.470459
	Iteration 0F: 2 clusters Score -777050.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -773080.312500 Penalty: 4122.940918
	Iteration 0F: 3 clusters Score -773080.3 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -773980.125000 Penalty: 4122.940918
	Iteration 1F: 3 clusters Score -773980.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -774192.625000 Penalty: 4122.940918
	Iteration 2F: 3 clusters Score -774192.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -774324.375000 Penalty: 4122.940918
	Iteration 3F: 3 clusters Score -774324.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -774413.687500 Penalty: 4122.940918
	Iteration 4Q: 3 clusters Score -774413.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -774469.812500 Penalty: 4122.940918
	Iteration 5Q: 3 clusters Score -774469.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -774509.687500 Penalty: 4122.940918
	Iteration 6Q: 3 clusters Score -774509.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -774542.937500 Penalty: 4122.940918
	Iteration 7Q: 3 clusters Score -774542.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -774571.937500 Penalty: 4122.940918
	Iteration 8Q: 3 clusters Score -774571.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -774591.187500 Penalty: 4122.940918
	Iteration 9Q: 3 clusters Score -774591.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -774609.500000 Penalty: 4122.940918
	Iteration 10Q: 3 clusters Score -774609.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -774629.500000 Penalty: 4122.940918
	Iteration 11Q: 3 clusters Score -774629.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -774655.000000 Penalty: 4122.940918
	Iteration 12Q: 3 clusters Score -774655 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -774679.312500 Penalty: 4122.940918
	Iteration 13Q: 3 clusters Score -774679.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -774705.000000 Penalty: 4122.940918
	Iteration 14Q: 3 clusters Score -774705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -774727.000000 Penalty: 4122.940918
	Iteration 15Q: 3 clusters Score -774727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -774744.250000 Penalty: 4122.940918
	Iteration 16Q: 3 clusters Score -774744.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -774765.625000 Penalty: 4122.940918
	Iteration 17Q: 3 clusters Score -774765.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -774789.187500 Penalty: 4122.940918
	Iteration 18Q: 3 clusters Score -774789.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -774808.875000 Penalty: 4122.940918
	Iteration 19Q: 3 clusters Score -774808.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -774826.000000 Penalty: 4122.940918
	Iteration 20F: 3 clusters Score -774826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -774837.125000 Penalty: 4122.940918
	Iteration 21Q: 3 clusters Score -774837.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -774845.937500 Penalty: 4122.940918
	Iteration 22Q: 3 clusters Score -774845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -774857.875000 Penalty: 4122.940918
	Iteration 23Q: 3 clusters Score -774857.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -774867.500000 Penalty: 4122.940918
	Iteration 24Q: 3 clusters Score -774867.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -774879.875000 Penalty: 4122.940918
	Iteration 25Q: 3 clusters Score -774879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -774887.812500 Penalty: 4122.940918
	Iteration 26Q: 3 clusters Score -774887.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -774900.375000 Penalty: 4122.940918
	Iteration 27Q: 3 clusters Score -774900.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -774913.062500 Penalty: 4122.940918
	Iteration 28Q: 3 clusters Score -774913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -774921.125000 Penalty: 4122.940918
	Iteration 29Q: 3 clusters Score -774921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -774924.687500 Penalty: 4122.940918
	Iteration 30Q: 3 clusters Score -774924.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -774932.312500 Penalty: 4122.940918
	Iteration 31Q: 3 clusters Score -774932.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -774937.125000 Penalty: 4122.940918
	Iteration 32Q: 3 clusters Score -774937.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -774940.062500 Penalty: 4122.940918
	Iteration 33Q: 3 clusters Score -774940.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -774945.437500 Penalty: 4122.940918
	Iteration 34Q: 3 clusters Score -774945.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -774950.250000 Penalty: 4122.940918
	Iteration 35Q: 3 clusters Score -774950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -774953.937500 Penalty: 4122.940918
	Iteration 36Q: 3 clusters Score -774953.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -774957.125000 Penalty: 4122.940918
	Iteration 37Q: 3 clusters Score -774957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -774958.250000 Penalty: 4122.940918
	Iteration 38Q: 3 clusters Score -774958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -774960.500000 Penalty: 4122.940918
	Iteration 39Q: 3 clusters Score -774960.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -774960.812500 Penalty: 4122.940918
	Iteration 40F: 3 clusters Score -774960.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -774964.750000 Penalty: 4122.940918
	Iteration 41Q: 3 clusters Score -774964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -774964.750000 Penalty: 4122.940918
	Iteration 42Q: 3 clusters Score -774964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -774965.812500 Penalty: 4122.940918
	Iteration 43Q: 3 clusters Score -774965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -774967.375000 Penalty: 4122.940918
	Iteration 44Q: 3 clusters Score -774967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -774967.375000 Penalty: 4122.940918
	Iteration 45F: 3 clusters Score -774967.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Entering Unmasked Estep 
Score: -15408.810547 Penalty: 1170.187622
	Iteration 0F: 2 clusters Score -15408.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -14768.231445 Penalty: 2340.375244
	Iteration 0F: 3 clusters Score -14768.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -14800.219727 Penalty: 2340.375244
	Iteration 1F: 3 clusters Score -14800.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Entering Unmasked Estep 
Score: -5776409.500000 Penalty: 2538.835938
	Iteration 0F: 2 clusters Score -5776410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5761658.000000 Penalty: 5077.671875
	Iteration 0F: 3 clusters Score -5761658 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5768350.500000 Penalty: 5077.671875
	Iteration 1F: 3 clusters Score -5768350 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -5768879.000000 Penalty: 5077.671875
	Iteration 2F: 3 clusters Score -5768879 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -5769279.500000 Penalty: 5077.671875
	Iteration 3Q: 3 clusters Score -5769280 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5769640.500000 Penalty: 5077.671875
	Iteration 4Q: 3 clusters Score -5769640 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -5769986.000000 Penalty: 5077.671875
	Iteration 5Q: 3 clusters Score -5769986 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5770331.000000 Penalty: 5077.671875
	Iteration 6Q: 3 clusters Score -5770331 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -5770645.000000 Penalty: 5077.671875
	Iteration 7Q: 3 clusters Score -5770645 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5770947.000000 Penalty: 5077.671875
	Iteration 8Q: 3 clusters Score -5770947 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -5771363.500000 Penalty: 5077.671875
	Iteration 9Q: 3 clusters Score -5771364 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5771875.000000 Penalty: 5077.671875
	Iteration 10Q: 3 clusters Score -5771875 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5772486.000000 Penalty: 5077.671875
	Iteration 11Q: 3 clusters Score -5772486 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -5773062.000000 Penalty: 5077.671875
	Iteration 12Q: 3 clusters Score -5773062 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -5773456.500000 Penalty: 5077.671875
	Iteration 13Q: 3 clusters Score -5773456 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -5773676.000000 Penalty: 5077.671875
	Iteration 14Q: 3 clusters Score -5773676 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5773800.500000 Penalty: 5077.671875
	Iteration 15Q: 3 clusters Score -5773800 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -5773801.500000 Penalty: 5077.671875
	Iteration 16Q: 3 clusters Score -5773802 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5773815.000000 Penalty: 5077.671875
	Iteration 17Q: 3 clusters Score -5773815 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -5773827.000000 Penalty: 5077.671875
	Iteration 18Q: 3 clusters Score -5773827 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5773861.500000 Penalty: 5077.671875
	Iteration 19Q: 3 clusters Score -5773862 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5773894.500000 Penalty: 5077.671875
	Iteration 20F: 3 clusters Score -5773894 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5773922.000000 Penalty: 5077.671875
	Iteration 21Q: 3 clusters Score -5773922 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -5773972.000000 Penalty: 5077.671875
	Iteration 22Q: 3 clusters Score -5773972 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -5773964.500000 Penalty: 5077.671875
	Iteration 23Q: 3 clusters Score -5773964 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -5774033.000000 Penalty: 5077.671875
	Iteration 24Q: 3 clusters Score -5774033 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5774037.500000 Penalty: 5077.671875
	Iteration 25Q: 3 clusters Score -5774038 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -5774053.500000 Penalty: 5077.671875
	Iteration 26Q: 3 clusters Score -5774054 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -5774044.500000 Penalty: 5077.671875
	Iteration 27Q: 3 clusters Score -5774044 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5774115.500000 Penalty: 5077.671875
	Iteration 28Q: 3 clusters Score -5774116 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5774154.000000 Penalty: 5077.671875
	Iteration 29Q: 3 clusters Score -5774154 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5774190.000000 Penalty: 5077.671875
	Iteration 30Q: 3 clusters Score -5774190 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -5774229.500000 Penalty: 5077.671875
	Iteration 31Q: 3 clusters Score -5774230 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5774220.500000 Penalty: 5077.671875
	Iteration 32Q: 3 clusters Score -5774220 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -5774183.500000 Penalty: 5077.671875
	Iteration 33Q: 3 clusters Score -5774184 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -5774268.000000 Penalty: 5077.671875
	Iteration 34Q: 3 clusters Score -5774268 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5774330.000000 Penalty: 5077.671875
	Iteration 35Q: 3 clusters Score -5774330 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5774512.000000 Penalty: 5077.671875
	Iteration 36Q: 3 clusters Score -5774512 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5774656.500000 Penalty: 5077.671875
	Iteration 37Q: 3 clusters Score -5774656 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5774839.000000 Penalty: 5077.671875
	Iteration 38Q: 3 clusters Score -5774839 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -5774976.000000 Penalty: 5077.671875
	Iteration 39Q: 3 clusters Score -5774976 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5775109.000000 Penalty: 5077.671875
	Iteration 40F: 3 clusters Score -5775109 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -5775391.000000 Penalty: 5077.671875
	Iteration 41Q: 3 clusters Score -5775391 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -5775626.000000 Penalty: 5077.671875
	Iteration 42Q: 3 clusters Score -5775626 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -5775959.500000 Penalty: 5077.671875
	Iteration 43Q: 3 clusters Score -5775960 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -5776306.000000 Penalty: 5077.671875
	Iteration 44Q: 3 clusters Score -5776306 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5776687.000000 Penalty: 5077.671875
	Iteration 45Q: 3 clusters Score -5776687 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5777006.000000 Penalty: 5077.671875
	Iteration 46Q: 3 clusters Score -5777006 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -5777226.000000 Penalty: 5077.671875
	Iteration 47Q: 3 clusters Score -5777226 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -5777336.500000 Penalty: 5077.671875
	Iteration 48Q: 3 clusters Score -5777336 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -5777396.500000 Penalty: 5077.671875
	Iteration 49Q: 3 clusters Score -5777396 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -5777460.500000 Penalty: 5077.671875
	Iteration 50Q: 3 clusters Score -5777460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5777479.000000 Penalty: 5077.671875
	Iteration 51Q: 3 clusters Score -5777479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -5777515.500000 Penalty: 5077.671875
	Iteration 52Q: 3 clusters Score -5777516 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -5777544.500000 Penalty: 5077.671875
	Iteration 53Q: 3 clusters Score -5777544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -5777541.000000 Penalty: 5077.671875
	Iteration 54Q: 3 clusters Score -5777541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -5777530.000000 Penalty: 5077.671875
	Iteration 55Q: 3 clusters Score -5777530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -5777551.500000 Penalty: 5077.671875
	Iteration 56Q: 3 clusters Score -5777552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5777556.000000 Penalty: 5077.671875
	Iteration 57Q: 3 clusters Score -5777556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -5777564.000000 Penalty: 5077.671875
	Iteration 58Q: 3 clusters Score -5777564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5777560.000000 Penalty: 5077.671875
	Iteration 59Q: 3 clusters Score -5777560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -5777567.500000 Penalty: 5077.671875
	Iteration 60F: 3 clusters Score -5777568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -5777561.000000 Penalty: 5077.671875
	Iteration 61Q: 3 clusters Score -5777561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -5777561.000000 Penalty: 5077.671875
	Iteration 62Q: 3 clusters Score -5777561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5777579.000000 Penalty: 5077.671875
	Iteration 63Q: 3 clusters Score -5777579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5777577.000000 Penalty: 5077.671875
	Iteration 64Q: 3 clusters Score -5777577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5777579.000000 Penalty: 5077.671875
	Iteration 65Q: 3 clusters Score -5777579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -5777580.500000 Penalty: 5077.671875
	Iteration 66Q: 3 clusters Score -5777580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -5777587.000000 Penalty: 5077.671875
	Iteration 67Q: 3 clusters Score -5777587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -5777590.500000 Penalty: 5077.671875
	Iteration 68Q: 3 clusters Score -5777590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5777573.500000 Penalty: 5077.671875
	Iteration 69Q: 3 clusters Score -5777574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5777565.500000 Penalty: 5077.671875
	Iteration 70Q: 3 clusters Score -5777566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5777568.000000 Penalty: 5077.671875
	Iteration 71Q: 3 clusters Score -5777568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5777580.500000 Penalty: 5077.671875
	Iteration 72Q: 3 clusters Score -5777580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -5777586.000000 Penalty: 5077.671875
	Iteration 73Q: 3 clusters Score -5777586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -5777573.000000 Penalty: 5077.671875
	Iteration 74Q: 3 clusters Score -5777573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5777577.500000 Penalty: 5077.671875
	Iteration 75Q: 3 clusters Score -5777578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5777577.500000 Penalty: 5077.671875
	Iteration 76F: 3 clusters Score -5777578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 11489 members 
Mstep: Class 43 contains 17006 members 
Mstep: Class 44 contains 19495 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 17531 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17733 members 
Mstep: Class 52 contains 18319 members 
Mstep: Class 53 contains 10372 members 
Mstep: Class 54 contains 10081 members 
Mstep: Class 55 contains 10393 members 
Entering Unmasked Estep 
Score: -177443936.000000 Penalty: 187370.656250
Splitting cluster 47 changes total score from -177441280.000000 to -177443936.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 48 (24991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Entering Unmasked Estep 
Score: -5146306.000000 Penalty: 2511.315186
	Iteration 0F: 2 clusters Score -5146306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -5131328.500000 Penalty: 5022.630371
	Iteration 0F: 3 clusters Score -5131328 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5137221.500000 Penalty: 5022.630371
	Iteration 1F: 3 clusters Score -5137222 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5137681.000000 Penalty: 5022.630371
	Iteration 2F: 3 clusters Score -5137681 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5138061.000000 Penalty: 5022.630371
	Iteration 3F: 3 clusters Score -5138061 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -5138348.000000 Penalty: 5022.630371
	Iteration 4Q: 3 clusters Score -5138348 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -5138509.500000 Penalty: 5022.630371
	Iteration 5Q: 3 clusters Score -5138510 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5138770.000000 Penalty: 5022.630371
	Iteration 6Q: 3 clusters Score -5138770 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5138964.000000 Penalty: 5022.630371
	Iteration 7Q: 3 clusters Score -5138964 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -5139299.000000 Penalty: 5022.630371
	Iteration 8Q: 3 clusters Score -5139299 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5139663.000000 Penalty: 5022.630371
	Iteration 9Q: 3 clusters Score -5139663 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -5140120.000000 Penalty: 5022.630371
	Iteration 10Q: 3 clusters Score -5140120 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5140820.500000 Penalty: 5022.630371
	Iteration 11Q: 3 clusters Score -5140820 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5141406.500000 Penalty: 5022.630371
	Iteration 12Q: 3 clusters Score -5141406 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5141723.500000 Penalty: 5022.630371
	Iteration 13Q: 3 clusters Score -5141724 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -5141875.000000 Penalty: 5022.630371
	Iteration 14Q: 3 clusters Score -5141875 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -5141923.000000 Penalty: 5022.630371
	Iteration 15Q: 3 clusters Score -5141923 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -5141895.500000 Penalty: 5022.630371
	Iteration 16Q: 3 clusters Score -5141896 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5141933.500000 Penalty: 5022.630371
	Iteration 17Q: 3 clusters Score -5141934 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5141945.500000 Penalty: 5022.630371
	Iteration 18Q: 3 clusters Score -5141946 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -5141973.000000 Penalty: 5022.630371
	Iteration 19Q: 3 clusters Score -5141973 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5141980.500000 Penalty: 5022.630371
	Iteration 20F: 3 clusters Score -5141980 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -5141971.000000 Penalty: 5022.630371
	Iteration 21Q: 3 clusters Score -5141971 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5141997.000000 Penalty: 5022.630371
	Iteration 22Q: 3 clusters Score -5141997 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5142060.500000 Penalty: 5022.630371
	Iteration 23Q: 3 clusters Score -5142060 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -5142075.000000 Penalty: 5022.630371
	Iteration 24Q: 3 clusters Score -5142075 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5142051.500000 Penalty: 5022.630371
	Iteration 25Q: 3 clusters Score -5142052 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -5142007.500000 Penalty: 5022.630371
	Iteration 26Q: 3 clusters Score -5142008 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5142002.000000 Penalty: 5022.630371
	Iteration 27Q: 3 clusters Score -5142002 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5142002.500000 Penalty: 5022.630371
	Iteration 28Q: 3 clusters Score -5142002 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -5141997.000000 Penalty: 5022.630371
	Iteration 29Q: 3 clusters Score -5141997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -5141989.000000 Penalty: 5022.630371
	Iteration 30Q: 3 clusters Score -5141989 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5141968.000000 Penalty: 5022.630371
	Iteration 31Q: 3 clusters Score -5141968 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5141971.000000 Penalty: 5022.630371
	Iteration 32Q: 3 clusters Score -5141971 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -5141957.000000 Penalty: 5022.630371
	Iteration 33Q: 3 clusters Score -5141957 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5141981.500000 Penalty: 5022.630371
	Iteration 34Q: 3 clusters Score -5141982 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -5141948.000000 Penalty: 5022.630371
	Iteration 35Q: 3 clusters Score -5141948 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -5141964.500000 Penalty: 5022.630371
	Iteration 36Q: 3 clusters Score -5141964 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -5141954.000000 Penalty: 5022.630371
	Iteration 37Q: 3 clusters Score -5141954 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5141974 nChanged 205
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5141931.000000 Penalty: 5022.630371
	Iteration 39Q: 3 clusters Score -5141931 nChanged 225
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Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5142013 nChanged 281
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Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5142026 nChanged 303
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Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5142084 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -5142118.500000 Penalty: 5022.630371
	Iteration 43Q: 3 clusters Score -5142118 nChanged 349
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Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5142176 nChanged 354
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Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -5142156.500000 Penalty: 5022.630371
	Iteration 45Q: 3 clusters Score -5142156 nChanged 462
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Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -5142225.000000 Penalty: 5022.630371
	Iteration 46Q: 3 clusters Score -5142225 nChanged 489
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Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5142267 nChanged 553
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Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5142398 nChanged 609
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Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -5142483.000000 Penalty: 5022.630371
	Iteration 49Q: 3 clusters Score -5142483 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5142617.000000 Penalty: 5022.630371
	Iteration 50Q: 3 clusters Score -5142617 nChanged 876
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Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5142644.000000 Penalty: 5022.630371
	Iteration 51Q: 3 clusters Score -5142644 nChanged 1008
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5142492 nChanged 1130
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Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5142182 nChanged 1041
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5142136 nChanged 797
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Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -5141866.500000 Penalty: 5022.630371
	Iteration 55Q: 3 clusters Score -5141866 nChanged 657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7610 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5141606 nChanged 486
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5141506.500000 Penalty: 5022.630371
	Iteration 57Q: 3 clusters Score -5141506 nChanged 366
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Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5141454.500000 Penalty: 5022.630371
	Iteration 58Q: 3 clusters Score -5141454 nChanged 267
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Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5141425 nChanged 206
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -5141848.500000 Penalty: 5022.630371
	Iteration 60F: 3 clusters Score -5141848 nChanged 728
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Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5141935 nChanged 594
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Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5142072 nChanged 507
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Mstep: Class 1 contains 5040 members 
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Entering Unmasked Estep 
Score: -5142173.000000 Penalty: 5022.630371
	Iteration 63Q: 3 clusters Score -5142173 nChanged 400
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Mstep: Class 1 contains 4828 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5142168 nChanged 311
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Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5142149.500000 Penalty: 5022.630371
	Iteration 65Q: 3 clusters Score -5142150 nChanged 214
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Mstep: Class 1 contains 4565 members 
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Entering Unmasked Estep 
Score: -5142159.000000 Penalty: 5022.630371
	Iteration 66Q: 3 clusters Score -5142159 nChanged 183
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	Iteration 67Q: 3 clusters Score -5142166 nChanged 150
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	Iteration 68Q: 3 clusters Score -5142168 nChanged 147
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Mstep: Class 1 contains 4313 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5142164 nChanged 135
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Mstep: Class 1 contains 4268 members 
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	Iteration 70Q: 3 clusters Score -5142148 nChanged 103
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Mstep: Class 1 contains 4217 members 
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Entering Unmasked Estep 
Score: -5142139.000000 Penalty: 5022.630371
	Iteration 71Q: 3 clusters Score -5142139 nChanged 111
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5142134 nChanged 127
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5142130 nChanged 125
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Mstep: Class 1 contains 4070 members 
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	Iteration 74Q: 3 clusters Score -5142134 nChanged 116
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5142167 nChanged 95
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Mstep: Class 1 contains 3971 members 
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	Iteration 76Q: 3 clusters Score -5142173 nChanged 89
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	Iteration 77Q: 3 clusters Score -5142176 nChanged 75
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Mstep: Class 1 contains 3935 members 
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	Iteration 78Q: 3 clusters Score -5142169 nChanged 83
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Mstep: Class 1 contains 3914 members 
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	Iteration 79Q: 3 clusters Score -5142168 nChanged 82
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Mstep: Class 1 contains 3876 members 
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Entering Unmasked Estep 
Score: -5142160.000000 Penalty: 5022.630371
	Iteration 80F: 3 clusters Score -5142160 nChanged 85
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Mstep: Class 1 contains 3851 members 
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	Iteration 81Q: 3 clusters Score -5142162 nChanged 82
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	Iteration 82Q: 3 clusters Score -5142156 nChanged 76
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5142164 nChanged 75
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	Iteration 84Q: 3 clusters Score -5142160 nChanged 63
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	Iteration 85Q: 3 clusters Score -5142178 nChanged 60
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Score: -5142185.500000 Penalty: 5022.630371
	Iteration 86Q: 3 clusters Score -5142186 nChanged 61
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Score: -5142170.000000 Penalty: 5022.630371
	Iteration 87Q: 3 clusters Score -5142170 nChanged 45
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Score: -5142165.000000 Penalty: 5022.630371
	Iteration 88Q: 3 clusters Score -5142165 nChanged 24
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	Iteration 89Q: 3 clusters Score -5142173 nChanged 15
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	Iteration 90Q: 3 clusters Score -5142164 nChanged 17
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	Iteration 91Q: 3 clusters Score -5142157 nChanged 8
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	Iteration 92Q: 3 clusters Score -5142164 nChanged 13
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	Iteration 93Q: 3 clusters Score -5142154 nChanged 9
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	Iteration 94Q: 3 clusters Score -5142145 nChanged 11
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	Iteration 95Q: 3 clusters Score -5142153 nChanged 5
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Mstep: Class 1 contains 3797 members 
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Score: -5142149.500000 Penalty: 5022.630371
	Iteration 96Q: 3 clusters Score -5142150 nChanged 7
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Score: -5142141.500000 Penalty: 5022.630371
	Iteration 97Q: 3 clusters Score -5142142 nChanged 14
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	Iteration 98Q: 3 clusters Score -5142142 nChanged 16
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	Iteration 99Q: 3 clusters Score -5142136 nChanged 22
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Score: -5142132.500000 Penalty: 5022.630371
	Iteration 100F: 3 clusters Score -5142132 nChanged 23
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	Iteration 101Q: 3 clusters Score -5142138 nChanged 29
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Mstep: Class 1 contains 3838 members 
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	Iteration 102Q: 3 clusters Score -5142154 nChanged 33
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	Iteration 103Q: 3 clusters Score -5142148 nChanged 30
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	Iteration 104Q: 3 clusters Score -5142138 nChanged 28
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	Iteration 105Q: 3 clusters Score -5142157 nChanged 23
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	Iteration 106Q: 3 clusters Score -5142148 nChanged 14
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	Iteration 107Q: 3 clusters Score -5142146 nChanged 8
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	Iteration 108Q: 3 clusters Score -5142150 nChanged 7
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	Iteration 109Q: 3 clusters Score -5142146 nChanged 2
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	Iteration 110Q: 3 clusters Score -5142147 nChanged 4
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	Iteration 111Q: 3 clusters Score -5142142 nChanged 6
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	Iteration 112Q: 3 clusters Score -5142144 nChanged 9
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	Iteration 113Q: 3 clusters Score -5142149 nChanged 10
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	Iteration 114Q: 3 clusters Score -5142142 nChanged 16
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	Iteration 115Q: 3 clusters Score -5142150 nChanged 11
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	Iteration 116Q: 3 clusters Score -5142157 nChanged 13
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	Iteration 117Q: 3 clusters Score -5142157 nChanged 9
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	Iteration 118Q: 3 clusters Score -5142153 nChanged 9
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	Iteration 119Q: 3 clusters Score -5142164 nChanged 13
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	Iteration 120F: 3 clusters Score -5142176 nChanged 5
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	Iteration 121Q: 3 clusters Score -5142174 nChanged 2
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	Iteration 122Q: 3 clusters Score -5142180 nChanged 1
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	Iteration 123Q: 3 clusters Score -5142178 nChanged 1
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	Iteration 124Q: 3 clusters Score -5142182 nChanged 2
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	Iteration 125Q: 3 clusters Score -5142184 nChanged 3
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	Iteration 126Q: 3 clusters Score -5142176 nChanged 1
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	Iteration 127Q: 3 clusters Score -5142181 nChanged 0
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Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -5142181.000000 Penalty: 5022.630371
	Iteration 128F: 3 clusters Score -5142181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Entering Unmasked Estep 
Score: -2388097.750000 Penalty: 2328.033203
	Iteration 0F: 2 clusters Score -2388098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2379228.750000 Penalty: 4656.066406
	Iteration 0F: 3 clusters Score -2379229 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2381816.500000 Penalty: 4656.066406
	Iteration 1F: 3 clusters Score -2381816 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2382087.000000 Penalty: 4656.066406
	Iteration 2F: 3 clusters Score -2382087 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2382294.250000 Penalty: 4656.066406
	Iteration 3Q: 3 clusters Score -2382294 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2382456.000000 Penalty: 4656.066406
	Iteration 4Q: 3 clusters Score -2382456 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2382586.000000 Penalty: 4656.066406
	Iteration 5Q: 3 clusters Score -2382586 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2382691.250000 Penalty: 4656.066406
	Iteration 6Q: 3 clusters Score -2382691 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2382818.750000 Penalty: 4656.066406
	Iteration 7Q: 3 clusters Score -2382819 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2382949.750000 Penalty: 4656.066406
	Iteration 8Q: 3 clusters Score -2382950 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2383115.000000 Penalty: 4656.066406
	Iteration 9Q: 3 clusters Score -2383115 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2383322.750000 Penalty: 4656.066406
	Iteration 10Q: 3 clusters Score -2383323 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2383605.500000 Penalty: 4656.066406
	Iteration 11Q: 3 clusters Score -2383606 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2383954.000000 Penalty: 4656.066406
	Iteration 12Q: 3 clusters Score -2383954 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2384332.000000 Penalty: 4656.066406
	Iteration 13Q: 3 clusters Score -2384332 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2384730.750000 Penalty: 4656.066406
	Iteration 14Q: 3 clusters Score -2384731 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2385053.250000 Penalty: 4656.066406
	Iteration 15Q: 3 clusters Score -2385053 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2385323.750000 Penalty: 4656.066406
	Iteration 16Q: 3 clusters Score -2385324 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2385518.250000 Penalty: 4656.066406
	Iteration 17Q: 3 clusters Score -2385518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2385654.750000 Penalty: 4656.066406
	Iteration 18Q: 3 clusters Score -2385655 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2385763.250000 Penalty: 4656.066406
	Iteration 19Q: 3 clusters Score -2385763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2385828.250000 Penalty: 4656.066406
	Iteration 20F: 3 clusters Score -2385828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2385869.750000 Penalty: 4656.066406
	Iteration 21Q: 3 clusters Score -2385870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2385908.000000 Penalty: 4656.066406
	Iteration 22Q: 3 clusters Score -2385908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2385935.750000 Penalty: 4656.066406
	Iteration 23Q: 3 clusters Score -2385936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2385953.750000 Penalty: 4656.066406
	Iteration 24Q: 3 clusters Score -2385954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2385967.500000 Penalty: 4656.066406
	Iteration 25Q: 3 clusters Score -2385968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2385977.500000 Penalty: 4656.066406
	Iteration 26Q: 3 clusters Score -2385978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2385978.750000 Penalty: 4656.066406
	Iteration 27Q: 3 clusters Score -2385979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2385982.500000 Penalty: 4656.066406
	Iteration 28Q: 3 clusters Score -2385982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2385986.750000 Penalty: 4656.066406
	Iteration 29Q: 3 clusters Score -2385987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2385987.250000 Penalty: 4656.066406
	Iteration 30Q: 3 clusters Score -2385987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2385990.250000 Penalty: 4656.066406
	Iteration 31Q: 3 clusters Score -2385990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2385990.250000 Penalty: 4656.066406
	Iteration 32F: 3 clusters Score -2385990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184229.046875 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184229 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184491.562500 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184491.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184565.296875 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184565.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184620.000000 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184657.218750 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184657.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -184679.140625 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184679.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184689.828125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184689.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184707.796875 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184728.953125 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -184746.859375 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -184760.656250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -184767.453125 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -184776.796875 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -184783.640625 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -184788.953125 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184795.781250 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -184801.843750 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -184801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184805.890625 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -184805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -184809.296875 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -184809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -184811.109375 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -184811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -184812.781250 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -184812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -184813.484375 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -184813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -184813.484375 Penalty: 3444.745361
	Iteration 22F: 3 clusters Score -184813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27127 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25825 members 
Mstep: Class 5 contains 31304 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24756 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26490 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 25859 members 
Mstep: Class 14 contains 26269 members 
Mstep: Class 15 contains 21863 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17709 members 
Mstep: Class 18 contains 27548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23954 members 
Mstep: Class 21 contains 35891 members 
Mstep: Class 22 contains 45172 members 
Mstep: Class 23 contains 27486 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45678 members 
Mstep: Class 26 contains 16905 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25701 members 
Mstep: Class 29 contains 25558 members 
Mstep: Class 30 contains 23589 members 
Mstep: Class 31 contains 27660 members 
Mstep: Class 32 contains 11913 members 
Mstep: Class 33 contains 26476 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45608 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7639 members 
Mstep: Class 38 contains 27028 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17087 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 11489 members 
Mstep: Class 43 contains 17006 members 
Mstep: Class 44 contains 19495 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 17531 members 
Mstep: Class 48 contains 24991 members 
Mstep: Class 49 contains 11935 members 
Mstep: Class 50 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177450688.000000 Penalty: 187370.656250
Iteration 119Q: 56 clusters Score -1.774507e+08 nChanged 16489
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27305 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25805 members 
Mstep: Class 5 contains 31006 members 
Mstep: Class 6 contains 6954 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 13424 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26264 members 
Mstep: Class 12 contains 12209 members 
Mstep: Class 13 contains 25954 members 
Mstep: Class 14 contains 26380 members 
Mstep: Class 15 contains 21794 members 
Mstep: Class 16 contains 20889 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 27608 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23839 members 
Mstep: Class 21 contains 36216 members 
Mstep: Class 22 contains 45134 members 
Mstep: Class 23 contains 27900 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 45694 members 
Mstep: Class 26 contains 16770 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 25746 members 
Mstep: Class 29 contains 25426 members 
Mstep: Class 30 contains 23640 members 
Mstep: Class 31 contains 27719 members 
Mstep: Class 32 contains 11309 members 
Mstep: Class 33 contains 26650 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45646 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7635 members 
Mstep: Class 38 contains 27144 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17040 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 12528 members 
Mstep: Class 43 contains 16970 members 
Mstep: Class 44 contains 19820 members 
Mstep: Class 45 contains 4074 members 
Mstep: Class 46 contains 112 members 
Mstep: Class 47 contains 18080 members 
Mstep: Class 48 contains 24979 members 
Mstep: Class 49 contains 11506 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17047 members 
Mstep: Class 52 contains 17393 members 
Mstep: Class 53 contains 10078 members 
Mstep: Class 54 contains 9801 members 
Mstep: Class 55 contains 10374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177452704.000000 Penalty: 187370.656250
Iteration 120F: 56 clusters Score -1.774527e+08 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27250 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 4 contains 25771 members 
Mstep: Class 5 contains 30696 members 
Mstep: Class 6 contains 6949 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24754 members 
Mstep: Class 9 contains 13310 members 
Mstep: Class 10 contains 672 members 
Mstep: Class 11 contains 26141 members 
Mstep: Class 12 contains 13152 members 
Mstep: Class 13 contains 25637 members 
Mstep: Class 14 contains 26329 members 
Mstep: Class 15 contains 21717 members 
Mstep: Class 16 contains 20691 members 
Mstep: Class 17 contains 16911 members 
Mstep: Class 18 contains 27505 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23721 members 
Mstep: Class 21 contains 36569 members 
Mstep: Class 22 contains 45110 members 
Mstep: Class 23 contains 27466 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 45672 members 
Mstep: Class 26 contains 16378 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 25553 members 
Mstep: Class 29 contains 25204 members 
Mstep: Class 30 contains 23738 members 
Mstep: Class 31 contains 27726 members 
Mstep: Class 32 contains 10168 members 
Mstep: Class 33 contains 26468 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45769 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 26808 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16694 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 13400 members 
Mstep: Class 43 contains 16992 members 
Mstep: Class 44 contains 19263 members 
Mstep: Class 45 contains 4069 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 18456 members 
Mstep: Class 48 contains 25009 members 
Mstep: Class 49 contains 10503 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18033 members 
Mstep: Class 52 contains 18074 members 
Mstep: Class 53 contains 10904 members 
Mstep: Class 54 contains 10638 members 
Mstep: Class 55 contains 11204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177455920.000000 Penalty: 187370.656250
Iteration 121Q: 56 clusters Score -1.774559e+08 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27124 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 25782 members 
Mstep: Class 5 contains 30367 members 
Mstep: Class 6 contains 6964 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 673 members 
Mstep: Class 11 contains 26159 members 
Mstep: Class 12 contains 14058 members 
Mstep: Class 13 contains 25295 members 
Mstep: Class 14 contains 26257 members 
Mstep: Class 15 contains 21645 members 
Mstep: Class 16 contains 20452 members 
Mstep: Class 17 contains 16338 members 
Mstep: Class 18 contains 27401 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23657 members 
Mstep: Class 21 contains 36888 members 
Mstep: Class 22 contains 45045 members 
Mstep: Class 23 contains 27052 members 
Mstep: Class 24 contains 2122 members 
Mstep: Class 25 contains 45624 members 
Mstep: Class 26 contains 16142 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 25425 members 
Mstep: Class 29 contains 25000 members 
Mstep: Class 30 contains 23862 members 
Mstep: Class 31 contains 27762 members 
Mstep: Class 32 contains 9404 members 
Mstep: Class 33 contains 26319 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45740 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 26688 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16510 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 14531 members 
Mstep: Class 43 contains 17118 members 
Mstep: Class 44 contains 18697 members 
Mstep: Class 45 contains 4066 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 18887 members 
Mstep: Class 48 contains 24979 members 
Mstep: Class 49 contains 9895 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18588 members 
Mstep: Class 52 contains 18226 members 
Mstep: Class 53 contains 11521 members 
Mstep: Class 54 contains 11277 members 
Mstep: Class 55 contains 11636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456784.000000 Penalty: 187370.656250
Iteration 122Q: 56 clusters Score -1.774568e+08 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27027 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 25791 members 
Mstep: Class 5 contains 30021 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24731 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 11 contains 26172 members 
Mstep: Class 12 contains 14938 members 
Mstep: Class 13 contains 24898 members 
Mstep: Class 14 contains 26214 members 
Mstep: Class 15 contains 21611 members 
Mstep: Class 16 contains 20183 members 
Mstep: Class 17 contains 15774 members 
Mstep: Class 18 contains 27334 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23602 members 
Mstep: Class 21 contains 37132 members 
Mstep: Class 22 contains 44945 members 
Mstep: Class 23 contains 26743 members 
Mstep: Class 24 contains 2123 members 
Mstep: Class 25 contains 45583 members 
Mstep: Class 26 contains 15895 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 25306 members 
Mstep: Class 29 contains 24742 members 
Mstep: Class 30 contains 23977 members 
Mstep: Class 31 contains 27772 members 
Mstep: Class 32 contains 8840 members 
Mstep: Class 33 contains 26210 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45692 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7635 members 
Mstep: Class 38 contains 26660 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16388 members 
Mstep: Class 41 contains 1025 members 
Mstep: Class 42 contains 15600 members 
Mstep: Class 43 contains 17265 members 
Mstep: Class 44 contains 18123 members 
Mstep: Class 45 contains 4061 members 
Mstep: Class 46 contains 117 members 
Mstep: Class 47 contains 19390 members 
Mstep: Class 48 contains 24883 members 
Mstep: Class 49 contains 9482 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18998 members 
Mstep: Class 52 contains 18103 members 
Mstep: Class 53 contains 12178 members 
Mstep: Class 54 contains 11857 members 
Mstep: Class 55 contains 11989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458720.000000 Penalty: 187370.656250
Iteration 123Q: 56 clusters Score -1.774587e+08 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 25835 members 
Mstep: Class 5 contains 29645 members 
Mstep: Class 6 contains 7021 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24733 members 
Mstep: Class 9 contains 13275 members 
Mstep: Class 10 contains 675 members 
Mstep: Class 11 contains 26148 members 
Mstep: Class 12 contains 15673 members 
Mstep: Class 13 contains 24407 members 
Mstep: Class 14 contains 26189 members 
Mstep: Class 15 contains 21570 members 
Mstep: Class 16 contains 19925 members 
Mstep: Class 17 contains 15155 members 
Mstep: Class 18 contains 27301 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23530 members 
Mstep: Class 21 contains 37272 members 
Mstep: Class 22 contains 44790 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 2125 members 
Mstep: Class 25 contains 45572 members 
Mstep: Class 26 contains 15670 members 
Mstep: Class 27 contains 476 members 
Mstep: Class 28 contains 25237 members 
Mstep: Class 29 contains 24547 members 
Mstep: Class 30 contains 24022 members 
Mstep: Class 31 contains 27770 members 
Mstep: Class 32 contains 8423 members 
Mstep: Class 33 contains 26152 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45704 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7631 members 
Mstep: Class 38 contains 26682 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16318 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 16436 members 
Mstep: Class 43 contains 17453 members 
Mstep: Class 44 contains 17750 members 
Mstep: Class 45 contains 4056 members 
Mstep: Class 46 contains 118 members 
Mstep: Class 47 contains 19888 members 
Mstep: Class 48 contains 24655 members 
Mstep: Class 49 contains 9167 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 19204 members 
Mstep: Class 52 contains 18016 members 
Mstep: Class 53 contains 12941 members 
Mstep: Class 54 contains 12454 members 
Mstep: Class 55 contains 12282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459920.000000 Penalty: 187370.656250
Iteration 124Q: 56 clusters Score -1.774599e+08 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 25873 members 
Mstep: Class 5 contains 29307 members 
Mstep: Class 6 contains 7054 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24728 members 
Mstep: Class 9 contains 13263 members 
Mstep: Class 10 contains 676 members 
Mstep: Class 11 contains 26099 members 
Mstep: Class 12 contains 16152 members 
Mstep: Class 13 contains 23975 members 
Mstep: Class 14 contains 26206 members 
Mstep: Class 15 contains 21539 members 
Mstep: Class 16 contains 19628 members 
Mstep: Class 17 contains 14489 members 
Mstep: Class 18 contains 27290 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23468 members 
Mstep: Class 21 contains 37377 members 
Mstep: Class 22 contains 44662 members 
Mstep: Class 23 contains 26499 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 45565 members 
Mstep: Class 26 contains 15478 members 
Mstep: Class 27 contains 478 members 
Mstep: Class 28 contains 25149 members 
Mstep: Class 29 contains 24341 members 
Mstep: Class 30 contains 24043 members 
Mstep: Class 31 contains 27813 members 
Mstep: Class 32 contains 8110 members 
Mstep: Class 33 contains 26118 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45716 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7625 members 
Mstep: Class 38 contains 26642 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16252 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 17053 members 
Mstep: Class 43 contains 17636 members 
Mstep: Class 44 contains 17619 members 
Mstep: Class 45 contains 4059 members 
Mstep: Class 46 contains 117 members 
Mstep: Class 47 contains 20333 members 
Mstep: Class 48 contains 24352 members 
Mstep: Class 49 contains 8924 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 19237 members 
Mstep: Class 52 contains 18030 members 
Mstep: Class 53 contains 13762 members 
Mstep: Class 54 contains 13096 members 
Mstep: Class 55 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461248.000000 Penalty: 187370.656250
Iteration 125Q: 56 clusters Score -1.774612e+08 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26827 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 25941 members 
Mstep: Class 5 contains 28987 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24717 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26031 members 
Mstep: Class 12 contains 16487 members 
Mstep: Class 13 contains 23611 members 
Mstep: Class 14 contains 26189 members 
Mstep: Class 15 contains 21502 members 
Mstep: Class 16 contains 19349 members 
Mstep: Class 17 contains 13833 members 
Mstep: Class 18 contains 27251 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23429 members 
Mstep: Class 21 contains 37470 members 
Mstep: Class 22 contains 44495 members 
Mstep: Class 23 contains 26465 members 
Mstep: Class 24 contains 2126 members 
Mstep: Class 25 contains 45582 members 
Mstep: Class 26 contains 15297 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 25049 members 
Mstep: Class 29 contains 24112 members 
Mstep: Class 30 contains 24031 members 
Mstep: Class 31 contains 27865 members 
Mstep: Class 32 contains 7871 members 
Mstep: Class 33 contains 26098 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45716 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7619 members 
Mstep: Class 38 contains 26617 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16233 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 17575 members 
Mstep: Class 43 contains 17814 members 
Mstep: Class 44 contains 17558 members 
Mstep: Class 45 contains 4057 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 20815 members 
Mstep: Class 48 contains 24004 members 
Mstep: Class 49 contains 8717 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 19098 members 
Mstep: Class 52 contains 18113 members 
Mstep: Class 53 contains 14596 members 
Mstep: Class 54 contains 13696 members 
Mstep: Class 55 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461968.000000 Penalty: 187370.656250
Iteration 126Q: 56 clusters Score -1.77462e+08 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26842 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 25999 members 
Mstep: Class 5 contains 28684 members 
Mstep: Class 6 contains 7109 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24700 members 
Mstep: Class 9 contains 13296 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25946 members 
Mstep: Class 12 contains 16652 members 
Mstep: Class 13 contains 23413 members 
Mstep: Class 14 contains 26193 members 
Mstep: Class 15 contains 21472 members 
Mstep: Class 16 contains 19051 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 27235 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23368 members 
Mstep: Class 21 contains 37570 members 
Mstep: Class 22 contains 44309 members 
Mstep: Class 23 contains 26416 members 
Mstep: Class 24 contains 2127 members 
Mstep: Class 25 contains 45621 members 
Mstep: Class 26 contains 15156 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24971 members 
Mstep: Class 29 contains 23857 members 
Mstep: Class 30 contains 23930 members 
Mstep: Class 31 contains 27975 members 
Mstep: Class 32 contains 7675 members 
Mstep: Class 33 contains 26069 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45640 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7618 members 
Mstep: Class 38 contains 26607 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16202 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 17984 members 
Mstep: Class 43 contains 17963 members 
Mstep: Class 44 contains 17638 members 
Mstep: Class 45 contains 4057 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 21334 members 
Mstep: Class 48 contains 23532 members 
Mstep: Class 49 contains 8543 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18858 members 
Mstep: Class 52 contains 18269 members 
Mstep: Class 53 contains 15409 members 
Mstep: Class 54 contains 14203 members 
Mstep: Class 55 contains 13408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462816.000000 Penalty: 187370.656250
Iteration 127Q: 56 clusters Score -1.774628e+08 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26844 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 26030 members 
Mstep: Class 5 contains 28394 members 
Mstep: Class 6 contains 7127 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24682 members 
Mstep: Class 9 contains 13325 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25915 members 
Mstep: Class 12 contains 16737 members 
Mstep: Class 13 contains 23294 members 
Mstep: Class 14 contains 26198 members 
Mstep: Class 15 contains 21445 members 
Mstep: Class 16 contains 18745 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27199 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23304 members 
Mstep: Class 21 contains 37686 members 
Mstep: Class 22 contains 44197 members 
Mstep: Class 23 contains 26396 members 
Mstep: Class 24 contains 2128 members 
Mstep: Class 25 contains 45687 members 
Mstep: Class 26 contains 15056 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24911 members 
Mstep: Class 29 contains 23678 members 
Mstep: Class 30 contains 23693 members 
Mstep: Class 31 contains 28042 members 
Mstep: Class 32 contains 7545 members 
Mstep: Class 33 contains 26087 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45550 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7623 members 
Mstep: Class 38 contains 26597 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16186 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 18332 members 
Mstep: Class 43 contains 18066 members 
Mstep: Class 44 contains 17756 members 
Mstep: Class 45 contains 4052 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 21817 members 
Mstep: Class 48 contains 23100 members 
Mstep: Class 49 contains 8422 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18481 members 
Mstep: Class 52 contains 18386 members 
Mstep: Class 53 contains 16148 members 
Mstep: Class 54 contains 14614 members 
Mstep: Class 55 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461824.000000 Penalty: 187370.656250
Iteration 128Q: 56 clusters Score -1.774618e+08 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26912 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 28105 members 
Mstep: Class 6 contains 7143 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24661 members 
Mstep: Class 9 contains 13323 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25846 members 
Mstep: Class 12 contains 16750 members 
Mstep: Class 13 contains 23271 members 
Mstep: Class 14 contains 26223 members 
Mstep: Class 15 contains 21396 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 12470 members 
Mstep: Class 18 contains 27139 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23204 members 
Mstep: Class 21 contains 37769 members 
Mstep: Class 22 contains 44125 members 
Mstep: Class 23 contains 26382 members 
Mstep: Class 24 contains 2131 members 
Mstep: Class 25 contains 45708 members 
Mstep: Class 26 contains 14963 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24890 members 
Mstep: Class 29 contains 23494 members 
Mstep: Class 30 contains 23474 members 
Mstep: Class 31 contains 28109 members 
Mstep: Class 32 contains 7428 members 
Mstep: Class 33 contains 26066 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45526 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7626 members 
Mstep: Class 38 contains 26569 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16167 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 18623 members 
Mstep: Class 43 contains 18169 members 
Mstep: Class 44 contains 17950 members 
Mstep: Class 45 contains 4041 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 22301 members 
Mstep: Class 48 contains 22703 members 
Mstep: Class 49 contains 8329 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18019 members 
Mstep: Class 52 contains 18408 members 
Mstep: Class 53 contains 16756 members 
Mstep: Class 54 contains 14912 members 
Mstep: Class 55 contains 14500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462144.000000 Penalty: 187370.656250
Iteration 129Q: 56 clusters Score -1.774621e+08 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26923 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 27810 members 
Mstep: Class 6 contains 7177 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 24622 members 
Mstep: Class 9 contains 13331 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25796 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 13 contains 23270 members 
Mstep: Class 14 contains 26247 members 
Mstep: Class 15 contains 21356 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 27070 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23112 members 
Mstep: Class 21 contains 37905 members 
Mstep: Class 22 contains 44023 members 
Mstep: Class 23 contains 26490 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 45749 members 
Mstep: Class 26 contains 14892 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24854 members 
Mstep: Class 29 contains 23320 members 
Mstep: Class 30 contains 23260 members 
Mstep: Class 31 contains 28159 members 
Mstep: Class 32 contains 7361 members 
Mstep: Class 33 contains 26074 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45468 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7628 members 
Mstep: Class 38 contains 26537 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16168 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 18917 members 
Mstep: Class 43 contains 18280 members 
Mstep: Class 44 contains 18145 members 
Mstep: Class 45 contains 4037 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 22702 members 
Mstep: Class 48 contains 22384 members 
Mstep: Class 49 contains 8251 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17656 members 
Mstep: Class 52 contains 18383 members 
Mstep: Class 53 contains 17272 members 
Mstep: Class 54 contains 15036 members 
Mstep: Class 55 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462336.000000 Penalty: 187370.656250
Iteration 130Q: 56 clusters Score -1.774623e+08 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 26100 members 
Mstep: Class 5 contains 27549 members 
Mstep: Class 6 contains 7206 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 24652 members 
Mstep: Class 9 contains 13352 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25803 members 
Mstep: Class 12 contains 16687 members 
Mstep: Class 13 contains 23275 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 21329 members 
Mstep: Class 16 contains 17989 members 
Mstep: Class 17 contains 12146 members 
Mstep: Class 18 contains 27042 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22974 members 
Mstep: Class 21 contains 38061 members 
Mstep: Class 22 contains 43884 members 
Mstep: Class 23 contains 26508 members 
Mstep: Class 24 contains 2133 members 
Mstep: Class 25 contains 45753 members 
Mstep: Class 26 contains 14855 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24785 members 
Mstep: Class 29 contains 23184 members 
Mstep: Class 30 contains 23074 members 
Mstep: Class 31 contains 28211 members 
Mstep: Class 32 contains 7303 members 
Mstep: Class 33 contains 26091 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45394 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7637 members 
Mstep: Class 38 contains 26547 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16153 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19149 members 
Mstep: Class 43 contains 18399 members 
Mstep: Class 44 contains 18345 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23032 members 
Mstep: Class 48 contains 22118 members 
Mstep: Class 49 contains 8181 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17359 members 
Mstep: Class 52 contains 18354 members 
Mstep: Class 53 contains 17719 members 
Mstep: Class 54 contains 15097 members 
Mstep: Class 55 contains 15516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461440.000000 Penalty: 187370.656250
Iteration 131Q: 56 clusters Score -1.774614e+08 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26901 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 26094 members 
Mstep: Class 5 contains 27283 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 24636 members 
Mstep: Class 9 contains 13359 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25794 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 13 contains 23305 members 
Mstep: Class 14 contains 26252 members 
Mstep: Class 15 contains 21280 members 
Mstep: Class 16 contains 17759 members 
Mstep: Class 17 contains 12064 members 
Mstep: Class 18 contains 26982 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22826 members 
Mstep: Class 21 contains 38217 members 
Mstep: Class 22 contains 43742 members 
Mstep: Class 23 contains 26545 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 45786 members 
Mstep: Class 26 contains 14820 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24742 members 
Mstep: Class 29 contains 22955 members 
Mstep: Class 30 contains 23003 members 
Mstep: Class 31 contains 28263 members 
Mstep: Class 32 contains 7303 members 
Mstep: Class 33 contains 26099 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45383 members 
Mstep: Class 36 contains 1118 members 
Mstep: Class 37 contains 7640 members 
Mstep: Class 38 contains 26604 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16173 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19377 members 
Mstep: Class 43 contains 18525 members 
Mstep: Class 44 contains 18530 members 
Mstep: Class 45 contains 4035 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23289 members 
Mstep: Class 48 contains 21832 members 
Mstep: Class 49 contains 8137 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17272 members 
Mstep: Class 52 contains 18323 members 
Mstep: Class 53 contains 18071 members 
Mstep: Class 54 contains 15095 members 
Mstep: Class 55 contains 15869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461072.000000 Penalty: 187370.656250
Iteration 132Q: 56 clusters Score -1.774611e+08 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 26064 members 
Mstep: Class 5 contains 27067 members 
Mstep: Class 6 contains 7227 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24685 members 
Mstep: Class 9 contains 13390 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25784 members 
Mstep: Class 12 contains 16616 members 
Mstep: Class 13 contains 23365 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 21242 members 
Mstep: Class 16 contains 17560 members 
Mstep: Class 17 contains 12005 members 
Mstep: Class 18 contains 26939 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22697 members 
Mstep: Class 21 contains 38332 members 
Mstep: Class 22 contains 43612 members 
Mstep: Class 23 contains 26590 members 
Mstep: Class 24 contains 2130 members 
Mstep: Class 25 contains 45777 members 
Mstep: Class 26 contains 14807 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24706 members 
Mstep: Class 29 contains 22742 members 
Mstep: Class 30 contains 22978 members 
Mstep: Class 31 contains 28275 members 
Mstep: Class 32 contains 7281 members 
Mstep: Class 33 contains 26049 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45322 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 26645 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16191 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19596 members 
Mstep: Class 43 contains 18657 members 
Mstep: Class 44 contains 18688 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23532 members 
Mstep: Class 48 contains 21508 members 
Mstep: Class 49 contains 8093 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17234 members 
Mstep: Class 52 contains 18249 members 
Mstep: Class 53 contains 18333 members 
Mstep: Class 54 contains 15098 members 
Mstep: Class 55 contains 16225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461392.000000 Penalty: 187370.656250
Iteration 133Q: 56 clusters Score -1.774614e+08 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26931 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 26883 members 
Mstep: Class 6 contains 7267 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24748 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25804 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 23468 members 
Mstep: Class 14 contains 26273 members 
Mstep: Class 15 contains 21184 members 
Mstep: Class 16 contains 17375 members 
Mstep: Class 17 contains 11964 members 
Mstep: Class 18 contains 26912 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22567 members 
Mstep: Class 21 contains 38416 members 
Mstep: Class 22 contains 43577 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 2132 members 
Mstep: Class 25 contains 45774 members 
Mstep: Class 26 contains 14805 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24653 members 
Mstep: Class 29 contains 22481 members 
Mstep: Class 30 contains 22934 members 
Mstep: Class 31 contains 28293 members 
Mstep: Class 32 contains 7271 members 
Mstep: Class 33 contains 26020 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 45137 members 
Mstep: Class 36 contains 1122 members 
Mstep: Class 37 contains 7656 members 
Mstep: Class 38 contains 26660 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16202 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19798 members 
Mstep: Class 43 contains 18759 members 
Mstep: Class 44 contains 18834 members 
Mstep: Class 45 contains 4031 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23687 members 
Mstep: Class 48 contains 21250 members 
Mstep: Class 49 contains 8055 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17310 members 
Mstep: Class 52 contains 18197 members 
Mstep: Class 53 contains 18534 members 
Mstep: Class 54 contains 15102 members 
Mstep: Class 55 contains 16516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461600.000000 Penalty: 187370.656250
Iteration 134Q: 56 clusters Score -1.774616e+08 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26923 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25974 members 
Mstep: Class 5 contains 26708 members 
Mstep: Class 6 contains 7297 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24750 members 
Mstep: Class 9 contains 13450 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25880 members 
Mstep: Class 12 contains 16617 members 
Mstep: Class 13 contains 23575 members 
Mstep: Class 14 contains 26297 members 
Mstep: Class 15 contains 21124 members 
Mstep: Class 16 contains 17196 members 
Mstep: Class 17 contains 11948 members 
Mstep: Class 18 contains 26861 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22415 members 
Mstep: Class 21 contains 38498 members 
Mstep: Class 22 contains 43561 members 
Mstep: Class 23 contains 26700 members 
Mstep: Class 24 contains 2135 members 
Mstep: Class 25 contains 45805 members 
Mstep: Class 26 contains 14817 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24606 members 
Mstep: Class 29 contains 22226 members 
Mstep: Class 30 contains 22953 members 
Mstep: Class 31 contains 28335 members 
Mstep: Class 32 contains 7294 members 
Mstep: Class 33 contains 25977 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 44946 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7669 members 
Mstep: Class 38 contains 26707 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16203 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19961 members 
Mstep: Class 43 contains 18882 members 
Mstep: Class 44 contains 18968 members 
Mstep: Class 45 contains 4030 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23806 members 
Mstep: Class 48 contains 20980 members 
Mstep: Class 49 contains 8043 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17374 members 
Mstep: Class 52 contains 18120 members 
Mstep: Class 53 contains 18673 members 
Mstep: Class 54 contains 15083 members 
Mstep: Class 55 contains 16781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461824.000000 Penalty: 187370.656250
Iteration 135Q: 56 clusters Score -1.774618e+08 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26933 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25944 members 
Mstep: Class 5 contains 26523 members 
Mstep: Class 6 contains 7333 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24768 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25933 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 23681 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 21078 members 
Mstep: Class 16 contains 17011 members 
Mstep: Class 17 contains 11940 members 
Mstep: Class 18 contains 26821 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22276 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 43535 members 
Mstep: Class 23 contains 26793 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 45836 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24529 members 
Mstep: Class 29 contains 22114 members 
Mstep: Class 30 contains 22972 members 
Mstep: Class 31 contains 28383 members 
Mstep: Class 32 contains 7313 members 
Mstep: Class 33 contains 25944 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 44643 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7682 members 
Mstep: Class 38 contains 26724 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16226 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20114 members 
Mstep: Class 43 contains 19018 members 
Mstep: Class 44 contains 19126 members 
Mstep: Class 45 contains 4035 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23807 members 
Mstep: Class 48 contains 20741 members 
Mstep: Class 49 contains 8039 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17505 members 
Mstep: Class 52 contains 18013 members 
Mstep: Class 53 contains 18739 members 
Mstep: Class 54 contains 15052 members 
Mstep: Class 55 contains 16967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461632.000000 Penalty: 187370.656250
Iteration 136Q: 56 clusters Score -1.774616e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25926 members 
Mstep: Class 5 contains 26341 members 
Mstep: Class 6 contains 7361 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24817 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26012 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 23793 members 
Mstep: Class 14 contains 26348 members 
Mstep: Class 15 contains 21034 members 
Mstep: Class 16 contains 16829 members 
Mstep: Class 17 contains 11928 members 
Mstep: Class 18 contains 26763 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22214 members 
Mstep: Class 21 contains 38722 members 
Mstep: Class 22 contains 43524 members 
Mstep: Class 23 contains 26884 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 45864 members 
Mstep: Class 26 contains 14882 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24502 members 
Mstep: Class 29 contains 22032 members 
Mstep: Class 30 contains 23026 members 
Mstep: Class 31 contains 28390 members 
Mstep: Class 32 contains 7323 members 
Mstep: Class 33 contains 25913 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 44233 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7683 members 
Mstep: Class 38 contains 26756 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16252 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20199 members 
Mstep: Class 43 contains 19163 members 
Mstep: Class 44 contains 19282 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23739 members 
Mstep: Class 48 contains 20507 members 
Mstep: Class 49 contains 8041 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17614 members 
Mstep: Class 52 contains 17939 members 
Mstep: Class 53 contains 18778 members 
Mstep: Class 54 contains 15021 members 
Mstep: Class 55 contains 17134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461568.000000 Penalty: 187370.656250
Iteration 137Q: 56 clusters Score -1.774616e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25915 members 
Mstep: Class 5 contains 26156 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26058 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 23877 members 
Mstep: Class 14 contains 26372 members 
Mstep: Class 15 contains 21007 members 
Mstep: Class 16 contains 16653 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 26741 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22177 members 
Mstep: Class 21 contains 38824 members 
Mstep: Class 22 contains 43513 members 
Mstep: Class 23 contains 26941 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 45916 members 
Mstep: Class 26 contains 14891 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24494 members 
Mstep: Class 29 contains 21946 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 28443 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 25895 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 43764 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7687 members 
Mstep: Class 38 contains 26756 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16283 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20287 members 
Mstep: Class 43 contains 19311 members 
Mstep: Class 44 contains 19424 members 
Mstep: Class 45 contains 4028 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23667 members 
Mstep: Class 48 contains 20343 members 
Mstep: Class 49 contains 8054 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17699 members 
Mstep: Class 52 contains 17872 members 
Mstep: Class 53 contains 18780 members 
Mstep: Class 54 contains 15010 members 
Mstep: Class 55 contains 17338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460880.000000 Penalty: 187370.656250
Iteration 138Q: 56 clusters Score -1.774609e+08 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26983 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25883 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24832 members 
Mstep: Class 9 contains 13575 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26091 members 
Mstep: Class 12 contains 16883 members 
Mstep: Class 13 contains 23983 members 
Mstep: Class 14 contains 26402 members 
Mstep: Class 15 contains 20989 members 
Mstep: Class 16 contains 16477 members 
Mstep: Class 17 contains 11899 members 
Mstep: Class 18 contains 26743 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22156 members 
Mstep: Class 21 contains 38937 members 
Mstep: Class 22 contains 43537 members 
Mstep: Class 23 contains 27005 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 45917 members 
Mstep: Class 26 contains 14891 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24514 members 
Mstep: Class 29 contains 21906 members 
Mstep: Class 30 contains 23061 members 
Mstep: Class 31 contains 28538 members 
Mstep: Class 32 contains 7415 members 
Mstep: Class 33 contains 25848 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 43226 members 
Mstep: Class 36 contains 1126 members 
Mstep: Class 37 contains 7695 members 
Mstep: Class 38 contains 26745 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16320 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20385 members 
Mstep: Class 43 contains 19455 members 
Mstep: Class 44 contains 19560 members 
Mstep: Class 45 contains 4026 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23549 members 
Mstep: Class 48 contains 20187 members 
Mstep: Class 49 contains 8046 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17797 members 
Mstep: Class 52 contains 17826 members 
Mstep: Class 53 contains 18778 members 
Mstep: Class 54 contains 14997 members 
Mstep: Class 55 contains 17546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459664.000000 Penalty: 187370.656250
Iteration 139Q: 56 clusters Score -1.774597e+08 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27041 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 25831 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 13596 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26143 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 13 contains 24081 members 
Mstep: Class 14 contains 26418 members 
Mstep: Class 15 contains 20955 members 
Mstep: Class 16 contains 16327 members 
Mstep: Class 17 contains 11890 members 
Mstep: Class 18 contains 26762 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22200 members 
Mstep: Class 21 contains 39025 members 
Mstep: Class 22 contains 43549 members 
Mstep: Class 23 contains 27059 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 45931 members 
Mstep: Class 26 contains 14911 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 24496 members 
Mstep: Class 29 contains 21839 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 28603 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 25793 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 42622 members 
Mstep: Class 36 contains 1126 members 
Mstep: Class 37 contains 7698 members 
Mstep: Class 38 contains 26734 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16371 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20437 members 
Mstep: Class 43 contains 19609 members 
Mstep: Class 44 contains 19683 members 
Mstep: Class 45 contains 4032 members 
Mstep: Class 46 contains 116 members 
Mstep: Class 47 contains 23502 members 
Mstep: Class 48 contains 20055 members 
Mstep: Class 49 contains 8025 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17880 members 
Mstep: Class 52 contains 17808 members 
Mstep: Class 53 contains 18741 members 
Mstep: Class 54 contains 14999 members 
Mstep: Class 55 contains 17678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459760.000000 Penalty: 187370.656250
Iteration 140F: 56 clusters Score -1.774598e+08 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27142 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25874 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 6 contains 7475 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24966 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26151 members 
Mstep: Class 12 contains 17015 members 
Mstep: Class 13 contains 23794 members 
Mstep: Class 14 contains 26412 members 
Mstep: Class 15 contains 20900 members 
Mstep: Class 16 contains 16172 members 
Mstep: Class 17 contains 11635 members 
Mstep: Class 18 contains 26762 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22304 members 
Mstep: Class 21 contains 39119 members 
Mstep: Class 22 contains 43604 members 
Mstep: Class 23 contains 27107 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 45918 members 
Mstep: Class 26 contains 14931 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 24471 members 
Mstep: Class 29 contains 21783 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 28614 members 
Mstep: Class 32 contains 7547 members 
Mstep: Class 33 contains 25741 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 41877 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7710 members 
Mstep: Class 38 contains 26736 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16435 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20496 members 
Mstep: Class 43 contains 19764 members 
Mstep: Class 44 contains 19777 members 
Mstep: Class 45 contains 4028 members 
Mstep: Class 46 contains 119 members 
Mstep: Class 47 contains 23480 members 
Mstep: Class 48 contains 19938 members 
Mstep: Class 49 contains 8050 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17957 members 
Mstep: Class 52 contains 17790 members 
Mstep: Class 53 contains 19105 members 
Mstep: Class 54 contains 15256 members 
Mstep: Class 55 contains 17771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459424.000000 Penalty: 187370.656250
Iteration 141Q: 56 clusters Score -1.774594e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27244 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 25607 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 24988 members 
Mstep: Class 9 contains 13642 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26173 members 
Mstep: Class 12 contains 17072 members 
Mstep: Class 13 contains 23520 members 
Mstep: Class 14 contains 26431 members 
Mstep: Class 15 contains 20837 members 
Mstep: Class 16 contains 16011 members 
Mstep: Class 17 contains 11477 members 
Mstep: Class 18 contains 26791 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22452 members 
Mstep: Class 21 contains 39172 members 
Mstep: Class 22 contains 43569 members 
Mstep: Class 23 contains 27169 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 45946 members 
Mstep: Class 26 contains 14948 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 24458 members 
Mstep: Class 29 contains 21746 members 
Mstep: Class 30 contains 23051 members 
Mstep: Class 31 contains 28664 members 
Mstep: Class 32 contains 7644 members 
Mstep: Class 33 contains 25706 members 
Mstep: Class 34 contains 516 members 
Mstep: Class 35 contains 41101 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7714 members 
Mstep: Class 38 contains 26755 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16495 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20533 members 
Mstep: Class 43 contains 19902 members 
Mstep: Class 44 contains 19878 members 
Mstep: Class 45 contains 4029 members 
Mstep: Class 46 contains 124 members 
Mstep: Class 47 contains 23435 members 
Mstep: Class 48 contains 19808 members 
Mstep: Class 49 contains 8062 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18041 members 
Mstep: Class 52 contains 17789 members 
Mstep: Class 53 contains 19445 members 
Mstep: Class 54 contains 15421 members 
Mstep: Class 55 contains 17888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459280.000000 Penalty: 187370.656250
Iteration 142Q: 56 clusters Score -1.774593e+08 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27345 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 25861 members 
Mstep: Class 5 contains 25499 members 
Mstep: Class 6 contains 7538 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25003 members 
Mstep: Class 9 contains 13685 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26138 members 
Mstep: Class 12 contains 17117 members 
Mstep: Class 13 contains 23319 members 
Mstep: Class 14 contains 26450 members 
Mstep: Class 15 contains 20789 members 
Mstep: Class 16 contains 15843 members 
Mstep: Class 17 contains 11381 members 
Mstep: Class 18 contains 26789 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22682 members 
Mstep: Class 21 contains 39200 members 
Mstep: Class 22 contains 43544 members 
Mstep: Class 23 contains 27230 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 45966 members 
Mstep: Class 26 contains 14972 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 24421 members 
Mstep: Class 29 contains 21696 members 
Mstep: Class 30 contains 23002 members 
Mstep: Class 31 contains 28708 members 
Mstep: Class 32 contains 7733 members 
Mstep: Class 33 contains 25703 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 40290 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7721 members 
Mstep: Class 38 contains 26773 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16549 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20573 members 
Mstep: Class 43 contains 20001 members 
Mstep: Class 44 contains 19963 members 
Mstep: Class 45 contains 4029 members 
Mstep: Class 46 contains 125 members 
Mstep: Class 47 contains 23433 members 
Mstep: Class 48 contains 19677 members 
Mstep: Class 49 contains 8117 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18129 members 
Mstep: Class 52 contains 17789 members 
Mstep: Class 53 contains 19789 members 
Mstep: Class 54 contains 15562 members 
Mstep: Class 55 contains 17973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458688.000000 Penalty: 187370.656250
Iteration 143Q: 56 clusters Score -1.774587e+08 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27413 members 
Mstep: Class 3 contains 1257 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 25423 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25062 members 
Mstep: Class 9 contains 13713 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26111 members 
Mstep: Class 12 contains 17147 members 
Mstep: Class 13 contains 23152 members 
Mstep: Class 14 contains 26449 members 
Mstep: Class 15 contains 20736 members 
Mstep: Class 16 contains 15702 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 26781 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 22907 members 
Mstep: Class 21 contains 39143 members 
Mstep: Class 22 contains 43566 members 
Mstep: Class 23 contains 27287 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 45930 members 
Mstep: Class 26 contains 15007 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 24397 members 
Mstep: Class 29 contains 21660 members 
Mstep: Class 30 contains 22993 members 
Mstep: Class 31 contains 28755 members 
Mstep: Class 32 contains 7847 members 
Mstep: Class 33 contains 25711 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 39455 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7732 members 
Mstep: Class 38 contains 26769 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16617 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20608 members 
Mstep: Class 43 contains 20087 members 
Mstep: Class 44 contains 20035 members 
Mstep: Class 45 contains 4024 members 
Mstep: Class 46 contains 127 members 
Mstep: Class 47 contains 23389 members 
Mstep: Class 48 contains 19521 members 
Mstep: Class 49 contains 8162 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18223 members 
Mstep: Class 52 contains 17784 members 
Mstep: Class 53 contains 20121 members 
Mstep: Class 54 contains 15690 members 
Mstep: Class 55 contains 18084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458400.000000 Penalty: 187370.656250
Iteration 144Q: 56 clusters Score -1.774584e+08 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27462 members 
Mstep: Class 3 contains 1256 members 
Mstep: Class 4 contains 25925 members 
Mstep: Class 5 contains 25373 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25104 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26135 members 
Mstep: Class 12 contains 17168 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 26472 members 
Mstep: Class 15 contains 20699 members 
Mstep: Class 16 contains 15569 members 
Mstep: Class 17 contains 11243 members 
Mstep: Class 18 contains 26773 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23174 members 
Mstep: Class 21 contains 39067 members 
Mstep: Class 22 contains 43548 members 
Mstep: Class 23 contains 27349 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45921 members 
Mstep: Class 26 contains 15058 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 24355 members 
Mstep: Class 29 contains 21648 members 
Mstep: Class 30 contains 22981 members 
Mstep: Class 31 contains 28811 members 
Mstep: Class 32 contains 7954 members 
Mstep: Class 33 contains 25665 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 38640 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 7732 members 
Mstep: Class 38 contains 26774 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16664 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20658 members 
Mstep: Class 43 contains 20170 members 
Mstep: Class 44 contains 20094 members 
Mstep: Class 45 contains 4020 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23368 members 
Mstep: Class 48 contains 19350 members 
Mstep: Class 49 contains 8206 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18279 members 
Mstep: Class 52 contains 17805 members 
Mstep: Class 53 contains 20436 members 
Mstep: Class 54 contains 15799 members 
Mstep: Class 55 contains 18185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458752.000000 Penalty: 187370.656250
Iteration 145Q: 56 clusters Score -1.774588e+08 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27496 members 
Mstep: Class 3 contains 1254 members 
Mstep: Class 4 contains 25954 members 
Mstep: Class 5 contains 25350 members 
Mstep: Class 6 contains 7633 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25135 members 
Mstep: Class 9 contains 13757 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26143 members 
Mstep: Class 12 contains 17162 members 
Mstep: Class 13 contains 22844 members 
Mstep: Class 14 contains 26505 members 
Mstep: Class 15 contains 20635 members 
Mstep: Class 16 contains 15429 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 26772 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23495 members 
Mstep: Class 21 contains 38972 members 
Mstep: Class 22 contains 43506 members 
Mstep: Class 23 contains 27388 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 45892 members 
Mstep: Class 26 contains 15099 members 
Mstep: Class 27 contains 494 members 
Mstep: Class 28 contains 24336 members 
Mstep: Class 29 contains 21613 members 
Mstep: Class 30 contains 22999 members 
Mstep: Class 31 contains 28867 members 
Mstep: Class 32 contains 8068 members 
Mstep: Class 33 contains 25608 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 37827 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7738 members 
Mstep: Class 38 contains 26806 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16724 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20728 members 
Mstep: Class 43 contains 20254 members 
Mstep: Class 44 contains 20157 members 
Mstep: Class 45 contains 4028 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23362 members 
Mstep: Class 48 contains 19212 members 
Mstep: Class 49 contains 8266 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18335 members 
Mstep: Class 52 contains 17820 members 
Mstep: Class 53 contains 20720 members 
Mstep: Class 54 contains 15897 members 
Mstep: Class 55 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458528.000000 Penalty: 187370.656250
Iteration 146Q: 56 clusters Score -1.774585e+08 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27528 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 25966 members 
Mstep: Class 5 contains 25288 members 
Mstep: Class 6 contains 7661 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25178 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26143 members 
Mstep: Class 12 contains 17180 members 
Mstep: Class 13 contains 22726 members 
Mstep: Class 14 contains 26562 members 
Mstep: Class 15 contains 20592 members 
Mstep: Class 16 contains 15275 members 
Mstep: Class 17 contains 11127 members 
Mstep: Class 18 contains 26801 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 23803 members 
Mstep: Class 21 contains 38873 members 
Mstep: Class 22 contains 43449 members 
Mstep: Class 23 contains 27421 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 45868 members 
Mstep: Class 26 contains 15148 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24313 members 
Mstep: Class 29 contains 21576 members 
Mstep: Class 30 contains 22978 members 
Mstep: Class 31 contains 28909 members 
Mstep: Class 32 contains 8195 members 
Mstep: Class 33 contains 25574 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 37073 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7744 members 
Mstep: Class 38 contains 26824 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16773 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20794 members 
Mstep: Class 43 contains 20366 members 
Mstep: Class 44 contains 20214 members 
Mstep: Class 45 contains 4032 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23349 members 
Mstep: Class 48 contains 19100 members 
Mstep: Class 49 contains 8351 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18361 members 
Mstep: Class 52 contains 17794 members 
Mstep: Class 53 contains 20980 members 
Mstep: Class 54 contains 15966 members 
Mstep: Class 55 contains 18352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458384.000000 Penalty: 187370.656250
Iteration 147Q: 56 clusters Score -1.774584e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27554 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26036 members 
Mstep: Class 5 contains 25223 members 
Mstep: Class 6 contains 7678 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25195 members 
Mstep: Class 9 contains 13799 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26145 members 
Mstep: Class 12 contains 17190 members 
Mstep: Class 13 contains 22618 members 
Mstep: Class 14 contains 26603 members 
Mstep: Class 15 contains 20539 members 
Mstep: Class 16 contains 15107 members 
Mstep: Class 17 contains 11098 members 
Mstep: Class 18 contains 26812 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24127 members 
Mstep: Class 21 contains 38802 members 
Mstep: Class 22 contains 43425 members 
Mstep: Class 23 contains 27431 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45793 members 
Mstep: Class 26 contains 15179 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24275 members 
Mstep: Class 29 contains 21556 members 
Mstep: Class 30 contains 22961 members 
Mstep: Class 31 contains 28971 members 
Mstep: Class 32 contains 8308 members 
Mstep: Class 33 contains 25524 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 36386 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 7751 members 
Mstep: Class 38 contains 26852 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16825 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20848 members 
Mstep: Class 43 contains 20462 members 
Mstep: Class 44 contains 20255 members 
Mstep: Class 45 contains 4031 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23361 members 
Mstep: Class 48 contains 19065 members 
Mstep: Class 49 contains 8428 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18395 members 
Mstep: Class 52 contains 17776 members 
Mstep: Class 53 contains 21153 members 
Mstep: Class 54 contains 16026 members 
Mstep: Class 55 contains 18411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458080.000000 Penalty: 187370.656250
Iteration 148Q: 56 clusters Score -1.774581e+08 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27566 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 25216 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25220 members 
Mstep: Class 9 contains 13821 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26116 members 
Mstep: Class 12 contains 17195 members 
Mstep: Class 13 contains 22522 members 
Mstep: Class 14 contains 26609 members 
Mstep: Class 15 contains 20499 members 
Mstep: Class 16 contains 14935 members 
Mstep: Class 17 contains 11073 members 
Mstep: Class 18 contains 26838 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24424 members 
Mstep: Class 21 contains 38682 members 
Mstep: Class 22 contains 43413 members 
Mstep: Class 23 contains 27434 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45781 members 
Mstep: Class 26 contains 15210 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24238 members 
Mstep: Class 29 contains 21523 members 
Mstep: Class 30 contains 22956 members 
Mstep: Class 31 contains 29046 members 
Mstep: Class 32 contains 8399 members 
Mstep: Class 33 contains 25466 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 35683 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 7754 members 
Mstep: Class 38 contains 26902 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16881 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20888 members 
Mstep: Class 43 contains 20571 members 
Mstep: Class 44 contains 20275 members 
Mstep: Class 45 contains 4029 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23364 members 
Mstep: Class 48 contains 19015 members 
Mstep: Class 49 contains 8516 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18442 members 
Mstep: Class 52 contains 17764 members 
Mstep: Class 53 contains 21317 members 
Mstep: Class 54 contains 16093 members 
Mstep: Class 55 contains 18475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457424.000000 Penalty: 187370.656250
Iteration 149Q: 56 clusters Score -1.774574e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27582 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26212 members 
Mstep: Class 5 contains 25210 members 
Mstep: Class 6 contains 7753 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 13850 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26073 members 
Mstep: Class 12 contains 17168 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 26618 members 
Mstep: Class 15 contains 20453 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 26861 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24766 members 
Mstep: Class 21 contains 38543 members 
Mstep: Class 22 contains 43341 members 
Mstep: Class 23 contains 27456 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45765 members 
Mstep: Class 26 contains 15239 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24211 members 
Mstep: Class 29 contains 21461 members 
Mstep: Class 30 contains 22949 members 
Mstep: Class 31 contains 29084 members 
Mstep: Class 32 contains 8506 members 
Mstep: Class 33 contains 25436 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 34959 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7755 members 
Mstep: Class 38 contains 26939 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16943 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20931 members 
Mstep: Class 43 contains 20676 members 
Mstep: Class 44 contains 20299 members 
Mstep: Class 45 contains 4035 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23396 members 
Mstep: Class 48 contains 19003 members 
Mstep: Class 49 contains 8591 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18497 members 
Mstep: Class 52 contains 17772 members 
Mstep: Class 53 contains 21432 members 
Mstep: Class 54 contains 16140 members 
Mstep: Class 55 contains 18525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177456928.000000 Penalty: 187370.656250
Iteration 150Q: 56 clusters Score -1.774569e+08 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27595 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26306 members 
Mstep: Class 5 contains 25185 members 
Mstep: Class 6 contains 7795 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25343 members 
Mstep: Class 9 contains 13884 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26040 members 
Mstep: Class 12 contains 17188 members 
Mstep: Class 13 contains 22314 members 
Mstep: Class 14 contains 26617 members 
Mstep: Class 15 contains 20425 members 
Mstep: Class 16 contains 14640 members 
Mstep: Class 17 contains 11049 members 
Mstep: Class 18 contains 26848 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25111 members 
Mstep: Class 21 contains 38431 members 
Mstep: Class 22 contains 43273 members 
Mstep: Class 23 contains 27477 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45746 members 
Mstep: Class 26 contains 15305 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24223 members 
Mstep: Class 29 contains 21437 members 
Mstep: Class 30 contains 22935 members 
Mstep: Class 31 contains 29130 members 
Mstep: Class 32 contains 8628 members 
Mstep: Class 33 contains 25411 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 34213 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7767 members 
Mstep: Class 38 contains 26956 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 16987 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20956 members 
Mstep: Class 43 contains 20782 members 
Mstep: Class 44 contains 20321 members 
Mstep: Class 45 contains 4040 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23420 members 
Mstep: Class 48 contains 18991 members 
Mstep: Class 49 contains 8654 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18561 members 
Mstep: Class 52 contains 17752 members 
Mstep: Class 53 contains 21517 members 
Mstep: Class 54 contains 16195 members 
Mstep: Class 55 contains 18528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457104.000000 Penalty: 187370.656250
Iteration 151Q: 56 clusters Score -1.774571e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27594 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26429 members 
Mstep: Class 5 contains 25187 members 
Mstep: Class 6 contains 7820 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25412 members 
Mstep: Class 9 contains 13912 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26010 members 
Mstep: Class 12 contains 17247 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 26601 members 
Mstep: Class 15 contains 20373 members 
Mstep: Class 16 contains 14495 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 26833 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25465 members 
Mstep: Class 21 contains 38309 members 
Mstep: Class 22 contains 43183 members 
Mstep: Class 23 contains 27567 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 45729 members 
Mstep: Class 26 contains 15344 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24168 members 
Mstep: Class 29 contains 21398 members 
Mstep: Class 30 contains 22910 members 
Mstep: Class 31 contains 29147 members 
Mstep: Class 32 contains 8757 members 
Mstep: Class 33 contains 25392 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 33533 members 
Mstep: Class 36 contains 1127 members 
Mstep: Class 37 contains 7774 members 
Mstep: Class 38 contains 26958 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17033 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20932 members 
Mstep: Class 43 contains 20865 members 
Mstep: Class 44 contains 20323 members 
Mstep: Class 45 contains 4037 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23413 members 
Mstep: Class 48 contains 19033 members 
Mstep: Class 49 contains 8747 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18607 members 
Mstep: Class 52 contains 17754 members 
Mstep: Class 53 contains 21584 members 
Mstep: Class 54 contains 16262 members 
Mstep: Class 55 contains 18566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457776.000000 Penalty: 187370.656250
Iteration 152Q: 56 clusters Score -1.774578e+08 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27581 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26546 members 
Mstep: Class 5 contains 25185 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25431 members 
Mstep: Class 9 contains 13944 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26025 members 
Mstep: Class 12 contains 17308 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 26602 members 
Mstep: Class 15 contains 20335 members 
Mstep: Class 16 contains 14336 members 
Mstep: Class 17 contains 11056 members 
Mstep: Class 18 contains 26814 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25820 members 
Mstep: Class 21 contains 38133 members 
Mstep: Class 22 contains 43102 members 
Mstep: Class 23 contains 27630 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 45704 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 24146 members 
Mstep: Class 29 contains 21375 members 
Mstep: Class 30 contains 22858 members 
Mstep: Class 31 contains 29135 members 
Mstep: Class 32 contains 8905 members 
Mstep: Class 33 contains 25368 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 32912 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7783 members 
Mstep: Class 38 contains 26947 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17100 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20900 members 
Mstep: Class 43 contains 20944 members 
Mstep: Class 44 contains 20354 members 
Mstep: Class 45 contains 4040 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23376 members 
Mstep: Class 48 contains 19106 members 
Mstep: Class 49 contains 8857 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18659 members 
Mstep: Class 52 contains 17750 members 
Mstep: Class 53 contains 21614 members 
Mstep: Class 54 contains 16318 members 
Mstep: Class 55 contains 18580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457792.000000 Penalty: 187370.656250
Iteration 153Q: 56 clusters Score -1.774578e+08 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27544 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26619 members 
Mstep: Class 5 contains 25199 members 
Mstep: Class 6 contains 7872 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25467 members 
Mstep: Class 9 contains 13978 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 26020 members 
Mstep: Class 12 contains 17370 members 
Mstep: Class 13 contains 22076 members 
Mstep: Class 14 contains 26564 members 
Mstep: Class 15 contains 20290 members 
Mstep: Class 16 contains 14213 members 
Mstep: Class 17 contains 11053 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26161 members 
Mstep: Class 21 contains 37976 members 
Mstep: Class 22 contains 42958 members 
Mstep: Class 23 contains 27688 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 45715 members 
Mstep: Class 26 contains 15407 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 24142 members 
Mstep: Class 29 contains 21332 members 
Mstep: Class 30 contains 22840 members 
Mstep: Class 31 contains 29121 members 
Mstep: Class 32 contains 9071 members 
Mstep: Class 33 contains 25342 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 32362 members 
Mstep: Class 36 contains 1126 members 
Mstep: Class 37 contains 7785 members 
Mstep: Class 38 contains 26945 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17158 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20869 members 
Mstep: Class 43 contains 21030 members 
Mstep: Class 44 contains 20380 members 
Mstep: Class 45 contains 4043 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23395 members 
Mstep: Class 48 contains 19159 members 
Mstep: Class 49 contains 8977 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18701 members 
Mstep: Class 52 contains 17736 members 
Mstep: Class 53 contains 21649 members 
Mstep: Class 54 contains 16377 members 
Mstep: Class 55 contains 18596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457328.000000 Penalty: 187370.656250
Iteration 154Q: 56 clusters Score -1.774573e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27506 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26678 members 
Mstep: Class 5 contains 25219 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25460 members 
Mstep: Class 9 contains 14005 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25988 members 
Mstep: Class 12 contains 17462 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 20255 members 
Mstep: Class 16 contains 14079 members 
Mstep: Class 17 contains 11052 members 
Mstep: Class 18 contains 26764 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26499 members 
Mstep: Class 21 contains 37818 members 
Mstep: Class 22 contains 42823 members 
Mstep: Class 23 contains 27714 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 45738 members 
Mstep: Class 26 contains 15444 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 24120 members 
Mstep: Class 29 contains 21330 members 
Mstep: Class 30 contains 22776 members 
Mstep: Class 31 contains 29116 members 
Mstep: Class 32 contains 9201 members 
Mstep: Class 33 contains 25300 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 31895 members 
Mstep: Class 36 contains 1126 members 
Mstep: Class 37 contains 7790 members 
Mstep: Class 38 contains 26943 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17230 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20847 members 
Mstep: Class 43 contains 21115 members 
Mstep: Class 44 contains 20392 members 
Mstep: Class 45 contains 4048 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23377 members 
Mstep: Class 48 contains 19195 members 
Mstep: Class 49 contains 9089 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18737 members 
Mstep: Class 52 contains 17759 members 
Mstep: Class 53 contains 21661 members 
Mstep: Class 54 contains 16439 members 
Mstep: Class 55 contains 18581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457520.000000 Penalty: 187370.656250
Iteration 155Q: 56 clusters Score -1.774575e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27478 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26762 members 
Mstep: Class 5 contains 25230 members 
Mstep: Class 6 contains 7950 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25473 members 
Mstep: Class 9 contains 14031 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25972 members 
Mstep: Class 12 contains 17533 members 
Mstep: Class 13 contains 22026 members 
Mstep: Class 14 contains 26561 members 
Mstep: Class 15 contains 20204 members 
Mstep: Class 16 contains 13954 members 
Mstep: Class 17 contains 11065 members 
Mstep: Class 18 contains 26758 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26785 members 
Mstep: Class 21 contains 37643 members 
Mstep: Class 22 contains 42711 members 
Mstep: Class 23 contains 27714 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 45730 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 24088 members 
Mstep: Class 29 contains 21331 members 
Mstep: Class 30 contains 22705 members 
Mstep: Class 31 contains 29119 members 
Mstep: Class 32 contains 9330 members 
Mstep: Class 33 contains 25273 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 31467 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7793 members 
Mstep: Class 38 contains 26938 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17272 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20824 members 
Mstep: Class 43 contains 21194 members 
Mstep: Class 44 contains 20416 members 
Mstep: Class 45 contains 4053 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23386 members 
Mstep: Class 48 contains 19229 members 
Mstep: Class 49 contains 9205 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18700 members 
Mstep: Class 52 contains 17822 members 
Mstep: Class 53 contains 21685 members 
Mstep: Class 54 contains 16492 members 
Mstep: Class 55 contains 18564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457760.000000 Penalty: 187370.656250
Iteration 156Q: 56 clusters Score -1.774578e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27465 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26871 members 
Mstep: Class 5 contains 25233 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25450 members 
Mstep: Class 9 contains 14058 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25995 members 
Mstep: Class 12 contains 17615 members 
Mstep: Class 13 contains 21983 members 
Mstep: Class 14 contains 26546 members 
Mstep: Class 15 contains 20178 members 
Mstep: Class 16 contains 13828 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 26753 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 37465 members 
Mstep: Class 22 contains 42578 members 
Mstep: Class 23 contains 27706 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45724 members 
Mstep: Class 26 contains 15550 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 24050 members 
Mstep: Class 29 contains 21318 members 
Mstep: Class 30 contains 22623 members 
Mstep: Class 31 contains 29080 members 
Mstep: Class 32 contains 9436 members 
Mstep: Class 33 contains 25246 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 31046 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7800 members 
Mstep: Class 38 contains 26977 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17303 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20785 members 
Mstep: Class 43 contains 21283 members 
Mstep: Class 44 contains 20446 members 
Mstep: Class 45 contains 4049 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23415 members 
Mstep: Class 48 contains 19294 members 
Mstep: Class 49 contains 9347 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18611 members 
Mstep: Class 52 contains 17915 members 
Mstep: Class 53 contains 21690 members 
Mstep: Class 54 contains 16553 members 
Mstep: Class 55 contains 18550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457456.000000 Penalty: 187370.656250
Iteration 157Q: 56 clusters Score -1.774575e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27472 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 26965 members 
Mstep: Class 5 contains 25243 members 
Mstep: Class 6 contains 8011 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25478 members 
Mstep: Class 9 contains 14110 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25982 members 
Mstep: Class 12 contains 17687 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 26536 members 
Mstep: Class 15 contains 20133 members 
Mstep: Class 16 contains 13694 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 26733 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27375 members 
Mstep: Class 21 contains 37276 members 
Mstep: Class 22 contains 42438 members 
Mstep: Class 23 contains 27722 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45689 members 
Mstep: Class 26 contains 15594 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 24009 members 
Mstep: Class 29 contains 21325 members 
Mstep: Class 30 contains 22505 members 
Mstep: Class 31 contains 29062 members 
Mstep: Class 32 contains 9561 members 
Mstep: Class 33 contains 25219 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30693 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7808 members 
Mstep: Class 38 contains 26983 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17346 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20737 members 
Mstep: Class 43 contains 21363 members 
Mstep: Class 44 contains 20450 members 
Mstep: Class 45 contains 4043 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23408 members 
Mstep: Class 48 contains 19363 members 
Mstep: Class 49 contains 9477 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18543 members 
Mstep: Class 52 contains 17978 members 
Mstep: Class 53 contains 21721 members 
Mstep: Class 54 contains 16620 members 
Mstep: Class 55 contains 18588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458096.000000 Penalty: 187370.656250
Iteration 158Q: 56 clusters Score -1.774581e+08 nChanged 4535
Entering ConstructFrom: 
Score: -177458096.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -150429.734375 Penalty: 1661.476196
	Iteration 0F: 2 clusters Score -150429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -148623.500000 Penalty: 3322.952393
	Iteration 0F: 3 clusters Score -148623.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -148874.234375 Penalty: 3322.952393
	Iteration 1F: 3 clusters Score -148874.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -148946.437500 Penalty: 3322.952393
	Iteration 2F: 3 clusters Score -148946.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -148983.515625 Penalty: 3322.952393
	Iteration 3Q: 3 clusters Score -148983.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -149007.359375 Penalty: 3322.952393
	Iteration 4Q: 3 clusters Score -149007.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -149037.156250 Penalty: 3322.952393
	Iteration 5Q: 3 clusters Score -149037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -149060.062500 Penalty: 3322.952393
	Iteration 6Q: 3 clusters Score -149060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -149093.500000 Penalty: 3322.952393
	Iteration 7Q: 3 clusters Score -149093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -149105.000000 Penalty: 3322.952393
	Iteration 8Q: 3 clusters Score -149105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -149109.406250 Penalty: 3322.952393
	Iteration 9Q: 3 clusters Score -149109.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -149110.218750 Penalty: 3322.952393
	Iteration 10Q: 3 clusters Score -149110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -149111.812500 Penalty: 3322.952393
	Iteration 11Q: 3 clusters Score -149111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -149111.812500 Penalty: 3322.952393
	Iteration 12F: 3 clusters Score -149111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Entering Unmasked Estep 
Score: -5289271.500000 Penalty: 2534.608154
	Iteration 0F: 2 clusters Score -5289272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5270819.000000 Penalty: 5069.216309
	Iteration 0F: 3 clusters Score -5270819 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5277328.500000 Penalty: 5069.216309
	Iteration 1F: 3 clusters Score -5277328 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5277673.500000 Penalty: 5069.216309
	Iteration 2Q: 3 clusters Score -5277674 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5277933.500000 Penalty: 5069.216309
	Iteration 3Q: 3 clusters Score -5277934 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5278141.500000 Penalty: 5069.216309
	Iteration 4Q: 3 clusters Score -5278142 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -5278356.000000 Penalty: 5069.216309
	Iteration 5Q: 3 clusters Score -5278356 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5278565.500000 Penalty: 5069.216309
	Iteration 6Q: 3 clusters Score -5278566 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5278788.000000 Penalty: 5069.216309
	Iteration 7Q: 3 clusters Score -5278788 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -5279114.500000 Penalty: 5069.216309
	Iteration 8Q: 3 clusters Score -5279114 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -5279539.000000 Penalty: 5069.216309
	Iteration 9Q: 3 clusters Score -5279539 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -5280062.000000 Penalty: 5069.216309
	Iteration 10Q: 3 clusters Score -5280062 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -5280759.000000 Penalty: 5069.216309
	Iteration 11Q: 3 clusters Score -5280759 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -5281709.500000 Penalty: 5069.216309
	Iteration 12F: 3 clusters Score -5281710 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -5282929.500000 Penalty: 5069.216309
	Iteration 13F: 3 clusters Score -5282930 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5284029.500000 Penalty: 5069.216309
	Iteration 14Q: 3 clusters Score -5284030 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -5284621.000000 Penalty: 5069.216309
	Iteration 15Q: 3 clusters Score -5284621 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -5284877.500000 Penalty: 5069.216309
	Iteration 16Q: 3 clusters Score -5284878 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5285054.500000 Penalty: 5069.216309
	Iteration 17Q: 3 clusters Score -5285054 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5285149.000000 Penalty: 5069.216309
	Iteration 18Q: 3 clusters Score -5285149 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5285223.000000 Penalty: 5069.216309
	Iteration 19Q: 3 clusters Score -5285223 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5285282.000000 Penalty: 5069.216309
	Iteration 20F: 3 clusters Score -5285282 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -5285307.000000 Penalty: 5069.216309
	Iteration 21Q: 3 clusters Score -5285307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5285334.000000 Penalty: 5069.216309
	Iteration 22Q: 3 clusters Score -5285334 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -5285370.000000 Penalty: 5069.216309
	Iteration 23Q: 3 clusters Score -5285370 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -5285390.500000 Penalty: 5069.216309
	Iteration 24Q: 3 clusters Score -5285390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5285402.000000 Penalty: 5069.216309
	Iteration 25Q: 3 clusters Score -5285402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5285446.500000 Penalty: 5069.216309
	Iteration 26Q: 3 clusters Score -5285446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5285447.500000 Penalty: 5069.216309
	Iteration 27Q: 3 clusters Score -5285448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5285473.500000 Penalty: 5069.216309
	Iteration 28Q: 3 clusters Score -5285474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -5285534.000000 Penalty: 5069.216309
	Iteration 29Q: 3 clusters Score -5285534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -5285573.000000 Penalty: 5069.216309
	Iteration 30Q: 3 clusters Score -5285573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -5285583.000000 Penalty: 5069.216309
	Iteration 31Q: 3 clusters Score -5285583 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -5285604.500000 Penalty: 5069.216309
	Iteration 32Q: 3 clusters Score -5285604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -5285622.500000 Penalty: 5069.216309
	Iteration 33Q: 3 clusters Score -5285622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -5285627.000000 Penalty: 5069.216309
	Iteration 34Q: 3 clusters Score -5285627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5285658.500000 Penalty: 5069.216309
	Iteration 35Q: 3 clusters Score -5285658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5285677.500000 Penalty: 5069.216309
	Iteration 36Q: 3 clusters Score -5285678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -5285723.500000 Penalty: 5069.216309
	Iteration 37Q: 3 clusters Score -5285724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -5285765.000000 Penalty: 5069.216309
	Iteration 38Q: 3 clusters Score -5285765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5285804.500000 Penalty: 5069.216309
	Iteration 39Q: 3 clusters Score -5285804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -5285854.000000 Penalty: 5069.216309
	Iteration 40F: 3 clusters Score -5285854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -5285921.000000 Penalty: 5069.216309
	Iteration 41Q: 3 clusters Score -5285921 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5286000.500000 Penalty: 5069.216309
	Iteration 42Q: 3 clusters Score -5286000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5286056.500000 Penalty: 5069.216309
	Iteration 43Q: 3 clusters Score -5286056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5286125.000000 Penalty: 5069.216309
	Iteration 44Q: 3 clusters Score -5286125 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -5286205.500000 Penalty: 5069.216309
	Iteration 45Q: 3 clusters Score -5286206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -5286278.000000 Penalty: 5069.216309
	Iteration 46Q: 3 clusters Score -5286278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -5286349.500000 Penalty: 5069.216309
	Iteration 47Q: 3 clusters Score -5286350 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5286414.500000 Penalty: 5069.216309
	Iteration 48Q: 3 clusters Score -5286414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5286476.500000 Penalty: 5069.216309
	Iteration 49Q: 3 clusters Score -5286476 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -5286549.000000 Penalty: 5069.216309
	Iteration 50Q: 3 clusters Score -5286549 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5286614.500000 Penalty: 5069.216309
	Iteration 51Q: 3 clusters Score -5286614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -5286679.500000 Penalty: 5069.216309
	Iteration 52Q: 3 clusters Score -5286680 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5286720.000000 Penalty: 5069.216309
	Iteration 53Q: 3 clusters Score -5286720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5286768.500000 Penalty: 5069.216309
	Iteration 54Q: 3 clusters Score -5286768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -5286807.500000 Penalty: 5069.216309
	Iteration 55Q: 3 clusters Score -5286808 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5286837.000000 Penalty: 5069.216309
	Iteration 56Q: 3 clusters Score -5286837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5286884.500000 Penalty: 5069.216309
	Iteration 57Q: 3 clusters Score -5286884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5286917.500000 Penalty: 5069.216309
	Iteration 58Q: 3 clusters Score -5286918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5286952.000000 Penalty: 5069.216309
	Iteration 59Q: 3 clusters Score -5286952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5286971.000000 Penalty: 5069.216309
	Iteration 60F: 3 clusters Score -5286971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5287013.000000 Penalty: 5069.216309
	Iteration 61Q: 3 clusters Score -5287013 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5287023.000000 Penalty: 5069.216309
	Iteration 62Q: 3 clusters Score -5287023 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5287061.500000 Penalty: 5069.216309
	Iteration 63Q: 3 clusters Score -5287062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5287058.500000 Penalty: 5069.216309
	Iteration 64Q: 3 clusters Score -5287058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5287078.500000 Penalty: 5069.216309
	Iteration 65Q: 3 clusters Score -5287078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5287099.000000 Penalty: 5069.216309
	Iteration 66Q: 3 clusters Score -5287099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5287099.500000 Penalty: 5069.216309
	Iteration 67Q: 3 clusters Score -5287100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5287105.500000 Penalty: 5069.216309
	Iteration 68Q: 3 clusters Score -5287106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5287117.500000 Penalty: 5069.216309
	Iteration 69Q: 3 clusters Score -5287118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5287122.000000 Penalty: 5069.216309
	Iteration 70Q: 3 clusters Score -5287122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5287136.500000 Penalty: 5069.216309
	Iteration 71Q: 3 clusters Score -5287136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5287146.500000 Penalty: 5069.216309
	Iteration 72Q: 3 clusters Score -5287146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5287152.500000 Penalty: 5069.216309
	Iteration 73Q: 3 clusters Score -5287152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5287165.000000 Penalty: 5069.216309
	Iteration 74Q: 3 clusters Score -5287165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5287156.500000 Penalty: 5069.216309
	Iteration 75Q: 3 clusters Score -5287156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5287154.500000 Penalty: 5069.216309
	Iteration 76Q: 3 clusters Score -5287154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5287167.000000 Penalty: 5069.216309
	Iteration 77Q: 3 clusters Score -5287167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5287168.500000 Penalty: 5069.216309
	Iteration 78Q: 3 clusters Score -5287168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5287170.000000 Penalty: 5069.216309
	Iteration 79Q: 3 clusters Score -5287170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5287169.500000 Penalty: 5069.216309
	Iteration 80F: 3 clusters Score -5287170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5287172.500000 Penalty: 5069.216309
	Iteration 81Q: 3 clusters Score -5287172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5287178.000000 Penalty: 5069.216309
	Iteration 82Q: 3 clusters Score -5287178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5287181.500000 Penalty: 5069.216309
	Iteration 83Q: 3 clusters Score -5287182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5287183.500000 Penalty: 5069.216309
	Iteration 84Q: 3 clusters Score -5287184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5287178.000000 Penalty: 5069.216309
	Iteration 85Q: 3 clusters Score -5287178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5287180.500000 Penalty: 5069.216309
	Iteration 86Q: 3 clusters Score -5287180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5287179.000000 Penalty: 5069.216309
	Iteration 87Q: 3 clusters Score -5287179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5287183.000000 Penalty: 5069.216309
	Iteration 88Q: 3 clusters Score -5287183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5287189.500000 Penalty: 5069.216309
	Iteration 89Q: 3 clusters Score -5287190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5287189.000000 Penalty: 5069.216309
	Iteration 90Q: 3 clusters Score -5287189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5287194.500000 Penalty: 5069.216309
	Iteration 91Q: 3 clusters Score -5287194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5287200.000000 Penalty: 5069.216309
	Iteration 92Q: 3 clusters Score -5287200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5287195.500000 Penalty: 5069.216309
	Iteration 93Q: 3 clusters Score -5287196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5287204.000000 Penalty: 5069.216309
	Iteration 94Q: 3 clusters Score -5287204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5287200.500000 Penalty: 5069.216309
	Iteration 95Q: 3 clusters Score -5287200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5287203.500000 Penalty: 5069.216309
	Iteration 96Q: 3 clusters Score -5287204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5287201.500000 Penalty: 5069.216309
	Iteration 97Q: 3 clusters Score -5287202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5287207.500000 Penalty: 5069.216309
	Iteration 98Q: 3 clusters Score -5287208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5287206.000000 Penalty: 5069.216309
	Iteration 99Q: 3 clusters Score -5287206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5287211.000000 Penalty: 5069.216309
	Iteration 100F: 3 clusters Score -5287211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5287211.000000 Penalty: 5069.216309
	Iteration 101Q: 3 clusters Score -5287211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5287210.000000 Penalty: 5069.216309
	Iteration 102Q: 3 clusters Score -5287210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5287210.000000 Penalty: 5069.216309
	Iteration 103F: 3 clusters Score -5287210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Entering Unmasked Estep 
Score: -225602.703125 Penalty: 1768.462891
	Iteration 0F: 2 clusters Score -225602.7 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 604 members 
Entering Unmasked Estep 
Score: -223473.562500 Penalty: 3536.925781
	Iteration 0F: 3 clusters Score -223473.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -223826.890625 Penalty: 3536.925781
	Iteration 1F: 3 clusters Score -223826.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -223979.171875 Penalty: 3536.925781
	Iteration 2F: 3 clusters Score -223979.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -224071.093750 Penalty: 3536.925781
	Iteration 3F: 3 clusters Score -224071.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -224159.000000 Penalty: 3536.925781
	Iteration 4Q: 3 clusters Score -224159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -224222.250000 Penalty: 3536.925781
	Iteration 5Q: 3 clusters Score -224222.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -224281.046875 Penalty: 3536.925781
	Iteration 6Q: 3 clusters Score -224281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -224327.390625 Penalty: 3536.925781
	Iteration 7Q: 3 clusters Score -224327.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -224384.109375 Penalty: 3536.925781
	Iteration 8Q: 3 clusters Score -224384.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -224429.546875 Penalty: 3536.925781
	Iteration 9Q: 3 clusters Score -224429.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -224452.640625 Penalty: 3536.925781
	Iteration 10Q: 3 clusters Score -224452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -224465.343750 Penalty: 3536.925781
	Iteration 11Q: 3 clusters Score -224465.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -224477.359375 Penalty: 3536.925781
	Iteration 12Q: 3 clusters Score -224477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -224488.750000 Penalty: 3536.925781
	Iteration 13Q: 3 clusters Score -224488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -224497.796875 Penalty: 3536.925781
	Iteration 14Q: 3 clusters Score -224497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224503.687500 Penalty: 3536.925781
	Iteration 15Q: 3 clusters Score -224503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -224512.093750 Penalty: 3536.925781
	Iteration 16Q: 3 clusters Score -224512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -224517.234375 Penalty: 3536.925781
	Iteration 17Q: 3 clusters Score -224517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -224518.109375 Penalty: 3536.925781
	Iteration 18Q: 3 clusters Score -224518.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -224518.109375 Penalty: 3536.925781
	Iteration 19F: 3 clusters Score -224518.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Entering Unmasked Estep 
Score: -5044814.500000 Penalty: 2531.197021
	Iteration 0F: 2 clusters Score -5044814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -5026497.000000 Penalty: 5062.394043
	Iteration 0F: 3 clusters Score -5026497 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5033210.500000 Penalty: 5062.394043
	Iteration 1F: 3 clusters Score -5033210 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5033844.500000 Penalty: 5062.394043
	Iteration 2F: 3 clusters Score -5033844 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -5034634.500000 Penalty: 5062.394043
	Iteration 3F: 3 clusters Score -5034634 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -5035791.500000 Penalty: 5062.394043
	Iteration 4F: 3 clusters Score -5035792 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5037338.500000 Penalty: 5062.394043
	Iteration 5F: 3 clusters Score -5037338 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5039122.000000 Penalty: 5062.394043
	Iteration 6F: 3 clusters Score -5039122 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5040634.000000 Penalty: 5062.394043
	Iteration 7F: 3 clusters Score -5040634 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5041593.000000 Penalty: 5062.394043
	Iteration 8Q: 3 clusters Score -5041593 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5042066.000000 Penalty: 5062.394043
	Iteration 9Q: 3 clusters Score -5042066 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5042271.000000 Penalty: 5062.394043
	Iteration 10Q: 3 clusters Score -5042271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5042396.000000 Penalty: 5062.394043
	Iteration 11Q: 3 clusters Score -5042396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5042459.000000 Penalty: 5062.394043
	Iteration 12Q: 3 clusters Score -5042459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5042515.500000 Penalty: 5062.394043
	Iteration 13Q: 3 clusters Score -5042516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5042554.500000 Penalty: 5062.394043
	Iteration 14Q: 3 clusters Score -5042554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5042573.000000 Penalty: 5062.394043
	Iteration 15Q: 3 clusters Score -5042573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5042591.500000 Penalty: 5062.394043
	Iteration 16Q: 3 clusters Score -5042592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5042612.500000 Penalty: 5062.394043
	Iteration 17Q: 3 clusters Score -5042612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5042619.500000 Penalty: 5062.394043
	Iteration 18Q: 3 clusters Score -5042620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5042626.500000 Penalty: 5062.394043
	Iteration 19Q: 3 clusters Score -5042626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5042631.500000 Penalty: 5062.394043
	Iteration 20F: 3 clusters Score -5042632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5042643.000000 Penalty: 5062.394043
	Iteration 21Q: 3 clusters Score -5042643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5042644.500000 Penalty: 5062.394043
	Iteration 22Q: 3 clusters Score -5042644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5042648.000000 Penalty: 5062.394043
	Iteration 23Q: 3 clusters Score -5042648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5042653.000000 Penalty: 5062.394043
	Iteration 24Q: 3 clusters Score -5042653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5042659.000000 Penalty: 5062.394043
	Iteration 25Q: 3 clusters Score -5042659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5042659.500000 Penalty: 5062.394043
	Iteration 26Q: 3 clusters Score -5042660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5042659.500000 Penalty: 5062.394043
	Iteration 27F: 3 clusters Score -5042660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Entering Unmasked Estep 
Score: -4713477.000000 Penalty: 2513.744385
	Iteration 0F: 2 clusters Score -4713477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4696206.000000 Penalty: 5027.488770
	Iteration 0F: 3 clusters Score -4696206 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4702039.500000 Penalty: 5027.488770
	Iteration 1F: 3 clusters Score -4702040 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4702448.000000 Penalty: 5027.488770
	Iteration 2Q: 3 clusters Score -4702448 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4702822.500000 Penalty: 5027.488770
	Iteration 3Q: 3 clusters Score -4702822 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -4703304.500000 Penalty: 5027.488770
	Iteration 4Q: 3 clusters Score -4703304 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4703765.000000 Penalty: 5027.488770
	Iteration 5Q: 3 clusters Score -4703765 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4704357.000000 Penalty: 5027.488770
	Iteration 6Q: 3 clusters Score -4704357 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4705092.500000 Penalty: 5027.488770
	Iteration 7F: 3 clusters Score -4705092 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -4706021.500000 Penalty: 5027.488770
	Iteration 8F: 3 clusters Score -4706022 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4707155.000000 Penalty: 5027.488770
	Iteration 9F: 3 clusters Score -4707155 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4708514.500000 Penalty: 5027.488770
	Iteration 10F: 3 clusters Score -4708514 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4709698.500000 Penalty: 5027.488770
	Iteration 11F: 3 clusters Score -4709698 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4710352.500000 Penalty: 5027.488770
	Iteration 12Q: 3 clusters Score -4710352 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -4710684.000000 Penalty: 5027.488770
	Iteration 13Q: 3 clusters Score -4710684 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4710877.000000 Penalty: 5027.488770
	Iteration 14Q: 3 clusters Score -4710877 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4711007.000000 Penalty: 5027.488770
	Iteration 15Q: 3 clusters Score -4711007 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4711098.500000 Penalty: 5027.488770
	Iteration 16Q: 3 clusters Score -4711098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -4711175.000000 Penalty: 5027.488770
	Iteration 17Q: 3 clusters Score -4711175 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4711244.000000 Penalty: 5027.488770
	Iteration 18Q: 3 clusters Score -4711244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4711290.000000 Penalty: 5027.488770
	Iteration 19Q: 3 clusters Score -4711290 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4711341.500000 Penalty: 5027.488770
	Iteration 20F: 3 clusters Score -4711342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4711381.500000 Penalty: 5027.488770
	Iteration 21Q: 3 clusters Score -4711382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4711394.500000 Penalty: 5027.488770
	Iteration 22Q: 3 clusters Score -4711394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4711431.000000 Penalty: 5027.488770
	Iteration 23Q: 3 clusters Score -4711431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4711464.500000 Penalty: 5027.488770
	Iteration 24Q: 3 clusters Score -4711464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4711489.500000 Penalty: 5027.488770
	Iteration 25Q: 3 clusters Score -4711490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4711527.000000 Penalty: 5027.488770
	Iteration 26Q: 3 clusters Score -4711527 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4711539.500000 Penalty: 5027.488770
	Iteration 27Q: 3 clusters Score -4711540 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4711583.500000 Penalty: 5027.488770
	Iteration 28Q: 3 clusters Score -4711584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -4711617.000000 Penalty: 5027.488770
	Iteration 29Q: 3 clusters Score -4711617 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4711648.000000 Penalty: 5027.488770
	Iteration 30Q: 3 clusters Score -4711648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -4711671.000000 Penalty: 5027.488770
	Iteration 31Q: 3 clusters Score -4711671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -4711701.500000 Penalty: 5027.488770
	Iteration 32Q: 3 clusters Score -4711702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4711712.000000 Penalty: 5027.488770
	Iteration 33Q: 3 clusters Score -4711712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4711732.000000 Penalty: 5027.488770
	Iteration 34Q: 3 clusters Score -4711732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4711750.000000 Penalty: 5027.488770
	Iteration 35Q: 3 clusters Score -4711750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -4711766.000000 Penalty: 5027.488770
	Iteration 36Q: 3 clusters Score -4711766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4711786.500000 Penalty: 5027.488770
	Iteration 37Q: 3 clusters Score -4711786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4711797.000000 Penalty: 5027.488770
	Iteration 38Q: 3 clusters Score -4711797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4711805.000000 Penalty: 5027.488770
	Iteration 39Q: 3 clusters Score -4711805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -4711803.500000 Penalty: 5027.488770
	Iteration 40F: 3 clusters Score -4711804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4711817.000000 Penalty: 5027.488770
	Iteration 41Q: 3 clusters Score -4711817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4711817.000000 Penalty: 5027.488770
	Iteration 42Q: 3 clusters Score -4711817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -4711827.500000 Penalty: 5027.488770
	Iteration 43Q: 3 clusters Score -4711828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4711836.500000 Penalty: 5027.488770
	Iteration 44Q: 3 clusters Score -4711836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4711830.500000 Penalty: 5027.488770
	Iteration 45Q: 3 clusters Score -4711830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4711834.000000 Penalty: 5027.488770
	Iteration 46Q: 3 clusters Score -4711834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4711838.000000 Penalty: 5027.488770
	Iteration 47Q: 3 clusters Score -4711838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -4711845.000000 Penalty: 5027.488770
	Iteration 48Q: 3 clusters Score -4711845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4711837.500000 Penalty: 5027.488770
	Iteration 49Q: 3 clusters Score -4711838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4711846.000000 Penalty: 5027.488770
	Iteration 50Q: 3 clusters Score -4711846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4711846.500000 Penalty: 5027.488770
	Iteration 51Q: 3 clusters Score -4711846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4711844.000000 Penalty: 5027.488770
	Iteration 52Q: 3 clusters Score -4711844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -4711844.000000 Penalty: 5027.488770
	Iteration 53Q: 3 clusters Score -4711844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -4711841.000000 Penalty: 5027.488770
	Iteration 54Q: 3 clusters Score -4711841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -4711841.000000 Penalty: 5027.488770
	Iteration 55Q: 3 clusters Score -4711841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -4711844.000000 Penalty: 5027.488770
	Iteration 56Q: 3 clusters Score -4711844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -4711846.000000 Penalty: 5027.488770
	Iteration 57Q: 3 clusters Score -4711846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -4711851.500000 Penalty: 5027.488770
	Iteration 58Q: 3 clusters Score -4711852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4711842.500000 Penalty: 5027.488770
	Iteration 59Q: 3 clusters Score -4711842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -4711846.000000 Penalty: 5027.488770
	Iteration 60F: 3 clusters Score -4711846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4711846.500000 Penalty: 5027.488770
	Iteration 61Q: 3 clusters Score -4711846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -4711846.500000 Penalty: 5027.488770
	Iteration 62Q: 3 clusters Score -4711846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4711850.500000 Penalty: 5027.488770
	Iteration 63Q: 3 clusters Score -4711850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4711850.000000 Penalty: 5027.488770
	Iteration 64Q: 3 clusters Score -4711850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4711850.500000 Penalty: 5027.488770
	Iteration 65Q: 3 clusters Score -4711850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4711848.000000 Penalty: 5027.488770
	Iteration 66Q: 3 clusters Score -4711848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4711849.000000 Penalty: 5027.488770
	Iteration 67Q: 3 clusters Score -4711849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -4711851.500000 Penalty: 5027.488770
	Iteration 68Q: 3 clusters Score -4711852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4711854.000000 Penalty: 5027.488770
	Iteration 69Q: 3 clusters Score -4711854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4711849.000000 Penalty: 5027.488770
	Iteration 70Q: 3 clusters Score -4711849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4711849.000000 Penalty: 5027.488770
	Iteration 71F: 3 clusters Score -4711849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Entering Unmasked Estep 
Score: -1557504.250000 Penalty: 2229.783936
	Iteration 0F: 2 clusters Score -1557504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1550990.125000 Penalty: 4459.567871
	Iteration 0F: 3 clusters Score -1550990 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1552834.125000 Penalty: 4459.567871
	Iteration 1F: 3 clusters Score -1552834 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1553087.250000 Penalty: 4459.567871
	Iteration 2F: 3 clusters Score -1553087 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1553239.250000 Penalty: 4459.567871
	Iteration 3Q: 3 clusters Score -1553239 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1553338.250000 Penalty: 4459.567871
	Iteration 4Q: 3 clusters Score -1553338 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1553414.750000 Penalty: 4459.567871
	Iteration 5Q: 3 clusters Score -1553415 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1553472.625000 Penalty: 4459.567871
	Iteration 6Q: 3 clusters Score -1553473 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1553504.750000 Penalty: 4459.567871
	Iteration 7Q: 3 clusters Score -1553505 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1553536.250000 Penalty: 4459.567871
	Iteration 8Q: 3 clusters Score -1553536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1553566.125000 Penalty: 4459.567871
	Iteration 9Q: 3 clusters Score -1553566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1553591.750000 Penalty: 4459.567871
	Iteration 10Q: 3 clusters Score -1553592 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1553610.250000 Penalty: 4459.567871
	Iteration 11Q: 3 clusters Score -1553610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1553634.875000 Penalty: 4459.567871
	Iteration 12Q: 3 clusters Score -1553635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1553656.125000 Penalty: 4459.567871
	Iteration 13Q: 3 clusters Score -1553656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1553672.000000 Penalty: 4459.567871
	Iteration 14Q: 3 clusters Score -1553672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1553695.000000 Penalty: 4459.567871
	Iteration 15Q: 3 clusters Score -1553695 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1553713.625000 Penalty: 4459.567871
	Iteration 16Q: 3 clusters Score -1553714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1553732.500000 Penalty: 4459.567871
	Iteration 17Q: 3 clusters Score -1553732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1553757.875000 Penalty: 4459.567871
	Iteration 18Q: 3 clusters Score -1553758 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1553783.250000 Penalty: 4459.567871
	Iteration 19Q: 3 clusters Score -1553783 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1553811.250000 Penalty: 4459.567871
	Iteration 20F: 3 clusters Score -1553811 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1553843.500000 Penalty: 4459.567871
	Iteration 21Q: 3 clusters Score -1553844 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1553871.000000 Penalty: 4459.567871
	Iteration 22Q: 3 clusters Score -1553871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1553904.625000 Penalty: 4459.567871
	Iteration 23Q: 3 clusters Score -1553905 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1553938.500000 Penalty: 4459.567871
	Iteration 24Q: 3 clusters Score -1553938 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1553975.875000 Penalty: 4459.567871
	Iteration 25Q: 3 clusters Score -1553976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1554015.000000 Penalty: 4459.567871
	Iteration 26Q: 3 clusters Score -1554015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1554061.750000 Penalty: 4459.567871
	Iteration 27Q: 3 clusters Score -1554062 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1554108.250000 Penalty: 4459.567871
	Iteration 28Q: 3 clusters Score -1554108 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1554154.375000 Penalty: 4459.567871
	Iteration 29Q: 3 clusters Score -1554154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1554221.625000 Penalty: 4459.567871
	Iteration 30Q: 3 clusters Score -1554222 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1554299.125000 Penalty: 4459.567871
	Iteration 31Q: 3 clusters Score -1554299 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1554382.250000 Penalty: 4459.567871
	Iteration 32Q: 3 clusters Score -1554382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1554473.000000 Penalty: 4459.567871
	Iteration 33Q: 3 clusters Score -1554473 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1554573.125000 Penalty: 4459.567871
	Iteration 34Q: 3 clusters Score -1554573 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1554655.500000 Penalty: 4459.567871
	Iteration 35Q: 3 clusters Score -1554656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1554724.000000 Penalty: 4459.567871
	Iteration 36Q: 3 clusters Score -1554724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1554785.375000 Penalty: 4459.567871
	Iteration 37Q: 3 clusters Score -1554785 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1554835.375000 Penalty: 4459.567871
	Iteration 38Q: 3 clusters Score -1554835 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1554890.625000 Penalty: 4459.567871
	Iteration 39Q: 3 clusters Score -1554891 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1554940.500000 Penalty: 4459.567871
	Iteration 40F: 3 clusters Score -1554940 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1554984.750000 Penalty: 4459.567871
	Iteration 41Q: 3 clusters Score -1554985 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1555018.375000 Penalty: 4459.567871
	Iteration 42Q: 3 clusters Score -1555018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1555039.875000 Penalty: 4459.567871
	Iteration 43Q: 3 clusters Score -1555040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1555056.500000 Penalty: 4459.567871
	Iteration 44Q: 3 clusters Score -1555056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1555070.125000 Penalty: 4459.567871
	Iteration 45Q: 3 clusters Score -1555070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1555083.125000 Penalty: 4459.567871
	Iteration 46Q: 3 clusters Score -1555083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1555089.625000 Penalty: 4459.567871
	Iteration 47Q: 3 clusters Score -1555090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1555094.875000 Penalty: 4459.567871
	Iteration 48Q: 3 clusters Score -1555095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1555100.000000 Penalty: 4459.567871
	Iteration 49Q: 3 clusters Score -1555100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1555108.500000 Penalty: 4459.567871
	Iteration 50Q: 3 clusters Score -1555108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1555113.750000 Penalty: 4459.567871
	Iteration 51Q: 3 clusters Score -1555114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1555119.500000 Penalty: 4459.567871
	Iteration 52Q: 3 clusters Score -1555120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1555128.500000 Penalty: 4459.567871
	Iteration 53Q: 3 clusters Score -1555128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1555136.875000 Penalty: 4459.567871
	Iteration 54Q: 3 clusters Score -1555137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1555143.625000 Penalty: 4459.567871
	Iteration 55Q: 3 clusters Score -1555144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1555155.250000 Penalty: 4459.567871
	Iteration 56Q: 3 clusters Score -1555155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1555166.875000 Penalty: 4459.567871
	Iteration 57Q: 3 clusters Score -1555167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1555186.750000 Penalty: 4459.567871
	Iteration 58Q: 3 clusters Score -1555187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1555198.625000 Penalty: 4459.567871
	Iteration 59Q: 3 clusters Score -1555199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1555215.125000 Penalty: 4459.567871
	Iteration 60F: 3 clusters Score -1555215 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1555232.000000 Penalty: 4459.567871
	Iteration 61Q: 3 clusters Score -1555232 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1555250.000000 Penalty: 4459.567871
	Iteration 62Q: 3 clusters Score -1555250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1555264.125000 Penalty: 4459.567871
	Iteration 63Q: 3 clusters Score -1555264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1555279.500000 Penalty: 4459.567871
	Iteration 64Q: 3 clusters Score -1555280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1555302.000000 Penalty: 4459.567871
	Iteration 65Q: 3 clusters Score -1555302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1555324.250000 Penalty: 4459.567871
	Iteration 66Q: 3 clusters Score -1555324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1555343.875000 Penalty: 4459.567871
	Iteration 67Q: 3 clusters Score -1555344 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1555362.750000 Penalty: 4459.567871
	Iteration 68Q: 3 clusters Score -1555363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1555374.875000 Penalty: 4459.567871
	Iteration 69Q: 3 clusters Score -1555375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1555384.000000 Penalty: 4459.567871
	Iteration 70Q: 3 clusters Score -1555384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1555388.875000 Penalty: 4459.567871
	Iteration 71Q: 3 clusters Score -1555389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1555398.500000 Penalty: 4459.567871
	Iteration 72Q: 3 clusters Score -1555398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1555407.250000 Penalty: 4459.567871
	Iteration 73Q: 3 clusters Score -1555407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1555412.125000 Penalty: 4459.567871
	Iteration 74Q: 3 clusters Score -1555412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1555417.750000 Penalty: 4459.567871
	Iteration 75Q: 3 clusters Score -1555418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1555419.875000 Penalty: 4459.567871
	Iteration 76Q: 3 clusters Score -1555420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1555423.500000 Penalty: 4459.567871
	Iteration 77Q: 3 clusters Score -1555424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1555422.375000 Penalty: 4459.567871
	Iteration 78Q: 3 clusters Score -1555422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1555423.875000 Penalty: 4459.567871
	Iteration 79Q: 3 clusters Score -1555424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1555427.750000 Penalty: 4459.567871
	Iteration 80F: 3 clusters Score -1555428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1555428.625000 Penalty: 4459.567871
	Iteration 81Q: 3 clusters Score -1555429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1555428.875000 Penalty: 4459.567871
	Iteration 82Q: 3 clusters Score -1555429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1555427.500000 Penalty: 4459.567871
	Iteration 83Q: 3 clusters Score -1555428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1555427.500000 Penalty: 4459.567871
	Iteration 84F: 3 clusters Score -1555428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -118437.429688 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -118437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -116736.546875 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -116736.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -117062.546875 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -117062.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117170.085938 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -117170.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117292.171875 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -117292.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117401.000000 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -117401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117474.781250 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -117474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117515.375000 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -117515.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117550.820312 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -117550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117575.960938 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -117576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117601.382812 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -117601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117621.414062 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -117621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -117638.460938 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -117638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117640.757812 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -117640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117644.101562 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -117644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117645.101562 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -117645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117648.382812 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -117648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117648.382812 Penalty: 3262.619141
	Iteration 16F: 3 clusters Score -117648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Entering Unmasked Estep 
Score: -4902345.500000 Penalty: 2516.237793
	Iteration 0F: 2 clusters Score -4902346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4885218.500000 Penalty: 5032.475586
	Iteration 0F: 3 clusters Score -4885218 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4891265.500000 Penalty: 5032.475586
	Iteration 1F: 3 clusters Score -4891266 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4891678.000000 Penalty: 5032.475586
	Iteration 2Q: 3 clusters Score -4891678 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4892004.500000 Penalty: 5032.475586
	Iteration 3Q: 3 clusters Score -4892004 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4892303.000000 Penalty: 5032.475586
	Iteration 4Q: 3 clusters Score -4892303 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4892571.500000 Penalty: 5032.475586
	Iteration 5Q: 3 clusters Score -4892572 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4892838.500000 Penalty: 5032.475586
	Iteration 6Q: 3 clusters Score -4892838 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4893118.000000 Penalty: 5032.475586
	Iteration 7Q: 3 clusters Score -4893118 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4893448.500000 Penalty: 5032.475586
	Iteration 8Q: 3 clusters Score -4893448 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4893870.500000 Penalty: 5032.475586
	Iteration 9Q: 3 clusters Score -4893870 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -4894417.000000 Penalty: 5032.475586
	Iteration 10Q: 3 clusters Score -4894417 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4895057.500000 Penalty: 5032.475586
	Iteration 11Q: 3 clusters Score -4895058 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4895837.500000 Penalty: 5032.475586
	Iteration 12Q: 3 clusters Score -4895838 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4896582.500000 Penalty: 5032.475586
	Iteration 13Q: 3 clusters Score -4896582 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4897254.000000 Penalty: 5032.475586
	Iteration 14Q: 3 clusters Score -4897254 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -4897632.500000 Penalty: 5032.475586
	Iteration 15Q: 3 clusters Score -4897632 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -4897874.500000 Penalty: 5032.475586
	Iteration 16Q: 3 clusters Score -4897874 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4898044.000000 Penalty: 5032.475586
	Iteration 17Q: 3 clusters Score -4898044 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4898173.500000 Penalty: 5032.475586
	Iteration 18Q: 3 clusters Score -4898174 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4898247.500000 Penalty: 5032.475586
	Iteration 19Q: 3 clusters Score -4898248 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4898312.000000 Penalty: 5032.475586
	Iteration 20F: 3 clusters Score -4898312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4898366.000000 Penalty: 5032.475586
	Iteration 21Q: 3 clusters Score -4898366 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4898380.500000 Penalty: 5032.475586
	Iteration 22Q: 3 clusters Score -4898380 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4898438.500000 Penalty: 5032.475586
	Iteration 23Q: 3 clusters Score -4898438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4898485.500000 Penalty: 5032.475586
	Iteration 24Q: 3 clusters Score -4898486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4898511.000000 Penalty: 5032.475586
	Iteration 25Q: 3 clusters Score -4898511 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4898533.500000 Penalty: 5032.475586
	Iteration 26Q: 3 clusters Score -4898534 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4898547.000000 Penalty: 5032.475586
	Iteration 27Q: 3 clusters Score -4898547 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4898526.500000 Penalty: 5032.475586
	Iteration 28Q: 3 clusters Score -4898526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4898548.500000 Penalty: 5032.475586
	Iteration 29Q: 3 clusters Score -4898548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -4898522.500000 Penalty: 5032.475586
	Iteration 30Q: 3 clusters Score -4898522 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -4898518.000000 Penalty: 5032.475586
	Iteration 31Q: 3 clusters Score -4898518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4898529 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4898519 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4898530 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4898516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4898520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4898489.500000 Penalty: 5032.475586
	Iteration 37Q: 3 clusters Score -4898490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4898453.000000 Penalty: 5032.475586
	Iteration 38Q: 3 clusters Score -4898453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4898432.500000 Penalty: 5032.475586
	Iteration 39Q: 3 clusters Score -4898432 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -4898419.500000 Penalty: 5032.475586
	Iteration 40F: 3 clusters Score -4898420 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4898413.000000 Penalty: 5032.475586
	Iteration 41Q: 3 clusters Score -4898413 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4898384.000000 Penalty: 5032.475586
	Iteration 42Q: 3 clusters Score -4898384 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4898399 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4898402.500000 Penalty: 5032.475586
	Iteration 44Q: 3 clusters Score -4898402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4898378 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -4898355.000000 Penalty: 5032.475586
	Iteration 46Q: 3 clusters Score -4898355 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4898356.500000 Penalty: 5032.475586
	Iteration 47Q: 3 clusters Score -4898356 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -4898348.000000 Penalty: 5032.475586
	Iteration 48Q: 3 clusters Score -4898348 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -4898350.500000 Penalty: 5032.475586
	Iteration 49Q: 3 clusters Score -4898350 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4898331.000000 Penalty: 5032.475586
	Iteration 50Q: 3 clusters Score -4898331 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -4898346.500000 Penalty: 5032.475586
	Iteration 51Q: 3 clusters Score -4898346 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4898368.500000 Penalty: 5032.475586
	Iteration 52Q: 3 clusters Score -4898368 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4898353.500000 Penalty: 5032.475586
	Iteration 53Q: 3 clusters Score -4898354 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4898371.500000 Penalty: 5032.475586
	Iteration 54Q: 3 clusters Score -4898372 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4898353.000000 Penalty: 5032.475586
	Iteration 55Q: 3 clusters Score -4898353 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -4898370.000000 Penalty: 5032.475586
	Iteration 56Q: 3 clusters Score -4898370 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -4898384.000000 Penalty: 5032.475586
	Iteration 57Q: 3 clusters Score -4898384 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4898412.000000 Penalty: 5032.475586
	Iteration 58Q: 3 clusters Score -4898412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4898418.000000 Penalty: 5032.475586
	Iteration 59Q: 3 clusters Score -4898418 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -4898427.000000 Penalty: 5032.475586
	Iteration 60F: 3 clusters Score -4898427 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4898460.500000 Penalty: 5032.475586
	Iteration 61Q: 3 clusters Score -4898460 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4898476.000000 Penalty: 5032.475586
	Iteration 62Q: 3 clusters Score -4898476 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4898493.500000 Penalty: 5032.475586
	Iteration 63Q: 3 clusters Score -4898494 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4898510.500000 Penalty: 5032.475586
	Iteration 64Q: 3 clusters Score -4898510 nChanged 193
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4898508 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -4898504.500000 Penalty: 5032.475586
	Iteration 66Q: 3 clusters Score -4898504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4898515.500000 Penalty: 5032.475586
	Iteration 67Q: 3 clusters Score -4898516 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4898515 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4898536.000000 Penalty: 5032.475586
	Iteration 69Q: 3 clusters Score -4898536 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -4898538.000000 Penalty: 5032.475586
	Iteration 70Q: 3 clusters Score -4898538 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4898542.500000 Penalty: 5032.475586
	Iteration 71Q: 3 clusters Score -4898542 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4898528.000000 Penalty: 5032.475586
	Iteration 72Q: 3 clusters Score -4898528 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4898528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -4898555.500000 Penalty: 5032.475586
	Iteration 74Q: 3 clusters Score -4898556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4898546.500000 Penalty: 5032.475586
	Iteration 75Q: 3 clusters Score -4898546 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4898572.000000 Penalty: 5032.475586
	Iteration 76Q: 3 clusters Score -4898572 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4898572 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4898569.500000 Penalty: 5032.475586
	Iteration 78Q: 3 clusters Score -4898570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4898578.000000 Penalty: 5032.475586
	Iteration 79Q: 3 clusters Score -4898578 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4898596.000000 Penalty: 5032.475586
	Iteration 80F: 3 clusters Score -4898596 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4898597 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4898605.500000 Penalty: 5032.475586
	Iteration 82Q: 3 clusters Score -4898606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4898625.000000 Penalty: 5032.475586
	Iteration 83Q: 3 clusters Score -4898625 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4898624.000000 Penalty: 5032.475586
	Iteration 84Q: 3 clusters Score -4898624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -4898646.000000 Penalty: 5032.475586
	Iteration 85Q: 3 clusters Score -4898646 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4898662.500000 Penalty: 5032.475586
	Iteration 86Q: 3 clusters Score -4898662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -4898691.000000 Penalty: 5032.475586
	Iteration 87Q: 3 clusters Score -4898691 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4898721.000000 Penalty: 5032.475586
	Iteration 88Q: 3 clusters Score -4898721 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -4898738.500000 Penalty: 5032.475586
	Iteration 89Q: 3 clusters Score -4898738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4898800 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -4898849.500000 Penalty: 5032.475586
	Iteration 91Q: 3 clusters Score -4898850 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -4898922.500000 Penalty: 5032.475586
	Iteration 92Q: 3 clusters Score -4898922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4899002.000000 Penalty: 5032.475586
	Iteration 93Q: 3 clusters Score -4899002 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4899078.000000 Penalty: 5032.475586
	Iteration 94Q: 3 clusters Score -4899078 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4899143.000000 Penalty: 5032.475586
	Iteration 95Q: 3 clusters Score -4899143 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4899262.000000 Penalty: 5032.475586
	Iteration 96Q: 3 clusters Score -4899262 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4899359.000000 Penalty: 5032.475586
	Iteration 97Q: 3 clusters Score -4899359 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4899462.000000 Penalty: 5032.475586
	Iteration 98Q: 3 clusters Score -4899462 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4899575.000000 Penalty: 5032.475586
	Iteration 99Q: 3 clusters Score -4899575 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -4899719.500000 Penalty: 5032.475586
	Iteration 100F: 3 clusters Score -4899720 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4899873.500000 Penalty: 5032.475586
	Iteration 101Q: 3 clusters Score -4899874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4899989.500000 Penalty: 5032.475586
	Iteration 102Q: 3 clusters Score -4899990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -4900083.000000 Penalty: 5032.475586
	Iteration 103Q: 3 clusters Score -4900083 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4900149.500000 Penalty: 5032.475586
	Iteration 104Q: 3 clusters Score -4900150 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4900198.000000 Penalty: 5032.475586
	Iteration 105Q: 3 clusters Score -4900198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4900238.500000 Penalty: 5032.475586
	Iteration 106Q: 3 clusters Score -4900238 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -4900255.000000 Penalty: 5032.475586
	Iteration 107Q: 3 clusters Score -4900255 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4900289.500000 Penalty: 5032.475586
	Iteration 108Q: 3 clusters Score -4900290 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4900303.500000 Penalty: 5032.475586
	Iteration 109Q: 3 clusters Score -4900304 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4900300.000000 Penalty: 5032.475586
	Iteration 110Q: 3 clusters Score -4900300 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4900317.000000 Penalty: 5032.475586
	Iteration 111Q: 3 clusters Score -4900317 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4900330.500000 Penalty: 5032.475586
	Iteration 112Q: 3 clusters Score -4900330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4900351.000000 Penalty: 5032.475586
	Iteration 113Q: 3 clusters Score -4900351 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4900362.000000 Penalty: 5032.475586
	Iteration 114Q: 3 clusters Score -4900362 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4900360.000000 Penalty: 5032.475586
	Iteration 115Q: 3 clusters Score -4900360 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -4900368.000000 Penalty: 5032.475586
	Iteration 116Q: 3 clusters Score -4900368 nChanged 29
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Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4900378.500000 Penalty: 5032.475586
	Iteration 117Q: 3 clusters Score -4900378 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4900381.000000 Penalty: 5032.475586
	Iteration 118Q: 3 clusters Score -4900381 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4900392.000000 Penalty: 5032.475586
	Iteration 119Q: 3 clusters Score -4900392 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4900391.500000 Penalty: 5032.475586
	Iteration 120F: 3 clusters Score -4900392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4900407.000000 Penalty: 5032.475586
	Iteration 121Q: 3 clusters Score -4900407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4900419.500000 Penalty: 5032.475586
	Iteration 122Q: 3 clusters Score -4900420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -4900419.000000 Penalty: 5032.475586
	Iteration 123Q: 3 clusters Score -4900419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4900416.000000 Penalty: 5032.475586
	Iteration 124Q: 3 clusters Score -4900416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4900419.500000 Penalty: 5032.475586
	Iteration 125Q: 3 clusters Score -4900420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4900420.000000 Penalty: 5032.475586
	Iteration 126Q: 3 clusters Score -4900420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -4900419.500000 Penalty: 5032.475586
	Iteration 127Q: 3 clusters Score -4900420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4900423.500000 Penalty: 5032.475586
	Iteration 128Q: 3 clusters Score -4900424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -4900435.000000 Penalty: 5032.475586
	Iteration 129Q: 3 clusters Score -4900435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4900441.500000 Penalty: 5032.475586
	Iteration 130Q: 3 clusters Score -4900442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -4900444.000000 Penalty: 5032.475586
	Iteration 131Q: 3 clusters Score -4900444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -4900447.500000 Penalty: 5032.475586
	Iteration 132Q: 3 clusters Score -4900448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -4900439.500000 Penalty: 5032.475586
	Iteration 133Q: 3 clusters Score -4900440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4900443.500000 Penalty: 5032.475586
	Iteration 134Q: 3 clusters Score -4900444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4900441.500000 Penalty: 5032.475586
	Iteration 135Q: 3 clusters Score -4900442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4900437.000000 Penalty: 5032.475586
	Iteration 136Q: 3 clusters Score -4900437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4900439.000000 Penalty: 5032.475586
	Iteration 137Q: 3 clusters Score -4900439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4900437.500000 Penalty: 5032.475586
	Iteration 138Q: 3 clusters Score -4900438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4900438.000000 Penalty: 5032.475586
	Iteration 139Q: 3 clusters Score -4900438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4900451.000000 Penalty: 5032.475586
	Iteration 140F: 3 clusters Score -4900451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4900449.000000 Penalty: 5032.475586
	Iteration 141Q: 3 clusters Score -4900449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4900453.500000 Penalty: 5032.475586
	Iteration 142Q: 3 clusters Score -4900454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4900455.000000 Penalty: 5032.475586
	Iteration 143Q: 3 clusters Score -4900455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4900454.500000 Penalty: 5032.475586
	Iteration 144Q: 3 clusters Score -4900454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4900455.000000 Penalty: 5032.475586
	Iteration 145Q: 3 clusters Score -4900455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -4900457.000000 Penalty: 5032.475586
	Iteration 146Q: 3 clusters Score -4900457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -4900460.000000 Penalty: 5032.475586
	Iteration 147Q: 3 clusters Score -4900460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -4900460.000000 Penalty: 5032.475586
	Iteration 148F: 3 clusters Score -4900460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Entering Unmasked Estep 
Score: -2760562.000000 Penalty: 2370.375244
	Iteration 0F: 2 clusters Score -2760562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2750227.250000 Penalty: 4740.750488
	Iteration 0F: 3 clusters Score -2750227 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2753523.000000 Penalty: 4740.750488
	Iteration 1F: 3 clusters Score -2753523 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2753940.000000 Penalty: 4740.750488
	Iteration 2F: 3 clusters Score -2753940 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2754293.250000 Penalty: 4740.750488
	Iteration 3F: 3 clusters Score -2754293 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2754594.000000 Penalty: 4740.750488
	Iteration 4Q: 3 clusters Score -2754594 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2754849.500000 Penalty: 4740.750488
	Iteration 5Q: 3 clusters Score -2754850 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2755069.000000 Penalty: 4740.750488
	Iteration 6Q: 3 clusters Score -2755069 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2755276.000000 Penalty: 4740.750488
	Iteration 7Q: 3 clusters Score -2755276 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2755456.250000 Penalty: 4740.750488
	Iteration 8Q: 3 clusters Score -2755456 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2755623.500000 Penalty: 4740.750488
	Iteration 9Q: 3 clusters Score -2755624 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2755794.500000 Penalty: 4740.750488
	Iteration 10Q: 3 clusters Score -2755794 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2755990.250000 Penalty: 4740.750488
	Iteration 11Q: 3 clusters Score -2755990 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2756202.500000 Penalty: 4740.750488
	Iteration 12Q: 3 clusters Score -2756202 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2756427.250000 Penalty: 4740.750488
	Iteration 13Q: 3 clusters Score -2756427 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2756664.250000 Penalty: 4740.750488
	Iteration 14Q: 3 clusters Score -2756664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2756913.250000 Penalty: 4740.750488
	Iteration 15Q: 3 clusters Score -2756913 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2757093.250000 Penalty: 4740.750488
	Iteration 16Q: 3 clusters Score -2757093 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2757233.500000 Penalty: 4740.750488
	Iteration 17Q: 3 clusters Score -2757234 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2757346.250000 Penalty: 4740.750488
	Iteration 18Q: 3 clusters Score -2757346 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2757434.750000 Penalty: 4740.750488
	Iteration 19Q: 3 clusters Score -2757435 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2757488.500000 Penalty: 4740.750488
	Iteration 20F: 3 clusters Score -2757488 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2757535.750000 Penalty: 4740.750488
	Iteration 21Q: 3 clusters Score -2757536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2757572.250000 Penalty: 4740.750488
	Iteration 22Q: 3 clusters Score -2757572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2757596.250000 Penalty: 4740.750488
	Iteration 23Q: 3 clusters Score -2757596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -2757621.750000 Penalty: 4740.750488
	Iteration 24Q: 3 clusters Score -2757622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2757634.250000 Penalty: 4740.750488
	Iteration 25Q: 3 clusters Score -2757634 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2757655.750000 Penalty: 4740.750488
	Iteration 26Q: 3 clusters Score -2757656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2757685.500000 Penalty: 4740.750488
	Iteration 27Q: 3 clusters Score -2757686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2757696.250000 Penalty: 4740.750488
	Iteration 28Q: 3 clusters Score -2757696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2757710.750000 Penalty: 4740.750488
	Iteration 29Q: 3 clusters Score -2757711 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2757725.000000 Penalty: 4740.750488
	Iteration 30Q: 3 clusters Score -2757725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2757747.250000 Penalty: 4740.750488
	Iteration 31Q: 3 clusters Score -2757747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2757761.500000 Penalty: 4740.750488
	Iteration 32Q: 3 clusters Score -2757762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2757768.000000 Penalty: 4740.750488
	Iteration 33Q: 3 clusters Score -2757768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2757777.000000 Penalty: 4740.750488
	Iteration 34Q: 3 clusters Score -2757777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2757791.250000 Penalty: 4740.750488
	Iteration 35Q: 3 clusters Score -2757791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2757802.250000 Penalty: 4740.750488
	Iteration 36Q: 3 clusters Score -2757802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2757802.000000 Penalty: 4740.750488
	Iteration 37Q: 3 clusters Score -2757802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2757804.000000 Penalty: 4740.750488
	Iteration 38Q: 3 clusters Score -2757804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2757813.750000 Penalty: 4740.750488
	Iteration 39Q: 3 clusters Score -2757814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2757811.750000 Penalty: 4740.750488
	Iteration 40F: 3 clusters Score -2757812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757810.500000 Penalty: 4740.750488
	Iteration 41Q: 3 clusters Score -2757810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2757818.000000 Penalty: 4740.750488
	Iteration 42Q: 3 clusters Score -2757818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2757820.000000 Penalty: 4740.750488
	Iteration 43Q: 3 clusters Score -2757820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2757825.750000 Penalty: 4740.750488
	Iteration 44Q: 3 clusters Score -2757826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2757821.500000 Penalty: 4740.750488
	Iteration 45Q: 3 clusters Score -2757822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2757821.000000 Penalty: 4740.750488
	Iteration 46Q: 3 clusters Score -2757821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2757829.250000 Penalty: 4740.750488
	Iteration 47Q: 3 clusters Score -2757829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2757833.250000 Penalty: 4740.750488
	Iteration 48Q: 3 clusters Score -2757833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2757832.000000 Penalty: 4740.750488
	Iteration 49Q: 3 clusters Score -2757832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757832.000000 Penalty: 4740.750488
	Iteration 50Q: 3 clusters Score -2757832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757831.750000 Penalty: 4740.750488
	Iteration 51Q: 3 clusters Score -2757832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757833.500000 Penalty: 4740.750488
	Iteration 52Q: 3 clusters Score -2757834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2757833.000000 Penalty: 4740.750488
	Iteration 53Q: 3 clusters Score -2757833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2757833.500000 Penalty: 4740.750488
	Iteration 54Q: 3 clusters Score -2757834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2757831.000000 Penalty: 4740.750488
	Iteration 55Q: 3 clusters Score -2757831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2757825.250000 Penalty: 4740.750488
	Iteration 56Q: 3 clusters Score -2757825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2757825.500000 Penalty: 4740.750488
	Iteration 57Q: 3 clusters Score -2757826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2757828.000000 Penalty: 4740.750488
	Iteration 58Q: 3 clusters Score -2757828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2757829.250000 Penalty: 4740.750488
	Iteration 59Q: 3 clusters Score -2757829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2757831.750000 Penalty: 4740.750488
	Iteration 60F: 3 clusters Score -2757832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757832.000000 Penalty: 4740.750488
	Iteration 61Q: 3 clusters Score -2757832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757834.000000 Penalty: 4740.750488
	Iteration 62Q: 3 clusters Score -2757834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2757829.750000 Penalty: 4740.750488
	Iteration 63Q: 3 clusters Score -2757830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2757831.500000 Penalty: 4740.750488
	Iteration 64Q: 3 clusters Score -2757832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2757831.500000 Penalty: 4740.750488
	Iteration 65Q: 3 clusters Score -2757832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2757835.250000 Penalty: 4740.750488
	Iteration 66Q: 3 clusters Score -2757835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2757835.750000 Penalty: 4740.750488
	Iteration 67Q: 3 clusters Score -2757836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2757835.250000 Penalty: 4740.750488
	Iteration 68Q: 3 clusters Score -2757835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757838.000000 Penalty: 4740.750488
	Iteration 69Q: 3 clusters Score -2757838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2757837.750000 Penalty: 4740.750488
	Iteration 70Q: 3 clusters Score -2757838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2757838.250000 Penalty: 4740.750488
	Iteration 71Q: 3 clusters Score -2757838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757837.500000 Penalty: 4740.750488
	Iteration 72Q: 3 clusters Score -2757838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757838.250000 Penalty: 4740.750488
	Iteration 73Q: 3 clusters Score -2757838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2757839.250000 Penalty: 4740.750488
	Iteration 74Q: 3 clusters Score -2757839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757843.250000 Penalty: 4740.750488
	Iteration 75Q: 3 clusters Score -2757843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2757844.000000 Penalty: 4740.750488
	Iteration 76Q: 3 clusters Score -2757844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2757841.750000 Penalty: 4740.750488
	Iteration 77Q: 3 clusters Score -2757842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2757850.500000 Penalty: 4740.750488
	Iteration 78Q: 3 clusters Score -2757850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2757852.750000 Penalty: 4740.750488
	Iteration 79Q: 3 clusters Score -2757853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2757857.500000 Penalty: 4740.750488
	Iteration 80F: 3 clusters Score -2757858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2757850.750000 Penalty: 4740.750488
	Iteration 81Q: 3 clusters Score -2757851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2757855.500000 Penalty: 4740.750488
	Iteration 82Q: 3 clusters Score -2757856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2757861.000000 Penalty: 4740.750488
	Iteration 83Q: 3 clusters Score -2757861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2757862.500000 Penalty: 4740.750488
	Iteration 84Q: 3 clusters Score -2757862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2757865.250000 Penalty: 4740.750488
	Iteration 85Q: 3 clusters Score -2757865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2757859.000000 Penalty: 4740.750488
	Iteration 86Q: 3 clusters Score -2757859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2757860.500000 Penalty: 4740.750488
	Iteration 87Q: 3 clusters Score -2757860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2757861.500000 Penalty: 4740.750488
	Iteration 88Q: 3 clusters Score -2757862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2757861.250000 Penalty: 4740.750488
	Iteration 89Q: 3 clusters Score -2757861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2757859.250000 Penalty: 4740.750488
	Iteration 90Q: 3 clusters Score -2757859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2757862.500000 Penalty: 4740.750488
	Iteration 91Q: 3 clusters Score -2757862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2757864.250000 Penalty: 4740.750488
	Iteration 92Q: 3 clusters Score -2757864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2757860.000000 Penalty: 4740.750488
	Iteration 93Q: 3 clusters Score -2757860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2757859.750000 Penalty: 4740.750488
	Iteration 94Q: 3 clusters Score -2757860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2757858.750000 Penalty: 4740.750488
	Iteration 95Q: 3 clusters Score -2757859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2757860.250000 Penalty: 4740.750488
	Iteration 96Q: 3 clusters Score -2757860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2757864.250000 Penalty: 4740.750488
	Iteration 97Q: 3 clusters Score -2757864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2757863.750000 Penalty: 4740.750488
	Iteration 98Q: 3 clusters Score -2757864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2757861.250000 Penalty: 4740.750488
	Iteration 99Q: 3 clusters Score -2757861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2757862.250000 Penalty: 4740.750488
	Iteration 100F: 3 clusters Score -2757862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -121355.578125 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -121355.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119668.585938 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -119668.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -119880.164062 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -119880.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119972.843750 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -119972.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120029.312500 Penalty: 3232.764893
	Iteration 3Q: 3 clusters Score -120029.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120058.968750 Penalty: 3232.764893
	Iteration 4Q: 3 clusters Score -120059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120067.937500 Penalty: 3232.764893
	Iteration 5Q: 3 clusters Score -120067.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120072.382812 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -120072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120073.921875 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -120073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -120075.062500 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -120075.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120080.117188 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -120080.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120083.882812 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -120083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120092.710938 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -120092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120106.273438 Penalty: 3232.764893
	Iteration 12Q: 3 clusters Score -120106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120118.031250 Penalty: 3232.764893
	Iteration 13Q: 3 clusters Score -120118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -120122.664062 Penalty: 3232.764893
	Iteration 14Q: 3 clusters Score -120122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120125.210938 Penalty: 3232.764893
	Iteration 15Q: 3 clusters Score -120125.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -120125.210938 Penalty: 3232.764893
	Iteration 16F: 3 clusters Score -120125.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Entering Unmasked Estep 
Score: -5071871.500000 Penalty: 2520.864014
	Iteration 0F: 2 clusters Score -5071872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -5053779.500000 Penalty: 5041.728027
	Iteration 0F: 3 clusters Score -5053780 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5060222.500000 Penalty: 5041.728027
	Iteration 1F: 3 clusters Score -5060222 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -5060696.500000 Penalty: 5041.728027
	Iteration 2F: 3 clusters Score -5060696 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -5061140.500000 Penalty: 5041.728027
	Iteration 3F: 3 clusters Score -5061140 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5061664.500000 Penalty: 5041.728027
	Iteration 4F: 3 clusters Score -5061664 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -5062347.000000 Penalty: 5041.728027
	Iteration 5F: 3 clusters Score -5062347 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5063184.000000 Penalty: 5041.728027
	Iteration 6F: 3 clusters Score -5063184 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -5064224.500000 Penalty: 5041.728027
	Iteration 7F: 3 clusters Score -5064224 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5065154.500000 Penalty: 5041.728027
	Iteration 8F: 3 clusters Score -5065154 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5065690.000000 Penalty: 5041.728027
	Iteration 9Q: 3 clusters Score -5065690 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -5065946.000000 Penalty: 5041.728027
	Iteration 10Q: 3 clusters Score -5065946 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5066101.500000 Penalty: 5041.728027
	Iteration 11Q: 3 clusters Score -5066102 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5066200.000000 Penalty: 5041.728027
	Iteration 12Q: 3 clusters Score -5066200 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -5066356.000000 Penalty: 5041.728027
	Iteration 13Q: 3 clusters Score -5066356 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -5066443.500000 Penalty: 5041.728027
	Iteration 14Q: 3 clusters Score -5066444 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5066498.000000 Penalty: 5041.728027
	Iteration 15Q: 3 clusters Score -5066498 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -5066461.500000 Penalty: 5041.728027
	Iteration 16Q: 3 clusters Score -5066462 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -5066434.000000 Penalty: 5041.728027
	Iteration 17Q: 3 clusters Score -5066434 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -5066351.500000 Penalty: 5041.728027
	Iteration 18Q: 3 clusters Score -5066352 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5066294.000000 Penalty: 5041.728027
	Iteration 19Q: 3 clusters Score -5066294 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5066267.000000 Penalty: 5041.728027
	Iteration 20F: 3 clusters Score -5066267 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5066241.500000 Penalty: 5041.728027
	Iteration 21Q: 3 clusters Score -5066242 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -5066208.000000 Penalty: 5041.728027
	Iteration 22Q: 3 clusters Score -5066208 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -5066171.000000 Penalty: 5041.728027
	Iteration 23Q: 3 clusters Score -5066171 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5066236.500000 Penalty: 5041.728027
	Iteration 24Q: 3 clusters Score -5066236 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5066367.500000 Penalty: 5041.728027
	Iteration 25Q: 3 clusters Score -5066368 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -5066507.000000 Penalty: 5041.728027
	Iteration 26Q: 3 clusters Score -5066507 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -5066677.500000 Penalty: 5041.728027
	Iteration 27Q: 3 clusters Score -5066678 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5066857.500000 Penalty: 5041.728027
	Iteration 28Q: 3 clusters Score -5066858 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5067267.000000 Penalty: 5041.728027
	Iteration 29Q: 3 clusters Score -5067267 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5067867.500000 Penalty: 5041.728027
	Iteration 30Q: 3 clusters Score -5067868 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5068308.500000 Penalty: 5041.728027
	Iteration 31Q: 3 clusters Score -5068308 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -5068643.500000 Penalty: 5041.728027
	Iteration 32Q: 3 clusters Score -5068644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5068870.000000 Penalty: 5041.728027
	Iteration 33Q: 3 clusters Score -5068870 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5069085.500000 Penalty: 5041.728027
	Iteration 34Q: 3 clusters Score -5069086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -5069238.500000 Penalty: 5041.728027
	Iteration 35Q: 3 clusters Score -5069238 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -5069334.000000 Penalty: 5041.728027
	Iteration 36Q: 3 clusters Score -5069334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5069433.000000 Penalty: 5041.728027
	Iteration 37Q: 3 clusters Score -5069433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -5069471.000000 Penalty: 5041.728027
	Iteration 38Q: 3 clusters Score -5069471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5069502.500000 Penalty: 5041.728027
	Iteration 39Q: 3 clusters Score -5069502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5069538.000000 Penalty: 5041.728027
	Iteration 40F: 3 clusters Score -5069538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -5069549.500000 Penalty: 5041.728027
	Iteration 41Q: 3 clusters Score -5069550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -5069569.000000 Penalty: 5041.728027
	Iteration 42Q: 3 clusters Score -5069569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5069580.500000 Penalty: 5041.728027
	Iteration 43Q: 3 clusters Score -5069580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -5069605.500000 Penalty: 5041.728027
	Iteration 44Q: 3 clusters Score -5069606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5069610.000000 Penalty: 5041.728027
	Iteration 45Q: 3 clusters Score -5069610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -5069627.000000 Penalty: 5041.728027
	Iteration 46Q: 3 clusters Score -5069627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5069629.500000 Penalty: 5041.728027
	Iteration 47Q: 3 clusters Score -5069630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5069634.000000 Penalty: 5041.728027
	Iteration 48Q: 3 clusters Score -5069634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5069634.000000 Penalty: 5041.728027
	Iteration 49Q: 3 clusters Score -5069634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5069635.000000 Penalty: 5041.728027
	Iteration 50Q: 3 clusters Score -5069635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5069634.000000 Penalty: 5041.728027
	Iteration 51Q: 3 clusters Score -5069634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5069637.500000 Penalty: 5041.728027
	Iteration 52Q: 3 clusters Score -5069638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5069634.000000 Penalty: 5041.728027
	Iteration 53Q: 3 clusters Score -5069634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5069641.500000 Penalty: 5041.728027
	Iteration 54Q: 3 clusters Score -5069642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5069644.000000 Penalty: 5041.728027
	Iteration 55Q: 3 clusters Score -5069644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5069643.000000 Penalty: 5041.728027
	Iteration 56Q: 3 clusters Score -5069643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -5069650.000000 Penalty: 5041.728027
	Iteration 57Q: 3 clusters Score -5069650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5069660.500000 Penalty: 5041.728027
	Iteration 58Q: 3 clusters Score -5069660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -5069657.500000 Penalty: 5041.728027
	Iteration 59Q: 3 clusters Score -5069658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5069661.500000 Penalty: 5041.728027
	Iteration 60F: 3 clusters Score -5069662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -5069672.000000 Penalty: 5041.728027
	Iteration 61Q: 3 clusters Score -5069672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5069686.000000 Penalty: 5041.728027
	Iteration 62Q: 3 clusters Score -5069686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -5069681.500000 Penalty: 5041.728027
	Iteration 63Q: 3 clusters Score -5069682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -5069689.500000 Penalty: 5041.728027
	Iteration 64Q: 3 clusters Score -5069690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5069686.500000 Penalty: 5041.728027
	Iteration 65Q: 3 clusters Score -5069686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -5069687.500000 Penalty: 5041.728027
	Iteration 66Q: 3 clusters Score -5069688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5069687.500000 Penalty: 5041.728027
	Iteration 67Q: 3 clusters Score -5069688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5069685.500000 Penalty: 5041.728027
	Iteration 68Q: 3 clusters Score -5069686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -5069689.000000 Penalty: 5041.728027
	Iteration 69Q: 3 clusters Score -5069689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5069689.500000 Penalty: 5041.728027
	Iteration 70Q: 3 clusters Score -5069690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -5069689.500000 Penalty: 5041.728027
	Iteration 71F: 3 clusters Score -5069690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Entering Unmasked Estep 
Score: -3667200.500000 Penalty: 2426.271240
	Iteration 0F: 2 clusters Score -3667200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -3655863.000000 Penalty: 4852.542480
	Iteration 0F: 3 clusters Score -3655863 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3659903.500000 Penalty: 4852.542480
	Iteration 1F: 3 clusters Score -3659904 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3660195.250000 Penalty: 4852.542480
	Iteration 2Q: 3 clusters Score -3660195 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3660421.000000 Penalty: 4852.542480
	Iteration 3Q: 3 clusters Score -3660421 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3660591.500000 Penalty: 4852.542480
	Iteration 4Q: 3 clusters Score -3660592 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3660712.500000 Penalty: 4852.542480
	Iteration 5Q: 3 clusters Score -3660712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3660826.500000 Penalty: 4852.542480
	Iteration 6Q: 3 clusters Score -3660826 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3660933.250000 Penalty: 4852.542480
	Iteration 7Q: 3 clusters Score -3660933 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3661047.750000 Penalty: 4852.542480
	Iteration 8Q: 3 clusters Score -3661048 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3661139.750000 Penalty: 4852.542480
	Iteration 9Q: 3 clusters Score -3661140 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3661261.000000 Penalty: 4852.542480
	Iteration 10Q: 3 clusters Score -3661261 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3661474.500000 Penalty: 4852.542480
	Iteration 11Q: 3 clusters Score -3661474 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -3661694.250000 Penalty: 4852.542480
	Iteration 12Q: 3 clusters Score -3661694 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3661892.000000 Penalty: 4852.542480
	Iteration 13Q: 3 clusters Score -3661892 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3662106.500000 Penalty: 4852.542480
	Iteration 14Q: 3 clusters Score -3662106 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3662492.000000 Penalty: 4852.542480
	Iteration 15Q: 3 clusters Score -3662492 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3662805.000000 Penalty: 4852.542480
	Iteration 16Q: 3 clusters Score -3662805 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3663401.750000 Penalty: 4852.542480
	Iteration 17Q: 3 clusters Score -3663402 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3663890.750000 Penalty: 4852.542480
	Iteration 18Q: 3 clusters Score -3663891 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3664288.500000 Penalty: 4852.542480
	Iteration 19Q: 3 clusters Score -3664288 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3664557.000000 Penalty: 4852.542480
	Iteration 20F: 3 clusters Score -3664557 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3664766.000000 Penalty: 4852.542480
	Iteration 21Q: 3 clusters Score -3664766 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3664926.250000 Penalty: 4852.542480
	Iteration 22Q: 3 clusters Score -3664926 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3665009.750000 Penalty: 4852.542480
	Iteration 23Q: 3 clusters Score -3665010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3665080.250000 Penalty: 4852.542480
	Iteration 24Q: 3 clusters Score -3665080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3665110.250000 Penalty: 4852.542480
	Iteration 25Q: 3 clusters Score -3665110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3665141.000000 Penalty: 4852.542480
	Iteration 26Q: 3 clusters Score -3665141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3665160.000000 Penalty: 4852.542480
	Iteration 27Q: 3 clusters Score -3665160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3665172.250000 Penalty: 4852.542480
	Iteration 28Q: 3 clusters Score -3665172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3665193.500000 Penalty: 4852.542480
	Iteration 29Q: 3 clusters Score -3665194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3665204.500000 Penalty: 4852.542480
	Iteration 30Q: 3 clusters Score -3665204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3665203.750000 Penalty: 4852.542480
	Iteration 31Q: 3 clusters Score -3665204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3665213.000000 Penalty: 4852.542480
	Iteration 32Q: 3 clusters Score -3665213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3665219.750000 Penalty: 4852.542480
	Iteration 33Q: 3 clusters Score -3665220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3665230.250000 Penalty: 4852.542480
	Iteration 34Q: 3 clusters Score -3665230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3665233.000000 Penalty: 4852.542480
	Iteration 35Q: 3 clusters Score -3665233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3665250.250000 Penalty: 4852.542480
	Iteration 36Q: 3 clusters Score -3665250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3665250.750000 Penalty: 4852.542480
	Iteration 37Q: 3 clusters Score -3665251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3665261.000000 Penalty: 4852.542480
	Iteration 38Q: 3 clusters Score -3665261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3665266.750000 Penalty: 4852.542480
	Iteration 39Q: 3 clusters Score -3665267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3665274.500000 Penalty: 4852.542480
	Iteration 40F: 3 clusters Score -3665274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3665277.750000 Penalty: 4852.542480
	Iteration 41Q: 3 clusters Score -3665278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3665276.000000 Penalty: 4852.542480
	Iteration 42Q: 3 clusters Score -3665276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3665278.000000 Penalty: 4852.542480
	Iteration 43Q: 3 clusters Score -3665278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3665278.000000 Penalty: 4852.542480
	Iteration 44F: 3 clusters Score -3665278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Entering Unmasked Estep 
Score: -4497533.000000 Penalty: 2478.288818
	Iteration 0F: 2 clusters Score -4497533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4484214.500000 Penalty: 4956.577637
	Iteration 0F: 3 clusters Score -4484214 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4489293.000000 Penalty: 4956.577637
	Iteration 1F: 3 clusters Score -4489293 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4489580.000000 Penalty: 4956.577637
	Iteration 2Q: 3 clusters Score -4489580 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4489815.000000 Penalty: 4956.577637
	Iteration 3Q: 3 clusters Score -4489815 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4489960.500000 Penalty: 4956.577637
	Iteration 4Q: 3 clusters Score -4489960 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -4490125.000000 Penalty: 4956.577637
	Iteration 5Q: 3 clusters Score -4490125 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4490255.000000 Penalty: 4956.577637
	Iteration 6Q: 3 clusters Score -4490255 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4490386.000000 Penalty: 4956.577637
	Iteration 7Q: 3 clusters Score -4490386 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4490489.000000 Penalty: 4956.577637
	Iteration 8Q: 3 clusters Score -4490489 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -4490608.000000 Penalty: 4956.577637
	Iteration 9Q: 3 clusters Score -4490608 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -4490686.500000 Penalty: 4956.577637
	Iteration 10Q: 3 clusters Score -4490686 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4490815.500000 Penalty: 4956.577637
	Iteration 11Q: 3 clusters Score -4490816 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -4490975.000000 Penalty: 4956.577637
	Iteration 12Q: 3 clusters Score -4490975 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4491163.500000 Penalty: 4956.577637
	Iteration 13Q: 3 clusters Score -4491164 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4491464.500000 Penalty: 4956.577637
	Iteration 14Q: 3 clusters Score -4491464 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4491869.500000 Penalty: 4956.577637
	Iteration 15Q: 3 clusters Score -4491870 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4492277.000000 Penalty: 4956.577637
	Iteration 16Q: 3 clusters Score -4492277 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4492844.000000 Penalty: 4956.577637
	Iteration 17Q: 3 clusters Score -4492844 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -4493480.500000 Penalty: 4956.577637
	Iteration 18Q: 3 clusters Score -4493480 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4494136.000000 Penalty: 4956.577637
	Iteration 19Q: 3 clusters Score -4494136 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4494613.000000 Penalty: 4956.577637
	Iteration 20F: 3 clusters Score -4494613 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4494881.500000 Penalty: 4956.577637
	Iteration 21Q: 3 clusters Score -4494882 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4495006.500000 Penalty: 4956.577637
	Iteration 22Q: 3 clusters Score -4495006 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4495087.000000 Penalty: 4956.577637
	Iteration 23Q: 3 clusters Score -4495087 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4495170.000000 Penalty: 4956.577637
	Iteration 24Q: 3 clusters Score -4495170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4495240.000000 Penalty: 4956.577637
	Iteration 25Q: 3 clusters Score -4495240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4495271.000000 Penalty: 4956.577637
	Iteration 26Q: 3 clusters Score -4495271 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4495320.500000 Penalty: 4956.577637
	Iteration 27Q: 3 clusters Score -4495320 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4495388.000000 Penalty: 4956.577637
	Iteration 28Q: 3 clusters Score -4495388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4495434.500000 Penalty: 4956.577637
	Iteration 29Q: 3 clusters Score -4495434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4495458.500000 Penalty: 4956.577637
	Iteration 30Q: 3 clusters Score -4495458 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4495483.000000 Penalty: 4956.577637
	Iteration 31Q: 3 clusters Score -4495483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4495520.000000 Penalty: 4956.577637
	Iteration 32Q: 3 clusters Score -4495520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4495533.000000 Penalty: 4956.577637
	Iteration 33Q: 3 clusters Score -4495533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4495560.000000 Penalty: 4956.577637
	Iteration 34Q: 3 clusters Score -4495560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4495570.000000 Penalty: 4956.577637
	Iteration 35Q: 3 clusters Score -4495570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4495590.000000 Penalty: 4956.577637
	Iteration 36Q: 3 clusters Score -4495590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4495599.000000 Penalty: 4956.577637
	Iteration 37Q: 3 clusters Score -4495599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4495608.000000 Penalty: 4956.577637
	Iteration 38Q: 3 clusters Score -4495608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4495621.500000 Penalty: 4956.577637
	Iteration 39Q: 3 clusters Score -4495622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4495628.000000 Penalty: 4956.577637
	Iteration 40F: 3 clusters Score -4495628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4495620.500000 Penalty: 4956.577637
	Iteration 41Q: 3 clusters Score -4495620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4495630.000000 Penalty: 4956.577637
	Iteration 42Q: 3 clusters Score -4495630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4495634.500000 Penalty: 4956.577637
	Iteration 43Q: 3 clusters Score -4495634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4495629.000000 Penalty: 4956.577637
	Iteration 44Q: 3 clusters Score -4495629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4495635.000000 Penalty: 4956.577637
	Iteration 45Q: 3 clusters Score -4495635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4495641.000000 Penalty: 4956.577637
	Iteration 46Q: 3 clusters Score -4495641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4495638.500000 Penalty: 4956.577637
	Iteration 47Q: 3 clusters Score -4495638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4495638.000000 Penalty: 4956.577637
	Iteration 48Q: 3 clusters Score -4495638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4495642.000000 Penalty: 4956.577637
	Iteration 49Q: 3 clusters Score -4495642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4495641.500000 Penalty: 4956.577637
	Iteration 50Q: 3 clusters Score -4495642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4495643.000000 Penalty: 4956.577637
	Iteration 51Q: 3 clusters Score -4495643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4495638.000000 Penalty: 4956.577637
	Iteration 52Q: 3 clusters Score -4495638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4495639.500000 Penalty: 4956.577637
	Iteration 53Q: 3 clusters Score -4495640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4495639.500000 Penalty: 4956.577637
	Iteration 54F: 3 clusters Score -4495640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -5085187.500000 Penalty: 2526.126465
	Iteration 0F: 2 clusters Score -5085188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -5067278.500000 Penalty: 5052.252930
	Iteration 0F: 3 clusters Score -5067278 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5073718.000000 Penalty: 5052.252930
	Iteration 1F: 3 clusters Score -5073718 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5074046.500000 Penalty: 5052.252930
	Iteration 2Q: 3 clusters Score -5074046 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5074309.000000 Penalty: 5052.252930
	Iteration 3Q: 3 clusters Score -5074309 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -5074495.000000 Penalty: 5052.252930
	Iteration 4Q: 3 clusters Score -5074495 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -5074636.500000 Penalty: 5052.252930
	Iteration 5Q: 3 clusters Score -5074636 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5074830.500000 Penalty: 5052.252930
	Iteration 6Q: 3 clusters Score -5074830 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -5074995.500000 Penalty: 5052.252930
	Iteration 7Q: 3 clusters Score -5074996 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5075183.500000 Penalty: 5052.252930
	Iteration 8Q: 3 clusters Score -5075184 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -5075439.500000 Penalty: 5052.252930
	Iteration 9Q: 3 clusters Score -5075440 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -5075745.500000 Penalty: 5052.252930
	Iteration 10Q: 3 clusters Score -5075746 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5076126.000000 Penalty: 5052.252930
	Iteration 11Q: 3 clusters Score -5076126 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -5076743.000000 Penalty: 5052.252930
	Iteration 12Q: 3 clusters Score -5076743 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -5077680.500000 Penalty: 5052.252930
	Iteration 13F: 3 clusters Score -5077680 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5078794.000000 Penalty: 5052.252930
	Iteration 14F: 3 clusters Score -5078794 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -5079798.000000 Penalty: 5052.252930
	Iteration 15Q: 3 clusters Score -5079798 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5080438.000000 Penalty: 5052.252930
	Iteration 16Q: 3 clusters Score -5080438 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -5080763.500000 Penalty: 5052.252930
	Iteration 17Q: 3 clusters Score -5080764 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5080918.000000 Penalty: 5052.252930
	Iteration 18Q: 3 clusters Score -5080918 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5081037.500000 Penalty: 5052.252930
	Iteration 19Q: 3 clusters Score -5081038 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5081106.000000 Penalty: 5052.252930
	Iteration 20F: 3 clusters Score -5081106 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -5081148.000000 Penalty: 5052.252930
	Iteration 21Q: 3 clusters Score -5081148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -5081199.500000 Penalty: 5052.252930
	Iteration 22Q: 3 clusters Score -5081200 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5081235.500000 Penalty: 5052.252930
	Iteration 23Q: 3 clusters Score -5081236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -5081281.500000 Penalty: 5052.252930
	Iteration 24Q: 3 clusters Score -5081282 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -5081303.500000 Penalty: 5052.252930
	Iteration 25Q: 3 clusters Score -5081304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -5081311.500000 Penalty: 5052.252930
	Iteration 26Q: 3 clusters Score -5081312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5081334.500000 Penalty: 5052.252930
	Iteration 27Q: 3 clusters Score -5081334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5081344.000000 Penalty: 5052.252930
	Iteration 28Q: 3 clusters Score -5081344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -5081370.000000 Penalty: 5052.252930
	Iteration 29Q: 3 clusters Score -5081370 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -5081391.000000 Penalty: 5052.252930
	Iteration 30Q: 3 clusters Score -5081391 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -5081408.000000 Penalty: 5052.252930
	Iteration 31Q: 3 clusters Score -5081408 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -5081421.000000 Penalty: 5052.252930
	Iteration 32Q: 3 clusters Score -5081421 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5081435.500000 Penalty: 5052.252930
	Iteration 33Q: 3 clusters Score -5081436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5081444.000000 Penalty: 5052.252930
	Iteration 34Q: 3 clusters Score -5081444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5081471.000000 Penalty: 5052.252930
	Iteration 35Q: 3 clusters Score -5081471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -5081478.000000 Penalty: 5052.252930
	Iteration 36Q: 3 clusters Score -5081478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5081495.500000 Penalty: 5052.252930
	Iteration 37Q: 3 clusters Score -5081496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5081510.000000 Penalty: 5052.252930
	Iteration 38Q: 3 clusters Score -5081510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5081516.000000 Penalty: 5052.252930
	Iteration 39Q: 3 clusters Score -5081516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -5081537.000000 Penalty: 5052.252930
	Iteration 40F: 3 clusters Score -5081537 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5081536.500000 Penalty: 5052.252930
	Iteration 41Q: 3 clusters Score -5081536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -5081538.000000 Penalty: 5052.252930
	Iteration 42Q: 3 clusters Score -5081538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5081538.500000 Penalty: 5052.252930
	Iteration 43Q: 3 clusters Score -5081538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5081539.000000 Penalty: 5052.252930
	Iteration 44Q: 3 clusters Score -5081539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5081551.000000 Penalty: 5052.252930
	Iteration 45Q: 3 clusters Score -5081551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5081552.500000 Penalty: 5052.252930
	Iteration 46Q: 3 clusters Score -5081552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5081542.500000 Penalty: 5052.252930
	Iteration 47Q: 3 clusters Score -5081542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5081553.500000 Penalty: 5052.252930
	Iteration 48Q: 3 clusters Score -5081554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5081556.000000 Penalty: 5052.252930
	Iteration 49Q: 3 clusters Score -5081556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -5081550.500000 Penalty: 5052.252930
	Iteration 50Q: 3 clusters Score -5081550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5081555.000000 Penalty: 5052.252930
	Iteration 51Q: 3 clusters Score -5081555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5081560.500000 Penalty: 5052.252930
	Iteration 52Q: 3 clusters Score -5081560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -5081561.000000 Penalty: 5052.252930
	Iteration 53Q: 3 clusters Score -5081561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5081568.500000 Penalty: 5052.252930
	Iteration 54Q: 3 clusters Score -5081568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -5081570.500000 Penalty: 5052.252930
	Iteration 55Q: 3 clusters Score -5081570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -5081571.000000 Penalty: 5052.252930
	Iteration 56Q: 3 clusters Score -5081571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5081570.000000 Penalty: 5052.252930
	Iteration 57Q: 3 clusters Score -5081570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5081569.500000 Penalty: 5052.252930
	Iteration 58Q: 3 clusters Score -5081570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5081569.500000 Penalty: 5052.252930
	Iteration 59F: 3 clusters Score -5081570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Entering Unmasked Estep 
Score: -3655793.000000 Penalty: 2457.116699
	Iteration 0F: 2 clusters Score -3655793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3641662.000000 Penalty: 4914.233398
	Iteration 0F: 3 clusters Score -3641662 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3646410.250000 Penalty: 4914.233398
	Iteration 1F: 3 clusters Score -3646410 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3646819.750000 Penalty: 4914.233398
	Iteration 2F: 3 clusters Score -3646820 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -3647206.250000 Penalty: 4914.233398
	Iteration 3Q: 3 clusters Score -3647206 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3647583.000000 Penalty: 4914.233398
	Iteration 4Q: 3 clusters Score -3647583 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3647964.500000 Penalty: 4914.233398
	Iteration 5Q: 3 clusters Score -3647964 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3648322.000000 Penalty: 4914.233398
	Iteration 6Q: 3 clusters Score -3648322 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3648644.750000 Penalty: 4914.233398
	Iteration 7Q: 3 clusters Score -3648645 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3648915.250000 Penalty: 4914.233398
	Iteration 8Q: 3 clusters Score -3648915 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3649162.000000 Penalty: 4914.233398
	Iteration 9Q: 3 clusters Score -3649162 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -3649398.750000 Penalty: 4914.233398
	Iteration 10Q: 3 clusters Score -3649399 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3649579.500000 Penalty: 4914.233398
	Iteration 11Q: 3 clusters Score -3649580 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3649715.000000 Penalty: 4914.233398
	Iteration 12Q: 3 clusters Score -3649715 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3649861.250000 Penalty: 4914.233398
	Iteration 13Q: 3 clusters Score -3649861 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3650002.500000 Penalty: 4914.233398
	Iteration 14Q: 3 clusters Score -3650002 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3650121.250000 Penalty: 4914.233398
	Iteration 15Q: 3 clusters Score -3650121 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3650178.500000 Penalty: 4914.233398
	Iteration 16Q: 3 clusters Score -3650178 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3650252.250000 Penalty: 4914.233398
	Iteration 17Q: 3 clusters Score -3650252 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3650299.500000 Penalty: 4914.233398
	Iteration 18Q: 3 clusters Score -3650300 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3650343.000000 Penalty: 4914.233398
	Iteration 19Q: 3 clusters Score -3650343 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3650367.250000 Penalty: 4914.233398
	Iteration 20F: 3 clusters Score -3650367 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -3650382.500000 Penalty: 4914.233398
	Iteration 21Q: 3 clusters Score -3650382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3650402.500000 Penalty: 4914.233398
	Iteration 22Q: 3 clusters Score -3650402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3650406.750000 Penalty: 4914.233398
	Iteration 23Q: 3 clusters Score -3650407 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -3650413.750000 Penalty: 4914.233398
	Iteration 24Q: 3 clusters Score -3650414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3650427.000000 Penalty: 4914.233398
	Iteration 25Q: 3 clusters Score -3650427 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3650431.250000 Penalty: 4914.233398
	Iteration 26Q: 3 clusters Score -3650431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3650433.250000 Penalty: 4914.233398
	Iteration 27Q: 3 clusters Score -3650433 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3650444.000000 Penalty: 4914.233398
	Iteration 28Q: 3 clusters Score -3650444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3650451.000000 Penalty: 4914.233398
	Iteration 29Q: 3 clusters Score -3650451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3650447.750000 Penalty: 4914.233398
	Iteration 30Q: 3 clusters Score -3650448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3650448.000000 Penalty: 4914.233398
	Iteration 31Q: 3 clusters Score -3650448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3650447.250000 Penalty: 4914.233398
	Iteration 32Q: 3 clusters Score -3650447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3650452.000000 Penalty: 4914.233398
	Iteration 33Q: 3 clusters Score -3650452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3650452.250000 Penalty: 4914.233398
	Iteration 34Q: 3 clusters Score -3650452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3650456.500000 Penalty: 4914.233398
	Iteration 35Q: 3 clusters Score -3650456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3650459.250000 Penalty: 4914.233398
	Iteration 36Q: 3 clusters Score -3650459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3650458.250000 Penalty: 4914.233398
	Iteration 37Q: 3 clusters Score -3650458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3650454.750000 Penalty: 4914.233398
	Iteration 38Q: 3 clusters Score -3650455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3650451.750000 Penalty: 4914.233398
	Iteration 39Q: 3 clusters Score -3650452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3650453.500000 Penalty: 4914.233398
	Iteration 40F: 3 clusters Score -3650454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3650456.000000 Penalty: 4914.233398
	Iteration 41Q: 3 clusters Score -3650456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3650462.000000 Penalty: 4914.233398
	Iteration 42Q: 3 clusters Score -3650462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3650459.000000 Penalty: 4914.233398
	Iteration 43Q: 3 clusters Score -3650459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3650462.500000 Penalty: 4914.233398
	Iteration 44Q: 3 clusters Score -3650462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -3650475.000000 Penalty: 4914.233398
	Iteration 45Q: 3 clusters Score -3650475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3650472.750000 Penalty: 4914.233398
	Iteration 46Q: 3 clusters Score -3650473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3650473.000000 Penalty: 4914.233398
	Iteration 47Q: 3 clusters Score -3650473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3650477.500000 Penalty: 4914.233398
	Iteration 48Q: 3 clusters Score -3650478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3650478.250000 Penalty: 4914.233398
	Iteration 49Q: 3 clusters Score -3650478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3650469.750000 Penalty: 4914.233398
	Iteration 50Q: 3 clusters Score -3650470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3650467.250000 Penalty: 4914.233398
	Iteration 51Q: 3 clusters Score -3650467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3650480.000000 Penalty: 4914.233398
	Iteration 52Q: 3 clusters Score -3650480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3650478.250000 Penalty: 4914.233398
	Iteration 53Q: 3 clusters Score -3650478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3650479.250000 Penalty: 4914.233398
	Iteration 54Q: 3 clusters Score -3650479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3650478.500000 Penalty: 4914.233398
	Iteration 55Q: 3 clusters Score -3650478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3650481.500000 Penalty: 4914.233398
	Iteration 56Q: 3 clusters Score -3650482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3650486.250000 Penalty: 4914.233398
	Iteration 57Q: 3 clusters Score -3650486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3650482.750000 Penalty: 4914.233398
	Iteration 58Q: 3 clusters Score -3650483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3650480.250000 Penalty: 4914.233398
	Iteration 59Q: 3 clusters Score -3650480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3650479.500000 Penalty: 4914.233398
	Iteration 60F: 3 clusters Score -3650480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -3650482.000000 Penalty: 4914.233398
	Iteration 61Q: 3 clusters Score -3650482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -3650481.000000 Penalty: 4914.233398
	Iteration 62Q: 3 clusters Score -3650481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3650486.750000 Penalty: 4914.233398
	Iteration 63Q: 3 clusters Score -3650487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3650490.000000 Penalty: 4914.233398
	Iteration 64Q: 3 clusters Score -3650490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -3650492.000000 Penalty: 4914.233398
	Iteration 65Q: 3 clusters Score -3650492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3650486.750000 Penalty: 4914.233398
	Iteration 66Q: 3 clusters Score -3650487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3650489.750000 Penalty: 4914.233398
	Iteration 67Q: 3 clusters Score -3650490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -3650488.250000 Penalty: 4914.233398
	Iteration 68Q: 3 clusters Score -3650488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3650484.250000 Penalty: 4914.233398
	Iteration 69Q: 3 clusters Score -3650484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3650488.750000 Penalty: 4914.233398
	Iteration 70Q: 3 clusters Score -3650489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3650486.000000 Penalty: 4914.233398
	Iteration 71Q: 3 clusters Score -3650486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -3650488.500000 Penalty: 4914.233398
	Iteration 72Q: 3 clusters Score -3650488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -3650489.750000 Penalty: 4914.233398
	Iteration 73Q: 3 clusters Score -3650490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3650494.250000 Penalty: 4914.233398
	Iteration 74Q: 3 clusters Score -3650494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3650498.500000 Penalty: 4914.233398
	Iteration 75Q: 3 clusters Score -3650498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3650496.250000 Penalty: 4914.233398
	Iteration 76Q: 3 clusters Score -3650496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3650497.750000 Penalty: 4914.233398
	Iteration 77Q: 3 clusters Score -3650498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3650497.500000 Penalty: 4914.233398
	Iteration 78Q: 3 clusters Score -3650498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3650507.750000 Penalty: 4914.233398
	Iteration 79Q: 3 clusters Score -3650508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3650501.500000 Penalty: 4914.233398
	Iteration 80F: 3 clusters Score -3650502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3650506.250000 Penalty: 4914.233398
	Iteration 81Q: 3 clusters Score -3650506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3650505.250000 Penalty: 4914.233398
	Iteration 82Q: 3 clusters Score -3650505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3650502.250000 Penalty: 4914.233398
	Iteration 83Q: 3 clusters Score -3650502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3650501.500000 Penalty: 4914.233398
	Iteration 84Q: 3 clusters Score -3650502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3650511.000000 Penalty: 4914.233398
	Iteration 85Q: 3 clusters Score -3650511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3650509.750000 Penalty: 4914.233398
	Iteration 86Q: 3 clusters Score -3650510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3650520.250000 Penalty: 4914.233398
	Iteration 87Q: 3 clusters Score -3650520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3650530.000000 Penalty: 4914.233398
	Iteration 88Q: 3 clusters Score -3650530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3650517.750000 Penalty: 4914.233398
	Iteration 89Q: 3 clusters Score -3650518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3650522.500000 Penalty: 4914.233398
	Iteration 90Q: 3 clusters Score -3650522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3650518.750000 Penalty: 4914.233398
	Iteration 91Q: 3 clusters Score -3650519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3650525.500000 Penalty: 4914.233398
	Iteration 92Q: 3 clusters Score -3650526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3650524.000000 Penalty: 4914.233398
	Iteration 93Q: 3 clusters Score -3650524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -3650524.500000 Penalty: 4914.233398
	Iteration 94Q: 3 clusters Score -3650524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -3650530.750000 Penalty: 4914.233398
	Iteration 95Q: 3 clusters Score -3650531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3650534.750000 Penalty: 4914.233398
	Iteration 96Q: 3 clusters Score -3650535 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3650531.750000 Penalty: 4914.233398
	Iteration 97Q: 3 clusters Score -3650532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3650538.250000 Penalty: 4914.233398
	Iteration 98Q: 3 clusters Score -3650538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3650550.750000 Penalty: 4914.233398
	Iteration 99Q: 3 clusters Score -3650551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3650555.000000 Penalty: 4914.233398
	Iteration 100F: 3 clusters Score -3650555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3650564.000000 Penalty: 4914.233398
	Iteration 101Q: 3 clusters Score -3650564 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3650571.500000 Penalty: 4914.233398
	Iteration 102Q: 3 clusters Score -3650572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3650583.250000 Penalty: 4914.233398
	Iteration 103Q: 3 clusters Score -3650583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3650588.000000 Penalty: 4914.233398
	Iteration 104Q: 3 clusters Score -3650588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3650595.000000 Penalty: 4914.233398
	Iteration 105Q: 3 clusters Score -3650595 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -3650600.500000 Penalty: 4914.233398
	Iteration 106Q: 3 clusters Score -3650600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -3650615.750000 Penalty: 4914.233398
	Iteration 107Q: 3 clusters Score -3650616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3650616.500000 Penalty: 4914.233398
	Iteration 108Q: 3 clusters Score -3650616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3650633.250000 Penalty: 4914.233398
	Iteration 109Q: 3 clusters Score -3650633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3650661.500000 Penalty: 4914.233398
	Iteration 110Q: 3 clusters Score -3650662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -3650696.250000 Penalty: 4914.233398
	Iteration 111Q: 3 clusters Score -3650696 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3650733.250000 Penalty: 4914.233398
	Iteration 112Q: 3 clusters Score -3650733 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -3650789.000000 Penalty: 4914.233398
	Iteration 113Q: 3 clusters Score -3650789 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3650846.250000 Penalty: 4914.233398
	Iteration 114Q: 3 clusters Score -3650846 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3650925.750000 Penalty: 4914.233398
	Iteration 115Q: 3 clusters Score -3650926 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3651024.000000 Penalty: 4914.233398
	Iteration 116Q: 3 clusters Score -3651024 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3651127.000000 Penalty: 4914.233398
	Iteration 117Q: 3 clusters Score -3651127 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -3651266.250000 Penalty: 4914.233398
	Iteration 118Q: 3 clusters Score -3651266 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3651440.250000 Penalty: 4914.233398
	Iteration 119Q: 3 clusters Score -3651440 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3651664.250000 Penalty: 4914.233398
	Iteration 120F: 3 clusters Score -3651664 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3651906.500000 Penalty: 4914.233398
	Iteration 121Q: 3 clusters Score -3651906 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3652224.000000 Penalty: 4914.233398
	Iteration 122Q: 3 clusters Score -3652224 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3652545.000000 Penalty: 4914.233398
	Iteration 123Q: 3 clusters Score -3652545 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3652828.500000 Penalty: 4914.233398
	Iteration 124Q: 3 clusters Score -3652828 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3653060.500000 Penalty: 4914.233398
	Iteration 125Q: 3 clusters Score -3653060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3653241.000000 Penalty: 4914.233398
	Iteration 126Q: 3 clusters Score -3653241 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3653404.250000 Penalty: 4914.233398
	Iteration 127Q: 3 clusters Score -3653404 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3653546.000000 Penalty: 4914.233398
	Iteration 128Q: 3 clusters Score -3653546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3653692.250000 Penalty: 4914.233398
	Iteration 129Q: 3 clusters Score -3653692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3653810.500000 Penalty: 4914.233398
	Iteration 130Q: 3 clusters Score -3653810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3653900.750000 Penalty: 4914.233398
	Iteration 131Q: 3 clusters Score -3653901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3653953.750000 Penalty: 4914.233398
	Iteration 132Q: 3 clusters Score -3653954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3653978.250000 Penalty: 4914.233398
	Iteration 133Q: 3 clusters Score -3653978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3653987.500000 Penalty: 4914.233398
	Iteration 134Q: 3 clusters Score -3653988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3653996.750000 Penalty: 4914.233398
	Iteration 135Q: 3 clusters Score -3653997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3654008.500000 Penalty: 4914.233398
	Iteration 136Q: 3 clusters Score -3654008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3654010.500000 Penalty: 4914.233398
	Iteration 137Q: 3 clusters Score -3654010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3654012.250000 Penalty: 4914.233398
	Iteration 138Q: 3 clusters Score -3654012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3654011.000000 Penalty: 4914.233398
	Iteration 139Q: 3 clusters Score -3654011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3654018.000000 Penalty: 4914.233398
	Iteration 140F: 3 clusters Score -3654018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3654015.750000 Penalty: 4914.233398
	Iteration 141Q: 3 clusters Score -3654016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3654018.250000 Penalty: 4914.233398
	Iteration 142Q: 3 clusters Score -3654018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3654018.250000 Penalty: 4914.233398
	Iteration 143F: 3 clusters Score -3654018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Entering Unmasked Estep 
Score: -2532479.750000 Penalty: 2359.946045
	Iteration 0F: 2 clusters Score -2532480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2522581.500000 Penalty: 4719.892090
	Iteration 0F: 3 clusters Score -2522582 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2525612.250000 Penalty: 4719.892090
	Iteration 1F: 3 clusters Score -2525612 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2525931.750000 Penalty: 4719.892090
	Iteration 2F: 3 clusters Score -2525932 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2526147.250000 Penalty: 4719.892090
	Iteration 3Q: 3 clusters Score -2526147 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2526268.000000 Penalty: 4719.892090
	Iteration 4Q: 3 clusters Score -2526268 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2526378.250000 Penalty: 4719.892090
	Iteration 5Q: 3 clusters Score -2526378 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2526476.000000 Penalty: 4719.892090
	Iteration 6Q: 3 clusters Score -2526476 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2526546.750000 Penalty: 4719.892090
	Iteration 7Q: 3 clusters Score -2526547 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2526612.000000 Penalty: 4719.892090
	Iteration 8Q: 3 clusters Score -2526612 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2526654.500000 Penalty: 4719.892090
	Iteration 9Q: 3 clusters Score -2526654 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2526710.500000 Penalty: 4719.892090
	Iteration 10Q: 3 clusters Score -2526710 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2526759.250000 Penalty: 4719.892090
	Iteration 11Q: 3 clusters Score -2526759 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2526819.500000 Penalty: 4719.892090
	Iteration 12Q: 3 clusters Score -2526820 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2526932.750000 Penalty: 4719.892090
	Iteration 13Q: 3 clusters Score -2526933 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2527089.000000 Penalty: 4719.892090
	Iteration 14Q: 3 clusters Score -2527089 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2527282.500000 Penalty: 4719.892090
	Iteration 15Q: 3 clusters Score -2527282 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2527493.000000 Penalty: 4719.892090
	Iteration 16Q: 3 clusters Score -2527493 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2527732.500000 Penalty: 4719.892090
	Iteration 17Q: 3 clusters Score -2527732 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2527993.500000 Penalty: 4719.892090
	Iteration 18Q: 3 clusters Score -2527994 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2528233.750000 Penalty: 4719.892090
	Iteration 19Q: 3 clusters Score -2528234 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2528483.750000 Penalty: 4719.892090
	Iteration 20F: 3 clusters Score -2528484 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2528723.750000 Penalty: 4719.892090
	Iteration 21Q: 3 clusters Score -2528724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2528958.000000 Penalty: 4719.892090
	Iteration 22Q: 3 clusters Score -2528958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2529182.500000 Penalty: 4719.892090
	Iteration 23Q: 3 clusters Score -2529182 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2529389.250000 Penalty: 4719.892090
	Iteration 24Q: 3 clusters Score -2529389 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2529576.000000 Penalty: 4719.892090
	Iteration 25Q: 3 clusters Score -2529576 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2529710.000000 Penalty: 4719.892090
	Iteration 26Q: 3 clusters Score -2529710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2529829.750000 Penalty: 4719.892090
	Iteration 27Q: 3 clusters Score -2529830 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2529959.750000 Penalty: 4719.892090
	Iteration 28Q: 3 clusters Score -2529960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2530051.500000 Penalty: 4719.892090
	Iteration 29Q: 3 clusters Score -2530052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2530103.750000 Penalty: 4719.892090
	Iteration 30Q: 3 clusters Score -2530104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2530153.750000 Penalty: 4719.892090
	Iteration 31Q: 3 clusters Score -2530154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2530191.750000 Penalty: 4719.892090
	Iteration 32Q: 3 clusters Score -2530192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2530226.250000 Penalty: 4719.892090
	Iteration 33Q: 3 clusters Score -2530226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2530262.500000 Penalty: 4719.892090
	Iteration 34Q: 3 clusters Score -2530262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2530294.750000 Penalty: 4719.892090
	Iteration 35Q: 3 clusters Score -2530295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2530326.000000 Penalty: 4719.892090
	Iteration 36Q: 3 clusters Score -2530326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2530353.000000 Penalty: 4719.892090
	Iteration 37Q: 3 clusters Score -2530353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2530373.500000 Penalty: 4719.892090
	Iteration 38Q: 3 clusters Score -2530374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2530383.250000 Penalty: 4719.892090
	Iteration 39Q: 3 clusters Score -2530383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2530395.750000 Penalty: 4719.892090
	Iteration 40F: 3 clusters Score -2530396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2530406.000000 Penalty: 4719.892090
	Iteration 41Q: 3 clusters Score -2530406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2530410.500000 Penalty: 4719.892090
	Iteration 42Q: 3 clusters Score -2530410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2530424.000000 Penalty: 4719.892090
	Iteration 43Q: 3 clusters Score -2530424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2530425.750000 Penalty: 4719.892090
	Iteration 44Q: 3 clusters Score -2530426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2530428.750000 Penalty: 4719.892090
	Iteration 45Q: 3 clusters Score -2530429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2530430.000000 Penalty: 4719.892090
	Iteration 46Q: 3 clusters Score -2530430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2530430.000000 Penalty: 4719.892090
	Iteration 47Q: 3 clusters Score -2530430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2530430.000000 Penalty: 4719.892090
	Iteration 48F: 3 clusters Score -2530430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -2261739.500000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -2261740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2253290.500000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -2253290 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2255785.250000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -2255785 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2256096.750000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -2256097 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2256330.750000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -2256331 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2256521.500000 Penalty: 4620.270020
	Iteration 4Q: 3 clusters Score -2256522 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2256714.500000 Penalty: 4620.270020
	Iteration 5Q: 3 clusters Score -2256714 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2256936.000000 Penalty: 4620.270020
	Iteration 6Q: 3 clusters Score -2256936 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2257180.250000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -2257180 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2257487.750000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -2257488 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2257830.250000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -2257830 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2258226.000000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -2258226 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2258600.750000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -2258601 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2258976.250000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -2258976 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2259253.000000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -2259253 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2259430.750000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -2259431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2259537.500000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -2259538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2259583.250000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -2259583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2259619.250000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -2259619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2259644.250000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -2259644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2259670.750000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -2259671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2259681.750000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -2259682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2259692.250000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -2259692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2259696.000000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -2259696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2259707.750000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -2259708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2259708.500000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -2259708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2259713.250000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -2259713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2259714.500000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -2259714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2259715.750000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -2259716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2259715.750000 Penalty: 4620.270020
	Iteration 28F: 3 clusters Score -2259716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Entering Unmasked Estep 
Score: -5175534.500000 Penalty: 2527.766357
	Iteration 0F: 2 clusters Score -5175534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -5157425.000000 Penalty: 5055.532715
	Iteration 0F: 3 clusters Score -5157425 nChanged 11952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -5164023.000000 Penalty: 5055.532715
	Iteration 1F: 3 clusters Score -5164023 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5164452.000000 Penalty: 5055.532715
	Iteration 2Q: 3 clusters Score -5164452 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -5164809.500000 Penalty: 5055.532715
	Iteration 3Q: 3 clusters Score -5164810 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5165135.500000 Penalty: 5055.532715
	Iteration 4Q: 3 clusters Score -5165136 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -5165459.500000 Penalty: 5055.532715
	Iteration 5Q: 3 clusters Score -5165460 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -5165860.000000 Penalty: 5055.532715
	Iteration 6Q: 3 clusters Score -5165860 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -5166410.500000 Penalty: 5055.532715
	Iteration 7Q: 3 clusters Score -5166410 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -5167164.500000 Penalty: 5055.532715
	Iteration 8Q: 3 clusters Score -5167164 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5168174.000000 Penalty: 5055.532715
	Iteration 9F: 3 clusters Score -5168174 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5169339.000000 Penalty: 5055.532715
	Iteration 10F: 3 clusters Score -5169339 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5170698.500000 Penalty: 5055.532715
	Iteration 11F: 3 clusters Score -5170698 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5171754.500000 Penalty: 5055.532715
	Iteration 12Q: 3 clusters Score -5171754 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5172444.500000 Penalty: 5055.532715
	Iteration 13Q: 3 clusters Score -5172444 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5172831.000000 Penalty: 5055.532715
	Iteration 14Q: 3 clusters Score -5172831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5173042.000000 Penalty: 5055.532715
	Iteration 15Q: 3 clusters Score -5173042 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5173131.500000 Penalty: 5055.532715
	Iteration 16Q: 3 clusters Score -5173132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5173201.500000 Penalty: 5055.532715
	Iteration 17Q: 3 clusters Score -5173202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5173246.500000 Penalty: 5055.532715
	Iteration 18Q: 3 clusters Score -5173246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5173270.500000 Penalty: 5055.532715
	Iteration 19Q: 3 clusters Score -5173270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5173297.500000 Penalty: 5055.532715
	Iteration 20F: 3 clusters Score -5173298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5173317.500000 Penalty: 5055.532715
	Iteration 21Q: 3 clusters Score -5173318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5173322.000000 Penalty: 5055.532715
	Iteration 22Q: 3 clusters Score -5173322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5173337.000000 Penalty: 5055.532715
	Iteration 23Q: 3 clusters Score -5173337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5173339.500000 Penalty: 5055.532715
	Iteration 24Q: 3 clusters Score -5173340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5173344.500000 Penalty: 5055.532715
	Iteration 25Q: 3 clusters Score -5173344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5173339.000000 Penalty: 5055.532715
	Iteration 26Q: 3 clusters Score -5173339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5173339.000000 Penalty: 5055.532715
	Iteration 27Q: 3 clusters Score -5173339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5173337.000000 Penalty: 5055.532715
	Iteration 28Q: 3 clusters Score -5173337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5173337.000000 Penalty: 5055.532715
	Iteration 29F: 3 clusters Score -5173337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32481.939453 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32481.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32570.660156 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32570.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32586.250000 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32586.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32586.250000 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32586.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Entering Unmasked Estep 
Score: -5150511.500000 Penalty: 2536.273926
	Iteration 0F: 2 clusters Score -5150512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5131794.500000 Penalty: 5072.547852
	Iteration 0F: 3 clusters Score -5131794 nChanged 12397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -5138329.000000 Penalty: 5072.547852
	Iteration 1F: 3 clusters Score -5138329 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5138780.500000 Penalty: 5072.547852
	Iteration 2Q: 3 clusters Score -5138780 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5139236.500000 Penalty: 5072.547852
	Iteration 3Q: 3 clusters Score -5139236 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5139732.000000 Penalty: 5072.547852
	Iteration 4Q: 3 clusters Score -5139732 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5140364.500000 Penalty: 5072.547852
	Iteration 5Q: 3 clusters Score -5140364 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -5141200.000000 Penalty: 5072.547852
	Iteration 6F: 3 clusters Score -5141200 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5142212.500000 Penalty: 5072.547852
	Iteration 7F: 3 clusters Score -5142212 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -5143560.000000 Penalty: 5072.547852
	Iteration 8F: 3 clusters Score -5143560 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5145003.500000 Penalty: 5072.547852
	Iteration 9F: 3 clusters Score -5145004 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5146321.000000 Penalty: 5072.547852
	Iteration 10F: 3 clusters Score -5146321 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -5147273.000000 Penalty: 5072.547852
	Iteration 11Q: 3 clusters Score -5147273 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5147769.500000 Penalty: 5072.547852
	Iteration 12Q: 3 clusters Score -5147770 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -5148053.000000 Penalty: 5072.547852
	Iteration 13Q: 3 clusters Score -5148053 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5148172.000000 Penalty: 5072.547852
	Iteration 14Q: 3 clusters Score -5148172 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -5148245.500000 Penalty: 5072.547852
	Iteration 15Q: 3 clusters Score -5148246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -5148300.500000 Penalty: 5072.547852
	Iteration 16Q: 3 clusters Score -5148300 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5148325.000000 Penalty: 5072.547852
	Iteration 17Q: 3 clusters Score -5148325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5148350.000000 Penalty: 5072.547852
	Iteration 18Q: 3 clusters Score -5148350 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -5148379.000000 Penalty: 5072.547852
	Iteration 19Q: 3 clusters Score -5148379 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5148411.500000 Penalty: 5072.547852
	Iteration 20F: 3 clusters Score -5148412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5148423.000000 Penalty: 5072.547852
	Iteration 21Q: 3 clusters Score -5148423 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -5148453.000000 Penalty: 5072.547852
	Iteration 22Q: 3 clusters Score -5148453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5148459.500000 Penalty: 5072.547852
	Iteration 23Q: 3 clusters Score -5148460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -5148469.500000 Penalty: 5072.547852
	Iteration 24Q: 3 clusters Score -5148470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5148483.500000 Penalty: 5072.547852
	Iteration 25Q: 3 clusters Score -5148484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5148489.000000 Penalty: 5072.547852
	Iteration 26Q: 3 clusters Score -5148489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -5148499.500000 Penalty: 5072.547852
	Iteration 27Q: 3 clusters Score -5148500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5148500.000000 Penalty: 5072.547852
	Iteration 28Q: 3 clusters Score -5148500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -5148504.500000 Penalty: 5072.547852
	Iteration 29Q: 3 clusters Score -5148504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5148504.500000 Penalty: 5072.547852
	Iteration 30Q: 3 clusters Score -5148504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5148511.500000 Penalty: 5072.547852
	Iteration 31Q: 3 clusters Score -5148512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5148505.500000 Penalty: 5072.547852
	Iteration 32Q: 3 clusters Score -5148506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -5148506.000000 Penalty: 5072.547852
	Iteration 33Q: 3 clusters Score -5148506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5148505.500000 Penalty: 5072.547852
	Iteration 34Q: 3 clusters Score -5148506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5148513.000000 Penalty: 5072.547852
	Iteration 35Q: 3 clusters Score -5148513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5148506.500000 Penalty: 5072.547852
	Iteration 36Q: 3 clusters Score -5148506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -5148511.000000 Penalty: 5072.547852
	Iteration 37Q: 3 clusters Score -5148511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5148511.500000 Penalty: 5072.547852
	Iteration 38Q: 3 clusters Score -5148512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5148521.500000 Penalty: 5072.547852
	Iteration 39Q: 3 clusters Score -5148522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5148522.500000 Penalty: 5072.547852
	Iteration 40F: 3 clusters Score -5148522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -5148525.500000 Penalty: 5072.547852
	Iteration 41Q: 3 clusters Score -5148526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5148525.000000 Penalty: 5072.547852
	Iteration 42Q: 3 clusters Score -5148525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -5148534.500000 Penalty: 5072.547852
	Iteration 43Q: 3 clusters Score -5148534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5148531.500000 Penalty: 5072.547852
	Iteration 44Q: 3 clusters Score -5148532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5148529.500000 Penalty: 5072.547852
	Iteration 45Q: 3 clusters Score -5148530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5148529.500000 Penalty: 5072.547852
	Iteration 46F: 3 clusters Score -5148530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Entering Unmasked Estep 
Score: -6965222.500000 Penalty: 2609.266846
	Iteration 0F: 2 clusters Score -6965222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -6940957.000000 Penalty: 5218.533691
	Iteration 0F: 3 clusters Score -6940957 nChanged 16975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -6950174.500000 Penalty: 5218.533691
	Iteration 1F: 3 clusters Score -6950174 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -6950745.000000 Penalty: 5218.533691
	Iteration 2Q: 3 clusters Score -6950745 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -6951324.500000 Penalty: 5218.533691
	Iteration 3Q: 3 clusters Score -6951324 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -6952005.500000 Penalty: 5218.533691
	Iteration 4Q: 3 clusters Score -6952006 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -6952745.500000 Penalty: 5218.533691
	Iteration 5Q: 3 clusters Score -6952746 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -6953687.500000 Penalty: 5218.533691
	Iteration 6Q: 3 clusters Score -6953688 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6954884.000000 Penalty: 5218.533691
	Iteration 7F: 3 clusters Score -6954884 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -6956401.000000 Penalty: 5218.533691
	Iteration 8F: 3 clusters Score -6956401 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6957736.000000 Penalty: 5218.533691
	Iteration 9F: 3 clusters Score -6957736 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6958697.000000 Penalty: 5218.533691
	Iteration 10Q: 3 clusters Score -6958697 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -6959107.500000 Penalty: 5218.533691
	Iteration 11Q: 3 clusters Score -6959108 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6959264.000000 Penalty: 5218.533691
	Iteration 12Q: 3 clusters Score -6959264 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -6959350.000000 Penalty: 5218.533691
	Iteration 13Q: 3 clusters Score -6959350 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6959419.000000 Penalty: 5218.533691
	Iteration 14Q: 3 clusters Score -6959419 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6959472.000000 Penalty: 5218.533691
	Iteration 15Q: 3 clusters Score -6959472 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -6959556.000000 Penalty: 5218.533691
	Iteration 16Q: 3 clusters Score -6959556 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -6959619.000000 Penalty: 5218.533691
	Iteration 17Q: 3 clusters Score -6959619 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -6959658.500000 Penalty: 5218.533691
	Iteration 18Q: 3 clusters Score -6959658 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -6959743.000000 Penalty: 5218.533691
	Iteration 19Q: 3 clusters Score -6959743 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -6959768.000000 Penalty: 5218.533691
	Iteration 20F: 3 clusters Score -6959768 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6959814.000000 Penalty: 5218.533691
	Iteration 21Q: 3 clusters Score -6959814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -6959841.500000 Penalty: 5218.533691
	Iteration 22Q: 3 clusters Score -6959842 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6959894.000000 Penalty: 5218.533691
	Iteration 23Q: 3 clusters Score -6959894 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -6959886.000000 Penalty: 5218.533691
	Iteration 24Q: 3 clusters Score -6959886 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -6959909.500000 Penalty: 5218.533691
	Iteration 25Q: 3 clusters Score -6959910 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -6959923.500000 Penalty: 5218.533691
	Iteration 26Q: 3 clusters Score -6959924 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -6959972.000000 Penalty: 5218.533691
	Iteration 27Q: 3 clusters Score -6959972 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -6959989.500000 Penalty: 5218.533691
	Iteration 28Q: 3 clusters Score -6959990 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6960005.500000 Penalty: 5218.533691
	Iteration 29Q: 3 clusters Score -6960006 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -6960038.500000 Penalty: 5218.533691
	Iteration 30Q: 3 clusters Score -6960038 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -6960053.500000 Penalty: 5218.533691
	Iteration 31Q: 3 clusters Score -6960054 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -6960083.500000 Penalty: 5218.533691
	Iteration 32Q: 3 clusters Score -6960084 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -6960088.000000 Penalty: 5218.533691
	Iteration 33Q: 3 clusters Score -6960088 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -6960127.500000 Penalty: 5218.533691
	Iteration 34Q: 3 clusters Score -6960128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6960158.500000 Penalty: 5218.533691
	Iteration 35Q: 3 clusters Score -6960158 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -6960167.000000 Penalty: 5218.533691
	Iteration 36Q: 3 clusters Score -6960167 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6960189.000000 Penalty: 5218.533691
	Iteration 37Q: 3 clusters Score -6960189 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -6960217.500000 Penalty: 5218.533691
	Iteration 38Q: 3 clusters Score -6960218 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -6960265.000000 Penalty: 5218.533691
	Iteration 39Q: 3 clusters Score -6960265 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -6960317.500000 Penalty: 5218.533691
	Iteration 40F: 3 clusters Score -6960318 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -6960313.000000 Penalty: 5218.533691
	Iteration 41Q: 3 clusters Score -6960313 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -6960335.000000 Penalty: 5218.533691
	Iteration 42Q: 3 clusters Score -6960335 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -6960365.000000 Penalty: 5218.533691
	Iteration 43Q: 3 clusters Score -6960365 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -6960391.000000 Penalty: 5218.533691
	Iteration 44Q: 3 clusters Score -6960391 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -6960400.000000 Penalty: 5218.533691
	Iteration 45Q: 3 clusters Score -6960400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -6960404.000000 Penalty: 5218.533691
	Iteration 46Q: 3 clusters Score -6960404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -6960399.500000 Penalty: 5218.533691
	Iteration 47Q: 3 clusters Score -6960400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -6960457.500000 Penalty: 5218.533691
	Iteration 48Q: 3 clusters Score -6960458 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -6960469.000000 Penalty: 5218.533691
	Iteration 49Q: 3 clusters Score -6960469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -6960482.500000 Penalty: 5218.533691
	Iteration 50Q: 3 clusters Score -6960482 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -6960500.500000 Penalty: 5218.533691
	Iteration 51Q: 3 clusters Score -6960500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6960497 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6960524 nChanged 79
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Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6960524 nChanged 74
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Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6960536 nChanged 73
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Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6960536 nChanged 67
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Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6960542 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6960558 nChanged 55
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Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6960566 nChanged 50
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Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6960578.500000 Penalty: 5218.533691
	Iteration 60F: 3 clusters Score -6960578 nChanged 48
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Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6960589 nChanged 36
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Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6960602 nChanged 44
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Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6960605 nChanged 30
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Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6960596 nChanged 36
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Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -6960599.500000 Penalty: 5218.533691
	Iteration 65Q: 3 clusters Score -6960600 nChanged 27
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Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6960600 nChanged 25
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Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6960609 nChanged 33
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Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6960611 nChanged 27
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Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6960600 nChanged 40
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Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6960609 nChanged 31
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Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6960606 nChanged 33
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Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6960601 nChanged 25
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Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6960600 nChanged 38
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Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6960600 nChanged 25
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Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6960600 nChanged 22
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Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6960610 nChanged 25
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Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6960606 nChanged 24
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Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -6960604.000000 Penalty: 5218.533691
	Iteration 78Q: 3 clusters Score -6960604 nChanged 27
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Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6960598 nChanged 28
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Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6960608 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6960602 nChanged 18
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Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6960598 nChanged 16
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Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 11366 members 
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	Iteration 83Q: 3 clusters Score -6960599 nChanged 22
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Mstep: Class 1 contains 25745 members 
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	Iteration 84Q: 3 clusters Score -6960606 nChanged 19
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	Iteration 85Q: 3 clusters Score -6960604 nChanged 24
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Mstep: Class 1 contains 25750 members 
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	Iteration 86Q: 3 clusters Score -6960606 nChanged 15
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Mstep: Class 1 contains 25757 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6960610 nChanged 14
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Mstep: Class 1 contains 25761 members 
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	Iteration 88Q: 3 clusters Score -6960602 nChanged 16
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Mstep: Class 1 contains 25773 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6960616 nChanged 20
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Mstep: Class 1 contains 25781 members 
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	Iteration 90Q: 3 clusters Score -6960616 nChanged 20
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Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 11304 members 
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	Iteration 91Q: 3 clusters Score -6960608 nChanged 9
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Mstep: Class 1 contains 25794 members 
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Entering Unmasked Estep 
Score: -6960613.000000 Penalty: 5218.533691
	Iteration 92Q: 3 clusters Score -6960613 nChanged 10
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Mstep: Class 1 contains 25798 members 
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Entering Unmasked Estep 
Score: -6960614.000000 Penalty: 5218.533691
	Iteration 93Q: 3 clusters Score -6960614 nChanged 10
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Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 11291 members 
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	Iteration 94Q: 3 clusters Score -6960596 nChanged 13
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Mstep: Class 1 contains 25813 members 
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	Iteration 95Q: 3 clusters Score -6960606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -6960631.000000 Penalty: 5218.533691
	Iteration 96Q: 3 clusters Score -6960631 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25847 members 
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	Iteration 97Q: 3 clusters Score -6960644 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6960634 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -6960630.000000 Penalty: 5218.533691
	Iteration 99Q: 3 clusters Score -6960630 nChanged 18
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Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -6960635.000000 Penalty: 5218.533691
	Iteration 100F: 3 clusters Score -6960635 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25896 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6960630 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25911 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6960630 nChanged 23
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Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 11167 members 
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	Iteration 103Q: 3 clusters Score -6960631 nChanged 12
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Mstep: Class 1 contains 25930 members 
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	Iteration 104Q: 3 clusters Score -6960630 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25938 members 
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Entering Unmasked Estep 
Score: -6960624.500000 Penalty: 5218.533691
	Iteration 105Q: 3 clusters Score -6960624 nChanged 17
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Mstep: Class 1 contains 25949 members 
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	Iteration 106Q: 3 clusters Score -6960637 nChanged 20
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Mstep: Class 1 contains 25961 members 
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	Iteration 107Q: 3 clusters Score -6960634 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -6960618.500000 Penalty: 5218.533691
	Iteration 108Q: 3 clusters Score -6960618 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -6960626.000000 Penalty: 5218.533691
	Iteration 109Q: 3 clusters Score -6960626 nChanged 22
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Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 11088 members 
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	Iteration 110Q: 3 clusters Score -6960626 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -6960633.500000 Penalty: 5218.533691
	Iteration 111Q: 3 clusters Score -6960634 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 11066 members 
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	Iteration 112Q: 3 clusters Score -6960632 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -6960639.500000 Penalty: 5218.533691
	Iteration 113Q: 3 clusters Score -6960640 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26048 members 
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Entering Unmasked Estep 
Score: -6960645.000000 Penalty: 5218.533691
	Iteration 114Q: 3 clusters Score -6960645 nChanged 11
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Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6960658 nChanged 12
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Mstep: Class 1 contains 26067 members 
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Entering Unmasked Estep 
Score: -6960664.000000 Penalty: 5218.533691
	Iteration 116Q: 3 clusters Score -6960664 nChanged 17
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Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6960666 nChanged 20
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Mstep: Class 1 contains 26094 members 
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	Iteration 118Q: 3 clusters Score -6960658 nChanged 10
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Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -6960655.000000 Penalty: 5218.533691
	Iteration 119Q: 3 clusters Score -6960655 nChanged 9
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Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6960656 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6960650 nChanged 10
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Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6960650 nChanged 7
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Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6960650 nChanged 3
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Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6960650 nChanged 3
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Mstep: Class 1 contains 26144 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6960646 nChanged 3
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	Iteration 126Q: 3 clusters Score -6960646 nChanged 3
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Mstep: Class 1 contains 26150 members 
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	Iteration 127Q: 3 clusters Score -6960646 nChanged 7
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	Iteration 128Q: 3 clusters Score -6960644 nChanged 5
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6960644 nChanged 10
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	Iteration 130Q: 3 clusters Score -6960645 nChanged 10
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	Iteration 131Q: 3 clusters Score -6960644 nChanged 9
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	Iteration 132Q: 3 clusters Score -6960650 nChanged 8
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	Iteration 133Q: 3 clusters Score -6960645 nChanged 5
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	Iteration 134Q: 3 clusters Score -6960644 nChanged 4
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	Iteration 135Q: 3 clusters Score -6960644 nChanged 7
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	Iteration 136Q: 3 clusters Score -6960649 nChanged 9
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	Iteration 137Q: 3 clusters Score -6960648 nChanged 10
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6960642 nChanged 9
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Entering Unmasked Estep 
Score: -6960641.000000 Penalty: 5218.533691
	Iteration 139Q: 3 clusters Score -6960641 nChanged 7
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6960639 nChanged 6
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Entering Unmasked Estep 
Score: -6960636.000000 Penalty: 5218.533691
	Iteration 141Q: 3 clusters Score -6960636 nChanged 3
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	Iteration 142Q: 3 clusters Score -6960642 nChanged 3
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6960640 nChanged 1
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	Iteration 144Q: 3 clusters Score -6960634 nChanged 1
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	Iteration 145Q: 3 clusters Score -6960634 nChanged 2
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Entering Unmasked Estep 
Score: -6960636.500000 Penalty: 5218.533691
	Iteration 146Q: 3 clusters Score -6960636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -6960642.000000 Penalty: 5218.533691
	Iteration 147Q: 3 clusters Score -6960642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -6960636.500000 Penalty: 5218.533691
	Iteration 148Q: 3 clusters Score -6960636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6960640.500000 Penalty: 5218.533691
	Iteration 149Q: 3 clusters Score -6960640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -6960642.500000 Penalty: 5218.533691
	Iteration 150Q: 3 clusters Score -6960642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -6960642.500000 Penalty: 5218.533691
	Iteration 151F: 3 clusters Score -6960642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Entering Unmasked Estep 
Score: -7903737.000000 Penalty: 2642.105957
	Iteration 0F: 2 clusters Score -7903737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7877206.000000 Penalty: 5284.211914
	Iteration 0F: 3 clusters Score -7877206 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -7887768.000000 Penalty: 5284.211914
	Iteration 1F: 3 clusters Score -7887768 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7888203.500000 Penalty: 5284.211914
	Iteration 2Q: 3 clusters Score -7888204 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -7888707.500000 Penalty: 5284.211914
	Iteration 3Q: 3 clusters Score -7888708 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -7889111.000000 Penalty: 5284.211914
	Iteration 4Q: 3 clusters Score -7889111 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -7889508.000000 Penalty: 5284.211914
	Iteration 5Q: 3 clusters Score -7889508 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -7889891.000000 Penalty: 5284.211914
	Iteration 6Q: 3 clusters Score -7889891 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -7890408.500000 Penalty: 5284.211914
	Iteration 7Q: 3 clusters Score -7890408 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7891047.000000 Penalty: 5284.211914
	Iteration 8Q: 3 clusters Score -7891047 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -7891842.500000 Penalty: 5284.211914
	Iteration 9Q: 3 clusters Score -7891842 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -7892960.000000 Penalty: 5284.211914
	Iteration 10Q: 3 clusters Score -7892960 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -7894491.000000 Penalty: 5284.211914
	Iteration 11F: 3 clusters Score -7894491 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -7896166.500000 Penalty: 5284.211914
	Iteration 12F: 3 clusters Score -7896166 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -7897449.000000 Penalty: 5284.211914
	Iteration 13Q: 3 clusters Score -7897449 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -7898138.500000 Penalty: 5284.211914
	Iteration 14Q: 3 clusters Score -7898138 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -7898497.000000 Penalty: 5284.211914
	Iteration 15Q: 3 clusters Score -7898497 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -7898759.000000 Penalty: 5284.211914
	Iteration 16Q: 3 clusters Score -7898759 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -7898991.500000 Penalty: 5284.211914
	Iteration 17Q: 3 clusters Score -7898992 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -7899156.000000 Penalty: 5284.211914
	Iteration 18Q: 3 clusters Score -7899156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -7899300.500000 Penalty: 5284.211914
	Iteration 19Q: 3 clusters Score -7899300 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -7899389.500000 Penalty: 5284.211914
	Iteration 20F: 3 clusters Score -7899390 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -7899549.000000 Penalty: 5284.211914
	Iteration 21Q: 3 clusters Score -7899549 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7899670.000000 Penalty: 5284.211914
	Iteration 22Q: 3 clusters Score -7899670 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7899824.500000 Penalty: 5284.211914
	Iteration 23Q: 3 clusters Score -7899824 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -7899887.500000 Penalty: 5284.211914
	Iteration 24Q: 3 clusters Score -7899888 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7899970.500000 Penalty: 5284.211914
	Iteration 25Q: 3 clusters Score -7899970 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -7900090.500000 Penalty: 5284.211914
	Iteration 26Q: 3 clusters Score -7900090 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -7900182.500000 Penalty: 5284.211914
	Iteration 27Q: 3 clusters Score -7900182 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -7900225.500000 Penalty: 5284.211914
	Iteration 28Q: 3 clusters Score -7900226 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -7900321.500000 Penalty: 5284.211914
	Iteration 29Q: 3 clusters Score -7900322 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7900353.000000 Penalty: 5284.211914
	Iteration 30Q: 3 clusters Score -7900353 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -7900431.000000 Penalty: 5284.211914
	Iteration 31Q: 3 clusters Score -7900431 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7900466.500000 Penalty: 5284.211914
	Iteration 32Q: 3 clusters Score -7900466 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -7900534.000000 Penalty: 5284.211914
	Iteration 33Q: 3 clusters Score -7900534 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7900631.500000 Penalty: 5284.211914
	Iteration 34Q: 3 clusters Score -7900632 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -7900676.500000 Penalty: 5284.211914
	Iteration 35Q: 3 clusters Score -7900676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7900724.500000 Penalty: 5284.211914
	Iteration 36Q: 3 clusters Score -7900724 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7900817.000000 Penalty: 5284.211914
	Iteration 37Q: 3 clusters Score -7900817 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7900884.000000 Penalty: 5284.211914
	Iteration 38Q: 3 clusters Score -7900884 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7901008.000000 Penalty: 5284.211914
	Iteration 39Q: 3 clusters Score -7901008 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7901080.000000 Penalty: 5284.211914
	Iteration 40F: 3 clusters Score -7901080 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7901151.000000 Penalty: 5284.211914
	Iteration 41Q: 3 clusters Score -7901151 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7901168.500000 Penalty: 5284.211914
	Iteration 42Q: 3 clusters Score -7901168 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7901209.500000 Penalty: 5284.211914
	Iteration 43Q: 3 clusters Score -7901210 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7901261.000000 Penalty: 5284.211914
	Iteration 44Q: 3 clusters Score -7901261 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7901303.500000 Penalty: 5284.211914
	Iteration 45Q: 3 clusters Score -7901304 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7901340.500000 Penalty: 5284.211914
	Iteration 46Q: 3 clusters Score -7901340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7901386.500000 Penalty: 5284.211914
	Iteration 47Q: 3 clusters Score -7901386 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7901412.000000 Penalty: 5284.211914
	Iteration 48Q: 3 clusters Score -7901412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7901421.000000 Penalty: 5284.211914
	Iteration 49Q: 3 clusters Score -7901421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7901450.500000 Penalty: 5284.211914
	Iteration 50Q: 3 clusters Score -7901450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7901449.000000 Penalty: 5284.211914
	Iteration 51Q: 3 clusters Score -7901449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7901483.000000 Penalty: 5284.211914
	Iteration 52Q: 3 clusters Score -7901483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7901512.500000 Penalty: 5284.211914
	Iteration 53Q: 3 clusters Score -7901512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7901523.500000 Penalty: 5284.211914
	Iteration 54Q: 3 clusters Score -7901524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7901534.000000 Penalty: 5284.211914
	Iteration 55Q: 3 clusters Score -7901534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7901531.500000 Penalty: 5284.211914
	Iteration 56Q: 3 clusters Score -7901532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7901550.500000 Penalty: 5284.211914
	Iteration 57Q: 3 clusters Score -7901550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7901548.500000 Penalty: 5284.211914
	Iteration 58Q: 3 clusters Score -7901548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7901541.000000 Penalty: 5284.211914
	Iteration 59Q: 3 clusters Score -7901541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7901560.000000 Penalty: 5284.211914
	Iteration 60F: 3 clusters Score -7901560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7901561.000000 Penalty: 5284.211914
	Iteration 61Q: 3 clusters Score -7901561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7901573.000000 Penalty: 5284.211914
	Iteration 62Q: 3 clusters Score -7901573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7901570.000000 Penalty: 5284.211914
	Iteration 63Q: 3 clusters Score -7901570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7901578.500000 Penalty: 5284.211914
	Iteration 64Q: 3 clusters Score -7901578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7901588.000000 Penalty: 5284.211914
	Iteration 65Q: 3 clusters Score -7901588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7901583.500000 Penalty: 5284.211914
	Iteration 66Q: 3 clusters Score -7901584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7901585.500000 Penalty: 5284.211914
	Iteration 67Q: 3 clusters Score -7901586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7901587.500000 Penalty: 5284.211914
	Iteration 68Q: 3 clusters Score -7901588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7901592.500000 Penalty: 5284.211914
	Iteration 69Q: 3 clusters Score -7901592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7901595.000000 Penalty: 5284.211914
	Iteration 70Q: 3 clusters Score -7901595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7901594.500000 Penalty: 5284.211914
	Iteration 71Q: 3 clusters Score -7901594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7901592.000000 Penalty: 5284.211914
	Iteration 72Q: 3 clusters Score -7901592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7901594.000000 Penalty: 5284.211914
	Iteration 73Q: 3 clusters Score -7901594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7901592.000000 Penalty: 5284.211914
	Iteration 74Q: 3 clusters Score -7901592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7901595.000000 Penalty: 5284.211914
	Iteration 75Q: 3 clusters Score -7901595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7901594.500000 Penalty: 5284.211914
	Iteration 76Q: 3 clusters Score -7901594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7901598.000000 Penalty: 5284.211914
	Iteration 77Q: 3 clusters Score -7901598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7901597.500000 Penalty: 5284.211914
	Iteration 78Q: 3 clusters Score -7901598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7901597.000000 Penalty: 5284.211914
	Iteration 79Q: 3 clusters Score -7901597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7901597.000000 Penalty: 5284.211914
	Iteration 80F: 3 clusters Score -7901597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Entering Unmasked Estep 
Score: -5393858.000000 Penalty: 2536.847656
	Iteration 0F: 2 clusters Score -5393858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -5375644.500000 Penalty: 5073.695312
	Iteration 0F: 3 clusters Score -5375644 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -5382342.000000 Penalty: 5073.695312
	Iteration 1F: 3 clusters Score -5382342 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5382724.500000 Penalty: 5073.695312
	Iteration 2Q: 3 clusters Score -5382724 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5383020.000000 Penalty: 5073.695312
	Iteration 3Q: 3 clusters Score -5383020 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5383298.000000 Penalty: 5073.695312
	Iteration 4Q: 3 clusters Score -5383298 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5383547.500000 Penalty: 5073.695312
	Iteration 5Q: 3 clusters Score -5383548 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5383821.500000 Penalty: 5073.695312
	Iteration 6Q: 3 clusters Score -5383822 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5384170.500000 Penalty: 5073.695312
	Iteration 7Q: 3 clusters Score -5384170 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -5384686.500000 Penalty: 5073.695312
	Iteration 8Q: 3 clusters Score -5384686 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5385357.000000 Penalty: 5073.695312
	Iteration 9F: 3 clusters Score -5385357 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -5386202.000000 Penalty: 5073.695312
	Iteration 10F: 3 clusters Score -5386202 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -5387235.500000 Penalty: 5073.695312
	Iteration 11F: 3 clusters Score -5387236 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -5388836.500000 Penalty: 5073.695312
	Iteration 12Q: 3 clusters Score -5388836 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5390154.000000 Penalty: 5073.695312
	Iteration 13Q: 3 clusters Score -5390154 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5390946.500000 Penalty: 5073.695312
	Iteration 14Q: 3 clusters Score -5390946 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5391385.000000 Penalty: 5073.695312
	Iteration 15Q: 3 clusters Score -5391385 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5391563.000000 Penalty: 5073.695312
	Iteration 16Q: 3 clusters Score -5391563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5391638.000000 Penalty: 5073.695312
	Iteration 17Q: 3 clusters Score -5391638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5391676.000000 Penalty: 5073.695312
	Iteration 18Q: 3 clusters Score -5391676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5391702.000000 Penalty: 5073.695312
	Iteration 19Q: 3 clusters Score -5391702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5391716.500000 Penalty: 5073.695312
	Iteration 20F: 3 clusters Score -5391716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5391727.500000 Penalty: 5073.695312
	Iteration 21Q: 3 clusters Score -5391728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5391742.500000 Penalty: 5073.695312
	Iteration 22Q: 3 clusters Score -5391742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -5391746.500000 Penalty: 5073.695312
	Iteration 23Q: 3 clusters Score -5391746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5391747.500000 Penalty: 5073.695312
	Iteration 24Q: 3 clusters Score -5391748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -5391748.500000 Penalty: 5073.695312
	Iteration 25Q: 3 clusters Score -5391748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5391753.000000 Penalty: 5073.695312
	Iteration 26Q: 3 clusters Score -5391753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -5391750.500000 Penalty: 5073.695312
	Iteration 27Q: 3 clusters Score -5391750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -5391755.500000 Penalty: 5073.695312
	Iteration 28Q: 3 clusters Score -5391756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -5391755.500000 Penalty: 5073.695312
	Iteration 29F: 3 clusters Score -5391756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -387170.906250 Penalty: 1903.650513
	Iteration 0F: 2 clusters Score -387170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -384444.687500 Penalty: 3807.301025
	Iteration 0F: 3 clusters Score -384444.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -384977.375000 Penalty: 3807.301025
	Iteration 1F: 3 clusters Score -384977.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -385268.750000 Penalty: 3807.301025
	Iteration 2F: 3 clusters Score -385268.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -385518.531250 Penalty: 3807.301025
	Iteration 3F: 3 clusters Score -385518.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -385675.281250 Penalty: 3807.301025
	Iteration 4F: 3 clusters Score -385675.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -385764.593750 Penalty: 3807.301025
	Iteration 5Q: 3 clusters Score -385764.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -385820.968750 Penalty: 3807.301025
	Iteration 6Q: 3 clusters Score -385821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -385865.593750 Penalty: 3807.301025
	Iteration 7Q: 3 clusters Score -385865.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -385912.718750 Penalty: 3807.301025
	Iteration 8Q: 3 clusters Score -385912.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -385942.250000 Penalty: 3807.301025
	Iteration 9Q: 3 clusters Score -385942.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -385967.125000 Penalty: 3807.301025
	Iteration 10Q: 3 clusters Score -385967.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -385984.218750 Penalty: 3807.301025
	Iteration 11Q: 3 clusters Score -385984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -385999.250000 Penalty: 3807.301025
	Iteration 12Q: 3 clusters Score -385999.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -386013.218750 Penalty: 3807.301025
	Iteration 13Q: 3 clusters Score -386013.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -386025.593750 Penalty: 3807.301025
	Iteration 14Q: 3 clusters Score -386025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -386028.375000 Penalty: 3807.301025
	Iteration 15Q: 3 clusters Score -386028.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -386029.312500 Penalty: 3807.301025
	Iteration 16Q: 3 clusters Score -386029.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -386029.312500 Penalty: 3807.301025
	Iteration 17F: 3 clusters Score -386029.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Entering Unmasked Estep 
Score: -8772440.000000 Penalty: 2660.694092
	Iteration 0F: 2 clusters Score -8772440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8743916.000000 Penalty: 5321.388184
	Iteration 0F: 3 clusters Score -8743916 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -8755475.000000 Penalty: 5321.388184
	Iteration 1F: 3 clusters Score -8755475 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -8756036.000000 Penalty: 5321.388184
	Iteration 2Q: 3 clusters Score -8756036 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8756670.000000 Penalty: 5321.388184
	Iteration 3Q: 3 clusters Score -8756670 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -8757332.000000 Penalty: 5321.388184
	Iteration 4Q: 3 clusters Score -8757332 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -8758180.000000 Penalty: 5321.388184
	Iteration 5Q: 3 clusters Score -8758180 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -8759054.000000 Penalty: 5321.388184
	Iteration 6Q: 3 clusters Score -8759054 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -8760014.000000 Penalty: 5321.388184
	Iteration 7Q: 3 clusters Score -8760014 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -8761097.000000 Penalty: 5321.388184
	Iteration 8Q: 3 clusters Score -8761097 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -8762130.000000 Penalty: 5321.388184
	Iteration 9Q: 3 clusters Score -8762130 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8763062.000000 Penalty: 5321.388184
	Iteration 10Q: 3 clusters Score -8763062 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8764065.000000 Penalty: 5321.388184
	Iteration 11Q: 3 clusters Score -8764065 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8765004.000000 Penalty: 5321.388184
	Iteration 12Q: 3 clusters Score -8765004 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8765923.000000 Penalty: 5321.388184
	Iteration 13Q: 3 clusters Score -8765923 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -8766709.000000 Penalty: 5321.388184
	Iteration 14Q: 3 clusters Score -8766709 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8767319.000000 Penalty: 5321.388184
	Iteration 15Q: 3 clusters Score -8767319 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -8767792.000000 Penalty: 5321.388184
	Iteration 16Q: 3 clusters Score -8767792 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -8768115.000000 Penalty: 5321.388184
	Iteration 17Q: 3 clusters Score -8768115 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8768408.000000 Penalty: 5321.388184
	Iteration 18Q: 3 clusters Score -8768408 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8768634.000000 Penalty: 5321.388184
	Iteration 19Q: 3 clusters Score -8768634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8768839.000000 Penalty: 5321.388184
	Iteration 20F: 3 clusters Score -8768839 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -8769049.000000 Penalty: 5321.388184
	Iteration 21Q: 3 clusters Score -8769049 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8769206.000000 Penalty: 5321.388184
	Iteration 22Q: 3 clusters Score -8769206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8769334.000000 Penalty: 5321.388184
	Iteration 23Q: 3 clusters Score -8769334 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8769476.000000 Penalty: 5321.388184
	Iteration 24Q: 3 clusters Score -8769476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -8769554.000000 Penalty: 5321.388184
	Iteration 25Q: 3 clusters Score -8769554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8769661.000000 Penalty: 5321.388184
	Iteration 26Q: 3 clusters Score -8769661 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8769768.000000 Penalty: 5321.388184
	Iteration 27Q: 3 clusters Score -8769768 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8769854.000000 Penalty: 5321.388184
	Iteration 28Q: 3 clusters Score -8769854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8769944.000000 Penalty: 5321.388184
	Iteration 29Q: 3 clusters Score -8769944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8770006.000000 Penalty: 5321.388184
	Iteration 30Q: 3 clusters Score -8770006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8770087.000000 Penalty: 5321.388184
	Iteration 31Q: 3 clusters Score -8770087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8770188.000000 Penalty: 5321.388184
	Iteration 32Q: 3 clusters Score -8770188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8770232.000000 Penalty: 5321.388184
	Iteration 33Q: 3 clusters Score -8770232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8770256.000000 Penalty: 5321.388184
	Iteration 34Q: 3 clusters Score -8770256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8770299.000000 Penalty: 5321.388184
	Iteration 35Q: 3 clusters Score -8770299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8770327.000000 Penalty: 5321.388184
	Iteration 36Q: 3 clusters Score -8770327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8770343.000000 Penalty: 5321.388184
	Iteration 37Q: 3 clusters Score -8770343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8770363.000000 Penalty: 5321.388184
	Iteration 38Q: 3 clusters Score -8770363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -8770376.000000 Penalty: 5321.388184
	Iteration 39Q: 3 clusters Score -8770376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8770392.000000 Penalty: 5321.388184
	Iteration 40F: 3 clusters Score -8770392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8770398.000000 Penalty: 5321.388184
	Iteration 41Q: 3 clusters Score -8770398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8770418.000000 Penalty: 5321.388184
	Iteration 42Q: 3 clusters Score -8770418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8770433.000000 Penalty: 5321.388184
	Iteration 43Q: 3 clusters Score -8770433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8770436.000000 Penalty: 5321.388184
	Iteration 44Q: 3 clusters Score -8770436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8770443.000000 Penalty: 5321.388184
	Iteration 45Q: 3 clusters Score -8770443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8770469.000000 Penalty: 5321.388184
	Iteration 46Q: 3 clusters Score -8770469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8770454.000000 Penalty: 5321.388184
	Iteration 47Q: 3 clusters Score -8770454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8770458.000000 Penalty: 5321.388184
	Iteration 48Q: 3 clusters Score -8770458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -8770448.000000 Penalty: 5321.388184
	Iteration 49Q: 3 clusters Score -8770448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8770455.000000 Penalty: 5321.388184
	Iteration 50Q: 3 clusters Score -8770455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8770458.000000 Penalty: 5321.388184
	Iteration 51Q: 3 clusters Score -8770458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8770454.000000 Penalty: 5321.388184
	Iteration 52Q: 3 clusters Score -8770454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8770439.000000 Penalty: 5321.388184
	Iteration 53Q: 3 clusters Score -8770439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8770439.000000 Penalty: 5321.388184
	Iteration 54Q: 3 clusters Score -8770439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -8770443.000000 Penalty: 5321.388184
	Iteration 55Q: 3 clusters Score -8770443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -8770449.000000 Penalty: 5321.388184
	Iteration 56Q: 3 clusters Score -8770449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8770451.000000 Penalty: 5321.388184
	Iteration 57Q: 3 clusters Score -8770451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8770448.000000 Penalty: 5321.388184
	Iteration 58Q: 3 clusters Score -8770448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8770460.000000 Penalty: 5321.388184
	Iteration 59Q: 3 clusters Score -8770460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8770450.000000 Penalty: 5321.388184
	Iteration 60F: 3 clusters Score -8770450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -8770463.000000 Penalty: 5321.388184
	Iteration 61Q: 3 clusters Score -8770463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8770468.000000 Penalty: 5321.388184
	Iteration 62Q: 3 clusters Score -8770468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8770464.000000 Penalty: 5321.388184
	Iteration 63Q: 3 clusters Score -8770464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8770462.000000 Penalty: 5321.388184
	Iteration 64Q: 3 clusters Score -8770462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8770467.000000 Penalty: 5321.388184
	Iteration 65Q: 3 clusters Score -8770467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8770470.000000 Penalty: 5321.388184
	Iteration 66Q: 3 clusters Score -8770470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8770478.000000 Penalty: 5321.388184
	Iteration 67Q: 3 clusters Score -8770478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8770474.000000 Penalty: 5321.388184
	Iteration 68Q: 3 clusters Score -8770474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8770474.000000 Penalty: 5321.388184
	Iteration 69F: 3 clusters Score -8770474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -3049321.000000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -3049321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -3038170.500000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -3038170 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3041740.000000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -3041740 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3042113.000000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -3042113 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3042414.000000 Penalty: 4789.370117
	Iteration 3Q: 3 clusters Score -3042414 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3042726.500000 Penalty: 4789.370117
	Iteration 4Q: 3 clusters Score -3042726 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3043081.750000 Penalty: 4789.370117
	Iteration 5Q: 3 clusters Score -3043082 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3043529.250000 Penalty: 4789.370117
	Iteration 6Q: 3 clusters Score -3043529 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3044074.000000 Penalty: 4789.370117
	Iteration 7F: 3 clusters Score -3044074 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3044671.250000 Penalty: 4789.370117
	Iteration 8F: 3 clusters Score -3044671 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3045311.500000 Penalty: 4789.370117
	Iteration 9F: 3 clusters Score -3045312 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3045936.250000 Penalty: 4789.370117
	Iteration 10Q: 3 clusters Score -3045936 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3046406.250000 Penalty: 4789.370117
	Iteration 11Q: 3 clusters Score -3046406 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -3046732.250000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -3046732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3046922.750000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -3046923 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -3047040.000000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -3047040 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3047105.750000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -3047106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3047143.750000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -3047144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3047166.500000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -3047166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3047185.500000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -3047186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3047200.250000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -3047200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -3047207.500000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -3047208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3047217.250000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -3047217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3047215.750000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -3047216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3047219.250000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -3047219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3047221.750000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -3047222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3047221.750000 Penalty: 4789.370117
	Iteration 25F: 3 clusters Score -3047222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -85507.781250 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -85507.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84012.906250 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -84012.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84151.289062 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -84151.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84192.289062 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -84192.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84204.437500 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -84204.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84209.179688 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -84209.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84218.882812 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -84218.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -84228.671875 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -84228.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -84234.617188 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -84234.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84243.406250 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -84243.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84247.273438 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -84247.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84248.437500 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -84248.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84249.585938 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -84249.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84249.585938 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -84249.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (23982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Entering Unmasked Estep 
Score: -4807450.000000 Penalty: 2501.094727
	Iteration 0F: 2 clusters Score -4807450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4791663.000000 Penalty: 5002.189453
	Iteration 0F: 3 clusters Score -4791663 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4797367.000000 Penalty: 5002.189453
	Iteration 1F: 3 clusters Score -4797367 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4797778.500000 Penalty: 5002.189453
	Iteration 2F: 3 clusters Score -4797778 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4798073.500000 Penalty: 5002.189453
	Iteration 3Q: 3 clusters Score -4798074 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -4798374.000000 Penalty: 5002.189453
	Iteration 4Q: 3 clusters Score -4798374 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4798604.500000 Penalty: 5002.189453
	Iteration 5Q: 3 clusters Score -4798604 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4798872.000000 Penalty: 5002.189453
	Iteration 6Q: 3 clusters Score -4798872 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4799108.000000 Penalty: 5002.189453
	Iteration 7Q: 3 clusters Score -4799108 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4799416.000000 Penalty: 5002.189453
	Iteration 8Q: 3 clusters Score -4799416 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4799737.500000 Penalty: 5002.189453
	Iteration 9Q: 3 clusters Score -4799738 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4800118.000000 Penalty: 5002.189453
	Iteration 10Q: 3 clusters Score -4800118 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4800572.500000 Penalty: 5002.189453
	Iteration 11Q: 3 clusters Score -4800572 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4801141.500000 Penalty: 5002.189453
	Iteration 12Q: 3 clusters Score -4801142 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4801783.500000 Penalty: 5002.189453
	Iteration 13Q: 3 clusters Score -4801784 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4802293.500000 Penalty: 5002.189453
	Iteration 14Q: 3 clusters Score -4802294 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4802726.000000 Penalty: 5002.189453
	Iteration 15Q: 3 clusters Score -4802726 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4803092.500000 Penalty: 5002.189453
	Iteration 16Q: 3 clusters Score -4803092 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4803354.500000 Penalty: 5002.189453
	Iteration 17Q: 3 clusters Score -4803354 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -4803601.500000 Penalty: 5002.189453
	Iteration 18Q: 3 clusters Score -4803602 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -4803780.500000 Penalty: 5002.189453
	Iteration 19Q: 3 clusters Score -4803780 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4803936.500000 Penalty: 5002.189453
	Iteration 20F: 3 clusters Score -4803936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -4804139.500000 Penalty: 5002.189453
	Iteration 21Q: 3 clusters Score -4804140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4804256.500000 Penalty: 5002.189453
	Iteration 22Q: 3 clusters Score -4804256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4804371.000000 Penalty: 5002.189453
	Iteration 23Q: 3 clusters Score -4804371 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4804492.500000 Penalty: 5002.189453
	Iteration 24Q: 3 clusters Score -4804492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4804586.500000 Penalty: 5002.189453
	Iteration 25Q: 3 clusters Score -4804586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4804656.000000 Penalty: 5002.189453
	Iteration 26Q: 3 clusters Score -4804656 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4804695.500000 Penalty: 5002.189453
	Iteration 27Q: 3 clusters Score -4804696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4804754.000000 Penalty: 5002.189453
	Iteration 28Q: 3 clusters Score -4804754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -4804788.000000 Penalty: 5002.189453
	Iteration 29Q: 3 clusters Score -4804788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4804796.500000 Penalty: 5002.189453
	Iteration 30Q: 3 clusters Score -4804796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -4804824.000000 Penalty: 5002.189453
	Iteration 31Q: 3 clusters Score -4804824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -4804836.500000 Penalty: 5002.189453
	Iteration 32Q: 3 clusters Score -4804836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -4804841.500000 Penalty: 5002.189453
	Iteration 33Q: 3 clusters Score -4804842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4804853.500000 Penalty: 5002.189453
	Iteration 34Q: 3 clusters Score -4804854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4804867.500000 Penalty: 5002.189453
	Iteration 35Q: 3 clusters Score -4804868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4804878.000000 Penalty: 5002.189453
	Iteration 36Q: 3 clusters Score -4804878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4804881.000000 Penalty: 5002.189453
	Iteration 37Q: 3 clusters Score -4804881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4804890.000000 Penalty: 5002.189453
	Iteration 38Q: 3 clusters Score -4804890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4804903.000000 Penalty: 5002.189453
	Iteration 39Q: 3 clusters Score -4804903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4804919.500000 Penalty: 5002.189453
	Iteration 40F: 3 clusters Score -4804920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4804928.000000 Penalty: 5002.189453
	Iteration 41Q: 3 clusters Score -4804928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4804930.500000 Penalty: 5002.189453
	Iteration 42Q: 3 clusters Score -4804930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4804939.500000 Penalty: 5002.189453
	Iteration 43Q: 3 clusters Score -4804940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4804940.000000 Penalty: 5002.189453
	Iteration 44Q: 3 clusters Score -4804940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4804939.000000 Penalty: 5002.189453
	Iteration 45Q: 3 clusters Score -4804939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4804943.500000 Penalty: 5002.189453
	Iteration 46Q: 3 clusters Score -4804944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4804943.500000 Penalty: 5002.189453
	Iteration 47Q: 3 clusters Score -4804944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4804949.000000 Penalty: 5002.189453
	Iteration 48Q: 3 clusters Score -4804949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4804952.000000 Penalty: 5002.189453
	Iteration 49Q: 3 clusters Score -4804952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4804954.500000 Penalty: 5002.189453
	Iteration 50Q: 3 clusters Score -4804954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4804957.000000 Penalty: 5002.189453
	Iteration 51Q: 3 clusters Score -4804957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4804957.000000 Penalty: 5002.189453
	Iteration 52F: 3 clusters Score -4804957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Entering Unmasked Estep 
Score: -4402820.500000 Penalty: 2472.078369
	Iteration 0F: 2 clusters Score -4402820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4390062.500000 Penalty: 4944.156738
	Iteration 0F: 3 clusters Score -4390062 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -4395126.500000 Penalty: 4944.156738
	Iteration 1F: 3 clusters Score -4395126 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -4395498.000000 Penalty: 4944.156738
	Iteration 2F: 3 clusters Score -4395498 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4395797.500000 Penalty: 4944.156738
	Iteration 3Q: 3 clusters Score -4395798 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -4396103.000000 Penalty: 4944.156738
	Iteration 4Q: 3 clusters Score -4396103 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4396333.500000 Penalty: 4944.156738
	Iteration 5Q: 3 clusters Score -4396334 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4396563.000000 Penalty: 4944.156738
	Iteration 6Q: 3 clusters Score -4396563 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -4396770.000000 Penalty: 4944.156738
	Iteration 7Q: 3 clusters Score -4396770 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -4396974.500000 Penalty: 4944.156738
	Iteration 8Q: 3 clusters Score -4396974 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4397164.500000 Penalty: 4944.156738
	Iteration 9Q: 3 clusters Score -4397164 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4397392.000000 Penalty: 4944.156738
	Iteration 10Q: 3 clusters Score -4397392 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4397665.000000 Penalty: 4944.156738
	Iteration 11Q: 3 clusters Score -4397665 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4398121.000000 Penalty: 4944.156738
	Iteration 12Q: 3 clusters Score -4398121 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -4398397.500000 Penalty: 4944.156738
	Iteration 13Q: 3 clusters Score -4398398 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4398707.000000 Penalty: 4944.156738
	Iteration 14Q: 3 clusters Score -4398707 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4399034.500000 Penalty: 4944.156738
	Iteration 15Q: 3 clusters Score -4399034 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4399301.000000 Penalty: 4944.156738
	Iteration 16Q: 3 clusters Score -4399301 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4399514.500000 Penalty: 4944.156738
	Iteration 17Q: 3 clusters Score -4399514 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4399687.000000 Penalty: 4944.156738
	Iteration 18Q: 3 clusters Score -4399687 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4399832.500000 Penalty: 4944.156738
	Iteration 19Q: 3 clusters Score -4399832 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4399964.000000 Penalty: 4944.156738
	Iteration 20F: 3 clusters Score -4399964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -4400067.500000 Penalty: 4944.156738
	Iteration 21Q: 3 clusters Score -4400068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4400167.000000 Penalty: 4944.156738
	Iteration 22Q: 3 clusters Score -4400167 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4400244.000000 Penalty: 4944.156738
	Iteration 23Q: 3 clusters Score -4400244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -4400321.500000 Penalty: 4944.156738
	Iteration 24Q: 3 clusters Score -4400322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -4400365.000000 Penalty: 4944.156738
	Iteration 25Q: 3 clusters Score -4400365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4400429.500000 Penalty: 4944.156738
	Iteration 26Q: 3 clusters Score -4400430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4400480.000000 Penalty: 4944.156738
	Iteration 27Q: 3 clusters Score -4400480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -4400496.500000 Penalty: 4944.156738
	Iteration 28Q: 3 clusters Score -4400496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4400527.000000 Penalty: 4944.156738
	Iteration 29Q: 3 clusters Score -4400527 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4400552.000000 Penalty: 4944.156738
	Iteration 30Q: 3 clusters Score -4400552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -4400569.000000 Penalty: 4944.156738
	Iteration 31Q: 3 clusters Score -4400569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4400590.500000 Penalty: 4944.156738
	Iteration 32Q: 3 clusters Score -4400590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4400609.500000 Penalty: 4944.156738
	Iteration 33Q: 3 clusters Score -4400610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4400621.500000 Penalty: 4944.156738
	Iteration 34Q: 3 clusters Score -4400622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4400622.500000 Penalty: 4944.156738
	Iteration 35Q: 3 clusters Score -4400622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4400632.500000 Penalty: 4944.156738
	Iteration 36Q: 3 clusters Score -4400632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -4400633.500000 Penalty: 4944.156738
	Iteration 37Q: 3 clusters Score -4400634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4400635.500000 Penalty: 4944.156738
	Iteration 38Q: 3 clusters Score -4400636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4400643.000000 Penalty: 4944.156738
	Iteration 39Q: 3 clusters Score -4400643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4400639.000000 Penalty: 4944.156738
	Iteration 40F: 3 clusters Score -4400639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4400643.500000 Penalty: 4944.156738
	Iteration 41Q: 3 clusters Score -4400644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4400645.000000 Penalty: 4944.156738
	Iteration 42Q: 3 clusters Score -4400645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4400648.500000 Penalty: 4944.156738
	Iteration 43Q: 3 clusters Score -4400648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4400648.500000 Penalty: 4944.156738
	Iteration 44F: 3 clusters Score -4400648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Entering Unmasked Estep 
Score: -4621095.000000 Penalty: 2484.458252
	Iteration 0F: 2 clusters Score -4621095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -4607833.000000 Penalty: 4968.916504
	Iteration 0F: 3 clusters Score -4607833 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -4612894.500000 Penalty: 4968.916504
	Iteration 1F: 3 clusters Score -4612894 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4613226.500000 Penalty: 4968.916504
	Iteration 2F: 3 clusters Score -4613226 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4613528.000000 Penalty: 4968.916504
	Iteration 3Q: 3 clusters Score -4613528 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4613767.000000 Penalty: 4968.916504
	Iteration 4Q: 3 clusters Score -4613767 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4613985.000000 Penalty: 4968.916504
	Iteration 5Q: 3 clusters Score -4613985 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -4614178.000000 Penalty: 4968.916504
	Iteration 6Q: 3 clusters Score -4614178 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -4614365.500000 Penalty: 4968.916504
	Iteration 7Q: 3 clusters Score -4614366 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4614564.000000 Penalty: 4968.916504
	Iteration 8Q: 3 clusters Score -4614564 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4614829.000000 Penalty: 4968.916504
	Iteration 9Q: 3 clusters Score -4614829 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4615118.500000 Penalty: 4968.916504
	Iteration 10Q: 3 clusters Score -4615118 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4615545.500000 Penalty: 4968.916504
	Iteration 11Q: 3 clusters Score -4615546 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4616096.500000 Penalty: 4968.916504
	Iteration 12Q: 3 clusters Score -4616096 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4616869.500000 Penalty: 4968.916504
	Iteration 13Q: 3 clusters Score -4616870 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4617776.500000 Penalty: 4968.916504
	Iteration 14F: 3 clusters Score -4617776 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4618654.500000 Penalty: 4968.916504
	Iteration 15F: 3 clusters Score -4618654 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4619248.000000 Penalty: 4968.916504
	Iteration 16Q: 3 clusters Score -4619248 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4619554.500000 Penalty: 4968.916504
	Iteration 17Q: 3 clusters Score -4619554 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -4619671.500000 Penalty: 4968.916504
	Iteration 18Q: 3 clusters Score -4619672 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -4619790.000000 Penalty: 4968.916504
	Iteration 19Q: 3 clusters Score -4619790 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4619914.500000 Penalty: 4968.916504
	Iteration 20F: 3 clusters Score -4619914 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -4619841.000000 Penalty: 4968.916504
	Iteration 21Q: 3 clusters Score -4619841 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -4619914.500000 Penalty: 4968.916504
	Iteration 22Q: 3 clusters Score -4619914 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -4619850.000000 Penalty: 4968.916504
	Iteration 23Q: 3 clusters Score -4619850 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -4619886.000000 Penalty: 4968.916504
	Iteration 24Q: 3 clusters Score -4619886 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4619922.000000 Penalty: 4968.916504
	Iteration 25Q: 3 clusters Score -4619922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -4619936.000000 Penalty: 4968.916504
	Iteration 26Q: 3 clusters Score -4619936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4619948.000000 Penalty: 4968.916504
	Iteration 27Q: 3 clusters Score -4619948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4619931.000000 Penalty: 4968.916504
	Iteration 28Q: 3 clusters Score -4619931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4619962.500000 Penalty: 4968.916504
	Iteration 29Q: 3 clusters Score -4619962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4620004.000000 Penalty: 4968.916504
	Iteration 30Q: 3 clusters Score -4620004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4620015.500000 Penalty: 4968.916504
	Iteration 31Q: 3 clusters Score -4620016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4620019.000000 Penalty: 4968.916504
	Iteration 32Q: 3 clusters Score -4620019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4620032.000000 Penalty: 4968.916504
	Iteration 33Q: 3 clusters Score -4620032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4620018.500000 Penalty: 4968.916504
	Iteration 34Q: 3 clusters Score -4620018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -4620018.500000 Penalty: 4968.916504
	Iteration 35Q: 3 clusters Score -4620018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4620026.500000 Penalty: 4968.916504
	Iteration 36Q: 3 clusters Score -4620026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4620021.500000 Penalty: 4968.916504
	Iteration 37Q: 3 clusters Score -4620022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4620036.000000 Penalty: 4968.916504
	Iteration 38Q: 3 clusters Score -4620036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4620045.500000 Penalty: 4968.916504
	Iteration 39Q: 3 clusters Score -4620046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4620052.000000 Penalty: 4968.916504
	Iteration 40F: 3 clusters Score -4620052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4620043.500000 Penalty: 4968.916504
	Iteration 41Q: 3 clusters Score -4620044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -4620038.000000 Penalty: 4968.916504
	Iteration 42Q: 3 clusters Score -4620038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4620050.000000 Penalty: 4968.916504
	Iteration 43Q: 3 clusters Score -4620050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4620047.500000 Penalty: 4968.916504
	Iteration 44Q: 3 clusters Score -4620048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4620043.500000 Penalty: 4968.916504
	Iteration 45Q: 3 clusters Score -4620044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -4620049.500000 Penalty: 4968.916504
	Iteration 46Q: 3 clusters Score -4620050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4620058.500000 Penalty: 4968.916504
	Iteration 47Q: 3 clusters Score -4620058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4620047.500000 Penalty: 4968.916504
	Iteration 48Q: 3 clusters Score -4620048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4620029.500000 Penalty: 4968.916504
	Iteration 49Q: 3 clusters Score -4620030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4620035.000000 Penalty: 4968.916504
	Iteration 50Q: 3 clusters Score -4620035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4620028.500000 Penalty: 4968.916504
	Iteration 51Q: 3 clusters Score -4620028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4620031.500000 Penalty: 4968.916504
	Iteration 52Q: 3 clusters Score -4620032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4620036.500000 Penalty: 4968.916504
	Iteration 53Q: 3 clusters Score -4620036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4620038.500000 Penalty: 4968.916504
	Iteration 54Q: 3 clusters Score -4620038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4620038.500000 Penalty: 4968.916504
	Iteration 55F: 3 clusters Score -4620038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Entering Unmasked Estep 
Score: -5468396.000000 Penalty: 2548.400635
	Iteration 0F: 2 clusters Score -5468396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5449077.500000 Penalty: 5096.801270
	Iteration 0F: 3 clusters Score -5449078 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5456011.000000 Penalty: 5096.801270
	Iteration 1F: 3 clusters Score -5456011 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -5456500.000000 Penalty: 5096.801270
	Iteration 2F: 3 clusters Score -5456500 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -5457037.000000 Penalty: 5096.801270
	Iteration 3Q: 3 clusters Score -5457037 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5457692.500000 Penalty: 5096.801270
	Iteration 4Q: 3 clusters Score -5457692 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5458573.000000 Penalty: 5096.801270
	Iteration 5F: 3 clusters Score -5458573 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -5459814.500000 Penalty: 5096.801270
	Iteration 6F: 3 clusters Score -5459814 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5461488.500000 Penalty: 5096.801270
	Iteration 7F: 3 clusters Score -5461488 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5463242.000000 Penalty: 5096.801270
	Iteration 8F: 3 clusters Score -5463242 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5464623.500000 Penalty: 5096.801270
	Iteration 9F: 3 clusters Score -5464624 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5465447.000000 Penalty: 5096.801270
	Iteration 10Q: 3 clusters Score -5465447 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5465805.000000 Penalty: 5096.801270
	Iteration 11Q: 3 clusters Score -5465805 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5466007.000000 Penalty: 5096.801270
	Iteration 12Q: 3 clusters Score -5466007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5466085.000000 Penalty: 5096.801270
	Iteration 13Q: 3 clusters Score -5466085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5466122.000000 Penalty: 5096.801270
	Iteration 14Q: 3 clusters Score -5466122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5466153.500000 Penalty: 5096.801270
	Iteration 15Q: 3 clusters Score -5466154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5466164.000000 Penalty: 5096.801270
	Iteration 16Q: 3 clusters Score -5466164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -5466172.000000 Penalty: 5096.801270
	Iteration 17Q: 3 clusters Score -5466172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5466177.500000 Penalty: 5096.801270
	Iteration 18Q: 3 clusters Score -5466178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5466182.500000 Penalty: 5096.801270
	Iteration 19Q: 3 clusters Score -5466182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5466186.000000 Penalty: 5096.801270
	Iteration 20F: 3 clusters Score -5466186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5466192.500000 Penalty: 5096.801270
	Iteration 21Q: 3 clusters Score -5466192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5466192.500000 Penalty: 5096.801270
	Iteration 22F: 3 clusters Score -5466192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1897383.875000 Penalty: 2276.406006
	Iteration 0F: 2 clusters Score -1897384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1889870.625000 Penalty: 4552.812012
	Iteration 0F: 3 clusters Score -1889871 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1892003.125000 Penalty: 4552.812012
	Iteration 1F: 3 clusters Score -1892003 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1892274.000000 Penalty: 4552.812012
	Iteration 2F: 3 clusters Score -1892274 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1892442.625000 Penalty: 4552.812012
	Iteration 3Q: 3 clusters Score -1892443 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1892566.000000 Penalty: 4552.812012
	Iteration 4Q: 3 clusters Score -1892566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1892645.250000 Penalty: 4552.812012
	Iteration 5Q: 3 clusters Score -1892645 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1892702.500000 Penalty: 4552.812012
	Iteration 6Q: 3 clusters Score -1892702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1892747.125000 Penalty: 4552.812012
	Iteration 7Q: 3 clusters Score -1892747 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1892778.375000 Penalty: 4552.812012
	Iteration 8Q: 3 clusters Score -1892778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1892806.000000 Penalty: 4552.812012
	Iteration 9Q: 3 clusters Score -1892806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1892831.750000 Penalty: 4552.812012
	Iteration 10Q: 3 clusters Score -1892832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1892859.875000 Penalty: 4552.812012
	Iteration 11Q: 3 clusters Score -1892860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1892886.500000 Penalty: 4552.812012
	Iteration 12Q: 3 clusters Score -1892886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1892913.000000 Penalty: 4552.812012
	Iteration 13Q: 3 clusters Score -1892913 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1892947.625000 Penalty: 4552.812012
	Iteration 14Q: 3 clusters Score -1892948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1892985.500000 Penalty: 4552.812012
	Iteration 15Q: 3 clusters Score -1892986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1893012.125000 Penalty: 4552.812012
	Iteration 16Q: 3 clusters Score -1893012 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1893043.250000 Penalty: 4552.812012
	Iteration 17Q: 3 clusters Score -1893043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1893079.500000 Penalty: 4552.812012
	Iteration 18Q: 3 clusters Score -1893080 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1893124.000000 Penalty: 4552.812012
	Iteration 19Q: 3 clusters Score -1893124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1893175.500000 Penalty: 4552.812012
	Iteration 20F: 3 clusters Score -1893176 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1893229.625000 Penalty: 4552.812012
	Iteration 21Q: 3 clusters Score -1893230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1893306.250000 Penalty: 4552.812012
	Iteration 22Q: 3 clusters Score -1893306 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1893378.500000 Penalty: 4552.812012
	Iteration 23Q: 3 clusters Score -1893378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1893468.375000 Penalty: 4552.812012
	Iteration 24Q: 3 clusters Score -1893468 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1893580.625000 Penalty: 4552.812012
	Iteration 25Q: 3 clusters Score -1893581 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1893711.750000 Penalty: 4552.812012
	Iteration 26Q: 3 clusters Score -1893712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1893852.000000 Penalty: 4552.812012
	Iteration 27Q: 3 clusters Score -1893852 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1894042.500000 Penalty: 4552.812012
	Iteration 28Q: 3 clusters Score -1894042 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1894227.000000 Penalty: 4552.812012
	Iteration 29Q: 3 clusters Score -1894227 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1894440.125000 Penalty: 4552.812012
	Iteration 30Q: 3 clusters Score -1894440 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1894643.250000 Penalty: 4552.812012
	Iteration 31Q: 3 clusters Score -1894643 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1894794.625000 Penalty: 4552.812012
	Iteration 32Q: 3 clusters Score -1894795 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1894933.625000 Penalty: 4552.812012
	Iteration 33Q: 3 clusters Score -1894934 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1895030.375000 Penalty: 4552.812012
	Iteration 34Q: 3 clusters Score -1895030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1895102.500000 Penalty: 4552.812012
	Iteration 35Q: 3 clusters Score -1895102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1895163.125000 Penalty: 4552.812012
	Iteration 36Q: 3 clusters Score -1895163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1895220.000000 Penalty: 4552.812012
	Iteration 37Q: 3 clusters Score -1895220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1895256.375000 Penalty: 4552.812012
	Iteration 38Q: 3 clusters Score -1895256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1895285.250000 Penalty: 4552.812012
	Iteration 39Q: 3 clusters Score -1895285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1895310.625000 Penalty: 4552.812012
	Iteration 40F: 3 clusters Score -1895311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1895327.000000 Penalty: 4552.812012
	Iteration 41Q: 3 clusters Score -1895327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1895342.000000 Penalty: 4552.812012
	Iteration 42Q: 3 clusters Score -1895342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1895346.000000 Penalty: 4552.812012
	Iteration 43Q: 3 clusters Score -1895346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1895352.000000 Penalty: 4552.812012
	Iteration 44Q: 3 clusters Score -1895352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1895365.000000 Penalty: 4552.812012
	Iteration 45Q: 3 clusters Score -1895365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1895373.500000 Penalty: 4552.812012
	Iteration 46Q: 3 clusters Score -1895374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1895375.250000 Penalty: 4552.812012
	Iteration 47Q: 3 clusters Score -1895375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1895378.500000 Penalty: 4552.812012
	Iteration 48Q: 3 clusters Score -1895378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1895378.625000 Penalty: 4552.812012
	Iteration 49Q: 3 clusters Score -1895379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1895379.500000 Penalty: 4552.812012
	Iteration 50Q: 3 clusters Score -1895380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1895378.750000 Penalty: 4552.812012
	Iteration 51Q: 3 clusters Score -1895379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1895382.250000 Penalty: 4552.812012
	Iteration 52Q: 3 clusters Score -1895382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1895386.375000 Penalty: 4552.812012
	Iteration 53Q: 3 clusters Score -1895386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1895391.250000 Penalty: 4552.812012
	Iteration 54Q: 3 clusters Score -1895391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1895396.125000 Penalty: 4552.812012
	Iteration 55Q: 3 clusters Score -1895396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1895398.625000 Penalty: 4552.812012
	Iteration 56Q: 3 clusters Score -1895399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1895400.000000 Penalty: 4552.812012
	Iteration 57Q: 3 clusters Score -1895400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1895404.750000 Penalty: 4552.812012
	Iteration 58Q: 3 clusters Score -1895405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1895410.625000 Penalty: 4552.812012
	Iteration 59Q: 3 clusters Score -1895411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1895411.125000 Penalty: 4552.812012
	Iteration 60F: 3 clusters Score -1895411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (25262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Entering Unmasked Estep 
Score: -4918103.000000 Penalty: 2513.989990
	Iteration 0F: 2 clusters Score -4918103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4900965.500000 Penalty: 5027.979980
	Iteration 0F: 3 clusters Score -4900966 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4906816.000000 Penalty: 5027.979980
	Iteration 1F: 3 clusters Score -4906816 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4907254.500000 Penalty: 5027.979980
	Iteration 2F: 3 clusters Score -4907254 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -4907681.000000 Penalty: 5027.979980
	Iteration 3Q: 3 clusters Score -4907681 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4908050.000000 Penalty: 5027.979980
	Iteration 4Q: 3 clusters Score -4908050 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4908454.000000 Penalty: 5027.979980
	Iteration 5Q: 3 clusters Score -4908454 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4908978.000000 Penalty: 5027.979980
	Iteration 6Q: 3 clusters Score -4908978 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4909629.500000 Penalty: 5027.979980
	Iteration 7F: 3 clusters Score -4909630 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4910322.500000 Penalty: 5027.979980
	Iteration 8Q: 3 clusters Score -4910322 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4911165.000000 Penalty: 5027.979980
	Iteration 9F: 3 clusters Score -4911165 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4911974.000000 Penalty: 5027.979980
	Iteration 10Q: 3 clusters Score -4911974 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4912520.000000 Penalty: 5027.979980
	Iteration 11Q: 3 clusters Score -4912520 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4912833.500000 Penalty: 5027.979980
	Iteration 12Q: 3 clusters Score -4912834 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4912975.000000 Penalty: 5027.979980
	Iteration 13Q: 3 clusters Score -4912975 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4913031.500000 Penalty: 5027.979980
	Iteration 14Q: 3 clusters Score -4913032 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4913086.500000 Penalty: 5027.979980
	Iteration 15Q: 3 clusters Score -4913086 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -4913088.500000 Penalty: 5027.979980
	Iteration 16Q: 3 clusters Score -4913088 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4913127.500000 Penalty: 5027.979980
	Iteration 17Q: 3 clusters Score -4913128 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4913149.500000 Penalty: 5027.979980
	Iteration 18Q: 3 clusters Score -4913150 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4913150.500000 Penalty: 5027.979980
	Iteration 19Q: 3 clusters Score -4913150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4913147.500000 Penalty: 5027.979980
	Iteration 20F: 3 clusters Score -4913148 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4913153.000000 Penalty: 5027.979980
	Iteration 21Q: 3 clusters Score -4913153 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4913160.000000 Penalty: 5027.979980
	Iteration 22Q: 3 clusters Score -4913160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -4913190.500000 Penalty: 5027.979980
	Iteration 23Q: 3 clusters Score -4913190 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4913193.500000 Penalty: 5027.979980
	Iteration 24Q: 3 clusters Score -4913194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4913217.000000 Penalty: 5027.979980
	Iteration 25Q: 3 clusters Score -4913217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4913224.500000 Penalty: 5027.979980
	Iteration 26Q: 3 clusters Score -4913224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4913230.500000 Penalty: 5027.979980
	Iteration 27Q: 3 clusters Score -4913230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4913223.500000 Penalty: 5027.979980
	Iteration 28Q: 3 clusters Score -4913224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4913255.500000 Penalty: 5027.979980
	Iteration 29Q: 3 clusters Score -4913256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4913246.000000 Penalty: 5027.979980
	Iteration 30Q: 3 clusters Score -4913246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4913251.000000 Penalty: 5027.979980
	Iteration 31Q: 3 clusters Score -4913251 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4913273.500000 Penalty: 5027.979980
	Iteration 32Q: 3 clusters Score -4913274 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4913286.500000 Penalty: 5027.979980
	Iteration 33Q: 3 clusters Score -4913286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -4913291.500000 Penalty: 5027.979980
	Iteration 34Q: 3 clusters Score -4913292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4913313.500000 Penalty: 5027.979980
	Iteration 35Q: 3 clusters Score -4913314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4913327.000000 Penalty: 5027.979980
	Iteration 36Q: 3 clusters Score -4913327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -4913338.500000 Penalty: 5027.979980
	Iteration 37Q: 3 clusters Score -4913338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4913358.000000 Penalty: 5027.979980
	Iteration 38Q: 3 clusters Score -4913358 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4913363.000000 Penalty: 5027.979980
	Iteration 39Q: 3 clusters Score -4913363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4913347.500000 Penalty: 5027.979980
	Iteration 40F: 3 clusters Score -4913348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4913353.000000 Penalty: 5027.979980
	Iteration 41Q: 3 clusters Score -4913353 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4913352.500000 Penalty: 5027.979980
	Iteration 42Q: 3 clusters Score -4913352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -4913370.000000 Penalty: 5027.979980
	Iteration 43Q: 3 clusters Score -4913370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4913361.000000 Penalty: 5027.979980
	Iteration 44Q: 3 clusters Score -4913361 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -4913376.000000 Penalty: 5027.979980
	Iteration 45Q: 3 clusters Score -4913376 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4913380.000000 Penalty: 5027.979980
	Iteration 46Q: 3 clusters Score -4913380 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -4913392.000000 Penalty: 5027.979980
	Iteration 47Q: 3 clusters Score -4913392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4913399.000000 Penalty: 5027.979980
	Iteration 48Q: 3 clusters Score -4913399 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4913406.500000 Penalty: 5027.979980
	Iteration 49Q: 3 clusters Score -4913406 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -4913438.500000 Penalty: 5027.979980
	Iteration 50Q: 3 clusters Score -4913438 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4913426.000000 Penalty: 5027.979980
	Iteration 51Q: 3 clusters Score -4913426 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4913431.500000 Penalty: 5027.979980
	Iteration 52Q: 3 clusters Score -4913432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4913408.000000 Penalty: 5027.979980
	Iteration 53Q: 3 clusters Score -4913408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4913420.500000 Penalty: 5027.979980
	Iteration 54Q: 3 clusters Score -4913420 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4913407.000000 Penalty: 5027.979980
	Iteration 55Q: 3 clusters Score -4913407 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -4913436.500000 Penalty: 5027.979980
	Iteration 56Q: 3 clusters Score -4913436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4913439.500000 Penalty: 5027.979980
	Iteration 57Q: 3 clusters Score -4913440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4913425.500000 Penalty: 5027.979980
	Iteration 58Q: 3 clusters Score -4913426 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -4913434.000000 Penalty: 5027.979980
	Iteration 59Q: 3 clusters Score -4913434 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4913444.000000 Penalty: 5027.979980
	Iteration 60F: 3 clusters Score -4913444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4913435.500000 Penalty: 5027.979980
	Iteration 61Q: 3 clusters Score -4913436 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4913428.000000 Penalty: 5027.979980
	Iteration 62Q: 3 clusters Score -4913428 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4913433.500000 Penalty: 5027.979980
	Iteration 63Q: 3 clusters Score -4913434 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4913440 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4913457 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4913472 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -4913468.500000 Penalty: 5027.979980
	Iteration 67Q: 3 clusters Score -4913468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4913481.000000 Penalty: 5027.979980
	Iteration 68Q: 3 clusters Score -4913481 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -4913518.000000 Penalty: 5027.979980
	Iteration 69Q: 3 clusters Score -4913518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -4913533.500000 Penalty: 5027.979980
	Iteration 70Q: 3 clusters Score -4913534 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4913532.000000 Penalty: 5027.979980
	Iteration 71Q: 3 clusters Score -4913532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -4913533.500000 Penalty: 5027.979980
	Iteration 72Q: 3 clusters Score -4913534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -4913555.500000 Penalty: 5027.979980
	Iteration 73Q: 3 clusters Score -4913556 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4913561.000000 Penalty: 5027.979980
	Iteration 74Q: 3 clusters Score -4913561 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -4913579.500000 Penalty: 5027.979980
	Iteration 75Q: 3 clusters Score -4913580 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4913582.000000 Penalty: 5027.979980
	Iteration 76Q: 3 clusters Score -4913582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4913588.500000 Penalty: 5027.979980
	Iteration 77Q: 3 clusters Score -4913588 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4913623.500000 Penalty: 5027.979980
	Iteration 78Q: 3 clusters Score -4913624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4913628.500000 Penalty: 5027.979980
	Iteration 79Q: 3 clusters Score -4913628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4913640.500000 Penalty: 5027.979980
	Iteration 80F: 3 clusters Score -4913640 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4913631.000000 Penalty: 5027.979980
	Iteration 81Q: 3 clusters Score -4913631 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4913638.500000 Penalty: 5027.979980
	Iteration 82Q: 3 clusters Score -4913638 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -4913651.500000 Penalty: 5027.979980
	Iteration 83Q: 3 clusters Score -4913652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4913668.000000 Penalty: 5027.979980
	Iteration 84Q: 3 clusters Score -4913668 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -4913714.000000 Penalty: 5027.979980
	Iteration 85Q: 3 clusters Score -4913714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4913752.000000 Penalty: 5027.979980
	Iteration 86Q: 3 clusters Score -4913752 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4913791.500000 Penalty: 5027.979980
	Iteration 87Q: 3 clusters Score -4913792 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -4913814.500000 Penalty: 5027.979980
	Iteration 88Q: 3 clusters Score -4913814 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4913847.000000 Penalty: 5027.979980
	Iteration 89Q: 3 clusters Score -4913847 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -4913878.000000 Penalty: 5027.979980
	Iteration 90Q: 3 clusters Score -4913878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -4913906.000000 Penalty: 5027.979980
	Iteration 91Q: 3 clusters Score -4913906 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4913918.000000 Penalty: 5027.979980
	Iteration 92Q: 3 clusters Score -4913918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4913973.000000 Penalty: 5027.979980
	Iteration 93Q: 3 clusters Score -4913973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4914022.500000 Penalty: 5027.979980
	Iteration 94Q: 3 clusters Score -4914022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4914078.000000 Penalty: 5027.979980
	Iteration 95Q: 3 clusters Score -4914078 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4914104.500000 Penalty: 5027.979980
	Iteration 96Q: 3 clusters Score -4914104 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4914141.000000 Penalty: 5027.979980
	Iteration 97Q: 3 clusters Score -4914141 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -4914202.000000 Penalty: 5027.979980
	Iteration 98Q: 3 clusters Score -4914202 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4914267.000000 Penalty: 5027.979980
	Iteration 99Q: 3 clusters Score -4914267 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4914320.000000 Penalty: 5027.979980
	Iteration 100F: 3 clusters Score -4914320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4914379.500000 Penalty: 5027.979980
	Iteration 101Q: 3 clusters Score -4914380 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4914449.500000 Penalty: 5027.979980
	Iteration 102Q: 3 clusters Score -4914450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4914548.000000 Penalty: 5027.979980
	Iteration 103Q: 3 clusters Score -4914548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4914674.000000 Penalty: 5027.979980
	Iteration 104Q: 3 clusters Score -4914674 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4914767.000000 Penalty: 5027.979980
	Iteration 105Q: 3 clusters Score -4914767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4914888.500000 Penalty: 5027.979980
	Iteration 106Q: 3 clusters Score -4914888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4914970.500000 Penalty: 5027.979980
	Iteration 107Q: 3 clusters Score -4914970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4915046.000000 Penalty: 5027.979980
	Iteration 108Q: 3 clusters Score -4915046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4915138.500000 Penalty: 5027.979980
	Iteration 109Q: 3 clusters Score -4915138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4915214.500000 Penalty: 5027.979980
	Iteration 110Q: 3 clusters Score -4915214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4915283.500000 Penalty: 5027.979980
	Iteration 111Q: 3 clusters Score -4915284 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4915339.500000 Penalty: 5027.979980
	Iteration 112Q: 3 clusters Score -4915340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4915412.000000 Penalty: 5027.979980
	Iteration 113Q: 3 clusters Score -4915412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4915476.000000 Penalty: 5027.979980
	Iteration 114Q: 3 clusters Score -4915476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4915508.500000 Penalty: 5027.979980
	Iteration 115Q: 3 clusters Score -4915508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4915539.500000 Penalty: 5027.979980
	Iteration 116Q: 3 clusters Score -4915540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4915572.000000 Penalty: 5027.979980
	Iteration 117Q: 3 clusters Score -4915572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4915604.500000 Penalty: 5027.979980
	Iteration 118Q: 3 clusters Score -4915604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4915635.000000 Penalty: 5027.979980
	Iteration 119Q: 3 clusters Score -4915635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4915657.500000 Penalty: 5027.979980
	Iteration 120F: 3 clusters Score -4915658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4915679.500000 Penalty: 5027.979980
	Iteration 121Q: 3 clusters Score -4915680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4915701.000000 Penalty: 5027.979980
	Iteration 122Q: 3 clusters Score -4915701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4915706.000000 Penalty: 5027.979980
	Iteration 123Q: 3 clusters Score -4915706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4915729.500000 Penalty: 5027.979980
	Iteration 124Q: 3 clusters Score -4915730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4915749.500000 Penalty: 5027.979980
	Iteration 125Q: 3 clusters Score -4915750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4915762.000000 Penalty: 5027.979980
	Iteration 126Q: 3 clusters Score -4915762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4915777.000000 Penalty: 5027.979980
	Iteration 127Q: 3 clusters Score -4915777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4915781.500000 Penalty: 5027.979980
	Iteration 128Q: 3 clusters Score -4915782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4915797.000000 Penalty: 5027.979980
	Iteration 129Q: 3 clusters Score -4915797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4915814.500000 Penalty: 5027.979980
	Iteration 130Q: 3 clusters Score -4915814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4915816.500000 Penalty: 5027.979980
	Iteration 131Q: 3 clusters Score -4915816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4915826.000000 Penalty: 5027.979980
	Iteration 132Q: 3 clusters Score -4915826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4915835.000000 Penalty: 5027.979980
	Iteration 133Q: 3 clusters Score -4915835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4915839.000000 Penalty: 5027.979980
	Iteration 134Q: 3 clusters Score -4915839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4915844.500000 Penalty: 5027.979980
	Iteration 135Q: 3 clusters Score -4915844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4915862.500000 Penalty: 5027.979980
	Iteration 136Q: 3 clusters Score -4915862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4915876.500000 Penalty: 5027.979980
	Iteration 137Q: 3 clusters Score -4915876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4915885.000000 Penalty: 5027.979980
	Iteration 138Q: 3 clusters Score -4915885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4915890.500000 Penalty: 5027.979980
	Iteration 139Q: 3 clusters Score -4915890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4915900.000000 Penalty: 5027.979980
	Iteration 140F: 3 clusters Score -4915900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4915901.000000 Penalty: 5027.979980
	Iteration 141Q: 3 clusters Score -4915901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4915906.500000 Penalty: 5027.979980
	Iteration 142Q: 3 clusters Score -4915906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4915899.500000 Penalty: 5027.979980
	Iteration 143Q: 3 clusters Score -4915900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4915898.000000 Penalty: 5027.979980
	Iteration 144Q: 3 clusters Score -4915898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4915908.500000 Penalty: 5027.979980
	Iteration 145Q: 3 clusters Score -4915908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4915909.500000 Penalty: 5027.979980
	Iteration 146Q: 3 clusters Score -4915910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4915913.000000 Penalty: 5027.979980
	Iteration 147Q: 3 clusters Score -4915913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4915913.000000 Penalty: 5027.979980
	Iteration 148F: 3 clusters Score -4915913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91413.906250 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91413.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91590.359375 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91590.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91633.953125 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91633.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91656.921875 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91656.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91686.109375 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91686.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -91709.742188 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91709.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91713.781250 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91713.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -91713.781250 Penalty: 3099.029297
	Iteration 7F: 3 clusters Score -91713.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (30373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Entering Unmasked Estep 
Score: -5675433.000000 Penalty: 2559.684570
	Iteration 0F: 2 clusters Score -5675433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5655336.500000 Penalty: 5119.369141
	Iteration 0F: 3 clusters Score -5655336 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -5662728.500000 Penalty: 5119.369141
	Iteration 1F: 3 clusters Score -5662728 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -5663203.500000 Penalty: 5119.369141
	Iteration 2Q: 3 clusters Score -5663204 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -5663660.000000 Penalty: 5119.369141
	Iteration 3Q: 3 clusters Score -5663660 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5664162.500000 Penalty: 5119.369141
	Iteration 4Q: 3 clusters Score -5664162 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5664718.500000 Penalty: 5119.369141
	Iteration 5Q: 3 clusters Score -5664718 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5665349.500000 Penalty: 5119.369141
	Iteration 6Q: 3 clusters Score -5665350 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -5666112.500000 Penalty: 5119.369141
	Iteration 7Q: 3 clusters Score -5666112 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5666955.500000 Penalty: 5119.369141
	Iteration 8Q: 3 clusters Score -5666956 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5667886.000000 Penalty: 5119.369141
	Iteration 9Q: 3 clusters Score -5667886 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5668822.500000 Penalty: 5119.369141
	Iteration 10Q: 3 clusters Score -5668822 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -5669684.500000 Penalty: 5119.369141
	Iteration 11Q: 3 clusters Score -5669684 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5670287.500000 Penalty: 5119.369141
	Iteration 12Q: 3 clusters Score -5670288 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5670643.500000 Penalty: 5119.369141
	Iteration 13Q: 3 clusters Score -5670644 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5670857.500000 Penalty: 5119.369141
	Iteration 14Q: 3 clusters Score -5670858 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5670999.500000 Penalty: 5119.369141
	Iteration 15Q: 3 clusters Score -5671000 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5671103.000000 Penalty: 5119.369141
	Iteration 16Q: 3 clusters Score -5671103 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5671179.000000 Penalty: 5119.369141
	Iteration 17Q: 3 clusters Score -5671179 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5671251.500000 Penalty: 5119.369141
	Iteration 18Q: 3 clusters Score -5671252 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -5671337.000000 Penalty: 5119.369141
	Iteration 19Q: 3 clusters Score -5671337 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -5671401.500000 Penalty: 5119.369141
	Iteration 20F: 3 clusters Score -5671402 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5671495.500000 Penalty: 5119.369141
	Iteration 21Q: 3 clusters Score -5671496 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5671562.500000 Penalty: 5119.369141
	Iteration 22Q: 3 clusters Score -5671562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5671665.000000 Penalty: 5119.369141
	Iteration 23Q: 3 clusters Score -5671665 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -5671753.500000 Penalty: 5119.369141
	Iteration 24Q: 3 clusters Score -5671754 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -5671814.500000 Penalty: 5119.369141
	Iteration 25Q: 3 clusters Score -5671814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5671872.500000 Penalty: 5119.369141
	Iteration 26Q: 3 clusters Score -5671872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -5671925.000000 Penalty: 5119.369141
	Iteration 27Q: 3 clusters Score -5671925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5671976.500000 Penalty: 5119.369141
	Iteration 28Q: 3 clusters Score -5671976 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -5672002.500000 Penalty: 5119.369141
	Iteration 29Q: 3 clusters Score -5672002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5672046.500000 Penalty: 5119.369141
	Iteration 30Q: 3 clusters Score -5672046 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5672067.500000 Penalty: 5119.369141
	Iteration 31Q: 3 clusters Score -5672068 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5672120.000000 Penalty: 5119.369141
	Iteration 32Q: 3 clusters Score -5672120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5672133.500000 Penalty: 5119.369141
	Iteration 33Q: 3 clusters Score -5672134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5672157.000000 Penalty: 5119.369141
	Iteration 34Q: 3 clusters Score -5672157 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -5672193.500000 Penalty: 5119.369141
	Iteration 35Q: 3 clusters Score -5672194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -5672212.000000 Penalty: 5119.369141
	Iteration 36Q: 3 clusters Score -5672212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5672245.500000 Penalty: 5119.369141
	Iteration 37Q: 3 clusters Score -5672246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -5672280.500000 Penalty: 5119.369141
	Iteration 38Q: 3 clusters Score -5672280 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5672296.500000 Penalty: 5119.369141
	Iteration 39Q: 3 clusters Score -5672296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5672317.000000 Penalty: 5119.369141
	Iteration 40F: 3 clusters Score -5672317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -5672357.500000 Penalty: 5119.369141
	Iteration 41Q: 3 clusters Score -5672358 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -5672374.500000 Penalty: 5119.369141
	Iteration 42Q: 3 clusters Score -5672374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5672397.500000 Penalty: 5119.369141
	Iteration 43Q: 3 clusters Score -5672398 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5672424.500000 Penalty: 5119.369141
	Iteration 44Q: 3 clusters Score -5672424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5672442.000000 Penalty: 5119.369141
	Iteration 45Q: 3 clusters Score -5672442 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -5672461.500000 Penalty: 5119.369141
	Iteration 46Q: 3 clusters Score -5672462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -5672489.500000 Penalty: 5119.369141
	Iteration 47Q: 3 clusters Score -5672490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5672513.000000 Penalty: 5119.369141
	Iteration 48Q: 3 clusters Score -5672513 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5672535.000000 Penalty: 5119.369141
	Iteration 49Q: 3 clusters Score -5672535 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -5672559.000000 Penalty: 5119.369141
	Iteration 50Q: 3 clusters Score -5672559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5672580.000000 Penalty: 5119.369141
	Iteration 51Q: 3 clusters Score -5672580 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5672600.500000 Penalty: 5119.369141
	Iteration 52Q: 3 clusters Score -5672600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5672643.500000 Penalty: 5119.369141
	Iteration 53Q: 3 clusters Score -5672644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5672693.000000 Penalty: 5119.369141
	Iteration 54Q: 3 clusters Score -5672693 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -5672745.500000 Penalty: 5119.369141
	Iteration 55Q: 3 clusters Score -5672746 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5672783.500000 Penalty: 5119.369141
	Iteration 56Q: 3 clusters Score -5672784 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -5672826.500000 Penalty: 5119.369141
	Iteration 57Q: 3 clusters Score -5672826 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -5672878.000000 Penalty: 5119.369141
	Iteration 58Q: 3 clusters Score -5672878 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -5672934.000000 Penalty: 5119.369141
	Iteration 59Q: 3 clusters Score -5672934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5672972.000000 Penalty: 5119.369141
	Iteration 60F: 3 clusters Score -5672972 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -5673044.000000 Penalty: 5119.369141
	Iteration 61Q: 3 clusters Score -5673044 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5673082.500000 Penalty: 5119.369141
	Iteration 62Q: 3 clusters Score -5673082 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -5673109.500000 Penalty: 5119.369141
	Iteration 63Q: 3 clusters Score -5673110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5673157.000000 Penalty: 5119.369141
	Iteration 64Q: 3 clusters Score -5673157 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5673184.000000 Penalty: 5119.369141
	Iteration 65Q: 3 clusters Score -5673184 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5673239.500000 Penalty: 5119.369141
	Iteration 66Q: 3 clusters Score -5673240 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5673269.000000 Penalty: 5119.369141
	Iteration 67Q: 3 clusters Score -5673269 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5673281.500000 Penalty: 5119.369141
	Iteration 68Q: 3 clusters Score -5673282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -5673304.000000 Penalty: 5119.369141
	Iteration 69Q: 3 clusters Score -5673304 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -5673300.000000 Penalty: 5119.369141
	Iteration 70Q: 3 clusters Score -5673300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5673320.500000 Penalty: 5119.369141
	Iteration 71Q: 3 clusters Score -5673320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -5673338.500000 Penalty: 5119.369141
	Iteration 72Q: 3 clusters Score -5673338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5673363.000000 Penalty: 5119.369141
	Iteration 73Q: 3 clusters Score -5673363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -5673357.500000 Penalty: 5119.369141
	Iteration 74Q: 3 clusters Score -5673358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -5673372.000000 Penalty: 5119.369141
	Iteration 75Q: 3 clusters Score -5673372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5673401.500000 Penalty: 5119.369141
	Iteration 76Q: 3 clusters Score -5673402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5673413.000000 Penalty: 5119.369141
	Iteration 77Q: 3 clusters Score -5673413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5673421.000000 Penalty: 5119.369141
	Iteration 78Q: 3 clusters Score -5673421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -5673427.500000 Penalty: 5119.369141
	Iteration 79Q: 3 clusters Score -5673428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -5673428.500000 Penalty: 5119.369141
	Iteration 80F: 3 clusters Score -5673428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -5673434.000000 Penalty: 5119.369141
	Iteration 81Q: 3 clusters Score -5673434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5673437.500000 Penalty: 5119.369141
	Iteration 82Q: 3 clusters Score -5673438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5673443.000000 Penalty: 5119.369141
	Iteration 83Q: 3 clusters Score -5673443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -5673441.500000 Penalty: 5119.369141
	Iteration 84Q: 3 clusters Score -5673442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -5673441.500000 Penalty: 5119.369141
	Iteration 85Q: 3 clusters Score -5673442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5673452.000000 Penalty: 5119.369141
	Iteration 86Q: 3 clusters Score -5673452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5673449.500000 Penalty: 5119.369141
	Iteration 87Q: 3 clusters Score -5673450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5673453.000000 Penalty: 5119.369141
	Iteration 88Q: 3 clusters Score -5673453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -5673447.500000 Penalty: 5119.369141
	Iteration 89Q: 3 clusters Score -5673448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5673450.000000 Penalty: 5119.369141
	Iteration 90Q: 3 clusters Score -5673450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5673443.000000 Penalty: 5119.369141
	Iteration 91Q: 3 clusters Score -5673443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -5673444.500000 Penalty: 5119.369141
	Iteration 92Q: 3 clusters Score -5673444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -5673447.000000 Penalty: 5119.369141
	Iteration 93Q: 3 clusters Score -5673447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5673439.500000 Penalty: 5119.369141
	Iteration 94Q: 3 clusters Score -5673440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -5673437.500000 Penalty: 5119.369141
	Iteration 95Q: 3 clusters Score -5673438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -5673438.000000 Penalty: 5119.369141
	Iteration 96Q: 3 clusters Score -5673438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5673446.000000 Penalty: 5119.369141
	Iteration 97Q: 3 clusters Score -5673446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5673446.500000 Penalty: 5119.369141
	Iteration 98Q: 3 clusters Score -5673446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5673457.000000 Penalty: 5119.369141
	Iteration 99Q: 3 clusters Score -5673457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -5673452.500000 Penalty: 5119.369141
	Iteration 100F: 3 clusters Score -5673452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -5673458.000000 Penalty: 5119.369141
	Iteration 101Q: 3 clusters Score -5673458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5673450.000000 Penalty: 5119.369141
	Iteration 102Q: 3 clusters Score -5673450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5673450.500000 Penalty: 5119.369141
	Iteration 103Q: 3 clusters Score -5673450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5673450.500000 Penalty: 5119.369141
	Iteration 104F: 3 clusters Score -5673450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -220935.390625 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -220935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -218879.687500 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -218879.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -219160.125000 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -219160.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -219245.234375 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -219245.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -219292.562500 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -219292.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -219325.718750 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -219325.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -219356.062500 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -219356.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -219372.562500 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -219372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -219389.375000 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -219389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -219412.156250 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -219412.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -219457.468750 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -219457.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -219535.593750 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -219535.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -219609.312500 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -219609.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -219682.312500 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -219682.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -219735.359375 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -219735.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -219773.625000 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -219773.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -219815.843750 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -219815.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -219852.250000 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -219852.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -219882.937500 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -219882.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -219894.843750 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -219894.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -219908.437500 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -219908.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -219916.281250 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -219916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -219922.421875 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -219922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -219926.671875 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -219926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -219934.156250 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -219934.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -219937.812500 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -219937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -219940.812500 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -219940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -219944.515625 Penalty: 3484.666992
	Iteration 26Q: 3 clusters Score -219944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -219951.296875 Penalty: 3484.666992
	Iteration 27Q: 3 clusters Score -219951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -219957.750000 Penalty: 3484.666992
	Iteration 28Q: 3 clusters Score -219957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -219962.265625 Penalty: 3484.666992
	Iteration 29Q: 3 clusters Score -219962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -219966.625000 Penalty: 3484.666992
	Iteration 30Q: 3 clusters Score -219966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -219971.937500 Penalty: 3484.666992
	Iteration 31Q: 3 clusters Score -219971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -219974.296875 Penalty: 3484.666992
	Iteration 32Q: 3 clusters Score -219974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -219976.656250 Penalty: 3484.666992
	Iteration 33Q: 3 clusters Score -219976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -219978.406250 Penalty: 3484.666992
	Iteration 34Q: 3 clusters Score -219978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -219981.187500 Penalty: 3484.666992
	Iteration 35Q: 3 clusters Score -219981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -219991.750000 Penalty: 3484.666992
	Iteration 36Q: 3 clusters Score -219991.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -219996.781250 Penalty: 3484.666992
	Iteration 37Q: 3 clusters Score -219996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -219999.671875 Penalty: 3484.666992
	Iteration 38Q: 3 clusters Score -219999.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -220001.812500 Penalty: 3484.666992
	Iteration 39Q: 3 clusters Score -220001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -220004.484375 Penalty: 3484.666992
	Iteration 40F: 3 clusters Score -220004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -220008.343750 Penalty: 3484.666992
	Iteration 41Q: 3 clusters Score -220008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220009.375000 Penalty: 3484.666992
	Iteration 42Q: 3 clusters Score -220009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220011.125000 Penalty: 3484.666992
	Iteration 43Q: 3 clusters Score -220011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -220012.390625 Penalty: 3484.666992
	Iteration 44Q: 3 clusters Score -220012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -220013.062500 Penalty: 3484.666992
	Iteration 45Q: 3 clusters Score -220013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -220016.140625 Penalty: 3484.666992
	Iteration 46Q: 3 clusters Score -220016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -220021.125000 Penalty: 3484.666992
	Iteration 47Q: 3 clusters Score -220021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -220026.562500 Penalty: 3484.666992
	Iteration 48Q: 3 clusters Score -220026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -220027.671875 Penalty: 3484.666992
	Iteration 49Q: 3 clusters Score -220027.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -220027.671875 Penalty: 3484.666992
	Iteration 50F: 3 clusters Score -220027.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Entering Unmasked Estep 
Score: -1474215.750000 Penalty: 2223.054199
	Iteration 0F: 2 clusters Score -1474216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1467917.625000 Penalty: 4446.108398
	Iteration 0F: 3 clusters Score -1467918 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1469539.750000 Penalty: 4446.108398
	Iteration 1F: 3 clusters Score -1469540 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1469766.875000 Penalty: 4446.108398
	Iteration 2F: 3 clusters Score -1469767 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1469905.500000 Penalty: 4446.108398
	Iteration 3Q: 3 clusters Score -1469906 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1469984.000000 Penalty: 4446.108398
	Iteration 4Q: 3 clusters Score -1469984 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1470043.250000 Penalty: 4446.108398
	Iteration 5Q: 3 clusters Score -1470043 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1470085.500000 Penalty: 4446.108398
	Iteration 6Q: 3 clusters Score -1470086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1470121.625000 Penalty: 4446.108398
	Iteration 7Q: 3 clusters Score -1470122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1470151.500000 Penalty: 4446.108398
	Iteration 8Q: 3 clusters Score -1470152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1470176.625000 Penalty: 4446.108398
	Iteration 9Q: 3 clusters Score -1470177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1470198.375000 Penalty: 4446.108398
	Iteration 10Q: 3 clusters Score -1470198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1470218.875000 Penalty: 4446.108398
	Iteration 11Q: 3 clusters Score -1470219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1470232.375000 Penalty: 4446.108398
	Iteration 12Q: 3 clusters Score -1470232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1470243.625000 Penalty: 4446.108398
	Iteration 13Q: 3 clusters Score -1470244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1470259.250000 Penalty: 4446.108398
	Iteration 14Q: 3 clusters Score -1470259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1470267.125000 Penalty: 4446.108398
	Iteration 15Q: 3 clusters Score -1470267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1470275.250000 Penalty: 4446.108398
	Iteration 16Q: 3 clusters Score -1470275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1470284.125000 Penalty: 4446.108398
	Iteration 17Q: 3 clusters Score -1470284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1470291.750000 Penalty: 4446.108398
	Iteration 18Q: 3 clusters Score -1470292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1470301.875000 Penalty: 4446.108398
	Iteration 19Q: 3 clusters Score -1470302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1470313.625000 Penalty: 4446.108398
	Iteration 20F: 3 clusters Score -1470314 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1470328.375000 Penalty: 4446.108398
	Iteration 21Q: 3 clusters Score -1470328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1470338.250000 Penalty: 4446.108398
	Iteration 22Q: 3 clusters Score -1470338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1470345.500000 Penalty: 4446.108398
	Iteration 23Q: 3 clusters Score -1470346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1470357.875000 Penalty: 4446.108398
	Iteration 24Q: 3 clusters Score -1470358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1470371.750000 Penalty: 4446.108398
	Iteration 25Q: 3 clusters Score -1470372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1470393.625000 Penalty: 4446.108398
	Iteration 26Q: 3 clusters Score -1470394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1470412.000000 Penalty: 4446.108398
	Iteration 27Q: 3 clusters Score -1470412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1470438.625000 Penalty: 4446.108398
	Iteration 28Q: 3 clusters Score -1470439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1470458.625000 Penalty: 4446.108398
	Iteration 29Q: 3 clusters Score -1470459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1470477.375000 Penalty: 4446.108398
	Iteration 30Q: 3 clusters Score -1470477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1470498.625000 Penalty: 4446.108398
	Iteration 31Q: 3 clusters Score -1470499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1470524.625000 Penalty: 4446.108398
	Iteration 32Q: 3 clusters Score -1470525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1470565.750000 Penalty: 4446.108398
	Iteration 33Q: 3 clusters Score -1470566 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1470612.000000 Penalty: 4446.108398
	Iteration 34Q: 3 clusters Score -1470612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1470667.875000 Penalty: 4446.108398
	Iteration 35Q: 3 clusters Score -1470668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1470743.250000 Penalty: 4446.108398
	Iteration 36Q: 3 clusters Score -1470743 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1470825.250000 Penalty: 4446.108398
	Iteration 37Q: 3 clusters Score -1470825 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1470920.500000 Penalty: 4446.108398
	Iteration 38Q: 3 clusters Score -1470920 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1471034.875000 Penalty: 4446.108398
	Iteration 39Q: 3 clusters Score -1471035 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1471165.125000 Penalty: 4446.108398
	Iteration 40F: 3 clusters Score -1471165 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1471319.000000 Penalty: 4446.108398
	Iteration 41Q: 3 clusters Score -1471319 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1471469.000000 Penalty: 4446.108398
	Iteration 42Q: 3 clusters Score -1471469 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1471608.250000 Penalty: 4446.108398
	Iteration 43Q: 3 clusters Score -1471608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1471728.000000 Penalty: 4446.108398
	Iteration 44Q: 3 clusters Score -1471728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1471840.125000 Penalty: 4446.108398
	Iteration 45Q: 3 clusters Score -1471840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1471942.625000 Penalty: 4446.108398
	Iteration 46Q: 3 clusters Score -1471943 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1472019.375000 Penalty: 4446.108398
	Iteration 47Q: 3 clusters Score -1472019 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1472082.750000 Penalty: 4446.108398
	Iteration 48Q: 3 clusters Score -1472083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1472123.375000 Penalty: 4446.108398
	Iteration 49Q: 3 clusters Score -1472123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1472154.375000 Penalty: 4446.108398
	Iteration 50Q: 3 clusters Score -1472154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1472181.500000 Penalty: 4446.108398
	Iteration 51Q: 3 clusters Score -1472182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1472205.625000 Penalty: 4446.108398
	Iteration 52Q: 3 clusters Score -1472206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1472217.875000 Penalty: 4446.108398
	Iteration 53Q: 3 clusters Score -1472218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1472230.500000 Penalty: 4446.108398
	Iteration 54Q: 3 clusters Score -1472230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1472240.500000 Penalty: 4446.108398
	Iteration 55Q: 3 clusters Score -1472240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1472253.125000 Penalty: 4446.108398
	Iteration 56Q: 3 clusters Score -1472253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1472259.250000 Penalty: 4446.108398
	Iteration 57Q: 3 clusters Score -1472259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1472261.750000 Penalty: 4446.108398
	Iteration 58Q: 3 clusters Score -1472262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1472264.625000 Penalty: 4446.108398
	Iteration 59Q: 3 clusters Score -1472265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1472272.000000 Penalty: 4446.108398
	Iteration 60F: 3 clusters Score -1472272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1472277.000000 Penalty: 4446.108398
	Iteration 61Q: 3 clusters Score -1472277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1472276.625000 Penalty: 4446.108398
	Iteration 62Q: 3 clusters Score -1472277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1472278.750000 Penalty: 4446.108398
	Iteration 63Q: 3 clusters Score -1472279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1472278.750000 Penalty: 4446.108398
	Iteration 64F: 3 clusters Score -1472279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Entering Unmasked Estep 
Score: -5250265.500000 Penalty: 2530.380615
	Iteration 0F: 2 clusters Score -5250266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5232353.500000 Penalty: 5060.761230
	Iteration 0F: 3 clusters Score -5232354 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -5238700.000000 Penalty: 5060.761230
	Iteration 1F: 3 clusters Score -5238700 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -5239093.500000 Penalty: 5060.761230
	Iteration 2Q: 3 clusters Score -5239094 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -5239368.500000 Penalty: 5060.761230
	Iteration 3Q: 3 clusters Score -5239368 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5239610.500000 Penalty: 5060.761230
	Iteration 4Q: 3 clusters Score -5239610 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5239778.500000 Penalty: 5060.761230
	Iteration 5Q: 3 clusters Score -5239778 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5239979.500000 Penalty: 5060.761230
	Iteration 6Q: 3 clusters Score -5239980 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -5240094.500000 Penalty: 5060.761230
	Iteration 7Q: 3 clusters Score -5240094 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5240227.500000 Penalty: 5060.761230
	Iteration 8Q: 3 clusters Score -5240228 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -5240327.000000 Penalty: 5060.761230
	Iteration 9Q: 3 clusters Score -5240327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5240455.500000 Penalty: 5060.761230
	Iteration 10Q: 3 clusters Score -5240456 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5240565.000000 Penalty: 5060.761230
	Iteration 11Q: 3 clusters Score -5240565 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5240690.000000 Penalty: 5060.761230
	Iteration 12Q: 3 clusters Score -5240690 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -5240842.000000 Penalty: 5060.761230
	Iteration 13Q: 3 clusters Score -5240842 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5241063.500000 Penalty: 5060.761230
	Iteration 14Q: 3 clusters Score -5241064 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -5241353.500000 Penalty: 5060.761230
	Iteration 15Q: 3 clusters Score -5241354 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5241746.500000 Penalty: 5060.761230
	Iteration 16Q: 3 clusters Score -5241746 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -5242297.000000 Penalty: 5060.761230
	Iteration 17Q: 3 clusters Score -5242297 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5242974.000000 Penalty: 5060.761230
	Iteration 18Q: 3 clusters Score -5242974 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -5243760.000000 Penalty: 5060.761230
	Iteration 19Q: 3 clusters Score -5243760 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5244488.500000 Penalty: 5060.761230
	Iteration 20F: 3 clusters Score -5244488 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5245187.500000 Penalty: 5060.761230
	Iteration 21Q: 3 clusters Score -5245188 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -5245824.000000 Penalty: 5060.761230
	Iteration 22Q: 3 clusters Score -5245824 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -5246315.500000 Penalty: 5060.761230
	Iteration 23Q: 3 clusters Score -5246316 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5246739.000000 Penalty: 5060.761230
	Iteration 24Q: 3 clusters Score -5246739 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5247124.000000 Penalty: 5060.761230
	Iteration 25Q: 3 clusters Score -5247124 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5247434.500000 Penalty: 5060.761230
	Iteration 26Q: 3 clusters Score -5247434 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5247636.000000 Penalty: 5060.761230
	Iteration 27Q: 3 clusters Score -5247636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -5247776.500000 Penalty: 5060.761230
	Iteration 28Q: 3 clusters Score -5247776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5247862.500000 Penalty: 5060.761230
	Iteration 29Q: 3 clusters Score -5247862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5247939.000000 Penalty: 5060.761230
	Iteration 30Q: 3 clusters Score -5247939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -5247965.000000 Penalty: 5060.761230
	Iteration 31Q: 3 clusters Score -5247965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -5247987.000000 Penalty: 5060.761230
	Iteration 32Q: 3 clusters Score -5247987 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -5247999.000000 Penalty: 5060.761230
	Iteration 33Q: 3 clusters Score -5247999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5248014.000000 Penalty: 5060.761230
	Iteration 34Q: 3 clusters Score -5248014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5248025.500000 Penalty: 5060.761230
	Iteration 35Q: 3 clusters Score -5248026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5248035.500000 Penalty: 5060.761230
	Iteration 36Q: 3 clusters Score -5248036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5248030.500000 Penalty: 5060.761230
	Iteration 37Q: 3 clusters Score -5248030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5248037.500000 Penalty: 5060.761230
	Iteration 38Q: 3 clusters Score -5248038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5248045.000000 Penalty: 5060.761230
	Iteration 39Q: 3 clusters Score -5248045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -5248057.500000 Penalty: 5060.761230
	Iteration 40F: 3 clusters Score -5248058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5248065.500000 Penalty: 5060.761230
	Iteration 41Q: 3 clusters Score -5248066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5248065.000000 Penalty: 5060.761230
	Iteration 42Q: 3 clusters Score -5248065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5248068.500000 Penalty: 5060.761230
	Iteration 43Q: 3 clusters Score -5248068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5248074.000000 Penalty: 5060.761230
	Iteration 44Q: 3 clusters Score -5248074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -5248074.000000 Penalty: 5060.761230
	Iteration 45F: 3 clusters Score -5248074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -22955.519531 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -22955.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22035.722656 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -22035.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22184.171875 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -22184.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22201.806641 Penalty: 2547.355957
	Iteration 2Q: 3 clusters Score -22201.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22204.341797 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -22204.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22207.140625 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -22207.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22207.140625 Penalty: 2547.355957
	Iteration 5F: 3 clusters Score -22207.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (17391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Entering Unmasked Estep 
Score: -3398699.750000 Penalty: 2421.399658
	Iteration 0F: 2 clusters Score -3398700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3386458.750000 Penalty: 4842.799316
	Iteration 0F: 3 clusters Score -3386459 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3390468.000000 Penalty: 4842.799316
	Iteration 1F: 3 clusters Score -3390468 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3390813.500000 Penalty: 4842.799316
	Iteration 2F: 3 clusters Score -3390814 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3391071.750000 Penalty: 4842.799316
	Iteration 3Q: 3 clusters Score -3391072 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3391278.000000 Penalty: 4842.799316
	Iteration 4Q: 3 clusters Score -3391278 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3391477.500000 Penalty: 4842.799316
	Iteration 5Q: 3 clusters Score -3391478 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3391672.500000 Penalty: 4842.799316
	Iteration 6Q: 3 clusters Score -3391672 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -3391891.500000 Penalty: 4842.799316
	Iteration 7Q: 3 clusters Score -3391892 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3392153.000000 Penalty: 4842.799316
	Iteration 8Q: 3 clusters Score -3392153 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3392450.000000 Penalty: 4842.799316
	Iteration 9Q: 3 clusters Score -3392450 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -3392836.750000 Penalty: 4842.799316
	Iteration 10Q: 3 clusters Score -3392837 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3393378.500000 Penalty: 4842.799316
	Iteration 11Q: 3 clusters Score -3393378 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3394021.750000 Penalty: 4842.799316
	Iteration 12Q: 3 clusters Score -3394022 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3394719.000000 Penalty: 4842.799316
	Iteration 13Q: 3 clusters Score -3394719 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3395330.000000 Penalty: 4842.799316
	Iteration 14Q: 3 clusters Score -3395330 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3395793.000000 Penalty: 4842.799316
	Iteration 15Q: 3 clusters Score -3395793 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3396094.000000 Penalty: 4842.799316
	Iteration 16Q: 3 clusters Score -3396094 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3396283.500000 Penalty: 4842.799316
	Iteration 17Q: 3 clusters Score -3396284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3396401.000000 Penalty: 4842.799316
	Iteration 18Q: 3 clusters Score -3396401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3396481.250000 Penalty: 4842.799316
	Iteration 19Q: 3 clusters Score -3396481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3396528.000000 Penalty: 4842.799316
	Iteration 20F: 3 clusters Score -3396528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3396556.250000 Penalty: 4842.799316
	Iteration 21Q: 3 clusters Score -3396556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3396570.750000 Penalty: 4842.799316
	Iteration 22Q: 3 clusters Score -3396571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -3396584.250000 Penalty: 4842.799316
	Iteration 23Q: 3 clusters Score -3396584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3396594.500000 Penalty: 4842.799316
	Iteration 24Q: 3 clusters Score -3396594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3396603.000000 Penalty: 4842.799316
	Iteration 25Q: 3 clusters Score -3396603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -3396612.750000 Penalty: 4842.799316
	Iteration 26Q: 3 clusters Score -3396613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3396616.250000 Penalty: 4842.799316
	Iteration 27Q: 3 clusters Score -3396616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3396622.750000 Penalty: 4842.799316
	Iteration 28Q: 3 clusters Score -3396623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3396632.750000 Penalty: 4842.799316
	Iteration 29Q: 3 clusters Score -3396633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -3396639.000000 Penalty: 4842.799316
	Iteration 30Q: 3 clusters Score -3396639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3396646.250000 Penalty: 4842.799316
	Iteration 31Q: 3 clusters Score -3396646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3396644.000000 Penalty: 4842.799316
	Iteration 32Q: 3 clusters Score -3396644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3396647.750000 Penalty: 4842.799316
	Iteration 33Q: 3 clusters Score -3396648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3396646.500000 Penalty: 4842.799316
	Iteration 34Q: 3 clusters Score -3396646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3396646.500000 Penalty: 4842.799316
	Iteration 35F: 3 clusters Score -3396646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180724.812500 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180724.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181014.140625 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181014.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -181115.375000 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181115.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181166.453125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181166.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -181201.875000 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181201.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -181239.375000 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181239.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -181272.875000 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -181297.031250 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -181337.437500 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -181382.968750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -181415.390625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181452.734375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181491.281250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181491.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181525.812500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181525.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -181569.125000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181569.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -181604.593750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181604.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -181684.468750 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181684.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -181769.671875 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -181769.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181884.671875 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -181884.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182014.062500 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -182014.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -182212.875000 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -182212.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -182363.593750 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -182363.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182517.421875 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -182517.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -182641.640625 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -182641.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -182768.062500 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -182768.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -182846.843750 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -182846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -182866.062500 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -182866.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -182877.281250 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -182877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -182883.421875 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -182883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -182889.078125 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -182889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -182893.437500 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -182893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -182899.609375 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -182899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -182901.781250 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -182901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182904.281250 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -182904.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -182907.203125 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -182907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182909.734375 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -182909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182909.734375 Penalty: 3438.010010
	Iteration 36F: 3 clusters Score -182909.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27452 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27077 members 
Mstep: Class 5 contains 25237 members 
Mstep: Class 6 contains 8031 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25492 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25972 members 
Mstep: Class 12 contains 17736 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 26529 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 11104 members 
Mstep: Class 18 contains 26705 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27637 members 
Mstep: Class 21 contains 37095 members 
Mstep: Class 22 contains 42347 members 
Mstep: Class 23 contains 27701 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45643 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23982 members 
Mstep: Class 29 contains 21334 members 
Mstep: Class 30 contains 22426 members 
Mstep: Class 31 contains 29022 members 
Mstep: Class 32 contains 9692 members 
Mstep: Class 33 contains 25262 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30373 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7816 members 
Mstep: Class 38 contains 26988 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17391 members 
Mstep: Class 41 contains 462 members 
Mstep: Class 42 contains 20682 members 
Mstep: Class 43 contains 21407 members 
Mstep: Class 44 contains 20470 members 
Mstep: Class 45 contains 4041 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23400 members 
Mstep: Class 48 contains 19413 members 
Mstep: Class 49 contains 9632 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18059 members 
Mstep: Class 53 contains 21747 members 
Mstep: Class 54 contains 16675 members 
Mstep: Class 55 contains 18648 members 
Mstep: Class 56 contains 562 members 
Entering Unmasked Estep 
Score: -177456208.000000 Penalty: 190777.390625
Splitting cluster 41 changes total score from -177458096.000000 to -177456208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (20682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Entering Unmasked Estep 
Score: -4264097.500000 Penalty: 2464.380859
	Iteration 0F: 2 clusters Score -4264098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -4251482.000000 Penalty: 4928.761719
	Iteration 0F: 3 clusters Score -4251482 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4256316.500000 Penalty: 4928.761719
	Iteration 1F: 3 clusters Score -4256316 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4256698.500000 Penalty: 4928.761719
	Iteration 2F: 3 clusters Score -4256698 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4257004.000000 Penalty: 4928.761719
	Iteration 3Q: 3 clusters Score -4257004 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4257244.500000 Penalty: 4928.761719
	Iteration 4Q: 3 clusters Score -4257244 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -4257535.500000 Penalty: 4928.761719
	Iteration 5Q: 3 clusters Score -4257536 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4257770.500000 Penalty: 4928.761719
	Iteration 6Q: 3 clusters Score -4257770 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4258108.500000 Penalty: 4928.761719
	Iteration 7Q: 3 clusters Score -4258108 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -4258485.000000 Penalty: 4928.761719
	Iteration 8Q: 3 clusters Score -4258485 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4259130.000000 Penalty: 4928.761719
	Iteration 9Q: 3 clusters Score -4259130 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -4259947.500000 Penalty: 4928.761719
	Iteration 10F: 3 clusters Score -4259948 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4260891.500000 Penalty: 4928.761719
	Iteration 11F: 3 clusters Score -4260892 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -4261579.000000 Penalty: 4928.761719
	Iteration 12F: 3 clusters Score -4261579 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4261885.500000 Penalty: 4928.761719
	Iteration 13Q: 3 clusters Score -4261886 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -4262203.500000 Penalty: 4928.761719
	Iteration 14Q: 3 clusters Score -4262204 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -4262389.500000 Penalty: 4928.761719
	Iteration 15Q: 3 clusters Score -4262390 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4262614.500000 Penalty: 4928.761719
	Iteration 16Q: 3 clusters Score -4262614 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4262712.000000 Penalty: 4928.761719
	Iteration 17Q: 3 clusters Score -4262712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4262809.000000 Penalty: 4928.761719
	Iteration 18Q: 3 clusters Score -4262809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4262883.000000 Penalty: 4928.761719
	Iteration 19Q: 3 clusters Score -4262883 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4262990.500000 Penalty: 4928.761719
	Iteration 20F: 3 clusters Score -4262990 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4263029.000000 Penalty: 4928.761719
	Iteration 21Q: 3 clusters Score -4263029 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4263059.500000 Penalty: 4928.761719
	Iteration 22Q: 3 clusters Score -4263060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4263090.500000 Penalty: 4928.761719
	Iteration 23Q: 3 clusters Score -4263090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4263170.500000 Penalty: 4928.761719
	Iteration 24Q: 3 clusters Score -4263170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4263162.500000 Penalty: 4928.761719
	Iteration 25Q: 3 clusters Score -4263162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -4263209.000000 Penalty: 4928.761719
	Iteration 26Q: 3 clusters Score -4263209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4263254.500000 Penalty: 4928.761719
	Iteration 27Q: 3 clusters Score -4263254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -4263292.000000 Penalty: 4928.761719
	Iteration 28Q: 3 clusters Score -4263292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4263320.500000 Penalty: 4928.761719
	Iteration 29Q: 3 clusters Score -4263320 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4263317.500000 Penalty: 4928.761719
	Iteration 30Q: 3 clusters Score -4263318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4263336.000000 Penalty: 4928.761719
	Iteration 31Q: 3 clusters Score -4263336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -4263336.500000 Penalty: 4928.761719
	Iteration 32Q: 3 clusters Score -4263336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -4263346.500000 Penalty: 4928.761719
	Iteration 33Q: 3 clusters Score -4263346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4263365.500000 Penalty: 4928.761719
	Iteration 34Q: 3 clusters Score -4263366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4263385.000000 Penalty: 4928.761719
	Iteration 35Q: 3 clusters Score -4263385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4263389.000000 Penalty: 4928.761719
	Iteration 36Q: 3 clusters Score -4263389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4263393.000000 Penalty: 4928.761719
	Iteration 37Q: 3 clusters Score -4263393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -4263402.500000 Penalty: 4928.761719
	Iteration 38Q: 3 clusters Score -4263402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4263395.500000 Penalty: 4928.761719
	Iteration 39Q: 3 clusters Score -4263396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -4263415.000000 Penalty: 4928.761719
	Iteration 40F: 3 clusters Score -4263415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4263412.000000 Penalty: 4928.761719
	Iteration 41Q: 3 clusters Score -4263412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4263396.000000 Penalty: 4928.761719
	Iteration 42Q: 3 clusters Score -4263396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4263383.000000 Penalty: 4928.761719
	Iteration 43Q: 3 clusters Score -4263383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4263397.500000 Penalty: 4928.761719
	Iteration 44Q: 3 clusters Score -4263398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4263409.500000 Penalty: 4928.761719
	Iteration 45Q: 3 clusters Score -4263410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -4263416.000000 Penalty: 4928.761719
	Iteration 46Q: 3 clusters Score -4263416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -4263429.500000 Penalty: 4928.761719
	Iteration 47Q: 3 clusters Score -4263430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4263451.500000 Penalty: 4928.761719
	Iteration 48Q: 3 clusters Score -4263452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4263470.500000 Penalty: 4928.761719
	Iteration 49Q: 3 clusters Score -4263470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -4263473.500000 Penalty: 4928.761719
	Iteration 50Q: 3 clusters Score -4263474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4263491.000000 Penalty: 4928.761719
	Iteration 51Q: 3 clusters Score -4263491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4263503.000000 Penalty: 4928.761719
	Iteration 52Q: 3 clusters Score -4263503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4263509.000000 Penalty: 4928.761719
	Iteration 53Q: 3 clusters Score -4263509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4263513.500000 Penalty: 4928.761719
	Iteration 54Q: 3 clusters Score -4263514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4263513.500000 Penalty: 4928.761719
	Iteration 55F: 3 clusters Score -4263514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Entering Unmasked Estep 
Score: -4385894.000000 Penalty: 2472.925537
	Iteration 0F: 2 clusters Score -4385894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4372666.500000 Penalty: 4945.851074
	Iteration 0F: 3 clusters Score -4372666 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4377875.000000 Penalty: 4945.851074
	Iteration 1F: 3 clusters Score -4377875 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4378320.500000 Penalty: 4945.851074
	Iteration 2F: 3 clusters Score -4378320 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4378836.000000 Penalty: 4945.851074
	Iteration 3Q: 3 clusters Score -4378836 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4379349.000000 Penalty: 4945.851074
	Iteration 4Q: 3 clusters Score -4379349 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -4379952.000000 Penalty: 4945.851074
	Iteration 5Q: 3 clusters Score -4379952 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4380627.500000 Penalty: 4945.851074
	Iteration 6Q: 3 clusters Score -4380628 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4381434.000000 Penalty: 4945.851074
	Iteration 7F: 3 clusters Score -4381434 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4382342.000000 Penalty: 4945.851074
	Iteration 8F: 3 clusters Score -4382342 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -4383178.500000 Penalty: 4945.851074
	Iteration 9F: 3 clusters Score -4383178 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4383778.500000 Penalty: 4945.851074
	Iteration 10Q: 3 clusters Score -4383778 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4384120.500000 Penalty: 4945.851074
	Iteration 11Q: 3 clusters Score -4384120 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4384344.000000 Penalty: 4945.851074
	Iteration 12Q: 3 clusters Score -4384344 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4384516.500000 Penalty: 4945.851074
	Iteration 13Q: 3 clusters Score -4384516 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -4384695.000000 Penalty: 4945.851074
	Iteration 14Q: 3 clusters Score -4384695 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4384842.000000 Penalty: 4945.851074
	Iteration 15Q: 3 clusters Score -4384842 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4384942.000000 Penalty: 4945.851074
	Iteration 16Q: 3 clusters Score -4384942 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4385013.500000 Penalty: 4945.851074
	Iteration 17Q: 3 clusters Score -4385014 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4385078.500000 Penalty: 4945.851074
	Iteration 18Q: 3 clusters Score -4385078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4385117.000000 Penalty: 4945.851074
	Iteration 19Q: 3 clusters Score -4385117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -4385145.500000 Penalty: 4945.851074
	Iteration 20F: 3 clusters Score -4385146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4385163.500000 Penalty: 4945.851074
	Iteration 21Q: 3 clusters Score -4385164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4385179.000000 Penalty: 4945.851074
	Iteration 22Q: 3 clusters Score -4385179 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -4385183.500000 Penalty: 4945.851074
	Iteration 23Q: 3 clusters Score -4385184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4385182.000000 Penalty: 4945.851074
	Iteration 24Q: 3 clusters Score -4385182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4385187.500000 Penalty: 4945.851074
	Iteration 25Q: 3 clusters Score -4385188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4385182.000000 Penalty: 4945.851074
	Iteration 26Q: 3 clusters Score -4385182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4385177.000000 Penalty: 4945.851074
	Iteration 27Q: 3 clusters Score -4385177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4385192.000000 Penalty: 4945.851074
	Iteration 28Q: 3 clusters Score -4385192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4385199.000000 Penalty: 4945.851074
	Iteration 29Q: 3 clusters Score -4385199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4385206.500000 Penalty: 4945.851074
	Iteration 30Q: 3 clusters Score -4385206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4385203.500000 Penalty: 4945.851074
	Iteration 31Q: 3 clusters Score -4385204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4385184.500000 Penalty: 4945.851074
	Iteration 32Q: 3 clusters Score -4385184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -4385179.500000 Penalty: 4945.851074
	Iteration 33Q: 3 clusters Score -4385180 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -4385172.500000 Penalty: 4945.851074
	Iteration 34Q: 3 clusters Score -4385172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4385173.500000 Penalty: 4945.851074
	Iteration 35Q: 3 clusters Score -4385174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4385163.500000 Penalty: 4945.851074
	Iteration 36Q: 3 clusters Score -4385164 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4385165.500000 Penalty: 4945.851074
	Iteration 37Q: 3 clusters Score -4385166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4385158.500000 Penalty: 4945.851074
	Iteration 38Q: 3 clusters Score -4385158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -4385162.000000 Penalty: 4945.851074
	Iteration 39Q: 3 clusters Score -4385162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4385170.500000 Penalty: 4945.851074
	Iteration 40F: 3 clusters Score -4385170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -4385157.500000 Penalty: 4945.851074
	Iteration 41Q: 3 clusters Score -4385158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4385148.000000 Penalty: 4945.851074
	Iteration 42Q: 3 clusters Score -4385148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4385157.500000 Penalty: 4945.851074
	Iteration 43Q: 3 clusters Score -4385158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -4385151.500000 Penalty: 4945.851074
	Iteration 44Q: 3 clusters Score -4385152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4385156.500000 Penalty: 4945.851074
	Iteration 45Q: 3 clusters Score -4385156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -4385165.000000 Penalty: 4945.851074
	Iteration 46Q: 3 clusters Score -4385165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -4385149.500000 Penalty: 4945.851074
	Iteration 47Q: 3 clusters Score -4385150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4385159.000000 Penalty: 4945.851074
	Iteration 48Q: 3 clusters Score -4385159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -4385149.000000 Penalty: 4945.851074
	Iteration 49Q: 3 clusters Score -4385149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4385150.500000 Penalty: 4945.851074
	Iteration 50Q: 3 clusters Score -4385150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4385141.500000 Penalty: 4945.851074
	Iteration 51Q: 3 clusters Score -4385142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4385135.000000 Penalty: 4945.851074
	Iteration 52Q: 3 clusters Score -4385135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4385129.000000 Penalty: 4945.851074
	Iteration 53Q: 3 clusters Score -4385129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4385130.500000 Penalty: 4945.851074
	Iteration 54Q: 3 clusters Score -4385130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4385139.000000 Penalty: 4945.851074
	Iteration 55Q: 3 clusters Score -4385139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4385137.500000 Penalty: 4945.851074
	Iteration 56Q: 3 clusters Score -4385138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4385131.000000 Penalty: 4945.851074
	Iteration 57Q: 3 clusters Score -4385131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4385131.000000 Penalty: 4945.851074
	Iteration 58Q: 3 clusters Score -4385131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4385124.500000 Penalty: 4945.851074
	Iteration 59Q: 3 clusters Score -4385124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4385122.500000 Penalty: 4945.851074
	Iteration 60F: 3 clusters Score -4385122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4385120.000000 Penalty: 4945.851074
	Iteration 61Q: 3 clusters Score -4385120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4385124.500000 Penalty: 4945.851074
	Iteration 62Q: 3 clusters Score -4385124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4385124.000000 Penalty: 4945.851074
	Iteration 63Q: 3 clusters Score -4385124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4385116.000000 Penalty: 4945.851074
	Iteration 64Q: 3 clusters Score -4385116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -4385115.500000 Penalty: 4945.851074
	Iteration 65Q: 3 clusters Score -4385116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4385115.500000 Penalty: 4945.851074
	Iteration 66Q: 3 clusters Score -4385116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4385116.500000 Penalty: 4945.851074
	Iteration 67Q: 3 clusters Score -4385116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -4385113.500000 Penalty: 4945.851074
	Iteration 68Q: 3 clusters Score -4385114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4385107.000000 Penalty: 4945.851074
	Iteration 69Q: 3 clusters Score -4385107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4385111.000000 Penalty: 4945.851074
	Iteration 70Q: 3 clusters Score -4385111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4385108.500000 Penalty: 4945.851074
	Iteration 71Q: 3 clusters Score -4385108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4385108.500000 Penalty: 4945.851074
	Iteration 72F: 3 clusters Score -4385108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Entering Unmasked Estep 
Score: -4210426.500000 Penalty: 2461.825439
	Iteration 0F: 2 clusters Score -4210426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4197939.500000 Penalty: 4923.650879
	Iteration 0F: 3 clusters Score -4197940 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4202545.000000 Penalty: 4923.650879
	Iteration 1F: 3 clusters Score -4202545 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -4202876.500000 Penalty: 4923.650879
	Iteration 2F: 3 clusters Score -4202876 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4203140.500000 Penalty: 4923.650879
	Iteration 3Q: 3 clusters Score -4203140 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4203364.000000 Penalty: 4923.650879
	Iteration 4Q: 3 clusters Score -4203364 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -4203540.500000 Penalty: 4923.650879
	Iteration 5Q: 3 clusters Score -4203540 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4203686.000000 Penalty: 4923.650879
	Iteration 6Q: 3 clusters Score -4203686 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4203840.000000 Penalty: 4923.650879
	Iteration 7Q: 3 clusters Score -4203840 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -4203981.000000 Penalty: 4923.650879
	Iteration 8Q: 3 clusters Score -4203981 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -4204088.500000 Penalty: 4923.650879
	Iteration 9Q: 3 clusters Score -4204088 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4204251.500000 Penalty: 4923.650879
	Iteration 10Q: 3 clusters Score -4204252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4204433.500000 Penalty: 4923.650879
	Iteration 11Q: 3 clusters Score -4204434 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -4204640.500000 Penalty: 4923.650879
	Iteration 12Q: 3 clusters Score -4204640 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4204884.000000 Penalty: 4923.650879
	Iteration 13Q: 3 clusters Score -4204884 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4205180.500000 Penalty: 4923.650879
	Iteration 14Q: 3 clusters Score -4205180 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -4205585.000000 Penalty: 4923.650879
	Iteration 15Q: 3 clusters Score -4205585 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -4206041.000000 Penalty: 4923.650879
	Iteration 16Q: 3 clusters Score -4206041 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4206531.500000 Penalty: 4923.650879
	Iteration 17Q: 3 clusters Score -4206532 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4206921.000000 Penalty: 4923.650879
	Iteration 18Q: 3 clusters Score -4206921 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -4207205.500000 Penalty: 4923.650879
	Iteration 19Q: 3 clusters Score -4207206 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -4207458.000000 Penalty: 4923.650879
	Iteration 20F: 3 clusters Score -4207458 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -4207644.000000 Penalty: 4923.650879
	Iteration 21Q: 3 clusters Score -4207644 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4207832.000000 Penalty: 4923.650879
	Iteration 22Q: 3 clusters Score -4207832 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4207948.000000 Penalty: 4923.650879
	Iteration 23Q: 3 clusters Score -4207948 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4208058.500000 Penalty: 4923.650879
	Iteration 24Q: 3 clusters Score -4208058 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4208139.000000 Penalty: 4923.650879
	Iteration 25Q: 3 clusters Score -4208139 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4208209.500000 Penalty: 4923.650879
	Iteration 26Q: 3 clusters Score -4208210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4208270.000000 Penalty: 4923.650879
	Iteration 27Q: 3 clusters Score -4208270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4208322.500000 Penalty: 4923.650879
	Iteration 28Q: 3 clusters Score -4208322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4208377.000000 Penalty: 4923.650879
	Iteration 29Q: 3 clusters Score -4208377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4208394.500000 Penalty: 4923.650879
	Iteration 30Q: 3 clusters Score -4208394 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4208431.500000 Penalty: 4923.650879
	Iteration 31Q: 3 clusters Score -4208432 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4208487.500000 Penalty: 4923.650879
	Iteration 32Q: 3 clusters Score -4208488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4208537.500000 Penalty: 4923.650879
	Iteration 33Q: 3 clusters Score -4208538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -4208579.000000 Penalty: 4923.650879
	Iteration 34Q: 3 clusters Score -4208579 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4208610.500000 Penalty: 4923.650879
	Iteration 35Q: 3 clusters Score -4208610 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4208646.500000 Penalty: 4923.650879
	Iteration 36Q: 3 clusters Score -4208646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4208699.000000 Penalty: 4923.650879
	Iteration 37Q: 3 clusters Score -4208699 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4208719.500000 Penalty: 4923.650879
	Iteration 38Q: 3 clusters Score -4208720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -4208744.500000 Penalty: 4923.650879
	Iteration 39Q: 3 clusters Score -4208744 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -4208759.000000 Penalty: 4923.650879
	Iteration 40F: 3 clusters Score -4208759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -4208778.500000 Penalty: 4923.650879
	Iteration 41Q: 3 clusters Score -4208778 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4208810.500000 Penalty: 4923.650879
	Iteration 42Q: 3 clusters Score -4208810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4208828.000000 Penalty: 4923.650879
	Iteration 43Q: 3 clusters Score -4208828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4208846.000000 Penalty: 4923.650879
	Iteration 44Q: 3 clusters Score -4208846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4208848.500000 Penalty: 4923.650879
	Iteration 45Q: 3 clusters Score -4208848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4208855.500000 Penalty: 4923.650879
	Iteration 46Q: 3 clusters Score -4208856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -4208866.500000 Penalty: 4923.650879
	Iteration 47Q: 3 clusters Score -4208866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -4208871.000000 Penalty: 4923.650879
	Iteration 48Q: 3 clusters Score -4208871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4208863.000000 Penalty: 4923.650879
	Iteration 49Q: 3 clusters Score -4208863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4208862.000000 Penalty: 4923.650879
	Iteration 50Q: 3 clusters Score -4208862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4208868.000000 Penalty: 4923.650879
	Iteration 51Q: 3 clusters Score -4208868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4208875.000000 Penalty: 4923.650879
	Iteration 52Q: 3 clusters Score -4208875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -4208875.500000 Penalty: 4923.650879
	Iteration 53Q: 3 clusters Score -4208876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4208892.000000 Penalty: 4923.650879
	Iteration 54Q: 3 clusters Score -4208892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4208901.500000 Penalty: 4923.650879
	Iteration 55Q: 3 clusters Score -4208902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -4208910.000000 Penalty: 4923.650879
	Iteration 56Q: 3 clusters Score -4208910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4208918.000000 Penalty: 4923.650879
	Iteration 57Q: 3 clusters Score -4208918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -4208906.500000 Penalty: 4923.650879
	Iteration 58Q: 3 clusters Score -4208906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4208918.000000 Penalty: 4923.650879
	Iteration 59Q: 3 clusters Score -4208918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4208926.000000 Penalty: 4923.650879
	Iteration 60F: 3 clusters Score -4208926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4208923.000000 Penalty: 4923.650879
	Iteration 61Q: 3 clusters Score -4208923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4208938.500000 Penalty: 4923.650879
	Iteration 62Q: 3 clusters Score -4208938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -4208924.500000 Penalty: 4923.650879
	Iteration 63Q: 3 clusters Score -4208924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4208920.000000 Penalty: 4923.650879
	Iteration 64Q: 3 clusters Score -4208920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4208913.000000 Penalty: 4923.650879
	Iteration 65Q: 3 clusters Score -4208913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4208918.000000 Penalty: 4923.650879
	Iteration 66Q: 3 clusters Score -4208918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4208922.000000 Penalty: 4923.650879
	Iteration 67Q: 3 clusters Score -4208922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4208933.500000 Penalty: 4923.650879
	Iteration 68Q: 3 clusters Score -4208934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -4208933.000000 Penalty: 4923.650879
	Iteration 69Q: 3 clusters Score -4208933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4208921.500000 Penalty: 4923.650879
	Iteration 70Q: 3 clusters Score -4208922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4208928.500000 Penalty: 4923.650879
	Iteration 71Q: 3 clusters Score -4208928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4208922.000000 Penalty: 4923.650879
	Iteration 72Q: 3 clusters Score -4208922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4208928.000000 Penalty: 4923.650879
	Iteration 73Q: 3 clusters Score -4208928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4208938.500000 Penalty: 4923.650879
	Iteration 74Q: 3 clusters Score -4208938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4208940.500000 Penalty: 4923.650879
	Iteration 75Q: 3 clusters Score -4208940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4208949.000000 Penalty: 4923.650879
	Iteration 76Q: 3 clusters Score -4208949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4208949.000000 Penalty: 4923.650879
	Iteration 77Q: 3 clusters Score -4208949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4208945.500000 Penalty: 4923.650879
	Iteration 78Q: 3 clusters Score -4208946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4208940.500000 Penalty: 4923.650879
	Iteration 79Q: 3 clusters Score -4208940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4208948.000000 Penalty: 4923.650879
	Iteration 80F: 3 clusters Score -4208948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -4208942.000000 Penalty: 4923.650879
	Iteration 81Q: 3 clusters Score -4208942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4208946.000000 Penalty: 4923.650879
	Iteration 82Q: 3 clusters Score -4208946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4208952.500000 Penalty: 4923.650879
	Iteration 83Q: 3 clusters Score -4208952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4208935.000000 Penalty: 4923.650879
	Iteration 84Q: 3 clusters Score -4208935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4208944.000000 Penalty: 4923.650879
	Iteration 85Q: 3 clusters Score -4208944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4208940.000000 Penalty: 4923.650879
	Iteration 86Q: 3 clusters Score -4208940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -4208947.500000 Penalty: 4923.650879
	Iteration 87Q: 3 clusters Score -4208948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4208946.500000 Penalty: 4923.650879
	Iteration 88Q: 3 clusters Score -4208946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -4208950.500000 Penalty: 4923.650879
	Iteration 89Q: 3 clusters Score -4208950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4208950.000000 Penalty: 4923.650879
	Iteration 90Q: 3 clusters Score -4208950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -4208948.500000 Penalty: 4923.650879
	Iteration 91Q: 3 clusters Score -4208948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4208945.500000 Penalty: 4923.650879
	Iteration 92Q: 3 clusters Score -4208946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4208950.000000 Penalty: 4923.650879
	Iteration 93Q: 3 clusters Score -4208950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4208952.500000 Penalty: 4923.650879
	Iteration 94Q: 3 clusters Score -4208952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4208962.500000 Penalty: 4923.650879
	Iteration 95Q: 3 clusters Score -4208962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4208963.000000 Penalty: 4923.650879
	Iteration 96Q: 3 clusters Score -4208963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4208957.000000 Penalty: 4923.650879
	Iteration 97Q: 3 clusters Score -4208957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4208966.500000 Penalty: 4923.650879
	Iteration 98Q: 3 clusters Score -4208966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4208973.500000 Penalty: 4923.650879
	Iteration 99Q: 3 clusters Score -4208974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -4208975.500000 Penalty: 4923.650879
	Iteration 100F: 3 clusters Score -4208976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4208970.500000 Penalty: 4923.650879
	Iteration 101Q: 3 clusters Score -4208970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4208979.500000 Penalty: 4923.650879
	Iteration 102Q: 3 clusters Score -4208980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4208979.000000 Penalty: 4923.650879
	Iteration 103Q: 3 clusters Score -4208979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4208979.000000 Penalty: 4923.650879
	Iteration 104F: 3 clusters Score -4208979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -770787.812500 Penalty: 2059.453369
	Iteration 0F: 2 clusters Score -770787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -766876.562500 Penalty: 4118.906738
	Iteration 0F: 3 clusters Score -766876.6 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -767697.625000 Penalty: 4118.906738
	Iteration 1F: 3 clusters Score -767697.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -767889.625000 Penalty: 4118.906738
	Iteration 2F: 3 clusters Score -767889.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -768013.500000 Penalty: 4118.906738
	Iteration 3Q: 3 clusters Score -768013.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -768108.000000 Penalty: 4118.906738
	Iteration 4Q: 3 clusters Score -768108 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -768172.312500 Penalty: 4118.906738
	Iteration 5Q: 3 clusters Score -768172.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -768218.437500 Penalty: 4118.906738
	Iteration 6Q: 3 clusters Score -768218.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -768259.625000 Penalty: 4118.906738
	Iteration 7Q: 3 clusters Score -768259.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -768299.437500 Penalty: 4118.906738
	Iteration 8Q: 3 clusters Score -768299.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -768323.875000 Penalty: 4118.906738
	Iteration 9Q: 3 clusters Score -768323.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -768344.187500 Penalty: 4118.906738
	Iteration 10Q: 3 clusters Score -768344.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -768359.000000 Penalty: 4118.906738
	Iteration 11Q: 3 clusters Score -768359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -768377.625000 Penalty: 4118.906738
	Iteration 12Q: 3 clusters Score -768377.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -768391.812500 Penalty: 4118.906738
	Iteration 13Q: 3 clusters Score -768391.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -768406.812500 Penalty: 4118.906738
	Iteration 14Q: 3 clusters Score -768406.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -768424.250000 Penalty: 4118.906738
	Iteration 15Q: 3 clusters Score -768424.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -768442.000000 Penalty: 4118.906738
	Iteration 16Q: 3 clusters Score -768442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -768451.375000 Penalty: 4118.906738
	Iteration 17Q: 3 clusters Score -768451.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -768464.500000 Penalty: 4118.906738
	Iteration 18Q: 3 clusters Score -768464.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -768477.937500 Penalty: 4118.906738
	Iteration 19Q: 3 clusters Score -768477.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -768497.312500 Penalty: 4118.906738
	Iteration 20F: 3 clusters Score -768497.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -768520.500000 Penalty: 4118.906738
	Iteration 21Q: 3 clusters Score -768520.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -768543.375000 Penalty: 4118.906738
	Iteration 22Q: 3 clusters Score -768543.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -768562.812500 Penalty: 4118.906738
	Iteration 23Q: 3 clusters Score -768562.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -768584.000000 Penalty: 4118.906738
	Iteration 24Q: 3 clusters Score -768584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -768600.250000 Penalty: 4118.906738
	Iteration 25Q: 3 clusters Score -768600.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -768616.375000 Penalty: 4118.906738
	Iteration 26Q: 3 clusters Score -768616.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -768627.937500 Penalty: 4118.906738
	Iteration 27Q: 3 clusters Score -768627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -768637.250000 Penalty: 4118.906738
	Iteration 28Q: 3 clusters Score -768637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -768648.250000 Penalty: 4118.906738
	Iteration 29Q: 3 clusters Score -768648.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -768654.875000 Penalty: 4118.906738
	Iteration 30Q: 3 clusters Score -768654.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -768662.562500 Penalty: 4118.906738
	Iteration 31Q: 3 clusters Score -768662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -768670.375000 Penalty: 4118.906738
	Iteration 32Q: 3 clusters Score -768670.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -768676.812500 Penalty: 4118.906738
	Iteration 33Q: 3 clusters Score -768676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -768687.062500 Penalty: 4118.906738
	Iteration 34Q: 3 clusters Score -768687.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -768697.125000 Penalty: 4118.906738
	Iteration 35Q: 3 clusters Score -768697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -768706.375000 Penalty: 4118.906738
	Iteration 36Q: 3 clusters Score -768706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -768711.750000 Penalty: 4118.906738
	Iteration 37Q: 3 clusters Score -768711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -768714.875000 Penalty: 4118.906738
	Iteration 38Q: 3 clusters Score -768714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -768718.750000 Penalty: 4118.906738
	Iteration 39Q: 3 clusters Score -768718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -768725.875000 Penalty: 4118.906738
	Iteration 40F: 3 clusters Score -768725.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -768733.562500 Penalty: 4118.906738
	Iteration 41Q: 3 clusters Score -768733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -768741.062500 Penalty: 4118.906738
	Iteration 42Q: 3 clusters Score -768741.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -768746.062500 Penalty: 4118.906738
	Iteration 43Q: 3 clusters Score -768746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -768755.125000 Penalty: 4118.906738
	Iteration 44Q: 3 clusters Score -768755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -768760.875000 Penalty: 4118.906738
	Iteration 45Q: 3 clusters Score -768760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -768770.312500 Penalty: 4118.906738
	Iteration 46Q: 3 clusters Score -768770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -768774.125000 Penalty: 4118.906738
	Iteration 47Q: 3 clusters Score -768774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -768777.375000 Penalty: 4118.906738
	Iteration 48Q: 3 clusters Score -768777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -768784.562500 Penalty: 4118.906738
	Iteration 49Q: 3 clusters Score -768784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -768792.062500 Penalty: 4118.906738
	Iteration 50Q: 3 clusters Score -768792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -768796.687500 Penalty: 4118.906738
	Iteration 51Q: 3 clusters Score -768796.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -768806.750000 Penalty: 4118.906738
	Iteration 52Q: 3 clusters Score -768806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -768817.062500 Penalty: 4118.906738
	Iteration 53Q: 3 clusters Score -768817.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -768823.875000 Penalty: 4118.906738
	Iteration 54Q: 3 clusters Score -768823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -768828.750000 Penalty: 4118.906738
	Iteration 55Q: 3 clusters Score -768828.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -768832.375000 Penalty: 4118.906738
	Iteration 56Q: 3 clusters Score -768832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -768841.562500 Penalty: 4118.906738
	Iteration 57Q: 3 clusters Score -768841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -768845.000000 Penalty: 4118.906738
	Iteration 58Q: 3 clusters Score -768845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -768846.000000 Penalty: 4118.906738
	Iteration 59Q: 3 clusters Score -768846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -768847.375000 Penalty: 4118.906738
	Iteration 60F: 3 clusters Score -768847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -768852.375000 Penalty: 4118.906738
	Iteration 61Q: 3 clusters Score -768852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -768854.937500 Penalty: 4118.906738
	Iteration 62Q: 3 clusters Score -768854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -768858.437500 Penalty: 4118.906738
	Iteration 63Q: 3 clusters Score -768858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -768862.375000 Penalty: 4118.906738
	Iteration 64Q: 3 clusters Score -768862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -768864.562500 Penalty: 4118.906738
	Iteration 65Q: 3 clusters Score -768864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -768863.875000 Penalty: 4118.906738
	Iteration 66Q: 3 clusters Score -768863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -768865.812500 Penalty: 4118.906738
	Iteration 67Q: 3 clusters Score -768865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -768867.000000 Penalty: 4118.906738
	Iteration 68Q: 3 clusters Score -768867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -768867.000000 Penalty: 4118.906738
	Iteration 69F: 3 clusters Score -768867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -17287.236328 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -17287.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16565.748047 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -16565.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16608.195312 Penalty: 2406.606934
	Iteration 1F: 3 clusters Score -16608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16623.501953 Penalty: 2406.606934
	Iteration 2Q: 3 clusters Score -16623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16623.501953 Penalty: 2406.606934
	Iteration 3F: 3 clusters Score -16623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (23400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Entering Unmasked Estep 
Score: -4827820.000000 Penalty: 2495.001953
	Iteration 0F: 2 clusters Score -4827820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4813912.500000 Penalty: 4990.003906
	Iteration 0F: 3 clusters Score -4813912 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4819498.500000 Penalty: 4990.003906
	Iteration 1F: 3 clusters Score -4819498 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -4819848.000000 Penalty: 4990.003906
	Iteration 2F: 3 clusters Score -4819848 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4820169.000000 Penalty: 4990.003906
	Iteration 3F: 3 clusters Score -4820169 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4820472.000000 Penalty: 4990.003906
	Iteration 4F: 3 clusters Score -4820472 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4820949.500000 Penalty: 4990.003906
	Iteration 5F: 3 clusters Score -4820950 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -4821487.000000 Penalty: 4990.003906
	Iteration 6Q: 3 clusters Score -4821487 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4822003.000000 Penalty: 4990.003906
	Iteration 7F: 3 clusters Score -4822003 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4822512.000000 Penalty: 4990.003906
	Iteration 8Q: 3 clusters Score -4822512 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4823045.000000 Penalty: 4990.003906
	Iteration 9Q: 3 clusters Score -4823045 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4823442.500000 Penalty: 4990.003906
	Iteration 10Q: 3 clusters Score -4823442 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4823720.500000 Penalty: 4990.003906
	Iteration 11Q: 3 clusters Score -4823720 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4823975.500000 Penalty: 4990.003906
	Iteration 12Q: 3 clusters Score -4823976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4824252.000000 Penalty: 4990.003906
	Iteration 13Q: 3 clusters Score -4824252 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4824430.000000 Penalty: 4990.003906
	Iteration 14Q: 3 clusters Score -4824430 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4824552.500000 Penalty: 4990.003906
	Iteration 15Q: 3 clusters Score -4824552 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -4824678.500000 Penalty: 4990.003906
	Iteration 16Q: 3 clusters Score -4824678 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -4824755.000000 Penalty: 4990.003906
	Iteration 17Q: 3 clusters Score -4824755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4824819.500000 Penalty: 4990.003906
	Iteration 18Q: 3 clusters Score -4824820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4824915.500000 Penalty: 4990.003906
	Iteration 19Q: 3 clusters Score -4824916 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -4824962.500000 Penalty: 4990.003906
	Iteration 20F: 3 clusters Score -4824962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4825017.000000 Penalty: 4990.003906
	Iteration 21Q: 3 clusters Score -4825017 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4825061.500000 Penalty: 4990.003906
	Iteration 22Q: 3 clusters Score -4825062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4825096.000000 Penalty: 4990.003906
	Iteration 23Q: 3 clusters Score -4825096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4825126.500000 Penalty: 4990.003906
	Iteration 24Q: 3 clusters Score -4825126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4825131.000000 Penalty: 4990.003906
	Iteration 25Q: 3 clusters Score -4825131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -4825144.000000 Penalty: 4990.003906
	Iteration 26Q: 3 clusters Score -4825144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -4825148.000000 Penalty: 4990.003906
	Iteration 27Q: 3 clusters Score -4825148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4825159.000000 Penalty: 4990.003906
	Iteration 28Q: 3 clusters Score -4825159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4825169.000000 Penalty: 4990.003906
	Iteration 29Q: 3 clusters Score -4825169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4825179.000000 Penalty: 4990.003906
	Iteration 30Q: 3 clusters Score -4825179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4825188.000000 Penalty: 4990.003906
	Iteration 31Q: 3 clusters Score -4825188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4825194.500000 Penalty: 4990.003906
	Iteration 32Q: 3 clusters Score -4825194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4825198.500000 Penalty: 4990.003906
	Iteration 33Q: 3 clusters Score -4825198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4825205.500000 Penalty: 4990.003906
	Iteration 34Q: 3 clusters Score -4825206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4825216.000000 Penalty: 4990.003906
	Iteration 35Q: 3 clusters Score -4825216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4825218.500000 Penalty: 4990.003906
	Iteration 36Q: 3 clusters Score -4825218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -4825222.000000 Penalty: 4990.003906
	Iteration 37Q: 3 clusters Score -4825222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4825226.000000 Penalty: 4990.003906
	Iteration 38Q: 3 clusters Score -4825226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -4825235.000000 Penalty: 4990.003906
	Iteration 39Q: 3 clusters Score -4825235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4825248.000000 Penalty: 4990.003906
	Iteration 40F: 3 clusters Score -4825248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4825253.000000 Penalty: 4990.003906
	Iteration 41Q: 3 clusters Score -4825253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4825248.500000 Penalty: 4990.003906
	Iteration 42Q: 3 clusters Score -4825248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4825257.000000 Penalty: 4990.003906
	Iteration 43Q: 3 clusters Score -4825257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -4825246.500000 Penalty: 4990.003906
	Iteration 44Q: 3 clusters Score -4825246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4825250.000000 Penalty: 4990.003906
	Iteration 45Q: 3 clusters Score -4825250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4825259.000000 Penalty: 4990.003906
	Iteration 46Q: 3 clusters Score -4825259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -4825255.500000 Penalty: 4990.003906
	Iteration 47Q: 3 clusters Score -4825256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4825258.500000 Penalty: 4990.003906
	Iteration 48Q: 3 clusters Score -4825258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4825261.000000 Penalty: 4990.003906
	Iteration 49Q: 3 clusters Score -4825261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4825261.000000 Penalty: 4990.003906
	Iteration 50Q: 3 clusters Score -4825261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4825263.000000 Penalty: 4990.003906
	Iteration 51Q: 3 clusters Score -4825263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4825265.000000 Penalty: 4990.003906
	Iteration 52Q: 3 clusters Score -4825265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4825263.500000 Penalty: 4990.003906
	Iteration 53Q: 3 clusters Score -4825264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4825261.000000 Penalty: 4990.003906
	Iteration 54Q: 3 clusters Score -4825261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4825268.000000 Penalty: 4990.003906
	Iteration 55Q: 3 clusters Score -4825268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4825265.000000 Penalty: 4990.003906
	Iteration 56Q: 3 clusters Score -4825265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -4825276.000000 Penalty: 4990.003906
	Iteration 57Q: 3 clusters Score -4825276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4825274.000000 Penalty: 4990.003906
	Iteration 58Q: 3 clusters Score -4825274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -4825277.500000 Penalty: 4990.003906
	Iteration 59Q: 3 clusters Score -4825278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4825276.000000 Penalty: 4990.003906
	Iteration 60F: 3 clusters Score -4825276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4825280.500000 Penalty: 4990.003906
	Iteration 61Q: 3 clusters Score -4825280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -4825283.500000 Penalty: 4990.003906
	Iteration 62Q: 3 clusters Score -4825284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -4825289.000000 Penalty: 4990.003906
	Iteration 63Q: 3 clusters Score -4825289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4825291.000000 Penalty: 4990.003906
	Iteration 64Q: 3 clusters Score -4825291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4825288.500000 Penalty: 4990.003906
	Iteration 65Q: 3 clusters Score -4825288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4825288.500000 Penalty: 4990.003906
	Iteration 66F: 3 clusters Score -4825288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Entering Unmasked Estep 
Score: -4000647.000000 Penalty: 2448.677246
	Iteration 0F: 2 clusters Score -4000647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3988325.500000 Penalty: 4897.354492
	Iteration 0F: 3 clusters Score -3988326 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3993000.750000 Penalty: 4897.354492
	Iteration 1F: 3 clusters Score -3993001 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -3993356.500000 Penalty: 4897.354492
	Iteration 2F: 3 clusters Score -3993356 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3993629.000000 Penalty: 4897.354492
	Iteration 3Q: 3 clusters Score -3993629 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3993878.500000 Penalty: 4897.354492
	Iteration 4Q: 3 clusters Score -3993878 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3994105.250000 Penalty: 4897.354492
	Iteration 5Q: 3 clusters Score -3994105 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3994345.000000 Penalty: 4897.354492
	Iteration 6Q: 3 clusters Score -3994345 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3994549.500000 Penalty: 4897.354492
	Iteration 7Q: 3 clusters Score -3994550 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -3994781.750000 Penalty: 4897.354492
	Iteration 8Q: 3 clusters Score -3994782 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3995012.000000 Penalty: 4897.354492
	Iteration 9Q: 3 clusters Score -3995012 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3995164.000000 Penalty: 4897.354492
	Iteration 10Q: 3 clusters Score -3995164 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -3995414.750000 Penalty: 4897.354492
	Iteration 11Q: 3 clusters Score -3995415 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3995681.250000 Penalty: 4897.354492
	Iteration 12Q: 3 clusters Score -3995681 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3996075.750000 Penalty: 4897.354492
	Iteration 13Q: 3 clusters Score -3996076 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3996550.000000 Penalty: 4897.354492
	Iteration 14Q: 3 clusters Score -3996550 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3997021.500000 Penalty: 4897.354492
	Iteration 15Q: 3 clusters Score -3997022 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3997437.000000 Penalty: 4897.354492
	Iteration 16Q: 3 clusters Score -3997437 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3997796.000000 Penalty: 4897.354492
	Iteration 17Q: 3 clusters Score -3997796 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3997965.500000 Penalty: 4897.354492
	Iteration 18Q: 3 clusters Score -3997966 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3998128.250000 Penalty: 4897.354492
	Iteration 19Q: 3 clusters Score -3998128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3998187.000000 Penalty: 4897.354492
	Iteration 20F: 3 clusters Score -3998187 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3998223.250000 Penalty: 4897.354492
	Iteration 21Q: 3 clusters Score -3998223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3998265.750000 Penalty: 4897.354492
	Iteration 22Q: 3 clusters Score -3998266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3998295.250000 Penalty: 4897.354492
	Iteration 23Q: 3 clusters Score -3998295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3998323.250000 Penalty: 4897.354492
	Iteration 24Q: 3 clusters Score -3998323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3998332.250000 Penalty: 4897.354492
	Iteration 25Q: 3 clusters Score -3998332 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3998334.750000 Penalty: 4897.354492
	Iteration 26Q: 3 clusters Score -3998335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3998352.000000 Penalty: 4897.354492
	Iteration 27Q: 3 clusters Score -3998352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3998378.750000 Penalty: 4897.354492
	Iteration 28Q: 3 clusters Score -3998379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3998395.000000 Penalty: 4897.354492
	Iteration 29Q: 3 clusters Score -3998395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3998405.500000 Penalty: 4897.354492
	Iteration 30Q: 3 clusters Score -3998406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3998417.000000 Penalty: 4897.354492
	Iteration 31Q: 3 clusters Score -3998417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3998421.250000 Penalty: 4897.354492
	Iteration 32Q: 3 clusters Score -3998421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3998427.750000 Penalty: 4897.354492
	Iteration 33Q: 3 clusters Score -3998428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3998429.250000 Penalty: 4897.354492
	Iteration 34Q: 3 clusters Score -3998429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3998443.750000 Penalty: 4897.354492
	Iteration 35Q: 3 clusters Score -3998444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3998435.250000 Penalty: 4897.354492
	Iteration 36Q: 3 clusters Score -3998435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3998449.000000 Penalty: 4897.354492
	Iteration 37Q: 3 clusters Score -3998449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3998446.500000 Penalty: 4897.354492
	Iteration 38Q: 3 clusters Score -3998446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3998455.500000 Penalty: 4897.354492
	Iteration 39Q: 3 clusters Score -3998456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3998448.250000 Penalty: 4897.354492
	Iteration 40F: 3 clusters Score -3998448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3998458.250000 Penalty: 4897.354492
	Iteration 41Q: 3 clusters Score -3998458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3998464.750000 Penalty: 4897.354492
	Iteration 42Q: 3 clusters Score -3998465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3998472.500000 Penalty: 4897.354492
	Iteration 43Q: 3 clusters Score -3998472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3998465.250000 Penalty: 4897.354492
	Iteration 44Q: 3 clusters Score -3998465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3998480.750000 Penalty: 4897.354492
	Iteration 45Q: 3 clusters Score -3998481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3998487.500000 Penalty: 4897.354492
	Iteration 46Q: 3 clusters Score -3998488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3998488.750000 Penalty: 4897.354492
	Iteration 47Q: 3 clusters Score -3998489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3998500.750000 Penalty: 4897.354492
	Iteration 48Q: 3 clusters Score -3998501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3998497.000000 Penalty: 4897.354492
	Iteration 49Q: 3 clusters Score -3998497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3998487.250000 Penalty: 4897.354492
	Iteration 50Q: 3 clusters Score -3998487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3998494.750000 Penalty: 4897.354492
	Iteration 51Q: 3 clusters Score -3998495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3998502.250000 Penalty: 4897.354492
	Iteration 52Q: 3 clusters Score -3998502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3998504.000000 Penalty: 4897.354492
	Iteration 53Q: 3 clusters Score -3998504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3998510.250000 Penalty: 4897.354492
	Iteration 54Q: 3 clusters Score -3998510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3998513.000000 Penalty: 4897.354492
	Iteration 55Q: 3 clusters Score -3998513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3998514.000000 Penalty: 4897.354492
	Iteration 56Q: 3 clusters Score -3998514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3998512.000000 Penalty: 4897.354492
	Iteration 57Q: 3 clusters Score -3998512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3998516.750000 Penalty: 4897.354492
	Iteration 58Q: 3 clusters Score -3998517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3998520.500000 Penalty: 4897.354492
	Iteration 59Q: 3 clusters Score -3998520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3998532.500000 Penalty: 4897.354492
	Iteration 60F: 3 clusters Score -3998532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3998526.000000 Penalty: 4897.354492
	Iteration 61Q: 3 clusters Score -3998526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3998531.500000 Penalty: 4897.354492
	Iteration 62Q: 3 clusters Score -3998532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3998541.750000 Penalty: 4897.354492
	Iteration 63Q: 3 clusters Score -3998542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3998542.250000 Penalty: 4897.354492
	Iteration 64Q: 3 clusters Score -3998542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3998542.750000 Penalty: 4897.354492
	Iteration 65Q: 3 clusters Score -3998543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3998531.500000 Penalty: 4897.354492
	Iteration 66Q: 3 clusters Score -3998532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3998546.500000 Penalty: 4897.354492
	Iteration 67Q: 3 clusters Score -3998546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3998548.750000 Penalty: 4897.354492
	Iteration 68Q: 3 clusters Score -3998549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3998550.000000 Penalty: 4897.354492
	Iteration 69Q: 3 clusters Score -3998550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3998550.000000 Penalty: 4897.354492
	Iteration 70Q: 3 clusters Score -3998550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3998551.000000 Penalty: 4897.354492
	Iteration 71Q: 3 clusters Score -3998551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3998559.250000 Penalty: 4897.354492
	Iteration 72Q: 3 clusters Score -3998559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3998558.000000 Penalty: 4897.354492
	Iteration 73Q: 3 clusters Score -3998558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3998560.250000 Penalty: 4897.354492
	Iteration 74Q: 3 clusters Score -3998560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3998558.000000 Penalty: 4897.354492
	Iteration 75Q: 3 clusters Score -3998558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3998558.000000 Penalty: 4897.354492
	Iteration 76Q: 3 clusters Score -3998558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3998558.000000 Penalty: 4897.354492
	Iteration 77F: 3 clusters Score -3998558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (9632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Entering Unmasked Estep 
Score: -1885232.500000 Penalty: 2274.865723
	Iteration 0F: 2 clusters Score -1885232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1877836.500000 Penalty: 4549.731445
	Iteration 0F: 3 clusters Score -1877836 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1879942.875000 Penalty: 4549.731445
	Iteration 1F: 3 clusters Score -1879943 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1880207.875000 Penalty: 4549.731445
	Iteration 2F: 3 clusters Score -1880208 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1880381.000000 Penalty: 4549.731445
	Iteration 3Q: 3 clusters Score -1880381 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1880502.125000 Penalty: 4549.731445
	Iteration 4Q: 3 clusters Score -1880502 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1880589.125000 Penalty: 4549.731445
	Iteration 5Q: 3 clusters Score -1880589 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1880653.750000 Penalty: 4549.731445
	Iteration 6Q: 3 clusters Score -1880654 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1880700.625000 Penalty: 4549.731445
	Iteration 7Q: 3 clusters Score -1880701 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1880748.500000 Penalty: 4549.731445
	Iteration 8Q: 3 clusters Score -1880748 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1880793.750000 Penalty: 4549.731445
	Iteration 9Q: 3 clusters Score -1880794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1880832.875000 Penalty: 4549.731445
	Iteration 10Q: 3 clusters Score -1880833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1880872.375000 Penalty: 4549.731445
	Iteration 11Q: 3 clusters Score -1880872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1880900.750000 Penalty: 4549.731445
	Iteration 12Q: 3 clusters Score -1880901 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1880949.875000 Penalty: 4549.731445
	Iteration 13Q: 3 clusters Score -1880950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1881002.250000 Penalty: 4549.731445
	Iteration 14Q: 3 clusters Score -1881002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1881058.250000 Penalty: 4549.731445
	Iteration 15Q: 3 clusters Score -1881058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1881137.250000 Penalty: 4549.731445
	Iteration 16Q: 3 clusters Score -1881137 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1881250.625000 Penalty: 4549.731445
	Iteration 17Q: 3 clusters Score -1881251 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1881375.625000 Penalty: 4549.731445
	Iteration 18Q: 3 clusters Score -1881376 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1881501.125000 Penalty: 4549.731445
	Iteration 19Q: 3 clusters Score -1881501 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1881631.375000 Penalty: 4549.731445
	Iteration 20F: 3 clusters Score -1881631 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1881780.000000 Penalty: 4549.731445
	Iteration 21Q: 3 clusters Score -1881780 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1881937.750000 Penalty: 4549.731445
	Iteration 22Q: 3 clusters Score -1881938 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1882142.375000 Penalty: 4549.731445
	Iteration 23Q: 3 clusters Score -1882142 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1882343.125000 Penalty: 4549.731445
	Iteration 24Q: 3 clusters Score -1882343 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1882538.375000 Penalty: 4549.731445
	Iteration 25Q: 3 clusters Score -1882538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1882698.750000 Penalty: 4549.731445
	Iteration 26Q: 3 clusters Score -1882699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1882844.000000 Penalty: 4549.731445
	Iteration 27Q: 3 clusters Score -1882844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1882941.125000 Penalty: 4549.731445
	Iteration 28Q: 3 clusters Score -1882941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1883011.000000 Penalty: 4549.731445
	Iteration 29Q: 3 clusters Score -1883011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1883052.000000 Penalty: 4549.731445
	Iteration 30Q: 3 clusters Score -1883052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1883097.500000 Penalty: 4549.731445
	Iteration 31Q: 3 clusters Score -1883098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1883128.000000 Penalty: 4549.731445
	Iteration 32Q: 3 clusters Score -1883128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1883148.875000 Penalty: 4549.731445
	Iteration 33Q: 3 clusters Score -1883149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1883169.625000 Penalty: 4549.731445
	Iteration 34Q: 3 clusters Score -1883170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1883185.500000 Penalty: 4549.731445
	Iteration 35Q: 3 clusters Score -1883186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1883194.375000 Penalty: 4549.731445
	Iteration 36Q: 3 clusters Score -1883194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1883200.750000 Penalty: 4549.731445
	Iteration 37Q: 3 clusters Score -1883201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1883202.750000 Penalty: 4549.731445
	Iteration 38Q: 3 clusters Score -1883203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1883202.750000 Penalty: 4549.731445
	Iteration 39F: 3 clusters Score -1883203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -184198.093750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184198.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184473.890625 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184473.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -184543.421875 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184543.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -184583.515625 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184583.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -184615.828125 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184615.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -184642.765625 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184642.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -184667.500000 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -184690.828125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -184698.156250 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -184699.953125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -184701.406250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184701.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -184701.406250 Penalty: 3444.745361
	Iteration 11F: 3 clusters Score -184701.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Entering Unmasked Estep 
Score: -3808701.750000 Penalty: 2435.965088
	Iteration 0F: 2 clusters Score -3808702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3796951.000000 Penalty: 4871.930176
	Iteration 0F: 3 clusters Score -3796951 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3801231.750000 Penalty: 4871.930176
	Iteration 1F: 3 clusters Score -3801232 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -3801583.250000 Penalty: 4871.930176
	Iteration 2F: 3 clusters Score -3801583 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3801908.750000 Penalty: 4871.930176
	Iteration 3F: 3 clusters Score -3801909 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3802222.750000 Penalty: 4871.930176
	Iteration 4Q: 3 clusters Score -3802223 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3802510.500000 Penalty: 4871.930176
	Iteration 5Q: 3 clusters Score -3802510 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3802790.250000 Penalty: 4871.930176
	Iteration 6Q: 3 clusters Score -3802790 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3803162.500000 Penalty: 4871.930176
	Iteration 7F: 3 clusters Score -3803162 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3803686.250000 Penalty: 4871.930176
	Iteration 8Q: 3 clusters Score -3803686 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3804240.750000 Penalty: 4871.930176
	Iteration 9F: 3 clusters Score -3804241 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -3804956.500000 Penalty: 4871.930176
	Iteration 10Q: 3 clusters Score -3804956 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3805492.500000 Penalty: 4871.930176
	Iteration 11Q: 3 clusters Score -3805492 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -3805904.000000 Penalty: 4871.930176
	Iteration 12Q: 3 clusters Score -3805904 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3806131.000000 Penalty: 4871.930176
	Iteration 13Q: 3 clusters Score -3806131 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3806256.250000 Penalty: 4871.930176
	Iteration 14Q: 3 clusters Score -3806256 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3806328.250000 Penalty: 4871.930176
	Iteration 15Q: 3 clusters Score -3806328 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3806480.500000 Penalty: 4871.930176
	Iteration 16Q: 3 clusters Score -3806480 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3806500.250000 Penalty: 4871.930176
	Iteration 17Q: 3 clusters Score -3806500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3806558.750000 Penalty: 4871.930176
	Iteration 18Q: 3 clusters Score -3806559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3806548.500000 Penalty: 4871.930176
	Iteration 19Q: 3 clusters Score -3806548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3806551.000000 Penalty: 4871.930176
	Iteration 20F: 3 clusters Score -3806551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3806563.500000 Penalty: 4871.930176
	Iteration 21Q: 3 clusters Score -3806564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3806559.500000 Penalty: 4871.930176
	Iteration 22Q: 3 clusters Score -3806560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3806562.000000 Penalty: 4871.930176
	Iteration 23Q: 3 clusters Score -3806562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3806591.000000 Penalty: 4871.930176
	Iteration 24Q: 3 clusters Score -3806591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3806610.000000 Penalty: 4871.930176
	Iteration 25Q: 3 clusters Score -3806610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3806594.500000 Penalty: 4871.930176
	Iteration 26Q: 3 clusters Score -3806594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3806576.000000 Penalty: 4871.930176
	Iteration 27Q: 3 clusters Score -3806576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3806547.500000 Penalty: 4871.930176
	Iteration 28Q: 3 clusters Score -3806548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3806581.750000 Penalty: 4871.930176
	Iteration 29Q: 3 clusters Score -3806582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3806537.750000 Penalty: 4871.930176
	Iteration 30Q: 3 clusters Score -3806538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3806543.000000 Penalty: 4871.930176
	Iteration 31Q: 3 clusters Score -3806543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3806527.250000 Penalty: 4871.930176
	Iteration 32Q: 3 clusters Score -3806527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3806525.250000 Penalty: 4871.930176
	Iteration 33Q: 3 clusters Score -3806525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3806532.750000 Penalty: 4871.930176
	Iteration 34Q: 3 clusters Score -3806533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3806543.000000 Penalty: 4871.930176
	Iteration 35Q: 3 clusters Score -3806543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3806543.000000 Penalty: 4871.930176
	Iteration 36F: 3 clusters Score -3806543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Entering Unmasked Estep 
Score: -3731033.750000 Penalty: 2430.747070
	Iteration 0F: 2 clusters Score -3731034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3719503.250000 Penalty: 4861.494141
	Iteration 0F: 3 clusters Score -3719503 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3723648.250000 Penalty: 4861.494141
	Iteration 1F: 3 clusters Score -3723648 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3723990.250000 Penalty: 4861.494141
	Iteration 2F: 3 clusters Score -3723990 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3724292.500000 Penalty: 4861.494141
	Iteration 3Q: 3 clusters Score -3724292 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3724596.500000 Penalty: 4861.494141
	Iteration 4Q: 3 clusters Score -3724596 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3724958.750000 Penalty: 4861.494141
	Iteration 5Q: 3 clusters Score -3724959 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3725403.750000 Penalty: 4861.494141
	Iteration 6F: 3 clusters Score -3725404 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3726047.500000 Penalty: 4861.494141
	Iteration 7F: 3 clusters Score -3726048 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3726834.250000 Penalty: 4861.494141
	Iteration 8F: 3 clusters Score -3726834 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3727727.500000 Penalty: 4861.494141
	Iteration 9F: 3 clusters Score -3727728 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3728364.750000 Penalty: 4861.494141
	Iteration 10F: 3 clusters Score -3728365 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3728689.750000 Penalty: 4861.494141
	Iteration 11Q: 3 clusters Score -3728690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3728821.750000 Penalty: 4861.494141
	Iteration 12Q: 3 clusters Score -3728822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -3728799.000000 Penalty: 4861.494141
	Iteration 13Q: 3 clusters Score -3728799 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3728846.750000 Penalty: 4861.494141
	Iteration 14Q: 3 clusters Score -3728847 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3728773.250000 Penalty: 4861.494141
	Iteration 15Q: 3 clusters Score -3728773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3728780.500000 Penalty: 4861.494141
	Iteration 16Q: 3 clusters Score -3728780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3728750.750000 Penalty: 4861.494141
	Iteration 17Q: 3 clusters Score -3728751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3728789.750000 Penalty: 4861.494141
	Iteration 18Q: 3 clusters Score -3728790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3728829.500000 Penalty: 4861.494141
	Iteration 19Q: 3 clusters Score -3728830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3728820.500000 Penalty: 4861.494141
	Iteration 20F: 3 clusters Score -3728820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -3728755.500000 Penalty: 4861.494141
	Iteration 21Q: 3 clusters Score -3728756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3728742.250000 Penalty: 4861.494141
	Iteration 22Q: 3 clusters Score -3728742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3728730.000000 Penalty: 4861.494141
	Iteration 23Q: 3 clusters Score -3728730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3728769.500000 Penalty: 4861.494141
	Iteration 24Q: 3 clusters Score -3728770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3728735.250000 Penalty: 4861.494141
	Iteration 25Q: 3 clusters Score -3728735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3728745.750000 Penalty: 4861.494141
	Iteration 26Q: 3 clusters Score -3728746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3728742.000000 Penalty: 4861.494141
	Iteration 27Q: 3 clusters Score -3728742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3728742.000000 Penalty: 4861.494141
	Iteration 28F: 3 clusters Score -3728742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (21747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Entering Unmasked Estep 
Score: -4463976.500000 Penalty: 2476.833252
	Iteration 0F: 2 clusters Score -4463976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4450788.000000 Penalty: 4953.666504
	Iteration 0F: 3 clusters Score -4450788 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4455825.000000 Penalty: 4953.666504
	Iteration 1F: 3 clusters Score -4455825 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4456187.000000 Penalty: 4953.666504
	Iteration 2Q: 3 clusters Score -4456187 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4456448.000000 Penalty: 4953.666504
	Iteration 3Q: 3 clusters Score -4456448 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4456667.500000 Penalty: 4953.666504
	Iteration 4Q: 3 clusters Score -4456668 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4456821.000000 Penalty: 4953.666504
	Iteration 5Q: 3 clusters Score -4456821 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4456987.500000 Penalty: 4953.666504
	Iteration 6Q: 3 clusters Score -4456988 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -4457088.000000 Penalty: 4953.666504
	Iteration 7Q: 3 clusters Score -4457088 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4457208.000000 Penalty: 4953.666504
	Iteration 8Q: 3 clusters Score -4457208 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4457337.000000 Penalty: 4953.666504
	Iteration 9Q: 3 clusters Score -4457337 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4457530.500000 Penalty: 4953.666504
	Iteration 10Q: 3 clusters Score -4457530 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4457811.000000 Penalty: 4953.666504
	Iteration 11Q: 3 clusters Score -4457811 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4458244.000000 Penalty: 4953.666504
	Iteration 12Q: 3 clusters Score -4458244 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4458740.000000 Penalty: 4953.666504
	Iteration 13Q: 3 clusters Score -4458740 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4459246.000000 Penalty: 4953.666504
	Iteration 14Q: 3 clusters Score -4459246 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -4459758.500000 Penalty: 4953.666504
	Iteration 15Q: 3 clusters Score -4459758 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4460094.500000 Penalty: 4953.666504
	Iteration 16Q: 3 clusters Score -4460094 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4460395.000000 Penalty: 4953.666504
	Iteration 17Q: 3 clusters Score -4460395 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4460624.500000 Penalty: 4953.666504
	Iteration 18Q: 3 clusters Score -4460624 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -4460796.000000 Penalty: 4953.666504
	Iteration 19Q: 3 clusters Score -4460796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4460921.500000 Penalty: 4953.666504
	Iteration 20F: 3 clusters Score -4460922 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4461024.000000 Penalty: 4953.666504
	Iteration 21Q: 3 clusters Score -4461024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4461117.500000 Penalty: 4953.666504
	Iteration 22Q: 3 clusters Score -4461118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -4461192.000000 Penalty: 4953.666504
	Iteration 23Q: 3 clusters Score -4461192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4461247.000000 Penalty: 4953.666504
	Iteration 24Q: 3 clusters Score -4461247 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4461282.500000 Penalty: 4953.666504
	Iteration 25Q: 3 clusters Score -4461282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4461322.000000 Penalty: 4953.666504
	Iteration 26Q: 3 clusters Score -4461322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4461369.500000 Penalty: 4953.666504
	Iteration 27Q: 3 clusters Score -4461370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4461408.500000 Penalty: 4953.666504
	Iteration 28Q: 3 clusters Score -4461408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4461427.500000 Penalty: 4953.666504
	Iteration 29Q: 3 clusters Score -4461428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4461443.000000 Penalty: 4953.666504
	Iteration 30Q: 3 clusters Score -4461443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4461475.500000 Penalty: 4953.666504
	Iteration 31Q: 3 clusters Score -4461476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4461514.000000 Penalty: 4953.666504
	Iteration 32Q: 3 clusters Score -4461514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4461534.500000 Penalty: 4953.666504
	Iteration 33Q: 3 clusters Score -4461534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -4461560.000000 Penalty: 4953.666504
	Iteration 34Q: 3 clusters Score -4461560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -4461588.000000 Penalty: 4953.666504
	Iteration 35Q: 3 clusters Score -4461588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -4461620.500000 Penalty: 4953.666504
	Iteration 36Q: 3 clusters Score -4461620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4461648.000000 Penalty: 4953.666504
	Iteration 37Q: 3 clusters Score -4461648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4461661.500000 Penalty: 4953.666504
	Iteration 38Q: 3 clusters Score -4461662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4461683.000000 Penalty: 4953.666504
	Iteration 39Q: 3 clusters Score -4461683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4461708.000000 Penalty: 4953.666504
	Iteration 40F: 3 clusters Score -4461708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4461719.500000 Penalty: 4953.666504
	Iteration 41Q: 3 clusters Score -4461720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4461732.500000 Penalty: 4953.666504
	Iteration 42Q: 3 clusters Score -4461732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4461742.000000 Penalty: 4953.666504
	Iteration 43Q: 3 clusters Score -4461742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -4461754.500000 Penalty: 4953.666504
	Iteration 44Q: 3 clusters Score -4461754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4461762.000000 Penalty: 4953.666504
	Iteration 45Q: 3 clusters Score -4461762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4461759.000000 Penalty: 4953.666504
	Iteration 46Q: 3 clusters Score -4461759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4461773.500000 Penalty: 4953.666504
	Iteration 47Q: 3 clusters Score -4461774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4461781.000000 Penalty: 4953.666504
	Iteration 48Q: 3 clusters Score -4461781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -4461794.000000 Penalty: 4953.666504
	Iteration 49Q: 3 clusters Score -4461794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4461804.500000 Penalty: 4953.666504
	Iteration 50Q: 3 clusters Score -4461804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4461814.000000 Penalty: 4953.666504
	Iteration 51Q: 3 clusters Score -4461814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4461814.000000 Penalty: 4953.666504
	Iteration 52Q: 3 clusters Score -4461814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4461821.500000 Penalty: 4953.666504
	Iteration 53Q: 3 clusters Score -4461822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4461826.000000 Penalty: 4953.666504
	Iteration 54Q: 3 clusters Score -4461826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4461825.000000 Penalty: 4953.666504
	Iteration 55Q: 3 clusters Score -4461825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4461828.500000 Penalty: 4953.666504
	Iteration 56Q: 3 clusters Score -4461828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4461828.000000 Penalty: 4953.666504
	Iteration 57Q: 3 clusters Score -4461828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4461830.500000 Penalty: 4953.666504
	Iteration 58Q: 3 clusters Score -4461830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4461831.000000 Penalty: 4953.666504
	Iteration 59Q: 3 clusters Score -4461831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4461831.000000 Penalty: 4953.666504
	Iteration 60F: 3 clusters Score -4461831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (16675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Entering Unmasked Estep 
Score: -3421029.000000 Penalty: 2410.973145
	Iteration 0F: 2 clusters Score -3421029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3410023.000000 Penalty: 4821.946289
	Iteration 0F: 3 clusters Score -3410023 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3413791.000000 Penalty: 4821.946289
	Iteration 1F: 3 clusters Score -3413791 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3414232.500000 Penalty: 4821.946289
	Iteration 2F: 3 clusters Score -3414232 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3414687.250000 Penalty: 4821.946289
	Iteration 3F: 3 clusters Score -3414687 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -3415206.000000 Penalty: 4821.946289
	Iteration 4F: 3 clusters Score -3415206 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3415782.750000 Penalty: 4821.946289
	Iteration 5F: 3 clusters Score -3415783 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3416353.500000 Penalty: 4821.946289
	Iteration 6F: 3 clusters Score -3416354 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3416902.750000 Penalty: 4821.946289
	Iteration 7F: 3 clusters Score -3416903 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3417460.000000 Penalty: 4821.946289
	Iteration 8Q: 3 clusters Score -3417460 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3417900.750000 Penalty: 4821.946289
	Iteration 9Q: 3 clusters Score -3417901 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3418253.750000 Penalty: 4821.946289
	Iteration 10Q: 3 clusters Score -3418254 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3418460.500000 Penalty: 4821.946289
	Iteration 11Q: 3 clusters Score -3418460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3418598.000000 Penalty: 4821.946289
	Iteration 12Q: 3 clusters Score -3418598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3418691.000000 Penalty: 4821.946289
	Iteration 13Q: 3 clusters Score -3418691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3418746.250000 Penalty: 4821.946289
	Iteration 14Q: 3 clusters Score -3418746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3418797.250000 Penalty: 4821.946289
	Iteration 15Q: 3 clusters Score -3418797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3418845.000000 Penalty: 4821.946289
	Iteration 16Q: 3 clusters Score -3418845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3418865.250000 Penalty: 4821.946289
	Iteration 17Q: 3 clusters Score -3418865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3418867.500000 Penalty: 4821.946289
	Iteration 18Q: 3 clusters Score -3418868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3418878.500000 Penalty: 4821.946289
	Iteration 19Q: 3 clusters Score -3418878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3418886.500000 Penalty: 4821.946289
	Iteration 20F: 3 clusters Score -3418886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3418886.000000 Penalty: 4821.946289
	Iteration 21Q: 3 clusters Score -3418886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3418886.000000 Penalty: 4821.946289
	Iteration 22F: 3 clusters Score -3418886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (18648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Entering Unmasked Estep 
Score: -3854285.000000 Penalty: 2438.706543
	Iteration 0F: 2 clusters Score -3854285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3842593.750000 Penalty: 4877.413086
	Iteration 0F: 3 clusters Score -3842594 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3846842.000000 Penalty: 4877.413086
	Iteration 1F: 3 clusters Score -3846842 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3847263.000000 Penalty: 4877.413086
	Iteration 2F: 3 clusters Score -3847263 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3847587.000000 Penalty: 4877.413086
	Iteration 3Q: 3 clusters Score -3847587 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3847905.750000 Penalty: 4877.413086
	Iteration 4Q: 3 clusters Score -3847906 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -3848143.250000 Penalty: 4877.413086
	Iteration 5Q: 3 clusters Score -3848143 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3848400.250000 Penalty: 4877.413086
	Iteration 6Q: 3 clusters Score -3848400 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3848663.750000 Penalty: 4877.413086
	Iteration 7Q: 3 clusters Score -3848664 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3848840.750000 Penalty: 4877.413086
	Iteration 8F: 3 clusters Score -3848841 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3849243.250000 Penalty: 4877.413086
	Iteration 9F: 3 clusters Score -3849243 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3849949.500000 Penalty: 4877.413086
	Iteration 10Q: 3 clusters Score -3849950 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3850555.750000 Penalty: 4877.413086
	Iteration 11Q: 3 clusters Score -3850556 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3851059.250000 Penalty: 4877.413086
	Iteration 12Q: 3 clusters Score -3851059 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3851378.250000 Penalty: 4877.413086
	Iteration 13Q: 3 clusters Score -3851378 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3851582.250000 Penalty: 4877.413086
	Iteration 14Q: 3 clusters Score -3851582 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3851715.250000 Penalty: 4877.413086
	Iteration 15Q: 3 clusters Score -3851715 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3851821.750000 Penalty: 4877.413086
	Iteration 16Q: 3 clusters Score -3851822 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3851871.500000 Penalty: 4877.413086
	Iteration 17Q: 3 clusters Score -3851872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3851928.500000 Penalty: 4877.413086
	Iteration 18Q: 3 clusters Score -3851928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3851966.000000 Penalty: 4877.413086
	Iteration 19Q: 3 clusters Score -3851966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3852007.250000 Penalty: 4877.413086
	Iteration 20F: 3 clusters Score -3852007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3852034.000000 Penalty: 4877.413086
	Iteration 21Q: 3 clusters Score -3852034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3852055.000000 Penalty: 4877.413086
	Iteration 22Q: 3 clusters Score -3852055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3852070.000000 Penalty: 4877.413086
	Iteration 23Q: 3 clusters Score -3852070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3852074.500000 Penalty: 4877.413086
	Iteration 24Q: 3 clusters Score -3852074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3852079.000000 Penalty: 4877.413086
	Iteration 25Q: 3 clusters Score -3852079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3852083.250000 Penalty: 4877.413086
	Iteration 26Q: 3 clusters Score -3852083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3852082.000000 Penalty: 4877.413086
	Iteration 27Q: 3 clusters Score -3852082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3852085.750000 Penalty: 4877.413086
	Iteration 28Q: 3 clusters Score -3852086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3852090.500000 Penalty: 4877.413086
	Iteration 29Q: 3 clusters Score -3852090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3852096.250000 Penalty: 4877.413086
	Iteration 30Q: 3 clusters Score -3852096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3852105.750000 Penalty: 4877.413086
	Iteration 31Q: 3 clusters Score -3852106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3852108.500000 Penalty: 4877.413086
	Iteration 32Q: 3 clusters Score -3852108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3852104.750000 Penalty: 4877.413086
	Iteration 33Q: 3 clusters Score -3852105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3852106.250000 Penalty: 4877.413086
	Iteration 34Q: 3 clusters Score -3852106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3852112.500000 Penalty: 4877.413086
	Iteration 35Q: 3 clusters Score -3852112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3852115.500000 Penalty: 4877.413086
	Iteration 36Q: 3 clusters Score -3852116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3852119.000000 Penalty: 4877.413086
	Iteration 37Q: 3 clusters Score -3852119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3852128.750000 Penalty: 4877.413086
	Iteration 38Q: 3 clusters Score -3852129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3852137.000000 Penalty: 4877.413086
	Iteration 39Q: 3 clusters Score -3852137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3852149.000000 Penalty: 4877.413086
	Iteration 40F: 3 clusters Score -3852149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3852152.500000 Penalty: 4877.413086
	Iteration 41Q: 3 clusters Score -3852152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3852160.000000 Penalty: 4877.413086
	Iteration 42Q: 3 clusters Score -3852160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3852164.250000 Penalty: 4877.413086
	Iteration 43Q: 3 clusters Score -3852164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3852161.000000 Penalty: 4877.413086
	Iteration 44Q: 3 clusters Score -3852161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3852161.000000 Penalty: 4877.413086
	Iteration 45Q: 3 clusters Score -3852161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3852161.000000 Penalty: 4877.413086
	Iteration 46F: 3 clusters Score -3852161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27452 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27077 members 
Mstep: Class 5 contains 25237 members 
Mstep: Class 6 contains 8031 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25492 members 
Mstep: Class 9 contains 14157 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25972 members 
Mstep: Class 12 contains 17736 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 26529 members 
Mstep: Class 15 contains 20085 members 
Mstep: Class 16 contains 13574 members 
Mstep: Class 17 contains 11104 members 
Mstep: Class 18 contains 26705 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27637 members 
Mstep: Class 21 contains 37095 members 
Mstep: Class 22 contains 42347 members 
Mstep: Class 23 contains 27701 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45643 members 
Mstep: Class 26 contains 15615 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23982 members 
Mstep: Class 29 contains 21334 members 
Mstep: Class 30 contains 22426 members 
Mstep: Class 31 contains 29022 members 
Mstep: Class 32 contains 9692 members 
Mstep: Class 33 contains 25262 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30373 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7816 members 
Mstep: Class 38 contains 26988 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17391 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20682 members 
Mstep: Class 43 contains 21407 members 
Mstep: Class 44 contains 20470 members 
Mstep: Class 45 contains 4041 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23400 members 
Mstep: Class 48 contains 19413 members 
Mstep: Class 49 contains 9632 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18059 members 
Mstep: Class 53 contains 21747 members 
Mstep: Class 54 contains 16675 members 
Mstep: Class 55 contains 18648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177457968.000000 Penalty: 187370.656250
Iteration 159Q: 56 clusters Score -1.77458e+08 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27416 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27167 members 
Mstep: Class 5 contains 25222 members 
Mstep: Class 6 contains 8048 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25501 members 
Mstep: Class 9 contains 14195 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25957 members 
Mstep: Class 12 contains 17713 members 
Mstep: Class 13 contains 21809 members 
Mstep: Class 14 contains 26486 members 
Mstep: Class 15 contains 20052 members 
Mstep: Class 16 contains 13469 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 26665 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27878 members 
Mstep: Class 21 contains 36972 members 
Mstep: Class 22 contains 42270 members 
Mstep: Class 23 contains 27679 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45607 members 
Mstep: Class 26 contains 15652 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 23974 members 
Mstep: Class 29 contains 21362 members 
Mstep: Class 30 contains 22358 members 
Mstep: Class 31 contains 28983 members 
Mstep: Class 32 contains 9810 members 
Mstep: Class 33 contains 25279 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30039 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7822 members 
Mstep: Class 38 contains 27019 members 
Mstep: Class 39 contains 170 members 
Mstep: Class 40 contains 17433 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20664 members 
Mstep: Class 43 contains 21469 members 
Mstep: Class 44 contains 20477 members 
Mstep: Class 45 contains 4039 members 
Mstep: Class 46 contains 128 members 
Mstep: Class 47 contains 23372 members 
Mstep: Class 48 contains 19458 members 
Mstep: Class 49 contains 9808 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18350 members 
Mstep: Class 52 contains 18140 members 
Mstep: Class 53 contains 21756 members 
Mstep: Class 54 contains 16737 members 
Mstep: Class 55 contains 18742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458192.000000 Penalty: 187370.656250
Iteration 160F: 56 clusters Score -1.774582e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27371 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27246 members 
Mstep: Class 5 contains 25225 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25477 members 
Mstep: Class 9 contains 14222 members 
Mstep: Class 10 contains 677 members 
Mstep: Class 11 contains 25943 members 
Mstep: Class 12 contains 17641 members 
Mstep: Class 13 contains 21751 members 
Mstep: Class 14 contains 26451 members 
Mstep: Class 15 contains 20018 members 
Mstep: Class 16 contains 13366 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 26632 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28099 members 
Mstep: Class 21 contains 36840 members 
Mstep: Class 22 contains 42167 members 
Mstep: Class 23 contains 27667 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45590 members 
Mstep: Class 26 contains 15659 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 23958 members 
Mstep: Class 29 contains 21398 members 
Mstep: Class 30 contains 22268 members 
Mstep: Class 31 contains 28924 members 
Mstep: Class 32 contains 9929 members 
Mstep: Class 33 contains 25297 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29732 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7828 members 
Mstep: Class 38 contains 27061 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17517 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20654 members 
Mstep: Class 43 contains 21513 members 
Mstep: Class 44 contains 20498 members 
Mstep: Class 45 contains 4042 members 
Mstep: Class 46 contains 132 members 
Mstep: Class 47 contains 23329 members 
Mstep: Class 48 contains 19521 members 
Mstep: Class 49 contains 10002 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18319 members 
Mstep: Class 52 contains 18203 members 
Mstep: Class 53 contains 21778 members 
Mstep: Class 54 contains 16800 members 
Mstep: Class 55 contains 18826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458512.000000 Penalty: 187370.656250
Iteration 161Q: 56 clusters Score -1.774585e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27294 members 
Mstep: Class 3 contains 1251 members 
Mstep: Class 4 contains 27347 members 
Mstep: Class 5 contains 25234 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25469 members 
Mstep: Class 9 contains 14245 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25936 members 
Mstep: Class 12 contains 17564 members 
Mstep: Class 13 contains 21699 members 
Mstep: Class 14 contains 26450 members 
Mstep: Class 15 contains 19997 members 
Mstep: Class 16 contains 13255 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 26597 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28332 members 
Mstep: Class 21 contains 36715 members 
Mstep: Class 22 contains 42060 members 
Mstep: Class 23 contains 27631 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45526 members 
Mstep: Class 26 contains 15677 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23935 members 
Mstep: Class 29 contains 21436 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 28887 members 
Mstep: Class 32 contains 10054 members 
Mstep: Class 33 contains 25310 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29488 members 
Mstep: Class 36 contains 1125 members 
Mstep: Class 37 contains 7832 members 
Mstep: Class 38 contains 27100 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17575 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20629 members 
Mstep: Class 43 contains 21541 members 
Mstep: Class 44 contains 20510 members 
Mstep: Class 45 contains 4044 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 23252 members 
Mstep: Class 48 contains 19546 members 
Mstep: Class 49 contains 10196 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18310 members 
Mstep: Class 52 contains 18239 members 
Mstep: Class 53 contains 21823 members 
Mstep: Class 54 contains 16870 members 
Mstep: Class 55 contains 18924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459104.000000 Penalty: 187370.656250
Iteration 162Q: 56 clusters Score -1.774591e+08 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27234 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27425 members 
Mstep: Class 5 contains 25233 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25458 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25904 members 
Mstep: Class 12 contains 17513 members 
Mstep: Class 13 contains 21685 members 
Mstep: Class 14 contains 26450 members 
Mstep: Class 15 contains 19967 members 
Mstep: Class 16 contains 13148 members 
Mstep: Class 17 contains 11130 members 
Mstep: Class 18 contains 26580 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28564 members 
Mstep: Class 21 contains 36624 members 
Mstep: Class 22 contains 41912 members 
Mstep: Class 23 contains 27610 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45477 members 
Mstep: Class 26 contains 15684 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23905 members 
Mstep: Class 29 contains 21491 members 
Mstep: Class 30 contains 22173 members 
Mstep: Class 31 contains 28873 members 
Mstep: Class 32 contains 10192 members 
Mstep: Class 33 contains 25279 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29285 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7838 members 
Mstep: Class 38 contains 27119 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17656 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20608 members 
Mstep: Class 43 contains 21581 members 
Mstep: Class 44 contains 20535 members 
Mstep: Class 45 contains 4034 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 23140 members 
Mstep: Class 48 contains 19559 members 
Mstep: Class 49 contains 10362 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18326 members 
Mstep: Class 52 contains 18238 members 
Mstep: Class 53 contains 21840 members 
Mstep: Class 54 contains 16938 members 
Mstep: Class 55 contains 19039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458416.000000 Penalty: 187370.656250
Iteration 163Q: 56 clusters Score -1.774584e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27150 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27512 members 
Mstep: Class 5 contains 25243 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25448 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25877 members 
Mstep: Class 12 contains 17460 members 
Mstep: Class 13 contains 21683 members 
Mstep: Class 14 contains 26431 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 26586 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28727 members 
Mstep: Class 21 contains 36544 members 
Mstep: Class 22 contains 41767 members 
Mstep: Class 23 contains 27593 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 45447 members 
Mstep: Class 26 contains 15715 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23857 members 
Mstep: Class 29 contains 21517 members 
Mstep: Class 30 contains 22149 members 
Mstep: Class 31 contains 28865 members 
Mstep: Class 32 contains 10307 members 
Mstep: Class 33 contains 25281 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29081 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7844 members 
Mstep: Class 38 contains 27155 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17718 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20571 members 
Mstep: Class 43 contains 21614 members 
Mstep: Class 44 contains 20567 members 
Mstep: Class 45 contains 4033 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 23032 members 
Mstep: Class 48 contains 19561 members 
Mstep: Class 49 contains 10532 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18364 members 
Mstep: Class 52 contains 18254 members 
Mstep: Class 53 contains 21858 members 
Mstep: Class 54 contains 16995 members 
Mstep: Class 55 contains 19124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458688.000000 Penalty: 187370.656250
Iteration 164Q: 56 clusters Score -1.774587e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27093 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27625 members 
Mstep: Class 5 contains 25253 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25431 members 
Mstep: Class 9 contains 14306 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25852 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 21649 members 
Mstep: Class 14 contains 26414 members 
Mstep: Class 15 contains 19898 members 
Mstep: Class 16 contains 12943 members 
Mstep: Class 17 contains 11144 members 
Mstep: Class 18 contains 26587 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28895 members 
Mstep: Class 21 contains 36408 members 
Mstep: Class 22 contains 41640 members 
Mstep: Class 23 contains 27594 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 45406 members 
Mstep: Class 26 contains 15699 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23807 members 
Mstep: Class 29 contains 21538 members 
Mstep: Class 30 contains 22117 members 
Mstep: Class 31 contains 28888 members 
Mstep: Class 32 contains 10425 members 
Mstep: Class 33 contains 25296 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28875 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7848 members 
Mstep: Class 38 contains 27162 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17806 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20510 members 
Mstep: Class 43 contains 21647 members 
Mstep: Class 44 contains 20615 members 
Mstep: Class 45 contains 4031 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22964 members 
Mstep: Class 48 contains 19568 members 
Mstep: Class 49 contains 10699 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18359 members 
Mstep: Class 52 contains 18274 members 
Mstep: Class 53 contains 21889 members 
Mstep: Class 54 contains 17034 members 
Mstep: Class 55 contains 19191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459008.000000 Penalty: 187370.656250
Iteration 165Q: 56 clusters Score -1.77459e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27035 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27743 members 
Mstep: Class 5 contains 25254 members 
Mstep: Class 6 contains 8168 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 14325 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25814 members 
Mstep: Class 12 contains 17450 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 26394 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 12849 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 26601 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29039 members 
Mstep: Class 21 contains 36302 members 
Mstep: Class 22 contains 41509 members 
Mstep: Class 23 contains 27617 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 45360 members 
Mstep: Class 26 contains 15670 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23745 members 
Mstep: Class 29 contains 21571 members 
Mstep: Class 30 contains 22085 members 
Mstep: Class 31 contains 28851 members 
Mstep: Class 32 contains 10568 members 
Mstep: Class 33 contains 25284 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28714 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7851 members 
Mstep: Class 38 contains 27160 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17890 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20460 members 
Mstep: Class 43 contains 21681 members 
Mstep: Class 44 contains 20659 members 
Mstep: Class 45 contains 4024 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22902 members 
Mstep: Class 48 contains 19559 members 
Mstep: Class 49 contains 10901 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18339 members 
Mstep: Class 52 contains 18272 members 
Mstep: Class 53 contains 21912 members 
Mstep: Class 54 contains 17065 members 
Mstep: Class 55 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459024.000000 Penalty: 187370.656250
Iteration 166Q: 56 clusters Score -1.77459e+08 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27872 members 
Mstep: Class 5 contains 25264 members 
Mstep: Class 6 contains 8185 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25420 members 
Mstep: Class 9 contains 14337 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25776 members 
Mstep: Class 12 contains 17437 members 
Mstep: Class 13 contains 21602 members 
Mstep: Class 14 contains 26356 members 
Mstep: Class 15 contains 19844 members 
Mstep: Class 16 contains 12749 members 
Mstep: Class 17 contains 11166 members 
Mstep: Class 18 contains 26611 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29158 members 
Mstep: Class 21 contains 36181 members 
Mstep: Class 22 contains 41393 members 
Mstep: Class 23 contains 27620 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 45340 members 
Mstep: Class 26 contains 15642 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23687 members 
Mstep: Class 29 contains 21616 members 
Mstep: Class 30 contains 22080 members 
Mstep: Class 31 contains 28828 members 
Mstep: Class 32 contains 10712 members 
Mstep: Class 33 contains 25274 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28605 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 7854 members 
Mstep: Class 38 contains 27168 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17971 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20421 members 
Mstep: Class 43 contains 21725 members 
Mstep: Class 44 contains 20710 members 
Mstep: Class 45 contains 4024 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22823 members 
Mstep: Class 48 contains 19541 members 
Mstep: Class 49 contains 11099 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18318 members 
Mstep: Class 52 contains 18257 members 
Mstep: Class 53 contains 21921 members 
Mstep: Class 54 contains 17087 members 
Mstep: Class 55 contains 19321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458976.000000 Penalty: 187370.656250
Iteration 167Q: 56 clusters Score -1.77459e+08 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26917 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 27963 members 
Mstep: Class 5 contains 25274 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25408 members 
Mstep: Class 9 contains 14359 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25744 members 
Mstep: Class 12 contains 17433 members 
Mstep: Class 13 contains 21590 members 
Mstep: Class 14 contains 26332 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 12675 members 
Mstep: Class 17 contains 11173 members 
Mstep: Class 18 contains 26593 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29234 members 
Mstep: Class 21 contains 36104 members 
Mstep: Class 22 contains 41254 members 
Mstep: Class 23 contains 27637 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 45323 members 
Mstep: Class 26 contains 15609 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23622 members 
Mstep: Class 29 contains 21668 members 
Mstep: Class 30 contains 22046 members 
Mstep: Class 31 contains 28797 members 
Mstep: Class 32 contains 10837 members 
Mstep: Class 33 contains 25264 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28529 members 
Mstep: Class 36 contains 1124 members 
Mstep: Class 37 contains 7856 members 
Mstep: Class 38 contains 27181 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18047 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20398 members 
Mstep: Class 43 contains 21764 members 
Mstep: Class 44 contains 20733 members 
Mstep: Class 45 contains 4020 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22752 members 
Mstep: Class 48 contains 19529 members 
Mstep: Class 49 contains 11315 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18244 members 
Mstep: Class 53 contains 21935 members 
Mstep: Class 54 contains 17101 members 
Mstep: Class 55 contains 19361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177458912.000000 Penalty: 187370.656250
Iteration 168Q: 56 clusters Score -1.774589e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26851 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28074 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25402 members 
Mstep: Class 9 contains 14369 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25683 members 
Mstep: Class 12 contains 17431 members 
Mstep: Class 13 contains 21573 members 
Mstep: Class 14 contains 26303 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12580 members 
Mstep: Class 17 contains 11175 members 
Mstep: Class 18 contains 26581 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29269 members 
Mstep: Class 21 contains 35982 members 
Mstep: Class 22 contains 41153 members 
Mstep: Class 23 contains 27632 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 45289 members 
Mstep: Class 26 contains 15569 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23593 members 
Mstep: Class 29 contains 21742 members 
Mstep: Class 30 contains 21996 members 
Mstep: Class 31 contains 28808 members 
Mstep: Class 32 contains 10989 members 
Mstep: Class 33 contains 25244 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28497 members 
Mstep: Class 36 contains 1122 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 27185 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18129 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20379 members 
Mstep: Class 43 contains 21795 members 
Mstep: Class 44 contains 20763 members 
Mstep: Class 45 contains 4016 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22665 members 
Mstep: Class 48 contains 19563 members 
Mstep: Class 49 contains 11523 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18303 members 
Mstep: Class 52 contains 18237 members 
Mstep: Class 53 contains 21945 members 
Mstep: Class 54 contains 17113 members 
Mstep: Class 55 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459008.000000 Penalty: 187370.656250
Iteration 169Q: 56 clusters Score -1.77459e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26780 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28143 members 
Mstep: Class 5 contains 25326 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25411 members 
Mstep: Class 9 contains 14394 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25617 members 
Mstep: Class 12 contains 17445 members 
Mstep: Class 13 contains 21560 members 
Mstep: Class 14 contains 26279 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 11169 members 
Mstep: Class 18 contains 26611 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29290 members 
Mstep: Class 21 contains 35836 members 
Mstep: Class 22 contains 41036 members 
Mstep: Class 23 contains 27669 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 45248 members 
Mstep: Class 26 contains 15537 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23574 members 
Mstep: Class 29 contains 21799 members 
Mstep: Class 30 contains 21971 members 
Mstep: Class 31 contains 28815 members 
Mstep: Class 32 contains 11154 members 
Mstep: Class 33 contains 25223 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28483 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 7862 members 
Mstep: Class 38 contains 27186 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18205 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20357 members 
Mstep: Class 43 contains 21814 members 
Mstep: Class 44 contains 20772 members 
Mstep: Class 45 contains 4017 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22590 members 
Mstep: Class 48 contains 19579 members 
Mstep: Class 49 contains 11711 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18282 members 
Mstep: Class 52 contains 18244 members 
Mstep: Class 53 contains 21931 members 
Mstep: Class 54 contains 17141 members 
Mstep: Class 55 contains 19422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459136.000000 Penalty: 187370.656250
Iteration 170Q: 56 clusters Score -1.774591e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26722 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28227 members 
Mstep: Class 5 contains 25364 members 
Mstep: Class 6 contains 8265 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25421 members 
Mstep: Class 9 contains 14414 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25550 members 
Mstep: Class 12 contains 17445 members 
Mstep: Class 13 contains 21533 members 
Mstep: Class 14 contains 26249 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 12321 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 18 contains 26642 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29271 members 
Mstep: Class 21 contains 35718 members 
Mstep: Class 22 contains 40922 members 
Mstep: Class 23 contains 27686 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 45234 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23534 members 
Mstep: Class 29 contains 21844 members 
Mstep: Class 30 contains 21952 members 
Mstep: Class 31 contains 28812 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 25152 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28465 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 7865 members 
Mstep: Class 38 contains 27178 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18282 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20353 members 
Mstep: Class 43 contains 21870 members 
Mstep: Class 44 contains 20776 members 
Mstep: Class 45 contains 4015 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22510 members 
Mstep: Class 48 contains 19599 members 
Mstep: Class 49 contains 11924 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18291 members 
Mstep: Class 52 contains 18241 members 
Mstep: Class 53 contains 21919 members 
Mstep: Class 54 contains 17172 members 
Mstep: Class 55 contains 19473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459840.000000 Penalty: 187370.656250
Iteration 171Q: 56 clusters Score -1.774598e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26683 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28335 members 
Mstep: Class 5 contains 25410 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25425 members 
Mstep: Class 9 contains 14432 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25516 members 
Mstep: Class 12 contains 17435 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 26214 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 12186 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 26670 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29253 members 
Mstep: Class 21 contains 35570 members 
Mstep: Class 22 contains 40792 members 
Mstep: Class 23 contains 27699 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 45237 members 
Mstep: Class 26 contains 15467 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23455 members 
Mstep: Class 29 contains 21881 members 
Mstep: Class 30 contains 21952 members 
Mstep: Class 31 contains 28827 members 
Mstep: Class 32 contains 11508 members 
Mstep: Class 33 contains 25096 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28425 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 7863 members 
Mstep: Class 38 contains 27164 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18365 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20335 members 
Mstep: Class 43 contains 21909 members 
Mstep: Class 44 contains 20790 members 
Mstep: Class 45 contains 4013 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22426 members 
Mstep: Class 48 contains 19574 members 
Mstep: Class 49 contains 12123 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18322 members 
Mstep: Class 52 contains 18241 members 
Mstep: Class 53 contains 21921 members 
Mstep: Class 54 contains 17211 members 
Mstep: Class 55 contains 19505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459984.000000 Penalty: 187370.656250
Iteration 172Q: 56 clusters Score -1.7746e+08 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26638 members 
Mstep: Class 3 contains 1251 members 
Mstep: Class 4 contains 28422 members 
Mstep: Class 5 contains 25449 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25429 members 
Mstep: Class 9 contains 14457 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 17443 members 
Mstep: Class 13 contains 21568 members 
Mstep: Class 14 contains 26172 members 
Mstep: Class 15 contains 19714 members 
Mstep: Class 16 contains 12083 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 26690 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29189 members 
Mstep: Class 21 contains 35445 members 
Mstep: Class 22 contains 40715 members 
Mstep: Class 23 contains 27691 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 45256 members 
Mstep: Class 26 contains 15427 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23379 members 
Mstep: Class 29 contains 21906 members 
Mstep: Class 30 contains 21965 members 
Mstep: Class 31 contains 28840 members 
Mstep: Class 32 contains 11701 members 
Mstep: Class 33 contains 25040 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28396 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 7864 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18419 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20323 members 
Mstep: Class 43 contains 21949 members 
Mstep: Class 44 contains 20793 members 
Mstep: Class 45 contains 4009 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22345 members 
Mstep: Class 48 contains 19561 members 
Mstep: Class 49 contains 12320 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18357 members 
Mstep: Class 52 contains 18225 members 
Mstep: Class 53 contains 21902 members 
Mstep: Class 54 contains 17255 members 
Mstep: Class 55 contains 19542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460176.000000 Penalty: 187370.656250
Iteration 173Q: 56 clusters Score -1.774602e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26619 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 25478 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25398 members 
Mstep: Class 9 contains 14498 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25430 members 
Mstep: Class 12 contains 17451 members 
Mstep: Class 13 contains 21586 members 
Mstep: Class 14 contains 26133 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 11994 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 26693 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29117 members 
Mstep: Class 21 contains 35322 members 
Mstep: Class 22 contains 40627 members 
Mstep: Class 23 contains 27656 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 45279 members 
Mstep: Class 26 contains 15353 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23318 members 
Mstep: Class 29 contains 21895 members 
Mstep: Class 30 contains 21966 members 
Mstep: Class 31 contains 28852 members 
Mstep: Class 32 contains 11920 members 
Mstep: Class 33 contains 24955 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28387 members 
Mstep: Class 36 contains 1119 members 
Mstep: Class 37 contains 7868 members 
Mstep: Class 38 contains 27180 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18493 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20295 members 
Mstep: Class 43 contains 21987 members 
Mstep: Class 44 contains 20791 members 
Mstep: Class 45 contains 4011 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22289 members 
Mstep: Class 48 contains 19542 members 
Mstep: Class 49 contains 12526 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18390 members 
Mstep: Class 52 contains 18227 members 
Mstep: Class 53 contains 21911 members 
Mstep: Class 54 contains 17302 members 
Mstep: Class 55 contains 19577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177459680.000000 Penalty: 187370.656250
Iteration 174Q: 56 clusters Score -1.774597e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26583 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28613 members 
Mstep: Class 5 contains 25499 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25370 members 
Mstep: Class 9 contains 14542 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25397 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 21596 members 
Mstep: Class 14 contains 26117 members 
Mstep: Class 15 contains 19661 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 26708 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 29037 members 
Mstep: Class 21 contains 35218 members 
Mstep: Class 22 contains 40563 members 
Mstep: Class 23 contains 27595 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 45260 members 
Mstep: Class 26 contains 15264 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23238 members 
Mstep: Class 29 contains 21913 members 
Mstep: Class 30 contains 21969 members 
Mstep: Class 31 contains 28847 members 
Mstep: Class 32 contains 12122 members 
Mstep: Class 33 contains 24917 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28396 members 
Mstep: Class 36 contains 1118 members 
Mstep: Class 37 contains 7874 members 
Mstep: Class 38 contains 27212 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18560 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20277 members 
Mstep: Class 43 contains 22044 members 
Mstep: Class 44 contains 20793 members 
Mstep: Class 45 contains 4005 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22219 members 
Mstep: Class 48 contains 19517 members 
Mstep: Class 49 contains 12713 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18439 members 
Mstep: Class 52 contains 18220 members 
Mstep: Class 53 contains 21913 members 
Mstep: Class 54 contains 17345 members 
Mstep: Class 55 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460208.000000 Penalty: 187370.656250
Iteration 175Q: 56 clusters Score -1.774602e+08 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26555 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28680 members 
Mstep: Class 5 contains 25525 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25368 members 
Mstep: Class 9 contains 14587 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25355 members 
Mstep: Class 12 contains 17470 members 
Mstep: Class 13 contains 21583 members 
Mstep: Class 14 contains 26113 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 11137 members 
Mstep: Class 18 contains 26742 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 35144 members 
Mstep: Class 22 contains 40491 members 
Mstep: Class 23 contains 27567 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 45225 members 
Mstep: Class 26 contains 15171 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23157 members 
Mstep: Class 29 contains 21921 members 
Mstep: Class 30 contains 21981 members 
Mstep: Class 31 contains 28844 members 
Mstep: Class 32 contains 12337 members 
Mstep: Class 33 contains 24816 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28409 members 
Mstep: Class 36 contains 1117 members 
Mstep: Class 37 contains 7879 members 
Mstep: Class 38 contains 27228 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18632 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20251 members 
Mstep: Class 43 contains 22094 members 
Mstep: Class 44 contains 20784 members 
Mstep: Class 45 contains 3998 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22117 members 
Mstep: Class 48 contains 19515 members 
Mstep: Class 49 contains 12912 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18501 members 
Mstep: Class 52 contains 18215 members 
Mstep: Class 53 contains 21930 members 
Mstep: Class 54 contains 17384 members 
Mstep: Class 55 contains 19635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460128.000000 Penalty: 187370.656250
Iteration 176Q: 56 clusters Score -1.774601e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26510 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 28722 members 
Mstep: Class 5 contains 25557 members 
Mstep: Class 6 contains 8304 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25375 members 
Mstep: Class 9 contains 14620 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25286 members 
Mstep: Class 12 contains 17507 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 26110 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 26799 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28862 members 
Mstep: Class 21 contains 35069 members 
Mstep: Class 22 contains 40369 members 
Mstep: Class 23 contains 27520 members 
Mstep: Class 24 contains 2169 members 
Mstep: Class 25 contains 45204 members 
Mstep: Class 26 contains 15116 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 23060 members 
Mstep: Class 29 contains 21926 members 
Mstep: Class 30 contains 21988 members 
Mstep: Class 31 contains 28824 members 
Mstep: Class 32 contains 12562 members 
Mstep: Class 33 contains 24704 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28481 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 27251 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18712 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20229 members 
Mstep: Class 43 contains 22172 members 
Mstep: Class 44 contains 20791 members 
Mstep: Class 45 contains 3998 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 22025 members 
Mstep: Class 48 contains 19497 members 
Mstep: Class 49 contains 13090 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18575 members 
Mstep: Class 52 contains 18210 members 
Mstep: Class 53 contains 21925 members 
Mstep: Class 54 contains 17427 members 
Mstep: Class 55 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460256.000000 Penalty: 187370.656250
Iteration 177Q: 56 clusters Score -1.774603e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26473 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28767 members 
Mstep: Class 5 contains 25564 members 
Mstep: Class 6 contains 8306 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25383 members 
Mstep: Class 9 contains 14655 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25228 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 13 contains 21582 members 
Mstep: Class 14 contains 26111 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 16 contains 11658 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 26903 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28761 members 
Mstep: Class 21 contains 34974 members 
Mstep: Class 22 contains 40280 members 
Mstep: Class 23 contains 27475 members 
Mstep: Class 24 contains 2169 members 
Mstep: Class 25 contains 45190 members 
Mstep: Class 26 contains 15065 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22975 members 
Mstep: Class 29 contains 21925 members 
Mstep: Class 30 contains 21994 members 
Mstep: Class 31 contains 28816 members 
Mstep: Class 32 contains 12804 members 
Mstep: Class 33 contains 24562 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28534 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7885 members 
Mstep: Class 38 contains 27252 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18776 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20203 members 
Mstep: Class 43 contains 22229 members 
Mstep: Class 44 contains 20786 members 
Mstep: Class 45 contains 3996 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21955 members 
Mstep: Class 48 contains 19465 members 
Mstep: Class 49 contains 13251 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18633 members 
Mstep: Class 52 contains 18220 members 
Mstep: Class 53 contains 21936 members 
Mstep: Class 54 contains 17478 members 
Mstep: Class 55 contains 19633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460640.000000 Penalty: 187370.656250
Iteration 178Q: 56 clusters Score -1.774606e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26422 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 25568 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25382 members 
Mstep: Class 9 contains 14698 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25168 members 
Mstep: Class 12 contains 17579 members 
Mstep: Class 13 contains 21591 members 
Mstep: Class 14 contains 26087 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 11582 members 
Mstep: Class 17 contains 11129 members 
Mstep: Class 18 contains 26975 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28665 members 
Mstep: Class 21 contains 34891 members 
Mstep: Class 22 contains 40230 members 
Mstep: Class 23 contains 27416 members 
Mstep: Class 24 contains 2168 members 
Mstep: Class 25 contains 45179 members 
Mstep: Class 26 contains 15006 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22881 members 
Mstep: Class 29 contains 21918 members 
Mstep: Class 30 contains 21987 members 
Mstep: Class 31 contains 28825 members 
Mstep: Class 32 contains 13056 members 
Mstep: Class 33 contains 24450 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28580 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7894 members 
Mstep: Class 38 contains 27251 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18837 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20188 members 
Mstep: Class 43 contains 22289 members 
Mstep: Class 44 contains 20778 members 
Mstep: Class 45 contains 3992 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21892 members 
Mstep: Class 48 contains 19427 members 
Mstep: Class 49 contains 13389 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18702 members 
Mstep: Class 52 contains 18229 members 
Mstep: Class 53 contains 21949 members 
Mstep: Class 54 contains 17517 members 
Mstep: Class 55 contains 19622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460800.000000 Penalty: 187370.656250
Iteration 179Q: 56 clusters Score -1.774608e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26401 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28850 members 
Mstep: Class 5 contains 25583 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25396 members 
Mstep: Class 9 contains 14736 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25091 members 
Mstep: Class 12 contains 17611 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 26059 members 
Mstep: Class 15 contains 19559 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 11124 members 
Mstep: Class 18 contains 27002 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28544 members 
Mstep: Class 21 contains 34851 members 
Mstep: Class 22 contains 40150 members 
Mstep: Class 23 contains 27368 members 
Mstep: Class 24 contains 2168 members 
Mstep: Class 25 contains 45188 members 
Mstep: Class 26 contains 14938 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22800 members 
Mstep: Class 29 contains 21919 members 
Mstep: Class 30 contains 21991 members 
Mstep: Class 31 contains 28812 members 
Mstep: Class 32 contains 13274 members 
Mstep: Class 33 contains 24347 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28633 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7895 members 
Mstep: Class 38 contains 27270 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18920 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20161 members 
Mstep: Class 43 contains 22355 members 
Mstep: Class 44 contains 20769 members 
Mstep: Class 45 contains 3992 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21799 members 
Mstep: Class 48 contains 19408 members 
Mstep: Class 49 contains 13565 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18748 members 
Mstep: Class 52 contains 18278 members 
Mstep: Class 53 contains 21949 members 
Mstep: Class 54 contains 17570 members 
Mstep: Class 55 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460848.000000 Penalty: 187370.656250
Iteration 180F: 56 clusters Score -1.774608e+08 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26344 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28862 members 
Mstep: Class 5 contains 25629 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25408 members 
Mstep: Class 9 contains 14761 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 25014 members 
Mstep: Class 12 contains 17641 members 
Mstep: Class 13 contains 21594 members 
Mstep: Class 14 contains 26051 members 
Mstep: Class 15 contains 19541 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 17 contains 11115 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28429 members 
Mstep: Class 21 contains 34785 members 
Mstep: Class 22 contains 40060 members 
Mstep: Class 23 contains 27345 members 
Mstep: Class 24 contains 2169 members 
Mstep: Class 25 contains 45195 members 
Mstep: Class 26 contains 14878 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22706 members 
Mstep: Class 29 contains 21918 members 
Mstep: Class 30 contains 21979 members 
Mstep: Class 31 contains 28801 members 
Mstep: Class 32 contains 13494 members 
Mstep: Class 33 contains 24223 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28684 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 7899 members 
Mstep: Class 38 contains 27291 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18996 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20116 members 
Mstep: Class 43 contains 22440 members 
Mstep: Class 44 contains 20751 members 
Mstep: Class 45 contains 3991 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21753 members 
Mstep: Class 48 contains 19395 members 
Mstep: Class 49 contains 13743 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18733 members 
Mstep: Class 52 contains 18314 members 
Mstep: Class 53 contains 21954 members 
Mstep: Class 54 contains 17626 members 
Mstep: Class 55 contains 19686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460688.000000 Penalty: 187370.656250
Iteration 181Q: 56 clusters Score -1.774607e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26301 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28871 members 
Mstep: Class 5 contains 25670 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25439 members 
Mstep: Class 9 contains 14778 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 21579 members 
Mstep: Class 14 contains 26069 members 
Mstep: Class 15 contains 19514 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 11115 members 
Mstep: Class 18 contains 27039 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28261 members 
Mstep: Class 21 contains 34704 members 
Mstep: Class 22 contains 39974 members 
Mstep: Class 23 contains 27329 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 45215 members 
Mstep: Class 26 contains 14847 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22587 members 
Mstep: Class 29 contains 21914 members 
Mstep: Class 30 contains 21964 members 
Mstep: Class 31 contains 28802 members 
Mstep: Class 32 contains 13739 members 
Mstep: Class 33 contains 24104 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28753 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 27311 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19081 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20087 members 
Mstep: Class 43 contains 22520 members 
Mstep: Class 44 contains 20736 members 
Mstep: Class 45 contains 3992 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21681 members 
Mstep: Class 48 contains 19394 members 
Mstep: Class 49 contains 13915 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18747 members 
Mstep: Class 52 contains 18354 members 
Mstep: Class 53 contains 21954 members 
Mstep: Class 54 contains 17657 members 
Mstep: Class 55 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460592.000000 Penalty: 187370.656250
Iteration 182Q: 56 clusters Score -1.774606e+08 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26280 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28910 members 
Mstep: Class 5 contains 25724 members 
Mstep: Class 6 contains 8362 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25459 members 
Mstep: Class 9 contains 14803 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24880 members 
Mstep: Class 12 contains 17640 members 
Mstep: Class 13 contains 21570 members 
Mstep: Class 14 contains 26047 members 
Mstep: Class 15 contains 19494 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 11130 members 
Mstep: Class 18 contains 27045 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 28106 members 
Mstep: Class 21 contains 34581 members 
Mstep: Class 22 contains 39890 members 
Mstep: Class 23 contains 27310 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 45239 members 
Mstep: Class 26 contains 14771 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22518 members 
Mstep: Class 29 contains 21916 members 
Mstep: Class 30 contains 21939 members 
Mstep: Class 31 contains 28805 members 
Mstep: Class 32 contains 13960 members 
Mstep: Class 33 contains 23969 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28817 members 
Mstep: Class 36 contains 1114 members 
Mstep: Class 37 contains 7901 members 
Mstep: Class 38 contains 27317 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19159 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20072 members 
Mstep: Class 43 contains 22607 members 
Mstep: Class 44 contains 20735 members 
Mstep: Class 45 contains 3994 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21600 members 
Mstep: Class 48 contains 19403 members 
Mstep: Class 49 contains 14097 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18751 members 
Mstep: Class 52 contains 18381 members 
Mstep: Class 53 contains 21932 members 
Mstep: Class 54 contains 17674 members 
Mstep: Class 55 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177460704.000000 Penalty: 187370.656250
Iteration 183Q: 56 clusters Score -1.774607e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26225 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28932 members 
Mstep: Class 5 contains 25759 members 
Mstep: Class 6 contains 8368 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25468 members 
Mstep: Class 9 contains 14830 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24850 members 
Mstep: Class 12 contains 17657 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 26032 members 
Mstep: Class 15 contains 19480 members 
Mstep: Class 16 contains 11273 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 18 contains 27051 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27959 members 
Mstep: Class 21 contains 34462 members 
Mstep: Class 22 contains 39792 members 
Mstep: Class 23 contains 27336 members 
Mstep: Class 24 contains 2166 members 
Mstep: Class 25 contains 45252 members 
Mstep: Class 26 contains 14721 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22417 members 
Mstep: Class 29 contains 21916 members 
Mstep: Class 30 contains 21920 members 
Mstep: Class 31 contains 28803 members 
Mstep: Class 32 contains 14162 members 
Mstep: Class 33 contains 23833 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28910 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 7905 members 
Mstep: Class 38 contains 27339 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19245 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20056 members 
Mstep: Class 43 contains 22711 members 
Mstep: Class 44 contains 20725 members 
Mstep: Class 45 contains 3991 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21492 members 
Mstep: Class 48 contains 19410 members 
Mstep: Class 49 contains 14285 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18766 members 
Mstep: Class 52 contains 18401 members 
Mstep: Class 53 contains 21924 members 
Mstep: Class 54 contains 17687 members 
Mstep: Class 55 contains 19916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461488.000000 Penalty: 187370.656250
Iteration 184Q: 56 clusters Score -1.774615e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26167 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28952 members 
Mstep: Class 5 contains 25809 members 
Mstep: Class 6 contains 8376 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25494 members 
Mstep: Class 9 contains 14846 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24834 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 21569 members 
Mstep: Class 14 contains 26034 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 18 contains 27038 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27786 members 
Mstep: Class 21 contains 34350 members 
Mstep: Class 22 contains 39689 members 
Mstep: Class 23 contains 27321 members 
Mstep: Class 24 contains 2167 members 
Mstep: Class 25 contains 45266 members 
Mstep: Class 26 contains 14645 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22331 members 
Mstep: Class 29 contains 21927 members 
Mstep: Class 30 contains 21906 members 
Mstep: Class 31 contains 28807 members 
Mstep: Class 32 contains 14370 members 
Mstep: Class 33 contains 23718 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29010 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7908 members 
Mstep: Class 38 contains 27359 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19334 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20063 members 
Mstep: Class 43 contains 22799 members 
Mstep: Class 44 contains 20719 members 
Mstep: Class 45 contains 3988 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21398 members 
Mstep: Class 48 contains 19407 members 
Mstep: Class 49 contains 14442 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18783 members 
Mstep: Class 52 contains 18416 members 
Mstep: Class 53 contains 21920 members 
Mstep: Class 54 contains 17709 members 
Mstep: Class 55 contains 19972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461696.000000 Penalty: 187370.656250
Iteration 185Q: 56 clusters Score -1.774617e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26101 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29006 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 8378 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25512 members 
Mstep: Class 9 contains 14855 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24801 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 21548 members 
Mstep: Class 14 contains 26022 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 11166 members 
Mstep: Class 18 contains 27000 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27649 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 39555 members 
Mstep: Class 23 contains 27270 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 45296 members 
Mstep: Class 26 contains 14575 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22255 members 
Mstep: Class 29 contains 21912 members 
Mstep: Class 30 contains 21899 members 
Mstep: Class 31 contains 28872 members 
Mstep: Class 32 contains 14583 members 
Mstep: Class 33 contains 23578 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29089 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7907 members 
Mstep: Class 38 contains 27383 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19420 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20041 members 
Mstep: Class 43 contains 22903 members 
Mstep: Class 44 contains 20702 members 
Mstep: Class 45 contains 3978 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21307 members 
Mstep: Class 48 contains 19418 members 
Mstep: Class 49 contains 14612 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18835 members 
Mstep: Class 52 contains 18431 members 
Mstep: Class 53 contains 21909 members 
Mstep: Class 54 contains 17747 members 
Mstep: Class 55 contains 20024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461904.000000 Penalty: 187370.656250
Iteration 186Q: 56 clusters Score -1.774619e+08 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26031 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29043 members 
Mstep: Class 5 contains 25916 members 
Mstep: Class 6 contains 8384 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25533 members 
Mstep: Class 9 contains 14846 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 21528 members 
Mstep: Class 14 contains 26033 members 
Mstep: Class 15 contains 19442 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 11185 members 
Mstep: Class 18 contains 26997 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27498 members 
Mstep: Class 21 contains 34201 members 
Mstep: Class 22 contains 39410 members 
Mstep: Class 23 contains 27252 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 45298 members 
Mstep: Class 26 contains 14532 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22193 members 
Mstep: Class 29 contains 21914 members 
Mstep: Class 30 contains 21887 members 
Mstep: Class 31 contains 28908 members 
Mstep: Class 32 contains 14771 members 
Mstep: Class 33 contains 23431 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29142 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7906 members 
Mstep: Class 38 contains 27395 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19491 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20000 members 
Mstep: Class 43 contains 23031 members 
Mstep: Class 44 contains 20694 members 
Mstep: Class 45 contains 3979 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21207 members 
Mstep: Class 48 contains 19437 members 
Mstep: Class 49 contains 14800 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18855 members 
Mstep: Class 52 contains 18460 members 
Mstep: Class 53 contains 21902 members 
Mstep: Class 54 contains 17772 members 
Mstep: Class 55 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177461728.000000 Penalty: 187370.656250
Iteration 187Q: 56 clusters Score -1.774617e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25956 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 25957 members 
Mstep: Class 6 contains 8390 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 14854 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24696 members 
Mstep: Class 12 contains 17719 members 
Mstep: Class 13 contains 21502 members 
Mstep: Class 14 contains 26025 members 
Mstep: Class 15 contains 19433 members 
Mstep: Class 16 contains 11072 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 27025 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27358 members 
Mstep: Class 21 contains 34149 members 
Mstep: Class 22 contains 39257 members 
Mstep: Class 23 contains 27199 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 45285 members 
Mstep: Class 26 contains 14499 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22123 members 
Mstep: Class 29 contains 21932 members 
Mstep: Class 30 contains 21872 members 
Mstep: Class 31 contains 28949 members 
Mstep: Class 32 contains 14970 members 
Mstep: Class 33 contains 23259 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29193 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7910 members 
Mstep: Class 38 contains 27435 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19553 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19983 members 
Mstep: Class 43 contains 23191 members 
Mstep: Class 44 contains 20704 members 
Mstep: Class 45 contains 3980 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21132 members 
Mstep: Class 48 contains 19433 members 
Mstep: Class 49 contains 14965 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18879 members 
Mstep: Class 52 contains 18487 members 
Mstep: Class 53 contains 21903 members 
Mstep: Class 54 contains 17783 members 
Mstep: Class 55 contains 20147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462432.000000 Penalty: 187370.656250
Iteration 188Q: 56 clusters Score -1.774624e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25880 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29081 members 
Mstep: Class 5 contains 26002 members 
Mstep: Class 6 contains 8400 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25538 members 
Mstep: Class 9 contains 14867 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24620 members 
Mstep: Class 12 contains 17724 members 
Mstep: Class 13 contains 21516 members 
Mstep: Class 14 contains 26014 members 
Mstep: Class 15 contains 19429 members 
Mstep: Class 16 contains 11020 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 27049 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27232 members 
Mstep: Class 21 contains 34071 members 
Mstep: Class 22 contains 39178 members 
Mstep: Class 23 contains 27147 members 
Mstep: Class 24 contains 2166 members 
Mstep: Class 25 contains 45272 members 
Mstep: Class 26 contains 14431 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22070 members 
Mstep: Class 29 contains 21954 members 
Mstep: Class 30 contains 21869 members 
Mstep: Class 31 contains 28978 members 
Mstep: Class 32 contains 15150 members 
Mstep: Class 33 contains 23117 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29261 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 7914 members 
Mstep: Class 38 contains 27468 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19618 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19980 members 
Mstep: Class 43 contains 23368 members 
Mstep: Class 44 contains 20712 members 
Mstep: Class 45 contains 3980 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 21034 members 
Mstep: Class 48 contains 19421 members 
Mstep: Class 49 contains 15126 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18903 members 
Mstep: Class 52 contains 18486 members 
Mstep: Class 53 contains 21886 members 
Mstep: Class 54 contains 17798 members 
Mstep: Class 55 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177462528.000000 Penalty: 187370.656250
Iteration 189Q: 56 clusters Score -1.774625e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25826 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29086 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 8401 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25543 members 
Mstep: Class 9 contains 14889 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24602 members 
Mstep: Class 12 contains 17713 members 
Mstep: Class 13 contains 21532 members 
Mstep: Class 14 contains 25985 members 
Mstep: Class 15 contains 19422 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 11213 members 
Mstep: Class 18 contains 27038 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27108 members 
Mstep: Class 21 contains 33953 members 
Mstep: Class 22 contains 39105 members 
Mstep: Class 23 contains 27132 members 
Mstep: Class 24 contains 2166 members 
Mstep: Class 25 contains 45275 members 
Mstep: Class 26 contains 14394 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 22022 members 
Mstep: Class 29 contains 21965 members 
Mstep: Class 30 contains 21840 members 
Mstep: Class 31 contains 28993 members 
Mstep: Class 32 contains 15332 members 
Mstep: Class 33 contains 22969 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29344 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7919 members 
Mstep: Class 38 contains 27509 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19676 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19987 members 
Mstep: Class 43 contains 23522 members 
Mstep: Class 44 contains 20706 members 
Mstep: Class 45 contains 3979 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20933 members 
Mstep: Class 48 contains 19403 members 
Mstep: Class 49 contains 15296 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18935 members 
Mstep: Class 52 contains 18503 members 
Mstep: Class 53 contains 21866 members 
Mstep: Class 54 contains 17818 members 
Mstep: Class 55 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463056.000000 Penalty: 187370.656250
Iteration 190Q: 56 clusters Score -1.774631e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25805 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29127 members 
Mstep: Class 5 contains 26076 members 
Mstep: Class 6 contains 8403 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25570 members 
Mstep: Class 9 contains 14895 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24553 members 
Mstep: Class 12 contains 17704 members 
Mstep: Class 13 contains 21550 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 19409 members 
Mstep: Class 16 contains 10886 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 27004 members 
Mstep: Class 21 contains 33843 members 
Mstep: Class 22 contains 39052 members 
Mstep: Class 23 contains 27103 members 
Mstep: Class 24 contains 2165 members 
Mstep: Class 25 contains 45248 members 
Mstep: Class 26 contains 14346 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 21971 members 
Mstep: Class 29 contains 22004 members 
Mstep: Class 30 contains 21798 members 
Mstep: Class 31 contains 28996 members 
Mstep: Class 32 contains 15496 members 
Mstep: Class 33 contains 22837 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29402 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 7923 members 
Mstep: Class 38 contains 27511 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19721 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20003 members 
Mstep: Class 43 contains 23699 members 
Mstep: Class 44 contains 20699 members 
Mstep: Class 45 contains 3983 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20849 members 
Mstep: Class 48 contains 19413 members 
Mstep: Class 49 contains 15461 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18957 members 
Mstep: Class 52 contains 18522 members 
Mstep: Class 53 contains 21838 members 
Mstep: Class 54 contains 17850 members 
Mstep: Class 55 contains 20268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463664.000000 Penalty: 187370.656250
Iteration 191Q: 56 clusters Score -1.774637e+08 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25788 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29146 members 
Mstep: Class 5 contains 26089 members 
Mstep: Class 6 contains 8408 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25576 members 
Mstep: Class 9 contains 14907 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 17716 members 
Mstep: Class 13 contains 21565 members 
Mstep: Class 14 contains 25924 members 
Mstep: Class 15 contains 19398 members 
Mstep: Class 16 contains 10815 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 26984 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26883 members 
Mstep: Class 21 contains 33767 members 
Mstep: Class 22 contains 39012 members 
Mstep: Class 23 contains 27081 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 45262 members 
Mstep: Class 26 contains 14309 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 21873 members 
Mstep: Class 29 contains 22037 members 
Mstep: Class 30 contains 21770 members 
Mstep: Class 31 contains 29003 members 
Mstep: Class 32 contains 15677 members 
Mstep: Class 33 contains 22729 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29425 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 7923 members 
Mstep: Class 38 contains 27525 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19793 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20015 members 
Mstep: Class 43 contains 23881 members 
Mstep: Class 44 contains 20698 members 
Mstep: Class 45 contains 3983 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20780 members 
Mstep: Class 48 contains 19410 members 
Mstep: Class 49 contains 15630 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18989 members 
Mstep: Class 52 contains 18503 members 
Mstep: Class 53 contains 21800 members 
Mstep: Class 54 contains 17888 members 
Mstep: Class 55 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463088.000000 Penalty: 187370.656250
Iteration 192Q: 56 clusters Score -1.774631e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25734 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29134 members 
Mstep: Class 5 contains 26087 members 
Mstep: Class 6 contains 8410 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25564 members 
Mstep: Class 9 contains 14915 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24461 members 
Mstep: Class 12 contains 17738 members 
Mstep: Class 13 contains 21566 members 
Mstep: Class 14 contains 25908 members 
Mstep: Class 15 contains 19384 members 
Mstep: Class 16 contains 10749 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 26924 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26781 members 
Mstep: Class 21 contains 33693 members 
Mstep: Class 22 contains 38952 members 
Mstep: Class 23 contains 27104 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 45269 members 
Mstep: Class 26 contains 14280 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 21806 members 
Mstep: Class 29 contains 22072 members 
Mstep: Class 30 contains 21753 members 
Mstep: Class 31 contains 29040 members 
Mstep: Class 32 contains 15879 members 
Mstep: Class 33 contains 22658 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29458 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 7923 members 
Mstep: Class 38 contains 27520 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19859 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20051 members 
Mstep: Class 43 contains 24034 members 
Mstep: Class 44 contains 20677 members 
Mstep: Class 45 contains 3982 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20735 members 
Mstep: Class 48 contains 19413 members 
Mstep: Class 49 contains 15805 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18987 members 
Mstep: Class 52 contains 18510 members 
Mstep: Class 53 contains 21771 members 
Mstep: Class 54 contains 17912 members 
Mstep: Class 55 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463728.000000 Penalty: 187370.656250
Iteration 193Q: 56 clusters Score -1.774637e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25737 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29108 members 
Mstep: Class 5 contains 26109 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25572 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24422 members 
Mstep: Class 12 contains 17748 members 
Mstep: Class 13 contains 21572 members 
Mstep: Class 14 contains 25860 members 
Mstep: Class 15 contains 19381 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 11239 members 
Mstep: Class 18 contains 26822 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26660 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 38905 members 
Mstep: Class 23 contains 27113 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 45264 members 
Mstep: Class 26 contains 14237 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 21752 members 
Mstep: Class 29 contains 22117 members 
Mstep: Class 30 contains 21741 members 
Mstep: Class 31 contains 29081 members 
Mstep: Class 32 contains 16039 members 
Mstep: Class 33 contains 22597 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29503 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7926 members 
Mstep: Class 38 contains 27504 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19921 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20064 members 
Mstep: Class 43 contains 24174 members 
Mstep: Class 44 contains 20687 members 
Mstep: Class 45 contains 3977 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20697 members 
Mstep: Class 48 contains 19414 members 
Mstep: Class 49 contains 15970 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 19008 members 
Mstep: Class 52 contains 18506 members 
Mstep: Class 53 contains 21738 members 
Mstep: Class 54 contains 17920 members 
Mstep: Class 55 contains 20244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177463760.000000 Penalty: 187370.656250
Iteration 194Q: 56 clusters Score -1.774638e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25717 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29111 members 
Mstep: Class 5 contains 26127 members 
Mstep: Class 6 contains 8421 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25586 members 
Mstep: Class 9 contains 14936 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24383 members 
Mstep: Class 12 contains 17746 members 
Mstep: Class 13 contains 21593 members 
Mstep: Class 14 contains 25807 members 
Mstep: Class 15 contains 19359 members 
Mstep: Class 16 contains 10642 members 
Mstep: Class 17 contains 11253 members 
Mstep: Class 18 contains 26761 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 33571 members 
Mstep: Class 22 contains 38879 members 
Mstep: Class 23 contains 27038 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 45289 members 
Mstep: Class 26 contains 14183 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21679 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 29136 members 
Mstep: Class 32 contains 16213 members 
Mstep: Class 33 contains 22565 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29539 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7927 members 
Mstep: Class 38 contains 27504 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19987 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20061 members 
Mstep: Class 43 contains 24300 members 
Mstep: Class 44 contains 20700 members 
Mstep: Class 45 contains 3974 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20672 members 
Mstep: Class 48 contains 19428 members 
Mstep: Class 49 contains 16104 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 19001 members 
Mstep: Class 52 contains 18525 members 
Mstep: Class 53 contains 21692 members 
Mstep: Class 54 contains 17927 members 
Mstep: Class 55 contains 20254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464272.000000 Penalty: 187370.656250
Iteration 195Q: 56 clusters Score -1.774643e+08 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25667 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29129 members 
Mstep: Class 5 contains 26141 members 
Mstep: Class 6 contains 8418 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25586 members 
Mstep: Class 9 contains 14958 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 17758 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 25744 members 
Mstep: Class 15 contains 19346 members 
Mstep: Class 16 contains 10594 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 26656 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26415 members 
Mstep: Class 21 contains 33476 members 
Mstep: Class 22 contains 38842 members 
Mstep: Class 23 contains 27014 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 45326 members 
Mstep: Class 26 contains 14114 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21626 members 
Mstep: Class 29 contains 22203 members 
Mstep: Class 30 contains 21674 members 
Mstep: Class 31 contains 29160 members 
Mstep: Class 32 contains 16430 members 
Mstep: Class 33 contains 22551 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29579 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 7930 members 
Mstep: Class 38 contains 27529 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20062 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20049 members 
Mstep: Class 43 contains 24399 members 
Mstep: Class 44 contains 20712 members 
Mstep: Class 45 contains 3961 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20631 members 
Mstep: Class 48 contains 19424 members 
Mstep: Class 49 contains 16253 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18995 members 
Mstep: Class 52 contains 18538 members 
Mstep: Class 53 contains 21667 members 
Mstep: Class 54 contains 17947 members 
Mstep: Class 55 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464256.000000 Penalty: 187370.656250
Iteration 196Q: 56 clusters Score -1.774643e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25565 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29120 members 
Mstep: Class 5 contains 26163 members 
Mstep: Class 6 contains 8424 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25581 members 
Mstep: Class 9 contains 14971 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24323 members 
Mstep: Class 12 contains 17759 members 
Mstep: Class 13 contains 21607 members 
Mstep: Class 14 contains 25690 members 
Mstep: Class 15 contains 19328 members 
Mstep: Class 16 contains 10537 members 
Mstep: Class 17 contains 11268 members 
Mstep: Class 18 contains 26538 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26302 members 
Mstep: Class 21 contains 33398 members 
Mstep: Class 22 contains 38839 members 
Mstep: Class 23 contains 26998 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 45348 members 
Mstep: Class 26 contains 14038 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21555 members 
Mstep: Class 29 contains 22243 members 
Mstep: Class 30 contains 21629 members 
Mstep: Class 31 contains 29193 members 
Mstep: Class 32 contains 16653 members 
Mstep: Class 33 contains 22565 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29639 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 7938 members 
Mstep: Class 38 contains 27551 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20129 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20040 members 
Mstep: Class 43 contains 24525 members 
Mstep: Class 44 contains 20721 members 
Mstep: Class 45 contains 3953 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20612 members 
Mstep: Class 48 contains 19420 members 
Mstep: Class 49 contains 16412 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18992 members 
Mstep: Class 52 contains 18550 members 
Mstep: Class 53 contains 21640 members 
Mstep: Class 54 contains 17965 members 
Mstep: Class 55 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464416.000000 Penalty: 187370.656250
Iteration 197Q: 56 clusters Score -1.774644e+08 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25496 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29093 members 
Mstep: Class 5 contains 26191 members 
Mstep: Class 6 contains 8436 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25578 members 
Mstep: Class 9 contains 15002 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24285 members 
Mstep: Class 12 contains 17788 members 
Mstep: Class 13 contains 21629 members 
Mstep: Class 14 contains 25633 members 
Mstep: Class 15 contains 19318 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 11272 members 
Mstep: Class 18 contains 26433 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26229 members 
Mstep: Class 21 contains 33319 members 
Mstep: Class 22 contains 38815 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 45354 members 
Mstep: Class 26 contains 13987 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21484 members 
Mstep: Class 29 contains 22289 members 
Mstep: Class 30 contains 21608 members 
Mstep: Class 31 contains 29200 members 
Mstep: Class 32 contains 16868 members 
Mstep: Class 33 contains 22611 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29681 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7940 members 
Mstep: Class 38 contains 27543 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20189 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20036 members 
Mstep: Class 43 contains 24654 members 
Mstep: Class 44 contains 20724 members 
Mstep: Class 45 contains 3948 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20578 members 
Mstep: Class 48 contains 19393 members 
Mstep: Class 49 contains 16543 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18998 members 
Mstep: Class 52 contains 18556 members 
Mstep: Class 53 contains 21582 members 
Mstep: Class 54 contains 17983 members 
Mstep: Class 55 contains 20259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464512.000000 Penalty: 187370.656250
Iteration 198Q: 56 clusters Score -1.774645e+08 nChanged 4053
Entering ConstructFrom: 
Score: -177464512.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -150798.515625 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -150798.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -148985.546875 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -148985.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -149194.656250 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -149194.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -149252.671875 Penalty: 3324.172363
	Iteration 2Q: 3 clusters Score -149252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -149271.687500 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -149271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -149288.437500 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -149288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -149301.343750 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -149301.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -149306.781250 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -149306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -149312.390625 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -149312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -149316.093750 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -149316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -149319.078125 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -149319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -149321.421875 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -149321.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -149325.109375 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -149325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -149325.109375 Penalty: 3324.172363
	Iteration 12F: 3 clusters Score -149325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Entering Unmasked Estep 
Score: -4907986.500000 Penalty: 2516.062500
	Iteration 0F: 2 clusters Score -4907986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4890606.000000 Penalty: 5032.125000
	Iteration 0F: 3 clusters Score -4890606 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4896659.000000 Penalty: 5032.125000
	Iteration 1F: 3 clusters Score -4896659 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4897110.500000 Penalty: 5032.125000
	Iteration 2F: 3 clusters Score -4897110 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4897581.000000 Penalty: 5032.125000
	Iteration 3Q: 3 clusters Score -4897581 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -4898068.000000 Penalty: 5032.125000
	Iteration 4Q: 3 clusters Score -4898068 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4898736.000000 Penalty: 5032.125000
	Iteration 5F: 3 clusters Score -4898736 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -4899758.000000 Penalty: 5032.125000
	Iteration 6F: 3 clusters Score -4899758 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -4901046.000000 Penalty: 5032.125000
	Iteration 7F: 3 clusters Score -4901046 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4902357.000000 Penalty: 5032.125000
	Iteration 8F: 3 clusters Score -4902357 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4903690.500000 Penalty: 5032.125000
	Iteration 9Q: 3 clusters Score -4903690 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4904712.000000 Penalty: 5032.125000
	Iteration 10Q: 3 clusters Score -4904712 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4905221.000000 Penalty: 5032.125000
	Iteration 11Q: 3 clusters Score -4905221 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4905507.000000 Penalty: 5032.125000
	Iteration 12Q: 3 clusters Score -4905507 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4905669.500000 Penalty: 5032.125000
	Iteration 13Q: 3 clusters Score -4905670 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4905752.500000 Penalty: 5032.125000
	Iteration 14Q: 3 clusters Score -4905752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4905769.000000 Penalty: 5032.125000
	Iteration 15Q: 3 clusters Score -4905769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4905795.000000 Penalty: 5032.125000
	Iteration 16Q: 3 clusters Score -4905795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4905798.500000 Penalty: 5032.125000
	Iteration 17Q: 3 clusters Score -4905798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4905817.000000 Penalty: 5032.125000
	Iteration 18Q: 3 clusters Score -4905817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4905824.000000 Penalty: 5032.125000
	Iteration 19Q: 3 clusters Score -4905824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4905824.000000 Penalty: 5032.125000
	Iteration 20F: 3 clusters Score -4905824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4905822.000000 Penalty: 5032.125000
	Iteration 21Q: 3 clusters Score -4905822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4905822.000000 Penalty: 5032.125000
	Iteration 22F: 3 clusters Score -4905822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -225399.718750 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -225399.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -223268.312500 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -223268.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -223681.546875 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -223681.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -223823.500000 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -223823.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -223901.953125 Penalty: 3536.528809
	Iteration 3Q: 3 clusters Score -223902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -223949.718750 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -223949.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -223971.531250 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -223971.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223986.390625 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -223986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -223992.734375 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -223992.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -224000.984375 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -224001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -224009.500000 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -224009.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -224013.296875 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -224013.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -224014.921875 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -224014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -224016.640625 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -224016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -224018.093750 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -224018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -224018.093750 Penalty: 3536.528809
	Iteration 14F: 3 clusters Score -224018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Entering Unmasked Estep 
Score: -5415902.500000 Penalty: 2548.972656
	Iteration 0F: 2 clusters Score -5415902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5396460.500000 Penalty: 5097.945312
	Iteration 0F: 3 clusters Score -5396460 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5403496.500000 Penalty: 5097.945312
	Iteration 1F: 3 clusters Score -5403496 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5403946.000000 Penalty: 5097.945312
	Iteration 2Q: 3 clusters Score -5403946 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -5404403.500000 Penalty: 5097.945312
	Iteration 3Q: 3 clusters Score -5404404 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5404954.000000 Penalty: 5097.945312
	Iteration 4Q: 3 clusters Score -5404954 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -5405691.500000 Penalty: 5097.945312
	Iteration 5Q: 3 clusters Score -5405692 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5406656.500000 Penalty: 5097.945312
	Iteration 6F: 3 clusters Score -5406656 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -5407904.000000 Penalty: 5097.945312
	Iteration 7F: 3 clusters Score -5407904 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -5409539.000000 Penalty: 5097.945312
	Iteration 8F: 3 clusters Score -5409539 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -5410989.500000 Penalty: 5097.945312
	Iteration 9F: 3 clusters Score -5410990 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5412079.000000 Penalty: 5097.945312
	Iteration 10Q: 3 clusters Score -5412079 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5412756.000000 Penalty: 5097.945312
	Iteration 11Q: 3 clusters Score -5412756 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5413110.000000 Penalty: 5097.945312
	Iteration 12Q: 3 clusters Score -5413110 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5413304.000000 Penalty: 5097.945312
	Iteration 13Q: 3 clusters Score -5413304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5413425.500000 Penalty: 5097.945312
	Iteration 14Q: 3 clusters Score -5413426 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5413506.500000 Penalty: 5097.945312
	Iteration 15Q: 3 clusters Score -5413506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -5413569.500000 Penalty: 5097.945312
	Iteration 16Q: 3 clusters Score -5413570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -5413588.000000 Penalty: 5097.945312
	Iteration 17Q: 3 clusters Score -5413588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -5413617.000000 Penalty: 5097.945312
	Iteration 18Q: 3 clusters Score -5413617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -5413636.500000 Penalty: 5097.945312
	Iteration 19Q: 3 clusters Score -5413636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5413642.000000 Penalty: 5097.945312
	Iteration 20F: 3 clusters Score -5413642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5413652.500000 Penalty: 5097.945312
	Iteration 21Q: 3 clusters Score -5413652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -5413660.000000 Penalty: 5097.945312
	Iteration 22Q: 3 clusters Score -5413660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5413661.500000 Penalty: 5097.945312
	Iteration 23Q: 3 clusters Score -5413662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5413683.000000 Penalty: 5097.945312
	Iteration 24Q: 3 clusters Score -5413683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5413691.500000 Penalty: 5097.945312
	Iteration 25Q: 3 clusters Score -5413692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5413695.500000 Penalty: 5097.945312
	Iteration 26Q: 3 clusters Score -5413696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5413695.500000 Penalty: 5097.945312
	Iteration 27Q: 3 clusters Score -5413696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -5413702.000000 Penalty: 5097.945312
	Iteration 28Q: 3 clusters Score -5413702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5413710.500000 Penalty: 5097.945312
	Iteration 29Q: 3 clusters Score -5413710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5413715.500000 Penalty: 5097.945312
	Iteration 30Q: 3 clusters Score -5413716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -5413720.500000 Penalty: 5097.945312
	Iteration 31Q: 3 clusters Score -5413720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5413726.500000 Penalty: 5097.945312
	Iteration 32Q: 3 clusters Score -5413726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -5413738.500000 Penalty: 5097.945312
	Iteration 33Q: 3 clusters Score -5413738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5413749.500000 Penalty: 5097.945312
	Iteration 34Q: 3 clusters Score -5413750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -5413759.500000 Penalty: 5097.945312
	Iteration 35Q: 3 clusters Score -5413760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5413766.000000 Penalty: 5097.945312
	Iteration 36Q: 3 clusters Score -5413766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5413768.500000 Penalty: 5097.945312
	Iteration 37Q: 3 clusters Score -5413768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -5413768.000000 Penalty: 5097.945312
	Iteration 38Q: 3 clusters Score -5413768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5413775.500000 Penalty: 5097.945312
	Iteration 39Q: 3 clusters Score -5413776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5413775.000000 Penalty: 5097.945312
	Iteration 40F: 3 clusters Score -5413775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -5413774.500000 Penalty: 5097.945312
	Iteration 41Q: 3 clusters Score -5413774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5413776.000000 Penalty: 5097.945312
	Iteration 42Q: 3 clusters Score -5413776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -5413776.000000 Penalty: 5097.945312
	Iteration 43F: 3 clusters Score -5413776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Entering Unmasked Estep 
Score: -4892310.500000 Penalty: 2523.069336
	Iteration 0F: 2 clusters Score -4892310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4874303.500000 Penalty: 5046.138672
	Iteration 0F: 3 clusters Score -4874304 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -4880536.500000 Penalty: 5046.138672
	Iteration 1F: 3 clusters Score -4880536 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4880861.000000 Penalty: 5046.138672
	Iteration 2Q: 3 clusters Score -4880861 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -4881175.500000 Penalty: 5046.138672
	Iteration 3Q: 3 clusters Score -4881176 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -4881433.500000 Penalty: 5046.138672
	Iteration 4Q: 3 clusters Score -4881434 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -4881642.500000 Penalty: 5046.138672
	Iteration 5Q: 3 clusters Score -4881642 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -4881813.500000 Penalty: 5046.138672
	Iteration 6Q: 3 clusters Score -4881814 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4882060.000000 Penalty: 5046.138672
	Iteration 7Q: 3 clusters Score -4882060 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -4882453.500000 Penalty: 5046.138672
	Iteration 8Q: 3 clusters Score -4882454 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4882959.000000 Penalty: 5046.138672
	Iteration 9Q: 3 clusters Score -4882959 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4883602.500000 Penalty: 5046.138672
	Iteration 10Q: 3 clusters Score -4883602 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -4884468.000000 Penalty: 5046.138672
	Iteration 11F: 3 clusters Score -4884468 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -4885578.500000 Penalty: 5046.138672
	Iteration 12F: 3 clusters Score -4885578 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4886902.500000 Penalty: 5046.138672
	Iteration 13F: 3 clusters Score -4886902 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4888061.000000 Penalty: 5046.138672
	Iteration 14Q: 3 clusters Score -4888061 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -4888837.500000 Penalty: 5046.138672
	Iteration 15Q: 3 clusters Score -4888838 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4889247.000000 Penalty: 5046.138672
	Iteration 16Q: 3 clusters Score -4889247 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4889563.500000 Penalty: 5046.138672
	Iteration 17Q: 3 clusters Score -4889564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4889755.000000 Penalty: 5046.138672
	Iteration 18Q: 3 clusters Score -4889755 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -4889910.000000 Penalty: 5046.138672
	Iteration 19Q: 3 clusters Score -4889910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4890029.000000 Penalty: 5046.138672
	Iteration 20F: 3 clusters Score -4890029 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4890135.000000 Penalty: 5046.138672
	Iteration 21Q: 3 clusters Score -4890135 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4890178.500000 Penalty: 5046.138672
	Iteration 22Q: 3 clusters Score -4890178 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4890244.500000 Penalty: 5046.138672
	Iteration 23Q: 3 clusters Score -4890244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4890293.500000 Penalty: 5046.138672
	Iteration 24Q: 3 clusters Score -4890294 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4890327.500000 Penalty: 5046.138672
	Iteration 25Q: 3 clusters Score -4890328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4890372.000000 Penalty: 5046.138672
	Iteration 26Q: 3 clusters Score -4890372 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -4890406.000000 Penalty: 5046.138672
	Iteration 27Q: 3 clusters Score -4890406 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4890427.000000 Penalty: 5046.138672
	Iteration 28Q: 3 clusters Score -4890427 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -4890459.500000 Penalty: 5046.138672
	Iteration 29Q: 3 clusters Score -4890460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4890487.000000 Penalty: 5046.138672
	Iteration 30Q: 3 clusters Score -4890487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4890503.500000 Penalty: 5046.138672
	Iteration 31Q: 3 clusters Score -4890504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4890508.000000 Penalty: 5046.138672
	Iteration 32Q: 3 clusters Score -4890508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4890519.500000 Penalty: 5046.138672
	Iteration 33Q: 3 clusters Score -4890520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4890532.000000 Penalty: 5046.138672
	Iteration 34Q: 3 clusters Score -4890532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4890547.000000 Penalty: 5046.138672
	Iteration 35Q: 3 clusters Score -4890547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4890561.000000 Penalty: 5046.138672
	Iteration 36Q: 3 clusters Score -4890561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -4890569.000000 Penalty: 5046.138672
	Iteration 37Q: 3 clusters Score -4890569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4890577.000000 Penalty: 5046.138672
	Iteration 38Q: 3 clusters Score -4890577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4890585.000000 Penalty: 5046.138672
	Iteration 39Q: 3 clusters Score -4890585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4890587.500000 Penalty: 5046.138672
	Iteration 40F: 3 clusters Score -4890588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4890593.000000 Penalty: 5046.138672
	Iteration 41Q: 3 clusters Score -4890593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4890597.000000 Penalty: 5046.138672
	Iteration 42Q: 3 clusters Score -4890597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4890610.000000 Penalty: 5046.138672
	Iteration 43Q: 3 clusters Score -4890610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4890602.500000 Penalty: 5046.138672
	Iteration 44Q: 3 clusters Score -4890602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4890605.000000 Penalty: 5046.138672
	Iteration 45Q: 3 clusters Score -4890605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4890604.000000 Penalty: 5046.138672
	Iteration 46Q: 3 clusters Score -4890604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4890602.000000 Penalty: 5046.138672
	Iteration 47Q: 3 clusters Score -4890602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -4890601.000000 Penalty: 5046.138672
	Iteration 48Q: 3 clusters Score -4890601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4890607.000000 Penalty: 5046.138672
	Iteration 49Q: 3 clusters Score -4890607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4890606.500000 Penalty: 5046.138672
	Iteration 50Q: 3 clusters Score -4890606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -4890607.500000 Penalty: 5046.138672
	Iteration 51Q: 3 clusters Score -4890608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4890608.000000 Penalty: 5046.138672
	Iteration 52Q: 3 clusters Score -4890608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4890608.000000 Penalty: 5046.138672
	Iteration 53F: 3 clusters Score -4890608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -1637065.000000 Penalty: 2242.308594
	Iteration 0F: 2 clusters Score -1637065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1630422.875000 Penalty: 4484.617188
	Iteration 0F: 3 clusters Score -1630423 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1632145.250000 Penalty: 4484.617188
	Iteration 1F: 3 clusters Score -1632145 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1632369.750000 Penalty: 4484.617188
	Iteration 2F: 3 clusters Score -1632370 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1632535.875000 Penalty: 4484.617188
	Iteration 3Q: 3 clusters Score -1632536 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1632651.750000 Penalty: 4484.617188
	Iteration 4Q: 3 clusters Score -1632652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1632732.125000 Penalty: 4484.617188
	Iteration 5Q: 3 clusters Score -1632732 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1632795.625000 Penalty: 4484.617188
	Iteration 6Q: 3 clusters Score -1632796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1632846.625000 Penalty: 4484.617188
	Iteration 7Q: 3 clusters Score -1632847 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1632893.625000 Penalty: 4484.617188
	Iteration 8Q: 3 clusters Score -1632894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1632920.625000 Penalty: 4484.617188
	Iteration 9Q: 3 clusters Score -1632921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1632946.875000 Penalty: 4484.617188
	Iteration 10Q: 3 clusters Score -1632947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1632963.875000 Penalty: 4484.617188
	Iteration 11Q: 3 clusters Score -1632964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1632982.125000 Penalty: 4484.617188
	Iteration 12Q: 3 clusters Score -1632982 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1632995.875000 Penalty: 4484.617188
	Iteration 13Q: 3 clusters Score -1632996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1633014.125000 Penalty: 4484.617188
	Iteration 14Q: 3 clusters Score -1633014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1633023.375000 Penalty: 4484.617188
	Iteration 15Q: 3 clusters Score -1633023 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1633041.500000 Penalty: 4484.617188
	Iteration 16Q: 3 clusters Score -1633042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1633059.875000 Penalty: 4484.617188
	Iteration 17Q: 3 clusters Score -1633060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1633075.000000 Penalty: 4484.617188
	Iteration 18Q: 3 clusters Score -1633075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1633102.250000 Penalty: 4484.617188
	Iteration 19Q: 3 clusters Score -1633102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1633127.500000 Penalty: 4484.617188
	Iteration 20F: 3 clusters Score -1633128 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1633148.625000 Penalty: 4484.617188
	Iteration 21Q: 3 clusters Score -1633149 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1633180.250000 Penalty: 4484.617188
	Iteration 22Q: 3 clusters Score -1633180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1633214.375000 Penalty: 4484.617188
	Iteration 23Q: 3 clusters Score -1633214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1633259.625000 Penalty: 4484.617188
	Iteration 24Q: 3 clusters Score -1633260 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1633309.125000 Penalty: 4484.617188
	Iteration 25Q: 3 clusters Score -1633309 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1633373.000000 Penalty: 4484.617188
	Iteration 26Q: 3 clusters Score -1633373 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1633446.625000 Penalty: 4484.617188
	Iteration 27Q: 3 clusters Score -1633447 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1633526.125000 Penalty: 4484.617188
	Iteration 28Q: 3 clusters Score -1633526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1633610.125000 Penalty: 4484.617188
	Iteration 29Q: 3 clusters Score -1633610 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1633727.500000 Penalty: 4484.617188
	Iteration 30Q: 3 clusters Score -1633728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1633848.875000 Penalty: 4484.617188
	Iteration 31Q: 3 clusters Score -1633849 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1633972.000000 Penalty: 4484.617188
	Iteration 32Q: 3 clusters Score -1633972 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1634104.125000 Penalty: 4484.617188
	Iteration 33Q: 3 clusters Score -1634104 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1634242.375000 Penalty: 4484.617188
	Iteration 34Q: 3 clusters Score -1634242 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1634361.125000 Penalty: 4484.617188
	Iteration 35Q: 3 clusters Score -1634361 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1634476.625000 Penalty: 4484.617188
	Iteration 36Q: 3 clusters Score -1634477 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1634572.375000 Penalty: 4484.617188
	Iteration 37Q: 3 clusters Score -1634572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1634661.750000 Penalty: 4484.617188
	Iteration 38Q: 3 clusters Score -1634662 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1634732.750000 Penalty: 4484.617188
	Iteration 39Q: 3 clusters Score -1634733 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1634787.750000 Penalty: 4484.617188
	Iteration 40F: 3 clusters Score -1634788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1634838.500000 Penalty: 4484.617188
	Iteration 41Q: 3 clusters Score -1634838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1634882.375000 Penalty: 4484.617188
	Iteration 42Q: 3 clusters Score -1634882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1634916.375000 Penalty: 4484.617188
	Iteration 43Q: 3 clusters Score -1634916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1634948.375000 Penalty: 4484.617188
	Iteration 44Q: 3 clusters Score -1634948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1634977.750000 Penalty: 4484.617188
	Iteration 45Q: 3 clusters Score -1634978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1635000.500000 Penalty: 4484.617188
	Iteration 46Q: 3 clusters Score -1635000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1635017.125000 Penalty: 4484.617188
	Iteration 47Q: 3 clusters Score -1635017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1635033.375000 Penalty: 4484.617188
	Iteration 48Q: 3 clusters Score -1635033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1635040.125000 Penalty: 4484.617188
	Iteration 49Q: 3 clusters Score -1635040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1635050.750000 Penalty: 4484.617188
	Iteration 50Q: 3 clusters Score -1635051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1635060.375000 Penalty: 4484.617188
	Iteration 51Q: 3 clusters Score -1635060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1635061.750000 Penalty: 4484.617188
	Iteration 52Q: 3 clusters Score -1635062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1635064.375000 Penalty: 4484.617188
	Iteration 53Q: 3 clusters Score -1635064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1635071.500000 Penalty: 4484.617188
	Iteration 54Q: 3 clusters Score -1635072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1635072.750000 Penalty: 4484.617188
	Iteration 55Q: 3 clusters Score -1635073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1635076.125000 Penalty: 4484.617188
	Iteration 56Q: 3 clusters Score -1635076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1635077.875000 Penalty: 4484.617188
	Iteration 57Q: 3 clusters Score -1635078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1635080.750000 Penalty: 4484.617188
	Iteration 58Q: 3 clusters Score -1635081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1635079.125000 Penalty: 4484.617188
	Iteration 59Q: 3 clusters Score -1635079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1635085.375000 Penalty: 4484.617188
	Iteration 60F: 3 clusters Score -1635085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1635086.250000 Penalty: 4484.617188
	Iteration 61Q: 3 clusters Score -1635086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1635092.750000 Penalty: 4484.617188
	Iteration 62Q: 3 clusters Score -1635093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1635096.000000 Penalty: 4484.617188
	Iteration 63Q: 3 clusters Score -1635096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1635095.500000 Penalty: 4484.617188
	Iteration 64Q: 3 clusters Score -1635096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1635096.250000 Penalty: 4484.617188
	Iteration 65Q: 3 clusters Score -1635096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1635098.000000 Penalty: 4484.617188
	Iteration 66Q: 3 clusters Score -1635098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1635105.875000 Penalty: 4484.617188
	Iteration 67Q: 3 clusters Score -1635106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1635108.500000 Penalty: 4484.617188
	Iteration 68Q: 3 clusters Score -1635108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1635109.375000 Penalty: 4484.617188
	Iteration 69Q: 3 clusters Score -1635109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1635112.875000 Penalty: 4484.617188
	Iteration 70Q: 3 clusters Score -1635113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1635112.625000 Penalty: 4484.617188
	Iteration 71Q: 3 clusters Score -1635113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1635112.625000 Penalty: 4484.617188
	Iteration 72F: 3 clusters Score -1635113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -118609.039062 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -118609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116915.304688 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -116915.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117244.335938 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -117244.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117414.054688 Penalty: 3263.308594
	Iteration 2F: 3 clusters Score -117414.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117522.578125 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -117522.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117577.359375 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -117577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117647.531250 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -117647.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117677.039062 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -117677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117701.281250 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -117701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117713.062500 Penalty: 3263.308594
	Iteration 8Q: 3 clusters Score -117713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117728.437500 Penalty: 3263.308594
	Iteration 9Q: 3 clusters Score -117728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117739.531250 Penalty: 3263.308594
	Iteration 10Q: 3 clusters Score -117739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117742.468750 Penalty: 3263.308594
	Iteration 11Q: 3 clusters Score -117742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117751.843750 Penalty: 3263.308594
	Iteration 12Q: 3 clusters Score -117751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117755.171875 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -117755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117756.460938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -117756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117756.460938 Penalty: 3263.308594
	Iteration 15F: 3 clusters Score -117756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Entering Unmasked Estep 
Score: -4924849.000000 Penalty: 2516.985596
	Iteration 0F: 2 clusters Score -4924849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4907566.000000 Penalty: 5033.971191
	Iteration 0F: 3 clusters Score -4907566 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -4913648.000000 Penalty: 5033.971191
	Iteration 1F: 3 clusters Score -4913648 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -4914071.500000 Penalty: 5033.971191
	Iteration 2F: 3 clusters Score -4914072 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -4914384.500000 Penalty: 5033.971191
	Iteration 3Q: 3 clusters Score -4914384 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4914653.500000 Penalty: 5033.971191
	Iteration 4Q: 3 clusters Score -4914654 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4914891.000000 Penalty: 5033.971191
	Iteration 5Q: 3 clusters Score -4914891 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4915239.000000 Penalty: 5033.971191
	Iteration 6Q: 3 clusters Score -4915239 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4915665.500000 Penalty: 5033.971191
	Iteration 7Q: 3 clusters Score -4915666 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -4916261.500000 Penalty: 5033.971191
	Iteration 8Q: 3 clusters Score -4916262 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4917093.000000 Penalty: 5033.971191
	Iteration 9F: 3 clusters Score -4917093 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4918132.500000 Penalty: 5033.971191
	Iteration 10F: 3 clusters Score -4918132 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4919360.500000 Penalty: 5033.971191
	Iteration 11F: 3 clusters Score -4919360 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4920502.500000 Penalty: 5033.971191
	Iteration 12F: 3 clusters Score -4920502 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -4921466.000000 Penalty: 5033.971191
	Iteration 13Q: 3 clusters Score -4921466 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -4921974.000000 Penalty: 5033.971191
	Iteration 14Q: 3 clusters Score -4921974 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4922244.000000 Penalty: 5033.971191
	Iteration 15Q: 3 clusters Score -4922244 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4922411.500000 Penalty: 5033.971191
	Iteration 16Q: 3 clusters Score -4922412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4922547.000000 Penalty: 5033.971191
	Iteration 17Q: 3 clusters Score -4922547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -4922628.500000 Penalty: 5033.971191
	Iteration 18Q: 3 clusters Score -4922628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4922698.500000 Penalty: 5033.971191
	Iteration 19Q: 3 clusters Score -4922698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -4922732.000000 Penalty: 5033.971191
	Iteration 20F: 3 clusters Score -4922732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -4922747.500000 Penalty: 5033.971191
	Iteration 21Q: 3 clusters Score -4922748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4922751.000000 Penalty: 5033.971191
	Iteration 22Q: 3 clusters Score -4922751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -4922757.500000 Penalty: 5033.971191
	Iteration 23Q: 3 clusters Score -4922758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4922763.000000 Penalty: 5033.971191
	Iteration 24Q: 3 clusters Score -4922763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4922760.500000 Penalty: 5033.971191
	Iteration 25Q: 3 clusters Score -4922760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4922767.000000 Penalty: 5033.971191
	Iteration 26Q: 3 clusters Score -4922767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4922780.500000 Penalty: 5033.971191
	Iteration 27Q: 3 clusters Score -4922780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4922785.500000 Penalty: 5033.971191
	Iteration 28Q: 3 clusters Score -4922786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4922792.500000 Penalty: 5033.971191
	Iteration 29Q: 3 clusters Score -4922792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -4922801.000000 Penalty: 5033.971191
	Iteration 30Q: 3 clusters Score -4922801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4922799.000000 Penalty: 5033.971191
	Iteration 31Q: 3 clusters Score -4922799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4922799.500000 Penalty: 5033.971191
	Iteration 32Q: 3 clusters Score -4922800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4922799.500000 Penalty: 5033.971191
	Iteration 33F: 3 clusters Score -4922800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Entering Unmasked Estep 
Score: -2921178.750000 Penalty: 2385.264648
	Iteration 0F: 2 clusters Score -2921179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2910385.250000 Penalty: 4770.529297
	Iteration 0F: 3 clusters Score -2910385 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2913974.250000 Penalty: 4770.529297
	Iteration 1F: 3 clusters Score -2913974 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2914340.250000 Penalty: 4770.529297
	Iteration 2F: 3 clusters Score -2914340 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2914633.000000 Penalty: 4770.529297
	Iteration 3Q: 3 clusters Score -2914633 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2914918.750000 Penalty: 4770.529297
	Iteration 4Q: 3 clusters Score -2914919 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2915207.250000 Penalty: 4770.529297
	Iteration 5Q: 3 clusters Score -2915207 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2915512.500000 Penalty: 4770.529297
	Iteration 6Q: 3 clusters Score -2915512 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2915822.000000 Penalty: 4770.529297
	Iteration 7Q: 3 clusters Score -2915822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2916151.500000 Penalty: 4770.529297
	Iteration 8Q: 3 clusters Score -2916152 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2916538.000000 Penalty: 4770.529297
	Iteration 9Q: 3 clusters Score -2916538 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2916900.250000 Penalty: 4770.529297
	Iteration 10Q: 3 clusters Score -2916900 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2917216.250000 Penalty: 4770.529297
	Iteration 11Q: 3 clusters Score -2917216 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2917464.250000 Penalty: 4770.529297
	Iteration 12Q: 3 clusters Score -2917464 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2917607.250000 Penalty: 4770.529297
	Iteration 13Q: 3 clusters Score -2917607 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2917706.750000 Penalty: 4770.529297
	Iteration 14Q: 3 clusters Score -2917707 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2917749.000000 Penalty: 4770.529297
	Iteration 15Q: 3 clusters Score -2917749 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2917805.500000 Penalty: 4770.529297
	Iteration 16Q: 3 clusters Score -2917806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2917843.250000 Penalty: 4770.529297
	Iteration 17Q: 3 clusters Score -2917843 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2917887.000000 Penalty: 4770.529297
	Iteration 18Q: 3 clusters Score -2917887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2917918.250000 Penalty: 4770.529297
	Iteration 19Q: 3 clusters Score -2917918 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2917949.000000 Penalty: 4770.529297
	Iteration 20F: 3 clusters Score -2917949 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2917965.500000 Penalty: 4770.529297
	Iteration 21Q: 3 clusters Score -2917966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2917992.500000 Penalty: 4770.529297
	Iteration 22Q: 3 clusters Score -2917992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2918012.750000 Penalty: 4770.529297
	Iteration 23Q: 3 clusters Score -2918013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2918035.000000 Penalty: 4770.529297
	Iteration 24Q: 3 clusters Score -2918035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2918068.000000 Penalty: 4770.529297
	Iteration 25Q: 3 clusters Score -2918068 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2918103.750000 Penalty: 4770.529297
	Iteration 26Q: 3 clusters Score -2918104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2918128.750000 Penalty: 4770.529297
	Iteration 27Q: 3 clusters Score -2918129 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2918154.000000 Penalty: 4770.529297
	Iteration 28Q: 3 clusters Score -2918154 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2918197.250000 Penalty: 4770.529297
	Iteration 29Q: 3 clusters Score -2918197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2918231.250000 Penalty: 4770.529297
	Iteration 30Q: 3 clusters Score -2918231 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2918267.250000 Penalty: 4770.529297
	Iteration 31Q: 3 clusters Score -2918267 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2918307.500000 Penalty: 4770.529297
	Iteration 32Q: 3 clusters Score -2918308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2918347.500000 Penalty: 4770.529297
	Iteration 33Q: 3 clusters Score -2918348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2918406.250000 Penalty: 4770.529297
	Iteration 34Q: 3 clusters Score -2918406 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2918468.000000 Penalty: 4770.529297
	Iteration 35Q: 3 clusters Score -2918468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2918509.250000 Penalty: 4770.529297
	Iteration 36Q: 3 clusters Score -2918509 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2918554.250000 Penalty: 4770.529297
	Iteration 37Q: 3 clusters Score -2918554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2918582.750000 Penalty: 4770.529297
	Iteration 38Q: 3 clusters Score -2918583 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2918612.500000 Penalty: 4770.529297
	Iteration 39Q: 3 clusters Score -2918612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2918623.750000 Penalty: 4770.529297
	Iteration 40F: 3 clusters Score -2918624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2918632.750000 Penalty: 4770.529297
	Iteration 41Q: 3 clusters Score -2918633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2918647.250000 Penalty: 4770.529297
	Iteration 42Q: 3 clusters Score -2918647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2918653.250000 Penalty: 4770.529297
	Iteration 43Q: 3 clusters Score -2918653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2918661.250000 Penalty: 4770.529297
	Iteration 44Q: 3 clusters Score -2918661 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2918666.250000 Penalty: 4770.529297
	Iteration 45Q: 3 clusters Score -2918666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2918679.000000 Penalty: 4770.529297
	Iteration 46Q: 3 clusters Score -2918679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2918681.000000 Penalty: 4770.529297
	Iteration 47Q: 3 clusters Score -2918681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2918683.000000 Penalty: 4770.529297
	Iteration 48Q: 3 clusters Score -2918683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2918695.500000 Penalty: 4770.529297
	Iteration 49Q: 3 clusters Score -2918696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2918708.750000 Penalty: 4770.529297
	Iteration 50Q: 3 clusters Score -2918709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2918716.000000 Penalty: 4770.529297
	Iteration 51Q: 3 clusters Score -2918716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2918710.000000 Penalty: 4770.529297
	Iteration 52Q: 3 clusters Score -2918710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2918715.250000 Penalty: 4770.529297
	Iteration 53Q: 3 clusters Score -2918715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2918712.250000 Penalty: 4770.529297
	Iteration 54Q: 3 clusters Score -2918712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2918725.000000 Penalty: 4770.529297
	Iteration 55Q: 3 clusters Score -2918725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2918726.500000 Penalty: 4770.529297
	Iteration 56Q: 3 clusters Score -2918726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2918723.000000 Penalty: 4770.529297
	Iteration 57Q: 3 clusters Score -2918723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2918724.250000 Penalty: 4770.529297
	Iteration 58Q: 3 clusters Score -2918724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2918725.250000 Penalty: 4770.529297
	Iteration 59Q: 3 clusters Score -2918725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2918728.500000 Penalty: 4770.529297
	Iteration 60F: 3 clusters Score -2918728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2918727.500000 Penalty: 4770.529297
	Iteration 61Q: 3 clusters Score -2918728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2918727.000000 Penalty: 4770.529297
	Iteration 62Q: 3 clusters Score -2918727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2918725.750000 Penalty: 4770.529297
	Iteration 63Q: 3 clusters Score -2918726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2918729.750000 Penalty: 4770.529297
	Iteration 64Q: 3 clusters Score -2918730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2918729.500000 Penalty: 4770.529297
	Iteration 65Q: 3 clusters Score -2918730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2918731.500000 Penalty: 4770.529297
	Iteration 66Q: 3 clusters Score -2918732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2918732.750000 Penalty: 4770.529297
	Iteration 67Q: 3 clusters Score -2918733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2918742.500000 Penalty: 4770.529297
	Iteration 68Q: 3 clusters Score -2918742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2918735.000000 Penalty: 4770.529297
	Iteration 69Q: 3 clusters Score -2918735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2918740.000000 Penalty: 4770.529297
	Iteration 70Q: 3 clusters Score -2918740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2918736.000000 Penalty: 4770.529297
	Iteration 71Q: 3 clusters Score -2918736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -2918739.500000 Penalty: 4770.529297
	Iteration 72Q: 3 clusters Score -2918740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2918748.750000 Penalty: 4770.529297
	Iteration 73Q: 3 clusters Score -2918749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2918752.000000 Penalty: 4770.529297
	Iteration 74Q: 3 clusters Score -2918752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2918744.750000 Penalty: 4770.529297
	Iteration 75Q: 3 clusters Score -2918745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2918744.250000 Penalty: 4770.529297
	Iteration 76Q: 3 clusters Score -2918744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2918753.000000 Penalty: 4770.529297
	Iteration 77Q: 3 clusters Score -2918753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2918760.500000 Penalty: 4770.529297
	Iteration 78Q: 3 clusters Score -2918760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2918763.750000 Penalty: 4770.529297
	Iteration 79Q: 3 clusters Score -2918764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2918768.000000 Penalty: 4770.529297
	Iteration 80F: 3 clusters Score -2918768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2918778.250000 Penalty: 4770.529297
	Iteration 81Q: 3 clusters Score -2918778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2918777.750000 Penalty: 4770.529297
	Iteration 82Q: 3 clusters Score -2918778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2918791.750000 Penalty: 4770.529297
	Iteration 83Q: 3 clusters Score -2918792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2918792.250000 Penalty: 4770.529297
	Iteration 84Q: 3 clusters Score -2918792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -2918796.750000 Penalty: 4770.529297
	Iteration 85Q: 3 clusters Score -2918797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2918794.000000 Penalty: 4770.529297
	Iteration 86Q: 3 clusters Score -2918794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2918808.750000 Penalty: 4770.529297
	Iteration 87Q: 3 clusters Score -2918809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2918810.500000 Penalty: 4770.529297
	Iteration 88Q: 3 clusters Score -2918810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2918819.250000 Penalty: 4770.529297
	Iteration 89Q: 3 clusters Score -2918819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2918831.500000 Penalty: 4770.529297
	Iteration 90Q: 3 clusters Score -2918832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2918842.500000 Penalty: 4770.529297
	Iteration 91Q: 3 clusters Score -2918842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2918850.250000 Penalty: 4770.529297
	Iteration 92Q: 3 clusters Score -2918850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2918862.500000 Penalty: 4770.529297
	Iteration 93Q: 3 clusters Score -2918862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2918856.500000 Penalty: 4770.529297
	Iteration 94Q: 3 clusters Score -2918856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2918871.500000 Penalty: 4770.529297
	Iteration 95Q: 3 clusters Score -2918872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2918879.250000 Penalty: 4770.529297
	Iteration 96Q: 3 clusters Score -2918879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2918887.000000 Penalty: 4770.529297
	Iteration 97Q: 3 clusters Score -2918887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2918895.750000 Penalty: 4770.529297
	Iteration 98Q: 3 clusters Score -2918896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2918908.500000 Penalty: 4770.529297
	Iteration 99Q: 3 clusters Score -2918908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2918929.500000 Penalty: 4770.529297
	Iteration 100F: 3 clusters Score -2918930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2918938.750000 Penalty: 4770.529297
	Iteration 101Q: 3 clusters Score -2918939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2918953.000000 Penalty: 4770.529297
	Iteration 102Q: 3 clusters Score -2918953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2918955.750000 Penalty: 4770.529297
	Iteration 103Q: 3 clusters Score -2918956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2918962.000000 Penalty: 4770.529297
	Iteration 104Q: 3 clusters Score -2918962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2918970.750000 Penalty: 4770.529297
	Iteration 105Q: 3 clusters Score -2918971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2918979.500000 Penalty: 4770.529297
	Iteration 106Q: 3 clusters Score -2918980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2918986.500000 Penalty: 4770.529297
	Iteration 107Q: 3 clusters Score -2918986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2918990.750000 Penalty: 4770.529297
	Iteration 108Q: 3 clusters Score -2918991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2918998.000000 Penalty: 4770.529297
	Iteration 109Q: 3 clusters Score -2918998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2919008.500000 Penalty: 4770.529297
	Iteration 110Q: 3 clusters Score -2919008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2919005.000000 Penalty: 4770.529297
	Iteration 111Q: 3 clusters Score -2919005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2919014.750000 Penalty: 4770.529297
	Iteration 112Q: 3 clusters Score -2919015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2919022.750000 Penalty: 4770.529297
	Iteration 113Q: 3 clusters Score -2919023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2919016.250000 Penalty: 4770.529297
	Iteration 114Q: 3 clusters Score -2919016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2919021.500000 Penalty: 4770.529297
	Iteration 115Q: 3 clusters Score -2919022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2919018.000000 Penalty: 4770.529297
	Iteration 116Q: 3 clusters Score -2919018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2919013.500000 Penalty: 4770.529297
	Iteration 117Q: 3 clusters Score -2919014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2919013.500000 Penalty: 4770.529297
	Iteration 118Q: 3 clusters Score -2919014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2919015.750000 Penalty: 4770.529297
	Iteration 119Q: 3 clusters Score -2919016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2919014.250000 Penalty: 4770.529297
	Iteration 120F: 3 clusters Score -2919014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2919019.000000 Penalty: 4770.529297
	Iteration 121Q: 3 clusters Score -2919019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2919028.250000 Penalty: 4770.529297
	Iteration 122Q: 3 clusters Score -2919028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2919031.750000 Penalty: 4770.529297
	Iteration 123Q: 3 clusters Score -2919032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2919030.750000 Penalty: 4770.529297
	Iteration 124Q: 3 clusters Score -2919031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2919034.250000 Penalty: 4770.529297
	Iteration 125Q: 3 clusters Score -2919034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2919038.250000 Penalty: 4770.529297
	Iteration 126Q: 3 clusters Score -2919038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2919039.750000 Penalty: 4770.529297
	Iteration 127Q: 3 clusters Score -2919040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2919040.500000 Penalty: 4770.529297
	Iteration 128Q: 3 clusters Score -2919040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2919043.000000 Penalty: 4770.529297
	Iteration 129Q: 3 clusters Score -2919043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2919042.250000 Penalty: 4770.529297
	Iteration 130Q: 3 clusters Score -2919042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2919044.000000 Penalty: 4770.529297
	Iteration 131Q: 3 clusters Score -2919044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2919040.250000 Penalty: 4770.529297
	Iteration 132Q: 3 clusters Score -2919040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2919038.500000 Penalty: 4770.529297
	Iteration 133Q: 3 clusters Score -2919038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2919043.750000 Penalty: 4770.529297
	Iteration 134Q: 3 clusters Score -2919044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2919044.000000 Penalty: 4770.529297
	Iteration 135Q: 3 clusters Score -2919044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2919039.500000 Penalty: 4770.529297
	Iteration 136Q: 3 clusters Score -2919040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2919046.750000 Penalty: 4770.529297
	Iteration 137Q: 3 clusters Score -2919047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2919045.750000 Penalty: 4770.529297
	Iteration 138Q: 3 clusters Score -2919046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2919047.000000 Penalty: 4770.529297
	Iteration 139Q: 3 clusters Score -2919047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2919045.500000 Penalty: 4770.529297
	Iteration 140F: 3 clusters Score -2919046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2919047.750000 Penalty: 4770.529297
	Iteration 141Q: 3 clusters Score -2919048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2919047.750000 Penalty: 4770.529297
	Iteration 142Q: 3 clusters Score -2919048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2919049.000000 Penalty: 4770.529297
	Iteration 143Q: 3 clusters Score -2919049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2919051.500000 Penalty: 4770.529297
	Iteration 144Q: 3 clusters Score -2919052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2919050.750000 Penalty: 4770.529297
	Iteration 145Q: 3 clusters Score -2919051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2919050.750000 Penalty: 4770.529297
	Iteration 146F: 3 clusters Score -2919051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119981.187500 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119981.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120203.546875 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120203.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120255.976562 Penalty: 3234.228271
	Iteration 2Q: 3 clusters Score -120256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120294.796875 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120294.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120332.867188 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120348.304688 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120348.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120358.828125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -120366.609375 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120376.445312 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120393.789062 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -120406.281250 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -120406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120410.312500 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -120410.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120410.312500 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -120410.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Entering Unmasked Estep 
Score: -4724235.500000 Penalty: 2503.952881
	Iteration 0F: 2 clusters Score -4724236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4707431.500000 Penalty: 5007.905762
	Iteration 0F: 3 clusters Score -4707432 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4713174.500000 Penalty: 5007.905762
	Iteration 1F: 3 clusters Score -4713174 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4713607.500000 Penalty: 5007.905762
	Iteration 2F: 3 clusters Score -4713608 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4713963.500000 Penalty: 5007.905762
	Iteration 3Q: 3 clusters Score -4713964 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -4714259.500000 Penalty: 5007.905762
	Iteration 4Q: 3 clusters Score -4714260 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -4714525.000000 Penalty: 5007.905762
	Iteration 5Q: 3 clusters Score -4714525 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4714794.500000 Penalty: 5007.905762
	Iteration 6Q: 3 clusters Score -4714794 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4715090.000000 Penalty: 5007.905762
	Iteration 7Q: 3 clusters Score -4715090 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4715468.000000 Penalty: 5007.905762
	Iteration 8Q: 3 clusters Score -4715468 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4715935.500000 Penalty: 5007.905762
	Iteration 9Q: 3 clusters Score -4715936 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -4716604.000000 Penalty: 5007.905762
	Iteration 10Q: 3 clusters Score -4716604 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4717428.500000 Penalty: 5007.905762
	Iteration 11F: 3 clusters Score -4717428 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4718152.000000 Penalty: 5007.905762
	Iteration 12Q: 3 clusters Score -4718152 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4718574.000000 Penalty: 5007.905762
	Iteration 13Q: 3 clusters Score -4718574 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4718760.500000 Penalty: 5007.905762
	Iteration 14Q: 3 clusters Score -4718760 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -4718827.500000 Penalty: 5007.905762
	Iteration 15Q: 3 clusters Score -4718828 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -4718882.000000 Penalty: 5007.905762
	Iteration 16Q: 3 clusters Score -4718882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4718919.000000 Penalty: 5007.905762
	Iteration 17Q: 3 clusters Score -4718919 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4718931.500000 Penalty: 5007.905762
	Iteration 18Q: 3 clusters Score -4718932 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -4718975.000000 Penalty: 5007.905762
	Iteration 19Q: 3 clusters Score -4718975 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4718996.000000 Penalty: 5007.905762
	Iteration 20F: 3 clusters Score -4718996 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4718991.000000 Penalty: 5007.905762
	Iteration 21Q: 3 clusters Score -4718991 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4719026.000000 Penalty: 5007.905762
	Iteration 22Q: 3 clusters Score -4719026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4719063.000000 Penalty: 5007.905762
	Iteration 23Q: 3 clusters Score -4719063 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4719087.000000 Penalty: 5007.905762
	Iteration 24Q: 3 clusters Score -4719087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4719105.500000 Penalty: 5007.905762
	Iteration 25Q: 3 clusters Score -4719106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -4719102.500000 Penalty: 5007.905762
	Iteration 26Q: 3 clusters Score -4719102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4719101.500000 Penalty: 5007.905762
	Iteration 27Q: 3 clusters Score -4719102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4719106.000000 Penalty: 5007.905762
	Iteration 28Q: 3 clusters Score -4719106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -4719102.000000 Penalty: 5007.905762
	Iteration 29Q: 3 clusters Score -4719102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -4719110.500000 Penalty: 5007.905762
	Iteration 30Q: 3 clusters Score -4719110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4719108.000000 Penalty: 5007.905762
	Iteration 31Q: 3 clusters Score -4719108 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4719115.000000 Penalty: 5007.905762
	Iteration 32Q: 3 clusters Score -4719115 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -4719116.500000 Penalty: 5007.905762
	Iteration 33Q: 3 clusters Score -4719116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4719117.500000 Penalty: 5007.905762
	Iteration 34Q: 3 clusters Score -4719118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -4719116.500000 Penalty: 5007.905762
	Iteration 35Q: 3 clusters Score -4719116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4719107.500000 Penalty: 5007.905762
	Iteration 36Q: 3 clusters Score -4719108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4719097.000000 Penalty: 5007.905762
	Iteration 37Q: 3 clusters Score -4719097 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -4719087.500000 Penalty: 5007.905762
	Iteration 38Q: 3 clusters Score -4719088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4719095.500000 Penalty: 5007.905762
	Iteration 39Q: 3 clusters Score -4719096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4719100.500000 Penalty: 5007.905762
	Iteration 40F: 3 clusters Score -4719100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4719081.000000 Penalty: 5007.905762
	Iteration 41Q: 3 clusters Score -4719081 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -4719063.000000 Penalty: 5007.905762
	Iteration 42Q: 3 clusters Score -4719063 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -4719074.500000 Penalty: 5007.905762
	Iteration 43Q: 3 clusters Score -4719074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -4719073.500000 Penalty: 5007.905762
	Iteration 44Q: 3 clusters Score -4719074 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4719076.000000 Penalty: 5007.905762
	Iteration 45Q: 3 clusters Score -4719076 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4719070.500000 Penalty: 5007.905762
	Iteration 46Q: 3 clusters Score -4719070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4719056.000000 Penalty: 5007.905762
	Iteration 47Q: 3 clusters Score -4719056 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4719076.500000 Penalty: 5007.905762
	Iteration 48Q: 3 clusters Score -4719076 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -4719059.000000 Penalty: 5007.905762
	Iteration 49Q: 3 clusters Score -4719059 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4719053.000000 Penalty: 5007.905762
	Iteration 50Q: 3 clusters Score -4719053 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4719047.000000 Penalty: 5007.905762
	Iteration 51Q: 3 clusters Score -4719047 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4719048.000000 Penalty: 5007.905762
	Iteration 52Q: 3 clusters Score -4719048 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4719063.500000 Penalty: 5007.905762
	Iteration 53Q: 3 clusters Score -4719064 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4719070.000000 Penalty: 5007.905762
	Iteration 54Q: 3 clusters Score -4719070 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4719099.000000 Penalty: 5007.905762
	Iteration 55Q: 3 clusters Score -4719099 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -4719133.500000 Penalty: 5007.905762
	Iteration 56Q: 3 clusters Score -4719134 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4719163.000000 Penalty: 5007.905762
	Iteration 57Q: 3 clusters Score -4719163 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4719231.500000 Penalty: 5007.905762
	Iteration 58Q: 3 clusters Score -4719232 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4719285.500000 Penalty: 5007.905762
	Iteration 59Q: 3 clusters Score -4719286 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4719382.500000 Penalty: 5007.905762
	Iteration 60F: 3 clusters Score -4719382 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4719486.500000 Penalty: 5007.905762
	Iteration 61Q: 3 clusters Score -4719486 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4719595.000000 Penalty: 5007.905762
	Iteration 62Q: 3 clusters Score -4719595 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -4719710.000000 Penalty: 5007.905762
	Iteration 63Q: 3 clusters Score -4719710 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -4719842.000000 Penalty: 5007.905762
	Iteration 64Q: 3 clusters Score -4719842 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4719987.500000 Penalty: 5007.905762
	Iteration 65Q: 3 clusters Score -4719988 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4720114.500000 Penalty: 5007.905762
	Iteration 66Q: 3 clusters Score -4720114 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -4720239.000000 Penalty: 5007.905762
	Iteration 67Q: 3 clusters Score -4720239 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4720337.000000 Penalty: 5007.905762
	Iteration 68Q: 3 clusters Score -4720337 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4720460.000000 Penalty: 5007.905762
	Iteration 69Q: 3 clusters Score -4720460 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4720585.000000 Penalty: 5007.905762
	Iteration 70Q: 3 clusters Score -4720585 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4720807.500000 Penalty: 5007.905762
	Iteration 71Q: 3 clusters Score -4720808 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4720998.000000 Penalty: 5007.905762
	Iteration 72Q: 3 clusters Score -4720998 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4721184.500000 Penalty: 5007.905762
	Iteration 73Q: 3 clusters Score -4721184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4721337.000000 Penalty: 5007.905762
	Iteration 74Q: 3 clusters Score -4721337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4721464.000000 Penalty: 5007.905762
	Iteration 75Q: 3 clusters Score -4721464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4721564.500000 Penalty: 5007.905762
	Iteration 76Q: 3 clusters Score -4721564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4721641.500000 Penalty: 5007.905762
	Iteration 77Q: 3 clusters Score -4721642 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4721720.000000 Penalty: 5007.905762
	Iteration 78Q: 3 clusters Score -4721720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4721766.000000 Penalty: 5007.905762
	Iteration 79Q: 3 clusters Score -4721766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -4721815.000000 Penalty: 5007.905762
	Iteration 80F: 3 clusters Score -4721815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4721849.000000 Penalty: 5007.905762
	Iteration 81Q: 3 clusters Score -4721849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4721873.500000 Penalty: 5007.905762
	Iteration 82Q: 3 clusters Score -4721874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4721884.000000 Penalty: 5007.905762
	Iteration 83Q: 3 clusters Score -4721884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4721890.000000 Penalty: 5007.905762
	Iteration 84Q: 3 clusters Score -4721890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4721891.000000 Penalty: 5007.905762
	Iteration 85Q: 3 clusters Score -4721891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4721905.500000 Penalty: 5007.905762
	Iteration 86Q: 3 clusters Score -4721906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4721912.000000 Penalty: 5007.905762
	Iteration 87Q: 3 clusters Score -4721912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4721924.500000 Penalty: 5007.905762
	Iteration 88Q: 3 clusters Score -4721924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4721930.000000 Penalty: 5007.905762
	Iteration 89Q: 3 clusters Score -4721930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4721935.500000 Penalty: 5007.905762
	Iteration 90Q: 3 clusters Score -4721936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4721948.000000 Penalty: 5007.905762
	Iteration 91Q: 3 clusters Score -4721948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4721947.500000 Penalty: 5007.905762
	Iteration 92Q: 3 clusters Score -4721948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4721947.500000 Penalty: 5007.905762
	Iteration 93F: 3 clusters Score -4721948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Entering Unmasked Estep 
Score: -3678726.000000 Penalty: 2427.150635
	Iteration 0F: 2 clusters Score -3678726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3667412.500000 Penalty: 4854.301270
	Iteration 0F: 3 clusters Score -3667412 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3671459.250000 Penalty: 4854.301270
	Iteration 1F: 3 clusters Score -3671459 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3671796.250000 Penalty: 4854.301270
	Iteration 2F: 3 clusters Score -3671796 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3672053.500000 Penalty: 4854.301270
	Iteration 3Q: 3 clusters Score -3672054 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3672287.500000 Penalty: 4854.301270
	Iteration 4Q: 3 clusters Score -3672288 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3672490.750000 Penalty: 4854.301270
	Iteration 5Q: 3 clusters Score -3672491 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3672698.000000 Penalty: 4854.301270
	Iteration 6Q: 3 clusters Score -3672698 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3672893.750000 Penalty: 4854.301270
	Iteration 7Q: 3 clusters Score -3672894 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3673145.500000 Penalty: 4854.301270
	Iteration 8Q: 3 clusters Score -3673146 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3673413.500000 Penalty: 4854.301270
	Iteration 9Q: 3 clusters Score -3673414 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3673702.500000 Penalty: 4854.301270
	Iteration 10Q: 3 clusters Score -3673702 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3674082.250000 Penalty: 4854.301270
	Iteration 11Q: 3 clusters Score -3674082 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3674415.750000 Penalty: 4854.301270
	Iteration 12Q: 3 clusters Score -3674416 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3674936.250000 Penalty: 4854.301270
	Iteration 13Q: 3 clusters Score -3674936 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3675475.250000 Penalty: 4854.301270
	Iteration 14Q: 3 clusters Score -3675475 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3675838.000000 Penalty: 4854.301270
	Iteration 15Q: 3 clusters Score -3675838 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3676111.250000 Penalty: 4854.301270
	Iteration 16Q: 3 clusters Score -3676111 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3676284.750000 Penalty: 4854.301270
	Iteration 17Q: 3 clusters Score -3676285 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3676361.000000 Penalty: 4854.301270
	Iteration 18Q: 3 clusters Score -3676361 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3676478.500000 Penalty: 4854.301270
	Iteration 19Q: 3 clusters Score -3676478 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3676540.500000 Penalty: 4854.301270
	Iteration 20F: 3 clusters Score -3676540 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3676569.000000 Penalty: 4854.301270
	Iteration 21Q: 3 clusters Score -3676569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3676565.250000 Penalty: 4854.301270
	Iteration 22Q: 3 clusters Score -3676565 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3676587.500000 Penalty: 4854.301270
	Iteration 23Q: 3 clusters Score -3676588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3676602.750000 Penalty: 4854.301270
	Iteration 24Q: 3 clusters Score -3676603 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3676621.500000 Penalty: 4854.301270
	Iteration 25Q: 3 clusters Score -3676622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3676619.250000 Penalty: 4854.301270
	Iteration 26Q: 3 clusters Score -3676619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3676617.000000 Penalty: 4854.301270
	Iteration 27Q: 3 clusters Score -3676617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3676644.250000 Penalty: 4854.301270
	Iteration 28Q: 3 clusters Score -3676644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3676597.000000 Penalty: 4854.301270
	Iteration 29Q: 3 clusters Score -3676597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3676560.000000 Penalty: 4854.301270
	Iteration 30Q: 3 clusters Score -3676560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3676531.500000 Penalty: 4854.301270
	Iteration 31Q: 3 clusters Score -3676532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3676534.500000 Penalty: 4854.301270
	Iteration 32Q: 3 clusters Score -3676534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3676554.750000 Penalty: 4854.301270
	Iteration 33Q: 3 clusters Score -3676555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3676569.250000 Penalty: 4854.301270
	Iteration 34Q: 3 clusters Score -3676569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3676562.000000 Penalty: 4854.301270
	Iteration 35Q: 3 clusters Score -3676562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3676592.250000 Penalty: 4854.301270
	Iteration 36Q: 3 clusters Score -3676592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3676605.000000 Penalty: 4854.301270
	Iteration 37Q: 3 clusters Score -3676605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3676586.250000 Penalty: 4854.301270
	Iteration 38Q: 3 clusters Score -3676586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3676592.500000 Penalty: 4854.301270
	Iteration 39Q: 3 clusters Score -3676592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3676575.000000 Penalty: 4854.301270
	Iteration 40F: 3 clusters Score -3676575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3676575.500000 Penalty: 4854.301270
	Iteration 41Q: 3 clusters Score -3676576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3676575.500000 Penalty: 4854.301270
	Iteration 42Q: 3 clusters Score -3676576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3676578.250000 Penalty: 4854.301270
	Iteration 43Q: 3 clusters Score -3676578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3676573.500000 Penalty: 4854.301270
	Iteration 44Q: 3 clusters Score -3676574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3676593.750000 Penalty: 4854.301270
	Iteration 45Q: 3 clusters Score -3676594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3676614.250000 Penalty: 4854.301270
	Iteration 46Q: 3 clusters Score -3676614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3676634.500000 Penalty: 4854.301270
	Iteration 47Q: 3 clusters Score -3676634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3676617.000000 Penalty: 4854.301270
	Iteration 48Q: 3 clusters Score -3676617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3676621.750000 Penalty: 4854.301270
	Iteration 49Q: 3 clusters Score -3676622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3676622.750000 Penalty: 4854.301270
	Iteration 50Q: 3 clusters Score -3676623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3676645.500000 Penalty: 4854.301270
	Iteration 51Q: 3 clusters Score -3676646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3676634.500000 Penalty: 4854.301270
	Iteration 52Q: 3 clusters Score -3676634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3676632.250000 Penalty: 4854.301270
	Iteration 53Q: 3 clusters Score -3676632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3676621.750000 Penalty: 4854.301270
	Iteration 54Q: 3 clusters Score -3676622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3676600.250000 Penalty: 4854.301270
	Iteration 55Q: 3 clusters Score -3676600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3676595.500000 Penalty: 4854.301270
	Iteration 56Q: 3 clusters Score -3676596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3676633.250000 Penalty: 4854.301270
	Iteration 57Q: 3 clusters Score -3676633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3676643.000000 Penalty: 4854.301270
	Iteration 58Q: 3 clusters Score -3676643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3676638.250000 Penalty: 4854.301270
	Iteration 59Q: 3 clusters Score -3676638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3676641.500000 Penalty: 4854.301270
	Iteration 60F: 3 clusters Score -3676642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3676620.750000 Penalty: 4854.301270
	Iteration 61Q: 3 clusters Score -3676621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3676629.250000 Penalty: 4854.301270
	Iteration 62Q: 3 clusters Score -3676629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3676634.500000 Penalty: 4854.301270
	Iteration 63Q: 3 clusters Score -3676634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3676634.500000 Penalty: 4854.301270
	Iteration 64F: 3 clusters Score -3676634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Entering Unmasked Estep 
Score: -4445288.000000 Penalty: 2475.403564
	Iteration 0F: 2 clusters Score -4445288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -4432080.500000 Penalty: 4950.807129
	Iteration 0F: 3 clusters Score -4432080 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4436996.000000 Penalty: 4950.807129
	Iteration 1F: 3 clusters Score -4436996 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -4437337.000000 Penalty: 4950.807129
	Iteration 2F: 3 clusters Score -4437337 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4437587.500000 Penalty: 4950.807129
	Iteration 3Q: 3 clusters Score -4437588 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4437822.500000 Penalty: 4950.807129
	Iteration 4Q: 3 clusters Score -4437822 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4438048.000000 Penalty: 4950.807129
	Iteration 5Q: 3 clusters Score -4438048 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4438255.000000 Penalty: 4950.807129
	Iteration 6Q: 3 clusters Score -4438255 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4438422.500000 Penalty: 4950.807129
	Iteration 7Q: 3 clusters Score -4438422 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -4438672.000000 Penalty: 4950.807129
	Iteration 8Q: 3 clusters Score -4438672 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4438987.500000 Penalty: 4950.807129
	Iteration 9Q: 3 clusters Score -4438988 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -4439333.000000 Penalty: 4950.807129
	Iteration 10Q: 3 clusters Score -4439333 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4439784.500000 Penalty: 4950.807129
	Iteration 11Q: 3 clusters Score -4439784 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4440377.500000 Penalty: 4950.807129
	Iteration 12Q: 3 clusters Score -4440378 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4440883.500000 Penalty: 4950.807129
	Iteration 13Q: 3 clusters Score -4440884 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4441368.500000 Penalty: 4950.807129
	Iteration 14Q: 3 clusters Score -4441368 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4441729.500000 Penalty: 4950.807129
	Iteration 15Q: 3 clusters Score -4441730 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4441990.000000 Penalty: 4950.807129
	Iteration 16Q: 3 clusters Score -4441990 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -4442249.500000 Penalty: 4950.807129
	Iteration 17Q: 3 clusters Score -4442250 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -4442490.500000 Penalty: 4950.807129
	Iteration 18Q: 3 clusters Score -4442490 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -4442718.000000 Penalty: 4950.807129
	Iteration 19Q: 3 clusters Score -4442718 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4442946.000000 Penalty: 4950.807129
	Iteration 20F: 3 clusters Score -4442946 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -4443106.500000 Penalty: 4950.807129
	Iteration 21Q: 3 clusters Score -4443106 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -4443297.000000 Penalty: 4950.807129
	Iteration 22Q: 3 clusters Score -4443297 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4443389.000000 Penalty: 4950.807129
	Iteration 23Q: 3 clusters Score -4443389 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4443463.000000 Penalty: 4950.807129
	Iteration 24Q: 3 clusters Score -4443463 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4443571.500000 Penalty: 4950.807129
	Iteration 25Q: 3 clusters Score -4443572 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -4443617.500000 Penalty: 4950.807129
	Iteration 26Q: 3 clusters Score -4443618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -4443750.000000 Penalty: 4950.807129
	Iteration 27Q: 3 clusters Score -4443750 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4443884.000000 Penalty: 4950.807129
	Iteration 28Q: 3 clusters Score -4443884 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4443938.500000 Penalty: 4950.807129
	Iteration 29Q: 3 clusters Score -4443938 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4443981.500000 Penalty: 4950.807129
	Iteration 30Q: 3 clusters Score -4443982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4443989.500000 Penalty: 4950.807129
	Iteration 31Q: 3 clusters Score -4443990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4444020.500000 Penalty: 4950.807129
	Iteration 32Q: 3 clusters Score -4444020 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4444065.500000 Penalty: 4950.807129
	Iteration 33Q: 3 clusters Score -4444066 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -4444128.500000 Penalty: 4950.807129
	Iteration 34Q: 3 clusters Score -4444128 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -4444198.000000 Penalty: 4950.807129
	Iteration 35Q: 3 clusters Score -4444198 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4444236.500000 Penalty: 4950.807129
	Iteration 36Q: 3 clusters Score -4444236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4444269.000000 Penalty: 4950.807129
	Iteration 37Q: 3 clusters Score -4444269 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4444323.500000 Penalty: 4950.807129
	Iteration 38Q: 3 clusters Score -4444324 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4444323.000000 Penalty: 4950.807129
	Iteration 39Q: 3 clusters Score -4444323 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4444358.000000 Penalty: 4950.807129
	Iteration 40F: 3 clusters Score -4444358 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4444386.000000 Penalty: 4950.807129
	Iteration 41Q: 3 clusters Score -4444386 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4444444.000000 Penalty: 4950.807129
	Iteration 42Q: 3 clusters Score -4444444 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4444474.500000 Penalty: 4950.807129
	Iteration 43Q: 3 clusters Score -4444474 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4444521.000000 Penalty: 4950.807129
	Iteration 44Q: 3 clusters Score -4444521 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4444520.000000 Penalty: 4950.807129
	Iteration 45Q: 3 clusters Score -4444520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4444562.000000 Penalty: 4950.807129
	Iteration 46Q: 3 clusters Score -4444562 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4444577.000000 Penalty: 4950.807129
	Iteration 47Q: 3 clusters Score -4444577 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4444577.000000 Penalty: 4950.807129
	Iteration 48Q: 3 clusters Score -4444577 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4444553.500000 Penalty: 4950.807129
	Iteration 49Q: 3 clusters Score -4444554 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4444554.000000 Penalty: 4950.807129
	Iteration 50Q: 3 clusters Score -4444554 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4444555.000000 Penalty: 4950.807129
	Iteration 51Q: 3 clusters Score -4444555 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -4444541.500000 Penalty: 4950.807129
	Iteration 52Q: 3 clusters Score -4444542 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4444522.000000 Penalty: 4950.807129
	Iteration 53Q: 3 clusters Score -4444522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -4444511.500000 Penalty: 4950.807129
	Iteration 54Q: 3 clusters Score -4444512 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -4444495.500000 Penalty: 4950.807129
	Iteration 55Q: 3 clusters Score -4444496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4444467.000000 Penalty: 4950.807129
	Iteration 56Q: 3 clusters Score -4444467 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -4444418.000000 Penalty: 4950.807129
	Iteration 57Q: 3 clusters Score -4444418 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4444395.000000 Penalty: 4950.807129
	Iteration 58Q: 3 clusters Score -4444395 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -4444329.000000 Penalty: 4950.807129
	Iteration 59Q: 3 clusters Score -4444329 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -4444312.000000 Penalty: 4950.807129
	Iteration 60F: 3 clusters Score -4444312 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4444299.500000 Penalty: 4950.807129
	Iteration 61Q: 3 clusters Score -4444300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4444278.000000 Penalty: 4950.807129
	Iteration 62Q: 3 clusters Score -4444278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4444277.500000 Penalty: 4950.807129
	Iteration 63Q: 3 clusters Score -4444278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4444270.500000 Penalty: 4950.807129
	Iteration 64Q: 3 clusters Score -4444270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4444263.000000 Penalty: 4950.807129
	Iteration 65Q: 3 clusters Score -4444263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -4444262.500000 Penalty: 4950.807129
	Iteration 66Q: 3 clusters Score -4444262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -4444264.000000 Penalty: 4950.807129
	Iteration 67Q: 3 clusters Score -4444264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4444263.000000 Penalty: 4950.807129
	Iteration 68Q: 3 clusters Score -4444263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4444263.500000 Penalty: 4950.807129
	Iteration 69Q: 3 clusters Score -4444264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4444262.500000 Penalty: 4950.807129
	Iteration 70Q: 3 clusters Score -4444262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4444259.500000 Penalty: 4950.807129
	Iteration 71Q: 3 clusters Score -4444260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4444262.500000 Penalty: 4950.807129
	Iteration 72Q: 3 clusters Score -4444262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -4444262.500000 Penalty: 4950.807129
	Iteration 73F: 3 clusters Score -4444262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Entering Unmasked Estep 
Score: -4909221.500000 Penalty: 2517.286133
	Iteration 0F: 2 clusters Score -4909222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -4891645.000000 Penalty: 5034.572266
	Iteration 0F: 3 clusters Score -4891645 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4897689.000000 Penalty: 5034.572266
	Iteration 1F: 3 clusters Score -4897689 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4898131.500000 Penalty: 5034.572266
	Iteration 2F: 3 clusters Score -4898132 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4898527.000000 Penalty: 5034.572266
	Iteration 3Q: 3 clusters Score -4898527 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4898830.500000 Penalty: 5034.572266
	Iteration 4Q: 3 clusters Score -4898830 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4899089.500000 Penalty: 5034.572266
	Iteration 5Q: 3 clusters Score -4899090 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4899312.000000 Penalty: 5034.572266
	Iteration 6Q: 3 clusters Score -4899312 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4899546.500000 Penalty: 5034.572266
	Iteration 7Q: 3 clusters Score -4899546 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4899750.000000 Penalty: 5034.572266
	Iteration 8Q: 3 clusters Score -4899750 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4900003.000000 Penalty: 5034.572266
	Iteration 9Q: 3 clusters Score -4900003 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -4900320.500000 Penalty: 5034.572266
	Iteration 10Q: 3 clusters Score -4900320 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4900807.000000 Penalty: 5034.572266
	Iteration 11Q: 3 clusters Score -4900807 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -4901379.000000 Penalty: 5034.572266
	Iteration 12Q: 3 clusters Score -4901379 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -4902005.000000 Penalty: 5034.572266
	Iteration 13Q: 3 clusters Score -4902005 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -4902644.000000 Penalty: 5034.572266
	Iteration 14Q: 3 clusters Score -4902644 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4903174.000000 Penalty: 5034.572266
	Iteration 15Q: 3 clusters Score -4903174 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -4903527.500000 Penalty: 5034.572266
	Iteration 16Q: 3 clusters Score -4903528 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -4903717.000000 Penalty: 5034.572266
	Iteration 17Q: 3 clusters Score -4903717 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4903849.000000 Penalty: 5034.572266
	Iteration 18Q: 3 clusters Score -4903849 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -4903944.000000 Penalty: 5034.572266
	Iteration 19Q: 3 clusters Score -4903944 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4904056.500000 Penalty: 5034.572266
	Iteration 20F: 3 clusters Score -4904056 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4904171.500000 Penalty: 5034.572266
	Iteration 21Q: 3 clusters Score -4904172 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -4904247.500000 Penalty: 5034.572266
	Iteration 22Q: 3 clusters Score -4904248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4904325.000000 Penalty: 5034.572266
	Iteration 23Q: 3 clusters Score -4904325 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -4904379.000000 Penalty: 5034.572266
	Iteration 24Q: 3 clusters Score -4904379 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -4904465.500000 Penalty: 5034.572266
	Iteration 25Q: 3 clusters Score -4904466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4904533.000000 Penalty: 5034.572266
	Iteration 26Q: 3 clusters Score -4904533 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4904596.500000 Penalty: 5034.572266
	Iteration 27Q: 3 clusters Score -4904596 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4904671.500000 Penalty: 5034.572266
	Iteration 28Q: 3 clusters Score -4904672 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4904734.000000 Penalty: 5034.572266
	Iteration 29Q: 3 clusters Score -4904734 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4904805.000000 Penalty: 5034.572266
	Iteration 30Q: 3 clusters Score -4904805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -4904876.000000 Penalty: 5034.572266
	Iteration 31Q: 3 clusters Score -4904876 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4904929.500000 Penalty: 5034.572266
	Iteration 32Q: 3 clusters Score -4904930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -4905017.000000 Penalty: 5034.572266
	Iteration 33Q: 3 clusters Score -4905017 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -4905108.000000 Penalty: 5034.572266
	Iteration 34Q: 3 clusters Score -4905108 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -4905185.000000 Penalty: 5034.572266
	Iteration 35Q: 3 clusters Score -4905185 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4905232.500000 Penalty: 5034.572266
	Iteration 36Q: 3 clusters Score -4905232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4905311.000000 Penalty: 5034.572266
	Iteration 37Q: 3 clusters Score -4905311 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4905374.500000 Penalty: 5034.572266
	Iteration 38Q: 3 clusters Score -4905374 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4905450.500000 Penalty: 5034.572266
	Iteration 39Q: 3 clusters Score -4905450 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4905496.000000 Penalty: 5034.572266
	Iteration 40F: 3 clusters Score -4905496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -4905556.000000 Penalty: 5034.572266
	Iteration 41Q: 3 clusters Score -4905556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4905598.500000 Penalty: 5034.572266
	Iteration 42Q: 3 clusters Score -4905598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -4905639.000000 Penalty: 5034.572266
	Iteration 43Q: 3 clusters Score -4905639 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4905681.500000 Penalty: 5034.572266
	Iteration 44Q: 3 clusters Score -4905682 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4905716.500000 Penalty: 5034.572266
	Iteration 45Q: 3 clusters Score -4905716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4905743.000000 Penalty: 5034.572266
	Iteration 46Q: 3 clusters Score -4905743 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4905756.500000 Penalty: 5034.572266
	Iteration 47Q: 3 clusters Score -4905756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -4905777.000000 Penalty: 5034.572266
	Iteration 48Q: 3 clusters Score -4905777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4905799.000000 Penalty: 5034.572266
	Iteration 49Q: 3 clusters Score -4905799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4905813.500000 Penalty: 5034.572266
	Iteration 50Q: 3 clusters Score -4905814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -4905822.500000 Penalty: 5034.572266
	Iteration 51Q: 3 clusters Score -4905822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4905841.000000 Penalty: 5034.572266
	Iteration 52Q: 3 clusters Score -4905841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4905847.500000 Penalty: 5034.572266
	Iteration 53Q: 3 clusters Score -4905848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4905848.500000 Penalty: 5034.572266
	Iteration 54Q: 3 clusters Score -4905848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4905849.000000 Penalty: 5034.572266
	Iteration 55Q: 3 clusters Score -4905849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -4905853.500000 Penalty: 5034.572266
	Iteration 56Q: 3 clusters Score -4905854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -4905852.000000 Penalty: 5034.572266
	Iteration 57Q: 3 clusters Score -4905852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4905853.000000 Penalty: 5034.572266
	Iteration 58Q: 3 clusters Score -4905853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4905870.000000 Penalty: 5034.572266
	Iteration 59Q: 3 clusters Score -4905870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4905866.000000 Penalty: 5034.572266
	Iteration 60F: 3 clusters Score -4905866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -4905870.000000 Penalty: 5034.572266
	Iteration 61Q: 3 clusters Score -4905870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4905862.500000 Penalty: 5034.572266
	Iteration 62Q: 3 clusters Score -4905862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4905882.000000 Penalty: 5034.572266
	Iteration 63Q: 3 clusters Score -4905882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -4905878.000000 Penalty: 5034.572266
	Iteration 64Q: 3 clusters Score -4905878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -4905886.500000 Penalty: 5034.572266
	Iteration 65Q: 3 clusters Score -4905886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4905889.500000 Penalty: 5034.572266
	Iteration 66Q: 3 clusters Score -4905890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -4905894.000000 Penalty: 5034.572266
	Iteration 67Q: 3 clusters Score -4905894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4905902.000000 Penalty: 5034.572266
	Iteration 68Q: 3 clusters Score -4905902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4905904.500000 Penalty: 5034.572266
	Iteration 69Q: 3 clusters Score -4905904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4905905.000000 Penalty: 5034.572266
	Iteration 70Q: 3 clusters Score -4905905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -4905915.000000 Penalty: 5034.572266
	Iteration 71Q: 3 clusters Score -4905915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4905921.000000 Penalty: 5034.572266
	Iteration 72Q: 3 clusters Score -4905921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -4905913.000000 Penalty: 5034.572266
	Iteration 73Q: 3 clusters Score -4905913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -4905910.000000 Penalty: 5034.572266
	Iteration 74Q: 3 clusters Score -4905910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4905918.500000 Penalty: 5034.572266
	Iteration 75Q: 3 clusters Score -4905918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -4905915.000000 Penalty: 5034.572266
	Iteration 76Q: 3 clusters Score -4905915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4905917.000000 Penalty: 5034.572266
	Iteration 77Q: 3 clusters Score -4905917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -4905919.000000 Penalty: 5034.572266
	Iteration 78Q: 3 clusters Score -4905919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -4905919.500000 Penalty: 5034.572266
	Iteration 79Q: 3 clusters Score -4905920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4905925.000000 Penalty: 5034.572266
	Iteration 80F: 3 clusters Score -4905925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4905934.500000 Penalty: 5034.572266
	Iteration 81Q: 3 clusters Score -4905934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4905935.000000 Penalty: 5034.572266
	Iteration 82Q: 3 clusters Score -4905935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -4905934.500000 Penalty: 5034.572266
	Iteration 83Q: 3 clusters Score -4905934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -4905934.500000 Penalty: 5034.572266
	Iteration 84Q: 3 clusters Score -4905934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4905934.000000 Penalty: 5034.572266
	Iteration 85Q: 3 clusters Score -4905934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4905934.000000 Penalty: 5034.572266
	Iteration 86F: 3 clusters Score -4905934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Entering Unmasked Estep 
Score: -3513762.750000 Penalty: 2447.293457
	Iteration 0F: 2 clusters Score -3513763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3500142.750000 Penalty: 4894.586914
	Iteration 0F: 3 clusters Score -3500143 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3504572.250000 Penalty: 4894.586914
	Iteration 1F: 3 clusters Score -3504572 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3504974.250000 Penalty: 4894.586914
	Iteration 2F: 3 clusters Score -3504974 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3505350.500000 Penalty: 4894.586914
	Iteration 3Q: 3 clusters Score -3505350 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3505774.250000 Penalty: 4894.586914
	Iteration 4Q: 3 clusters Score -3505774 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3506316.250000 Penalty: 4894.586914
	Iteration 5Q: 3 clusters Score -3506316 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3507037.500000 Penalty: 4894.586914
	Iteration 6F: 3 clusters Score -3507038 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3507946.500000 Penalty: 4894.586914
	Iteration 7F: 3 clusters Score -3507946 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3508926.250000 Penalty: 4894.586914
	Iteration 8F: 3 clusters Score -3508926 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3509843.500000 Penalty: 4894.586914
	Iteration 9F: 3 clusters Score -3509844 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3510509.750000 Penalty: 4894.586914
	Iteration 10Q: 3 clusters Score -3510510 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3510966.250000 Penalty: 4894.586914
	Iteration 11Q: 3 clusters Score -3510966 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3511258.250000 Penalty: 4894.586914
	Iteration 12Q: 3 clusters Score -3511258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3511421.750000 Penalty: 4894.586914
	Iteration 13Q: 3 clusters Score -3511422 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -3511483.250000 Penalty: 4894.586914
	Iteration 14Q: 3 clusters Score -3511483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3511519.750000 Penalty: 4894.586914
	Iteration 15Q: 3 clusters Score -3511520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3511546.000000 Penalty: 4894.586914
	Iteration 16Q: 3 clusters Score -3511546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3511569.000000 Penalty: 4894.586914
	Iteration 17Q: 3 clusters Score -3511569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3511586.500000 Penalty: 4894.586914
	Iteration 18Q: 3 clusters Score -3511586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3511596.750000 Penalty: 4894.586914
	Iteration 19Q: 3 clusters Score -3511597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3511602.000000 Penalty: 4894.586914
	Iteration 20F: 3 clusters Score -3511602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3511603.750000 Penalty: 4894.586914
	Iteration 21Q: 3 clusters Score -3511604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -3511603.750000 Penalty: 4894.586914
	Iteration 22F: 3 clusters Score -3511604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Entering Unmasked Estep 
Score: -1941323.875000 Penalty: 2294.653076
	Iteration 0F: 2 clusters Score -1941324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1933341.875000 Penalty: 4589.306152
	Iteration 0F: 3 clusters Score -1933342 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1935578.750000 Penalty: 4589.306152
	Iteration 1F: 3 clusters Score -1935579 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1935908.875000 Penalty: 4589.306152
	Iteration 2F: 3 clusters Score -1935909 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1936212.625000 Penalty: 4589.306152
	Iteration 3F: 3 clusters Score -1936213 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1936449.250000 Penalty: 4589.306152
	Iteration 4Q: 3 clusters Score -1936449 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1936664.625000 Penalty: 4589.306152
	Iteration 5Q: 3 clusters Score -1936665 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1936885.500000 Penalty: 4589.306152
	Iteration 6Q: 3 clusters Score -1936886 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1937105.000000 Penalty: 4589.306152
	Iteration 7Q: 3 clusters Score -1937105 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1937346.250000 Penalty: 4589.306152
	Iteration 8Q: 3 clusters Score -1937346 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1937585.625000 Penalty: 4589.306152
	Iteration 9Q: 3 clusters Score -1937586 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1937869.625000 Penalty: 4589.306152
	Iteration 10Q: 3 clusters Score -1937870 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1938152.875000 Penalty: 4589.306152
	Iteration 11Q: 3 clusters Score -1938153 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1938387.125000 Penalty: 4589.306152
	Iteration 12Q: 3 clusters Score -1938387 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1938580.375000 Penalty: 4589.306152
	Iteration 13Q: 3 clusters Score -1938580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1938732.000000 Penalty: 4589.306152
	Iteration 14Q: 3 clusters Score -1938732 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1938862.750000 Penalty: 4589.306152
	Iteration 15Q: 3 clusters Score -1938863 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1938962.625000 Penalty: 4589.306152
	Iteration 16Q: 3 clusters Score -1938963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1939042.625000 Penalty: 4589.306152
	Iteration 17Q: 3 clusters Score -1939043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1939107.625000 Penalty: 4589.306152
	Iteration 18Q: 3 clusters Score -1939108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1939152.875000 Penalty: 4589.306152
	Iteration 19Q: 3 clusters Score -1939153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1939191.750000 Penalty: 4589.306152
	Iteration 20F: 3 clusters Score -1939192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1939214.875000 Penalty: 4589.306152
	Iteration 21Q: 3 clusters Score -1939215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1939235.750000 Penalty: 4589.306152
	Iteration 22Q: 3 clusters Score -1939236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1939254.375000 Penalty: 4589.306152
	Iteration 23Q: 3 clusters Score -1939254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1939260.750000 Penalty: 4589.306152
	Iteration 24Q: 3 clusters Score -1939261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1939264.250000 Penalty: 4589.306152
	Iteration 25Q: 3 clusters Score -1939264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1939264.750000 Penalty: 4589.306152
	Iteration 26Q: 3 clusters Score -1939265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1939264.750000 Penalty: 4589.306152
	Iteration 27F: 3 clusters Score -1939265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -2299981.750000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -2299982 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 5581 members 
Entering Unmasked Estep 
Score: -2291494.750000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -2291495 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2294076.500000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -2294076 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2294413.250000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -2294413 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2294685.750000 Penalty: 4627.982422
	Iteration 3Q: 3 clusters Score -2294686 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2294961.250000 Penalty: 4627.982422
	Iteration 4Q: 3 clusters Score -2294961 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2295314.000000 Penalty: 4627.982422
	Iteration 5Q: 3 clusters Score -2295314 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2295704.750000 Penalty: 4627.982422
	Iteration 6F: 3 clusters Score -2295705 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2296155.750000 Penalty: 4627.982422
	Iteration 7F: 3 clusters Score -2296156 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2296642.500000 Penalty: 4627.982422
	Iteration 8F: 3 clusters Score -2296642 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2297049.250000 Penalty: 4627.982422
	Iteration 9F: 3 clusters Score -2297049 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2297385.000000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -2297385 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2297615.500000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -2297616 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2297774.000000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -2297774 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2297912.250000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -2297912 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2298000.250000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -2298000 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2298056.250000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -2298056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2298104.000000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -2298104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2298145.500000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -2298146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2298168.750000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -2298169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2298179.750000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -2298180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2298187.000000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -2298187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2298190.750000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -2298191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2298196.250000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -2298196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2298200.500000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -2298200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2298198.000000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -2298198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2298203.750000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -2298204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2298202.000000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -2298202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2298200.250000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -2298200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2298202.500000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -2298202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2298201.500000 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -2298202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2298203.250000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -2298203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2298202.250000 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -2298202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2298208.000000 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -2298208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2298206.750000 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -2298207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2298209.000000 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -2298209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -2298208.000000 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -2298208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2298205.750000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -2298206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2298204.000000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -2298204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2298207.250000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -2298207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2298208.500000 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -2298208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2298208.750000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -2298209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2298212.500000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -2298212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2298212.500000 Penalty: 4627.982422
	Iteration 42F: 3 clusters Score -2298212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Entering Unmasked Estep 
Score: -5106420.000000 Penalty: 2524.315674
	Iteration 0F: 2 clusters Score -5106420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5088739.500000 Penalty: 5048.631348
	Iteration 0F: 3 clusters Score -5088740 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -5095032.000000 Penalty: 5048.631348
	Iteration 1F: 3 clusters Score -5095032 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -5095475.000000 Penalty: 5048.631348
	Iteration 2Q: 3 clusters Score -5095475 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5095826.500000 Penalty: 5048.631348
	Iteration 3Q: 3 clusters Score -5095826 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5096197.000000 Penalty: 5048.631348
	Iteration 4Q: 3 clusters Score -5096197 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -5096588.500000 Penalty: 5048.631348
	Iteration 5Q: 3 clusters Score -5096588 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5097033.000000 Penalty: 5048.631348
	Iteration 6Q: 3 clusters Score -5097033 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5097561.000000 Penalty: 5048.631348
	Iteration 7Q: 3 clusters Score -5097561 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5098339.000000 Penalty: 5048.631348
	Iteration 8Q: 3 clusters Score -5098339 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5099333.500000 Penalty: 5048.631348
	Iteration 9F: 3 clusters Score -5099334 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5100418.500000 Penalty: 5048.631348
	Iteration 10F: 3 clusters Score -5100418 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5101410.000000 Penalty: 5048.631348
	Iteration 11Q: 3 clusters Score -5101410 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5101970.000000 Penalty: 5048.631348
	Iteration 12Q: 3 clusters Score -5101970 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -5102219.000000 Penalty: 5048.631348
	Iteration 13Q: 3 clusters Score -5102219 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5102362.500000 Penalty: 5048.631348
	Iteration 14Q: 3 clusters Score -5102362 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -5102465.000000 Penalty: 5048.631348
	Iteration 15Q: 3 clusters Score -5102465 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -5102548.000000 Penalty: 5048.631348
	Iteration 16Q: 3 clusters Score -5102548 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5102604.000000 Penalty: 5048.631348
	Iteration 17Q: 3 clusters Score -5102604 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -5102682.500000 Penalty: 5048.631348
	Iteration 18Q: 3 clusters Score -5102682 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5102740.000000 Penalty: 5048.631348
	Iteration 19Q: 3 clusters Score -5102740 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -5102774.000000 Penalty: 5048.631348
	Iteration 20F: 3 clusters Score -5102774 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5102807.500000 Penalty: 5048.631348
	Iteration 21Q: 3 clusters Score -5102808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -5102827.000000 Penalty: 5048.631348
	Iteration 22Q: 3 clusters Score -5102827 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5102863.000000 Penalty: 5048.631348
	Iteration 23Q: 3 clusters Score -5102863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -5102885.000000 Penalty: 5048.631348
	Iteration 24Q: 3 clusters Score -5102885 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -5102923.500000 Penalty: 5048.631348
	Iteration 25Q: 3 clusters Score -5102924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -5102936.500000 Penalty: 5048.631348
	Iteration 26Q: 3 clusters Score -5102936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -5102941.000000 Penalty: 5048.631348
	Iteration 27Q: 3 clusters Score -5102941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5102954.500000 Penalty: 5048.631348
	Iteration 28Q: 3 clusters Score -5102954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5102973.500000 Penalty: 5048.631348
	Iteration 29Q: 3 clusters Score -5102974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5102980.000000 Penalty: 5048.631348
	Iteration 30Q: 3 clusters Score -5102980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5102979.000000 Penalty: 5048.631348
	Iteration 31Q: 3 clusters Score -5102979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5102983.000000 Penalty: 5048.631348
	Iteration 32Q: 3 clusters Score -5102983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5102991.000000 Penalty: 5048.631348
	Iteration 33Q: 3 clusters Score -5102991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -5102996.000000 Penalty: 5048.631348
	Iteration 34Q: 3 clusters Score -5102996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5103010.000000 Penalty: 5048.631348
	Iteration 35Q: 3 clusters Score -5103010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5103017.500000 Penalty: 5048.631348
	Iteration 36Q: 3 clusters Score -5103018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5103016.500000 Penalty: 5048.631348
	Iteration 37Q: 3 clusters Score -5103016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5103032.500000 Penalty: 5048.631348
	Iteration 38Q: 3 clusters Score -5103032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5103045.500000 Penalty: 5048.631348
	Iteration 39Q: 3 clusters Score -5103046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5103048.000000 Penalty: 5048.631348
	Iteration 40F: 3 clusters Score -5103048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5103055.500000 Penalty: 5048.631348
	Iteration 41Q: 3 clusters Score -5103056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -5103062.500000 Penalty: 5048.631348
	Iteration 42Q: 3 clusters Score -5103062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5103077.000000 Penalty: 5048.631348
	Iteration 43Q: 3 clusters Score -5103077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5103081.000000 Penalty: 5048.631348
	Iteration 44Q: 3 clusters Score -5103081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -5103081.000000 Penalty: 5048.631348
	Iteration 45Q: 3 clusters Score -5103081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -5103083.000000 Penalty: 5048.631348
	Iteration 46Q: 3 clusters Score -5103083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -5103084.500000 Penalty: 5048.631348
	Iteration 47Q: 3 clusters Score -5103084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -5103089.000000 Penalty: 5048.631348
	Iteration 48Q: 3 clusters Score -5103089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5103101.000000 Penalty: 5048.631348
	Iteration 49Q: 3 clusters Score -5103101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5103101.000000 Penalty: 5048.631348
	Iteration 50Q: 3 clusters Score -5103101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5103100.500000 Penalty: 5048.631348
	Iteration 51Q: 3 clusters Score -5103100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -5103101.500000 Penalty: 5048.631348
	Iteration 52Q: 3 clusters Score -5103102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -5103109.000000 Penalty: 5048.631348
	Iteration 53Q: 3 clusters Score -5103109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5103122.500000 Penalty: 5048.631348
	Iteration 54Q: 3 clusters Score -5103122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -5103131.000000 Penalty: 5048.631348
	Iteration 55Q: 3 clusters Score -5103131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -5103147.000000 Penalty: 5048.631348
	Iteration 56Q: 3 clusters Score -5103147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5103162.000000 Penalty: 5048.631348
	Iteration 57Q: 3 clusters Score -5103162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5103167.500000 Penalty: 5048.631348
	Iteration 58Q: 3 clusters Score -5103168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5103174.000000 Penalty: 5048.631348
	Iteration 59Q: 3 clusters Score -5103174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -5103184.000000 Penalty: 5048.631348
	Iteration 60F: 3 clusters Score -5103184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5103199.500000 Penalty: 5048.631348
	Iteration 61Q: 3 clusters Score -5103200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5103208.000000 Penalty: 5048.631348
	Iteration 62Q: 3 clusters Score -5103208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -5103216.500000 Penalty: 5048.631348
	Iteration 63Q: 3 clusters Score -5103216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5103215.000000 Penalty: 5048.631348
	Iteration 64Q: 3 clusters Score -5103215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5103216.000000 Penalty: 5048.631348
	Iteration 65Q: 3 clusters Score -5103216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -5103227.000000 Penalty: 5048.631348
	Iteration 66Q: 3 clusters Score -5103227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -5103223.500000 Penalty: 5048.631348
	Iteration 67Q: 3 clusters Score -5103224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5103229.500000 Penalty: 5048.631348
	Iteration 68Q: 3 clusters Score -5103230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5103229.500000 Penalty: 5048.631348
	Iteration 69Q: 3 clusters Score -5103230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5103234.000000 Penalty: 5048.631348
	Iteration 70Q: 3 clusters Score -5103234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5103243.500000 Penalty: 5048.631348
	Iteration 71Q: 3 clusters Score -5103244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -5103241.000000 Penalty: 5048.631348
	Iteration 72Q: 3 clusters Score -5103241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5103241.500000 Penalty: 5048.631348
	Iteration 73Q: 3 clusters Score -5103242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -5103243.500000 Penalty: 5048.631348
	Iteration 74Q: 3 clusters Score -5103244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5103246.000000 Penalty: 5048.631348
	Iteration 75Q: 3 clusters Score -5103246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5103263.500000 Penalty: 5048.631348
	Iteration 76Q: 3 clusters Score -5103264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5103263.000000 Penalty: 5048.631348
	Iteration 77Q: 3 clusters Score -5103263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -5103263.500000 Penalty: 5048.631348
	Iteration 78Q: 3 clusters Score -5103264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -5103273.500000 Penalty: 5048.631348
	Iteration 79Q: 3 clusters Score -5103274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5103285.500000 Penalty: 5048.631348
	Iteration 80F: 3 clusters Score -5103286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -5103279.500000 Penalty: 5048.631348
	Iteration 81Q: 3 clusters Score -5103280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -5103300.000000 Penalty: 5048.631348
	Iteration 82Q: 3 clusters Score -5103300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -5103317.000000 Penalty: 5048.631348
	Iteration 83Q: 3 clusters Score -5103317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -5103314.500000 Penalty: 5048.631348
	Iteration 84Q: 3 clusters Score -5103314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5103324.000000 Penalty: 5048.631348
	Iteration 85Q: 3 clusters Score -5103324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -5103342.500000 Penalty: 5048.631348
	Iteration 86Q: 3 clusters Score -5103342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -5103355.000000 Penalty: 5048.631348
	Iteration 87Q: 3 clusters Score -5103355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -5103378.500000 Penalty: 5048.631348
	Iteration 88Q: 3 clusters Score -5103378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5103420.500000 Penalty: 5048.631348
	Iteration 89Q: 3 clusters Score -5103420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -5103458.000000 Penalty: 5048.631348
	Iteration 90Q: 3 clusters Score -5103458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5103487.000000 Penalty: 5048.631348
	Iteration 91Q: 3 clusters Score -5103487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -5103528.000000 Penalty: 5048.631348
	Iteration 92Q: 3 clusters Score -5103528 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5103559.500000 Penalty: 5048.631348
	Iteration 93Q: 3 clusters Score -5103560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -5103603.500000 Penalty: 5048.631348
	Iteration 94Q: 3 clusters Score -5103604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5103654.000000 Penalty: 5048.631348
	Iteration 95Q: 3 clusters Score -5103654 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5103668.000000 Penalty: 5048.631348
	Iteration 96Q: 3 clusters Score -5103668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5103690.000000 Penalty: 5048.631348
	Iteration 97Q: 3 clusters Score -5103690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5103728.500000 Penalty: 5048.631348
	Iteration 98Q: 3 clusters Score -5103728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -5103755.500000 Penalty: 5048.631348
	Iteration 99Q: 3 clusters Score -5103756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -5103787.500000 Penalty: 5048.631348
	Iteration 100F: 3 clusters Score -5103788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5103829.500000 Penalty: 5048.631348
	Iteration 101Q: 3 clusters Score -5103830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5103869.000000 Penalty: 5048.631348
	Iteration 102Q: 3 clusters Score -5103869 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -5103894.000000 Penalty: 5048.631348
	Iteration 103Q: 3 clusters Score -5103894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5103939.000000 Penalty: 5048.631348
	Iteration 104Q: 3 clusters Score -5103939 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -5103965.000000 Penalty: 5048.631348
	Iteration 105Q: 3 clusters Score -5103965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5104001.000000 Penalty: 5048.631348
	Iteration 106Q: 3 clusters Score -5104001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -5104037.000000 Penalty: 5048.631348
	Iteration 107Q: 3 clusters Score -5104037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5104078.500000 Penalty: 5048.631348
	Iteration 108Q: 3 clusters Score -5104078 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -5104113.500000 Penalty: 5048.631348
	Iteration 109Q: 3 clusters Score -5104114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5104136.500000 Penalty: 5048.631348
	Iteration 110Q: 3 clusters Score -5104136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -5104173.000000 Penalty: 5048.631348
	Iteration 111Q: 3 clusters Score -5104173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -5104201.000000 Penalty: 5048.631348
	Iteration 112Q: 3 clusters Score -5104201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -5104231.500000 Penalty: 5048.631348
	Iteration 113Q: 3 clusters Score -5104232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5104250.500000 Penalty: 5048.631348
	Iteration 114Q: 3 clusters Score -5104250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -5104268.000000 Penalty: 5048.631348
	Iteration 115Q: 3 clusters Score -5104268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5104300.500000 Penalty: 5048.631348
	Iteration 116Q: 3 clusters Score -5104300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5104301.500000 Penalty: 5048.631348
	Iteration 117Q: 3 clusters Score -5104302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5104317.500000 Penalty: 5048.631348
	Iteration 118Q: 3 clusters Score -5104318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -5104331.500000 Penalty: 5048.631348
	Iteration 119Q: 3 clusters Score -5104332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5104344.500000 Penalty: 5048.631348
	Iteration 120F: 3 clusters Score -5104344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -5104364.000000 Penalty: 5048.631348
	Iteration 121Q: 3 clusters Score -5104364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5104375.500000 Penalty: 5048.631348
	Iteration 122Q: 3 clusters Score -5104376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5104376.000000 Penalty: 5048.631348
	Iteration 123Q: 3 clusters Score -5104376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5104396.500000 Penalty: 5048.631348
	Iteration 124Q: 3 clusters Score -5104396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -5104401.000000 Penalty: 5048.631348
	Iteration 125Q: 3 clusters Score -5104401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5104429.000000 Penalty: 5048.631348
	Iteration 126Q: 3 clusters Score -5104429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5104444.000000 Penalty: 5048.631348
	Iteration 127Q: 3 clusters Score -5104444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5104447.000000 Penalty: 5048.631348
	Iteration 128Q: 3 clusters Score -5104447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5104459.000000 Penalty: 5048.631348
	Iteration 129Q: 3 clusters Score -5104459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -5104460.000000 Penalty: 5048.631348
	Iteration 130Q: 3 clusters Score -5104460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -5104472.500000 Penalty: 5048.631348
	Iteration 131Q: 3 clusters Score -5104472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -5104473.500000 Penalty: 5048.631348
	Iteration 132Q: 3 clusters Score -5104474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -5104488.000000 Penalty: 5048.631348
	Iteration 133Q: 3 clusters Score -5104488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -5104483.500000 Penalty: 5048.631348
	Iteration 134Q: 3 clusters Score -5104484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5104496.000000 Penalty: 5048.631348
	Iteration 135Q: 3 clusters Score -5104496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5104491.500000 Penalty: 5048.631348
	Iteration 136Q: 3 clusters Score -5104492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -5104496.500000 Penalty: 5048.631348
	Iteration 137Q: 3 clusters Score -5104496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5104507.000000 Penalty: 5048.631348
	Iteration 138Q: 3 clusters Score -5104507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5104510.500000 Penalty: 5048.631348
	Iteration 139Q: 3 clusters Score -5104510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -5104513.000000 Penalty: 5048.631348
	Iteration 140F: 3 clusters Score -5104513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5104518.000000 Penalty: 5048.631348
	Iteration 141Q: 3 clusters Score -5104518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5104518.000000 Penalty: 5048.631348
	Iteration 142Q: 3 clusters Score -5104518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -5104515.500000 Penalty: 5048.631348
	Iteration 143Q: 3 clusters Score -5104516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5104523.500000 Penalty: 5048.631348
	Iteration 144Q: 3 clusters Score -5104524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5104531.000000 Penalty: 5048.631348
	Iteration 145Q: 3 clusters Score -5104531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -5104529.500000 Penalty: 5048.631348
	Iteration 146Q: 3 clusters Score -5104530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -5104527.000000 Penalty: 5048.631348
	Iteration 147Q: 3 clusters Score -5104527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5104525.000000 Penalty: 5048.631348
	Iteration 148Q: 3 clusters Score -5104525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -5104531.500000 Penalty: 5048.631348
	Iteration 149Q: 3 clusters Score -5104532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5104535.000000 Penalty: 5048.631348
	Iteration 150Q: 3 clusters Score -5104535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -5104537.500000 Penalty: 5048.631348
	Iteration 151Q: 3 clusters Score -5104538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5104542.000000 Penalty: 5048.631348
	Iteration 152Q: 3 clusters Score -5104542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5104544.500000 Penalty: 5048.631348
	Iteration 153Q: 3 clusters Score -5104544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5104544.500000 Penalty: 5048.631348
	Iteration 154F: 3 clusters Score -5104544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -32501.761719 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32501.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32619.316406 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32619.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32649.289062 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32649.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32655.794922 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -32655.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32655.794922 Penalty: 2642.626465
	Iteration 4F: 3 clusters Score -32655.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Entering Unmasked Estep 
Score: -4870520.000000 Penalty: 2522.548340
	Iteration 0F: 2 clusters Score -4870520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4852696.500000 Penalty: 5045.096680
	Iteration 0F: 3 clusters Score -4852696 nChanged 11728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4859008.000000 Penalty: 5045.096680
	Iteration 1F: 3 clusters Score -4859008 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4859456.500000 Penalty: 5045.096680
	Iteration 2Q: 3 clusters Score -4859456 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4859918.000000 Penalty: 5045.096680
	Iteration 3Q: 3 clusters Score -4859918 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4860405.500000 Penalty: 5045.096680
	Iteration 4Q: 3 clusters Score -4860406 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -4861054.000000 Penalty: 5045.096680
	Iteration 5Q: 3 clusters Score -4861054 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -4861939.000000 Penalty: 5045.096680
	Iteration 6F: 3 clusters Score -4861939 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4863085.000000 Penalty: 5045.096680
	Iteration 7F: 3 clusters Score -4863085 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4864573.000000 Penalty: 5045.096680
	Iteration 8F: 3 clusters Score -4864573 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4866137.500000 Penalty: 5045.096680
	Iteration 9F: 3 clusters Score -4866138 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4867298.500000 Penalty: 5045.096680
	Iteration 10Q: 3 clusters Score -4867298 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4867871.000000 Penalty: 5045.096680
	Iteration 11Q: 3 clusters Score -4867871 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4868171.500000 Penalty: 5045.096680
	Iteration 12Q: 3 clusters Score -4868172 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4868356.500000 Penalty: 5045.096680
	Iteration 13Q: 3 clusters Score -4868356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4868435.500000 Penalty: 5045.096680
	Iteration 14Q: 3 clusters Score -4868436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -4868490.000000 Penalty: 5045.096680
	Iteration 15Q: 3 clusters Score -4868490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -4868507.500000 Penalty: 5045.096680
	Iteration 16Q: 3 clusters Score -4868508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4868517.000000 Penalty: 5045.096680
	Iteration 17Q: 3 clusters Score -4868517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -4868531.000000 Penalty: 5045.096680
	Iteration 18Q: 3 clusters Score -4868531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4868550.500000 Penalty: 5045.096680
	Iteration 19Q: 3 clusters Score -4868550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4868562.000000 Penalty: 5045.096680
	Iteration 20F: 3 clusters Score -4868562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4868571.500000 Penalty: 5045.096680
	Iteration 21Q: 3 clusters Score -4868572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4868583.500000 Penalty: 5045.096680
	Iteration 22Q: 3 clusters Score -4868584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4868585.000000 Penalty: 5045.096680
	Iteration 23Q: 3 clusters Score -4868585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4868590.500000 Penalty: 5045.096680
	Iteration 24Q: 3 clusters Score -4868590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4868602.000000 Penalty: 5045.096680
	Iteration 25Q: 3 clusters Score -4868602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4868601.000000 Penalty: 5045.096680
	Iteration 26Q: 3 clusters Score -4868601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4868604.000000 Penalty: 5045.096680
	Iteration 27Q: 3 clusters Score -4868604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4868603.500000 Penalty: 5045.096680
	Iteration 28Q: 3 clusters Score -4868604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4868602.500000 Penalty: 5045.096680
	Iteration 29Q: 3 clusters Score -4868602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4868602.500000 Penalty: 5045.096680
	Iteration 30F: 3 clusters Score -4868602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Entering Unmasked Estep 
Score: -6233802.500000 Penalty: 2581.919922
	Iteration 0F: 2 clusters Score -6233802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -6211886.500000 Penalty: 5163.839844
	Iteration 0F: 3 clusters Score -6211886 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -6220046.500000 Penalty: 5163.839844
	Iteration 1F: 3 clusters Score -6220046 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6220528.000000 Penalty: 5163.839844
	Iteration 2Q: 3 clusters Score -6220528 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -6220937.000000 Penalty: 5163.839844
	Iteration 3Q: 3 clusters Score -6220937 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -6221274.500000 Penalty: 5163.839844
	Iteration 4Q: 3 clusters Score -6221274 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -6221658.000000 Penalty: 5163.839844
	Iteration 5Q: 3 clusters Score -6221658 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -6222128.000000 Penalty: 5163.839844
	Iteration 6Q: 3 clusters Score -6222128 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6222672.500000 Penalty: 5163.839844
	Iteration 7Q: 3 clusters Score -6222672 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -6223376.000000 Penalty: 5163.839844
	Iteration 8Q: 3 clusters Score -6223376 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -6224304.000000 Penalty: 5163.839844
	Iteration 9Q: 3 clusters Score -6224304 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -6225531.500000 Penalty: 5163.839844
	Iteration 10F: 3 clusters Score -6225532 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -6226815.500000 Penalty: 5163.839844
	Iteration 11F: 3 clusters Score -6226816 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -6227757.000000 Penalty: 5163.839844
	Iteration 12F: 3 clusters Score -6227757 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6228203.500000 Penalty: 5163.839844
	Iteration 13Q: 3 clusters Score -6228204 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -6228353.000000 Penalty: 5163.839844
	Iteration 14Q: 3 clusters Score -6228353 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -6228402.000000 Penalty: 5163.839844
	Iteration 15Q: 3 clusters Score -6228402 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -6228456.500000 Penalty: 5163.839844
	Iteration 16Q: 3 clusters Score -6228456 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6228528.000000 Penalty: 5163.839844
	Iteration 17Q: 3 clusters Score -6228528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -6228568.000000 Penalty: 5163.839844
	Iteration 18Q: 3 clusters Score -6228568 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -6228610.000000 Penalty: 5163.839844
	Iteration 19Q: 3 clusters Score -6228610 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -6228631.500000 Penalty: 5163.839844
	Iteration 20F: 3 clusters Score -6228632 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6228657.500000 Penalty: 5163.839844
	Iteration 21Q: 3 clusters Score -6228658 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -6228695.500000 Penalty: 5163.839844
	Iteration 22Q: 3 clusters Score -6228696 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6228731.500000 Penalty: 5163.839844
	Iteration 23Q: 3 clusters Score -6228732 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6228762.500000 Penalty: 5163.839844
	Iteration 24Q: 3 clusters Score -6228762 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -6228812.500000 Penalty: 5163.839844
	Iteration 25Q: 3 clusters Score -6228812 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -6228878.000000 Penalty: 5163.839844
	Iteration 26Q: 3 clusters Score -6228878 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -6228908.000000 Penalty: 5163.839844
	Iteration 27Q: 3 clusters Score -6228908 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -6228988.000000 Penalty: 5163.839844
	Iteration 28Q: 3 clusters Score -6228988 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -6229062.000000 Penalty: 5163.839844
	Iteration 29Q: 3 clusters Score -6229062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -6229119.500000 Penalty: 5163.839844
	Iteration 30Q: 3 clusters Score -6229120 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6229174.000000 Penalty: 5163.839844
	Iteration 31Q: 3 clusters Score -6229174 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -6229229.500000 Penalty: 5163.839844
	Iteration 32Q: 3 clusters Score -6229230 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -6229304.000000 Penalty: 5163.839844
	Iteration 33Q: 3 clusters Score -6229304 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6229380.500000 Penalty: 5163.839844
	Iteration 34Q: 3 clusters Score -6229380 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -6229420.500000 Penalty: 5163.839844
	Iteration 35Q: 3 clusters Score -6229420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -6229480.500000 Penalty: 5163.839844
	Iteration 36Q: 3 clusters Score -6229480 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -6229516.000000 Penalty: 5163.839844
	Iteration 37Q: 3 clusters Score -6229516 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -6229588.000000 Penalty: 5163.839844
	Iteration 38Q: 3 clusters Score -6229588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -6229624.500000 Penalty: 5163.839844
	Iteration 39Q: 3 clusters Score -6229624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6229673.500000 Penalty: 5163.839844
	Iteration 40F: 3 clusters Score -6229674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -6229676.500000 Penalty: 5163.839844
	Iteration 41Q: 3 clusters Score -6229676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6229700.000000 Penalty: 5163.839844
	Iteration 42Q: 3 clusters Score -6229700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -6229733.500000 Penalty: 5163.839844
	Iteration 43Q: 3 clusters Score -6229734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6229763.000000 Penalty: 5163.839844
	Iteration 44Q: 3 clusters Score -6229763 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -6229761.000000 Penalty: 5163.839844
	Iteration 45Q: 3 clusters Score -6229761 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -6229776.500000 Penalty: 5163.839844
	Iteration 46Q: 3 clusters Score -6229776 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -6229807.000000 Penalty: 5163.839844
	Iteration 47Q: 3 clusters Score -6229807 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6229845.000000 Penalty: 5163.839844
	Iteration 48Q: 3 clusters Score -6229845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6229878.500000 Penalty: 5163.839844
	Iteration 49Q: 3 clusters Score -6229878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -6229910.000000 Penalty: 5163.839844
	Iteration 50Q: 3 clusters Score -6229910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -6229909.500000 Penalty: 5163.839844
	Iteration 51Q: 3 clusters Score -6229910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -6229921.000000 Penalty: 5163.839844
	Iteration 52Q: 3 clusters Score -6229921 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -6229931.500000 Penalty: 5163.839844
	Iteration 53Q: 3 clusters Score -6229932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6229949.000000 Penalty: 5163.839844
	Iteration 54Q: 3 clusters Score -6229949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6229964.500000 Penalty: 5163.839844
	Iteration 55Q: 3 clusters Score -6229964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -6229989.000000 Penalty: 5163.839844
	Iteration 56Q: 3 clusters Score -6229989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -6230004.000000 Penalty: 5163.839844
	Iteration 57Q: 3 clusters Score -6230004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6230025.000000 Penalty: 5163.839844
	Iteration 58Q: 3 clusters Score -6230025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -6230051.000000 Penalty: 5163.839844
	Iteration 59Q: 3 clusters Score -6230051 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -6230088.000000 Penalty: 5163.839844
	Iteration 60F: 3 clusters Score -6230088 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -6230124.000000 Penalty: 5163.839844
	Iteration 61Q: 3 clusters Score -6230124 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -6230157.500000 Penalty: 5163.839844
	Iteration 62Q: 3 clusters Score -6230158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -6230169.500000 Penalty: 5163.839844
	Iteration 63Q: 3 clusters Score -6230170 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6230212.000000 Penalty: 5163.839844
	Iteration 64Q: 3 clusters Score -6230212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -6230230.000000 Penalty: 5163.839844
	Iteration 65Q: 3 clusters Score -6230230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6230286.000000 Penalty: 5163.839844
	Iteration 66Q: 3 clusters Score -6230286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6230323.500000 Penalty: 5163.839844
	Iteration 67Q: 3 clusters Score -6230324 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -6230387.000000 Penalty: 5163.839844
	Iteration 68Q: 3 clusters Score -6230387 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6230383.500000 Penalty: 5163.839844
	Iteration 69Q: 3 clusters Score -6230384 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6230430.500000 Penalty: 5163.839844
	Iteration 70Q: 3 clusters Score -6230430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6230459.500000 Penalty: 5163.839844
	Iteration 71Q: 3 clusters Score -6230460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -6230489.500000 Penalty: 5163.839844
	Iteration 72Q: 3 clusters Score -6230490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -6230523.000000 Penalty: 5163.839844
	Iteration 73Q: 3 clusters Score -6230523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -6230547.000000 Penalty: 5163.839844
	Iteration 74Q: 3 clusters Score -6230547 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6230572.000000 Penalty: 5163.839844
	Iteration 75Q: 3 clusters Score -6230572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -6230588.000000 Penalty: 5163.839844
	Iteration 76Q: 3 clusters Score -6230588 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -6230618.000000 Penalty: 5163.839844
	Iteration 77Q: 3 clusters Score -6230618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -6230653.500000 Penalty: 5163.839844
	Iteration 78Q: 3 clusters Score -6230654 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -6230657.500000 Penalty: 5163.839844
	Iteration 79Q: 3 clusters Score -6230658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6230672.500000 Penalty: 5163.839844
	Iteration 80F: 3 clusters Score -6230672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -6230674.500000 Penalty: 5163.839844
	Iteration 81Q: 3 clusters Score -6230674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -6230683.500000 Penalty: 5163.839844
	Iteration 82Q: 3 clusters Score -6230684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -6230710.500000 Penalty: 5163.839844
	Iteration 83Q: 3 clusters Score -6230710 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -6230704.500000 Penalty: 5163.839844
	Iteration 84Q: 3 clusters Score -6230704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -6230709.000000 Penalty: 5163.839844
	Iteration 85Q: 3 clusters Score -6230709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6230730.500000 Penalty: 5163.839844
	Iteration 86Q: 3 clusters Score -6230730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6230751.000000 Penalty: 5163.839844
	Iteration 87Q: 3 clusters Score -6230751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -6230763.000000 Penalty: 5163.839844
	Iteration 88Q: 3 clusters Score -6230763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -6230777.500000 Penalty: 5163.839844
	Iteration 89Q: 3 clusters Score -6230778 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -6230775.000000 Penalty: 5163.839844
	Iteration 90Q: 3 clusters Score -6230775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -6230794.000000 Penalty: 5163.839844
	Iteration 91Q: 3 clusters Score -6230794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -6230791.500000 Penalty: 5163.839844
	Iteration 92Q: 3 clusters Score -6230792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -6230795.500000 Penalty: 5163.839844
	Iteration 93Q: 3 clusters Score -6230796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6230813.500000 Penalty: 5163.839844
	Iteration 94Q: 3 clusters Score -6230814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -6230822.000000 Penalty: 5163.839844
	Iteration 95Q: 3 clusters Score -6230822 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6230836.000000 Penalty: 5163.839844
	Iteration 96Q: 3 clusters Score -6230836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6230852.000000 Penalty: 5163.839844
	Iteration 97Q: 3 clusters Score -6230852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6230843.000000 Penalty: 5163.839844
	Iteration 98Q: 3 clusters Score -6230843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -6230862.000000 Penalty: 5163.839844
	Iteration 99Q: 3 clusters Score -6230862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6230847.500000 Penalty: 5163.839844
	Iteration 100F: 3 clusters Score -6230848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -6230864.000000 Penalty: 5163.839844
	Iteration 101Q: 3 clusters Score -6230864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6230875.500000 Penalty: 5163.839844
	Iteration 102Q: 3 clusters Score -6230876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -6230889.500000 Penalty: 5163.839844
	Iteration 103Q: 3 clusters Score -6230890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6230895.500000 Penalty: 5163.839844
	Iteration 104Q: 3 clusters Score -6230896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -6230889.500000 Penalty: 5163.839844
	Iteration 105Q: 3 clusters Score -6230890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -6230888.000000 Penalty: 5163.839844
	Iteration 106Q: 3 clusters Score -6230888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -6230907.000000 Penalty: 5163.839844
	Iteration 107Q: 3 clusters Score -6230907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6230904.500000 Penalty: 5163.839844
	Iteration 108Q: 3 clusters Score -6230904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -6230914.500000 Penalty: 5163.839844
	Iteration 109Q: 3 clusters Score -6230914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -6230908.500000 Penalty: 5163.839844
	Iteration 110Q: 3 clusters Score -6230908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -6230929.500000 Penalty: 5163.839844
	Iteration 111Q: 3 clusters Score -6230930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -6230931.000000 Penalty: 5163.839844
	Iteration 112Q: 3 clusters Score -6230931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -6230954.000000 Penalty: 5163.839844
	Iteration 113Q: 3 clusters Score -6230954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -6230955.500000 Penalty: 5163.839844
	Iteration 114Q: 3 clusters Score -6230956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -6230984.500000 Penalty: 5163.839844
	Iteration 115Q: 3 clusters Score -6230984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6230995.500000 Penalty: 5163.839844
	Iteration 116Q: 3 clusters Score -6230996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6231010.000000 Penalty: 5163.839844
	Iteration 117Q: 3 clusters Score -6231010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -6231011.500000 Penalty: 5163.839844
	Iteration 118Q: 3 clusters Score -6231012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -6231010.500000 Penalty: 5163.839844
	Iteration 119Q: 3 clusters Score -6231010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6231026.500000 Penalty: 5163.839844
	Iteration 120F: 3 clusters Score -6231026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6231031.500000 Penalty: 5163.839844
	Iteration 121Q: 3 clusters Score -6231032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -6231047.500000 Penalty: 5163.839844
	Iteration 122Q: 3 clusters Score -6231048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -6231036.500000 Penalty: 5163.839844
	Iteration 123Q: 3 clusters Score -6231036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -6231049.000000 Penalty: 5163.839844
	Iteration 124Q: 3 clusters Score -6231049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6231061.500000 Penalty: 5163.839844
	Iteration 125Q: 3 clusters Score -6231062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -6231049.000000 Penalty: 5163.839844
	Iteration 126Q: 3 clusters Score -6231049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6231054.500000 Penalty: 5163.839844
	Iteration 127Q: 3 clusters Score -6231054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -6231062.000000 Penalty: 5163.839844
	Iteration 128Q: 3 clusters Score -6231062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -6231055.500000 Penalty: 5163.839844
	Iteration 129Q: 3 clusters Score -6231056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -6231054.000000 Penalty: 5163.839844
	Iteration 130Q: 3 clusters Score -6231054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6231054.500000 Penalty: 5163.839844
	Iteration 131Q: 3 clusters Score -6231054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6231057.500000 Penalty: 5163.839844
	Iteration 132Q: 3 clusters Score -6231058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -6231069.500000 Penalty: 5163.839844
	Iteration 133Q: 3 clusters Score -6231070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -6231067.500000 Penalty: 5163.839844
	Iteration 134Q: 3 clusters Score -6231068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -6231073.500000 Penalty: 5163.839844
	Iteration 135Q: 3 clusters Score -6231074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -6231079.500000 Penalty: 5163.839844
	Iteration 136Q: 3 clusters Score -6231080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -6231086.000000 Penalty: 5163.839844
	Iteration 137Q: 3 clusters Score -6231086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -6231084.500000 Penalty: 5163.839844
	Iteration 138Q: 3 clusters Score -6231084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -6231081.500000 Penalty: 5163.839844
	Iteration 139Q: 3 clusters Score -6231082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -6231079.500000 Penalty: 5163.839844
	Iteration 140F: 3 clusters Score -6231080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -6231077.500000 Penalty: 5163.839844
	Iteration 141Q: 3 clusters Score -6231078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -6231090.000000 Penalty: 5163.839844
	Iteration 142Q: 3 clusters Score -6231090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -6231095.500000 Penalty: 5163.839844
	Iteration 143Q: 3 clusters Score -6231096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -6231112.000000 Penalty: 5163.839844
	Iteration 144Q: 3 clusters Score -6231112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -6231113.000000 Penalty: 5163.839844
	Iteration 145Q: 3 clusters Score -6231113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -6231109.000000 Penalty: 5163.839844
	Iteration 146Q: 3 clusters Score -6231109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -6231113.000000 Penalty: 5163.839844
	Iteration 147Q: 3 clusters Score -6231113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -6231103.500000 Penalty: 5163.839844
	Iteration 148Q: 3 clusters Score -6231104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -6231111.500000 Penalty: 5163.839844
	Iteration 149Q: 3 clusters Score -6231112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -6231112.000000 Penalty: 5163.839844
	Iteration 150Q: 3 clusters Score -6231112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -6231122.500000 Penalty: 5163.839844
	Iteration 151Q: 3 clusters Score -6231122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6231122.500000 Penalty: 5163.839844
	Iteration 152Q: 3 clusters Score -6231122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6231120.000000 Penalty: 5163.839844
	Iteration 153Q: 3 clusters Score -6231120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6231120.000000 Penalty: 5163.839844
	Iteration 154Q: 3 clusters Score -6231120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6231120.000000 Penalty: 5163.839844
	Iteration 155F: 3 clusters Score -6231120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Entering Unmasked Estep 
Score: -7242953.000000 Penalty: 2620.392334
	Iteration 0F: 2 clusters Score -7242953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -7218094.000000 Penalty: 5240.784668
	Iteration 0F: 3 clusters Score -7218094 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -7227939.000000 Penalty: 5240.784668
	Iteration 1F: 3 clusters Score -7227939 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -7228590.000000 Penalty: 5240.784668
	Iteration 2Q: 3 clusters Score -7228590 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -7229313.000000 Penalty: 5240.784668
	Iteration 3Q: 3 clusters Score -7229313 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7230343.500000 Penalty: 5240.784668
	Iteration 4F: 3 clusters Score -7230344 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -7231658.500000 Penalty: 5240.784668
	Iteration 5F: 3 clusters Score -7231658 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7233256.000000 Penalty: 5240.784668
	Iteration 6F: 3 clusters Score -7233256 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -7235091.500000 Penalty: 5240.784668
	Iteration 7F: 3 clusters Score -7235092 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7237010.000000 Penalty: 5240.784668
	Iteration 8F: 3 clusters Score -7237010 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -7238519.500000 Penalty: 5240.784668
	Iteration 9F: 3 clusters Score -7238520 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7239530.000000 Penalty: 5240.784668
	Iteration 10Q: 3 clusters Score -7239530 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -7240072.500000 Penalty: 5240.784668
	Iteration 11Q: 3 clusters Score -7240072 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7240346.000000 Penalty: 5240.784668
	Iteration 12Q: 3 clusters Score -7240346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7240479.000000 Penalty: 5240.784668
	Iteration 13Q: 3 clusters Score -7240479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7240563.500000 Penalty: 5240.784668
	Iteration 14Q: 3 clusters Score -7240564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -7240609.500000 Penalty: 5240.784668
	Iteration 15Q: 3 clusters Score -7240610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7240638.000000 Penalty: 5240.784668
	Iteration 16Q: 3 clusters Score -7240638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7240639.000000 Penalty: 5240.784668
	Iteration 17Q: 3 clusters Score -7240639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -7240650.500000 Penalty: 5240.784668
	Iteration 18Q: 3 clusters Score -7240650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -7240658.000000 Penalty: 5240.784668
	Iteration 19Q: 3 clusters Score -7240658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -7240672.000000 Penalty: 5240.784668
	Iteration 20F: 3 clusters Score -7240672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -7240676.500000 Penalty: 5240.784668
	Iteration 21Q: 3 clusters Score -7240676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -7240679.500000 Penalty: 5240.784668
	Iteration 22Q: 3 clusters Score -7240680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7240679.000000 Penalty: 5240.784668
	Iteration 23Q: 3 clusters Score -7240679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7240679.000000 Penalty: 5240.784668
	Iteration 24F: 3 clusters Score -7240679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Entering Unmasked Estep 
Score: -5248103.500000 Penalty: 2530.205811
	Iteration 0F: 2 clusters Score -5248104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5230097.500000 Penalty: 5060.411621
	Iteration 0F: 3 clusters Score -5230098 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5236679.500000 Penalty: 5060.411621
	Iteration 1F: 3 clusters Score -5236680 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -5237091.000000 Penalty: 5060.411621
	Iteration 2F: 3 clusters Score -5237091 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5237385.000000 Penalty: 5060.411621
	Iteration 3Q: 3 clusters Score -5237385 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5237585.500000 Penalty: 5060.411621
	Iteration 4Q: 3 clusters Score -5237586 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5237774.500000 Penalty: 5060.411621
	Iteration 5Q: 3 clusters Score -5237774 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5237913.500000 Penalty: 5060.411621
	Iteration 6Q: 3 clusters Score -5237914 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5238098.500000 Penalty: 5060.411621
	Iteration 7Q: 3 clusters Score -5238098 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -5238310.500000 Penalty: 5060.411621
	Iteration 8Q: 3 clusters Score -5238310 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -5238528.000000 Penalty: 5060.411621
	Iteration 9Q: 3 clusters Score -5238528 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -5238836.500000 Penalty: 5060.411621
	Iteration 10Q: 3 clusters Score -5238836 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5239285.000000 Penalty: 5060.411621
	Iteration 11Q: 3 clusters Score -5239285 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5239822.500000 Penalty: 5060.411621
	Iteration 12Q: 3 clusters Score -5239822 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -5240448.000000 Penalty: 5060.411621
	Iteration 13Q: 3 clusters Score -5240448 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5241140.000000 Penalty: 5060.411621
	Iteration 14Q: 3 clusters Score -5241140 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5241837.000000 Penalty: 5060.411621
	Iteration 15Q: 3 clusters Score -5241837 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5242407.000000 Penalty: 5060.411621
	Iteration 16Q: 3 clusters Score -5242407 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -5242794.500000 Penalty: 5060.411621
	Iteration 17Q: 3 clusters Score -5242794 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5242988.500000 Penalty: 5060.411621
	Iteration 18Q: 3 clusters Score -5242988 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -5243085.500000 Penalty: 5060.411621
	Iteration 19Q: 3 clusters Score -5243086 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5243160.000000 Penalty: 5060.411621
	Iteration 20F: 3 clusters Score -5243160 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -5243197.500000 Penalty: 5060.411621
	Iteration 21Q: 3 clusters Score -5243198 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -5243275.000000 Penalty: 5060.411621
	Iteration 22Q: 3 clusters Score -5243275 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -5243271.000000 Penalty: 5060.411621
	Iteration 23Q: 3 clusters Score -5243271 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -5243275.000000 Penalty: 5060.411621
	Iteration 24Q: 3 clusters Score -5243275 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -5243303.500000 Penalty: 5060.411621
	Iteration 25Q: 3 clusters Score -5243304 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -5243306.000000 Penalty: 5060.411621
	Iteration 26Q: 3 clusters Score -5243306 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -5243387.500000 Penalty: 5060.411621
	Iteration 27Q: 3 clusters Score -5243388 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5243416.500000 Penalty: 5060.411621
	Iteration 28Q: 3 clusters Score -5243416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5243452.500000 Penalty: 5060.411621
	Iteration 29Q: 3 clusters Score -5243452 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5243468.000000 Penalty: 5060.411621
	Iteration 30Q: 3 clusters Score -5243468 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -5243489.500000 Penalty: 5060.411621
	Iteration 31Q: 3 clusters Score -5243490 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5243515.000000 Penalty: 5060.411621
	Iteration 32Q: 3 clusters Score -5243515 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -5243537.000000 Penalty: 5060.411621
	Iteration 33Q: 3 clusters Score -5243537 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5243569.000000 Penalty: 5060.411621
	Iteration 34Q: 3 clusters Score -5243569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -5243604.000000 Penalty: 5060.411621
	Iteration 35Q: 3 clusters Score -5243604 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5243599.500000 Penalty: 5060.411621
	Iteration 36Q: 3 clusters Score -5243600 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5243595.500000 Penalty: 5060.411621
	Iteration 37Q: 3 clusters Score -5243596 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5243605.500000 Penalty: 5060.411621
	Iteration 38Q: 3 clusters Score -5243606 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -5243633.500000 Penalty: 5060.411621
	Iteration 39Q: 3 clusters Score -5243634 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5243719.500000 Penalty: 5060.411621
	Iteration 40F: 3 clusters Score -5243720 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5243828.500000 Penalty: 5060.411621
	Iteration 41Q: 3 clusters Score -5243828 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5243915.000000 Penalty: 5060.411621
	Iteration 42Q: 3 clusters Score -5243915 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5243994.000000 Penalty: 5060.411621
	Iteration 43Q: 3 clusters Score -5243994 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5244043.500000 Penalty: 5060.411621
	Iteration 44Q: 3 clusters Score -5244044 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -5244096.000000 Penalty: 5060.411621
	Iteration 45Q: 3 clusters Score -5244096 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5244138.500000 Penalty: 5060.411621
	Iteration 46Q: 3 clusters Score -5244138 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -5244160.000000 Penalty: 5060.411621
	Iteration 47Q: 3 clusters Score -5244160 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -5244204.000000 Penalty: 5060.411621
	Iteration 48Q: 3 clusters Score -5244204 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5244280.000000 Penalty: 5060.411621
	Iteration 49Q: 3 clusters Score -5244280 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5244318.000000 Penalty: 5060.411621
	Iteration 50Q: 3 clusters Score -5244318 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5244342.500000 Penalty: 5060.411621
	Iteration 51Q: 3 clusters Score -5244342 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5244410.500000 Penalty: 5060.411621
	Iteration 52Q: 3 clusters Score -5244410 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5244454.000000 Penalty: 5060.411621
	Iteration 53Q: 3 clusters Score -5244454 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5244502.500000 Penalty: 5060.411621
	Iteration 54Q: 3 clusters Score -5244502 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5244496.500000 Penalty: 5060.411621
	Iteration 55Q: 3 clusters Score -5244496 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5244558.500000 Penalty: 5060.411621
	Iteration 56Q: 3 clusters Score -5244558 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5244545.000000 Penalty: 5060.411621
	Iteration 57Q: 3 clusters Score -5244545 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -5244587.000000 Penalty: 5060.411621
	Iteration 58Q: 3 clusters Score -5244587 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5244578.000000 Penalty: 5060.411621
	Iteration 59Q: 3 clusters Score -5244578 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5244640.500000 Penalty: 5060.411621
	Iteration 60F: 3 clusters Score -5244640 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5244670.000000 Penalty: 5060.411621
	Iteration 61Q: 3 clusters Score -5244670 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5244839.000000 Penalty: 5060.411621
	Iteration 62Q: 3 clusters Score -5244839 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5245006.500000 Penalty: 5060.411621
	Iteration 63Q: 3 clusters Score -5245006 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -5245116.500000 Penalty: 5060.411621
	Iteration 64Q: 3 clusters Score -5245116 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -5245212.000000 Penalty: 5060.411621
	Iteration 65Q: 3 clusters Score -5245212 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5245337.000000 Penalty: 5060.411621
	Iteration 66Q: 3 clusters Score -5245337 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5245408.500000 Penalty: 5060.411621
	Iteration 67Q: 3 clusters Score -5245408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5245487.500000 Penalty: 5060.411621
	Iteration 68Q: 3 clusters Score -5245488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5245552.500000 Penalty: 5060.411621
	Iteration 69Q: 3 clusters Score -5245552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5245598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5245668 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5245700.000000 Penalty: 5060.411621
	Iteration 72Q: 3 clusters Score -5245700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5245732.000000 Penalty: 5060.411621
	Iteration 73Q: 3 clusters Score -5245732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5245764.500000 Penalty: 5060.411621
	Iteration 74Q: 3 clusters Score -5245764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -5245776.000000 Penalty: 5060.411621
	Iteration 75Q: 3 clusters Score -5245776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5245799.000000 Penalty: 5060.411621
	Iteration 76Q: 3 clusters Score -5245799 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -5245820.500000 Penalty: 5060.411621
	Iteration 77Q: 3 clusters Score -5245820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5245821.000000 Penalty: 5060.411621
	Iteration 78Q: 3 clusters Score -5245821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5245842.500000 Penalty: 5060.411621
	Iteration 79Q: 3 clusters Score -5245842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -5245893.500000 Penalty: 5060.411621
	Iteration 80F: 3 clusters Score -5245894 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -5245901.500000 Penalty: 5060.411621
	Iteration 81Q: 3 clusters Score -5245902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -5245911.500000 Penalty: 5060.411621
	Iteration 82Q: 3 clusters Score -5245912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5245913.500000 Penalty: 5060.411621
	Iteration 83Q: 3 clusters Score -5245914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5245913.000000 Penalty: 5060.411621
	Iteration 84Q: 3 clusters Score -5245913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -5245923.000000 Penalty: 5060.411621
	Iteration 85Q: 3 clusters Score -5245923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5245933.000000 Penalty: 5060.411621
	Iteration 86Q: 3 clusters Score -5245933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -5245943.000000 Penalty: 5060.411621
	Iteration 87Q: 3 clusters Score -5245943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -5245961.000000 Penalty: 5060.411621
	Iteration 88Q: 3 clusters Score -5245961 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -5245971.500000 Penalty: 5060.411621
	Iteration 89Q: 3 clusters Score -5245972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5245980.500000 Penalty: 5060.411621
	Iteration 90Q: 3 clusters Score -5245980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -5245975.000000 Penalty: 5060.411621
	Iteration 91Q: 3 clusters Score -5245975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -5245970.500000 Penalty: 5060.411621
	Iteration 92Q: 3 clusters Score -5245970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5245962.000000 Penalty: 5060.411621
	Iteration 93Q: 3 clusters Score -5245962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -5245966.000000 Penalty: 5060.411621
	Iteration 94Q: 3 clusters Score -5245966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5245960.500000 Penalty: 5060.411621
	Iteration 95Q: 3 clusters Score -5245960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5245968.000000 Penalty: 5060.411621
	Iteration 96Q: 3 clusters Score -5245968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -5245967.000000 Penalty: 5060.411621
	Iteration 97Q: 3 clusters Score -5245967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5245977.500000 Penalty: 5060.411621
	Iteration 98Q: 3 clusters Score -5245978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5245981.000000 Penalty: 5060.411621
	Iteration 99Q: 3 clusters Score -5245981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -5245982.000000 Penalty: 5060.411621
	Iteration 100F: 3 clusters Score -5245982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5245980.000000 Penalty: 5060.411621
	Iteration 101Q: 3 clusters Score -5245980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5245989.500000 Penalty: 5060.411621
	Iteration 102Q: 3 clusters Score -5245990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5246000.000000 Penalty: 5060.411621
	Iteration 103Q: 3 clusters Score -5246000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5245993.000000 Penalty: 5060.411621
	Iteration 104Q: 3 clusters Score -5245993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5246002.500000 Penalty: 5060.411621
	Iteration 105Q: 3 clusters Score -5246002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5245998.500000 Penalty: 5060.411621
	Iteration 106Q: 3 clusters Score -5245998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -5245996.500000 Penalty: 5060.411621
	Iteration 107Q: 3 clusters Score -5245996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5245999.500000 Penalty: 5060.411621
	Iteration 108Q: 3 clusters Score -5246000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5245990.500000 Penalty: 5060.411621
	Iteration 109Q: 3 clusters Score -5245990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5245993.000000 Penalty: 5060.411621
	Iteration 110Q: 3 clusters Score -5245993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -5246001.000000 Penalty: 5060.411621
	Iteration 111Q: 3 clusters Score -5246001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5245996.500000 Penalty: 5060.411621
	Iteration 112Q: 3 clusters Score -5245996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -5245998.000000 Penalty: 5060.411621
	Iteration 113Q: 3 clusters Score -5245998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -5246001.000000 Penalty: 5060.411621
	Iteration 114Q: 3 clusters Score -5246001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5246001.500000 Penalty: 5060.411621
	Iteration 115Q: 3 clusters Score -5246002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -5246010.000000 Penalty: 5060.411621
	Iteration 116Q: 3 clusters Score -5246010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5246001.500000 Penalty: 5060.411621
	Iteration 117Q: 3 clusters Score -5246002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -5246002.500000 Penalty: 5060.411621
	Iteration 118Q: 3 clusters Score -5246002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5246001.000000 Penalty: 5060.411621
	Iteration 119Q: 3 clusters Score -5246001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -5246008.000000 Penalty: 5060.411621
	Iteration 120F: 3 clusters Score -5246008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -5246015.000000 Penalty: 5060.411621
	Iteration 121Q: 3 clusters Score -5246015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5246008.500000 Penalty: 5060.411621
	Iteration 122Q: 3 clusters Score -5246008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5246008.000000 Penalty: 5060.411621
	Iteration 123Q: 3 clusters Score -5246008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5246008.000000 Penalty: 5060.411621
	Iteration 124F: 3 clusters Score -5246008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -387568.406250 Penalty: 1903.880371
	Iteration 0F: 2 clusters Score -387568.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -384835.718750 Penalty: 3807.760742
	Iteration 0F: 3 clusters Score -384835.7 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -385395.625000 Penalty: 3807.760742
	Iteration 1F: 3 clusters Score -385395.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -385577.875000 Penalty: 3807.760742
	Iteration 2F: 3 clusters Score -385577.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -385678.656250 Penalty: 3807.760742
	Iteration 3F: 3 clusters Score -385678.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -385751.250000 Penalty: 3807.760742
	Iteration 4Q: 3 clusters Score -385751.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -385808.125000 Penalty: 3807.760742
	Iteration 5Q: 3 clusters Score -385808.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -385859.656250 Penalty: 3807.760742
	Iteration 6Q: 3 clusters Score -385859.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -385900.093750 Penalty: 3807.760742
	Iteration 7Q: 3 clusters Score -385900.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -385932.062500 Penalty: 3807.760742
	Iteration 8Q: 3 clusters Score -385932.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -385966.312500 Penalty: 3807.760742
	Iteration 9Q: 3 clusters Score -385966.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -385991.281250 Penalty: 3807.760742
	Iteration 10Q: 3 clusters Score -385991.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -386014.125000 Penalty: 3807.760742
	Iteration 11Q: 3 clusters Score -386014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -386025.250000 Penalty: 3807.760742
	Iteration 12Q: 3 clusters Score -386025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -386039.906250 Penalty: 3807.760742
	Iteration 13Q: 3 clusters Score -386039.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -386052.343750 Penalty: 3807.760742
	Iteration 14Q: 3 clusters Score -386052.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -386068.218750 Penalty: 3807.760742
	Iteration 15Q: 3 clusters Score -386068.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -386082.437500 Penalty: 3807.760742
	Iteration 16Q: 3 clusters Score -386082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -386099.156250 Penalty: 3807.760742
	Iteration 17Q: 3 clusters Score -386099.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -386111.437500 Penalty: 3807.760742
	Iteration 18Q: 3 clusters Score -386111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -386127.718750 Penalty: 3807.760742
	Iteration 19Q: 3 clusters Score -386127.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -386141.875000 Penalty: 3807.760742
	Iteration 20F: 3 clusters Score -386141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -386154.562500 Penalty: 3807.760742
	Iteration 21Q: 3 clusters Score -386154.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -386172.531250 Penalty: 3807.760742
	Iteration 22Q: 3 clusters Score -386172.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -386192.875000 Penalty: 3807.760742
	Iteration 23Q: 3 clusters Score -386192.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -386205.312500 Penalty: 3807.760742
	Iteration 24Q: 3 clusters Score -386205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -386211.375000 Penalty: 3807.760742
	Iteration 25Q: 3 clusters Score -386211.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -386216.968750 Penalty: 3807.760742
	Iteration 26Q: 3 clusters Score -386217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -386224.562500 Penalty: 3807.760742
	Iteration 27Q: 3 clusters Score -386224.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -386228.906250 Penalty: 3807.760742
	Iteration 28Q: 3 clusters Score -386228.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -386231.812500 Penalty: 3807.760742
	Iteration 29Q: 3 clusters Score -386231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -386234.437500 Penalty: 3807.760742
	Iteration 30Q: 3 clusters Score -386234.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -386236.093750 Penalty: 3807.760742
	Iteration 31Q: 3 clusters Score -386236.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -386238.156250 Penalty: 3807.760742
	Iteration 32Q: 3 clusters Score -386238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -386239.468750 Penalty: 3807.760742
	Iteration 33Q: 3 clusters Score -386239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -386239.468750 Penalty: 3807.760742
	Iteration 34F: 3 clusters Score -386239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -8714758.000000 Penalty: 2659.228271
	Iteration 0F: 2 clusters Score -8714758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -8686228.000000 Penalty: 5318.456543
	Iteration 0F: 3 clusters Score -8686228 nChanged 21021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -8697815.000000 Penalty: 5318.456543
	Iteration 1F: 3 clusters Score -8697815 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8698266.000000 Penalty: 5318.456543
	Iteration 2Q: 3 clusters Score -8698266 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -8698715.000000 Penalty: 5318.456543
	Iteration 3Q: 3 clusters Score -8698715 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -8699123.000000 Penalty: 5318.456543
	Iteration 4Q: 3 clusters Score -8699123 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8699442.000000 Penalty: 5318.456543
	Iteration 5Q: 3 clusters Score -8699442 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8699785.000000 Penalty: 5318.456543
	Iteration 6Q: 3 clusters Score -8699785 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -8700118.000000 Penalty: 5318.456543
	Iteration 7Q: 3 clusters Score -8700118 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -8700468.000000 Penalty: 5318.456543
	Iteration 8Q: 3 clusters Score -8700468 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -8700885.000000 Penalty: 5318.456543
	Iteration 9Q: 3 clusters Score -8700885 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8701391.000000 Penalty: 5318.456543
	Iteration 10Q: 3 clusters Score -8701391 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -8702295.000000 Penalty: 5318.456543
	Iteration 11Q: 3 clusters Score -8702295 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -8703535.000000 Penalty: 5318.456543
	Iteration 12Q: 3 clusters Score -8703535 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -8705062.000000 Penalty: 5318.456543
	Iteration 13Q: 3 clusters Score -8705062 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -8706546.000000 Penalty: 5318.456543
	Iteration 14Q: 3 clusters Score -8706546 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -8707581.000000 Penalty: 5318.456543
	Iteration 15Q: 3 clusters Score -8707581 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -8708173.000000 Penalty: 5318.456543
	Iteration 16Q: 3 clusters Score -8708173 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8708455.000000 Penalty: 5318.456543
	Iteration 17Q: 3 clusters Score -8708455 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -8708652.000000 Penalty: 5318.456543
	Iteration 18Q: 3 clusters Score -8708652 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -8708879.000000 Penalty: 5318.456543
	Iteration 19Q: 3 clusters Score -8708879 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -8709106.000000 Penalty: 5318.456543
	Iteration 20F: 3 clusters Score -8709106 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -8709297.000000 Penalty: 5318.456543
	Iteration 21Q: 3 clusters Score -8709297 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -8709598.000000 Penalty: 5318.456543
	Iteration 22Q: 3 clusters Score -8709598 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -8709958.000000 Penalty: 5318.456543
	Iteration 23Q: 3 clusters Score -8709958 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -8710132.000000 Penalty: 5318.456543
	Iteration 24Q: 3 clusters Score -8710132 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8710467.000000 Penalty: 5318.456543
	Iteration 25Q: 3 clusters Score -8710467 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8710697.000000 Penalty: 5318.456543
	Iteration 26Q: 3 clusters Score -8710697 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -8711081.000000 Penalty: 5318.456543
	Iteration 27Q: 3 clusters Score -8711081 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8711432.000000 Penalty: 5318.456543
	Iteration 28Q: 3 clusters Score -8711432 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8711796.000000 Penalty: 5318.456543
	Iteration 29Q: 3 clusters Score -8711796 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8711993.000000 Penalty: 5318.456543
	Iteration 30Q: 3 clusters Score -8711993 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8712147.000000 Penalty: 5318.456543
	Iteration 31Q: 3 clusters Score -8712147 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8712296.000000 Penalty: 5318.456543
	Iteration 32Q: 3 clusters Score -8712296 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8712412.000000 Penalty: 5318.456543
	Iteration 33Q: 3 clusters Score -8712412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -8712483.000000 Penalty: 5318.456543
	Iteration 34Q: 3 clusters Score -8712483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8712557.000000 Penalty: 5318.456543
	Iteration 35Q: 3 clusters Score -8712557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8712552.000000 Penalty: 5318.456543
	Iteration 36Q: 3 clusters Score -8712552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8712570.000000 Penalty: 5318.456543
	Iteration 37Q: 3 clusters Score -8712570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8712604.000000 Penalty: 5318.456543
	Iteration 38Q: 3 clusters Score -8712604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -8712601.000000 Penalty: 5318.456543
	Iteration 39Q: 3 clusters Score -8712601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8712636.000000 Penalty: 5318.456543
	Iteration 40F: 3 clusters Score -8712636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8712683.000000 Penalty: 5318.456543
	Iteration 41Q: 3 clusters Score -8712683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8712705.000000 Penalty: 5318.456543
	Iteration 42Q: 3 clusters Score -8712705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8712729.000000 Penalty: 5318.456543
	Iteration 43Q: 3 clusters Score -8712729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8712735.000000 Penalty: 5318.456543
	Iteration 44Q: 3 clusters Score -8712735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -8712749.000000 Penalty: 5318.456543
	Iteration 45Q: 3 clusters Score -8712749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8712749.000000 Penalty: 5318.456543
	Iteration 46Q: 3 clusters Score -8712749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -8712749.000000 Penalty: 5318.456543
	Iteration 47Q: 3 clusters Score -8712749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8712745.000000 Penalty: 5318.456543
	Iteration 48Q: 3 clusters Score -8712745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8712753.000000 Penalty: 5318.456543
	Iteration 49Q: 3 clusters Score -8712753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8712758.000000 Penalty: 5318.456543
	Iteration 50Q: 3 clusters Score -8712758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8712754.000000 Penalty: 5318.456543
	Iteration 51Q: 3 clusters Score -8712754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8712757.000000 Penalty: 5318.456543
	Iteration 52Q: 3 clusters Score -8712757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8712751.000000 Penalty: 5318.456543
	Iteration 53Q: 3 clusters Score -8712751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8712751.000000 Penalty: 5318.456543
	Iteration 54F: 3 clusters Score -8712751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Entering Unmasked Estep 
Score: -2716260.000000 Penalty: 2366.170410
	Iteration 0F: 2 clusters Score -2716260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2706072.500000 Penalty: 4732.340820
	Iteration 0F: 3 clusters Score -2706072 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2709190.250000 Penalty: 4732.340820
	Iteration 1F: 3 clusters Score -2709190 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2709474.250000 Penalty: 4732.340820
	Iteration 2F: 3 clusters Score -2709474 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2709682.750000 Penalty: 4732.340820
	Iteration 3Q: 3 clusters Score -2709683 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2709840.750000 Penalty: 4732.340820
	Iteration 4Q: 3 clusters Score -2709841 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2709941.250000 Penalty: 4732.340820
	Iteration 5Q: 3 clusters Score -2709941 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2710026.750000 Penalty: 4732.340820
	Iteration 6Q: 3 clusters Score -2710027 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2710103.000000 Penalty: 4732.340820
	Iteration 7Q: 3 clusters Score -2710103 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2710150.750000 Penalty: 4732.340820
	Iteration 8Q: 3 clusters Score -2710151 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2710194.500000 Penalty: 4732.340820
	Iteration 9Q: 3 clusters Score -2710194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2710229.500000 Penalty: 4732.340820
	Iteration 10Q: 3 clusters Score -2710230 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2710271.500000 Penalty: 4732.340820
	Iteration 11Q: 3 clusters Score -2710272 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2710320.750000 Penalty: 4732.340820
	Iteration 12Q: 3 clusters Score -2710321 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2710363.000000 Penalty: 4732.340820
	Iteration 13Q: 3 clusters Score -2710363 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2710392.000000 Penalty: 4732.340820
	Iteration 14Q: 3 clusters Score -2710392 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2710433.500000 Penalty: 4732.340820
	Iteration 15Q: 3 clusters Score -2710434 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2710487.000000 Penalty: 4732.340820
	Iteration 16Q: 3 clusters Score -2710487 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2710571.750000 Penalty: 4732.340820
	Iteration 17Q: 3 clusters Score -2710572 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2710665.250000 Penalty: 4732.340820
	Iteration 18Q: 3 clusters Score -2710665 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2710782.500000 Penalty: 4732.340820
	Iteration 19Q: 3 clusters Score -2710782 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2710933.000000 Penalty: 4732.340820
	Iteration 20F: 3 clusters Score -2710933 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2711168.500000 Penalty: 4732.340820
	Iteration 21Q: 3 clusters Score -2711168 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2711453.250000 Penalty: 4732.340820
	Iteration 22Q: 3 clusters Score -2711453 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2711799.750000 Penalty: 4732.340820
	Iteration 23Q: 3 clusters Score -2711800 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2712247.000000 Penalty: 4732.340820
	Iteration 24Q: 3 clusters Score -2712247 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2712750.000000 Penalty: 4732.340820
	Iteration 25Q: 3 clusters Score -2712750 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2713175.500000 Penalty: 4732.340820
	Iteration 26Q: 3 clusters Score -2713176 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2713490.500000 Penalty: 4732.340820
	Iteration 27Q: 3 clusters Score -2713490 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2713736.750000 Penalty: 4732.340820
	Iteration 28Q: 3 clusters Score -2713737 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2713882.250000 Penalty: 4732.340820
	Iteration 29Q: 3 clusters Score -2713882 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2713975.500000 Penalty: 4732.340820
	Iteration 30Q: 3 clusters Score -2713976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2714046.250000 Penalty: 4732.340820
	Iteration 31Q: 3 clusters Score -2714046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2714095.250000 Penalty: 4732.340820
	Iteration 32Q: 3 clusters Score -2714095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2714134.750000 Penalty: 4732.340820
	Iteration 33Q: 3 clusters Score -2714135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2714163.250000 Penalty: 4732.340820
	Iteration 34Q: 3 clusters Score -2714163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2714183.000000 Penalty: 4732.340820
	Iteration 35Q: 3 clusters Score -2714183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2714203.000000 Penalty: 4732.340820
	Iteration 36Q: 3 clusters Score -2714203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2714214.250000 Penalty: 4732.340820
	Iteration 37Q: 3 clusters Score -2714214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2714219.750000 Penalty: 4732.340820
	Iteration 38Q: 3 clusters Score -2714220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2714229.000000 Penalty: 4732.340820
	Iteration 39Q: 3 clusters Score -2714229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2714231.000000 Penalty: 4732.340820
	Iteration 40F: 3 clusters Score -2714231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2714234.750000 Penalty: 4732.340820
	Iteration 41Q: 3 clusters Score -2714235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2714239.000000 Penalty: 4732.340820
	Iteration 42Q: 3 clusters Score -2714239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2714239.000000 Penalty: 4732.340820
	Iteration 43F: 3 clusters Score -2714239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -85732.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -85732.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84264.414062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -84264.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84513.960938 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -84513.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -84630.359375 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -84630.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84692.265625 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -84692.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84729.296875 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -84729.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84738.843750 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -84738.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -84744.804688 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -84744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -84747.195312 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -84747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -84747.195312 Penalty: 3081.452637
	Iteration 8F: 3 clusters Score -84747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Entering Unmasked Estep 
Score: -4304866.000000 Penalty: 2473.041016
	Iteration 0F: 2 clusters Score -4304866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4290573.000000 Penalty: 4946.082031
	Iteration 0F: 3 clusters Score -4290573 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4295494.000000 Penalty: 4946.082031
	Iteration 1F: 3 clusters Score -4295494 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4295848.000000 Penalty: 4946.082031
	Iteration 2Q: 3 clusters Score -4295848 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4296128.500000 Penalty: 4946.082031
	Iteration 3Q: 3 clusters Score -4296128 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4296360.500000 Penalty: 4946.082031
	Iteration 4Q: 3 clusters Score -4296360 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4296523.000000 Penalty: 4946.082031
	Iteration 5Q: 3 clusters Score -4296523 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4296698.500000 Penalty: 4946.082031
	Iteration 6Q: 3 clusters Score -4296698 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4296876.500000 Penalty: 4946.082031
	Iteration 7Q: 3 clusters Score -4296876 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4297045.000000 Penalty: 4946.082031
	Iteration 8Q: 3 clusters Score -4297045 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4297262.500000 Penalty: 4946.082031
	Iteration 9Q: 3 clusters Score -4297262 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -4297552.500000 Penalty: 4946.082031
	Iteration 10Q: 3 clusters Score -4297552 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4297907.000000 Penalty: 4946.082031
	Iteration 11Q: 3 clusters Score -4297907 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4298320.000000 Penalty: 4946.082031
	Iteration 12Q: 3 clusters Score -4298320 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4298852.500000 Penalty: 4946.082031
	Iteration 13Q: 3 clusters Score -4298852 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4299517.500000 Penalty: 4946.082031
	Iteration 14Q: 3 clusters Score -4299518 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4300192.000000 Penalty: 4946.082031
	Iteration 15Q: 3 clusters Score -4300192 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4300871.500000 Penalty: 4946.082031
	Iteration 16Q: 3 clusters Score -4300872 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4301382.000000 Penalty: 4946.082031
	Iteration 17Q: 3 clusters Score -4301382 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4301731.500000 Penalty: 4946.082031
	Iteration 18Q: 3 clusters Score -4301732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4301982.000000 Penalty: 4946.082031
	Iteration 19Q: 3 clusters Score -4301982 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4302139.000000 Penalty: 4946.082031
	Iteration 20F: 3 clusters Score -4302139 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4302261.000000 Penalty: 4946.082031
	Iteration 21Q: 3 clusters Score -4302261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4302357.500000 Penalty: 4946.082031
	Iteration 22Q: 3 clusters Score -4302358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4302424.000000 Penalty: 4946.082031
	Iteration 23Q: 3 clusters Score -4302424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4302482.500000 Penalty: 4946.082031
	Iteration 24Q: 3 clusters Score -4302482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -4302516.000000 Penalty: 4946.082031
	Iteration 25Q: 3 clusters Score -4302516 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -4302553.000000 Penalty: 4946.082031
	Iteration 26Q: 3 clusters Score -4302553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4302560.000000 Penalty: 4946.082031
	Iteration 27Q: 3 clusters Score -4302560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4302577.000000 Penalty: 4946.082031
	Iteration 28Q: 3 clusters Score -4302577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4302586.000000 Penalty: 4946.082031
	Iteration 29Q: 3 clusters Score -4302586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4302605.000000 Penalty: 4946.082031
	Iteration 30Q: 3 clusters Score -4302605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4302608.500000 Penalty: 4946.082031
	Iteration 31Q: 3 clusters Score -4302608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -4302615.000000 Penalty: 4946.082031
	Iteration 32Q: 3 clusters Score -4302615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -4302616.500000 Penalty: 4946.082031
	Iteration 33Q: 3 clusters Score -4302616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4302621.500000 Penalty: 4946.082031
	Iteration 34Q: 3 clusters Score -4302622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4302627.500000 Penalty: 4946.082031
	Iteration 35Q: 3 clusters Score -4302628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4302636.000000 Penalty: 4946.082031
	Iteration 36Q: 3 clusters Score -4302636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4302632.000000 Penalty: 4946.082031
	Iteration 37Q: 3 clusters Score -4302632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4302642.500000 Penalty: 4946.082031
	Iteration 38Q: 3 clusters Score -4302642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4302643.500000 Penalty: 4946.082031
	Iteration 39Q: 3 clusters Score -4302644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -4302657.500000 Penalty: 4946.082031
	Iteration 40F: 3 clusters Score -4302658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4302668.000000 Penalty: 4946.082031
	Iteration 41Q: 3 clusters Score -4302668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4302661.500000 Penalty: 4946.082031
	Iteration 42Q: 3 clusters Score -4302662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4302665.000000 Penalty: 4946.082031
	Iteration 43Q: 3 clusters Score -4302665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4302670.000000 Penalty: 4946.082031
	Iteration 44Q: 3 clusters Score -4302670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4302667.500000 Penalty: 4946.082031
	Iteration 45Q: 3 clusters Score -4302668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4302668.500000 Penalty: 4946.082031
	Iteration 46Q: 3 clusters Score -4302668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4302672.000000 Penalty: 4946.082031
	Iteration 47Q: 3 clusters Score -4302672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -4302681.000000 Penalty: 4946.082031
	Iteration 48Q: 3 clusters Score -4302681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4302682.000000 Penalty: 4946.082031
	Iteration 49Q: 3 clusters Score -4302682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4302683.500000 Penalty: 4946.082031
	Iteration 50Q: 3 clusters Score -4302684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4302688.000000 Penalty: 4946.082031
	Iteration 51Q: 3 clusters Score -4302688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4302696.000000 Penalty: 4946.082031
	Iteration 52Q: 3 clusters Score -4302696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4302701.500000 Penalty: 4946.082031
	Iteration 53Q: 3 clusters Score -4302702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4302702.500000 Penalty: 4946.082031
	Iteration 54Q: 3 clusters Score -4302702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4302702.500000 Penalty: 4946.082031
	Iteration 55Q: 3 clusters Score -4302702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4302703.500000 Penalty: 4946.082031
	Iteration 56Q: 3 clusters Score -4302704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4302701.500000 Penalty: 4946.082031
	Iteration 57Q: 3 clusters Score -4302702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4302705.500000 Penalty: 4946.082031
	Iteration 58Q: 3 clusters Score -4302706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4302709.500000 Penalty: 4946.082031
	Iteration 59Q: 3 clusters Score -4302710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4302713.500000 Penalty: 4946.082031
	Iteration 60F: 3 clusters Score -4302714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4302715.500000 Penalty: 4946.082031
	Iteration 61Q: 3 clusters Score -4302716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4302719.500000 Penalty: 4946.082031
	Iteration 62Q: 3 clusters Score -4302720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4302719.000000 Penalty: 4946.082031
	Iteration 63Q: 3 clusters Score -4302719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4302718.500000 Penalty: 4946.082031
	Iteration 64Q: 3 clusters Score -4302718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4302718.500000 Penalty: 4946.082031
	Iteration 65F: 3 clusters Score -4302718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Entering Unmasked Estep 
Score: -4606951.500000 Penalty: 2483.427490
	Iteration 0F: 2 clusters Score -4606952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -4593970.500000 Penalty: 4966.854980
	Iteration 0F: 3 clusters Score -4593970 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4599236.500000 Penalty: 4966.854980
	Iteration 1F: 3 clusters Score -4599236 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4599660.500000 Penalty: 4966.854980
	Iteration 2F: 3 clusters Score -4599660 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4600033.500000 Penalty: 4966.854980
	Iteration 3F: 3 clusters Score -4600034 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4600273.000000 Penalty: 4966.854980
	Iteration 4Q: 3 clusters Score -4600273 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4600575.500000 Penalty: 4966.854980
	Iteration 5Q: 3 clusters Score -4600576 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4600846.500000 Penalty: 4966.854980
	Iteration 6Q: 3 clusters Score -4600846 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4601196.000000 Penalty: 4966.854980
	Iteration 7Q: 3 clusters Score -4601196 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4601604.500000 Penalty: 4966.854980
	Iteration 8Q: 3 clusters Score -4601604 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -4602007.500000 Penalty: 4966.854980
	Iteration 9Q: 3 clusters Score -4602008 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4602375.500000 Penalty: 4966.854980
	Iteration 10Q: 3 clusters Score -4602376 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4602740.000000 Penalty: 4966.854980
	Iteration 11Q: 3 clusters Score -4602740 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4603028.500000 Penalty: 4966.854980
	Iteration 12Q: 3 clusters Score -4603028 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4603232.000000 Penalty: 4966.854980
	Iteration 13Q: 3 clusters Score -4603232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4603358.500000 Penalty: 4966.854980
	Iteration 14Q: 3 clusters Score -4603358 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4603468.500000 Penalty: 4966.854980
	Iteration 15Q: 3 clusters Score -4603468 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -4603561.000000 Penalty: 4966.854980
	Iteration 16Q: 3 clusters Score -4603561 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4603655.500000 Penalty: 4966.854980
	Iteration 17Q: 3 clusters Score -4603656 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4603762.000000 Penalty: 4966.854980
	Iteration 18Q: 3 clusters Score -4603762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -4603842.500000 Penalty: 4966.854980
	Iteration 19Q: 3 clusters Score -4603842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4603909.000000 Penalty: 4966.854980
	Iteration 20F: 3 clusters Score -4603909 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4603967.000000 Penalty: 4966.854980
	Iteration 21Q: 3 clusters Score -4603967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4604025.000000 Penalty: 4966.854980
	Iteration 22Q: 3 clusters Score -4604025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4604079.500000 Penalty: 4966.854980
	Iteration 23Q: 3 clusters Score -4604080 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -4604134.000000 Penalty: 4966.854980
	Iteration 24Q: 3 clusters Score -4604134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4604180.000000 Penalty: 4966.854980
	Iteration 25Q: 3 clusters Score -4604180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4604244.500000 Penalty: 4966.854980
	Iteration 26Q: 3 clusters Score -4604244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4604314.500000 Penalty: 4966.854980
	Iteration 27Q: 3 clusters Score -4604314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4604386.500000 Penalty: 4966.854980
	Iteration 28Q: 3 clusters Score -4604386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4604467.000000 Penalty: 4966.854980
	Iteration 29Q: 3 clusters Score -4604467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4604567.000000 Penalty: 4966.854980
	Iteration 30Q: 3 clusters Score -4604567 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -4604669.500000 Penalty: 4966.854980
	Iteration 31Q: 3 clusters Score -4604670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4604745.000000 Penalty: 4966.854980
	Iteration 32Q: 3 clusters Score -4604745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -4604791.500000 Penalty: 4966.854980
	Iteration 33Q: 3 clusters Score -4604792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4604813.000000 Penalty: 4966.854980
	Iteration 34Q: 3 clusters Score -4604813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4604830.000000 Penalty: 4966.854980
	Iteration 35Q: 3 clusters Score -4604830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4604860.500000 Penalty: 4966.854980
	Iteration 36Q: 3 clusters Score -4604860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4604873.000000 Penalty: 4966.854980
	Iteration 37Q: 3 clusters Score -4604873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4604875.500000 Penalty: 4966.854980
	Iteration 38Q: 3 clusters Score -4604876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -4604884.000000 Penalty: 4966.854980
	Iteration 39Q: 3 clusters Score -4604884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4604901.500000 Penalty: 4966.854980
	Iteration 40F: 3 clusters Score -4604902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4604903.500000 Penalty: 4966.854980
	Iteration 41Q: 3 clusters Score -4604904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4604910.500000 Penalty: 4966.854980
	Iteration 42Q: 3 clusters Score -4604910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4604906.500000 Penalty: 4966.854980
	Iteration 43Q: 3 clusters Score -4604906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4604909.000000 Penalty: 4966.854980
	Iteration 44Q: 3 clusters Score -4604909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4604919.000000 Penalty: 4966.854980
	Iteration 45Q: 3 clusters Score -4604919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4604926.500000 Penalty: 4966.854980
	Iteration 46Q: 3 clusters Score -4604926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4604923.500000 Penalty: 4966.854980
	Iteration 47Q: 3 clusters Score -4604924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -4604926.000000 Penalty: 4966.854980
	Iteration 48Q: 3 clusters Score -4604926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4604931.500000 Penalty: 4966.854980
	Iteration 49Q: 3 clusters Score -4604932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4604930.000000 Penalty: 4966.854980
	Iteration 50Q: 3 clusters Score -4604930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4604935.000000 Penalty: 4966.854980
	Iteration 51Q: 3 clusters Score -4604935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -4604926.500000 Penalty: 4966.854980
	Iteration 52Q: 3 clusters Score -4604926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4604930.500000 Penalty: 4966.854980
	Iteration 53Q: 3 clusters Score -4604930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4604929.500000 Penalty: 4966.854980
	Iteration 54Q: 3 clusters Score -4604930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4604935.000000 Penalty: 4966.854980
	Iteration 55Q: 3 clusters Score -4604935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4604937.000000 Penalty: 4966.854980
	Iteration 56Q: 3 clusters Score -4604937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4604943.500000 Penalty: 4966.854980
	Iteration 57Q: 3 clusters Score -4604944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4604946.500000 Penalty: 4966.854980
	Iteration 58Q: 3 clusters Score -4604946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4604942.000000 Penalty: 4966.854980
	Iteration 59Q: 3 clusters Score -4604942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4604944.500000 Penalty: 4966.854980
	Iteration 60F: 3 clusters Score -4604944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Entering Unmasked Estep 
Score: -4446486.500000 Penalty: 2474.841064
	Iteration 0F: 2 clusters Score -4446486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4433426.000000 Penalty: 4949.682129
	Iteration 0F: 3 clusters Score -4433426 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4438498.500000 Penalty: 4949.682129
	Iteration 1F: 3 clusters Score -4438498 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4438923.500000 Penalty: 4949.682129
	Iteration 2F: 3 clusters Score -4438924 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4439291.000000 Penalty: 4949.682129
	Iteration 3F: 3 clusters Score -4439291 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4439583.500000 Penalty: 4949.682129
	Iteration 4Q: 3 clusters Score -4439584 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4439835.500000 Penalty: 4949.682129
	Iteration 5Q: 3 clusters Score -4439836 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4440101.500000 Penalty: 4949.682129
	Iteration 6Q: 3 clusters Score -4440102 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4440397.000000 Penalty: 4949.682129
	Iteration 7Q: 3 clusters Score -4440397 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -4440722.500000 Penalty: 4949.682129
	Iteration 8Q: 3 clusters Score -4440722 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4441235.000000 Penalty: 4949.682129
	Iteration 9Q: 3 clusters Score -4441235 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -4441674.500000 Penalty: 4949.682129
	Iteration 10Q: 3 clusters Score -4441674 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4442154.000000 Penalty: 4949.682129
	Iteration 11Q: 3 clusters Score -4442154 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4442556.500000 Penalty: 4949.682129
	Iteration 12Q: 3 clusters Score -4442556 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4442809.000000 Penalty: 4949.682129
	Iteration 13Q: 3 clusters Score -4442809 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4443057.500000 Penalty: 4949.682129
	Iteration 14Q: 3 clusters Score -4443058 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4443284.000000 Penalty: 4949.682129
	Iteration 15Q: 3 clusters Score -4443284 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4443447.000000 Penalty: 4949.682129
	Iteration 16Q: 3 clusters Score -4443447 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4443567.500000 Penalty: 4949.682129
	Iteration 17Q: 3 clusters Score -4443568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4443698.000000 Penalty: 4949.682129
	Iteration 18Q: 3 clusters Score -4443698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4443769.000000 Penalty: 4949.682129
	Iteration 19Q: 3 clusters Score -4443769 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4443811.500000 Penalty: 4949.682129
	Iteration 20F: 3 clusters Score -4443812 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4443868.500000 Penalty: 4949.682129
	Iteration 21Q: 3 clusters Score -4443868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4443918.000000 Penalty: 4949.682129
	Iteration 22Q: 3 clusters Score -4443918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4443965.500000 Penalty: 4949.682129
	Iteration 23Q: 3 clusters Score -4443966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4444011.500000 Penalty: 4949.682129
	Iteration 24Q: 3 clusters Score -4444012 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4444062.500000 Penalty: 4949.682129
	Iteration 25Q: 3 clusters Score -4444062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4444101.000000 Penalty: 4949.682129
	Iteration 26Q: 3 clusters Score -4444101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4444129.000000 Penalty: 4949.682129
	Iteration 27Q: 3 clusters Score -4444129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4444172.500000 Penalty: 4949.682129
	Iteration 28Q: 3 clusters Score -4444172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4444187.500000 Penalty: 4949.682129
	Iteration 29Q: 3 clusters Score -4444188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4444217.000000 Penalty: 4949.682129
	Iteration 30Q: 3 clusters Score -4444217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4444235.000000 Penalty: 4949.682129
	Iteration 31Q: 3 clusters Score -4444235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4444249.500000 Penalty: 4949.682129
	Iteration 32Q: 3 clusters Score -4444250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4444262.000000 Penalty: 4949.682129
	Iteration 33Q: 3 clusters Score -4444262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4444277.500000 Penalty: 4949.682129
	Iteration 34Q: 3 clusters Score -4444278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4444282.500000 Penalty: 4949.682129
	Iteration 35Q: 3 clusters Score -4444282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4444283.000000 Penalty: 4949.682129
	Iteration 36Q: 3 clusters Score -4444283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4444289.000000 Penalty: 4949.682129
	Iteration 37Q: 3 clusters Score -4444289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4444297.000000 Penalty: 4949.682129
	Iteration 38Q: 3 clusters Score -4444297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4444300.000000 Penalty: 4949.682129
	Iteration 39Q: 3 clusters Score -4444300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4444304.000000 Penalty: 4949.682129
	Iteration 40F: 3 clusters Score -4444304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4444303.500000 Penalty: 4949.682129
	Iteration 41Q: 3 clusters Score -4444304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4444301.000000 Penalty: 4949.682129
	Iteration 42Q: 3 clusters Score -4444301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4444307.500000 Penalty: 4949.682129
	Iteration 43Q: 3 clusters Score -4444308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4444309.000000 Penalty: 4949.682129
	Iteration 44Q: 3 clusters Score -4444309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4444309.000000 Penalty: 4949.682129
	Iteration 45Q: 3 clusters Score -4444309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4444319.000000 Penalty: 4949.682129
	Iteration 46Q: 3 clusters Score -4444319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4444311.500000 Penalty: 4949.682129
	Iteration 47Q: 3 clusters Score -4444312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4444312.500000 Penalty: 4949.682129
	Iteration 48Q: 3 clusters Score -4444312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4444316.000000 Penalty: 4949.682129
	Iteration 49Q: 3 clusters Score -4444316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4444325.000000 Penalty: 4949.682129
	Iteration 50Q: 3 clusters Score -4444325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4444326.000000 Penalty: 4949.682129
	Iteration 51Q: 3 clusters Score -4444326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4444326.000000 Penalty: 4949.682129
	Iteration 52F: 3 clusters Score -4444326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Entering Unmasked Estep 
Score: -5497832.500000 Penalty: 2550.061523
	Iteration 0F: 2 clusters Score -5497832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -5478119.000000 Penalty: 5100.123047
	Iteration 0F: 3 clusters Score -5478119 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -5485152.000000 Penalty: 5100.123047
	Iteration 1F: 3 clusters Score -5485152 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5485553.500000 Penalty: 5100.123047
	Iteration 2Q: 3 clusters Score -5485554 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5485894.500000 Penalty: 5100.123047
	Iteration 3Q: 3 clusters Score -5485894 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -5486302.500000 Penalty: 5100.123047
	Iteration 4Q: 3 clusters Score -5486302 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5486795.500000 Penalty: 5100.123047
	Iteration 5Q: 3 clusters Score -5486796 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -5487453.000000 Penalty: 5100.123047
	Iteration 6Q: 3 clusters Score -5487453 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -5488441.000000 Penalty: 5100.123047
	Iteration 7F: 3 clusters Score -5488441 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5489879.000000 Penalty: 5100.123047
	Iteration 8F: 3 clusters Score -5489879 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -5491744.500000 Penalty: 5100.123047
	Iteration 9F: 3 clusters Score -5491744 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5493444.500000 Penalty: 5100.123047
	Iteration 10F: 3 clusters Score -5493444 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5494567.500000 Penalty: 5100.123047
	Iteration 11Q: 3 clusters Score -5494568 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5495092.500000 Penalty: 5100.123047
	Iteration 12Q: 3 clusters Score -5495092 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -5495340.500000 Penalty: 5100.123047
	Iteration 13Q: 3 clusters Score -5495340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5495463.500000 Penalty: 5100.123047
	Iteration 14Q: 3 clusters Score -5495464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5495519.500000 Penalty: 5100.123047
	Iteration 15Q: 3 clusters Score -5495520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5495560.000000 Penalty: 5100.123047
	Iteration 16Q: 3 clusters Score -5495560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -5495584.000000 Penalty: 5100.123047
	Iteration 17Q: 3 clusters Score -5495584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -5495610.500000 Penalty: 5100.123047
	Iteration 18Q: 3 clusters Score -5495610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -5495632.000000 Penalty: 5100.123047
	Iteration 19Q: 3 clusters Score -5495632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -5495641.500000 Penalty: 5100.123047
	Iteration 20F: 3 clusters Score -5495642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5495653.500000 Penalty: 5100.123047
	Iteration 21Q: 3 clusters Score -5495654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5495653.000000 Penalty: 5100.123047
	Iteration 22Q: 3 clusters Score -5495653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5495653.000000 Penalty: 5100.123047
	Iteration 23F: 3 clusters Score -5495653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Entering Unmasked Estep 
Score: -3325876.000000 Penalty: 2417.229248
	Iteration 0F: 2 clusters Score -3325876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3313774.000000 Penalty: 4834.458496
	Iteration 0F: 3 clusters Score -3313774 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3317750.250000 Penalty: 4834.458496
	Iteration 1F: 3 clusters Score -3317750 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3318061.250000 Penalty: 4834.458496
	Iteration 2F: 3 clusters Score -3318061 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3318312.250000 Penalty: 4834.458496
	Iteration 3Q: 3 clusters Score -3318312 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3318490.500000 Penalty: 4834.458496
	Iteration 4Q: 3 clusters Score -3318490 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3318631.750000 Penalty: 4834.458496
	Iteration 5Q: 3 clusters Score -3318632 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3318752.250000 Penalty: 4834.458496
	Iteration 6Q: 3 clusters Score -3318752 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -3318871.000000 Penalty: 4834.458496
	Iteration 7Q: 3 clusters Score -3318871 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3319002.250000 Penalty: 4834.458496
	Iteration 8Q: 3 clusters Score -3319002 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3319129.500000 Penalty: 4834.458496
	Iteration 9Q: 3 clusters Score -3319130 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -3319275.000000 Penalty: 4834.458496
	Iteration 10Q: 3 clusters Score -3319275 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3319460.750000 Penalty: 4834.458496
	Iteration 11Q: 3 clusters Score -3319461 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3319686.750000 Penalty: 4834.458496
	Iteration 12Q: 3 clusters Score -3319687 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3319963.750000 Penalty: 4834.458496
	Iteration 13Q: 3 clusters Score -3319964 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3320346.500000 Penalty: 4834.458496
	Iteration 14Q: 3 clusters Score -3320346 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3320809.500000 Penalty: 4834.458496
	Iteration 15Q: 3 clusters Score -3320810 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3321266.250000 Penalty: 4834.458496
	Iteration 16Q: 3 clusters Score -3321266 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3321744.000000 Penalty: 4834.458496
	Iteration 17Q: 3 clusters Score -3321744 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3322142.250000 Penalty: 4834.458496
	Iteration 18Q: 3 clusters Score -3322142 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3322478.750000 Penalty: 4834.458496
	Iteration 19Q: 3 clusters Score -3322479 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3322797.750000 Penalty: 4834.458496
	Iteration 20F: 3 clusters Score -3322798 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3323044.250000 Penalty: 4834.458496
	Iteration 21Q: 3 clusters Score -3323044 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -3323243.000000 Penalty: 4834.458496
	Iteration 22Q: 3 clusters Score -3323243 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3323394.500000 Penalty: 4834.458496
	Iteration 23Q: 3 clusters Score -3323394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3323492.000000 Penalty: 4834.458496
	Iteration 24Q: 3 clusters Score -3323492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3323577.500000 Penalty: 4834.458496
	Iteration 25Q: 3 clusters Score -3323578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3323632.500000 Penalty: 4834.458496
	Iteration 26Q: 3 clusters Score -3323632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3323666.250000 Penalty: 4834.458496
	Iteration 27Q: 3 clusters Score -3323666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3323702.250000 Penalty: 4834.458496
	Iteration 28Q: 3 clusters Score -3323702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3323720.250000 Penalty: 4834.458496
	Iteration 29Q: 3 clusters Score -3323720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3323730.500000 Penalty: 4834.458496
	Iteration 30Q: 3 clusters Score -3323730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3323739.000000 Penalty: 4834.458496
	Iteration 31Q: 3 clusters Score -3323739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3323742.000000 Penalty: 4834.458496
	Iteration 32Q: 3 clusters Score -3323742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3323751.000000 Penalty: 4834.458496
	Iteration 33Q: 3 clusters Score -3323751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3323759.750000 Penalty: 4834.458496
	Iteration 34Q: 3 clusters Score -3323760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3323766.500000 Penalty: 4834.458496
	Iteration 35Q: 3 clusters Score -3323766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3323773.500000 Penalty: 4834.458496
	Iteration 36Q: 3 clusters Score -3323774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3323781.250000 Penalty: 4834.458496
	Iteration 37Q: 3 clusters Score -3323781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3323785.500000 Penalty: 4834.458496
	Iteration 38Q: 3 clusters Score -3323786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3323787.750000 Penalty: 4834.458496
	Iteration 39Q: 3 clusters Score -3323788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3323790.250000 Penalty: 4834.458496
	Iteration 40F: 3 clusters Score -3323790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3323796.250000 Penalty: 4834.458496
	Iteration 41Q: 3 clusters Score -3323796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3323803.000000 Penalty: 4834.458496
	Iteration 42Q: 3 clusters Score -3323803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3323805.250000 Penalty: 4834.458496
	Iteration 43Q: 3 clusters Score -3323805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3323810.000000 Penalty: 4834.458496
	Iteration 44Q: 3 clusters Score -3323810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3323810.750000 Penalty: 4834.458496
	Iteration 45Q: 3 clusters Score -3323811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -3323811.500000 Penalty: 4834.458496
	Iteration 46Q: 3 clusters Score -3323812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3323815.250000 Penalty: 4834.458496
	Iteration 47Q: 3 clusters Score -3323815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3323813.500000 Penalty: 4834.458496
	Iteration 48Q: 3 clusters Score -3323814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3323818.000000 Penalty: 4834.458496
	Iteration 49Q: 3 clusters Score -3323818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3323822.250000 Penalty: 4834.458496
	Iteration 50Q: 3 clusters Score -3323822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3323826.250000 Penalty: 4834.458496
	Iteration 51Q: 3 clusters Score -3323826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3323827.000000 Penalty: 4834.458496
	Iteration 52Q: 3 clusters Score -3323827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3323830.500000 Penalty: 4834.458496
	Iteration 53Q: 3 clusters Score -3323830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3323830.500000 Penalty: 4834.458496
	Iteration 54F: 3 clusters Score -3323830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Entering Unmasked Estep 
Score: -4400677.000000 Penalty: 2486.473633
	Iteration 0F: 2 clusters Score -4400677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4385248.000000 Penalty: 4972.947266
	Iteration 0F: 3 clusters Score -4385248 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4390353.000000 Penalty: 4972.947266
	Iteration 1F: 3 clusters Score -4390353 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4390711.000000 Penalty: 4972.947266
	Iteration 2F: 3 clusters Score -4390711 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4390960.500000 Penalty: 4972.947266
	Iteration 3Q: 3 clusters Score -4390960 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4391195.000000 Penalty: 4972.947266
	Iteration 4Q: 3 clusters Score -4391195 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -4391422.500000 Penalty: 4972.947266
	Iteration 5Q: 3 clusters Score -4391422 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4391658.500000 Penalty: 4972.947266
	Iteration 6Q: 3 clusters Score -4391658 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4391932.500000 Penalty: 4972.947266
	Iteration 7Q: 3 clusters Score -4391932 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4392302.500000 Penalty: 4972.947266
	Iteration 8Q: 3 clusters Score -4392302 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4392822.000000 Penalty: 4972.947266
	Iteration 9Q: 3 clusters Score -4392822 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -4393582.000000 Penalty: 4972.947266
	Iteration 10F: 3 clusters Score -4393582 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4394574.500000 Penalty: 4972.947266
	Iteration 11F: 3 clusters Score -4394574 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4395631.000000 Penalty: 4972.947266
	Iteration 12F: 3 clusters Score -4395631 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4396599.000000 Penalty: 4972.947266
	Iteration 13F: 3 clusters Score -4396599 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4397369.500000 Penalty: 4972.947266
	Iteration 14Q: 3 clusters Score -4397370 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4397859.500000 Penalty: 4972.947266
	Iteration 15Q: 3 clusters Score -4397860 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4398136.000000 Penalty: 4972.947266
	Iteration 16Q: 3 clusters Score -4398136 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4398283.500000 Penalty: 4972.947266
	Iteration 17Q: 3 clusters Score -4398284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4398336.500000 Penalty: 4972.947266
	Iteration 18Q: 3 clusters Score -4398336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4398382.500000 Penalty: 4972.947266
	Iteration 19Q: 3 clusters Score -4398382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4398402.500000 Penalty: 4972.947266
	Iteration 20F: 3 clusters Score -4398402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4398423.500000 Penalty: 4972.947266
	Iteration 21Q: 3 clusters Score -4398424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4398427.000000 Penalty: 4972.947266
	Iteration 22Q: 3 clusters Score -4398427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4398430.500000 Penalty: 4972.947266
	Iteration 23Q: 3 clusters Score -4398430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4398439.000000 Penalty: 4972.947266
	Iteration 24Q: 3 clusters Score -4398439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4398444.500000 Penalty: 4972.947266
	Iteration 25Q: 3 clusters Score -4398444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4398444.500000 Penalty: 4972.947266
	Iteration 26F: 3 clusters Score -4398444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91451.210938 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91451.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91606.179688 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91606.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91670.992188 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91670.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91716.437500 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91716.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91729.156250 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91729.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91744.218750 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91744.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -91756.632812 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91756.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91758.421875 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91758.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91758.421875 Penalty: 3099.029297
	Iteration 8F: 3 clusters Score -91758.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Entering Unmasked Estep 
Score: -5552373.500000 Penalty: 2554.194580
	Iteration 0F: 2 clusters Score -5552374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -5532503.500000 Penalty: 5108.389160
	Iteration 0F: 3 clusters Score -5532504 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -5539845.000000 Penalty: 5108.389160
	Iteration 1F: 3 clusters Score -5539845 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -5540373.500000 Penalty: 5108.389160
	Iteration 2Q: 3 clusters Score -5540374 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -5540837.000000 Penalty: 5108.389160
	Iteration 3Q: 3 clusters Score -5540837 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5541327.000000 Penalty: 5108.389160
	Iteration 4Q: 3 clusters Score -5541327 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -5541847.000000 Penalty: 5108.389160
	Iteration 5Q: 3 clusters Score -5541847 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -5542569.500000 Penalty: 5108.389160
	Iteration 6Q: 3 clusters Score -5542570 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5543546.000000 Penalty: 5108.389160
	Iteration 7Q: 3 clusters Score -5543546 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5544783.500000 Penalty: 5108.389160
	Iteration 8F: 3 clusters Score -5544784 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5546056.000000 Penalty: 5108.389160
	Iteration 9F: 3 clusters Score -5546056 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5547081.000000 Penalty: 5108.389160
	Iteration 10Q: 3 clusters Score -5547081 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -5547846.000000 Penalty: 5108.389160
	Iteration 11Q: 3 clusters Score -5547846 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5548344.000000 Penalty: 5108.389160
	Iteration 12Q: 3 clusters Score -5548344 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5548710.000000 Penalty: 5108.389160
	Iteration 13Q: 3 clusters Score -5548710 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5549025.500000 Penalty: 5108.389160
	Iteration 14Q: 3 clusters Score -5549026 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5549273.500000 Penalty: 5108.389160
	Iteration 15Q: 3 clusters Score -5549274 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5549410.000000 Penalty: 5108.389160
	Iteration 16Q: 3 clusters Score -5549410 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5549560.500000 Penalty: 5108.389160
	Iteration 17Q: 3 clusters Score -5549560 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5549707.500000 Penalty: 5108.389160
	Iteration 18Q: 3 clusters Score -5549708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5549796.000000 Penalty: 5108.389160
	Iteration 19Q: 3 clusters Score -5549796 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5549848.000000 Penalty: 5108.389160
	Iteration 20F: 3 clusters Score -5549848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -5549895.000000 Penalty: 5108.389160
	Iteration 21Q: 3 clusters Score -5549895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5549948.500000 Penalty: 5108.389160
	Iteration 22Q: 3 clusters Score -5549948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5549991.500000 Penalty: 5108.389160
	Iteration 23Q: 3 clusters Score -5549992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5550018.500000 Penalty: 5108.389160
	Iteration 24Q: 3 clusters Score -5550018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5550033.000000 Penalty: 5108.389160
	Iteration 25Q: 3 clusters Score -5550033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5550061.000000 Penalty: 5108.389160
	Iteration 26Q: 3 clusters Score -5550061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5550079.000000 Penalty: 5108.389160
	Iteration 27Q: 3 clusters Score -5550079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5550093.500000 Penalty: 5108.389160
	Iteration 28Q: 3 clusters Score -5550094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5550092.500000 Penalty: 5108.389160
	Iteration 29Q: 3 clusters Score -5550092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5550093.000000 Penalty: 5108.389160
	Iteration 30Q: 3 clusters Score -5550093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5550097.500000 Penalty: 5108.389160
	Iteration 31Q: 3 clusters Score -5550098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5550101.000000 Penalty: 5108.389160
	Iteration 32Q: 3 clusters Score -5550101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5550121.000000 Penalty: 5108.389160
	Iteration 33Q: 3 clusters Score -5550121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5550126.000000 Penalty: 5108.389160
	Iteration 34Q: 3 clusters Score -5550126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5550128.500000 Penalty: 5108.389160
	Iteration 35Q: 3 clusters Score -5550128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5550133.500000 Penalty: 5108.389160
	Iteration 36Q: 3 clusters Score -5550134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5550138.500000 Penalty: 5108.389160
	Iteration 37Q: 3 clusters Score -5550138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5550143.500000 Penalty: 5108.389160
	Iteration 38Q: 3 clusters Score -5550144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5550139.500000 Penalty: 5108.389160
	Iteration 39Q: 3 clusters Score -5550140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5550145.000000 Penalty: 5108.389160
	Iteration 40F: 3 clusters Score -5550145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5550142.000000 Penalty: 5108.389160
	Iteration 41Q: 3 clusters Score -5550142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5550142.500000 Penalty: 5108.389160
	Iteration 42Q: 3 clusters Score -5550142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5550153.500000 Penalty: 5108.389160
	Iteration 43Q: 3 clusters Score -5550154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5550156.000000 Penalty: 5108.389160
	Iteration 44Q: 3 clusters Score -5550156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5550162.000000 Penalty: 5108.389160
	Iteration 45Q: 3 clusters Score -5550162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5550162.500000 Penalty: 5108.389160
	Iteration 46Q: 3 clusters Score -5550162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5550159.000000 Penalty: 5108.389160
	Iteration 47Q: 3 clusters Score -5550159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5550159.000000 Penalty: 5108.389160
	Iteration 48F: 3 clusters Score -5550159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -216353.015625 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -216353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -214337.515625 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -214337.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -214595.093750 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -214595.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -214671.468750 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -214671.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -214702.546875 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -214702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -214733.062500 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -214733.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -214755.890625 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -214755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -214777.312500 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -214777.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -214797.156250 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -214797.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -214810.156250 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -214810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -214844.171875 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -214844.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -214864.875000 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -214864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -214883.156250 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -214883.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -214897.015625 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -214897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -214913.171875 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -214913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -214932.562500 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -214932.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -214963.906250 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -214963.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -215012.109375 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -215012.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -215053.406250 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -215053.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -215081.843750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -215081.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -215124.828125 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -215124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -215157.359375 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -215157.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -215177.453125 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -215177.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -215199.531250 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -215199.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -215226.875000 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -215226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -215244.015625 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -215244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -215266.171875 Penalty: 3474.421387
	Iteration 25Q: 3 clusters Score -215266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -215286.343750 Penalty: 3474.421387
	Iteration 26Q: 3 clusters Score -215286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -215296.234375 Penalty: 3474.421387
	Iteration 27Q: 3 clusters Score -215296.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -215313.046875 Penalty: 3474.421387
	Iteration 28Q: 3 clusters Score -215313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -215330.515625 Penalty: 3474.421387
	Iteration 29Q: 3 clusters Score -215330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -215345.296875 Penalty: 3474.421387
	Iteration 30Q: 3 clusters Score -215345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -215364.531250 Penalty: 3474.421387
	Iteration 31Q: 3 clusters Score -215364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -215376.734375 Penalty: 3474.421387
	Iteration 32Q: 3 clusters Score -215376.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -215392.687500 Penalty: 3474.421387
	Iteration 33Q: 3 clusters Score -215392.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -215402.640625 Penalty: 3474.421387
	Iteration 34Q: 3 clusters Score -215402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -215412.546875 Penalty: 3474.421387
	Iteration 35Q: 3 clusters Score -215412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -215419.390625 Penalty: 3474.421387
	Iteration 36Q: 3 clusters Score -215419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -215423.000000 Penalty: 3474.421387
	Iteration 37Q: 3 clusters Score -215423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -215423.781250 Penalty: 3474.421387
	Iteration 38Q: 3 clusters Score -215423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215426.062500 Penalty: 3474.421387
	Iteration 39Q: 3 clusters Score -215426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -215426.062500 Penalty: 3474.421387
	Iteration 40F: 3 clusters Score -215426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -1499462.000000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -1499462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1492999.500000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -1493000 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1494766.625000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -1494767 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1494988.500000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -1494988 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1495161.875000 Penalty: 4454.415039
	Iteration 3Q: 3 clusters Score -1495162 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1495301.125000 Penalty: 4454.415039
	Iteration 4Q: 3 clusters Score -1495301 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1495402.250000 Penalty: 4454.415039
	Iteration 5Q: 3 clusters Score -1495402 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1495478.000000 Penalty: 4454.415039
	Iteration 6Q: 3 clusters Score -1495478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1495560.500000 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -1495560 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1495659.000000 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -1495659 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1495769.500000 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -1495770 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1495896.625000 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -1495897 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1496026.875000 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -1496027 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1496183.125000 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -1496183 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1496341.000000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -1496341 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1496528.000000 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -1496528 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1496713.750000 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -1496714 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1496879.000000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -1496879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1497031.250000 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -1497031 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1497158.625000 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -1497159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1497260.750000 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -1497261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1497337.000000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -1497337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1497399.750000 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -1497400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1497441.125000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -1497441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1497462.000000 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -1497462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1497480.125000 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -1497480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1497501.500000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -1497502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1497510.250000 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -1497510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1497518.375000 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -1497518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1497526.625000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -1497527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1497529.500000 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -1497530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1497534.000000 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -1497534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1497534.500000 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -1497534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1497532.500000 Penalty: 4454.415039
	Iteration 32Q: 3 clusters Score -1497532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1497532.500000 Penalty: 4454.415039
	Iteration 33F: 3 clusters Score -1497532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Entering Unmasked Estep 
Score: -5346376.000000 Penalty: 2535.203613
	Iteration 0F: 2 clusters Score -5346376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -5328185.500000 Penalty: 5070.407227
	Iteration 0F: 3 clusters Score -5328186 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5334801.000000 Penalty: 5070.407227
	Iteration 1F: 3 clusters Score -5334801 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5335191.500000 Penalty: 5070.407227
	Iteration 2Q: 3 clusters Score -5335192 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -5335536.500000 Penalty: 5070.407227
	Iteration 3Q: 3 clusters Score -5335536 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5335919.500000 Penalty: 5070.407227
	Iteration 4Q: 3 clusters Score -5335920 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5336263.000000 Penalty: 5070.407227
	Iteration 5Q: 3 clusters Score -5336263 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -5336567.500000 Penalty: 5070.407227
	Iteration 6Q: 3 clusters Score -5336568 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5336989.500000 Penalty: 5070.407227
	Iteration 7Q: 3 clusters Score -5336990 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -5337510.500000 Penalty: 5070.407227
	Iteration 8Q: 3 clusters Score -5337510 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5338210.500000 Penalty: 5070.407227
	Iteration 9Q: 3 clusters Score -5338210 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -5338942.000000 Penalty: 5070.407227
	Iteration 10Q: 3 clusters Score -5338942 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5339580.500000 Penalty: 5070.407227
	Iteration 11Q: 3 clusters Score -5339580 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5340132.000000 Penalty: 5070.407227
	Iteration 12Q: 3 clusters Score -5340132 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5340559.000000 Penalty: 5070.407227
	Iteration 13Q: 3 clusters Score -5340559 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -5340729.000000 Penalty: 5070.407227
	Iteration 14Q: 3 clusters Score -5340729 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -5340824.500000 Penalty: 5070.407227
	Iteration 15Q: 3 clusters Score -5340824 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5340932.000000 Penalty: 5070.407227
	Iteration 16Q: 3 clusters Score -5340932 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5341019.500000 Penalty: 5070.407227
	Iteration 17Q: 3 clusters Score -5341020 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5341135.000000 Penalty: 5070.407227
	Iteration 18Q: 3 clusters Score -5341135 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -5341247.500000 Penalty: 5070.407227
	Iteration 19Q: 3 clusters Score -5341248 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -5341382.000000 Penalty: 5070.407227
	Iteration 20F: 3 clusters Score -5341382 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5341549.000000 Penalty: 5070.407227
	Iteration 21Q: 3 clusters Score -5341549 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -5341753.500000 Penalty: 5070.407227
	Iteration 22Q: 3 clusters Score -5341754 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5341988.500000 Penalty: 5070.407227
	Iteration 23Q: 3 clusters Score -5341988 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -5342272.500000 Penalty: 5070.407227
	Iteration 24Q: 3 clusters Score -5342272 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5342498.500000 Penalty: 5070.407227
	Iteration 25Q: 3 clusters Score -5342498 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -5342725.000000 Penalty: 5070.407227
	Iteration 26Q: 3 clusters Score -5342725 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -5342901.500000 Penalty: 5070.407227
	Iteration 27Q: 3 clusters Score -5342902 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5343062.500000 Penalty: 5070.407227
	Iteration 28Q: 3 clusters Score -5343062 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -5343154.500000 Penalty: 5070.407227
	Iteration 29Q: 3 clusters Score -5343154 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5343220.000000 Penalty: 5070.407227
	Iteration 30Q: 3 clusters Score -5343220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5343253.000000 Penalty: 5070.407227
	Iteration 31Q: 3 clusters Score -5343253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -5343273.500000 Penalty: 5070.407227
	Iteration 32Q: 3 clusters Score -5343274 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -5343308.500000 Penalty: 5070.407227
	Iteration 33Q: 3 clusters Score -5343308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -5343334.000000 Penalty: 5070.407227
	Iteration 34Q: 3 clusters Score -5343334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5343352.500000 Penalty: 5070.407227
	Iteration 35Q: 3 clusters Score -5343352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -5343353.000000 Penalty: 5070.407227
	Iteration 36Q: 3 clusters Score -5343353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5343371.500000 Penalty: 5070.407227
	Iteration 37Q: 3 clusters Score -5343372 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5343385.000000 Penalty: 5070.407227
	Iteration 38Q: 3 clusters Score -5343385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -5343382.500000 Penalty: 5070.407227
	Iteration 39Q: 3 clusters Score -5343382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -5343384.000000 Penalty: 5070.407227
	Iteration 40F: 3 clusters Score -5343384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5343405.500000 Penalty: 5070.407227
	Iteration 41Q: 3 clusters Score -5343406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -5343415.000000 Penalty: 5070.407227
	Iteration 42Q: 3 clusters Score -5343415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -5343416.000000 Penalty: 5070.407227
	Iteration 43Q: 3 clusters Score -5343416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -5343418.000000 Penalty: 5070.407227
	Iteration 44Q: 3 clusters Score -5343418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5343416.500000 Penalty: 5070.407227
	Iteration 45Q: 3 clusters Score -5343416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -5343410.500000 Penalty: 5070.407227
	Iteration 46Q: 3 clusters Score -5343410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -5343409.000000 Penalty: 5070.407227
	Iteration 47Q: 3 clusters Score -5343409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5343416.000000 Penalty: 5070.407227
	Iteration 48Q: 3 clusters Score -5343416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5343422.500000 Penalty: 5070.407227
	Iteration 49Q: 3 clusters Score -5343422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5343447.500000 Penalty: 5070.407227
	Iteration 50Q: 3 clusters Score -5343448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5343431.000000 Penalty: 5070.407227
	Iteration 51Q: 3 clusters Score -5343431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -5343434.500000 Penalty: 5070.407227
	Iteration 52Q: 3 clusters Score -5343434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5343434.000000 Penalty: 5070.407227
	Iteration 53Q: 3 clusters Score -5343434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5343429.500000 Penalty: 5070.407227
	Iteration 54Q: 3 clusters Score -5343430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5343422.500000 Penalty: 5070.407227
	Iteration 55Q: 3 clusters Score -5343422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5343417.500000 Penalty: 5070.407227
	Iteration 56Q: 3 clusters Score -5343418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -5343413.500000 Penalty: 5070.407227
	Iteration 57Q: 3 clusters Score -5343414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5343424.000000 Penalty: 5070.407227
	Iteration 58Q: 3 clusters Score -5343424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -5343419.000000 Penalty: 5070.407227
	Iteration 59Q: 3 clusters Score -5343419 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5343413.500000 Penalty: 5070.407227
	Iteration 60F: 3 clusters Score -5343414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -5343423.500000 Penalty: 5070.407227
	Iteration 61Q: 3 clusters Score -5343424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5343418.500000 Penalty: 5070.407227
	Iteration 62Q: 3 clusters Score -5343418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -5343423.000000 Penalty: 5070.407227
	Iteration 63Q: 3 clusters Score -5343423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -5343413.000000 Penalty: 5070.407227
	Iteration 64Q: 3 clusters Score -5343413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -5343426.000000 Penalty: 5070.407227
	Iteration 65Q: 3 clusters Score -5343426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5343420.500000 Penalty: 5070.407227
	Iteration 66Q: 3 clusters Score -5343420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5343419.500000 Penalty: 5070.407227
	Iteration 67Q: 3 clusters Score -5343420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -5343420.000000 Penalty: 5070.407227
	Iteration 68Q: 3 clusters Score -5343420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5343417.500000 Penalty: 5070.407227
	Iteration 69Q: 3 clusters Score -5343418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -5343412.500000 Penalty: 5070.407227
	Iteration 70Q: 3 clusters Score -5343412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5343412.500000 Penalty: 5070.407227
	Iteration 71Q: 3 clusters Score -5343412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5343405.000000 Penalty: 5070.407227
	Iteration 72Q: 3 clusters Score -5343405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -5343408.000000 Penalty: 5070.407227
	Iteration 73Q: 3 clusters Score -5343408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5343405.500000 Penalty: 5070.407227
	Iteration 74Q: 3 clusters Score -5343406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -5343419.000000 Penalty: 5070.407227
	Iteration 75Q: 3 clusters Score -5343419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5343424.500000 Penalty: 5070.407227
	Iteration 76Q: 3 clusters Score -5343424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5343414.500000 Penalty: 5070.407227
	Iteration 77Q: 3 clusters Score -5343414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5343416.500000 Penalty: 5070.407227
	Iteration 78Q: 3 clusters Score -5343416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -5343416.500000 Penalty: 5070.407227
	Iteration 79Q: 3 clusters Score -5343416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -5343420.500000 Penalty: 5070.407227
	Iteration 80F: 3 clusters Score -5343420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5343422.500000 Penalty: 5070.407227
	Iteration 81Q: 3 clusters Score -5343422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5343419.000000 Penalty: 5070.407227
	Iteration 82Q: 3 clusters Score -5343419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5343418.500000 Penalty: 5070.407227
	Iteration 83Q: 3 clusters Score -5343418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5343412.500000 Penalty: 5070.407227
	Iteration 84Q: 3 clusters Score -5343412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5343414.500000 Penalty: 5070.407227
	Iteration 85Q: 3 clusters Score -5343414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -5343415.500000 Penalty: 5070.407227
	Iteration 86Q: 3 clusters Score -5343416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -5343414.500000 Penalty: 5070.407227
	Iteration 87Q: 3 clusters Score -5343414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5343419.500000 Penalty: 5070.407227
	Iteration 88Q: 3 clusters Score -5343420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5343408.000000 Penalty: 5070.407227
	Iteration 89Q: 3 clusters Score -5343408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -5343421.500000 Penalty: 5070.407227
	Iteration 90Q: 3 clusters Score -5343422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5343426.500000 Penalty: 5070.407227
	Iteration 91Q: 3 clusters Score -5343426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -5343422.000000 Penalty: 5070.407227
	Iteration 92Q: 3 clusters Score -5343422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5343424.500000 Penalty: 5070.407227
	Iteration 93Q: 3 clusters Score -5343424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5343428.500000 Penalty: 5070.407227
	Iteration 94Q: 3 clusters Score -5343428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -5343426.500000 Penalty: 5070.407227
	Iteration 95Q: 3 clusters Score -5343426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5343427.000000 Penalty: 5070.407227
	Iteration 96Q: 3 clusters Score -5343427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5343422.000000 Penalty: 5070.407227
	Iteration 97Q: 3 clusters Score -5343422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5343424.500000 Penalty: 5070.407227
	Iteration 98Q: 3 clusters Score -5343424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -5343428.000000 Penalty: 5070.407227
	Iteration 99Q: 3 clusters Score -5343428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -5343411.500000 Penalty: 5070.407227
	Iteration 100F: 3 clusters Score -5343412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5343416.000000 Penalty: 5070.407227
	Iteration 101Q: 3 clusters Score -5343416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -5343415.500000 Penalty: 5070.407227
	Iteration 102Q: 3 clusters Score -5343416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5343412.500000 Penalty: 5070.407227
	Iteration 103Q: 3 clusters Score -5343412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -5343420.000000 Penalty: 5070.407227
	Iteration 104Q: 3 clusters Score -5343420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5343419.500000 Penalty: 5070.407227
	Iteration 105Q: 3 clusters Score -5343420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5343417.500000 Penalty: 5070.407227
	Iteration 106Q: 3 clusters Score -5343418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -5343427.000000 Penalty: 5070.407227
	Iteration 107Q: 3 clusters Score -5343427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5343421.500000 Penalty: 5070.407227
	Iteration 108Q: 3 clusters Score -5343422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -5343421.000000 Penalty: 5070.407227
	Iteration 109Q: 3 clusters Score -5343421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -5343421.000000 Penalty: 5070.407227
	Iteration 110Q: 3 clusters Score -5343421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5343423.500000 Penalty: 5070.407227
	Iteration 111Q: 3 clusters Score -5343424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5343418.000000 Penalty: 5070.407227
	Iteration 112Q: 3 clusters Score -5343418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5343417.500000 Penalty: 5070.407227
	Iteration 113Q: 3 clusters Score -5343418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5343410.500000 Penalty: 5070.407227
	Iteration 114Q: 3 clusters Score -5343410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5343411.000000 Penalty: 5070.407227
	Iteration 115Q: 3 clusters Score -5343411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5343402.000000 Penalty: 5070.407227
	Iteration 116Q: 3 clusters Score -5343402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5343407.500000 Penalty: 5070.407227
	Iteration 117Q: 3 clusters Score -5343408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -5343406.500000 Penalty: 5070.407227
	Iteration 118Q: 3 clusters Score -5343406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5343419.500000 Penalty: 5070.407227
	Iteration 119Q: 3 clusters Score -5343420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5343418.000000 Penalty: 5070.407227
	Iteration 120F: 3 clusters Score -5343418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -5343411.000000 Penalty: 5070.407227
	Iteration 121Q: 3 clusters Score -5343411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5343415.000000 Penalty: 5070.407227
	Iteration 122Q: 3 clusters Score -5343415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -5343411.000000 Penalty: 5070.407227
	Iteration 123Q: 3 clusters Score -5343411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -5343427.500000 Penalty: 5070.407227
	Iteration 124Q: 3 clusters Score -5343428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -5343415.000000 Penalty: 5070.407227
	Iteration 125Q: 3 clusters Score -5343415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -5343414.500000 Penalty: 5070.407227
	Iteration 126Q: 3 clusters Score -5343414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -5343424.500000 Penalty: 5070.407227
	Iteration 127Q: 3 clusters Score -5343424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -5343428.500000 Penalty: 5070.407227
	Iteration 128Q: 3 clusters Score -5343428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5343421.500000 Penalty: 5070.407227
	Iteration 129Q: 3 clusters Score -5343422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5343421.500000 Penalty: 5070.407227
	Iteration 130Q: 3 clusters Score -5343422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5343419.000000 Penalty: 5070.407227
	Iteration 131Q: 3 clusters Score -5343419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -5343416.500000 Penalty: 5070.407227
	Iteration 132Q: 3 clusters Score -5343416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5343423.500000 Penalty: 5070.407227
	Iteration 133Q: 3 clusters Score -5343424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5343418.000000 Penalty: 5070.407227
	Iteration 134Q: 3 clusters Score -5343418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5343418.000000 Penalty: 5070.407227
	Iteration 135F: 3 clusters Score -5343418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21992.917969 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21992.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22090.289062 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22090.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22119.076172 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22119.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22135.423828 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22135.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22135.423828 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -22135.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Entering Unmasked Estep 
Score: -3938397.500000 Penalty: 2458.851562
	Iteration 0F: 2 clusters Score -3938398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3924311.000000 Penalty: 4917.703125
	Iteration 0F: 3 clusters Score -3924311 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -3929087.250000 Penalty: 4917.703125
	Iteration 1F: 3 clusters Score -3929087 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3929424.750000 Penalty: 4917.703125
	Iteration 2Q: 3 clusters Score -3929425 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3929693.250000 Penalty: 4917.703125
	Iteration 3Q: 3 clusters Score -3929693 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3929885.250000 Penalty: 4917.703125
	Iteration 4Q: 3 clusters Score -3929885 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3930039.000000 Penalty: 4917.703125
	Iteration 5Q: 3 clusters Score -3930039 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3930211.000000 Penalty: 4917.703125
	Iteration 6Q: 3 clusters Score -3930211 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3930398.500000 Penalty: 4917.703125
	Iteration 7Q: 3 clusters Score -3930398 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3930573.750000 Penalty: 4917.703125
	Iteration 8Q: 3 clusters Score -3930574 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3930813.500000 Penalty: 4917.703125
	Iteration 9Q: 3 clusters Score -3930814 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -3931080.250000 Penalty: 4917.703125
	Iteration 10Q: 3 clusters Score -3931080 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3931421.000000 Penalty: 4917.703125
	Iteration 11Q: 3 clusters Score -3931421 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3931842.750000 Penalty: 4917.703125
	Iteration 12Q: 3 clusters Score -3931843 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3932396.000000 Penalty: 4917.703125
	Iteration 13Q: 3 clusters Score -3932396 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3933075.500000 Penalty: 4917.703125
	Iteration 14Q: 3 clusters Score -3933076 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3933861.500000 Penalty: 4917.703125
	Iteration 15Q: 3 clusters Score -3933862 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3934628.750000 Penalty: 4917.703125
	Iteration 16Q: 3 clusters Score -3934629 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3935206.750000 Penalty: 4917.703125
	Iteration 17Q: 3 clusters Score -3935207 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3935585.000000 Penalty: 4917.703125
	Iteration 18Q: 3 clusters Score -3935585 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3935825.000000 Penalty: 4917.703125
	Iteration 19Q: 3 clusters Score -3935825 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3935953.750000 Penalty: 4917.703125
	Iteration 20F: 3 clusters Score -3935954 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3936062.250000 Penalty: 4917.703125
	Iteration 21Q: 3 clusters Score -3936062 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3936107.500000 Penalty: 4917.703125
	Iteration 22Q: 3 clusters Score -3936108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3936139.000000 Penalty: 4917.703125
	Iteration 23Q: 3 clusters Score -3936139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3936163.500000 Penalty: 4917.703125
	Iteration 24Q: 3 clusters Score -3936164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3936186.500000 Penalty: 4917.703125
	Iteration 25Q: 3 clusters Score -3936186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3936195.250000 Penalty: 4917.703125
	Iteration 26Q: 3 clusters Score -3936195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3936202.250000 Penalty: 4917.703125
	Iteration 27Q: 3 clusters Score -3936202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3936213.500000 Penalty: 4917.703125
	Iteration 28Q: 3 clusters Score -3936214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3936215.000000 Penalty: 4917.703125
	Iteration 29Q: 3 clusters Score -3936215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3936223.000000 Penalty: 4917.703125
	Iteration 30Q: 3 clusters Score -3936223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3936223.000000 Penalty: 4917.703125
	Iteration 31F: 3 clusters Score -3936223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -180703.890625 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180703.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -180995.578125 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -180995.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181119.484375 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181119.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181187.328125 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181187.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181235.171875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181235.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -181267.843750 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181267.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181302.218750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181335.750000 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181381.343750 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181381.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181444.593750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181444.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181507.562500 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181507.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181573.156250 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181573.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181657.562500 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181657.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -181731.171875 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181731.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181814.375000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181814.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -181929.265625 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181929.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182074.328125 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -182074.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182231.390625 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -182231.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -182403.359375 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -182403.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182530.234375 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -182530.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182627.968750 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -182628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182688.296875 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -182688.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182748.843750 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -182748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182783.234375 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -182783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182831.671875 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -182831.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182875.421875 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -182875.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -182902.437500 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -182902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182917.921875 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -182917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182926.328125 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -182926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182926.328125 Penalty: 3438.010010
	Iteration 29F: 3 clusters Score -182926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29089 members 
Mstep: Class 5 contains 26204 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25569 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 21622 members 
Mstep: Class 14 contains 25600 members 
Mstep: Class 15 contains 19305 members 
Mstep: Class 16 contains 10432 members 
Mstep: Class 17 contains 11278 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26149 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 38797 members 
Mstep: Class 23 contains 26969 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 45374 members 
Mstep: Class 26 contains 13919 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21417 members 
Mstep: Class 29 contains 22333 members 
Mstep: Class 30 contains 21573 members 
Mstep: Class 31 contains 29217 members 
Mstep: Class 32 contains 17101 members 
Mstep: Class 33 contains 22609 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29708 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 27518 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20226 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 20028 members 
Mstep: Class 43 contains 24796 members 
Mstep: Class 44 contains 20731 members 
Mstep: Class 45 contains 3944 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20581 members 
Mstep: Class 48 contains 19395 members 
Mstep: Class 49 contains 16647 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18993 members 
Mstep: Class 52 contains 18558 members 
Mstep: Class 53 contains 21531 members 
Mstep: Class 54 contains 18007 members 
Mstep: Class 55 contains 20245 members 
Mstep: Class 56 contains 602 members 
Entering Unmasked Estep 
Score: -177463024.000000 Penalty: 190777.390625
Splitting cluster 41 changes total score from -177464512.000000 to -177463024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (20028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Entering Unmasked Estep 
Score: -4128616.250000 Penalty: 2456.411865
	Iteration 0F: 2 clusters Score -4128616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4116190.750000 Penalty: 4912.823730
	Iteration 0F: 3 clusters Score -4116191 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4120871.750000 Penalty: 4912.823730
	Iteration 1F: 3 clusters Score -4120872 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4121315.000000 Penalty: 4912.823730
	Iteration 2F: 3 clusters Score -4121315 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -4121599.500000 Penalty: 4912.823730
	Iteration 3Q: 3 clusters Score -4121600 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4121819.000000 Penalty: 4912.823730
	Iteration 4Q: 3 clusters Score -4121819 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4122024.000000 Penalty: 4912.823730
	Iteration 5Q: 3 clusters Score -4122024 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -4122193.750000 Penalty: 4912.823730
	Iteration 6Q: 3 clusters Score -4122194 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -4122331.750000 Penalty: 4912.823730
	Iteration 7Q: 3 clusters Score -4122332 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -4122519.750000 Penalty: 4912.823730
	Iteration 8Q: 3 clusters Score -4122520 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4122722.500000 Penalty: 4912.823730
	Iteration 9Q: 3 clusters Score -4122722 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4123021.500000 Penalty: 4912.823730
	Iteration 10Q: 3 clusters Score -4123022 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -4123571.500000 Penalty: 4912.823730
	Iteration 11Q: 3 clusters Score -4123572 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4124270.750000 Penalty: 4912.823730
	Iteration 12F: 3 clusters Score -4124271 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4125214.500000 Penalty: 4912.823730
	Iteration 13F: 3 clusters Score -4125214 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4125872.250000 Penalty: 4912.823730
	Iteration 14F: 3 clusters Score -4125872 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4126189.000000 Penalty: 4912.823730
	Iteration 15Q: 3 clusters Score -4126189 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -4126515.250000 Penalty: 4912.823730
	Iteration 16Q: 3 clusters Score -4126515 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4126802.000000 Penalty: 4912.823730
	Iteration 17Q: 3 clusters Score -4126802 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4127008.500000 Penalty: 4912.823730
	Iteration 18Q: 3 clusters Score -4127008 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -4127203.750000 Penalty: 4912.823730
	Iteration 19Q: 3 clusters Score -4127204 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -4127274.250000 Penalty: 4912.823730
	Iteration 20F: 3 clusters Score -4127274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -4127318.250000 Penalty: 4912.823730
	Iteration 21Q: 3 clusters Score -4127318 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -4127365.250000 Penalty: 4912.823730
	Iteration 22Q: 3 clusters Score -4127365 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4127405.750000 Penalty: 4912.823730
	Iteration 23Q: 3 clusters Score -4127406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4127433.500000 Penalty: 4912.823730
	Iteration 24Q: 3 clusters Score -4127434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4127447.000000 Penalty: 4912.823730
	Iteration 25Q: 3 clusters Score -4127447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4127471.750000 Penalty: 4912.823730
	Iteration 26Q: 3 clusters Score -4127472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -4127475.000000 Penalty: 4912.823730
	Iteration 27Q: 3 clusters Score -4127475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -4127524.000000 Penalty: 4912.823730
	Iteration 28Q: 3 clusters Score -4127524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4127514.750000 Penalty: 4912.823730
	Iteration 29Q: 3 clusters Score -4127515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4127518.250000 Penalty: 4912.823730
	Iteration 30Q: 3 clusters Score -4127518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4127547.500000 Penalty: 4912.823730
	Iteration 31Q: 3 clusters Score -4127548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4127565.500000 Penalty: 4912.823730
	Iteration 32Q: 3 clusters Score -4127566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -4127569.000000 Penalty: 4912.823730
	Iteration 33Q: 3 clusters Score -4127569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -4127585.500000 Penalty: 4912.823730
	Iteration 34Q: 3 clusters Score -4127586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -4127597.750000 Penalty: 4912.823730
	Iteration 35Q: 3 clusters Score -4127598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4127588.750000 Penalty: 4912.823730
	Iteration 36Q: 3 clusters Score -4127589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4127611.000000 Penalty: 4912.823730
	Iteration 37Q: 3 clusters Score -4127611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4127652.000000 Penalty: 4912.823730
	Iteration 38Q: 3 clusters Score -4127652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4127658.500000 Penalty: 4912.823730
	Iteration 39Q: 3 clusters Score -4127658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -4127678.500000 Penalty: 4912.823730
	Iteration 40F: 3 clusters Score -4127678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4127672.000000 Penalty: 4912.823730
	Iteration 41Q: 3 clusters Score -4127672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4127689.000000 Penalty: 4912.823730
	Iteration 42Q: 3 clusters Score -4127689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4127707.250000 Penalty: 4912.823730
	Iteration 43Q: 3 clusters Score -4127707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4127720.250000 Penalty: 4912.823730
	Iteration 44Q: 3 clusters Score -4127720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4127719.250000 Penalty: 4912.823730
	Iteration 45Q: 3 clusters Score -4127719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -4127716.000000 Penalty: 4912.823730
	Iteration 46Q: 3 clusters Score -4127716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4127725.250000 Penalty: 4912.823730
	Iteration 47Q: 3 clusters Score -4127725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4127723.000000 Penalty: 4912.823730
	Iteration 48Q: 3 clusters Score -4127723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4127722.250000 Penalty: 4912.823730
	Iteration 49Q: 3 clusters Score -4127722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4127727.750000 Penalty: 4912.823730
	Iteration 50Q: 3 clusters Score -4127728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4127725.500000 Penalty: 4912.823730
	Iteration 51Q: 3 clusters Score -4127726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4127725.500000 Penalty: 4912.823730
	Iteration 52F: 3 clusters Score -4127726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (24796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Entering Unmasked Estep 
Score: -5069352.500000 Penalty: 2509.372559
	Iteration 0F: 2 clusters Score -5069352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5054017.000000 Penalty: 5018.745117
	Iteration 0F: 3 clusters Score -5054017 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -5059955.000000 Penalty: 5018.745117
	Iteration 1F: 3 clusters Score -5059955 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5060404.500000 Penalty: 5018.745117
	Iteration 2F: 3 clusters Score -5060404 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -5060814.500000 Penalty: 5018.745117
	Iteration 3F: 3 clusters Score -5060814 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5061245.000000 Penalty: 5018.745117
	Iteration 4F: 3 clusters Score -5061245 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5061786.500000 Penalty: 5018.745117
	Iteration 5F: 3 clusters Score -5061786 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -5062586.500000 Penalty: 5018.745117
	Iteration 6F: 3 clusters Score -5062586 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5063755.000000 Penalty: 5018.745117
	Iteration 7F: 3 clusters Score -5063755 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5065147.500000 Penalty: 5018.745117
	Iteration 8F: 3 clusters Score -5065148 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5066306.000000 Penalty: 5018.745117
	Iteration 9F: 3 clusters Score -5066306 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -5066902.000000 Penalty: 5018.745117
	Iteration 10Q: 3 clusters Score -5066902 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -5067138.500000 Penalty: 5018.745117
	Iteration 11Q: 3 clusters Score -5067138 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -5067370.000000 Penalty: 5018.745117
	Iteration 12Q: 3 clusters Score -5067370 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -5067574.500000 Penalty: 5018.745117
	Iteration 13Q: 3 clusters Score -5067574 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -5067725.500000 Penalty: 5018.745117
	Iteration 14Q: 3 clusters Score -5067726 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -5067862.000000 Penalty: 5018.745117
	Iteration 15Q: 3 clusters Score -5067862 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -5068037.500000 Penalty: 5018.745117
	Iteration 16Q: 3 clusters Score -5068038 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5068149.000000 Penalty: 5018.745117
	Iteration 17Q: 3 clusters Score -5068149 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -5068230.500000 Penalty: 5018.745117
	Iteration 18Q: 3 clusters Score -5068230 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5068305.500000 Penalty: 5018.745117
	Iteration 19Q: 3 clusters Score -5068306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5068393.000000 Penalty: 5018.745117
	Iteration 20F: 3 clusters Score -5068393 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5068453.000000 Penalty: 5018.745117
	Iteration 21Q: 3 clusters Score -5068453 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -5068503.000000 Penalty: 5018.745117
	Iteration 22Q: 3 clusters Score -5068503 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -5068518.500000 Penalty: 5018.745117
	Iteration 23Q: 3 clusters Score -5068518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -5068552.000000 Penalty: 5018.745117
	Iteration 24Q: 3 clusters Score -5068552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5068595.500000 Penalty: 5018.745117
	Iteration 25Q: 3 clusters Score -5068596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5068605.000000 Penalty: 5018.745117
	Iteration 26Q: 3 clusters Score -5068605 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5068634.500000 Penalty: 5018.745117
	Iteration 27Q: 3 clusters Score -5068634 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -5068634.500000 Penalty: 5018.745117
	Iteration 28Q: 3 clusters Score -5068634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5068660.500000 Penalty: 5018.745117
	Iteration 29Q: 3 clusters Score -5068660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5068656.000000 Penalty: 5018.745117
	Iteration 30Q: 3 clusters Score -5068656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5068690.000000 Penalty: 5018.745117
	Iteration 31Q: 3 clusters Score -5068690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5068703.000000 Penalty: 5018.745117
	Iteration 32Q: 3 clusters Score -5068703 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5068717.500000 Penalty: 5018.745117
	Iteration 33Q: 3 clusters Score -5068718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -5068720.000000 Penalty: 5018.745117
	Iteration 34Q: 3 clusters Score -5068720 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5068717.000000 Penalty: 5018.745117
	Iteration 35Q: 3 clusters Score -5068717 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5068716.000000 Penalty: 5018.745117
	Iteration 36Q: 3 clusters Score -5068716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -5068701.000000 Penalty: 5018.745117
	Iteration 37Q: 3 clusters Score -5068701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5068693.000000 Penalty: 5018.745117
	Iteration 38Q: 3 clusters Score -5068693 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5068682.000000 Penalty: 5018.745117
	Iteration 39Q: 3 clusters Score -5068682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5068670.000000 Penalty: 5018.745117
	Iteration 40F: 3 clusters Score -5068670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -5068644.000000 Penalty: 5018.745117
	Iteration 41Q: 3 clusters Score -5068644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5068625.000000 Penalty: 5018.745117
	Iteration 42Q: 3 clusters Score -5068625 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5068618.500000 Penalty: 5018.745117
	Iteration 43Q: 3 clusters Score -5068618 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5068599.500000 Penalty: 5018.745117
	Iteration 44Q: 3 clusters Score -5068600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5068606.000000 Penalty: 5018.745117
	Iteration 45Q: 3 clusters Score -5068606 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -5068593.000000 Penalty: 5018.745117
	Iteration 46Q: 3 clusters Score -5068593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5068592.500000 Penalty: 5018.745117
	Iteration 47Q: 3 clusters Score -5068592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5068575.500000 Penalty: 5018.745117
	Iteration 48Q: 3 clusters Score -5068576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5068560.500000 Penalty: 5018.745117
	Iteration 49Q: 3 clusters Score -5068560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5068557.000000 Penalty: 5018.745117
	Iteration 50Q: 3 clusters Score -5068557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -5068541.000000 Penalty: 5018.745117
	Iteration 51Q: 3 clusters Score -5068541 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5068537.000000 Penalty: 5018.745117
	Iteration 52Q: 3 clusters Score -5068537 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5068543.000000 Penalty: 5018.745117
	Iteration 53Q: 3 clusters Score -5068543 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -5068543.000000 Penalty: 5018.745117
	Iteration 54Q: 3 clusters Score -5068543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -5068541.500000 Penalty: 5018.745117
	Iteration 55Q: 3 clusters Score -5068542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5068540.500000 Penalty: 5018.745117
	Iteration 56Q: 3 clusters Score -5068540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -5068532.000000 Penalty: 5018.745117
	Iteration 57Q: 3 clusters Score -5068532 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5068515.500000 Penalty: 5018.745117
	Iteration 58Q: 3 clusters Score -5068516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -5068503.500000 Penalty: 5018.745117
	Iteration 59Q: 3 clusters Score -5068504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5068491.500000 Penalty: 5018.745117
	Iteration 60F: 3 clusters Score -5068492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5068484.000000 Penalty: 5018.745117
	Iteration 61Q: 3 clusters Score -5068484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5068485.500000 Penalty: 5018.745117
	Iteration 62Q: 3 clusters Score -5068486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5068480.000000 Penalty: 5018.745117
	Iteration 63Q: 3 clusters Score -5068480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -5068464.000000 Penalty: 5018.745117
	Iteration 64Q: 3 clusters Score -5068464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5068462.500000 Penalty: 5018.745117
	Iteration 65Q: 3 clusters Score -5068462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5068463.500000 Penalty: 5018.745117
	Iteration 66Q: 3 clusters Score -5068464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5068460.000000 Penalty: 5018.745117
	Iteration 67Q: 3 clusters Score -5068460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5068438.000000 Penalty: 5018.745117
	Iteration 68Q: 3 clusters Score -5068438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -5068452.000000 Penalty: 5018.745117
	Iteration 69Q: 3 clusters Score -5068452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5068444.500000 Penalty: 5018.745117
	Iteration 70Q: 3 clusters Score -5068444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -5068446.000000 Penalty: 5018.745117
	Iteration 71Q: 3 clusters Score -5068446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -5068448.500000 Penalty: 5018.745117
	Iteration 72Q: 3 clusters Score -5068448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5068455.500000 Penalty: 5018.745117
	Iteration 73Q: 3 clusters Score -5068456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5068453.000000 Penalty: 5018.745117
	Iteration 74Q: 3 clusters Score -5068453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -5068451.000000 Penalty: 5018.745117
	Iteration 75Q: 3 clusters Score -5068451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5068444.500000 Penalty: 5018.745117
	Iteration 76Q: 3 clusters Score -5068444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5068445.500000 Penalty: 5018.745117
	Iteration 77Q: 3 clusters Score -5068446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5068445.500000 Penalty: 5018.745117
	Iteration 78Q: 3 clusters Score -5068446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5068444.500000 Penalty: 5018.745117
	Iteration 79Q: 3 clusters Score -5068444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5068444.500000 Penalty: 5018.745117
	Iteration 80F: 3 clusters Score -5068444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -5068440.500000 Penalty: 5018.745117
	Iteration 81Q: 3 clusters Score -5068440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5068440.000000 Penalty: 5018.745117
	Iteration 82Q: 3 clusters Score -5068440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -5068440.000000 Penalty: 5018.745117
	Iteration 83F: 3 clusters Score -5068440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Entering Unmasked Estep 
Score: -4264845.500000 Penalty: 2464.967529
	Iteration 0F: 2 clusters Score -4264846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4252221.500000 Penalty: 4929.935059
	Iteration 0F: 3 clusters Score -4252222 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4257233.000000 Penalty: 4929.935059
	Iteration 1F: 3 clusters Score -4257233 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4257673.500000 Penalty: 4929.935059
	Iteration 2F: 3 clusters Score -4257674 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4258078.000000 Penalty: 4929.935059
	Iteration 3Q: 3 clusters Score -4258078 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4258477.500000 Penalty: 4929.935059
	Iteration 4Q: 3 clusters Score -4258478 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4259024.500000 Penalty: 4929.935059
	Iteration 5Q: 3 clusters Score -4259024 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4259752.000000 Penalty: 4929.935059
	Iteration 6Q: 3 clusters Score -4259752 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4260860.000000 Penalty: 4929.935059
	Iteration 7F: 3 clusters Score -4260860 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4262048.000000 Penalty: 4929.935059
	Iteration 8F: 3 clusters Score -4262048 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4262781.500000 Penalty: 4929.935059
	Iteration 9F: 3 clusters Score -4262782 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4263195.000000 Penalty: 4929.935059
	Iteration 10Q: 3 clusters Score -4263195 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -4263392.500000 Penalty: 4929.935059
	Iteration 11Q: 3 clusters Score -4263392 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4263497.500000 Penalty: 4929.935059
	Iteration 12Q: 3 clusters Score -4263498 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -4263555.000000 Penalty: 4929.935059
	Iteration 13Q: 3 clusters Score -4263555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4263592.000000 Penalty: 4929.935059
	Iteration 14Q: 3 clusters Score -4263592 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4263581.500000 Penalty: 4929.935059
	Iteration 15Q: 3 clusters Score -4263582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -4263588.500000 Penalty: 4929.935059
	Iteration 16Q: 3 clusters Score -4263588 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4263579.000000 Penalty: 4929.935059
	Iteration 17Q: 3 clusters Score -4263579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4263613.500000 Penalty: 4929.935059
	Iteration 18Q: 3 clusters Score -4263614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -4263621.500000 Penalty: 4929.935059
	Iteration 19Q: 3 clusters Score -4263622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -4263606.000000 Penalty: 4929.935059
	Iteration 20F: 3 clusters Score -4263606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -4263596.000000 Penalty: 4929.935059
	Iteration 21Q: 3 clusters Score -4263596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4263590.000000 Penalty: 4929.935059
	Iteration 22Q: 3 clusters Score -4263590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4263584.000000 Penalty: 4929.935059
	Iteration 23Q: 3 clusters Score -4263584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -4263574.000000 Penalty: 4929.935059
	Iteration 24Q: 3 clusters Score -4263574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4263556.000000 Penalty: 4929.935059
	Iteration 25Q: 3 clusters Score -4263556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4263548.000000 Penalty: 4929.935059
	Iteration 26Q: 3 clusters Score -4263548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4263528.000000 Penalty: 4929.935059
	Iteration 27Q: 3 clusters Score -4263528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4263545.500000 Penalty: 4929.935059
	Iteration 28Q: 3 clusters Score -4263546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -4263532.000000 Penalty: 4929.935059
	Iteration 29Q: 3 clusters Score -4263532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4263550.000000 Penalty: 4929.935059
	Iteration 30Q: 3 clusters Score -4263550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4263553.500000 Penalty: 4929.935059
	Iteration 31Q: 3 clusters Score -4263554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4263553.000000 Penalty: 4929.935059
	Iteration 32Q: 3 clusters Score -4263553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4263544.500000 Penalty: 4929.935059
	Iteration 33Q: 3 clusters Score -4263544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4263533.500000 Penalty: 4929.935059
	Iteration 34Q: 3 clusters Score -4263534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4263517.500000 Penalty: 4929.935059
	Iteration 35Q: 3 clusters Score -4263518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4263502.500000 Penalty: 4929.935059
	Iteration 36Q: 3 clusters Score -4263502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4263519.000000 Penalty: 4929.935059
	Iteration 37Q: 3 clusters Score -4263519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4263515.000000 Penalty: 4929.935059
	Iteration 38Q: 3 clusters Score -4263515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4263517.000000 Penalty: 4929.935059
	Iteration 39Q: 3 clusters Score -4263517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4263512.000000 Penalty: 4929.935059
	Iteration 40F: 3 clusters Score -4263512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4263519.500000 Penalty: 4929.935059
	Iteration 41Q: 3 clusters Score -4263520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4263518.500000 Penalty: 4929.935059
	Iteration 42Q: 3 clusters Score -4263518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4263513.000000 Penalty: 4929.935059
	Iteration 43Q: 3 clusters Score -4263513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4263495.500000 Penalty: 4929.935059
	Iteration 44Q: 3 clusters Score -4263496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4263492.500000 Penalty: 4929.935059
	Iteration 45Q: 3 clusters Score -4263492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4263478.000000 Penalty: 4929.935059
	Iteration 46Q: 3 clusters Score -4263478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4263473.000000 Penalty: 4929.935059
	Iteration 47Q: 3 clusters Score -4263473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4263485.500000 Penalty: 4929.935059
	Iteration 48Q: 3 clusters Score -4263486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4263478.500000 Penalty: 4929.935059
	Iteration 49Q: 3 clusters Score -4263478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4263480.000000 Penalty: 4929.935059
	Iteration 50Q: 3 clusters Score -4263480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4263475.000000 Penalty: 4929.935059
	Iteration 51Q: 3 clusters Score -4263475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4263466.500000 Penalty: 4929.935059
	Iteration 52Q: 3 clusters Score -4263466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4263463.000000 Penalty: 4929.935059
	Iteration 53Q: 3 clusters Score -4263463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4263472.000000 Penalty: 4929.935059
	Iteration 54Q: 3 clusters Score -4263472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4263460.000000 Penalty: 4929.935059
	Iteration 55Q: 3 clusters Score -4263460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4263456.000000 Penalty: 4929.935059
	Iteration 56Q: 3 clusters Score -4263456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -4263457.000000 Penalty: 4929.935059
	Iteration 57Q: 3 clusters Score -4263457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -4263471.000000 Penalty: 4929.935059
	Iteration 58Q: 3 clusters Score -4263471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4263469.000000 Penalty: 4929.935059
	Iteration 59Q: 3 clusters Score -4263469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4263473.500000 Penalty: 4929.935059
	Iteration 60F: 3 clusters Score -4263474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4263475.000000 Penalty: 4929.935059
	Iteration 61Q: 3 clusters Score -4263475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4263474.000000 Penalty: 4929.935059
	Iteration 62Q: 3 clusters Score -4263474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4263457.500000 Penalty: 4929.935059
	Iteration 63Q: 3 clusters Score -4263458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4263469.500000 Penalty: 4929.935059
	Iteration 64Q: 3 clusters Score -4263470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -4263481.000000 Penalty: 4929.935059
	Iteration 65Q: 3 clusters Score -4263481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4263474.500000 Penalty: 4929.935059
	Iteration 66Q: 3 clusters Score -4263474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4263469.000000 Penalty: 4929.935059
	Iteration 67Q: 3 clusters Score -4263469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4263472.500000 Penalty: 4929.935059
	Iteration 68Q: 3 clusters Score -4263472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4263461.000000 Penalty: 4929.935059
	Iteration 69Q: 3 clusters Score -4263461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4263468.000000 Penalty: 4929.935059
	Iteration 70Q: 3 clusters Score -4263468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4263469.000000 Penalty: 4929.935059
	Iteration 71Q: 3 clusters Score -4263469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4263459.000000 Penalty: 4929.935059
	Iteration 72Q: 3 clusters Score -4263459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4263467.000000 Penalty: 4929.935059
	Iteration 73Q: 3 clusters Score -4263467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4263472.500000 Penalty: 4929.935059
	Iteration 74Q: 3 clusters Score -4263472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4263467.000000 Penalty: 4929.935059
	Iteration 75Q: 3 clusters Score -4263467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4263478.500000 Penalty: 4929.935059
	Iteration 76Q: 3 clusters Score -4263478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4263483.500000 Penalty: 4929.935059
	Iteration 77Q: 3 clusters Score -4263484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -4263478.500000 Penalty: 4929.935059
	Iteration 78Q: 3 clusters Score -4263478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -4263471.500000 Penalty: 4929.935059
	Iteration 79Q: 3 clusters Score -4263472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4263468.000000 Penalty: 4929.935059
	Iteration 80F: 3 clusters Score -4263468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4263480.000000 Penalty: 4929.935059
	Iteration 81Q: 3 clusters Score -4263480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -4263488.500000 Penalty: 4929.935059
	Iteration 82Q: 3 clusters Score -4263488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -4263493.500000 Penalty: 4929.935059
	Iteration 83Q: 3 clusters Score -4263494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4263480.500000 Penalty: 4929.935059
	Iteration 84Q: 3 clusters Score -4263480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -4263485.500000 Penalty: 4929.935059
	Iteration 85Q: 3 clusters Score -4263486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4263490.500000 Penalty: 4929.935059
	Iteration 86Q: 3 clusters Score -4263490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4263490.000000 Penalty: 4929.935059
	Iteration 87Q: 3 clusters Score -4263490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4263490.000000 Penalty: 4929.935059
	Iteration 88Q: 3 clusters Score -4263490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4263490.000000 Penalty: 4929.935059
	Iteration 89F: 3 clusters Score -4263490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -752040.375000 Penalty: 2053.427979
	Iteration 0F: 2 clusters Score -752040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -748182.937500 Penalty: 4106.855957
	Iteration 0F: 3 clusters Score -748182.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -749048.187500 Penalty: 4106.855957
	Iteration 1F: 3 clusters Score -749048.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -749255.312500 Penalty: 4106.855957
	Iteration 2F: 3 clusters Score -749255.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -749364.437500 Penalty: 4106.855957
	Iteration 3Q: 3 clusters Score -749364.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -749438.125000 Penalty: 4106.855957
	Iteration 4Q: 3 clusters Score -749438.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -749506.625000 Penalty: 4106.855957
	Iteration 5Q: 3 clusters Score -749506.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -749555.062500 Penalty: 4106.855957
	Iteration 6Q: 3 clusters Score -749555.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -749593.875000 Penalty: 4106.855957
	Iteration 7Q: 3 clusters Score -749593.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -749623.500000 Penalty: 4106.855957
	Iteration 8Q: 3 clusters Score -749623.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -749644.750000 Penalty: 4106.855957
	Iteration 9Q: 3 clusters Score -749644.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -749666.500000 Penalty: 4106.855957
	Iteration 10Q: 3 clusters Score -749666.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -749683.125000 Penalty: 4106.855957
	Iteration 11Q: 3 clusters Score -749683.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -749690.937500 Penalty: 4106.855957
	Iteration 12Q: 3 clusters Score -749690.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -749702.500000 Penalty: 4106.855957
	Iteration 13Q: 3 clusters Score -749702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -749712.562500 Penalty: 4106.855957
	Iteration 14Q: 3 clusters Score -749712.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -749719.937500 Penalty: 4106.855957
	Iteration 15Q: 3 clusters Score -749719.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -749730.875000 Penalty: 4106.855957
	Iteration 16Q: 3 clusters Score -749730.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -749738.187500 Penalty: 4106.855957
	Iteration 17Q: 3 clusters Score -749738.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -749743.937500 Penalty: 4106.855957
	Iteration 18Q: 3 clusters Score -749743.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -749748.812500 Penalty: 4106.855957
	Iteration 19Q: 3 clusters Score -749748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -749754.125000 Penalty: 4106.855957
	Iteration 20F: 3 clusters Score -749754.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -749762.437500 Penalty: 4106.855957
	Iteration 21Q: 3 clusters Score -749762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -749770.250000 Penalty: 4106.855957
	Iteration 22Q: 3 clusters Score -749770.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -749776.750000 Penalty: 4106.855957
	Iteration 23Q: 3 clusters Score -749776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -749779.500000 Penalty: 4106.855957
	Iteration 24Q: 3 clusters Score -749779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -749780.062500 Penalty: 4106.855957
	Iteration 25Q: 3 clusters Score -749780.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -749782.750000 Penalty: 4106.855957
	Iteration 26Q: 3 clusters Score -749782.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -749785.750000 Penalty: 4106.855957
	Iteration 27Q: 3 clusters Score -749785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -749785.250000 Penalty: 4106.855957
	Iteration 28Q: 3 clusters Score -749785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -749787.437500 Penalty: 4106.855957
	Iteration 29Q: 3 clusters Score -749787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -749786.937500 Penalty: 4106.855957
	Iteration 30Q: 3 clusters Score -749786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -749790.187500 Penalty: 4106.855957
	Iteration 31Q: 3 clusters Score -749790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -749792.687500 Penalty: 4106.855957
	Iteration 32Q: 3 clusters Score -749792.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -749796.187500 Penalty: 4106.855957
	Iteration 33Q: 3 clusters Score -749796.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -749802.937500 Penalty: 4106.855957
	Iteration 34Q: 3 clusters Score -749802.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -749805.875000 Penalty: 4106.855957
	Iteration 35Q: 3 clusters Score -749805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -749811.125000 Penalty: 4106.855957
	Iteration 36Q: 3 clusters Score -749811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -749815.812500 Penalty: 4106.855957
	Iteration 37Q: 3 clusters Score -749815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -749821.437500 Penalty: 4106.855957
	Iteration 38Q: 3 clusters Score -749821.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -749827.812500 Penalty: 4106.855957
	Iteration 39Q: 3 clusters Score -749827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -749833.062500 Penalty: 4106.855957
	Iteration 40F: 3 clusters Score -749833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -749836.062500 Penalty: 4106.855957
	Iteration 41Q: 3 clusters Score -749836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -749836.312500 Penalty: 4106.855957
	Iteration 42Q: 3 clusters Score -749836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -749839.687500 Penalty: 4106.855957
	Iteration 43Q: 3 clusters Score -749839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -749842.812500 Penalty: 4106.855957
	Iteration 44Q: 3 clusters Score -749842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -749846.312500 Penalty: 4106.855957
	Iteration 45Q: 3 clusters Score -749846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -749851.125000 Penalty: 4106.855957
	Iteration 46Q: 3 clusters Score -749851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -749852.687500 Penalty: 4106.855957
	Iteration 47Q: 3 clusters Score -749852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -749854.000000 Penalty: 4106.855957
	Iteration 48Q: 3 clusters Score -749854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -749855.500000 Penalty: 4106.855957
	Iteration 49Q: 3 clusters Score -749855.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -749859.312500 Penalty: 4106.855957
	Iteration 50Q: 3 clusters Score -749859.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -749864.750000 Penalty: 4106.855957
	Iteration 51Q: 3 clusters Score -749864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -749868.937500 Penalty: 4106.855957
	Iteration 52Q: 3 clusters Score -749868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -749873.812500 Penalty: 4106.855957
	Iteration 53Q: 3 clusters Score -749873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -749879.875000 Penalty: 4106.855957
	Iteration 54Q: 3 clusters Score -749879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -749881.187500 Penalty: 4106.855957
	Iteration 55Q: 3 clusters Score -749881.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -749883.000000 Penalty: 4106.855957
	Iteration 56Q: 3 clusters Score -749883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -749883.187500 Penalty: 4106.855957
	Iteration 57Q: 3 clusters Score -749883.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -749886.250000 Penalty: 4106.855957
	Iteration 58Q: 3 clusters Score -749886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -749887.562500 Penalty: 4106.855957
	Iteration 59Q: 3 clusters Score -749887.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -749892.062500 Penalty: 4106.855957
	Iteration 60F: 3 clusters Score -749892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -749894.062500 Penalty: 4106.855957
	Iteration 61Q: 3 clusters Score -749894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -749893.937500 Penalty: 4106.855957
	Iteration 62Q: 3 clusters Score -749893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -749893.875000 Penalty: 4106.855957
	Iteration 63Q: 3 clusters Score -749893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -749897.500000 Penalty: 4106.855957
	Iteration 64Q: 3 clusters Score -749897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -749900.375000 Penalty: 4106.855957
	Iteration 65Q: 3 clusters Score -749900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -749902.687500 Penalty: 4106.855957
	Iteration 66Q: 3 clusters Score -749902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -749907.687500 Penalty: 4106.855957
	Iteration 67Q: 3 clusters Score -749907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -749908.437500 Penalty: 4106.855957
	Iteration 68Q: 3 clusters Score -749908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -749908.562500 Penalty: 4106.855957
	Iteration 69Q: 3 clusters Score -749908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -749910.562500 Penalty: 4106.855957
	Iteration 70Q: 3 clusters Score -749910.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -749911.062500 Penalty: 4106.855957
	Iteration 71Q: 3 clusters Score -749911.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -749911.062500 Penalty: 4106.855957
	Iteration 72F: 3 clusters Score -749911.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16817.388672 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16817.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16875.515625 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16875.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16889.810547 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16889.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16891.318359 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16891.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16891.318359 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -16891.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Entering Unmasked Estep 
Score: -4246729.000000 Penalty: 2463.166504
	Iteration 0F: 2 clusters Score -4246729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4234137.000000 Penalty: 4926.333008
	Iteration 0F: 3 clusters Score -4234137 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -4238997.500000 Penalty: 4926.333008
	Iteration 1F: 3 clusters Score -4238998 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -4239432.500000 Penalty: 4926.333008
	Iteration 2F: 3 clusters Score -4239432 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4239767.000000 Penalty: 4926.333008
	Iteration 3F: 3 clusters Score -4239767 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4240082.000000 Penalty: 4926.333008
	Iteration 4F: 3 clusters Score -4240082 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -4240330.000000 Penalty: 4926.333008
	Iteration 5Q: 3 clusters Score -4240330 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4240545.500000 Penalty: 4926.333008
	Iteration 6Q: 3 clusters Score -4240546 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4240704.000000 Penalty: 4926.333008
	Iteration 7Q: 3 clusters Score -4240704 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4240887.500000 Penalty: 4926.333008
	Iteration 8Q: 3 clusters Score -4240888 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4241042.500000 Penalty: 4926.333008
	Iteration 9Q: 3 clusters Score -4241042 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4241512.500000 Penalty: 4926.333008
	Iteration 10Q: 3 clusters Score -4241512 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -4242384.500000 Penalty: 4926.333008
	Iteration 11F: 3 clusters Score -4242384 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4243586.500000 Penalty: 4926.333008
	Iteration 12F: 3 clusters Score -4243586 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -4244638.000000 Penalty: 4926.333008
	Iteration 13F: 3 clusters Score -4244638 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4245190.000000 Penalty: 4926.333008
	Iteration 14Q: 3 clusters Score -4245190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -4245475.000000 Penalty: 4926.333008
	Iteration 15Q: 3 clusters Score -4245475 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4245749.500000 Penalty: 4926.333008
	Iteration 16Q: 3 clusters Score -4245750 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -4245913.500000 Penalty: 4926.333008
	Iteration 17Q: 3 clusters Score -4245914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4245964.500000 Penalty: 4926.333008
	Iteration 18Q: 3 clusters Score -4245964 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4245968.500000 Penalty: 4926.333008
	Iteration 19Q: 3 clusters Score -4245968 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4245988.500000 Penalty: 4926.333008
	Iteration 20F: 3 clusters Score -4245988 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4245969.500000 Penalty: 4926.333008
	Iteration 21Q: 3 clusters Score -4245970 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -4245982.000000 Penalty: 4926.333008
	Iteration 22Q: 3 clusters Score -4245982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4245982.500000 Penalty: 4926.333008
	Iteration 23Q: 3 clusters Score -4245982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4245961.000000 Penalty: 4926.333008
	Iteration 24Q: 3 clusters Score -4245961 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4245951.500000 Penalty: 4926.333008
	Iteration 25Q: 3 clusters Score -4245952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -4245964.000000 Penalty: 4926.333008
	Iteration 26Q: 3 clusters Score -4245964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -4245911.000000 Penalty: 4926.333008
	Iteration 27Q: 3 clusters Score -4245911 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -4245785.000000 Penalty: 4926.333008
	Iteration 28Q: 3 clusters Score -4245785 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4245712.500000 Penalty: 4926.333008
	Iteration 29Q: 3 clusters Score -4245712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4245685.000000 Penalty: 4926.333008
	Iteration 30Q: 3 clusters Score -4245685 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4245637.500000 Penalty: 4926.333008
	Iteration 31Q: 3 clusters Score -4245638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4245633.500000 Penalty: 4926.333008
	Iteration 32Q: 3 clusters Score -4245634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4245625.500000 Penalty: 4926.333008
	Iteration 33Q: 3 clusters Score -4245626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -4245620.000000 Penalty: 4926.333008
	Iteration 34Q: 3 clusters Score -4245620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4245495.500000 Penalty: 4926.333008
	Iteration 35Q: 3 clusters Score -4245496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4245475.500000 Penalty: 4926.333008
	Iteration 36Q: 3 clusters Score -4245476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4245447.500000 Penalty: 4926.333008
	Iteration 37Q: 3 clusters Score -4245448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4245444.000000 Penalty: 4926.333008
	Iteration 38Q: 3 clusters Score -4245444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4245395.500000 Penalty: 4926.333008
	Iteration 39Q: 3 clusters Score -4245396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4245387.000000 Penalty: 4926.333008
	Iteration 40F: 3 clusters Score -4245387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4245349.500000 Penalty: 4926.333008
	Iteration 41Q: 3 clusters Score -4245350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -4245333.500000 Penalty: 4926.333008
	Iteration 42Q: 3 clusters Score -4245334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4245310.500000 Penalty: 4926.333008
	Iteration 43Q: 3 clusters Score -4245310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4245303.000000 Penalty: 4926.333008
	Iteration 44Q: 3 clusters Score -4245303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4245315.500000 Penalty: 4926.333008
	Iteration 45Q: 3 clusters Score -4245316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -4245314.000000 Penalty: 4926.333008
	Iteration 46Q: 3 clusters Score -4245314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4245327.000000 Penalty: 4926.333008
	Iteration 47Q: 3 clusters Score -4245327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -4245321.500000 Penalty: 4926.333008
	Iteration 48Q: 3 clusters Score -4245322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -4245324.500000 Penalty: 4926.333008
	Iteration 49Q: 3 clusters Score -4245324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4245319.500000 Penalty: 4926.333008
	Iteration 50Q: 3 clusters Score -4245320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4245340.500000 Penalty: 4926.333008
	Iteration 51Q: 3 clusters Score -4245340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4245326.000000 Penalty: 4926.333008
	Iteration 52Q: 3 clusters Score -4245326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4245316.000000 Penalty: 4926.333008
	Iteration 53Q: 3 clusters Score -4245316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4245309.000000 Penalty: 4926.333008
	Iteration 54Q: 3 clusters Score -4245309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4245312.500000 Penalty: 4926.333008
	Iteration 55Q: 3 clusters Score -4245312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4245307.000000 Penalty: 4926.333008
	Iteration 56Q: 3 clusters Score -4245307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -4245307.000000 Penalty: 4926.333008
	Iteration 57F: 3 clusters Score -4245307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Entering Unmasked Estep 
Score: -3997334.750000 Penalty: 2448.447021
	Iteration 0F: 2 clusters Score -3997335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3985192.250000 Penalty: 4896.894043
	Iteration 0F: 3 clusters Score -3985192 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3989671.500000 Penalty: 4896.894043
	Iteration 1F: 3 clusters Score -3989672 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3990071.250000 Penalty: 4896.894043
	Iteration 2F: 3 clusters Score -3990071 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3990435.750000 Penalty: 4896.894043
	Iteration 3Q: 3 clusters Score -3990436 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3990798.500000 Penalty: 4896.894043
	Iteration 4Q: 3 clusters Score -3990798 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3991222.750000 Penalty: 4896.894043
	Iteration 5F: 3 clusters Score -3991223 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -3991742.250000 Penalty: 4896.894043
	Iteration 6F: 3 clusters Score -3991742 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3992311.250000 Penalty: 4896.894043
	Iteration 7F: 3 clusters Score -3992311 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3993030.250000 Penalty: 4896.894043
	Iteration 8F: 3 clusters Score -3993030 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3993654.500000 Penalty: 4896.894043
	Iteration 9Q: 3 clusters Score -3993654 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3994125.000000 Penalty: 4896.894043
	Iteration 10Q: 3 clusters Score -3994125 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3994490.000000 Penalty: 4896.894043
	Iteration 11Q: 3 clusters Score -3994490 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3994684.750000 Penalty: 4896.894043
	Iteration 12Q: 3 clusters Score -3994685 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3994816.750000 Penalty: 4896.894043
	Iteration 13Q: 3 clusters Score -3994817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3994901.000000 Penalty: 4896.894043
	Iteration 14Q: 3 clusters Score -3994901 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3994993.250000 Penalty: 4896.894043
	Iteration 15Q: 3 clusters Score -3994993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3995047.250000 Penalty: 4896.894043
	Iteration 16Q: 3 clusters Score -3995047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3995085.750000 Penalty: 4896.894043
	Iteration 17Q: 3 clusters Score -3995086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3995121.000000 Penalty: 4896.894043
	Iteration 18Q: 3 clusters Score -3995121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3995146.500000 Penalty: 4896.894043
	Iteration 19Q: 3 clusters Score -3995146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3995166.750000 Penalty: 4896.894043
	Iteration 20F: 3 clusters Score -3995167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3995174.750000 Penalty: 4896.894043
	Iteration 21Q: 3 clusters Score -3995175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3995175.250000 Penalty: 4896.894043
	Iteration 22Q: 3 clusters Score -3995175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3995174.000000 Penalty: 4896.894043
	Iteration 23Q: 3 clusters Score -3995174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3995175.750000 Penalty: 4896.894043
	Iteration 24Q: 3 clusters Score -3995176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3995180.000000 Penalty: 4896.894043
	Iteration 25Q: 3 clusters Score -3995180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3995178.250000 Penalty: 4896.894043
	Iteration 26Q: 3 clusters Score -3995178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3995178.250000 Penalty: 4896.894043
	Iteration 27F: 3 clusters Score -3995178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (16647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Entering Unmasked Estep 
Score: -3241044.000000 Penalty: 2410.556396
	Iteration 0F: 2 clusters Score -3241044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3229221.250000 Penalty: 4821.112793
	Iteration 0F: 3 clusters Score -3229221 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -3233041.500000 Penalty: 4821.112793
	Iteration 1F: 3 clusters Score -3233042 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3233392.750000 Penalty: 4821.112793
	Iteration 2F: 3 clusters Score -3233393 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3233641.000000 Penalty: 4821.112793
	Iteration 3Q: 3 clusters Score -3233641 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3233816.000000 Penalty: 4821.112793
	Iteration 4Q: 3 clusters Score -3233816 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -3233956.250000 Penalty: 4821.112793
	Iteration 5Q: 3 clusters Score -3233956 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3234069.000000 Penalty: 4821.112793
	Iteration 6Q: 3 clusters Score -3234069 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -3234207.500000 Penalty: 4821.112793
	Iteration 7Q: 3 clusters Score -3234208 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -3234358.500000 Penalty: 4821.112793
	Iteration 8Q: 3 clusters Score -3234358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3234531.000000 Penalty: 4821.112793
	Iteration 9Q: 3 clusters Score -3234531 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3234755.000000 Penalty: 4821.112793
	Iteration 10Q: 3 clusters Score -3234755 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3235041.750000 Penalty: 4821.112793
	Iteration 11Q: 3 clusters Score -3235042 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3235393.000000 Penalty: 4821.112793
	Iteration 12Q: 3 clusters Score -3235393 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3235852.500000 Penalty: 4821.112793
	Iteration 13Q: 3 clusters Score -3235852 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3236376.750000 Penalty: 4821.112793
	Iteration 14Q: 3 clusters Score -3236377 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3236982.000000 Penalty: 4821.112793
	Iteration 15Q: 3 clusters Score -3236982 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3237536.000000 Penalty: 4821.112793
	Iteration 16Q: 3 clusters Score -3237536 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3237978.250000 Penalty: 4821.112793
	Iteration 17Q: 3 clusters Score -3237978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3238289.000000 Penalty: 4821.112793
	Iteration 18Q: 3 clusters Score -3238289 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3238506.000000 Penalty: 4821.112793
	Iteration 19Q: 3 clusters Score -3238506 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3238650.000000 Penalty: 4821.112793
	Iteration 20F: 3 clusters Score -3238650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3238715.500000 Penalty: 4821.112793
	Iteration 21Q: 3 clusters Score -3238716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3238753.750000 Penalty: 4821.112793
	Iteration 22Q: 3 clusters Score -3238754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3238776.250000 Penalty: 4821.112793
	Iteration 23Q: 3 clusters Score -3238776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3238806.500000 Penalty: 4821.112793
	Iteration 24Q: 3 clusters Score -3238806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3238835.250000 Penalty: 4821.112793
	Iteration 25Q: 3 clusters Score -3238835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3238850.000000 Penalty: 4821.112793
	Iteration 26Q: 3 clusters Score -3238850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3238861.000000 Penalty: 4821.112793
	Iteration 27Q: 3 clusters Score -3238861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3238868.500000 Penalty: 4821.112793
	Iteration 28Q: 3 clusters Score -3238868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3238869.750000 Penalty: 4821.112793
	Iteration 29Q: 3 clusters Score -3238870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3238875.250000 Penalty: 4821.112793
	Iteration 30Q: 3 clusters Score -3238875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3238875.000000 Penalty: 4821.112793
	Iteration 31Q: 3 clusters Score -3238875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3238879.500000 Penalty: 4821.112793
	Iteration 32Q: 3 clusters Score -3238880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3238880.000000 Penalty: 4821.112793
	Iteration 33Q: 3 clusters Score -3238880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3238880.000000 Penalty: 4821.112793
	Iteration 34F: 3 clusters Score -3238880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184178.625000 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184178.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -184460.406250 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184460.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -184565.796875 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184565.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184629.546875 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184629.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -184685.296875 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184685.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184720.875000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184720.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -184763.453125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184763.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -184805.984375 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184837.593750 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184879.703125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -184896.187500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184896.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184917.296875 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -184948.093750 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184948.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -184993.093750 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184993.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -185082.125000 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -185082.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -185215.671875 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -185215.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185319.187500 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -185319.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -185402.203125 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -185402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185433.187500 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -185433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -185461.296875 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -185461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -185469.125000 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -185469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185473.328125 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -185473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -185479.375000 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -185479.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -185488.312500 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -185488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -185495.625000 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -185495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -185504.578125 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -185504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -185512.234375 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -185512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -185522.453125 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -185522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185529.437500 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -185529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -185533.718750 Penalty: 3444.745361
	Iteration 29Q: 3 clusters Score -185533.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185534.671875 Penalty: 3444.745361
	Iteration 30Q: 3 clusters Score -185534.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185534.671875 Penalty: 3444.745361
	Iteration 31F: 3 clusters Score -185534.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Entering Unmasked Estep 
Score: -3920732.250000 Penalty: 2443.252686
	Iteration 0F: 2 clusters Score -3920732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3908808.750000 Penalty: 4886.505371
	Iteration 0F: 3 clusters Score -3908809 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3913126.750000 Penalty: 4886.505371
	Iteration 1F: 3 clusters Score -3913127 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3913563.750000 Penalty: 4886.505371
	Iteration 2F: 3 clusters Score -3913564 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3913966.750000 Penalty: 4886.505371
	Iteration 3F: 3 clusters Score -3913967 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3914382.750000 Penalty: 4886.505371
	Iteration 4F: 3 clusters Score -3914383 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3914662.250000 Penalty: 4886.505371
	Iteration 5F: 3 clusters Score -3914662 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3914945.500000 Penalty: 4886.505371
	Iteration 6F: 3 clusters Score -3914946 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3915214.250000 Penalty: 4886.505371
	Iteration 7F: 3 clusters Score -3915214 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3915578.250000 Penalty: 4886.505371
	Iteration 8Q: 3 clusters Score -3915578 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3916349.750000 Penalty: 4886.505371
	Iteration 9Q: 3 clusters Score -3916350 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3916880.750000 Penalty: 4886.505371
	Iteration 10Q: 3 clusters Score -3916881 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3917234.000000 Penalty: 4886.505371
	Iteration 11Q: 3 clusters Score -3917234 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3917245.500000 Penalty: 4886.505371
	Iteration 12Q: 3 clusters Score -3917246 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3917562.500000 Penalty: 4886.505371
	Iteration 13Q: 3 clusters Score -3917562 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3917778.000000 Penalty: 4886.505371
	Iteration 14Q: 3 clusters Score -3917778 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3917924.750000 Penalty: 4886.505371
	Iteration 15Q: 3 clusters Score -3917925 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3917965.750000 Penalty: 4886.505371
	Iteration 16Q: 3 clusters Score -3917966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3917986.750000 Penalty: 4886.505371
	Iteration 17Q: 3 clusters Score -3917987 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3918034.750000 Penalty: 4886.505371
	Iteration 18Q: 3 clusters Score -3918035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3918112.750000 Penalty: 4886.505371
	Iteration 19Q: 3 clusters Score -3918113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3918129.500000 Penalty: 4886.505371
	Iteration 20F: 3 clusters Score -3918130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3918167.500000 Penalty: 4886.505371
	Iteration 21Q: 3 clusters Score -3918168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -3918163.250000 Penalty: 4886.505371
	Iteration 22Q: 3 clusters Score -3918163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3918161.750000 Penalty: 4886.505371
	Iteration 23Q: 3 clusters Score -3918162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3918150.750000 Penalty: 4886.505371
	Iteration 24Q: 3 clusters Score -3918151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3918143.500000 Penalty: 4886.505371
	Iteration 25Q: 3 clusters Score -3918144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3918152.250000 Penalty: 4886.505371
	Iteration 26Q: 3 clusters Score -3918152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3918155.000000 Penalty: 4886.505371
	Iteration 27Q: 3 clusters Score -3918155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -3918139.500000 Penalty: 4886.505371
	Iteration 28Q: 3 clusters Score -3918140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3918150.250000 Penalty: 4886.505371
	Iteration 29Q: 3 clusters Score -3918150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3918169.250000 Penalty: 4886.505371
	Iteration 30Q: 3 clusters Score -3918169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3918142.500000 Penalty: 4886.505371
	Iteration 31Q: 3 clusters Score -3918142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3918138.750000 Penalty: 4886.505371
	Iteration 32Q: 3 clusters Score -3918139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3918131.500000 Penalty: 4886.505371
	Iteration 33Q: 3 clusters Score -3918132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -3918130.500000 Penalty: 4886.505371
	Iteration 34Q: 3 clusters Score -3918130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3918167.500000 Penalty: 4886.505371
	Iteration 35Q: 3 clusters Score -3918168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3918145.000000 Penalty: 4886.505371
	Iteration 36Q: 3 clusters Score -3918145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -3918201.000000 Penalty: 4886.505371
	Iteration 37Q: 3 clusters Score -3918201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3918180.750000 Penalty: 4886.505371
	Iteration 38Q: 3 clusters Score -3918181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3918180.750000 Penalty: 4886.505371
	Iteration 39F: 3 clusters Score -3918181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Entering Unmasked Estep 
Score: -3832208.000000 Penalty: 2437.506836
	Iteration 0F: 2 clusters Score -3832208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3820457.500000 Penalty: 4875.013672
	Iteration 0F: 3 clusters Score -3820458 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3824626.250000 Penalty: 4875.013672
	Iteration 1F: 3 clusters Score -3824626 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3824942.750000 Penalty: 4875.013672
	Iteration 2F: 3 clusters Score -3824943 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3825145.500000 Penalty: 4875.013672
	Iteration 3Q: 3 clusters Score -3825146 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -3825320.500000 Penalty: 4875.013672
	Iteration 4Q: 3 clusters Score -3825320 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3825455.250000 Penalty: 4875.013672
	Iteration 5Q: 3 clusters Score -3825455 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3825581.750000 Penalty: 4875.013672
	Iteration 6Q: 3 clusters Score -3825582 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -3825682.500000 Penalty: 4875.013672
	Iteration 7Q: 3 clusters Score -3825682 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3825774.500000 Penalty: 4875.013672
	Iteration 8Q: 3 clusters Score -3825774 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -3825826.250000 Penalty: 4875.013672
	Iteration 9Q: 3 clusters Score -3825826 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3825889.750000 Penalty: 4875.013672
	Iteration 10Q: 3 clusters Score -3825890 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3825947.250000 Penalty: 4875.013672
	Iteration 11Q: 3 clusters Score -3825947 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -3826002.250000 Penalty: 4875.013672
	Iteration 12Q: 3 clusters Score -3826002 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3826043.250000 Penalty: 4875.013672
	Iteration 13Q: 3 clusters Score -3826043 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3826083.000000 Penalty: 4875.013672
	Iteration 14Q: 3 clusters Score -3826083 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3826130.000000 Penalty: 4875.013672
	Iteration 15Q: 3 clusters Score -3826130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3826173.500000 Penalty: 4875.013672
	Iteration 16Q: 3 clusters Score -3826174 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3826208.500000 Penalty: 4875.013672
	Iteration 17Q: 3 clusters Score -3826208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3826263.000000 Penalty: 4875.013672
	Iteration 18Q: 3 clusters Score -3826263 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3826319.500000 Penalty: 4875.013672
	Iteration 19Q: 3 clusters Score -3826320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3826387.750000 Penalty: 4875.013672
	Iteration 20F: 3 clusters Score -3826388 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3826470.000000 Penalty: 4875.013672
	Iteration 21Q: 3 clusters Score -3826470 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3826522.000000 Penalty: 4875.013672
	Iteration 22Q: 3 clusters Score -3826522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3826603.000000 Penalty: 4875.013672
	Iteration 23Q: 3 clusters Score -3826603 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3826656.500000 Penalty: 4875.013672
	Iteration 24Q: 3 clusters Score -3826656 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3826725.500000 Penalty: 4875.013672
	Iteration 25Q: 3 clusters Score -3826726 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3826798.750000 Penalty: 4875.013672
	Iteration 26Q: 3 clusters Score -3826799 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3826868.000000 Penalty: 4875.013672
	Iteration 27Q: 3 clusters Score -3826868 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3826967.500000 Penalty: 4875.013672
	Iteration 28Q: 3 clusters Score -3826968 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3827060.750000 Penalty: 4875.013672
	Iteration 29Q: 3 clusters Score -3827061 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3827201.250000 Penalty: 4875.013672
	Iteration 30Q: 3 clusters Score -3827201 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3827323.000000 Penalty: 4875.013672
	Iteration 31Q: 3 clusters Score -3827323 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3827458.750000 Penalty: 4875.013672
	Iteration 32Q: 3 clusters Score -3827459 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3827550.250000 Penalty: 4875.013672
	Iteration 33Q: 3 clusters Score -3827550 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3827654.000000 Penalty: 4875.013672
	Iteration 34Q: 3 clusters Score -3827654 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3827742.000000 Penalty: 4875.013672
	Iteration 35Q: 3 clusters Score -3827742 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -3827805.000000 Penalty: 4875.013672
	Iteration 36Q: 3 clusters Score -3827805 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3827816.750000 Penalty: 4875.013672
	Iteration 37Q: 3 clusters Score -3827817 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3827852.250000 Penalty: 4875.013672
	Iteration 38Q: 3 clusters Score -3827852 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3827896.250000 Penalty: 4875.013672
	Iteration 39Q: 3 clusters Score -3827896 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3827925.250000 Penalty: 4875.013672
	Iteration 40F: 3 clusters Score -3827925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3827896.000000 Penalty: 4875.013672
	Iteration 41Q: 3 clusters Score -3827896 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -3827889.750000 Penalty: 4875.013672
	Iteration 42Q: 3 clusters Score -3827890 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3828006.000000 Penalty: 4875.013672
	Iteration 43Q: 3 clusters Score -3828006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3828083.250000 Penalty: 4875.013672
	Iteration 44Q: 3 clusters Score -3828083 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3828156.750000 Penalty: 4875.013672
	Iteration 45Q: 3 clusters Score -3828157 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3828229.250000 Penalty: 4875.013672
	Iteration 46Q: 3 clusters Score -3828229 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3828419.500000 Penalty: 4875.013672
	Iteration 47Q: 3 clusters Score -3828420 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3828534.750000 Penalty: 4875.013672
	Iteration 48Q: 3 clusters Score -3828535 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3828720.000000 Penalty: 4875.013672
	Iteration 49Q: 3 clusters Score -3828720 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3828900.000000 Penalty: 4875.013672
	Iteration 50Q: 3 clusters Score -3828900 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3828985.000000 Penalty: 4875.013672
	Iteration 51Q: 3 clusters Score -3828985 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3829120.500000 Penalty: 4875.013672
	Iteration 52Q: 3 clusters Score -3829120 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3829137.250000 Penalty: 4875.013672
	Iteration 53Q: 3 clusters Score -3829137 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3829225.000000 Penalty: 4875.013672
	Iteration 54Q: 3 clusters Score -3829225 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3829216.500000 Penalty: 4875.013672
	Iteration 55Q: 3 clusters Score -3829216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3829184.000000 Penalty: 4875.013672
	Iteration 56Q: 3 clusters Score -3829184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3829182.000000 Penalty: 4875.013672
	Iteration 57Q: 3 clusters Score -3829182 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3829103.500000 Penalty: 4875.013672
	Iteration 58Q: 3 clusters Score -3829104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3829010.500000 Penalty: 4875.013672
	Iteration 59Q: 3 clusters Score -3829010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3829120.250000 Penalty: 4875.013672
	Iteration 60F: 3 clusters Score -3829120 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3829226.750000 Penalty: 4875.013672
	Iteration 61Q: 3 clusters Score -3829227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3829243.500000 Penalty: 4875.013672
	Iteration 62Q: 3 clusters Score -3829244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3829317.250000 Penalty: 4875.013672
	Iteration 63Q: 3 clusters Score -3829317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3829351.500000 Penalty: 4875.013672
	Iteration 64Q: 3 clusters Score -3829352 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -3829388.000000 Penalty: 4875.013672
	Iteration 65Q: 3 clusters Score -3829388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3829402.750000 Penalty: 4875.013672
	Iteration 66Q: 3 clusters Score -3829403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3829414.000000 Penalty: 4875.013672
	Iteration 67Q: 3 clusters Score -3829414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3829358.500000 Penalty: 4875.013672
	Iteration 68Q: 3 clusters Score -3829358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3829380.000000 Penalty: 4875.013672
	Iteration 69Q: 3 clusters Score -3829380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3829402.500000 Penalty: 4875.013672
	Iteration 70Q: 3 clusters Score -3829402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -3829431.500000 Penalty: 4875.013672
	Iteration 71Q: 3 clusters Score -3829432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3829418.750000 Penalty: 4875.013672
	Iteration 72Q: 3 clusters Score -3829419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3829383.750000 Penalty: 4875.013672
	Iteration 73Q: 3 clusters Score -3829384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3829400.250000 Penalty: 4875.013672
	Iteration 74Q: 3 clusters Score -3829400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3829431.000000 Penalty: 4875.013672
	Iteration 75Q: 3 clusters Score -3829431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3829429.250000 Penalty: 4875.013672
	Iteration 76Q: 3 clusters Score -3829429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3829410.250000 Penalty: 4875.013672
	Iteration 77Q: 3 clusters Score -3829410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3829421.250000 Penalty: 4875.013672
	Iteration 78Q: 3 clusters Score -3829421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3829403.750000 Penalty: 4875.013672
	Iteration 79Q: 3 clusters Score -3829404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3829425.500000 Penalty: 4875.013672
	Iteration 80F: 3 clusters Score -3829426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3829416.500000 Penalty: 4875.013672
	Iteration 81Q: 3 clusters Score -3829416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3829423.000000 Penalty: 4875.013672
	Iteration 82Q: 3 clusters Score -3829423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3829423.000000 Penalty: 4875.013672
	Iteration 83F: 3 clusters Score -3829423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -4418141.000000 Penalty: 2474.357910
	Iteration 0F: 2 clusters Score -4418141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -4404978.000000 Penalty: 4948.715820
	Iteration 0F: 3 clusters Score -4404978 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4409863.000000 Penalty: 4948.715820
	Iteration 1F: 3 clusters Score -4409863 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4410239.500000 Penalty: 4948.715820
	Iteration 2F: 3 clusters Score -4410240 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4410494.000000 Penalty: 4948.715820
	Iteration 3Q: 3 clusters Score -4410494 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4410760.500000 Penalty: 4948.715820
	Iteration 4Q: 3 clusters Score -4410760 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4410991.500000 Penalty: 4948.715820
	Iteration 5Q: 3 clusters Score -4410992 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4411263.000000 Penalty: 4948.715820
	Iteration 6Q: 3 clusters Score -4411263 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -4411556.500000 Penalty: 4948.715820
	Iteration 7Q: 3 clusters Score -4411556 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4411923.000000 Penalty: 4948.715820
	Iteration 8Q: 3 clusters Score -4411923 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -4412395.000000 Penalty: 4948.715820
	Iteration 9Q: 3 clusters Score -4412395 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4412875.000000 Penalty: 4948.715820
	Iteration 10Q: 3 clusters Score -4412875 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4413404.500000 Penalty: 4948.715820
	Iteration 11Q: 3 clusters Score -4413404 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4413847.000000 Penalty: 4948.715820
	Iteration 12Q: 3 clusters Score -4413847 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4414252.000000 Penalty: 4948.715820
	Iteration 13Q: 3 clusters Score -4414252 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4414611.500000 Penalty: 4948.715820
	Iteration 14Q: 3 clusters Score -4414612 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4414877.500000 Penalty: 4948.715820
	Iteration 15Q: 3 clusters Score -4414878 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4415083.000000 Penalty: 4948.715820
	Iteration 16Q: 3 clusters Score -4415083 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4415228.000000 Penalty: 4948.715820
	Iteration 17Q: 3 clusters Score -4415228 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4415336.000000 Penalty: 4948.715820
	Iteration 18Q: 3 clusters Score -4415336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4415429.500000 Penalty: 4948.715820
	Iteration 19Q: 3 clusters Score -4415430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4415465.000000 Penalty: 4948.715820
	Iteration 20F: 3 clusters Score -4415465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4415503.500000 Penalty: 4948.715820
	Iteration 21Q: 3 clusters Score -4415504 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -4415537.000000 Penalty: 4948.715820
	Iteration 22Q: 3 clusters Score -4415537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4415561.000000 Penalty: 4948.715820
	Iteration 23Q: 3 clusters Score -4415561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4415584.500000 Penalty: 4948.715820
	Iteration 24Q: 3 clusters Score -4415584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4415627.500000 Penalty: 4948.715820
	Iteration 25Q: 3 clusters Score -4415628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -4415658.500000 Penalty: 4948.715820
	Iteration 26Q: 3 clusters Score -4415658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4415686.000000 Penalty: 4948.715820
	Iteration 27Q: 3 clusters Score -4415686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4415711.500000 Penalty: 4948.715820
	Iteration 28Q: 3 clusters Score -4415712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4415724.000000 Penalty: 4948.715820
	Iteration 29Q: 3 clusters Score -4415724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -4415744.500000 Penalty: 4948.715820
	Iteration 30Q: 3 clusters Score -4415744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4415766.500000 Penalty: 4948.715820
	Iteration 31Q: 3 clusters Score -4415766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4415775.500000 Penalty: 4948.715820
	Iteration 32Q: 3 clusters Score -4415776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4415789.500000 Penalty: 4948.715820
	Iteration 33Q: 3 clusters Score -4415790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4415791.000000 Penalty: 4948.715820
	Iteration 34Q: 3 clusters Score -4415791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4415798.500000 Penalty: 4948.715820
	Iteration 35Q: 3 clusters Score -4415798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4415805.500000 Penalty: 4948.715820
	Iteration 36Q: 3 clusters Score -4415806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4415814.000000 Penalty: 4948.715820
	Iteration 37Q: 3 clusters Score -4415814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4415813.500000 Penalty: 4948.715820
	Iteration 38Q: 3 clusters Score -4415814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4415817.500000 Penalty: 4948.715820
	Iteration 39Q: 3 clusters Score -4415818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4415824.500000 Penalty: 4948.715820
	Iteration 40F: 3 clusters Score -4415824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4415832.000000 Penalty: 4948.715820
	Iteration 41Q: 3 clusters Score -4415832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -4415838.000000 Penalty: 4948.715820
	Iteration 42Q: 3 clusters Score -4415838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4415838.500000 Penalty: 4948.715820
	Iteration 43Q: 3 clusters Score -4415838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4415836.500000 Penalty: 4948.715820
	Iteration 44Q: 3 clusters Score -4415836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4415838.000000 Penalty: 4948.715820
	Iteration 45Q: 3 clusters Score -4415838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4415836.000000 Penalty: 4948.715820
	Iteration 46Q: 3 clusters Score -4415836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -4415836.000000 Penalty: 4948.715820
	Iteration 47F: 3 clusters Score -4415836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Entering Unmasked Estep 
Score: -3692734.000000 Penalty: 2430.031982
	Iteration 0F: 2 clusters Score -3692734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3681003.250000 Penalty: 4860.063965
	Iteration 0F: 3 clusters Score -3681003 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3685133.750000 Penalty: 4860.063965
	Iteration 1F: 3 clusters Score -3685134 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -3685475.750000 Penalty: 4860.063965
	Iteration 2F: 3 clusters Score -3685476 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3685722.250000 Penalty: 4860.063965
	Iteration 3Q: 3 clusters Score -3685722 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3685914.500000 Penalty: 4860.063965
	Iteration 4Q: 3 clusters Score -3685914 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3686080.000000 Penalty: 4860.063965
	Iteration 5Q: 3 clusters Score -3686080 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3686247.500000 Penalty: 4860.063965
	Iteration 6Q: 3 clusters Score -3686248 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -3686385.500000 Penalty: 4860.063965
	Iteration 7Q: 3 clusters Score -3686386 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3686517.500000 Penalty: 4860.063965
	Iteration 8Q: 3 clusters Score -3686518 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3686709.250000 Penalty: 4860.063965
	Iteration 9Q: 3 clusters Score -3686709 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3686899.250000 Penalty: 4860.063965
	Iteration 10Q: 3 clusters Score -3686899 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3687121.250000 Penalty: 4860.063965
	Iteration 11Q: 3 clusters Score -3687121 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3687395.250000 Penalty: 4860.063965
	Iteration 12Q: 3 clusters Score -3687395 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3687742.250000 Penalty: 4860.063965
	Iteration 13Q: 3 clusters Score -3687742 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3688144.250000 Penalty: 4860.063965
	Iteration 14Q: 3 clusters Score -3688144 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3688682.250000 Penalty: 4860.063965
	Iteration 15Q: 3 clusters Score -3688682 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3689151.000000 Penalty: 4860.063965
	Iteration 16Q: 3 clusters Score -3689151 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3689578.750000 Penalty: 4860.063965
	Iteration 17Q: 3 clusters Score -3689579 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3689883.000000 Penalty: 4860.063965
	Iteration 18Q: 3 clusters Score -3689883 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3690096.250000 Penalty: 4860.063965
	Iteration 19Q: 3 clusters Score -3690096 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3690224.000000 Penalty: 4860.063965
	Iteration 20F: 3 clusters Score -3690224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3690299.000000 Penalty: 4860.063965
	Iteration 21Q: 3 clusters Score -3690299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3690371.250000 Penalty: 4860.063965
	Iteration 22Q: 3 clusters Score -3690371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3690414.500000 Penalty: 4860.063965
	Iteration 23Q: 3 clusters Score -3690414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3690461.500000 Penalty: 4860.063965
	Iteration 24Q: 3 clusters Score -3690462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3690491.000000 Penalty: 4860.063965
	Iteration 25Q: 3 clusters Score -3690491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3690501.750000 Penalty: 4860.063965
	Iteration 26Q: 3 clusters Score -3690502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3690513.750000 Penalty: 4860.063965
	Iteration 27Q: 3 clusters Score -3690514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3690528.000000 Penalty: 4860.063965
	Iteration 28Q: 3 clusters Score -3690528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3690546.000000 Penalty: 4860.063965
	Iteration 29Q: 3 clusters Score -3690546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3690551.250000 Penalty: 4860.063965
	Iteration 30Q: 3 clusters Score -3690551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3690570.500000 Penalty: 4860.063965
	Iteration 31Q: 3 clusters Score -3690570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3690574.000000 Penalty: 4860.063965
	Iteration 32Q: 3 clusters Score -3690574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3690585.000000 Penalty: 4860.063965
	Iteration 33Q: 3 clusters Score -3690585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3690586.750000 Penalty: 4860.063965
	Iteration 34Q: 3 clusters Score -3690587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3690586.250000 Penalty: 4860.063965
	Iteration 35Q: 3 clusters Score -3690586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3690589.500000 Penalty: 4860.063965
	Iteration 36Q: 3 clusters Score -3690590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3690589.000000 Penalty: 4860.063965
	Iteration 37Q: 3 clusters Score -3690589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3690590.000000 Penalty: 4860.063965
	Iteration 38Q: 3 clusters Score -3690590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3690587.500000 Penalty: 4860.063965
	Iteration 39Q: 3 clusters Score -3690588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3690587.500000 Penalty: 4860.063965
	Iteration 40F: 3 clusters Score -3690588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (20245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Entering Unmasked Estep 
Score: -4181317.000000 Penalty: 2459.084473
	Iteration 0F: 2 clusters Score -4181317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4169059.750000 Penalty: 4918.168945
	Iteration 0F: 3 clusters Score -4169060 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4173746.750000 Penalty: 4918.168945
	Iteration 1F: 3 clusters Score -4173747 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4174123.500000 Penalty: 4918.168945
	Iteration 2F: 3 clusters Score -4174124 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4174415.750000 Penalty: 4918.168945
	Iteration 3Q: 3 clusters Score -4174416 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -4174651.250000 Penalty: 4918.168945
	Iteration 4Q: 3 clusters Score -4174651 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -4174808.500000 Penalty: 4918.168945
	Iteration 5Q: 3 clusters Score -4174808 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -4174956.250000 Penalty: 4918.168945
	Iteration 6Q: 3 clusters Score -4174956 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4175093.000000 Penalty: 4918.168945
	Iteration 7Q: 3 clusters Score -4175093 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -4175188.500000 Penalty: 4918.168945
	Iteration 8Q: 3 clusters Score -4175188 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4175279.250000 Penalty: 4918.168945
	Iteration 9Q: 3 clusters Score -4175279 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4175422.000000 Penalty: 4918.168945
	Iteration 10Q: 3 clusters Score -4175422 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4175726.250000 Penalty: 4918.168945
	Iteration 11Q: 3 clusters Score -4175726 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4176335.250000 Penalty: 4918.168945
	Iteration 12Q: 3 clusters Score -4176335 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4176937.250000 Penalty: 4918.168945
	Iteration 13Q: 3 clusters Score -4176937 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4177431.000000 Penalty: 4918.168945
	Iteration 14Q: 3 clusters Score -4177431 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4177856.000000 Penalty: 4918.168945
	Iteration 15Q: 3 clusters Score -4177856 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4178207.250000 Penalty: 4918.168945
	Iteration 16Q: 3 clusters Score -4178207 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4178487.000000 Penalty: 4918.168945
	Iteration 17Q: 3 clusters Score -4178487 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4178661.250000 Penalty: 4918.168945
	Iteration 18Q: 3 clusters Score -4178661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4178768.750000 Penalty: 4918.168945
	Iteration 19Q: 3 clusters Score -4178769 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4178855.750000 Penalty: 4918.168945
	Iteration 20F: 3 clusters Score -4178856 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4178921.750000 Penalty: 4918.168945
	Iteration 21Q: 3 clusters Score -4178922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4178959.000000 Penalty: 4918.168945
	Iteration 22Q: 3 clusters Score -4178959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4178989.750000 Penalty: 4918.168945
	Iteration 23Q: 3 clusters Score -4178990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4179015.500000 Penalty: 4918.168945
	Iteration 24Q: 3 clusters Score -4179016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4179037.000000 Penalty: 4918.168945
	Iteration 25Q: 3 clusters Score -4179037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4179056.000000 Penalty: 4918.168945
	Iteration 26Q: 3 clusters Score -4179056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4179065.000000 Penalty: 4918.168945
	Iteration 27Q: 3 clusters Score -4179065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4179088.750000 Penalty: 4918.168945
	Iteration 28Q: 3 clusters Score -4179089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4179096.250000 Penalty: 4918.168945
	Iteration 29Q: 3 clusters Score -4179096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4179110.500000 Penalty: 4918.168945
	Iteration 30Q: 3 clusters Score -4179110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4179120.500000 Penalty: 4918.168945
	Iteration 31Q: 3 clusters Score -4179120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4179123.750000 Penalty: 4918.168945
	Iteration 32Q: 3 clusters Score -4179124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4179118.000000 Penalty: 4918.168945
	Iteration 33Q: 3 clusters Score -4179118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4179123.500000 Penalty: 4918.168945
	Iteration 34Q: 3 clusters Score -4179124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4179129.250000 Penalty: 4918.168945
	Iteration 35Q: 3 clusters Score -4179129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4179129.250000 Penalty: 4918.168945
	Iteration 36Q: 3 clusters Score -4179129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4179133.750000 Penalty: 4918.168945
	Iteration 37Q: 3 clusters Score -4179134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4179133.750000 Penalty: 4918.168945
	Iteration 38F: 3 clusters Score -4179134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29089 members 
Mstep: Class 5 contains 26204 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25569 members 
Mstep: Class 9 contains 15033 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24260 members 
Mstep: Class 12 contains 17799 members 
Mstep: Class 13 contains 21622 members 
Mstep: Class 14 contains 25600 members 
Mstep: Class 15 contains 19305 members 
Mstep: Class 16 contains 10432 members 
Mstep: Class 17 contains 11278 members 
Mstep: Class 18 contains 26336 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26149 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 38797 members 
Mstep: Class 23 contains 26969 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 45374 members 
Mstep: Class 26 contains 13919 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21417 members 
Mstep: Class 29 contains 22333 members 
Mstep: Class 30 contains 21573 members 
Mstep: Class 31 contains 29217 members 
Mstep: Class 32 contains 17101 members 
Mstep: Class 33 contains 22609 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29708 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 27518 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20226 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20028 members 
Mstep: Class 43 contains 24796 members 
Mstep: Class 44 contains 20731 members 
Mstep: Class 45 contains 3944 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20581 members 
Mstep: Class 48 contains 19395 members 
Mstep: Class 49 contains 16647 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18993 members 
Mstep: Class 52 contains 18558 members 
Mstep: Class 53 contains 21531 members 
Mstep: Class 54 contains 18007 members 
Mstep: Class 55 contains 20245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464768.000000 Penalty: 187370.656250
Iteration 199Q: 56 clusters Score -1.774648e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29062 members 
Mstep: Class 5 contains 26252 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25617 members 
Mstep: Class 9 contains 15051 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24217 members 
Mstep: Class 12 contains 17823 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 25563 members 
Mstep: Class 15 contains 19303 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 26243 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26084 members 
Mstep: Class 21 contains 33127 members 
Mstep: Class 22 contains 38720 members 
Mstep: Class 23 contains 26914 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45387 members 
Mstep: Class 26 contains 13875 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21372 members 
Mstep: Class 29 contains 22369 members 
Mstep: Class 30 contains 21532 members 
Mstep: Class 31 contains 29220 members 
Mstep: Class 32 contains 17331 members 
Mstep: Class 33 contains 22619 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29755 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 27510 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20264 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20027 members 
Mstep: Class 43 contains 24952 members 
Mstep: Class 44 contains 20734 members 
Mstep: Class 45 contains 3945 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20604 members 
Mstep: Class 48 contains 19383 members 
Mstep: Class 49 contains 16738 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18980 members 
Mstep: Class 52 contains 18561 members 
Mstep: Class 53 contains 21471 members 
Mstep: Class 54 contains 18022 members 
Mstep: Class 55 contains 20230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465360.000000 Penalty: 187370.656250
Iteration 200F: 56 clusters Score -1.774654e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25338 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29056 members 
Mstep: Class 5 contains 26302 members 
Mstep: Class 6 contains 8466 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25619 members 
Mstep: Class 9 contains 15064 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24210 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 13 contains 21619 members 
Mstep: Class 14 contains 25538 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 26153 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26029 members 
Mstep: Class 21 contains 33015 members 
Mstep: Class 22 contains 38648 members 
Mstep: Class 23 contains 26860 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45403 members 
Mstep: Class 26 contains 13850 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21306 members 
Mstep: Class 29 contains 22403 members 
Mstep: Class 30 contains 21492 members 
Mstep: Class 31 contains 29242 members 
Mstep: Class 32 contains 17581 members 
Mstep: Class 33 contains 22656 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29804 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7961 members 
Mstep: Class 38 contains 27499 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20301 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20043 members 
Mstep: Class 43 contains 25131 members 
Mstep: Class 44 contains 20718 members 
Mstep: Class 45 contains 3948 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20600 members 
Mstep: Class 48 contains 19378 members 
Mstep: Class 49 contains 16812 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18979 members 
Mstep: Class 52 contains 18557 members 
Mstep: Class 53 contains 21416 members 
Mstep: Class 54 contains 18040 members 
Mstep: Class 55 contains 20203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465424.000000 Penalty: 187370.656250
Iteration 201Q: 56 clusters Score -1.774654e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25282 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29047 members 
Mstep: Class 5 contains 26351 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25624 members 
Mstep: Class 9 contains 15082 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24182 members 
Mstep: Class 12 contains 17857 members 
Mstep: Class 13 contains 21589 members 
Mstep: Class 14 contains 25483 members 
Mstep: Class 15 contains 19264 members 
Mstep: Class 16 contains 10266 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 26046 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25981 members 
Mstep: Class 21 contains 32883 members 
Mstep: Class 22 contains 38586 members 
Mstep: Class 23 contains 26825 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45406 members 
Mstep: Class 26 contains 13816 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21233 members 
Mstep: Class 29 contains 22422 members 
Mstep: Class 30 contains 21469 members 
Mstep: Class 31 contains 29253 members 
Mstep: Class 32 contains 17825 members 
Mstep: Class 33 contains 22700 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29858 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7962 members 
Mstep: Class 38 contains 27498 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20360 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20053 members 
Mstep: Class 43 contains 25289 members 
Mstep: Class 44 contains 20700 members 
Mstep: Class 45 contains 3949 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20607 members 
Mstep: Class 48 contains 19380 members 
Mstep: Class 49 contains 16904 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18991 members 
Mstep: Class 52 contains 18555 members 
Mstep: Class 53 contains 21391 members 
Mstep: Class 54 contains 18063 members 
Mstep: Class 55 contains 20176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464912.000000 Penalty: 187370.656250
Iteration 202Q: 56 clusters Score -1.774649e+08 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25227 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29033 members 
Mstep: Class 5 contains 26389 members 
Mstep: Class 6 contains 8476 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25624 members 
Mstep: Class 9 contains 15098 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24189 members 
Mstep: Class 12 contains 17887 members 
Mstep: Class 13 contains 21532 members 
Mstep: Class 14 contains 25425 members 
Mstep: Class 15 contains 19254 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 25937 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25920 members 
Mstep: Class 21 contains 32756 members 
Mstep: Class 22 contains 38534 members 
Mstep: Class 23 contains 26791 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45416 members 
Mstep: Class 26 contains 13774 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21140 members 
Mstep: Class 29 contains 22462 members 
Mstep: Class 30 contains 21417 members 
Mstep: Class 31 contains 29273 members 
Mstep: Class 32 contains 18055 members 
Mstep: Class 33 contains 22780 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29908 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7971 members 
Mstep: Class 38 contains 27481 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20418 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20066 members 
Mstep: Class 43 contains 25437 members 
Mstep: Class 44 contains 20680 members 
Mstep: Class 45 contains 3948 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20618 members 
Mstep: Class 48 contains 19397 members 
Mstep: Class 49 contains 17009 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18995 members 
Mstep: Class 52 contains 18540 members 
Mstep: Class 53 contains 21341 members 
Mstep: Class 54 contains 18093 members 
Mstep: Class 55 contains 20148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464736.000000 Penalty: 187370.656250
Iteration 203Q: 56 clusters Score -1.774647e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25132 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29022 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 8484 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25593 members 
Mstep: Class 9 contains 15120 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24181 members 
Mstep: Class 12 contains 17920 members 
Mstep: Class 13 contains 21494 members 
Mstep: Class 14 contains 25393 members 
Mstep: Class 15 contains 19254 members 
Mstep: Class 16 contains 10179 members 
Mstep: Class 17 contains 11342 members 
Mstep: Class 18 contains 25883 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25873 members 
Mstep: Class 21 contains 32647 members 
Mstep: Class 22 contains 38431 members 
Mstep: Class 23 contains 26775 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45439 members 
Mstep: Class 26 contains 13734 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 21042 members 
Mstep: Class 29 contains 22484 members 
Mstep: Class 30 contains 21369 members 
Mstep: Class 31 contains 29286 members 
Mstep: Class 32 contains 18284 members 
Mstep: Class 33 contains 22894 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29941 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7976 members 
Mstep: Class 38 contains 27460 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20469 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20076 members 
Mstep: Class 43 contains 25594 members 
Mstep: Class 44 contains 20647 members 
Mstep: Class 45 contains 3945 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20623 members 
Mstep: Class 48 contains 19391 members 
Mstep: Class 49 contains 17098 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18994 members 
Mstep: Class 52 contains 18532 members 
Mstep: Class 53 contains 21307 members 
Mstep: Class 54 contains 18122 members 
Mstep: Class 55 contains 20132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464464.000000 Penalty: 187370.656250
Iteration 204Q: 56 clusters Score -1.774645e+08 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25057 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29011 members 
Mstep: Class 5 contains 26465 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25621 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24144 members 
Mstep: Class 12 contains 17946 members 
Mstep: Class 13 contains 21477 members 
Mstep: Class 14 contains 25362 members 
Mstep: Class 15 contains 19253 members 
Mstep: Class 16 contains 10129 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 25857 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25802 members 
Mstep: Class 21 contains 32557 members 
Mstep: Class 22 contains 38318 members 
Mstep: Class 23 contains 26742 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45410 members 
Mstep: Class 26 contains 13705 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20942 members 
Mstep: Class 29 contains 22514 members 
Mstep: Class 30 contains 21332 members 
Mstep: Class 31 contains 29312 members 
Mstep: Class 32 contains 18501 members 
Mstep: Class 33 contains 23008 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29970 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 27445 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20518 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20073 members 
Mstep: Class 43 contains 25738 members 
Mstep: Class 44 contains 20624 members 
Mstep: Class 45 contains 3944 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20619 members 
Mstep: Class 48 contains 19377 members 
Mstep: Class 49 contains 17212 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18994 members 
Mstep: Class 52 contains 18531 members 
Mstep: Class 53 contains 21244 members 
Mstep: Class 54 contains 18139 members 
Mstep: Class 55 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464912.000000 Penalty: 187370.656250
Iteration 205Q: 56 clusters Score -1.774649e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25001 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28992 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 8497 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25634 members 
Mstep: Class 9 contains 15168 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24158 members 
Mstep: Class 12 contains 17974 members 
Mstep: Class 13 contains 21400 members 
Mstep: Class 14 contains 25324 members 
Mstep: Class 15 contains 19258 members 
Mstep: Class 16 contains 10078 members 
Mstep: Class 17 contains 11374 members 
Mstep: Class 18 contains 25830 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25734 members 
Mstep: Class 21 contains 32465 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 26696 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45379 members 
Mstep: Class 26 contains 13683 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20852 members 
Mstep: Class 29 contains 22539 members 
Mstep: Class 30 contains 21322 members 
Mstep: Class 31 contains 29340 members 
Mstep: Class 32 contains 18696 members 
Mstep: Class 33 contains 23162 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29988 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 7988 members 
Mstep: Class 38 contains 27441 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20561 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20072 members 
Mstep: Class 43 contains 25901 members 
Mstep: Class 44 contains 20596 members 
Mstep: Class 45 contains 3943 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20612 members 
Mstep: Class 48 contains 19371 members 
Mstep: Class 49 contains 17298 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18985 members 
Mstep: Class 52 contains 18536 members 
Mstep: Class 53 contains 21164 members 
Mstep: Class 54 contains 18146 members 
Mstep: Class 55 contains 20107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465168.000000 Penalty: 187370.656250
Iteration 206Q: 56 clusters Score -1.774652e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24925 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29001 members 
Mstep: Class 5 contains 26546 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25642 members 
Mstep: Class 9 contains 15191 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24134 members 
Mstep: Class 12 contains 18009 members 
Mstep: Class 13 contains 21357 members 
Mstep: Class 14 contains 25275 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 11394 members 
Mstep: Class 18 contains 25790 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25656 members 
Mstep: Class 21 contains 32371 members 
Mstep: Class 22 contains 38140 members 
Mstep: Class 23 contains 26630 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 45334 members 
Mstep: Class 26 contains 13665 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20794 members 
Mstep: Class 29 contains 22565 members 
Mstep: Class 30 contains 21293 members 
Mstep: Class 31 contains 29350 members 
Mstep: Class 32 contains 18908 members 
Mstep: Class 33 contains 23341 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30030 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 27450 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20620 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20070 members 
Mstep: Class 43 contains 26014 members 
Mstep: Class 44 contains 20575 members 
Mstep: Class 45 contains 3938 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20601 members 
Mstep: Class 48 contains 19357 members 
Mstep: Class 49 contains 17363 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18974 members 
Mstep: Class 52 contains 18540 members 
Mstep: Class 53 contains 21119 members 
Mstep: Class 54 contains 18153 members 
Mstep: Class 55 contains 20100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177464912.000000 Penalty: 187370.656250
Iteration 207Q: 56 clusters Score -1.774649e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24824 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 29000 members 
Mstep: Class 5 contains 26597 members 
Mstep: Class 6 contains 8505 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 15217 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24094 members 
Mstep: Class 12 contains 18023 members 
Mstep: Class 13 contains 21322 members 
Mstep: Class 14 contains 25227 members 
Mstep: Class 15 contains 19251 members 
Mstep: Class 16 contains 9981 members 
Mstep: Class 17 contains 11412 members 
Mstep: Class 18 contains 25744 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25579 members 
Mstep: Class 21 contains 32298 members 
Mstep: Class 22 contains 38030 members 
Mstep: Class 23 contains 26595 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 45280 members 
Mstep: Class 26 contains 13625 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20746 members 
Mstep: Class 29 contains 22572 members 
Mstep: Class 30 contains 21272 members 
Mstep: Class 31 contains 29373 members 
Mstep: Class 32 contains 19124 members 
Mstep: Class 33 contains 23534 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30058 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 27454 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20676 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20077 members 
Mstep: Class 43 contains 26099 members 
Mstep: Class 44 contains 20556 members 
Mstep: Class 45 contains 3934 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20609 members 
Mstep: Class 48 contains 19338 members 
Mstep: Class 49 contains 17443 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18967 members 
Mstep: Class 52 contains 18546 members 
Mstep: Class 53 contains 21101 members 
Mstep: Class 54 contains 18157 members 
Mstep: Class 55 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465232.000000 Penalty: 187370.656250
Iteration 208Q: 56 clusters Score -1.774652e+08 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24726 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28997 members 
Mstep: Class 5 contains 26632 members 
Mstep: Class 6 contains 8515 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25638 members 
Mstep: Class 9 contains 15243 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24073 members 
Mstep: Class 12 contains 18051 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 25154 members 
Mstep: Class 15 contains 19254 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 25730 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25508 members 
Mstep: Class 21 contains 32244 members 
Mstep: Class 22 contains 37910 members 
Mstep: Class 23 contains 26539 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45255 members 
Mstep: Class 26 contains 13588 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20670 members 
Mstep: Class 29 contains 22582 members 
Mstep: Class 30 contains 21250 members 
Mstep: Class 31 contains 29394 members 
Mstep: Class 32 contains 19360 members 
Mstep: Class 33 contains 23782 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30077 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8002 members 
Mstep: Class 38 contains 27432 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20740 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20080 members 
Mstep: Class 43 contains 26155 members 
Mstep: Class 44 contains 20547 members 
Mstep: Class 45 contains 3933 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20622 members 
Mstep: Class 48 contains 19330 members 
Mstep: Class 49 contains 17512 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18957 members 
Mstep: Class 52 contains 18542 members 
Mstep: Class 53 contains 21087 members 
Mstep: Class 54 contains 18166 members 
Mstep: Class 55 contains 20084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465488.000000 Penalty: 187370.656250
Iteration 209Q: 56 clusters Score -1.774655e+08 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24646 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28987 members 
Mstep: Class 5 contains 26658 members 
Mstep: Class 6 contains 8517 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25623 members 
Mstep: Class 9 contains 15258 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 24022 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 21212 members 
Mstep: Class 14 contains 25091 members 
Mstep: Class 15 contains 19246 members 
Mstep: Class 16 contains 9859 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 25722 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25435 members 
Mstep: Class 21 contains 32178 members 
Mstep: Class 22 contains 37845 members 
Mstep: Class 23 contains 26479 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 45217 members 
Mstep: Class 26 contains 13571 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20580 members 
Mstep: Class 29 contains 22595 members 
Mstep: Class 30 contains 21239 members 
Mstep: Class 31 contains 29432 members 
Mstep: Class 32 contains 19597 members 
Mstep: Class 33 contains 24012 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30096 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8007 members 
Mstep: Class 38 contains 27443 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20788 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20088 members 
Mstep: Class 43 contains 26214 members 
Mstep: Class 44 contains 20530 members 
Mstep: Class 45 contains 3927 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20615 members 
Mstep: Class 48 contains 19316 members 
Mstep: Class 49 contains 17607 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18942 members 
Mstep: Class 52 contains 18554 members 
Mstep: Class 53 contains 21054 members 
Mstep: Class 54 contains 18174 members 
Mstep: Class 55 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465360.000000 Penalty: 187370.656250
Iteration 210Q: 56 clusters Score -1.774654e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24532 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28992 members 
Mstep: Class 5 contains 26692 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25605 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23962 members 
Mstep: Class 12 contains 18099 members 
Mstep: Class 13 contains 21153 members 
Mstep: Class 14 contains 25053 members 
Mstep: Class 15 contains 19233 members 
Mstep: Class 16 contains 9812 members 
Mstep: Class 17 contains 11478 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25371 members 
Mstep: Class 21 contains 32118 members 
Mstep: Class 22 contains 37772 members 
Mstep: Class 23 contains 26409 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 45211 members 
Mstep: Class 26 contains 13552 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20480 members 
Mstep: Class 29 contains 22590 members 
Mstep: Class 30 contains 21220 members 
Mstep: Class 31 contains 29448 members 
Mstep: Class 32 contains 19846 members 
Mstep: Class 33 contains 24255 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30095 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 27443 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20834 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20093 members 
Mstep: Class 43 contains 26267 members 
Mstep: Class 44 contains 20519 members 
Mstep: Class 45 contains 3929 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20614 members 
Mstep: Class 48 contains 19315 members 
Mstep: Class 49 contains 17711 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18923 members 
Mstep: Class 52 contains 18565 members 
Mstep: Class 53 contains 21056 members 
Mstep: Class 54 contains 18166 members 
Mstep: Class 55 contains 20072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465344.000000 Penalty: 187370.656250
Iteration 211Q: 56 clusters Score -1.774653e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24445 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28971 members 
Mstep: Class 5 contains 26711 members 
Mstep: Class 6 contains 8519 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25601 members 
Mstep: Class 9 contains 15274 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23915 members 
Mstep: Class 12 contains 18120 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 25033 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 9767 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25313 members 
Mstep: Class 21 contains 32063 members 
Mstep: Class 22 contains 37697 members 
Mstep: Class 23 contains 26353 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 45223 members 
Mstep: Class 26 contains 13509 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20399 members 
Mstep: Class 29 contains 22587 members 
Mstep: Class 30 contains 21220 members 
Mstep: Class 31 contains 29491 members 
Mstep: Class 32 contains 20058 members 
Mstep: Class 33 contains 24479 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30083 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 27444 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20900 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20109 members 
Mstep: Class 43 contains 26321 members 
Mstep: Class 44 contains 20509 members 
Mstep: Class 45 contains 3926 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20620 members 
Mstep: Class 48 contains 19266 members 
Mstep: Class 49 contains 17813 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18900 members 
Mstep: Class 52 contains 18566 members 
Mstep: Class 53 contains 21029 members 
Mstep: Class 54 contains 18153 members 
Mstep: Class 55 contains 20055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465856.000000 Penalty: 187370.656250
Iteration 212Q: 56 clusters Score -1.774659e+08 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28960 members 
Mstep: Class 5 contains 26725 members 
Mstep: Class 6 contains 8526 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25598 members 
Mstep: Class 9 contains 15293 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23892 members 
Mstep: Class 12 contains 18137 members 
Mstep: Class 13 contains 21096 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 15 contains 19207 members 
Mstep: Class 16 contains 9726 members 
Mstep: Class 17 contains 11522 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25244 members 
Mstep: Class 21 contains 32011 members 
Mstep: Class 22 contains 37607 members 
Mstep: Class 23 contains 26310 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 45204 members 
Mstep: Class 26 contains 13485 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20333 members 
Mstep: Class 29 contains 22601 members 
Mstep: Class 30 contains 21229 members 
Mstep: Class 31 contains 29491 members 
Mstep: Class 32 contains 20297 members 
Mstep: Class 33 contains 24722 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30072 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 27424 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20939 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20117 members 
Mstep: Class 43 contains 26351 members 
Mstep: Class 44 contains 20482 members 
Mstep: Class 45 contains 3924 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20611 members 
Mstep: Class 48 contains 19213 members 
Mstep: Class 49 contains 17905 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18896 members 
Mstep: Class 52 contains 18564 members 
Mstep: Class 53 contains 21039 members 
Mstep: Class 54 contains 18158 members 
Mstep: Class 55 contains 20028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465648.000000 Penalty: 187370.656250
Iteration 213Q: 56 clusters Score -1.774656e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28933 members 
Mstep: Class 5 contains 26739 members 
Mstep: Class 6 contains 8527 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25620 members 
Mstep: Class 9 contains 15313 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23826 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 21070 members 
Mstep: Class 14 contains 24995 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25197 members 
Mstep: Class 21 contains 31991 members 
Mstep: Class 22 contains 37544 members 
Mstep: Class 23 contains 26295 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 45170 members 
Mstep: Class 26 contains 13454 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20248 members 
Mstep: Class 29 contains 22605 members 
Mstep: Class 30 contains 21211 members 
Mstep: Class 31 contains 29511 members 
Mstep: Class 32 contains 20549 members 
Mstep: Class 33 contains 24954 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30057 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 27414 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20984 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20115 members 
Mstep: Class 43 contains 26392 members 
Mstep: Class 44 contains 20463 members 
Mstep: Class 45 contains 3916 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20594 members 
Mstep: Class 48 contains 19179 members 
Mstep: Class 49 contains 17960 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18907 members 
Mstep: Class 52 contains 18557 members 
Mstep: Class 53 contains 21058 members 
Mstep: Class 54 contains 18144 members 
Mstep: Class 55 contains 19998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465360.000000 Penalty: 187370.656250
Iteration 214Q: 56 clusters Score -1.774654e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 24111 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28913 members 
Mstep: Class 5 contains 26782 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25615 members 
Mstep: Class 9 contains 15325 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23792 members 
Mstep: Class 12 contains 18203 members 
Mstep: Class 13 contains 21022 members 
Mstep: Class 14 contains 24962 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 9650 members 
Mstep: Class 17 contains 11559 members 
Mstep: Class 18 contains 25617 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 31956 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45159 members 
Mstep: Class 26 contains 13440 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20164 members 
Mstep: Class 29 contains 22596 members 
Mstep: Class 30 contains 21192 members 
Mstep: Class 31 contains 29538 members 
Mstep: Class 32 contains 20771 members 
Mstep: Class 33 contains 25169 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30056 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8021 members 
Mstep: Class 38 contains 27405 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21022 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20123 members 
Mstep: Class 43 contains 26388 members 
Mstep: Class 44 contains 20428 members 
Mstep: Class 45 contains 3911 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20583 members 
Mstep: Class 48 contains 19166 members 
Mstep: Class 49 contains 18014 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18874 members 
Mstep: Class 52 contains 18557 members 
Mstep: Class 53 contains 21099 members 
Mstep: Class 54 contains 18155 members 
Mstep: Class 55 contains 19998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465296.000000 Penalty: 187370.656250
Iteration 215Q: 56 clusters Score -1.774653e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23985 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28903 members 
Mstep: Class 5 contains 26787 members 
Mstep: Class 6 contains 8527 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25651 members 
Mstep: Class 9 contains 15341 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23715 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 20984 members 
Mstep: Class 14 contains 24922 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 9595 members 
Mstep: Class 17 contains 11578 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25148 members 
Mstep: Class 21 contains 31930 members 
Mstep: Class 22 contains 37423 members 
Mstep: Class 23 contains 26297 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45128 members 
Mstep: Class 26 contains 13426 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20088 members 
Mstep: Class 29 contains 22611 members 
Mstep: Class 30 contains 21144 members 
Mstep: Class 31 contains 29545 members 
Mstep: Class 32 contains 21031 members 
Mstep: Class 33 contains 25407 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 30032 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 27376 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21051 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20126 members 
Mstep: Class 43 contains 26391 members 
Mstep: Class 44 contains 20404 members 
Mstep: Class 45 contains 3909 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20575 members 
Mstep: Class 48 contains 19139 members 
Mstep: Class 49 contains 18061 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18869 members 
Mstep: Class 52 contains 18570 members 
Mstep: Class 53 contains 21140 members 
Mstep: Class 54 contains 18156 members 
Mstep: Class 55 contains 19992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465472.000000 Penalty: 187370.656250
Iteration 216Q: 56 clusters Score -1.774655e+08 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23851 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28861 members 
Mstep: Class 5 contains 26779 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25653 members 
Mstep: Class 9 contains 15355 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23624 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 20935 members 
Mstep: Class 14 contains 24904 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 25584 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25132 members 
Mstep: Class 21 contains 31911 members 
Mstep: Class 22 contains 37405 members 
Mstep: Class 23 contains 26324 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45109 members 
Mstep: Class 26 contains 13414 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 20001 members 
Mstep: Class 29 contains 22602 members 
Mstep: Class 30 contains 21120 members 
Mstep: Class 31 contains 29584 members 
Mstep: Class 32 contains 21280 members 
Mstep: Class 33 contains 25669 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29981 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8023 members 
Mstep: Class 38 contains 27330 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21094 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20134 members 
Mstep: Class 43 contains 26393 members 
Mstep: Class 44 contains 20369 members 
Mstep: Class 45 contains 3907 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20579 members 
Mstep: Class 48 contains 19115 members 
Mstep: Class 49 contains 18114 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18864 members 
Mstep: Class 52 contains 18585 members 
Mstep: Class 53 contains 21186 members 
Mstep: Class 54 contains 18165 members 
Mstep: Class 55 contains 19971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177465728.000000 Penalty: 187370.656250
Iteration 217Q: 56 clusters Score -1.774657e+08 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23720 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28830 members 
Mstep: Class 5 contains 26766 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 15369 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23501 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 20901 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 9477 members 
Mstep: Class 17 contains 11615 members 
Mstep: Class 18 contains 25577 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25104 members 
Mstep: Class 21 contains 31895 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 26266 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 45112 members 
Mstep: Class 26 contains 13395 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19894 members 
Mstep: Class 29 contains 22598 members 
Mstep: Class 30 contains 21068 members 
Mstep: Class 31 contains 29601 members 
Mstep: Class 32 contains 21558 members 
Mstep: Class 33 contains 25934 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29965 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 27290 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21142 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20132 members 
Mstep: Class 43 contains 26401 members 
Mstep: Class 44 contains 20325 members 
Mstep: Class 45 contains 3906 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20596 members 
Mstep: Class 48 contains 19111 members 
Mstep: Class 49 contains 18178 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18870 members 
Mstep: Class 52 contains 18606 members 
Mstep: Class 53 contains 21237 members 
Mstep: Class 54 contains 18196 members 
Mstep: Class 55 contains 19928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466064.000000 Penalty: 187370.656250
Iteration 218Q: 56 clusters Score -1.774661e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23628 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28791 members 
Mstep: Class 5 contains 26772 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25639 members 
Mstep: Class 9 contains 15381 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23449 members 
Mstep: Class 12 contains 18271 members 
Mstep: Class 13 contains 20852 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 11616 members 
Mstep: Class 18 contains 25519 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25065 members 
Mstep: Class 21 contains 31870 members 
Mstep: Class 22 contains 37377 members 
Mstep: Class 23 contains 26227 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 45108 members 
Mstep: Class 26 contains 13359 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19811 members 
Mstep: Class 29 contains 22605 members 
Mstep: Class 30 contains 21027 members 
Mstep: Class 31 contains 29661 members 
Mstep: Class 32 contains 21816 members 
Mstep: Class 33 contains 26170 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29955 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8024 members 
Mstep: Class 38 contains 27266 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21174 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20138 members 
Mstep: Class 43 contains 26420 members 
Mstep: Class 44 contains 20291 members 
Mstep: Class 45 contains 3899 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20588 members 
Mstep: Class 48 contains 19086 members 
Mstep: Class 49 contains 18251 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18889 members 
Mstep: Class 52 contains 18622 members 
Mstep: Class 53 contains 21280 members 
Mstep: Class 54 contains 18224 members 
Mstep: Class 55 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177466864.000000 Penalty: 187370.656250
Iteration 219Q: 56 clusters Score -1.774669e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23504 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 26764 members 
Mstep: Class 6 contains 8540 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25624 members 
Mstep: Class 9 contains 15392 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23398 members 
Mstep: Class 12 contains 18295 members 
Mstep: Class 13 contains 20822 members 
Mstep: Class 14 contains 24835 members 
Mstep: Class 15 contains 19138 members 
Mstep: Class 16 contains 9364 members 
Mstep: Class 17 contains 11632 members 
Mstep: Class 18 contains 25456 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25041 members 
Mstep: Class 21 contains 31814 members 
Mstep: Class 22 contains 37381 members 
Mstep: Class 23 contains 26219 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 45083 members 
Mstep: Class 26 contains 13326 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19699 members 
Mstep: Class 29 contains 22617 members 
Mstep: Class 30 contains 21014 members 
Mstep: Class 31 contains 29682 members 
Mstep: Class 32 contains 22073 members 
Mstep: Class 33 contains 26409 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29921 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 8025 members 
Mstep: Class 38 contains 27265 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21213 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20134 members 
Mstep: Class 43 contains 26438 members 
Mstep: Class 44 contains 20284 members 
Mstep: Class 45 contains 3896 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20588 members 
Mstep: Class 48 contains 19058 members 
Mstep: Class 49 contains 18364 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18871 members 
Mstep: Class 52 contains 18638 members 
Mstep: Class 53 contains 21307 members 
Mstep: Class 54 contains 18221 members 
Mstep: Class 55 contains 19884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467456.000000 Penalty: 187370.656250
Iteration 220F: 56 clusters Score -1.774675e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23363 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28739 members 
Mstep: Class 5 contains 26752 members 
Mstep: Class 6 contains 8540 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25627 members 
Mstep: Class 9 contains 15399 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23348 members 
Mstep: Class 12 contains 18279 members 
Mstep: Class 13 contains 20780 members 
Mstep: Class 14 contains 24822 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 9315 members 
Mstep: Class 17 contains 11658 members 
Mstep: Class 18 contains 25412 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25024 members 
Mstep: Class 21 contains 31779 members 
Mstep: Class 22 contains 37349 members 
Mstep: Class 23 contains 26201 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 45082 members 
Mstep: Class 26 contains 13272 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19570 members 
Mstep: Class 29 contains 22623 members 
Mstep: Class 30 contains 20973 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 22323 members 
Mstep: Class 33 contains 26663 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29883 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8027 members 
Mstep: Class 38 contains 27282 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21270 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20140 members 
Mstep: Class 43 contains 26448 members 
Mstep: Class 44 contains 20281 members 
Mstep: Class 45 contains 3891 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20595 members 
Mstep: Class 48 contains 19058 members 
Mstep: Class 49 contains 18466 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18858 members 
Mstep: Class 52 contains 18657 members 
Mstep: Class 53 contains 21341 members 
Mstep: Class 54 contains 18214 members 
Mstep: Class 55 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467664.000000 Penalty: 187370.656250
Iteration 221Q: 56 clusters Score -1.774677e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23210 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28719 members 
Mstep: Class 5 contains 26753 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25628 members 
Mstep: Class 9 contains 15414 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23296 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 20710 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 19113 members 
Mstep: Class 16 contains 9270 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 25386 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24996 members 
Mstep: Class 21 contains 31738 members 
Mstep: Class 22 contains 37323 members 
Mstep: Class 23 contains 26170 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 45067 members 
Mstep: Class 26 contains 13227 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19487 members 
Mstep: Class 29 contains 22606 members 
Mstep: Class 30 contains 20952 members 
Mstep: Class 31 contains 29651 members 
Mstep: Class 32 contains 22582 members 
Mstep: Class 33 contains 26886 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29892 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8029 members 
Mstep: Class 38 contains 27283 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21295 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20168 members 
Mstep: Class 43 contains 26470 members 
Mstep: Class 44 contains 20281 members 
Mstep: Class 45 contains 3893 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20605 members 
Mstep: Class 48 contains 19062 members 
Mstep: Class 49 contains 18568 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18843 members 
Mstep: Class 52 contains 18682 members 
Mstep: Class 53 contains 21379 members 
Mstep: Class 54 contains 18188 members 
Mstep: Class 55 contains 19883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177467872.000000 Penalty: 187370.656250
Iteration 222Q: 56 clusters Score -1.774679e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 23021 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28714 members 
Mstep: Class 5 contains 26753 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25630 members 
Mstep: Class 9 contains 15418 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23248 members 
Mstep: Class 12 contains 18251 members 
Mstep: Class 13 contains 20647 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 11700 members 
Mstep: Class 18 contains 25362 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24983 members 
Mstep: Class 21 contains 31694 members 
Mstep: Class 22 contains 37293 members 
Mstep: Class 23 contains 26174 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 45040 members 
Mstep: Class 26 contains 13197 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19385 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 20930 members 
Mstep: Class 31 contains 29622 members 
Mstep: Class 32 contains 22856 members 
Mstep: Class 33 contains 27131 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29860 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8029 members 
Mstep: Class 38 contains 27272 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21321 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20191 members 
Mstep: Class 43 contains 26455 members 
Mstep: Class 44 contains 20280 members 
Mstep: Class 45 contains 3888 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20615 members 
Mstep: Class 48 contains 19060 members 
Mstep: Class 49 contains 18709 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18842 members 
Mstep: Class 52 contains 18683 members 
Mstep: Class 53 contains 21420 members 
Mstep: Class 54 contains 18177 members 
Mstep: Class 55 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468816.000000 Penalty: 187370.656250
Iteration 223Q: 56 clusters Score -1.774688e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22836 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28696 members 
Mstep: Class 5 contains 26762 members 
Mstep: Class 6 contains 8543 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25621 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23194 members 
Mstep: Class 12 contains 18265 members 
Mstep: Class 13 contains 20598 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 19095 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 11714 members 
Mstep: Class 18 contains 25379 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24966 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 37271 members 
Mstep: Class 23 contains 26147 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 45026 members 
Mstep: Class 26 contains 13171 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19286 members 
Mstep: Class 29 contains 22562 members 
Mstep: Class 30 contains 20882 members 
Mstep: Class 31 contains 29607 members 
Mstep: Class 32 contains 23161 members 
Mstep: Class 33 contains 27359 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29803 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8028 members 
Mstep: Class 38 contains 27283 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21350 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20202 members 
Mstep: Class 43 contains 26458 members 
Mstep: Class 44 contains 20277 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20619 members 
Mstep: Class 48 contains 19053 members 
Mstep: Class 49 contains 18806 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18813 members 
Mstep: Class 52 contains 18696 members 
Mstep: Class 53 contains 21467 members 
Mstep: Class 54 contains 18171 members 
Mstep: Class 55 contains 19877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177468944.000000 Penalty: 187370.656250
Iteration 224Q: 56 clusters Score -1.774689e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22619 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28690 members 
Mstep: Class 5 contains 26746 members 
Mstep: Class 6 contains 8538 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25643 members 
Mstep: Class 9 contains 15441 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23131 members 
Mstep: Class 12 contains 18288 members 
Mstep: Class 13 contains 20576 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 19077 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 11727 members 
Mstep: Class 18 contains 25369 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24967 members 
Mstep: Class 21 contains 31634 members 
Mstep: Class 22 contains 37258 members 
Mstep: Class 23 contains 26120 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 45007 members 
Mstep: Class 26 contains 13165 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19209 members 
Mstep: Class 29 contains 22518 members 
Mstep: Class 30 contains 20840 members 
Mstep: Class 31 contains 29584 members 
Mstep: Class 32 contains 23494 members 
Mstep: Class 33 contains 27595 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29745 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8028 members 
Mstep: Class 38 contains 27288 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21369 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20216 members 
Mstep: Class 43 contains 26440 members 
Mstep: Class 44 contains 20260 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20629 members 
Mstep: Class 48 contains 19003 members 
Mstep: Class 49 contains 18908 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18780 members 
Mstep: Class 52 contains 18694 members 
Mstep: Class 53 contains 21530 members 
Mstep: Class 54 contains 18175 members 
Mstep: Class 55 contains 19880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469264.000000 Penalty: 187370.656250
Iteration 225Q: 56 clusters Score -1.774693e+08 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22399 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28671 members 
Mstep: Class 5 contains 26731 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25653 members 
Mstep: Class 9 contains 15462 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23063 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 20539 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 19064 members 
Mstep: Class 16 contains 9069 members 
Mstep: Class 17 contains 11735 members 
Mstep: Class 18 contains 25356 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24976 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 37250 members 
Mstep: Class 23 contains 26079 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 13143 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 19102 members 
Mstep: Class 29 contains 22481 members 
Mstep: Class 30 contains 20787 members 
Mstep: Class 31 contains 29523 members 
Mstep: Class 32 contains 23846 members 
Mstep: Class 33 contains 27844 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29679 members 
Mstep: Class 36 contains 1098 members 
Mstep: Class 37 contains 8032 members 
Mstep: Class 38 contains 27282 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21426 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20210 members 
Mstep: Class 43 contains 26436 members 
Mstep: Class 44 contains 20249 members 
Mstep: Class 45 contains 3870 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20644 members 
Mstep: Class 48 contains 18961 members 
Mstep: Class 49 contains 19006 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18735 members 
Mstep: Class 52 contains 18701 members 
Mstep: Class 53 contains 21615 members 
Mstep: Class 54 contains 18183 members 
Mstep: Class 55 contains 19896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469136.000000 Penalty: 187370.656250
Iteration 226Q: 56 clusters Score -1.774691e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22193 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28653 members 
Mstep: Class 5 contains 26718 members 
Mstep: Class 6 contains 8546 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25662 members 
Mstep: Class 9 contains 15467 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23003 members 
Mstep: Class 12 contains 18349 members 
Mstep: Class 13 contains 20491 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 19060 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 11759 members 
Mstep: Class 18 contains 25375 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24966 members 
Mstep: Class 21 contains 31576 members 
Mstep: Class 22 contains 37210 members 
Mstep: Class 23 contains 26034 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 44958 members 
Mstep: Class 26 contains 13138 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18998 members 
Mstep: Class 29 contains 22431 members 
Mstep: Class 30 contains 20729 members 
Mstep: Class 31 contains 29507 members 
Mstep: Class 32 contains 24217 members 
Mstep: Class 33 contains 28064 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29647 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 8038 members 
Mstep: Class 38 contains 27282 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21469 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20197 members 
Mstep: Class 43 contains 26435 members 
Mstep: Class 44 contains 20250 members 
Mstep: Class 45 contains 3870 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20679 members 
Mstep: Class 48 contains 18942 members 
Mstep: Class 49 contains 19076 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18703 members 
Mstep: Class 52 contains 18710 members 
Mstep: Class 53 contains 21695 members 
Mstep: Class 54 contains 18166 members 
Mstep: Class 55 contains 19902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469008.000000 Penalty: 187370.656250
Iteration 227Q: 56 clusters Score -1.77469e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21971 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28629 members 
Mstep: Class 5 contains 26697 members 
Mstep: Class 6 contains 8549 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25665 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 18359 members 
Mstep: Class 13 contains 20462 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 19054 members 
Mstep: Class 16 contains 8943 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 25366 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24943 members 
Mstep: Class 21 contains 31560 members 
Mstep: Class 22 contains 37180 members 
Mstep: Class 23 contains 25975 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 44945 members 
Mstep: Class 26 contains 13104 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18915 members 
Mstep: Class 29 contains 22413 members 
Mstep: Class 30 contains 20669 members 
Mstep: Class 31 contains 29492 members 
Mstep: Class 32 contains 24655 members 
Mstep: Class 33 contains 28207 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29602 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 8038 members 
Mstep: Class 38 contains 27263 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21522 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20185 members 
Mstep: Class 43 contains 26434 members 
Mstep: Class 44 contains 20255 members 
Mstep: Class 45 contains 3874 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20677 members 
Mstep: Class 48 contains 18931 members 
Mstep: Class 49 contains 19199 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18692 members 
Mstep: Class 52 contains 18718 members 
Mstep: Class 53 contains 21738 members 
Mstep: Class 54 contains 18145 members 
Mstep: Class 55 contains 19910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469360.000000 Penalty: 187370.656250
Iteration 228Q: 56 clusters Score -1.774694e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21704 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28610 members 
Mstep: Class 5 contains 26665 members 
Mstep: Class 6 contains 8555 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25689 members 
Mstep: Class 9 contains 15505 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23042 members 
Mstep: Class 12 contains 18364 members 
Mstep: Class 13 contains 20432 members 
Mstep: Class 14 contains 24750 members 
Mstep: Class 15 contains 19045 members 
Mstep: Class 16 contains 8875 members 
Mstep: Class 17 contains 11789 members 
Mstep: Class 18 contains 25358 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24938 members 
Mstep: Class 21 contains 31526 members 
Mstep: Class 22 contains 37141 members 
Mstep: Class 23 contains 25901 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 44900 members 
Mstep: Class 26 contains 13089 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18823 members 
Mstep: Class 29 contains 22398 members 
Mstep: Class 30 contains 20580 members 
Mstep: Class 31 contains 29471 members 
Mstep: Class 32 contains 25160 members 
Mstep: Class 33 contains 28338 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29549 members 
Mstep: Class 36 contains 1099 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 27260 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21572 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20181 members 
Mstep: Class 43 contains 26436 members 
Mstep: Class 44 contains 20249 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20680 members 
Mstep: Class 48 contains 18910 members 
Mstep: Class 49 contains 19347 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18690 members 
Mstep: Class 52 contains 18724 members 
Mstep: Class 53 contains 21797 members 
Mstep: Class 54 contains 18153 members 
Mstep: Class 55 contains 19896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469248.000000 Penalty: 187370.656250
Iteration 229Q: 56 clusters Score -1.774692e+08 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21451 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28566 members 
Mstep: Class 5 contains 26653 members 
Mstep: Class 6 contains 8562 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25707 members 
Mstep: Class 9 contains 15536 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23059 members 
Mstep: Class 12 contains 18380 members 
Mstep: Class 13 contains 20389 members 
Mstep: Class 14 contains 24653 members 
Mstep: Class 15 contains 19035 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 25343 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24962 members 
Mstep: Class 21 contains 31494 members 
Mstep: Class 22 contains 37090 members 
Mstep: Class 23 contains 25829 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 44863 members 
Mstep: Class 26 contains 13088 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18725 members 
Mstep: Class 29 contains 22359 members 
Mstep: Class 30 contains 20499 members 
Mstep: Class 31 contains 29437 members 
Mstep: Class 32 contains 25743 members 
Mstep: Class 33 contains 28424 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29460 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 8037 members 
Mstep: Class 38 contains 27228 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21616 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20185 members 
Mstep: Class 43 contains 26438 members 
Mstep: Class 44 contains 20246 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20688 members 
Mstep: Class 48 contains 18904 members 
Mstep: Class 49 contains 19514 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18679 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 21863 members 
Mstep: Class 54 contains 18166 members 
Mstep: Class 55 contains 19898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469184.000000 Penalty: 187370.656250
Iteration 230Q: 56 clusters Score -1.774692e+08 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21156 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 26644 members 
Mstep: Class 6 contains 8566 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25738 members 
Mstep: Class 9 contains 15570 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23046 members 
Mstep: Class 12 contains 18395 members 
Mstep: Class 13 contains 20331 members 
Mstep: Class 14 contains 24573 members 
Mstep: Class 15 contains 19015 members 
Mstep: Class 16 contains 8776 members 
Mstep: Class 17 contains 11799 members 
Mstep: Class 18 contains 25329 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 24997 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 37074 members 
Mstep: Class 23 contains 25731 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 44783 members 
Mstep: Class 26 contains 13095 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18641 members 
Mstep: Class 29 contains 22320 members 
Mstep: Class 30 contains 20425 members 
Mstep: Class 31 contains 29407 members 
Mstep: Class 32 contains 26469 members 
Mstep: Class 33 contains 28475 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29372 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 27214 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21672 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20182 members 
Mstep: Class 43 contains 26478 members 
Mstep: Class 44 contains 20227 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20689 members 
Mstep: Class 48 contains 18931 members 
Mstep: Class 49 contains 19625 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18658 members 
Mstep: Class 52 contains 18725 members 
Mstep: Class 53 contains 21915 members 
Mstep: Class 54 contains 18180 members 
Mstep: Class 55 contains 19885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469168.000000 Penalty: 187370.656250
Iteration 231Q: 56 clusters Score -1.774692e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20869 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 26626 members 
Mstep: Class 6 contains 8571 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25758 members 
Mstep: Class 9 contains 15594 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23073 members 
Mstep: Class 12 contains 18405 members 
Mstep: Class 13 contains 20314 members 
Mstep: Class 14 contains 24520 members 
Mstep: Class 15 contains 18986 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 11803 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25016 members 
Mstep: Class 21 contains 31483 members 
Mstep: Class 22 contains 37038 members 
Mstep: Class 23 contains 25612 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 44715 members 
Mstep: Class 26 contains 13101 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18544 members 
Mstep: Class 29 contains 22278 members 
Mstep: Class 30 contains 20348 members 
Mstep: Class 31 contains 29378 members 
Mstep: Class 32 contains 27184 members 
Mstep: Class 33 contains 28488 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29281 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 27221 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21717 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20181 members 
Mstep: Class 43 contains 26494 members 
Mstep: Class 44 contains 20206 members 
Mstep: Class 45 contains 3859 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20694 members 
Mstep: Class 48 contains 18973 members 
Mstep: Class 49 contains 19782 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18642 members 
Mstep: Class 52 contains 18718 members 
Mstep: Class 53 contains 21944 members 
Mstep: Class 54 contains 18188 members 
Mstep: Class 55 contains 19856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469472.000000 Penalty: 187370.656250
Iteration 232Q: 56 clusters Score -1.774695e+08 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20556 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28415 members 
Mstep: Class 5 contains 26597 members 
Mstep: Class 6 contains 8573 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25765 members 
Mstep: Class 9 contains 15612 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23149 members 
Mstep: Class 12 contains 18398 members 
Mstep: Class 13 contains 20293 members 
Mstep: Class 14 contains 24452 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 25272 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25049 members 
Mstep: Class 21 contains 31545 members 
Mstep: Class 22 contains 36961 members 
Mstep: Class 23 contains 25476 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 44680 members 
Mstep: Class 26 contains 13118 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18435 members 
Mstep: Class 29 contains 22232 members 
Mstep: Class 30 contains 20269 members 
Mstep: Class 31 contains 29347 members 
Mstep: Class 32 contains 27933 members 
Mstep: Class 33 contains 28451 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29204 members 
Mstep: Class 36 contains 1100 members 
Mstep: Class 37 contains 8035 members 
Mstep: Class 38 contains 27227 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21766 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20190 members 
Mstep: Class 43 contains 26522 members 
Mstep: Class 44 contains 20195 members 
Mstep: Class 45 contains 3857 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20686 members 
Mstep: Class 48 contains 19013 members 
Mstep: Class 49 contains 19918 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18633 members 
Mstep: Class 52 contains 18722 members 
Mstep: Class 53 contains 21996 members 
Mstep: Class 54 contains 18179 members 
Mstep: Class 55 contains 19835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470160.000000 Penalty: 187370.656250
Iteration 233Q: 56 clusters Score -1.774702e+08 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 20261 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28354 members 
Mstep: Class 5 contains 26555 members 
Mstep: Class 6 contains 8567 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25793 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23181 members 
Mstep: Class 12 contains 18405 members 
Mstep: Class 13 contains 20276 members 
Mstep: Class 14 contains 24364 members 
Mstep: Class 15 contains 18920 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 25286 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25081 members 
Mstep: Class 21 contains 31589 members 
Mstep: Class 22 contains 36890 members 
Mstep: Class 23 contains 25379 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 44622 members 
Mstep: Class 26 contains 13153 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18343 members 
Mstep: Class 29 contains 22193 members 
Mstep: Class 30 contains 20193 members 
Mstep: Class 31 contains 29320 members 
Mstep: Class 32 contains 28674 members 
Mstep: Class 33 contains 28422 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29092 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 8035 members 
Mstep: Class 38 contains 27249 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21817 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20203 members 
Mstep: Class 43 contains 26562 members 
Mstep: Class 44 contains 20184 members 
Mstep: Class 45 contains 3857 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20652 members 
Mstep: Class 48 contains 19042 members 
Mstep: Class 49 contains 20074 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18606 members 
Mstep: Class 52 contains 18706 members 
Mstep: Class 53 contains 22012 members 
Mstep: Class 54 contains 18161 members 
Mstep: Class 55 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470080.000000 Penalty: 187370.656250
Iteration 234Q: 56 clusters Score -1.774701e+08 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19969 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28271 members 
Mstep: Class 5 contains 26526 members 
Mstep: Class 6 contains 8556 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25803 members 
Mstep: Class 9 contains 15640 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23216 members 
Mstep: Class 12 contains 18420 members 
Mstep: Class 13 contains 20250 members 
Mstep: Class 14 contains 24224 members 
Mstep: Class 15 contains 18894 members 
Mstep: Class 16 contains 8600 members 
Mstep: Class 17 contains 11831 members 
Mstep: Class 18 contains 25341 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25090 members 
Mstep: Class 21 contains 31650 members 
Mstep: Class 22 contains 36838 members 
Mstep: Class 23 contains 25282 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 44560 members 
Mstep: Class 26 contains 13205 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18264 members 
Mstep: Class 29 contains 22150 members 
Mstep: Class 30 contains 20135 members 
Mstep: Class 31 contains 29306 members 
Mstep: Class 32 contains 29381 members 
Mstep: Class 33 contains 28400 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28990 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 8033 members 
Mstep: Class 38 contains 27298 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21864 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20202 members 
Mstep: Class 43 contains 26591 members 
Mstep: Class 44 contains 20165 members 
Mstep: Class 45 contains 3860 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20626 members 
Mstep: Class 48 contains 19048 members 
Mstep: Class 49 contains 20228 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18571 members 
Mstep: Class 52 contains 18691 members 
Mstep: Class 53 contains 22025 members 
Mstep: Class 54 contains 18147 members 
Mstep: Class 55 contains 19850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470208.000000 Penalty: 187370.656250
Iteration 235Q: 56 clusters Score -1.774702e+08 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19682 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 4 contains 28203 members 
Mstep: Class 5 contains 26497 members 
Mstep: Class 6 contains 8550 members 
Mstep: Class 7 contains 720 members 
Mstep: Class 8 contains 25782 members 
Mstep: Class 9 contains 15654 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23265 members 
Mstep: Class 12 contains 18417 members 
Mstep: Class 13 contains 20228 members 
Mstep: Class 14 contains 24099 members 
Mstep: Class 15 contains 18873 members 
Mstep: Class 16 contains 8556 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 18 contains 25363 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25079 members 
Mstep: Class 21 contains 31705 members 
Mstep: Class 22 contains 36769 members 
Mstep: Class 23 contains 25202 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 44485 members 
Mstep: Class 26 contains 13263 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18164 members 
Mstep: Class 29 contains 22136 members 
Mstep: Class 30 contains 20088 members 
Mstep: Class 31 contains 29300 members 
Mstep: Class 32 contains 30039 members 
Mstep: Class 33 contains 28386 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28930 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 8035 members 
Mstep: Class 38 contains 27343 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21902 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20206 members 
Mstep: Class 43 contains 26622 members 
Mstep: Class 44 contains 20138 members 
Mstep: Class 45 contains 3857 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20597 members 
Mstep: Class 48 contains 19048 members 
Mstep: Class 49 contains 20436 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18529 members 
Mstep: Class 52 contains 18691 members 
Mstep: Class 53 contains 22018 members 
Mstep: Class 54 contains 18152 members 
Mstep: Class 55 contains 19847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469920.000000 Penalty: 187370.656250
Iteration 236Q: 56 clusters Score -1.774699e+08 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 19438 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 28148 members 
Mstep: Class 5 contains 26455 members 
Mstep: Class 6 contains 8546 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25767 members 
Mstep: Class 9 contains 15674 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23327 members 
Mstep: Class 12 contains 18432 members 
Mstep: Class 13 contains 20206 members 
Mstep: Class 14 contains 23986 members 
Mstep: Class 15 contains 18856 members 
Mstep: Class 16 contains 8520 members 
Mstep: Class 17 contains 11868 members 
Mstep: Class 18 contains 25396 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25052 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 36711 members 
Mstep: Class 23 contains 25087 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 44384 members 
Mstep: Class 26 contains 13300 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 18075 members 
Mstep: Class 29 contains 22107 members 
Mstep: Class 30 contains 20035 members 
Mstep: Class 31 contains 29328 members 
Mstep: Class 32 contains 30592 members 
Mstep: Class 33 contains 28358 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28857 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8042 members 
Mstep: Class 38 contains 27388 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21944 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20213 members 
Mstep: Class 43 contains 26657 members 
Mstep: Class 44 contains 20119 members 
Mstep: Class 45 contains 3858 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20587 members 
Mstep: Class 48 contains 19060 members 
Mstep: Class 49 contains 20678 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18478 members 
Mstep: Class 52 contains 18687 members 
Mstep: Class 53 contains 22030 members 
Mstep: Class 54 contains 18148 members 
Mstep: Class 55 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470080.000000 Penalty: 187370.656250
Iteration 237Q: 56 clusters Score -1.774701e+08 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19238 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 28080 members 
Mstep: Class 5 contains 26406 members 
Mstep: Class 6 contains 8531 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25797 members 
Mstep: Class 9 contains 15693 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23380 members 
Mstep: Class 12 contains 18454 members 
Mstep: Class 13 contains 20164 members 
Mstep: Class 14 contains 23915 members 
Mstep: Class 15 contains 18845 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 25463 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25032 members 
Mstep: Class 21 contains 31756 members 
Mstep: Class 22 contains 36695 members 
Mstep: Class 23 contains 25029 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 44283 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17988 members 
Mstep: Class 29 contains 22049 members 
Mstep: Class 30 contains 20027 members 
Mstep: Class 31 contains 29348 members 
Mstep: Class 32 contains 30917 members 
Mstep: Class 33 contains 28316 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28797 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8047 members 
Mstep: Class 38 contains 27423 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21994 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20234 members 
Mstep: Class 43 contains 26649 members 
Mstep: Class 44 contains 20113 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20559 members 
Mstep: Class 48 contains 19069 members 
Mstep: Class 49 contains 20898 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18454 members 
Mstep: Class 52 contains 18680 members 
Mstep: Class 53 contains 22084 members 
Mstep: Class 54 contains 18158 members 
Mstep: Class 55 contains 19853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469504.000000 Penalty: 187370.656250
Iteration 238Q: 56 clusters Score -1.774695e+08 nChanged 5650
Entering ConstructFrom: 
Score: -177469504.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -151365.828125 Penalty: 1662.998413
	Iteration 0F: 2 clusters Score -151365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -149572.781250 Penalty: 3325.996826
	Iteration 0F: 3 clusters Score -149572.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -149889.812500 Penalty: 3325.996826
	Iteration 1F: 3 clusters Score -149889.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150009.171875 Penalty: 3325.996826
	Iteration 2F: 3 clusters Score -150009.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -150125.984375 Penalty: 3325.996826
	Iteration 3F: 3 clusters Score -150126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -150220.343750 Penalty: 3325.996826
	Iteration 4Q: 3 clusters Score -150220.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -150292.265625 Penalty: 3325.996826
	Iteration 5Q: 3 clusters Score -150292.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -150344.859375 Penalty: 3325.996826
	Iteration 6Q: 3 clusters Score -150344.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -150391.421875 Penalty: 3325.996826
	Iteration 7Q: 3 clusters Score -150391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -150427.109375 Penalty: 3325.996826
	Iteration 8Q: 3 clusters Score -150427.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -150448.375000 Penalty: 3325.996826
	Iteration 9Q: 3 clusters Score -150448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -150468.890625 Penalty: 3325.996826
	Iteration 10Q: 3 clusters Score -150468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -150487.171875 Penalty: 3325.996826
	Iteration 11Q: 3 clusters Score -150487.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -150495.546875 Penalty: 3325.996826
	Iteration 12Q: 3 clusters Score -150495.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -150498.187500 Penalty: 3325.996826
	Iteration 13Q: 3 clusters Score -150498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -150499.000000 Penalty: 3325.996826
	Iteration 14Q: 3 clusters Score -150499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -150499.000000 Penalty: 3325.996826
	Iteration 15F: 3 clusters Score -150499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Entering Unmasked Estep 
Score: -3672544.500000 Penalty: 2444.931641
	Iteration 0F: 2 clusters Score -3672544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3659099.500000 Penalty: 4889.863281
	Iteration 0F: 3 clusters Score -3659100 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -3663583.750000 Penalty: 4889.863281
	Iteration 1F: 3 clusters Score -3663584 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3664003.000000 Penalty: 4889.863281
	Iteration 2F: 3 clusters Score -3664003 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3664385.000000 Penalty: 4889.863281
	Iteration 3Q: 3 clusters Score -3664385 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3664714.750000 Penalty: 4889.863281
	Iteration 4Q: 3 clusters Score -3664715 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3665089.250000 Penalty: 4889.863281
	Iteration 5Q: 3 clusters Score -3665089 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3665550.250000 Penalty: 4889.863281
	Iteration 6Q: 3 clusters Score -3665550 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3666149.500000 Penalty: 4889.863281
	Iteration 7F: 3 clusters Score -3666150 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3666828.750000 Penalty: 4889.863281
	Iteration 8F: 3 clusters Score -3666829 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3667586.000000 Penalty: 4889.863281
	Iteration 9F: 3 clusters Score -3667586 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3668310.500000 Penalty: 4889.863281
	Iteration 10Q: 3 clusters Score -3668310 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3668951.000000 Penalty: 4889.863281
	Iteration 11Q: 3 clusters Score -3668951 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3669434.750000 Penalty: 4889.863281
	Iteration 12Q: 3 clusters Score -3669435 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3669776.000000 Penalty: 4889.863281
	Iteration 13Q: 3 clusters Score -3669776 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3669965.500000 Penalty: 4889.863281
	Iteration 14Q: 3 clusters Score -3669966 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3670076.500000 Penalty: 4889.863281
	Iteration 15Q: 3 clusters Score -3670076 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3670164.250000 Penalty: 4889.863281
	Iteration 16Q: 3 clusters Score -3670164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3670217.000000 Penalty: 4889.863281
	Iteration 17Q: 3 clusters Score -3670217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3670261.500000 Penalty: 4889.863281
	Iteration 18Q: 3 clusters Score -3670262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3670286.750000 Penalty: 4889.863281
	Iteration 19Q: 3 clusters Score -3670287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3670309.750000 Penalty: 4889.863281
	Iteration 20F: 3 clusters Score -3670310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3670327.500000 Penalty: 4889.863281
	Iteration 21Q: 3 clusters Score -3670328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3670336.500000 Penalty: 4889.863281
	Iteration 22Q: 3 clusters Score -3670336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3670346.750000 Penalty: 4889.863281
	Iteration 23Q: 3 clusters Score -3670347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3670349.250000 Penalty: 4889.863281
	Iteration 24Q: 3 clusters Score -3670349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3670359.750000 Penalty: 4889.863281
	Iteration 25Q: 3 clusters Score -3670360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3670363.000000 Penalty: 4889.863281
	Iteration 26Q: 3 clusters Score -3670363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3670368.500000 Penalty: 4889.863281
	Iteration 27Q: 3 clusters Score -3670368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3670377.250000 Penalty: 4889.863281
	Iteration 28Q: 3 clusters Score -3670377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3670379.000000 Penalty: 4889.863281
	Iteration 29Q: 3 clusters Score -3670379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3670381.750000 Penalty: 4889.863281
	Iteration 30Q: 3 clusters Score -3670382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3670381.750000 Penalty: 4889.863281
	Iteration 31F: 3 clusters Score -3670382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -225217.421875 Penalty: 1768.065796
	Iteration 0F: 2 clusters Score -225217.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -223154.843750 Penalty: 3536.131592
	Iteration 0F: 3 clusters Score -223154.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223588.640625 Penalty: 3536.131592
	Iteration 1F: 3 clusters Score -223588.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223733.984375 Penalty: 3536.131592
	Iteration 2F: 3 clusters Score -223734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -223826.828125 Penalty: 3536.131592
	Iteration 3Q: 3 clusters Score -223826.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223887.234375 Penalty: 3536.131592
	Iteration 4Q: 3 clusters Score -223887.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -223930.968750 Penalty: 3536.131592
	Iteration 5Q: 3 clusters Score -223931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -223952.703125 Penalty: 3536.131592
	Iteration 6Q: 3 clusters Score -223952.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -223973.968750 Penalty: 3536.131592
	Iteration 7Q: 3 clusters Score -223974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -224002.000000 Penalty: 3536.131592
	Iteration 8Q: 3 clusters Score -224002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -224009.546875 Penalty: 3536.131592
	Iteration 9Q: 3 clusters Score -224009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -224012.281250 Penalty: 3536.131592
	Iteration 10Q: 3 clusters Score -224012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -224013.984375 Penalty: 3536.131592
	Iteration 11Q: 3 clusters Score -224014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -224015.203125 Penalty: 3536.131592
	Iteration 12Q: 3 clusters Score -224015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -224016.500000 Penalty: 3536.131592
	Iteration 13Q: 3 clusters Score -224016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -224016.500000 Penalty: 3536.131592
	Iteration 14F: 3 clusters Score -224016.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Entering Unmasked Estep 
Score: -5221523.500000 Penalty: 2539.943604
	Iteration 0F: 2 clusters Score -5221524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5202612.000000 Penalty: 5079.887207
	Iteration 0F: 3 clusters Score -5202612 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -5209726.500000 Penalty: 5079.887207
	Iteration 1F: 3 clusters Score -5209726 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5210214.000000 Penalty: 5079.887207
	Iteration 2Q: 3 clusters Score -5210214 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -5210706.500000 Penalty: 5079.887207
	Iteration 3Q: 3 clusters Score -5210706 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -5211388.500000 Penalty: 5079.887207
	Iteration 4Q: 3 clusters Score -5211388 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5212397.000000 Penalty: 5079.887207
	Iteration 5F: 3 clusters Score -5212397 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -5213853.000000 Penalty: 5079.887207
	Iteration 6F: 3 clusters Score -5213853 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -5215706.500000 Penalty: 5079.887207
	Iteration 7F: 3 clusters Score -5215706 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5217475.000000 Penalty: 5079.887207
	Iteration 8F: 3 clusters Score -5217475 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5218456.000000 Penalty: 5079.887207
	Iteration 9Q: 3 clusters Score -5218456 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5218910.500000 Penalty: 5079.887207
	Iteration 10Q: 3 clusters Score -5218910 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5219107.000000 Penalty: 5079.887207
	Iteration 11Q: 3 clusters Score -5219107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5219193.500000 Penalty: 5079.887207
	Iteration 12Q: 3 clusters Score -5219194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5219249.500000 Penalty: 5079.887207
	Iteration 13Q: 3 clusters Score -5219250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5219282.000000 Penalty: 5079.887207
	Iteration 14Q: 3 clusters Score -5219282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5219291.000000 Penalty: 5079.887207
	Iteration 15Q: 3 clusters Score -5219291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5219301.500000 Penalty: 5079.887207
	Iteration 16Q: 3 clusters Score -5219302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5219310.500000 Penalty: 5079.887207
	Iteration 17Q: 3 clusters Score -5219310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5219313.500000 Penalty: 5079.887207
	Iteration 18Q: 3 clusters Score -5219314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5219311.500000 Penalty: 5079.887207
	Iteration 19Q: 3 clusters Score -5219312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5219312.000000 Penalty: 5079.887207
	Iteration 20F: 3 clusters Score -5219312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5219313.000000 Penalty: 5079.887207
	Iteration 21Q: 3 clusters Score -5219313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5219313.000000 Penalty: 5079.887207
	Iteration 22F: 3 clusters Score -5219313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Entering Unmasked Estep 
Score: -4920408.500000 Penalty: 2524.551025
	Iteration 0F: 2 clusters Score -4920408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4902245.500000 Penalty: 5049.102051
	Iteration 0F: 3 clusters Score -4902246 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -4908689.500000 Penalty: 5049.102051
	Iteration 1F: 3 clusters Score -4908690 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4909197.000000 Penalty: 5049.102051
	Iteration 2F: 3 clusters Score -4909197 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -4909768.000000 Penalty: 5049.102051
	Iteration 3Q: 3 clusters Score -4909768 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4910370.500000 Penalty: 5049.102051
	Iteration 4Q: 3 clusters Score -4910370 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4911055.500000 Penalty: 5049.102051
	Iteration 5F: 3 clusters Score -4911056 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4911909.500000 Penalty: 5049.102051
	Iteration 6F: 3 clusters Score -4911910 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -4912923.500000 Penalty: 5049.102051
	Iteration 7F: 3 clusters Score -4912924 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4914097.000000 Penalty: 5049.102051
	Iteration 8F: 3 clusters Score -4914097 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4915242.000000 Penalty: 5049.102051
	Iteration 9F: 3 clusters Score -4915242 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4916169.500000 Penalty: 5049.102051
	Iteration 10Q: 3 clusters Score -4916170 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4916827.500000 Penalty: 5049.102051
	Iteration 11Q: 3 clusters Score -4916828 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4917162.000000 Penalty: 5049.102051
	Iteration 12Q: 3 clusters Score -4917162 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4917317.500000 Penalty: 5049.102051
	Iteration 13Q: 3 clusters Score -4917318 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4917472.500000 Penalty: 5049.102051
	Iteration 14Q: 3 clusters Score -4917472 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4917577.500000 Penalty: 5049.102051
	Iteration 15Q: 3 clusters Score -4917578 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -4917662.500000 Penalty: 5049.102051
	Iteration 16Q: 3 clusters Score -4917662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4917726.000000 Penalty: 5049.102051
	Iteration 17Q: 3 clusters Score -4917726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4917815.000000 Penalty: 5049.102051
	Iteration 18Q: 3 clusters Score -4917815 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4917878.500000 Penalty: 5049.102051
	Iteration 19Q: 3 clusters Score -4917878 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4917936.000000 Penalty: 5049.102051
	Iteration 20F: 3 clusters Score -4917936 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4918008.500000 Penalty: 5049.102051
	Iteration 21Q: 3 clusters Score -4918008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4918053.000000 Penalty: 5049.102051
	Iteration 22Q: 3 clusters Score -4918053 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4918111.500000 Penalty: 5049.102051
	Iteration 23Q: 3 clusters Score -4918112 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4918187.500000 Penalty: 5049.102051
	Iteration 24Q: 3 clusters Score -4918188 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4918249.500000 Penalty: 5049.102051
	Iteration 25Q: 3 clusters Score -4918250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4918282.500000 Penalty: 5049.102051
	Iteration 26Q: 3 clusters Score -4918282 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4918336.000000 Penalty: 5049.102051
	Iteration 27Q: 3 clusters Score -4918336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4918377.500000 Penalty: 5049.102051
	Iteration 28Q: 3 clusters Score -4918378 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4918404.500000 Penalty: 5049.102051
	Iteration 29Q: 3 clusters Score -4918404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4918428.500000 Penalty: 5049.102051
	Iteration 30Q: 3 clusters Score -4918428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4918444.500000 Penalty: 5049.102051
	Iteration 31Q: 3 clusters Score -4918444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4918460.000000 Penalty: 5049.102051
	Iteration 32Q: 3 clusters Score -4918460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4918486.000000 Penalty: 5049.102051
	Iteration 33Q: 3 clusters Score -4918486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4918514.500000 Penalty: 5049.102051
	Iteration 34Q: 3 clusters Score -4918514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4918533.500000 Penalty: 5049.102051
	Iteration 35Q: 3 clusters Score -4918534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4918548.500000 Penalty: 5049.102051
	Iteration 36Q: 3 clusters Score -4918548 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4918563.500000 Penalty: 5049.102051
	Iteration 37Q: 3 clusters Score -4918564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4918599.500000 Penalty: 5049.102051
	Iteration 38Q: 3 clusters Score -4918600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4918617.500000 Penalty: 5049.102051
	Iteration 39Q: 3 clusters Score -4918618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4918626.500000 Penalty: 5049.102051
	Iteration 40F: 3 clusters Score -4918626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4918631.000000 Penalty: 5049.102051
	Iteration 41Q: 3 clusters Score -4918631 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4918630.500000 Penalty: 5049.102051
	Iteration 42Q: 3 clusters Score -4918630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4918630.000000 Penalty: 5049.102051
	Iteration 43Q: 3 clusters Score -4918630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4918625.000000 Penalty: 5049.102051
	Iteration 44Q: 3 clusters Score -4918625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4918642.000000 Penalty: 5049.102051
	Iteration 45Q: 3 clusters Score -4918642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4918651.500000 Penalty: 5049.102051
	Iteration 46Q: 3 clusters Score -4918652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4918654.500000 Penalty: 5049.102051
	Iteration 47Q: 3 clusters Score -4918654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4918659.000000 Penalty: 5049.102051
	Iteration 48Q: 3 clusters Score -4918659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4918653.500000 Penalty: 5049.102051
	Iteration 49Q: 3 clusters Score -4918654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4918663.000000 Penalty: 5049.102051
	Iteration 50Q: 3 clusters Score -4918663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4918669.000000 Penalty: 5049.102051
	Iteration 51Q: 3 clusters Score -4918669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4918666.500000 Penalty: 5049.102051
	Iteration 52Q: 3 clusters Score -4918666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4918672.000000 Penalty: 5049.102051
	Iteration 53Q: 3 clusters Score -4918672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4918669.500000 Penalty: 5049.102051
	Iteration 54Q: 3 clusters Score -4918670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4918663.000000 Penalty: 5049.102051
	Iteration 55Q: 3 clusters Score -4918663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4918659.500000 Penalty: 5049.102051
	Iteration 56Q: 3 clusters Score -4918660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4918658.500000 Penalty: 5049.102051
	Iteration 57Q: 3 clusters Score -4918658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4918664.500000 Penalty: 5049.102051
	Iteration 58Q: 3 clusters Score -4918664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4918658.500000 Penalty: 5049.102051
	Iteration 59Q: 3 clusters Score -4918658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4918657.000000 Penalty: 5049.102051
	Iteration 60F: 3 clusters Score -4918657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4918656.500000 Penalty: 5049.102051
	Iteration 61Q: 3 clusters Score -4918656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4918656.500000 Penalty: 5049.102051
	Iteration 62F: 3 clusters Score -4918656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Entering Unmasked Estep 
Score: -1652071.375000 Penalty: 2244.733643
	Iteration 0F: 2 clusters Score -1652071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1645356.875000 Penalty: 4489.467285
	Iteration 0F: 3 clusters Score -1645357 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1647245.125000 Penalty: 4489.467285
	Iteration 1F: 3 clusters Score -1647245 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1647543.250000 Penalty: 4489.467285
	Iteration 2F: 3 clusters Score -1647543 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1647752.125000 Penalty: 4489.467285
	Iteration 3F: 3 clusters Score -1647752 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1647894.375000 Penalty: 4489.467285
	Iteration 4Q: 3 clusters Score -1647894 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1647993.250000 Penalty: 4489.467285
	Iteration 5Q: 3 clusters Score -1647993 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1648093.500000 Penalty: 4489.467285
	Iteration 6Q: 3 clusters Score -1648094 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1648177.000000 Penalty: 4489.467285
	Iteration 7Q: 3 clusters Score -1648177 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1648258.500000 Penalty: 4489.467285
	Iteration 8Q: 3 clusters Score -1648258 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1648357.000000 Penalty: 4489.467285
	Iteration 9Q: 3 clusters Score -1648357 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1648477.875000 Penalty: 4489.467285
	Iteration 10Q: 3 clusters Score -1648478 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1648615.000000 Penalty: 4489.467285
	Iteration 11Q: 3 clusters Score -1648615 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1648771.250000 Penalty: 4489.467285
	Iteration 12Q: 3 clusters Score -1648771 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1648942.500000 Penalty: 4489.467285
	Iteration 13Q: 3 clusters Score -1648942 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1649132.625000 Penalty: 4489.467285
	Iteration 14Q: 3 clusters Score -1649133 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1649307.250000 Penalty: 4489.467285
	Iteration 15Q: 3 clusters Score -1649307 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1649488.500000 Penalty: 4489.467285
	Iteration 16Q: 3 clusters Score -1649488 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1649670.000000 Penalty: 4489.467285
	Iteration 17Q: 3 clusters Score -1649670 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1649820.750000 Penalty: 4489.467285
	Iteration 18Q: 3 clusters Score -1649821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1649931.000000 Penalty: 4489.467285
	Iteration 19Q: 3 clusters Score -1649931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1650020.625000 Penalty: 4489.467285
	Iteration 20F: 3 clusters Score -1650021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1650072.500000 Penalty: 4489.467285
	Iteration 21Q: 3 clusters Score -1650072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1650102.000000 Penalty: 4489.467285
	Iteration 22Q: 3 clusters Score -1650102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1650131.500000 Penalty: 4489.467285
	Iteration 23Q: 3 clusters Score -1650132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1650147.875000 Penalty: 4489.467285
	Iteration 24Q: 3 clusters Score -1650148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1650154.375000 Penalty: 4489.467285
	Iteration 25Q: 3 clusters Score -1650154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1650167.125000 Penalty: 4489.467285
	Iteration 26Q: 3 clusters Score -1650167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1650173.375000 Penalty: 4489.467285
	Iteration 27Q: 3 clusters Score -1650173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1650181.875000 Penalty: 4489.467285
	Iteration 28Q: 3 clusters Score -1650182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1650189.750000 Penalty: 4489.467285
	Iteration 29Q: 3 clusters Score -1650190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1650195.125000 Penalty: 4489.467285
	Iteration 30Q: 3 clusters Score -1650195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1650198.000000 Penalty: 4489.467285
	Iteration 31Q: 3 clusters Score -1650198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1650203.125000 Penalty: 4489.467285
	Iteration 32Q: 3 clusters Score -1650203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1650213.375000 Penalty: 4489.467285
	Iteration 33Q: 3 clusters Score -1650213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1650216.375000 Penalty: 4489.467285
	Iteration 34Q: 3 clusters Score -1650216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1650220.500000 Penalty: 4489.467285
	Iteration 35Q: 3 clusters Score -1650220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1650223.375000 Penalty: 4489.467285
	Iteration 36Q: 3 clusters Score -1650223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1650222.375000 Penalty: 4489.467285
	Iteration 37Q: 3 clusters Score -1650222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1650224.000000 Penalty: 4489.467285
	Iteration 38Q: 3 clusters Score -1650224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1650230.000000 Penalty: 4489.467285
	Iteration 39Q: 3 clusters Score -1650230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1650231.250000 Penalty: 4489.467285
	Iteration 40F: 3 clusters Score -1650231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1650230.500000 Penalty: 4489.467285
	Iteration 41Q: 3 clusters Score -1650230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1650234.125000 Penalty: 4489.467285
	Iteration 42Q: 3 clusters Score -1650234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1650234.125000 Penalty: 4489.467285
	Iteration 43Q: 3 clusters Score -1650234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1650233.250000 Penalty: 4489.467285
	Iteration 44Q: 3 clusters Score -1650233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1650233.250000 Penalty: 4489.467285
	Iteration 45F: 3 clusters Score -1650233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -118446.046875 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -118446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -116755.156250 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -116755.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117076.703125 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -117076.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117228.843750 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -117228.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117291.218750 Penalty: 3262.619141
	Iteration 3Q: 3 clusters Score -117291.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117375.718750 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -117375.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117428.406250 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -117428.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117490.375000 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -117490.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117534.703125 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -117534.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117567.203125 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -117567.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117609.726562 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -117609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117645.523438 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -117645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117707.078125 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -117707.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117719.843750 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -117719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117740.078125 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -117740.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117749.953125 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -117750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117760.359375 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -117760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117771.796875 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -117771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117785.523438 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -117785.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117795.320312 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -117795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117799.835938 Penalty: 3262.619141
	Iteration 19Q: 3 clusters Score -117799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117804.804688 Penalty: 3262.619141
	Iteration 20F: 3 clusters Score -117804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117805.289062 Penalty: 3262.619141
	Iteration 21Q: 3 clusters Score -117805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117805.289062 Penalty: 3262.619141
	Iteration 22F: 3 clusters Score -117805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Entering Unmasked Estep 
Score: -4967797.000000 Penalty: 2519.206543
	Iteration 0F: 2 clusters Score -4967797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4950430.500000 Penalty: 5038.413086
	Iteration 0F: 3 clusters Score -4950430 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4956440.000000 Penalty: 5038.413086
	Iteration 1F: 3 clusters Score -4956440 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4956850.500000 Penalty: 5038.413086
	Iteration 2Q: 3 clusters Score -4956850 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -4957279.500000 Penalty: 5038.413086
	Iteration 3Q: 3 clusters Score -4957280 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4957728.500000 Penalty: 5038.413086
	Iteration 4Q: 3 clusters Score -4957728 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -4958276.500000 Penalty: 5038.413086
	Iteration 5Q: 3 clusters Score -4958276 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4959105.500000 Penalty: 5038.413086
	Iteration 6F: 3 clusters Score -4959106 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4960292.500000 Penalty: 5038.413086
	Iteration 7F: 3 clusters Score -4960292 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4961798.000000 Penalty: 5038.413086
	Iteration 8F: 3 clusters Score -4961798 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4963375.000000 Penalty: 5038.413086
	Iteration 9F: 3 clusters Score -4963375 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4964580.000000 Penalty: 5038.413086
	Iteration 10F: 3 clusters Score -4964580 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4965151.500000 Penalty: 5038.413086
	Iteration 11Q: 3 clusters Score -4965152 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4965410.500000 Penalty: 5038.413086
	Iteration 12Q: 3 clusters Score -4965410 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4965555.500000 Penalty: 5038.413086
	Iteration 13Q: 3 clusters Score -4965556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4965617.000000 Penalty: 5038.413086
	Iteration 14Q: 3 clusters Score -4965617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4965647.000000 Penalty: 5038.413086
	Iteration 15Q: 3 clusters Score -4965647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4965659.500000 Penalty: 5038.413086
	Iteration 16Q: 3 clusters Score -4965660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4965673.500000 Penalty: 5038.413086
	Iteration 17Q: 3 clusters Score -4965674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4965681.000000 Penalty: 5038.413086
	Iteration 18Q: 3 clusters Score -4965681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4965688.500000 Penalty: 5038.413086
	Iteration 19Q: 3 clusters Score -4965688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4965695.500000 Penalty: 5038.413086
	Iteration 20F: 3 clusters Score -4965696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4965720.500000 Penalty: 5038.413086
	Iteration 21Q: 3 clusters Score -4965720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4965722.500000 Penalty: 5038.413086
	Iteration 22Q: 3 clusters Score -4965722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4965733.500000 Penalty: 5038.413086
	Iteration 23Q: 3 clusters Score -4965734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4965733.500000 Penalty: 5038.413086
	Iteration 24Q: 3 clusters Score -4965734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4965733.500000 Penalty: 5038.413086
	Iteration 25F: 3 clusters Score -4965734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Entering Unmasked Estep 
Score: -3046528.500000 Penalty: 2396.236572
	Iteration 0F: 2 clusters Score -3046528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3035168.500000 Penalty: 4792.473145
	Iteration 0F: 3 clusters Score -3035168 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3038780.000000 Penalty: 4792.473145
	Iteration 1F: 3 clusters Score -3038780 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3039153.750000 Penalty: 4792.473145
	Iteration 2F: 3 clusters Score -3039154 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3039468.500000 Penalty: 4792.473145
	Iteration 3Q: 3 clusters Score -3039468 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3039763.750000 Penalty: 4792.473145
	Iteration 4Q: 3 clusters Score -3039764 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -3040072.000000 Penalty: 4792.473145
	Iteration 5Q: 3 clusters Score -3040072 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3040469.750000 Penalty: 4792.473145
	Iteration 6Q: 3 clusters Score -3040470 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3041008.250000 Penalty: 4792.473145
	Iteration 7F: 3 clusters Score -3041008 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3041595.000000 Penalty: 4792.473145
	Iteration 8F: 3 clusters Score -3041595 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3042251.750000 Penalty: 4792.473145
	Iteration 9F: 3 clusters Score -3042252 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3042937.000000 Penalty: 4792.473145
	Iteration 10Q: 3 clusters Score -3042937 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3043497.500000 Penalty: 4792.473145
	Iteration 11Q: 3 clusters Score -3043498 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3043949.000000 Penalty: 4792.473145
	Iteration 12Q: 3 clusters Score -3043949 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3044238.750000 Penalty: 4792.473145
	Iteration 13Q: 3 clusters Score -3044239 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3044412.500000 Penalty: 4792.473145
	Iteration 14Q: 3 clusters Score -3044412 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3044515.500000 Penalty: 4792.473145
	Iteration 15Q: 3 clusters Score -3044516 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3044574.750000 Penalty: 4792.473145
	Iteration 16Q: 3 clusters Score -3044575 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3044613.750000 Penalty: 4792.473145
	Iteration 17Q: 3 clusters Score -3044614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3044645.250000 Penalty: 4792.473145
	Iteration 18Q: 3 clusters Score -3044645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3044677.750000 Penalty: 4792.473145
	Iteration 19Q: 3 clusters Score -3044678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3044691.500000 Penalty: 4792.473145
	Iteration 20F: 3 clusters Score -3044692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3044708.250000 Penalty: 4792.473145
	Iteration 21Q: 3 clusters Score -3044708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3044716.250000 Penalty: 4792.473145
	Iteration 22Q: 3 clusters Score -3044716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3044720.000000 Penalty: 4792.473145
	Iteration 23Q: 3 clusters Score -3044720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3044727.000000 Penalty: 4792.473145
	Iteration 24Q: 3 clusters Score -3044727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3044727.250000 Penalty: 4792.473145
	Iteration 25Q: 3 clusters Score -3044727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3044729.750000 Penalty: 4792.473145
	Iteration 26Q: 3 clusters Score -3044730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3044731.500000 Penalty: 4792.473145
	Iteration 27Q: 3 clusters Score -3044732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3044731.750000 Penalty: 4792.473145
	Iteration 28Q: 3 clusters Score -3044732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3044731.000000 Penalty: 4792.473145
	Iteration 29Q: 3 clusters Score -3044731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3044731.000000 Penalty: 4792.473145
	Iteration 30F: 3 clusters Score -3044731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119975.359375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119975.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120186.023438 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -120274.835938 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120318.531250 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120350.578125 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -120366.304688 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120366.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -120376.539062 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120376.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120382.445312 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120383.664062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120383.664062 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -120383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Entering Unmasked Estep 
Score: -4612434.500000 Penalty: 2495.372559
	Iteration 0F: 2 clusters Score -4612434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4596283.500000 Penalty: 4990.745117
	Iteration 0F: 3 clusters Score -4596284 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4601871.500000 Penalty: 4990.745117
	Iteration 1F: 3 clusters Score -4601872 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -4602342.000000 Penalty: 4990.745117
	Iteration 2F: 3 clusters Score -4602342 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -4602772.000000 Penalty: 4990.745117
	Iteration 3Q: 3 clusters Score -4602772 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4603271.500000 Penalty: 4990.745117
	Iteration 4Q: 3 clusters Score -4603272 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -4603838.000000 Penalty: 4990.745117
	Iteration 5Q: 3 clusters Score -4603838 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4604433.500000 Penalty: 4990.745117
	Iteration 6Q: 3 clusters Score -4604434 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4605141.500000 Penalty: 4990.745117
	Iteration 7F: 3 clusters Score -4605142 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4605982.500000 Penalty: 4990.745117
	Iteration 8F: 3 clusters Score -4605982 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -4606910.000000 Penalty: 4990.745117
	Iteration 9F: 3 clusters Score -4606910 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4607840.000000 Penalty: 4990.745117
	Iteration 10Q: 3 clusters Score -4607840 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4608600.500000 Penalty: 4990.745117
	Iteration 11Q: 3 clusters Score -4608600 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4609180.500000 Penalty: 4990.745117
	Iteration 12Q: 3 clusters Score -4609180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4609596.000000 Penalty: 4990.745117
	Iteration 13Q: 3 clusters Score -4609596 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4609876.000000 Penalty: 4990.745117
	Iteration 14Q: 3 clusters Score -4609876 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -4610023.000000 Penalty: 4990.745117
	Iteration 15Q: 3 clusters Score -4610023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -4610095.500000 Penalty: 4990.745117
	Iteration 16Q: 3 clusters Score -4610096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4610150.500000 Penalty: 4990.745117
	Iteration 17Q: 3 clusters Score -4610150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4610182.500000 Penalty: 4990.745117
	Iteration 18Q: 3 clusters Score -4610182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4610202.500000 Penalty: 4990.745117
	Iteration 19Q: 3 clusters Score -4610202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4610211.000000 Penalty: 4990.745117
	Iteration 20F: 3 clusters Score -4610211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4610221.000000 Penalty: 4990.745117
	Iteration 21Q: 3 clusters Score -4610221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4610227.000000 Penalty: 4990.745117
	Iteration 22Q: 3 clusters Score -4610227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4610231.500000 Penalty: 4990.745117
	Iteration 23Q: 3 clusters Score -4610232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4610234.500000 Penalty: 4990.745117
	Iteration 24Q: 3 clusters Score -4610234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4610235.500000 Penalty: 4990.745117
	Iteration 25Q: 3 clusters Score -4610236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4610236.500000 Penalty: 4990.745117
	Iteration 26Q: 3 clusters Score -4610236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4610237.000000 Penalty: 4990.745117
	Iteration 27Q: 3 clusters Score -4610237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4610240.500000 Penalty: 4990.745117
	Iteration 28Q: 3 clusters Score -4610240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4610240.500000 Penalty: 4990.745117
	Iteration 29F: 3 clusters Score -4610240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Entering Unmasked Estep 
Score: -3812411.250000 Penalty: 2436.099609
	Iteration 0F: 2 clusters Score -3812411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3800740.750000 Penalty: 4872.199219
	Iteration 0F: 3 clusters Score -3800741 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -3804968.000000 Penalty: 4872.199219
	Iteration 1F: 3 clusters Score -3804968 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3805297.000000 Penalty: 4872.199219
	Iteration 2F: 3 clusters Score -3805297 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3805585.500000 Penalty: 4872.199219
	Iteration 3Q: 3 clusters Score -3805586 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3805801.250000 Penalty: 4872.199219
	Iteration 4Q: 3 clusters Score -3805801 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3805957.250000 Penalty: 4872.199219
	Iteration 5Q: 3 clusters Score -3805957 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3806073.250000 Penalty: 4872.199219
	Iteration 6Q: 3 clusters Score -3806073 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3806197.250000 Penalty: 4872.199219
	Iteration 7Q: 3 clusters Score -3806197 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3806363.500000 Penalty: 4872.199219
	Iteration 8Q: 3 clusters Score -3806364 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3806527.250000 Penalty: 4872.199219
	Iteration 9Q: 3 clusters Score -3806527 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3806690.000000 Penalty: 4872.199219
	Iteration 10Q: 3 clusters Score -3806690 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3806856.750000 Penalty: 4872.199219
	Iteration 11Q: 3 clusters Score -3806857 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3807038.750000 Penalty: 4872.199219
	Iteration 12F: 3 clusters Score -3807039 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -3807293.750000 Penalty: 4872.199219
	Iteration 13Q: 3 clusters Score -3807294 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3807732.750000 Penalty: 4872.199219
	Iteration 14Q: 3 clusters Score -3807733 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3808251.500000 Penalty: 4872.199219
	Iteration 15Q: 3 clusters Score -3808252 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3808798.000000 Penalty: 4872.199219
	Iteration 16Q: 3 clusters Score -3808798 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3809307.500000 Penalty: 4872.199219
	Iteration 17Q: 3 clusters Score -3809308 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3809543.500000 Penalty: 4872.199219
	Iteration 18Q: 3 clusters Score -3809544 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3809745.000000 Penalty: 4872.199219
	Iteration 19Q: 3 clusters Score -3809745 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3809975.500000 Penalty: 4872.199219
	Iteration 20F: 3 clusters Score -3809976 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3809992.500000 Penalty: 4872.199219
	Iteration 21Q: 3 clusters Score -3809992 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3810067.000000 Penalty: 4872.199219
	Iteration 22Q: 3 clusters Score -3810067 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3810136.000000 Penalty: 4872.199219
	Iteration 23Q: 3 clusters Score -3810136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -3810067.250000 Penalty: 4872.199219
	Iteration 24Q: 3 clusters Score -3810067 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3810125.750000 Penalty: 4872.199219
	Iteration 25Q: 3 clusters Score -3810126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3810136.000000 Penalty: 4872.199219
	Iteration 26Q: 3 clusters Score -3810136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3810125.500000 Penalty: 4872.199219
	Iteration 27Q: 3 clusters Score -3810126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3810136.500000 Penalty: 4872.199219
	Iteration 28Q: 3 clusters Score -3810136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3810143.250000 Penalty: 4872.199219
	Iteration 29Q: 3 clusters Score -3810143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -3810116.250000 Penalty: 4872.199219
	Iteration 30Q: 3 clusters Score -3810116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3810123.500000 Penalty: 4872.199219
	Iteration 31Q: 3 clusters Score -3810124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3810143.000000 Penalty: 4872.199219
	Iteration 32Q: 3 clusters Score -3810143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3810140.250000 Penalty: 4872.199219
	Iteration 33Q: 3 clusters Score -3810140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3810147.500000 Penalty: 4872.199219
	Iteration 34Q: 3 clusters Score -3810148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3810161.000000 Penalty: 4872.199219
	Iteration 35Q: 3 clusters Score -3810161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3810152.500000 Penalty: 4872.199219
	Iteration 36Q: 3 clusters Score -3810152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3810149.500000 Penalty: 4872.199219
	Iteration 37Q: 3 clusters Score -3810150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3810178.250000 Penalty: 4872.199219
	Iteration 38Q: 3 clusters Score -3810178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3810177.250000 Penalty: 4872.199219
	Iteration 39Q: 3 clusters Score -3810177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3810177.250000 Penalty: 4872.199219
	Iteration 40F: 3 clusters Score -3810177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Entering Unmasked Estep 
Score: -4142525.500000 Penalty: 2457.610107
	Iteration 0F: 2 clusters Score -4142526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4129875.500000 Penalty: 4915.220215
	Iteration 0F: 3 clusters Score -4129876 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4134536.500000 Penalty: 4915.220215
	Iteration 1F: 3 clusters Score -4134536 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4134870.250000 Penalty: 4915.220215
	Iteration 2F: 3 clusters Score -4134870 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4135147.250000 Penalty: 4915.220215
	Iteration 3Q: 3 clusters Score -4135147 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4135377.750000 Penalty: 4915.220215
	Iteration 4Q: 3 clusters Score -4135378 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4135573.750000 Penalty: 4915.220215
	Iteration 5Q: 3 clusters Score -4135574 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4135756.250000 Penalty: 4915.220215
	Iteration 6Q: 3 clusters Score -4135756 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4135953.000000 Penalty: 4915.220215
	Iteration 7Q: 3 clusters Score -4135953 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4136223.250000 Penalty: 4915.220215
	Iteration 8Q: 3 clusters Score -4136223 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4136568.750000 Penalty: 4915.220215
	Iteration 9Q: 3 clusters Score -4136569 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4137015.250000 Penalty: 4915.220215
	Iteration 10F: 3 clusters Score -4137015 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4137535.000000 Penalty: 4915.220215
	Iteration 11Q: 3 clusters Score -4137535 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4138069.000000 Penalty: 4915.220215
	Iteration 12Q: 3 clusters Score -4138069 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4138505.250000 Penalty: 4915.220215
	Iteration 13Q: 3 clusters Score -4138505 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4138902.750000 Penalty: 4915.220215
	Iteration 14Q: 3 clusters Score -4138903 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4139177.000000 Penalty: 4915.220215
	Iteration 15Q: 3 clusters Score -4139177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4139372.500000 Penalty: 4915.220215
	Iteration 16Q: 3 clusters Score -4139372 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4139540.250000 Penalty: 4915.220215
	Iteration 17Q: 3 clusters Score -4139540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4139672.000000 Penalty: 4915.220215
	Iteration 18Q: 3 clusters Score -4139672 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4139773.000000 Penalty: 4915.220215
	Iteration 19Q: 3 clusters Score -4139773 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4139841.750000 Penalty: 4915.220215
	Iteration 20F: 3 clusters Score -4139842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4139902.500000 Penalty: 4915.220215
	Iteration 21Q: 3 clusters Score -4139902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4139941.000000 Penalty: 4915.220215
	Iteration 22Q: 3 clusters Score -4139941 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4139980.000000 Penalty: 4915.220215
	Iteration 23Q: 3 clusters Score -4139980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4140036.250000 Penalty: 4915.220215
	Iteration 24Q: 3 clusters Score -4140036 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4140083.000000 Penalty: 4915.220215
	Iteration 25Q: 3 clusters Score -4140083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4140107.750000 Penalty: 4915.220215
	Iteration 26Q: 3 clusters Score -4140108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4140130.250000 Penalty: 4915.220215
	Iteration 27Q: 3 clusters Score -4140130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4140149.750000 Penalty: 4915.220215
	Iteration 28Q: 3 clusters Score -4140150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4140160.250000 Penalty: 4915.220215
	Iteration 29Q: 3 clusters Score -4140160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4140175.750000 Penalty: 4915.220215
	Iteration 30Q: 3 clusters Score -4140176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4140191.250000 Penalty: 4915.220215
	Iteration 31Q: 3 clusters Score -4140191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4140205.000000 Penalty: 4915.220215
	Iteration 32Q: 3 clusters Score -4140205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4140220.500000 Penalty: 4915.220215
	Iteration 33Q: 3 clusters Score -4140220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4140230.750000 Penalty: 4915.220215
	Iteration 34Q: 3 clusters Score -4140231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4140240.000000 Penalty: 4915.220215
	Iteration 35Q: 3 clusters Score -4140240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4140252.000000 Penalty: 4915.220215
	Iteration 36Q: 3 clusters Score -4140252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4140246.000000 Penalty: 4915.220215
	Iteration 37Q: 3 clusters Score -4140246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4140260.250000 Penalty: 4915.220215
	Iteration 38Q: 3 clusters Score -4140260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4140258.750000 Penalty: 4915.220215
	Iteration 39Q: 3 clusters Score -4140259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4140260.750000 Penalty: 4915.220215
	Iteration 40F: 3 clusters Score -4140261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4140267.000000 Penalty: 4915.220215
	Iteration 41Q: 3 clusters Score -4140267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4140275.750000 Penalty: 4915.220215
	Iteration 42Q: 3 clusters Score -4140276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4140283.000000 Penalty: 4915.220215
	Iteration 43Q: 3 clusters Score -4140283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4140293.500000 Penalty: 4915.220215
	Iteration 44Q: 3 clusters Score -4140294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4140298.500000 Penalty: 4915.220215
	Iteration 45Q: 3 clusters Score -4140298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4140307.000000 Penalty: 4915.220215
	Iteration 46Q: 3 clusters Score -4140307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4140321.250000 Penalty: 4915.220215
	Iteration 47Q: 3 clusters Score -4140321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4140326.750000 Penalty: 4915.220215
	Iteration 48Q: 3 clusters Score -4140327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4140331.500000 Penalty: 4915.220215
	Iteration 49Q: 3 clusters Score -4140332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4140339.250000 Penalty: 4915.220215
	Iteration 50Q: 3 clusters Score -4140339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4140342.250000 Penalty: 4915.220215
	Iteration 51Q: 3 clusters Score -4140342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4140344.500000 Penalty: 4915.220215
	Iteration 52Q: 3 clusters Score -4140344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4140346.000000 Penalty: 4915.220215
	Iteration 53Q: 3 clusters Score -4140346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4140350.500000 Penalty: 4915.220215
	Iteration 54Q: 3 clusters Score -4140350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4140356.500000 Penalty: 4915.220215
	Iteration 55Q: 3 clusters Score -4140356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4140357.500000 Penalty: 4915.220215
	Iteration 56Q: 3 clusters Score -4140358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4140360.000000 Penalty: 4915.220215
	Iteration 57Q: 3 clusters Score -4140360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4140352.250000 Penalty: 4915.220215
	Iteration 58Q: 3 clusters Score -4140352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4140352.250000 Penalty: 4915.220215
	Iteration 59F: 3 clusters Score -4140352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Entering Unmasked Estep 
Score: -4576562.000000 Penalty: 2499.746582
	Iteration 0F: 2 clusters Score -4576562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4560187.000000 Penalty: 4999.493164
	Iteration 0F: 3 clusters Score -4560187 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4565910.000000 Penalty: 4999.493164
	Iteration 1F: 3 clusters Score -4565910 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4566339.500000 Penalty: 4999.493164
	Iteration 2F: 3 clusters Score -4566340 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4566656.000000 Penalty: 4999.493164
	Iteration 3Q: 3 clusters Score -4566656 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4566980.500000 Penalty: 4999.493164
	Iteration 4Q: 3 clusters Score -4566980 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4567305.500000 Penalty: 4999.493164
	Iteration 5Q: 3 clusters Score -4567306 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -4567702.500000 Penalty: 4999.493164
	Iteration 6Q: 3 clusters Score -4567702 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4568283.000000 Penalty: 4999.493164
	Iteration 7Q: 3 clusters Score -4568283 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4569033.000000 Penalty: 4999.493164
	Iteration 8F: 3 clusters Score -4569033 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4569985.500000 Penalty: 4999.493164
	Iteration 9F: 3 clusters Score -4569986 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4571116.500000 Penalty: 4999.493164
	Iteration 10F: 3 clusters Score -4571116 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4572206.500000 Penalty: 4999.493164
	Iteration 11F: 3 clusters Score -4572206 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4573037.000000 Penalty: 4999.493164
	Iteration 12Q: 3 clusters Score -4573037 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4573597.500000 Penalty: 4999.493164
	Iteration 13Q: 3 clusters Score -4573598 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4573940.500000 Penalty: 4999.493164
	Iteration 14Q: 3 clusters Score -4573940 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4574083.000000 Penalty: 4999.493164
	Iteration 15Q: 3 clusters Score -4574083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4574183.000000 Penalty: 4999.493164
	Iteration 16Q: 3 clusters Score -4574183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4574221.500000 Penalty: 4999.493164
	Iteration 17Q: 3 clusters Score -4574222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4574242.500000 Penalty: 4999.493164
	Iteration 18Q: 3 clusters Score -4574242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4574262.000000 Penalty: 4999.493164
	Iteration 19Q: 3 clusters Score -4574262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4574277.000000 Penalty: 4999.493164
	Iteration 20F: 3 clusters Score -4574277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4574290.000000 Penalty: 4999.493164
	Iteration 21Q: 3 clusters Score -4574290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4574303.000000 Penalty: 4999.493164
	Iteration 22Q: 3 clusters Score -4574303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4574313.500000 Penalty: 4999.493164
	Iteration 23Q: 3 clusters Score -4574314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4574316.500000 Penalty: 4999.493164
	Iteration 24Q: 3 clusters Score -4574316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4574320.500000 Penalty: 4999.493164
	Iteration 25Q: 3 clusters Score -4574320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4574328.000000 Penalty: 4999.493164
	Iteration 26Q: 3 clusters Score -4574328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4574326.000000 Penalty: 4999.493164
	Iteration 27Q: 3 clusters Score -4574326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4574326.000000 Penalty: 4999.493164
	Iteration 28F: 3 clusters Score -4574326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Entering Unmasked Estep 
Score: -3428255.000000 Penalty: 2441.207520
	Iteration 0F: 2 clusters Score -3428255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3414923.500000 Penalty: 4882.415039
	Iteration 0F: 3 clusters Score -3414924 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3419240.250000 Penalty: 4882.415039
	Iteration 1F: 3 clusters Score -3419240 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3419599.250000 Penalty: 4882.415039
	Iteration 2F: 3 clusters Score -3419599 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3419926.500000 Penalty: 4882.415039
	Iteration 3Q: 3 clusters Score -3419926 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -3420283.000000 Penalty: 4882.415039
	Iteration 4Q: 3 clusters Score -3420283 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3420692.750000 Penalty: 4882.415039
	Iteration 5Q: 3 clusters Score -3420693 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -3421200.750000 Penalty: 4882.415039
	Iteration 6Q: 3 clusters Score -3421201 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3421872.250000 Penalty: 4882.415039
	Iteration 7F: 3 clusters Score -3421872 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3422828.250000 Penalty: 4882.415039
	Iteration 8F: 3 clusters Score -3422828 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3423837.750000 Penalty: 4882.415039
	Iteration 9F: 3 clusters Score -3423838 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3424756.750000 Penalty: 4882.415039
	Iteration 10F: 3 clusters Score -3424757 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3425373.500000 Penalty: 4882.415039
	Iteration 11Q: 3 clusters Score -3425374 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -3425681.750000 Penalty: 4882.415039
	Iteration 12Q: 3 clusters Score -3425682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3425857.750000 Penalty: 4882.415039
	Iteration 13Q: 3 clusters Score -3425858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3425958.750000 Penalty: 4882.415039
	Iteration 14Q: 3 clusters Score -3425959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -3426023.500000 Penalty: 4882.415039
	Iteration 15Q: 3 clusters Score -3426024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -3426045.000000 Penalty: 4882.415039
	Iteration 16Q: 3 clusters Score -3426045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3426059.500000 Penalty: 4882.415039
	Iteration 17Q: 3 clusters Score -3426060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3426066.500000 Penalty: 4882.415039
	Iteration 18Q: 3 clusters Score -3426066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3426074.250000 Penalty: 4882.415039
	Iteration 19Q: 3 clusters Score -3426074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3426083.500000 Penalty: 4882.415039
	Iteration 20F: 3 clusters Score -3426084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3426094.750000 Penalty: 4882.415039
	Iteration 21Q: 3 clusters Score -3426095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3426106.750000 Penalty: 4882.415039
	Iteration 22Q: 3 clusters Score -3426107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3426122.250000 Penalty: 4882.415039
	Iteration 23Q: 3 clusters Score -3426122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3426120.750000 Penalty: 4882.415039
	Iteration 24Q: 3 clusters Score -3426121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3426133.000000 Penalty: 4882.415039
	Iteration 25Q: 3 clusters Score -3426133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3426139.500000 Penalty: 4882.415039
	Iteration 26Q: 3 clusters Score -3426140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3426147.000000 Penalty: 4882.415039
	Iteration 27Q: 3 clusters Score -3426147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3426152.250000 Penalty: 4882.415039
	Iteration 28Q: 3 clusters Score -3426152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -3426158.750000 Penalty: 4882.415039
	Iteration 29Q: 3 clusters Score -3426159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3426153.750000 Penalty: 4882.415039
	Iteration 30Q: 3 clusters Score -3426154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3426153.750000 Penalty: 4882.415039
	Iteration 31F: 3 clusters Score -3426154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Entering Unmasked Estep 
Score: -1567062.875000 Penalty: 2241.896973
	Iteration 0F: 2 clusters Score -1567063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1560308.000000 Penalty: 4483.793945
	Iteration 0F: 3 clusters Score -1560308 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1562062.375000 Penalty: 4483.793945
	Iteration 1F: 3 clusters Score -1562062 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1562361.000000 Penalty: 4483.793945
	Iteration 2F: 3 clusters Score -1562361 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1562585.000000 Penalty: 4483.793945
	Iteration 3F: 3 clusters Score -1562585 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1562794.125000 Penalty: 4483.793945
	Iteration 4Q: 3 clusters Score -1562794 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1562940.125000 Penalty: 4483.793945
	Iteration 5Q: 3 clusters Score -1562940 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1563065.750000 Penalty: 4483.793945
	Iteration 6Q: 3 clusters Score -1563066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1563192.875000 Penalty: 4483.793945
	Iteration 7Q: 3 clusters Score -1563193 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1563308.000000 Penalty: 4483.793945
	Iteration 8Q: 3 clusters Score -1563308 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1563400.625000 Penalty: 4483.793945
	Iteration 9Q: 3 clusters Score -1563401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1563500.250000 Penalty: 4483.793945
	Iteration 10Q: 3 clusters Score -1563500 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1563634.000000 Penalty: 4483.793945
	Iteration 11Q: 3 clusters Score -1563634 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1563778.000000 Penalty: 4483.793945
	Iteration 12Q: 3 clusters Score -1563778 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1563934.375000 Penalty: 4483.793945
	Iteration 13Q: 3 clusters Score -1563934 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1564078.625000 Penalty: 4483.793945
	Iteration 14Q: 3 clusters Score -1564079 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1564220.125000 Penalty: 4483.793945
	Iteration 15Q: 3 clusters Score -1564220 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1564369.625000 Penalty: 4483.793945
	Iteration 16Q: 3 clusters Score -1564370 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1564505.875000 Penalty: 4483.793945
	Iteration 17Q: 3 clusters Score -1564506 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1564610.000000 Penalty: 4483.793945
	Iteration 18Q: 3 clusters Score -1564610 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1564700.250000 Penalty: 4483.793945
	Iteration 19Q: 3 clusters Score -1564700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1564782.125000 Penalty: 4483.793945
	Iteration 20F: 3 clusters Score -1564782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1564826.500000 Penalty: 4483.793945
	Iteration 21Q: 3 clusters Score -1564826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1564878.625000 Penalty: 4483.793945
	Iteration 22Q: 3 clusters Score -1564879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1564928.500000 Penalty: 4483.793945
	Iteration 23Q: 3 clusters Score -1564928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1564976.000000 Penalty: 4483.793945
	Iteration 24Q: 3 clusters Score -1564976 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1565021.875000 Penalty: 4483.793945
	Iteration 25Q: 3 clusters Score -1565022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1565044.625000 Penalty: 4483.793945
	Iteration 26Q: 3 clusters Score -1565045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1565063.625000 Penalty: 4483.793945
	Iteration 27Q: 3 clusters Score -1565064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1565082.000000 Penalty: 4483.793945
	Iteration 28Q: 3 clusters Score -1565082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1565097.375000 Penalty: 4483.793945
	Iteration 29Q: 3 clusters Score -1565097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1565110.125000 Penalty: 4483.793945
	Iteration 30Q: 3 clusters Score -1565110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1565116.750000 Penalty: 4483.793945
	Iteration 31Q: 3 clusters Score -1565117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1565118.375000 Penalty: 4483.793945
	Iteration 32Q: 3 clusters Score -1565118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1565123.875000 Penalty: 4483.793945
	Iteration 33Q: 3 clusters Score -1565124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1565131.125000 Penalty: 4483.793945
	Iteration 34Q: 3 clusters Score -1565131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1565136.375000 Penalty: 4483.793945
	Iteration 35Q: 3 clusters Score -1565136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1565138.375000 Penalty: 4483.793945
	Iteration 36Q: 3 clusters Score -1565138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1565138.375000 Penalty: 4483.793945
	Iteration 37F: 3 clusters Score -1565138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -2425599.750000 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -2425600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2416805.250000 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -2416805 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2419460.000000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -2419460 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2419770.250000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -2419770 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2420016.500000 Penalty: 4654.192871
	Iteration 3Q: 3 clusters Score -2420016 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2420208.250000 Penalty: 4654.192871
	Iteration 4Q: 3 clusters Score -2420208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2420410.500000 Penalty: 4654.192871
	Iteration 5Q: 3 clusters Score -2420410 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2420602.250000 Penalty: 4654.192871
	Iteration 6Q: 3 clusters Score -2420602 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2420779.000000 Penalty: 4654.192871
	Iteration 7Q: 3 clusters Score -2420779 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2420963.500000 Penalty: 4654.192871
	Iteration 8Q: 3 clusters Score -2420964 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2421159.250000 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -2421159 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2421419.500000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -2421420 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2421685.000000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -2421685 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2421976.500000 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -2421976 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2422256.750000 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -2422257 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2422535.250000 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -2422535 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2422799.750000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -2422800 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2423069.250000 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -2423069 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2423332.750000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -2423333 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2423537.500000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -2423538 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2423671.750000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -2423672 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2423742.500000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -2423742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2423764.000000 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -2423764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2423773.000000 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -2423773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2423783.500000 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -2423784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2423790.250000 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -2423790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2423787.250000 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -2423787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2423796.500000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -2423796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2423803.250000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -2423803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2423803.500000 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -2423804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2423808.250000 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -2423808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2423808.750000 Penalty: 4654.192871
	Iteration 30Q: 3 clusters Score -2423809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2423807.000000 Penalty: 4654.192871
	Iteration 31Q: 3 clusters Score -2423807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2423806.250000 Penalty: 4654.192871
	Iteration 32Q: 3 clusters Score -2423806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2423809.500000 Penalty: 4654.192871
	Iteration 33Q: 3 clusters Score -2423810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2423812.500000 Penalty: 4654.192871
	Iteration 34Q: 3 clusters Score -2423812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2423814.750000 Penalty: 4654.192871
	Iteration 35Q: 3 clusters Score -2423815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2423814.500000 Penalty: 4654.192871
	Iteration 36Q: 3 clusters Score -2423814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2423816.250000 Penalty: 4654.192871
	Iteration 37Q: 3 clusters Score -2423816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2423814.500000 Penalty: 4654.192871
	Iteration 38Q: 3 clusters Score -2423814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2423814.500000 Penalty: 4654.192871
	Iteration 39F: 3 clusters Score -2423814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Entering Unmasked Estep 
Score: -4944685.500000 Penalty: 2516.781982
	Iteration 0F: 2 clusters Score -4944686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4927175.000000 Penalty: 5033.563965
	Iteration 0F: 3 clusters Score -4927175 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4933269.500000 Penalty: 5033.563965
	Iteration 1F: 3 clusters Score -4933270 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4933774.500000 Penalty: 5033.563965
	Iteration 2F: 3 clusters Score -4933774 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4934335.500000 Penalty: 5033.563965
	Iteration 3F: 3 clusters Score -4934336 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4935021.000000 Penalty: 5033.563965
	Iteration 4F: 3 clusters Score -4935021 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -4935950.500000 Penalty: 5033.563965
	Iteration 5F: 3 clusters Score -4935950 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4937078.500000 Penalty: 5033.563965
	Iteration 6F: 3 clusters Score -4937078 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4938389.000000 Penalty: 5033.563965
	Iteration 7F: 3 clusters Score -4938389 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4939666.500000 Penalty: 5033.563965
	Iteration 8F: 3 clusters Score -4939666 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -4940758.000000 Penalty: 5033.563965
	Iteration 9Q: 3 clusters Score -4940758 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4941426.500000 Penalty: 5033.563965
	Iteration 10Q: 3 clusters Score -4941426 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4941736.000000 Penalty: 5033.563965
	Iteration 11Q: 3 clusters Score -4941736 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -4941906.500000 Penalty: 5033.563965
	Iteration 12Q: 3 clusters Score -4941906 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4942032.500000 Penalty: 5033.563965
	Iteration 13Q: 3 clusters Score -4942032 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4942117.000000 Penalty: 5033.563965
	Iteration 14Q: 3 clusters Score -4942117 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4942165.500000 Penalty: 5033.563965
	Iteration 15Q: 3 clusters Score -4942166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4942202.000000 Penalty: 5033.563965
	Iteration 16Q: 3 clusters Score -4942202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4942221.000000 Penalty: 5033.563965
	Iteration 17Q: 3 clusters Score -4942221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4942235.500000 Penalty: 5033.563965
	Iteration 18Q: 3 clusters Score -4942236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -4942260.500000 Penalty: 5033.563965
	Iteration 19Q: 3 clusters Score -4942260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4942275.000000 Penalty: 5033.563965
	Iteration 20F: 3 clusters Score -4942275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4942284.000000 Penalty: 5033.563965
	Iteration 21Q: 3 clusters Score -4942284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -4942296.500000 Penalty: 5033.563965
	Iteration 22Q: 3 clusters Score -4942296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -4942313.500000 Penalty: 5033.563965
	Iteration 23Q: 3 clusters Score -4942314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4942325.000000 Penalty: 5033.563965
	Iteration 24Q: 3 clusters Score -4942325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4942346.500000 Penalty: 5033.563965
	Iteration 25Q: 3 clusters Score -4942346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -4942354.500000 Penalty: 5033.563965
	Iteration 26Q: 3 clusters Score -4942354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4942365.500000 Penalty: 5033.563965
	Iteration 27Q: 3 clusters Score -4942366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -4942370.500000 Penalty: 5033.563965
	Iteration 28Q: 3 clusters Score -4942370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4942381.000000 Penalty: 5033.563965
	Iteration 29Q: 3 clusters Score -4942381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4942384.500000 Penalty: 5033.563965
	Iteration 30Q: 3 clusters Score -4942384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4942397.500000 Penalty: 5033.563965
	Iteration 31Q: 3 clusters Score -4942398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4942399.000000 Penalty: 5033.563965
	Iteration 32Q: 3 clusters Score -4942399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -4942407.000000 Penalty: 5033.563965
	Iteration 33Q: 3 clusters Score -4942407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4942415.500000 Penalty: 5033.563965
	Iteration 34Q: 3 clusters Score -4942416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -4942417.000000 Penalty: 5033.563965
	Iteration 35Q: 3 clusters Score -4942417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4942422.500000 Penalty: 5033.563965
	Iteration 36Q: 3 clusters Score -4942422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4942424.500000 Penalty: 5033.563965
	Iteration 37Q: 3 clusters Score -4942424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -4942437.500000 Penalty: 5033.563965
	Iteration 38Q: 3 clusters Score -4942438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4942443.500000 Penalty: 5033.563965
	Iteration 39Q: 3 clusters Score -4942444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -4942443.000000 Penalty: 5033.563965
	Iteration 40F: 3 clusters Score -4942443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -4942443.500000 Penalty: 5033.563965
	Iteration 41Q: 3 clusters Score -4942444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4942444.000000 Penalty: 5033.563965
	Iteration 42Q: 3 clusters Score -4942444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4942442.000000 Penalty: 5033.563965
	Iteration 43Q: 3 clusters Score -4942442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -4942440.000000 Penalty: 5033.563965
	Iteration 44Q: 3 clusters Score -4942440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4942448.000000 Penalty: 5033.563965
	Iteration 45Q: 3 clusters Score -4942448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4942441.500000 Penalty: 5033.563965
	Iteration 46Q: 3 clusters Score -4942442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -4942442.000000 Penalty: 5033.563965
	Iteration 47Q: 3 clusters Score -4942442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -4942447.000000 Penalty: 5033.563965
	Iteration 48Q: 3 clusters Score -4942447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -4942457.000000 Penalty: 5033.563965
	Iteration 49Q: 3 clusters Score -4942457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4942455.500000 Penalty: 5033.563965
	Iteration 50Q: 3 clusters Score -4942456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4942467.500000 Penalty: 5033.563965
	Iteration 51Q: 3 clusters Score -4942468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -4942470.000000 Penalty: 5033.563965
	Iteration 52Q: 3 clusters Score -4942470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -4942479.500000 Penalty: 5033.563965
	Iteration 53Q: 3 clusters Score -4942480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4942476.000000 Penalty: 5033.563965
	Iteration 54Q: 3 clusters Score -4942476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4942487.000000 Penalty: 5033.563965
	Iteration 55Q: 3 clusters Score -4942487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4942491.000000 Penalty: 5033.563965
	Iteration 56Q: 3 clusters Score -4942491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4942496.000000 Penalty: 5033.563965
	Iteration 57Q: 3 clusters Score -4942496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -4942495.000000 Penalty: 5033.563965
	Iteration 58Q: 3 clusters Score -4942495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4942498.000000 Penalty: 5033.563965
	Iteration 59Q: 3 clusters Score -4942498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -4942503.000000 Penalty: 5033.563965
	Iteration 60F: 3 clusters Score -4942503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4942505.500000 Penalty: 5033.563965
	Iteration 61Q: 3 clusters Score -4942506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4942504.500000 Penalty: 5033.563965
	Iteration 62Q: 3 clusters Score -4942504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4942505.000000 Penalty: 5033.563965
	Iteration 63Q: 3 clusters Score -4942505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4942505.000000 Penalty: 5033.563965
	Iteration 64F: 3 clusters Score -4942505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -32444.984375 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32444.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32546.664062 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32546.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32554.923828 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32554.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32554.923828 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32554.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Entering Unmasked Estep 
Score: -4650857.500000 Penalty: 2511.523682
	Iteration 0F: 2 clusters Score -4650858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4633612.000000 Penalty: 5023.047363
	Iteration 0F: 3 clusters Score -4633612 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4639640.000000 Penalty: 5023.047363
	Iteration 1F: 3 clusters Score -4639640 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4640160.000000 Penalty: 5023.047363
	Iteration 2F: 3 clusters Score -4640160 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4640689.500000 Penalty: 5023.047363
	Iteration 3Q: 3 clusters Score -4640690 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4641229.500000 Penalty: 5023.047363
	Iteration 4Q: 3 clusters Score -4641230 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4641737.000000 Penalty: 5023.047363
	Iteration 5Q: 3 clusters Score -4641737 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4642310.000000 Penalty: 5023.047363
	Iteration 6Q: 3 clusters Score -4642310 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4642911.000000 Penalty: 5023.047363
	Iteration 7Q: 3 clusters Score -4642911 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4643574.500000 Penalty: 5023.047363
	Iteration 8Q: 3 clusters Score -4643574 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4644358.500000 Penalty: 5023.047363
	Iteration 9Q: 3 clusters Score -4644358 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4645023.000000 Penalty: 5023.047363
	Iteration 10Q: 3 clusters Score -4645023 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -4645549.500000 Penalty: 5023.047363
	Iteration 11Q: 3 clusters Score -4645550 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4645962.500000 Penalty: 5023.047363
	Iteration 12Q: 3 clusters Score -4645962 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4646202.500000 Penalty: 5023.047363
	Iteration 13Q: 3 clusters Score -4646202 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4646422.500000 Penalty: 5023.047363
	Iteration 14Q: 3 clusters Score -4646422 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4646673.500000 Penalty: 5023.047363
	Iteration 15Q: 3 clusters Score -4646674 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4646885.500000 Penalty: 5023.047363
	Iteration 16Q: 3 clusters Score -4646886 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4647067.500000 Penalty: 5023.047363
	Iteration 17Q: 3 clusters Score -4647068 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4647252.500000 Penalty: 5023.047363
	Iteration 18Q: 3 clusters Score -4647252 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4647401.500000 Penalty: 5023.047363
	Iteration 19Q: 3 clusters Score -4647402 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4647556.500000 Penalty: 5023.047363
	Iteration 20F: 3 clusters Score -4647556 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4647729.000000 Penalty: 5023.047363
	Iteration 21Q: 3 clusters Score -4647729 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4647851.000000 Penalty: 5023.047363
	Iteration 22Q: 3 clusters Score -4647851 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4647975.000000 Penalty: 5023.047363
	Iteration 23Q: 3 clusters Score -4647975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4648083.500000 Penalty: 5023.047363
	Iteration 24Q: 3 clusters Score -4648084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -4648178.000000 Penalty: 5023.047363
	Iteration 25Q: 3 clusters Score -4648178 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4648253.000000 Penalty: 5023.047363
	Iteration 26Q: 3 clusters Score -4648253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4648341.000000 Penalty: 5023.047363
	Iteration 27Q: 3 clusters Score -4648341 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4648408.500000 Penalty: 5023.047363
	Iteration 28Q: 3 clusters Score -4648408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4648468.500000 Penalty: 5023.047363
	Iteration 29Q: 3 clusters Score -4648468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4648513.000000 Penalty: 5023.047363
	Iteration 30Q: 3 clusters Score -4648513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4648539.000000 Penalty: 5023.047363
	Iteration 31Q: 3 clusters Score -4648539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4648557.500000 Penalty: 5023.047363
	Iteration 32Q: 3 clusters Score -4648558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4648576.000000 Penalty: 5023.047363
	Iteration 33Q: 3 clusters Score -4648576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4648584.500000 Penalty: 5023.047363
	Iteration 34Q: 3 clusters Score -4648584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4648603.500000 Penalty: 5023.047363
	Iteration 35Q: 3 clusters Score -4648604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4648626.000000 Penalty: 5023.047363
	Iteration 36Q: 3 clusters Score -4648626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4648647.500000 Penalty: 5023.047363
	Iteration 37Q: 3 clusters Score -4648648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4648661.000000 Penalty: 5023.047363
	Iteration 38Q: 3 clusters Score -4648661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4648675.000000 Penalty: 5023.047363
	Iteration 39Q: 3 clusters Score -4648675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4648682.000000 Penalty: 5023.047363
	Iteration 40F: 3 clusters Score -4648682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4648696.000000 Penalty: 5023.047363
	Iteration 41Q: 3 clusters Score -4648696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4648700.000000 Penalty: 5023.047363
	Iteration 42Q: 3 clusters Score -4648700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4648714.500000 Penalty: 5023.047363
	Iteration 43Q: 3 clusters Score -4648714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4648722.500000 Penalty: 5023.047363
	Iteration 44Q: 3 clusters Score -4648722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4648728.000000 Penalty: 5023.047363
	Iteration 45Q: 3 clusters Score -4648728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4648730.000000 Penalty: 5023.047363
	Iteration 46Q: 3 clusters Score -4648730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4648730.000000 Penalty: 5023.047363
	Iteration 47Q: 3 clusters Score -4648730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4648727.500000 Penalty: 5023.047363
	Iteration 48Q: 3 clusters Score -4648728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4648727.500000 Penalty: 5023.047363
	Iteration 49F: 3 clusters Score -4648728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Entering Unmasked Estep 
Score: -5962863.000000 Penalty: 2570.915039
	Iteration 0F: 2 clusters Score -5962863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -5941642.500000 Penalty: 5141.830078
	Iteration 0F: 3 clusters Score -5941642 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5949236.500000 Penalty: 5141.830078
	Iteration 1F: 3 clusters Score -5949236 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -5949663.000000 Penalty: 5141.830078
	Iteration 2Q: 3 clusters Score -5949663 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5950021.000000 Penalty: 5141.830078
	Iteration 3Q: 3 clusters Score -5950021 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5950362.500000 Penalty: 5141.830078
	Iteration 4Q: 3 clusters Score -5950362 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -5950747.500000 Penalty: 5141.830078
	Iteration 5Q: 3 clusters Score -5950748 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5951141.000000 Penalty: 5141.830078
	Iteration 6Q: 3 clusters Score -5951141 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5951586.000000 Penalty: 5141.830078
	Iteration 7Q: 3 clusters Score -5951586 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5952217.000000 Penalty: 5141.830078
	Iteration 8Q: 3 clusters Score -5952217 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5953154.500000 Penalty: 5141.830078
	Iteration 9Q: 3 clusters Score -5953154 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5954476.000000 Penalty: 5141.830078
	Iteration 10F: 3 clusters Score -5954476 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -5955963.000000 Penalty: 5141.830078
	Iteration 11F: 3 clusters Score -5955963 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5957267.500000 Penalty: 5141.830078
	Iteration 12F: 3 clusters Score -5957268 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -5958105.000000 Penalty: 5141.830078
	Iteration 13Q: 3 clusters Score -5958105 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -5958470.000000 Penalty: 5141.830078
	Iteration 14Q: 3 clusters Score -5958470 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5958741.500000 Penalty: 5141.830078
	Iteration 15Q: 3 clusters Score -5958742 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5958898.000000 Penalty: 5141.830078
	Iteration 16Q: 3 clusters Score -5958898 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5959028.500000 Penalty: 5141.830078
	Iteration 17Q: 3 clusters Score -5959028 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5959156.000000 Penalty: 5141.830078
	Iteration 18Q: 3 clusters Score -5959156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -5959309.000000 Penalty: 5141.830078
	Iteration 19Q: 3 clusters Score -5959309 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5959400.000000 Penalty: 5141.830078
	Iteration 20F: 3 clusters Score -5959400 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5959498.000000 Penalty: 5141.830078
	Iteration 21Q: 3 clusters Score -5959498 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5959633.000000 Penalty: 5141.830078
	Iteration 22Q: 3 clusters Score -5959633 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5959735.500000 Penalty: 5141.830078
	Iteration 23Q: 3 clusters Score -5959736 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5959839.000000 Penalty: 5141.830078
	Iteration 24Q: 3 clusters Score -5959839 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -5959915.000000 Penalty: 5141.830078
	Iteration 25Q: 3 clusters Score -5959915 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -5960017.500000 Penalty: 5141.830078
	Iteration 26Q: 3 clusters Score -5960018 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5960138.000000 Penalty: 5141.830078
	Iteration 27Q: 3 clusters Score -5960138 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5960265.500000 Penalty: 5141.830078
	Iteration 28Q: 3 clusters Score -5960266 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5960333.000000 Penalty: 5141.830078
	Iteration 29Q: 3 clusters Score -5960333 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5960375.000000 Penalty: 5141.830078
	Iteration 30Q: 3 clusters Score -5960375 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5960393.500000 Penalty: 5141.830078
	Iteration 31Q: 3 clusters Score -5960394 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5960461.500000 Penalty: 5141.830078
	Iteration 32Q: 3 clusters Score -5960462 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5960508.500000 Penalty: 5141.830078
	Iteration 33Q: 3 clusters Score -5960508 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5960533.000000 Penalty: 5141.830078
	Iteration 34Q: 3 clusters Score -5960533 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5960596.000000 Penalty: 5141.830078
	Iteration 35Q: 3 clusters Score -5960596 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5960616.500000 Penalty: 5141.830078
	Iteration 36Q: 3 clusters Score -5960616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5960617.500000 Penalty: 5141.830078
	Iteration 37Q: 3 clusters Score -5960618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5960650.000000 Penalty: 5141.830078
	Iteration 38Q: 3 clusters Score -5960650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5960658.500000 Penalty: 5141.830078
	Iteration 39Q: 3 clusters Score -5960658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5960677.500000 Penalty: 5141.830078
	Iteration 40F: 3 clusters Score -5960678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5960712.500000 Penalty: 5141.830078
	Iteration 41Q: 3 clusters Score -5960712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5960709.500000 Penalty: 5141.830078
	Iteration 42Q: 3 clusters Score -5960710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5960729.000000 Penalty: 5141.830078
	Iteration 43Q: 3 clusters Score -5960729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5960745.000000 Penalty: 5141.830078
	Iteration 44Q: 3 clusters Score -5960745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5960759.500000 Penalty: 5141.830078
	Iteration 45Q: 3 clusters Score -5960760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5960767.500000 Penalty: 5141.830078
	Iteration 46Q: 3 clusters Score -5960768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5960758.500000 Penalty: 5141.830078
	Iteration 47Q: 3 clusters Score -5960758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5960761.500000 Penalty: 5141.830078
	Iteration 48Q: 3 clusters Score -5960762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5960759.500000 Penalty: 5141.830078
	Iteration 49Q: 3 clusters Score -5960760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5960773.000000 Penalty: 5141.830078
	Iteration 50Q: 3 clusters Score -5960773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5960779.500000 Penalty: 5141.830078
	Iteration 51Q: 3 clusters Score -5960780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5960783.000000 Penalty: 5141.830078
	Iteration 52Q: 3 clusters Score -5960783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5960780.500000 Penalty: 5141.830078
	Iteration 53Q: 3 clusters Score -5960780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5960783.000000 Penalty: 5141.830078
	Iteration 54Q: 3 clusters Score -5960783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5960782.000000 Penalty: 5141.830078
	Iteration 55Q: 3 clusters Score -5960782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5960777.500000 Penalty: 5141.830078
	Iteration 56Q: 3 clusters Score -5960778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5960777.500000 Penalty: 5141.830078
	Iteration 57F: 3 clusters Score -5960778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Entering Unmasked Estep 
Score: -6842901.500000 Penalty: 2606.213135
	Iteration 0F: 2 clusters Score -6842902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -6819204.000000 Penalty: 5212.426270
	Iteration 0F: 3 clusters Score -6819204 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -6828453.500000 Penalty: 5212.426270
	Iteration 1F: 3 clusters Score -6828454 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -6828943.500000 Penalty: 5212.426270
	Iteration 2Q: 3 clusters Score -6828944 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -6829429.500000 Penalty: 5212.426270
	Iteration 3Q: 3 clusters Score -6829430 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6829951.500000 Penalty: 5212.426270
	Iteration 4Q: 3 clusters Score -6829952 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -6830646.000000 Penalty: 5212.426270
	Iteration 5Q: 3 clusters Score -6830646 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -6831553.500000 Penalty: 5212.426270
	Iteration 6Q: 3 clusters Score -6831554 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -6832912.000000 Penalty: 5212.426270
	Iteration 7F: 3 clusters Score -6832912 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -6834708.500000 Penalty: 5212.426270
	Iteration 8F: 3 clusters Score -6834708 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6836525.000000 Penalty: 5212.426270
	Iteration 9F: 3 clusters Score -6836525 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6838089.500000 Penalty: 5212.426270
	Iteration 10F: 3 clusters Score -6838090 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6839191.500000 Penalty: 5212.426270
	Iteration 11Q: 3 clusters Score -6839192 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6839828.000000 Penalty: 5212.426270
	Iteration 12Q: 3 clusters Score -6839828 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6840158.000000 Penalty: 5212.426270
	Iteration 13Q: 3 clusters Score -6840158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6840308.000000 Penalty: 5212.426270
	Iteration 14Q: 3 clusters Score -6840308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6840389.000000 Penalty: 5212.426270
	Iteration 15Q: 3 clusters Score -6840389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6840429.500000 Penalty: 5212.426270
	Iteration 16Q: 3 clusters Score -6840430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6840476.000000 Penalty: 5212.426270
	Iteration 17Q: 3 clusters Score -6840476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6840488.500000 Penalty: 5212.426270
	Iteration 18Q: 3 clusters Score -6840488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6840493.000000 Penalty: 5212.426270
	Iteration 19Q: 3 clusters Score -6840493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6840501.500000 Penalty: 5212.426270
	Iteration 20F: 3 clusters Score -6840502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6840512.000000 Penalty: 5212.426270
	Iteration 21Q: 3 clusters Score -6840512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6840518.000000 Penalty: 5212.426270
	Iteration 22Q: 3 clusters Score -6840518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6840523.000000 Penalty: 5212.426270
	Iteration 23Q: 3 clusters Score -6840523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6840523.500000 Penalty: 5212.426270
	Iteration 24Q: 3 clusters Score -6840524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6840524.000000 Penalty: 5212.426270
	Iteration 25Q: 3 clusters Score -6840524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6840524.000000 Penalty: 5212.426270
	Iteration 26F: 3 clusters Score -6840524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Entering Unmasked Estep 
Score: -4862747.000000 Penalty: 2511.454102
	Iteration 0F: 2 clusters Score -4862747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4845593.500000 Penalty: 5022.908203
	Iteration 0F: 3 clusters Score -4845594 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4851566.000000 Penalty: 5022.908203
	Iteration 1F: 3 clusters Score -4851566 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4851910.000000 Penalty: 5022.908203
	Iteration 2Q: 3 clusters Score -4851910 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4852213.500000 Penalty: 5022.908203
	Iteration 3Q: 3 clusters Score -4852214 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4852439.500000 Penalty: 5022.908203
	Iteration 4Q: 3 clusters Score -4852440 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4852635.000000 Penalty: 5022.908203
	Iteration 5Q: 3 clusters Score -4852635 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4852845.500000 Penalty: 5022.908203
	Iteration 6Q: 3 clusters Score -4852846 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -4853036.500000 Penalty: 5022.908203
	Iteration 7Q: 3 clusters Score -4853036 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4853263.000000 Penalty: 5022.908203
	Iteration 8Q: 3 clusters Score -4853263 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4853556.000000 Penalty: 5022.908203
	Iteration 9Q: 3 clusters Score -4853556 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -4853937.000000 Penalty: 5022.908203
	Iteration 10Q: 3 clusters Score -4853937 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4854410.000000 Penalty: 5022.908203
	Iteration 11Q: 3 clusters Score -4854410 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4855059.000000 Penalty: 5022.908203
	Iteration 12Q: 3 clusters Score -4855059 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4855726.500000 Penalty: 5022.908203
	Iteration 13Q: 3 clusters Score -4855726 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4856371.000000 Penalty: 5022.908203
	Iteration 14Q: 3 clusters Score -4856371 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4856882.500000 Penalty: 5022.908203
	Iteration 15Q: 3 clusters Score -4856882 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -4857276.500000 Penalty: 5022.908203
	Iteration 16Q: 3 clusters Score -4857276 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -4857584.000000 Penalty: 5022.908203
	Iteration 17Q: 3 clusters Score -4857584 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4857788.000000 Penalty: 5022.908203
	Iteration 18Q: 3 clusters Score -4857788 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4857986.000000 Penalty: 5022.908203
	Iteration 19Q: 3 clusters Score -4857986 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4858112.000000 Penalty: 5022.908203
	Iteration 20F: 3 clusters Score -4858112 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4858247.000000 Penalty: 5022.908203
	Iteration 21Q: 3 clusters Score -4858247 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4858379.000000 Penalty: 5022.908203
	Iteration 22Q: 3 clusters Score -4858379 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4858485.000000 Penalty: 5022.908203
	Iteration 23Q: 3 clusters Score -4858485 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4858731.000000 Penalty: 5022.908203
	Iteration 24Q: 3 clusters Score -4858731 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4859014.500000 Penalty: 5022.908203
	Iteration 25Q: 3 clusters Score -4859014 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4859246.000000 Penalty: 5022.908203
	Iteration 26Q: 3 clusters Score -4859246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4859444.500000 Penalty: 5022.908203
	Iteration 27Q: 3 clusters Score -4859444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4859615.000000 Penalty: 5022.908203
	Iteration 28Q: 3 clusters Score -4859615 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4859748.000000 Penalty: 5022.908203
	Iteration 29Q: 3 clusters Score -4859748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4859871.000000 Penalty: 5022.908203
	Iteration 30Q: 3 clusters Score -4859871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4859968.000000 Penalty: 5022.908203
	Iteration 31Q: 3 clusters Score -4859968 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4860046.500000 Penalty: 5022.908203
	Iteration 32Q: 3 clusters Score -4860046 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4860136.000000 Penalty: 5022.908203
	Iteration 33Q: 3 clusters Score -4860136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4860217.000000 Penalty: 5022.908203
	Iteration 34Q: 3 clusters Score -4860217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4860276.000000 Penalty: 5022.908203
	Iteration 35Q: 3 clusters Score -4860276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4860324.000000 Penalty: 5022.908203
	Iteration 36Q: 3 clusters Score -4860324 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4860364.500000 Penalty: 5022.908203
	Iteration 37Q: 3 clusters Score -4860364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4860396.000000 Penalty: 5022.908203
	Iteration 38Q: 3 clusters Score -4860396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4860417.500000 Penalty: 5022.908203
	Iteration 39Q: 3 clusters Score -4860418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4860441.500000 Penalty: 5022.908203
	Iteration 40F: 3 clusters Score -4860442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4860461.000000 Penalty: 5022.908203
	Iteration 41Q: 3 clusters Score -4860461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4860470.000000 Penalty: 5022.908203
	Iteration 42Q: 3 clusters Score -4860470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4860480.500000 Penalty: 5022.908203
	Iteration 43Q: 3 clusters Score -4860480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4860487.000000 Penalty: 5022.908203
	Iteration 44Q: 3 clusters Score -4860487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4860496.500000 Penalty: 5022.908203
	Iteration 45Q: 3 clusters Score -4860496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4860501.500000 Penalty: 5022.908203
	Iteration 46Q: 3 clusters Score -4860502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4860507.000000 Penalty: 5022.908203
	Iteration 47Q: 3 clusters Score -4860507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4860517.500000 Penalty: 5022.908203
	Iteration 48Q: 3 clusters Score -4860518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4860527.500000 Penalty: 5022.908203
	Iteration 49Q: 3 clusters Score -4860528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4860544.500000 Penalty: 5022.908203
	Iteration 50Q: 3 clusters Score -4860544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4860548.500000 Penalty: 5022.908203
	Iteration 51Q: 3 clusters Score -4860548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4860549.500000 Penalty: 5022.908203
	Iteration 52Q: 3 clusters Score -4860550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4860553.500000 Penalty: 5022.908203
	Iteration 53Q: 3 clusters Score -4860554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4860557.500000 Penalty: 5022.908203
	Iteration 54Q: 3 clusters Score -4860558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4860559.000000 Penalty: 5022.908203
	Iteration 55Q: 3 clusters Score -4860559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4860563.000000 Penalty: 5022.908203
	Iteration 56Q: 3 clusters Score -4860563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4860566.000000 Penalty: 5022.908203
	Iteration 57Q: 3 clusters Score -4860566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4860566.000000 Penalty: 5022.908203
	Iteration 58Q: 3 clusters Score -4860566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4860566.000000 Penalty: 5022.908203
	Iteration 59F: 3 clusters Score -4860566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -385932.312500 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -385932.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -383222.875000 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -383222.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -383831.718750 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -383831.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -384069.531250 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -384069.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -384260.750000 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -384260.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -384382.843750 Penalty: 3805.687988
	Iteration 4F: 3 clusters Score -384382.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -384494.250000 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -384494.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -384597.562500 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -384597.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -384682.062500 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -384682.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -384756.000000 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -384756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -384809.937500 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -384809.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -384848.062500 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -384848.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -384876.968750 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -384877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -384895.656250 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -384895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -384906.375000 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -384906.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -384921.125000 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -384921.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -384932.906250 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -384932.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -384940.406250 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -384940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -384946.968750 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -384947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -384949.875000 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -384949.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -384957.000000 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -384957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -384959.937500 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -384959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -384962.843750 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -384962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -384963.593750 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -384963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -384967.125000 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -384967.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -384968.562500 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -384968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -384968.562500 Penalty: 3805.687988
	Iteration 25F: 3 clusters Score -384968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Entering Unmasked Estep 
Score: -8491362.000000 Penalty: 2652.884033
	Iteration 0F: 2 clusters Score -8491362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8463465.000000 Penalty: 5305.768066
	Iteration 0F: 3 clusters Score -8463465 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8474537.000000 Penalty: 5305.768066
	Iteration 1F: 3 clusters Score -8474537 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -8474918.000000 Penalty: 5305.768066
	Iteration 2Q: 3 clusters Score -8474918 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -8475189.000000 Penalty: 5305.768066
	Iteration 3Q: 3 clusters Score -8475189 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8475506.000000 Penalty: 5305.768066
	Iteration 4Q: 3 clusters Score -8475506 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -8475765.000000 Penalty: 5305.768066
	Iteration 5Q: 3 clusters Score -8475765 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -8475993.000000 Penalty: 5305.768066
	Iteration 6Q: 3 clusters Score -8475993 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -8476342.000000 Penalty: 5305.768066
	Iteration 7Q: 3 clusters Score -8476342 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8476709.000000 Penalty: 5305.768066
	Iteration 8Q: 3 clusters Score -8476709 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8477115.000000 Penalty: 5305.768066
	Iteration 9Q: 3 clusters Score -8477115 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8477751.000000 Penalty: 5305.768066
	Iteration 10Q: 3 clusters Score -8477751 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -8478760.000000 Penalty: 5305.768066
	Iteration 11F: 3 clusters Score -8478760 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -8480376.000000 Penalty: 5305.768066
	Iteration 12F: 3 clusters Score -8480376 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8482477.000000 Penalty: 5305.768066
	Iteration 13F: 3 clusters Score -8482477 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8484731.000000 Penalty: 5305.768066
	Iteration 14F: 3 clusters Score -8484731 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8486536.000000 Penalty: 5305.768066
	Iteration 15F: 3 clusters Score -8486536 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8487752.000000 Penalty: 5305.768066
	Iteration 16Q: 3 clusters Score -8487752 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8488419.000000 Penalty: 5305.768066
	Iteration 17Q: 3 clusters Score -8488419 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8488710.000000 Penalty: 5305.768066
	Iteration 18Q: 3 clusters Score -8488710 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8488857.000000 Penalty: 5305.768066
	Iteration 19Q: 3 clusters Score -8488857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8488944.000000 Penalty: 5305.768066
	Iteration 20F: 3 clusters Score -8488944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8488995.000000 Penalty: 5305.768066
	Iteration 21Q: 3 clusters Score -8488995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8489021.000000 Penalty: 5305.768066
	Iteration 22Q: 3 clusters Score -8489021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8489028.000000 Penalty: 5305.768066
	Iteration 23Q: 3 clusters Score -8489028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8489053.000000 Penalty: 5305.768066
	Iteration 24Q: 3 clusters Score -8489053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8489045.000000 Penalty: 5305.768066
	Iteration 25Q: 3 clusters Score -8489045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8489056.000000 Penalty: 5305.768066
	Iteration 26Q: 3 clusters Score -8489056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8489055.000000 Penalty: 5305.768066
	Iteration 27Q: 3 clusters Score -8489055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8489055.000000 Penalty: 5305.768066
	Iteration 28F: 3 clusters Score -8489055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -2609875.500000 Penalty: 2356.357666
	Iteration 0F: 2 clusters Score -2609876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2600115.000000 Penalty: 4712.715332
	Iteration 0F: 3 clusters Score -2600115 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2603054.750000 Penalty: 4712.715332
	Iteration 1F: 3 clusters Score -2603055 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2603369.750000 Penalty: 4712.715332
	Iteration 2F: 3 clusters Score -2603370 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2603590.750000 Penalty: 4712.715332
	Iteration 3Q: 3 clusters Score -2603591 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2603773.000000 Penalty: 4712.715332
	Iteration 4Q: 3 clusters Score -2603773 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2603912.000000 Penalty: 4712.715332
	Iteration 5Q: 3 clusters Score -2603912 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2604053.000000 Penalty: 4712.715332
	Iteration 6Q: 3 clusters Score -2604053 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2604200.250000 Penalty: 4712.715332
	Iteration 7Q: 3 clusters Score -2604200 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2604377.000000 Penalty: 4712.715332
	Iteration 8Q: 3 clusters Score -2604377 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2604582.500000 Penalty: 4712.715332
	Iteration 9Q: 3 clusters Score -2604582 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2604864.000000 Penalty: 4712.715332
	Iteration 10Q: 3 clusters Score -2604864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2605236.500000 Penalty: 4712.715332
	Iteration 11Q: 3 clusters Score -2605236 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2605696.500000 Penalty: 4712.715332
	Iteration 12Q: 3 clusters Score -2605696 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2606173.250000 Penalty: 4712.715332
	Iteration 13Q: 3 clusters Score -2606173 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2606631.500000 Penalty: 4712.715332
	Iteration 14Q: 3 clusters Score -2606632 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2607015.500000 Penalty: 4712.715332
	Iteration 15Q: 3 clusters Score -2607016 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2607320.750000 Penalty: 4712.715332
	Iteration 16Q: 3 clusters Score -2607321 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2607511.000000 Penalty: 4712.715332
	Iteration 17Q: 3 clusters Score -2607511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2607625.250000 Penalty: 4712.715332
	Iteration 18Q: 3 clusters Score -2607625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2607708.000000 Penalty: 4712.715332
	Iteration 19Q: 3 clusters Score -2607708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2607753.500000 Penalty: 4712.715332
	Iteration 20F: 3 clusters Score -2607754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2607779.000000 Penalty: 4712.715332
	Iteration 21Q: 3 clusters Score -2607779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2607796.000000 Penalty: 4712.715332
	Iteration 22Q: 3 clusters Score -2607796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2607810.500000 Penalty: 4712.715332
	Iteration 23Q: 3 clusters Score -2607810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2607823.250000 Penalty: 4712.715332
	Iteration 24Q: 3 clusters Score -2607823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2607827.250000 Penalty: 4712.715332
	Iteration 25Q: 3 clusters Score -2607827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2607832.000000 Penalty: 4712.715332
	Iteration 26Q: 3 clusters Score -2607832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2607831.250000 Penalty: 4712.715332
	Iteration 27Q: 3 clusters Score -2607831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2607831.250000 Penalty: 4712.715332
	Iteration 28F: 3 clusters Score -2607831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -85732.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -85732.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -84233.078125 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -84233.08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84405.179688 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -84405.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84478.531250 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -84478.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84554.398438 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -84554.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -84607.601562 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -84607.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -84633.421875 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -84633.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -84641.687500 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -84641.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -84646.804688 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -84646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84649.789062 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -84649.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -84649.789062 Penalty: 3081.452637
	Iteration 9F: 3 clusters Score -84649.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Entering Unmasked Estep 
Score: -3601637.000000 Penalty: 2428.664795
	Iteration 0F: 2 clusters Score -3601637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3589431.750000 Penalty: 4857.329590
	Iteration 0F: 3 clusters Score -3589432 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -3593534.250000 Penalty: 4857.329590
	Iteration 1F: 3 clusters Score -3593534 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3593814.750000 Penalty: 4857.329590
	Iteration 2Q: 3 clusters Score -3593815 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -3594011.250000 Penalty: 4857.329590
	Iteration 3Q: 3 clusters Score -3594011 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3594180.250000 Penalty: 4857.329590
	Iteration 4Q: 3 clusters Score -3594180 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3594316.000000 Penalty: 4857.329590
	Iteration 5Q: 3 clusters Score -3594316 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3594399.500000 Penalty: 4857.329590
	Iteration 6Q: 3 clusters Score -3594400 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3594496.750000 Penalty: 4857.329590
	Iteration 7Q: 3 clusters Score -3594497 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3594557.750000 Penalty: 4857.329590
	Iteration 8Q: 3 clusters Score -3594558 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3594638.000000 Penalty: 4857.329590
	Iteration 9Q: 3 clusters Score -3594638 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3594717.500000 Penalty: 4857.329590
	Iteration 10Q: 3 clusters Score -3594718 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3594839.250000 Penalty: 4857.329590
	Iteration 11Q: 3 clusters Score -3594839 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3594975.000000 Penalty: 4857.329590
	Iteration 12Q: 3 clusters Score -3594975 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3595172.500000 Penalty: 4857.329590
	Iteration 13Q: 3 clusters Score -3595172 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3595403.000000 Penalty: 4857.329590
	Iteration 14Q: 3 clusters Score -3595403 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3595721.000000 Penalty: 4857.329590
	Iteration 15Q: 3 clusters Score -3595721 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3596165.750000 Penalty: 4857.329590
	Iteration 16Q: 3 clusters Score -3596166 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3596680.750000 Penalty: 4857.329590
	Iteration 17Q: 3 clusters Score -3596681 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3597220.750000 Penalty: 4857.329590
	Iteration 18Q: 3 clusters Score -3597221 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3597788.250000 Penalty: 4857.329590
	Iteration 19Q: 3 clusters Score -3597788 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -3598303.750000 Penalty: 4857.329590
	Iteration 20F: 3 clusters Score -3598304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3598720.750000 Penalty: 4857.329590
	Iteration 21Q: 3 clusters Score -3598721 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -3599017.250000 Penalty: 4857.329590
	Iteration 22Q: 3 clusters Score -3599017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3599159.500000 Penalty: 4857.329590
	Iteration 23Q: 3 clusters Score -3599160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3599259.500000 Penalty: 4857.329590
	Iteration 24Q: 3 clusters Score -3599260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3599333.750000 Penalty: 4857.329590
	Iteration 25Q: 3 clusters Score -3599334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3599386.500000 Penalty: 4857.329590
	Iteration 26Q: 3 clusters Score -3599386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -3599411.250000 Penalty: 4857.329590
	Iteration 27Q: 3 clusters Score -3599411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3599432.250000 Penalty: 4857.329590
	Iteration 28Q: 3 clusters Score -3599432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3599450.000000 Penalty: 4857.329590
	Iteration 29Q: 3 clusters Score -3599450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -3599454.500000 Penalty: 4857.329590
	Iteration 30Q: 3 clusters Score -3599454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3599460.750000 Penalty: 4857.329590
	Iteration 31Q: 3 clusters Score -3599461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3599473.750000 Penalty: 4857.329590
	Iteration 32Q: 3 clusters Score -3599474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3599476.750000 Penalty: 4857.329590
	Iteration 33Q: 3 clusters Score -3599477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3599483.000000 Penalty: 4857.329590
	Iteration 34Q: 3 clusters Score -3599483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3599477.500000 Penalty: 4857.329590
	Iteration 35Q: 3 clusters Score -3599478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3599482.500000 Penalty: 4857.329590
	Iteration 36Q: 3 clusters Score -3599482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3599484.750000 Penalty: 4857.329590
	Iteration 37Q: 3 clusters Score -3599485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3599490.250000 Penalty: 4857.329590
	Iteration 38Q: 3 clusters Score -3599490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3599490.750000 Penalty: 4857.329590
	Iteration 39Q: 3 clusters Score -3599491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3599490.750000 Penalty: 4857.329590
	Iteration 40F: 3 clusters Score -3599491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Entering Unmasked Estep 
Score: -4542304.500000 Penalty: 2479.870850
	Iteration 0F: 2 clusters Score -4542304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4529366.000000 Penalty: 4959.741699
	Iteration 0F: 3 clusters Score -4529366 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4534595.500000 Penalty: 4959.741699
	Iteration 1F: 3 clusters Score -4534596 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4534935.000000 Penalty: 4959.741699
	Iteration 2F: 3 clusters Score -4534935 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4535177.000000 Penalty: 4959.741699
	Iteration 3Q: 3 clusters Score -4535177 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -4535386.500000 Penalty: 4959.741699
	Iteration 4Q: 3 clusters Score -4535386 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4535578.000000 Penalty: 4959.741699
	Iteration 5Q: 3 clusters Score -4535578 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4535786.500000 Penalty: 4959.741699
	Iteration 6Q: 3 clusters Score -4535786 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -4536074.000000 Penalty: 4959.741699
	Iteration 7Q: 3 clusters Score -4536074 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4536389.000000 Penalty: 4959.741699
	Iteration 8Q: 3 clusters Score -4536389 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -4536806.000000 Penalty: 4959.741699
	Iteration 9Q: 3 clusters Score -4536806 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -4537280.500000 Penalty: 4959.741699
	Iteration 10Q: 3 clusters Score -4537280 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -4537763.500000 Penalty: 4959.741699
	Iteration 11Q: 3 clusters Score -4537764 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4538306.500000 Penalty: 4959.741699
	Iteration 12Q: 3 clusters Score -4538306 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4538713.500000 Penalty: 4959.741699
	Iteration 13Q: 3 clusters Score -4538714 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4538988.500000 Penalty: 4959.741699
	Iteration 14Q: 3 clusters Score -4538988 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4539282.000000 Penalty: 4959.741699
	Iteration 15Q: 3 clusters Score -4539282 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4539453.000000 Penalty: 4959.741699
	Iteration 16Q: 3 clusters Score -4539453 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4539580.500000 Penalty: 4959.741699
	Iteration 17Q: 3 clusters Score -4539580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -4539677.500000 Penalty: 4959.741699
	Iteration 18Q: 3 clusters Score -4539678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4539778.000000 Penalty: 4959.741699
	Iteration 19Q: 3 clusters Score -4539778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4539836.500000 Penalty: 4959.741699
	Iteration 20F: 3 clusters Score -4539836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4539874.500000 Penalty: 4959.741699
	Iteration 21Q: 3 clusters Score -4539874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4539905.500000 Penalty: 4959.741699
	Iteration 22Q: 3 clusters Score -4539906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4539925.000000 Penalty: 4959.741699
	Iteration 23Q: 3 clusters Score -4539925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4539935.500000 Penalty: 4959.741699
	Iteration 24Q: 3 clusters Score -4539936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4539950.000000 Penalty: 4959.741699
	Iteration 25Q: 3 clusters Score -4539950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -4539962.500000 Penalty: 4959.741699
	Iteration 26Q: 3 clusters Score -4539962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4539969.000000 Penalty: 4959.741699
	Iteration 27Q: 3 clusters Score -4539969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4539971.500000 Penalty: 4959.741699
	Iteration 28Q: 3 clusters Score -4539972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4539975.500000 Penalty: 4959.741699
	Iteration 29Q: 3 clusters Score -4539976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4539986.000000 Penalty: 4959.741699
	Iteration 30Q: 3 clusters Score -4539986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4539991.500000 Penalty: 4959.741699
	Iteration 31Q: 3 clusters Score -4539992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4540001.500000 Penalty: 4959.741699
	Iteration 32Q: 3 clusters Score -4540002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4540016.500000 Penalty: 4959.741699
	Iteration 33Q: 3 clusters Score -4540016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4540015.500000 Penalty: 4959.741699
	Iteration 34Q: 3 clusters Score -4540016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4540014.500000 Penalty: 4959.741699
	Iteration 35Q: 3 clusters Score -4540014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4540017.500000 Penalty: 4959.741699
	Iteration 36Q: 3 clusters Score -4540018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4540017.500000 Penalty: 4959.741699
	Iteration 37F: 3 clusters Score -4540018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Entering Unmasked Estep 
Score: -4124911.250000 Penalty: 2456.077393
	Iteration 0F: 2 clusters Score -4124911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4112381.250000 Penalty: 4912.154785
	Iteration 0F: 3 clusters Score -4112381 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4117011.750000 Penalty: 4912.154785
	Iteration 1F: 3 clusters Score -4117012 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4117343.250000 Penalty: 4912.154785
	Iteration 2F: 3 clusters Score -4117343 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4117645.250000 Penalty: 4912.154785
	Iteration 3F: 3 clusters Score -4117645 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4117918.750000 Penalty: 4912.154785
	Iteration 4Q: 3 clusters Score -4117919 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -4118171.500000 Penalty: 4912.154785
	Iteration 5Q: 3 clusters Score -4118172 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4118406.000000 Penalty: 4912.154785
	Iteration 6Q: 3 clusters Score -4118406 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4118603.000000 Penalty: 4912.154785
	Iteration 7Q: 3 clusters Score -4118603 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4118775.000000 Penalty: 4912.154785
	Iteration 8Q: 3 clusters Score -4118775 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4119067.250000 Penalty: 4912.154785
	Iteration 9F: 3 clusters Score -4119067 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -4119629.500000 Penalty: 4912.154785
	Iteration 10F: 3 clusters Score -4119630 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4120180.500000 Penalty: 4912.154785
	Iteration 11F: 3 clusters Score -4120180 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4120800.250000 Penalty: 4912.154785
	Iteration 12Q: 3 clusters Score -4120800 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4121310.500000 Penalty: 4912.154785
	Iteration 13Q: 3 clusters Score -4121310 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4121720.750000 Penalty: 4912.154785
	Iteration 14Q: 3 clusters Score -4121721 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4121984.000000 Penalty: 4912.154785
	Iteration 15Q: 3 clusters Score -4121984 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4122166.250000 Penalty: 4912.154785
	Iteration 16Q: 3 clusters Score -4122166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4122340.500000 Penalty: 4912.154785
	Iteration 17Q: 3 clusters Score -4122340 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4122437.000000 Penalty: 4912.154785
	Iteration 18Q: 3 clusters Score -4122437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -4122506.000000 Penalty: 4912.154785
	Iteration 19Q: 3 clusters Score -4122506 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4122580.250000 Penalty: 4912.154785
	Iteration 20F: 3 clusters Score -4122580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4122611.000000 Penalty: 4912.154785
	Iteration 21Q: 3 clusters Score -4122611 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -4122632.500000 Penalty: 4912.154785
	Iteration 22Q: 3 clusters Score -4122632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4122652.500000 Penalty: 4912.154785
	Iteration 23Q: 3 clusters Score -4122652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -4122671.000000 Penalty: 4912.154785
	Iteration 24Q: 3 clusters Score -4122671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4122681.750000 Penalty: 4912.154785
	Iteration 25Q: 3 clusters Score -4122682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4122692.500000 Penalty: 4912.154785
	Iteration 26Q: 3 clusters Score -4122692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -4122704.000000 Penalty: 4912.154785
	Iteration 27Q: 3 clusters Score -4122704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4122712.500000 Penalty: 4912.154785
	Iteration 28Q: 3 clusters Score -4122712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4122713.250000 Penalty: 4912.154785
	Iteration 29Q: 3 clusters Score -4122713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4122717.750000 Penalty: 4912.154785
	Iteration 30Q: 3 clusters Score -4122718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4122723.750000 Penalty: 4912.154785
	Iteration 31Q: 3 clusters Score -4122724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4122722.750000 Penalty: 4912.154785
	Iteration 32Q: 3 clusters Score -4122723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4122723.000000 Penalty: 4912.154785
	Iteration 33Q: 3 clusters Score -4122723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4122723.000000 Penalty: 4912.154785
	Iteration 34F: 3 clusters Score -4122723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Entering Unmasked Estep 
Score: -5512061.500000 Penalty: 2551.204834
	Iteration 0F: 2 clusters Score -5512062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5492234.000000 Penalty: 5102.409668
	Iteration 0F: 3 clusters Score -5492234 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -5499426.000000 Penalty: 5102.409668
	Iteration 1F: 3 clusters Score -5499426 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5499822.500000 Penalty: 5102.409668
	Iteration 2Q: 3 clusters Score -5499822 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5500126.000000 Penalty: 5102.409668
	Iteration 3Q: 3 clusters Score -5500126 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5500382.000000 Penalty: 5102.409668
	Iteration 4Q: 3 clusters Score -5500382 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5500672.000000 Penalty: 5102.409668
	Iteration 5Q: 3 clusters Score -5500672 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -5500957.500000 Penalty: 5102.409668
	Iteration 6Q: 3 clusters Score -5500958 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5501295.000000 Penalty: 5102.409668
	Iteration 7Q: 3 clusters Score -5501295 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5501769.000000 Penalty: 5102.409668
	Iteration 8Q: 3 clusters Score -5501769 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5502333.500000 Penalty: 5102.409668
	Iteration 9Q: 3 clusters Score -5502334 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5503210.500000 Penalty: 5102.409668
	Iteration 10Q: 3 clusters Score -5503210 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5504299.500000 Penalty: 5102.409668
	Iteration 11F: 3 clusters Score -5504300 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -5505584.000000 Penalty: 5102.409668
	Iteration 12F: 3 clusters Score -5505584 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5506792.000000 Penalty: 5102.409668
	Iteration 13F: 3 clusters Score -5506792 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -5507762.500000 Penalty: 5102.409668
	Iteration 14Q: 3 clusters Score -5507762 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5508481.000000 Penalty: 5102.409668
	Iteration 15Q: 3 clusters Score -5508481 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -5508925.000000 Penalty: 5102.409668
	Iteration 16Q: 3 clusters Score -5508925 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5509264.000000 Penalty: 5102.409668
	Iteration 17Q: 3 clusters Score -5509264 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -5509481.500000 Penalty: 5102.409668
	Iteration 18Q: 3 clusters Score -5509482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5509610.500000 Penalty: 5102.409668
	Iteration 19Q: 3 clusters Score -5509610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -5509694.500000 Penalty: 5102.409668
	Iteration 20F: 3 clusters Score -5509694 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -5509738.000000 Penalty: 5102.409668
	Iteration 21Q: 3 clusters Score -5509738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -5509774.500000 Penalty: 5102.409668
	Iteration 22Q: 3 clusters Score -5509774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5509794.000000 Penalty: 5102.409668
	Iteration 23Q: 3 clusters Score -5509794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -5509819.500000 Penalty: 5102.409668
	Iteration 24Q: 3 clusters Score -5509820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5509826.000000 Penalty: 5102.409668
	Iteration 25Q: 3 clusters Score -5509826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -5509835.000000 Penalty: 5102.409668
	Iteration 26Q: 3 clusters Score -5509835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5509849.000000 Penalty: 5102.409668
	Iteration 27Q: 3 clusters Score -5509849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5509850.000000 Penalty: 5102.409668
	Iteration 28Q: 3 clusters Score -5509850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -5509850.500000 Penalty: 5102.409668
	Iteration 29Q: 3 clusters Score -5509850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -5509857.500000 Penalty: 5102.409668
	Iteration 30Q: 3 clusters Score -5509858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -5509862.500000 Penalty: 5102.409668
	Iteration 31Q: 3 clusters Score -5509862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5509862.500000 Penalty: 5102.409668
	Iteration 32Q: 3 clusters Score -5509862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5509866.500000 Penalty: 5102.409668
	Iteration 33Q: 3 clusters Score -5509866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -5509863.500000 Penalty: 5102.409668
	Iteration 34Q: 3 clusters Score -5509864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -5509868.000000 Penalty: 5102.409668
	Iteration 35Q: 3 clusters Score -5509868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -5509871.000000 Penalty: 5102.409668
	Iteration 36Q: 3 clusters Score -5509871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5509871.500000 Penalty: 5102.409668
	Iteration 37Q: 3 clusters Score -5509872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -5509871.500000 Penalty: 5102.409668
	Iteration 38F: 3 clusters Score -5509872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (31041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Entering Unmasked Estep 
Score: -6014040.500000 Penalty: 2565.079834
	Iteration 0F: 2 clusters Score -6014040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -5994344.000000 Penalty: 5130.159668
	Iteration 0F: 3 clusters Score -5994344 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6001996.000000 Penalty: 5130.159668
	Iteration 1F: 3 clusters Score -6001996 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -6002427.500000 Penalty: 5130.159668
	Iteration 2F: 3 clusters Score -6002428 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -6002795.500000 Penalty: 5130.159668
	Iteration 3Q: 3 clusters Score -6002796 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -6003094.000000 Penalty: 5130.159668
	Iteration 4Q: 3 clusters Score -6003094 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -6003328.500000 Penalty: 5130.159668
	Iteration 5Q: 3 clusters Score -6003328 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -6003610.000000 Penalty: 5130.159668
	Iteration 6Q: 3 clusters Score -6003610 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -6003946.000000 Penalty: 5130.159668
	Iteration 7Q: 3 clusters Score -6003946 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6004279.500000 Penalty: 5130.159668
	Iteration 8Q: 3 clusters Score -6004280 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -6004781.500000 Penalty: 5130.159668
	Iteration 9Q: 3 clusters Score -6004782 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -6005455.000000 Penalty: 5130.159668
	Iteration 10Q: 3 clusters Score -6005455 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6006267.500000 Penalty: 5130.159668
	Iteration 11Q: 3 clusters Score -6006268 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -6007431.500000 Penalty: 5130.159668
	Iteration 12Q: 3 clusters Score -6007432 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -6008684.000000 Penalty: 5130.159668
	Iteration 13Q: 3 clusters Score -6008684 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6009653.000000 Penalty: 5130.159668
	Iteration 14Q: 3 clusters Score -6009653 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6010346.500000 Penalty: 5130.159668
	Iteration 15Q: 3 clusters Score -6010346 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6010805.000000 Penalty: 5130.159668
	Iteration 16Q: 3 clusters Score -6010805 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6011058.500000 Penalty: 5130.159668
	Iteration 17Q: 3 clusters Score -6011058 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -6011316.000000 Penalty: 5130.159668
	Iteration 18Q: 3 clusters Score -6011316 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6011517.000000 Penalty: 5130.159668
	Iteration 19Q: 3 clusters Score -6011517 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6011653.500000 Penalty: 5130.159668
	Iteration 20F: 3 clusters Score -6011654 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6011716.500000 Penalty: 5130.159668
	Iteration 21Q: 3 clusters Score -6011716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6011783.500000 Penalty: 5130.159668
	Iteration 22Q: 3 clusters Score -6011784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6011795.000000 Penalty: 5130.159668
	Iteration 23Q: 3 clusters Score -6011795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6011825.500000 Penalty: 5130.159668
	Iteration 24Q: 3 clusters Score -6011826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6011833.500000 Penalty: 5130.159668
	Iteration 25Q: 3 clusters Score -6011834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6011841.000000 Penalty: 5130.159668
	Iteration 26Q: 3 clusters Score -6011841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6011862.000000 Penalty: 5130.159668
	Iteration 27Q: 3 clusters Score -6011862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6011856.500000 Penalty: 5130.159668
	Iteration 28Q: 3 clusters Score -6011856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6011874.500000 Penalty: 5130.159668
	Iteration 29Q: 3 clusters Score -6011874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6011886.500000 Penalty: 5130.159668
	Iteration 30Q: 3 clusters Score -6011886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6011889.500000 Penalty: 5130.159668
	Iteration 31Q: 3 clusters Score -6011890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6011894.000000 Penalty: 5130.159668
	Iteration 32Q: 3 clusters Score -6011894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6011896.000000 Penalty: 5130.159668
	Iteration 33Q: 3 clusters Score -6011896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6011900.000000 Penalty: 5130.159668
	Iteration 34Q: 3 clusters Score -6011900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6011898.000000 Penalty: 5130.159668
	Iteration 35Q: 3 clusters Score -6011898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6011899.500000 Penalty: 5130.159668
	Iteration 36Q: 3 clusters Score -6011900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6011899.000000 Penalty: 5130.159668
	Iteration 37Q: 3 clusters Score -6011899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6011899.500000 Penalty: 5130.159668
	Iteration 38Q: 3 clusters Score -6011900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6011903.000000 Penalty: 5130.159668
	Iteration 39Q: 3 clusters Score -6011903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6011905.000000 Penalty: 5130.159668
	Iteration 40F: 3 clusters Score -6011905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6011905.000000 Penalty: 5130.159668
	Iteration 41Q: 3 clusters Score -6011905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6011904.500000 Penalty: 5130.159668
	Iteration 42Q: 3 clusters Score -6011904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6011900.500000 Penalty: 5130.159668
	Iteration 43Q: 3 clusters Score -6011900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6011899.500000 Penalty: 5130.159668
	Iteration 44Q: 3 clusters Score -6011900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6011897.000000 Penalty: 5130.159668
	Iteration 45Q: 3 clusters Score -6011897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6011900.000000 Penalty: 5130.159668
	Iteration 46Q: 3 clusters Score -6011900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6011900.000000 Penalty: 5130.159668
	Iteration 47F: 3 clusters Score -6011900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Entering Unmasked Estep 
Score: -5483352.000000 Penalty: 2541.828613
	Iteration 0F: 2 clusters Score -5483352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -5464679.000000 Penalty: 5083.657227
	Iteration 0F: 3 clusters Score -5464679 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5471515.500000 Penalty: 5083.657227
	Iteration 1F: 3 clusters Score -5471516 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -5471909.000000 Penalty: 5083.657227
	Iteration 2Q: 3 clusters Score -5471909 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5472235.000000 Penalty: 5083.657227
	Iteration 3Q: 3 clusters Score -5472235 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5472543.500000 Penalty: 5083.657227
	Iteration 4Q: 3 clusters Score -5472544 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5472971.000000 Penalty: 5083.657227
	Iteration 5Q: 3 clusters Score -5472971 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -5473382.000000 Penalty: 5083.657227
	Iteration 6Q: 3 clusters Score -5473382 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5474014.500000 Penalty: 5083.657227
	Iteration 7Q: 3 clusters Score -5474014 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5474798.500000 Penalty: 5083.657227
	Iteration 8Q: 3 clusters Score -5474798 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -5475736.500000 Penalty: 5083.657227
	Iteration 9F: 3 clusters Score -5475736 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5476840.000000 Penalty: 5083.657227
	Iteration 10Q: 3 clusters Score -5476840 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5478069.500000 Penalty: 5083.657227
	Iteration 11Q: 3 clusters Score -5478070 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5479058.000000 Penalty: 5083.657227
	Iteration 12Q: 3 clusters Score -5479058 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5479810.000000 Penalty: 5083.657227
	Iteration 13Q: 3 clusters Score -5479810 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5480359.500000 Penalty: 5083.657227
	Iteration 14Q: 3 clusters Score -5480360 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5480655.000000 Penalty: 5083.657227
	Iteration 15Q: 3 clusters Score -5480655 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5480824.000000 Penalty: 5083.657227
	Iteration 16Q: 3 clusters Score -5480824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5480937.000000 Penalty: 5083.657227
	Iteration 17Q: 3 clusters Score -5480937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5481012.000000 Penalty: 5083.657227
	Iteration 18Q: 3 clusters Score -5481012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5481103.000000 Penalty: 5083.657227
	Iteration 19Q: 3 clusters Score -5481103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5481145.500000 Penalty: 5083.657227
	Iteration 20F: 3 clusters Score -5481146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5481162.000000 Penalty: 5083.657227
	Iteration 21Q: 3 clusters Score -5481162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5481171.000000 Penalty: 5083.657227
	Iteration 22Q: 3 clusters Score -5481171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5481184.000000 Penalty: 5083.657227
	Iteration 23Q: 3 clusters Score -5481184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5481195.000000 Penalty: 5083.657227
	Iteration 24Q: 3 clusters Score -5481195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5481198.500000 Penalty: 5083.657227
	Iteration 25Q: 3 clusters Score -5481198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5481201.500000 Penalty: 5083.657227
	Iteration 26Q: 3 clusters Score -5481202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5481223.000000 Penalty: 5083.657227
	Iteration 27Q: 3 clusters Score -5481223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5481243.000000 Penalty: 5083.657227
	Iteration 28Q: 3 clusters Score -5481243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5481256.500000 Penalty: 5083.657227
	Iteration 29Q: 3 clusters Score -5481256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5481260.000000 Penalty: 5083.657227
	Iteration 30Q: 3 clusters Score -5481260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5481261.000000 Penalty: 5083.657227
	Iteration 31Q: 3 clusters Score -5481261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5481264.000000 Penalty: 5083.657227
	Iteration 32Q: 3 clusters Score -5481264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5481264.000000 Penalty: 5083.657227
	Iteration 33F: 3 clusters Score -5481264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -91422.726562 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91422.73 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -91651.085938 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91651.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91759.515625 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -91759.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91852.320312 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91852.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91904.164062 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91904.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91918.554688 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91918.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91929.171875 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91929.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -91929.171875 Penalty: 3099.029297
	Iteration 7F: 3 clusters Score -91929.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (28759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Entering Unmasked Estep 
Score: -5372343.000000 Penalty: 2546.143311
	Iteration 0F: 2 clusters Score -5372343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5352948.500000 Penalty: 5092.286621
	Iteration 0F: 3 clusters Score -5352948 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -5360108.500000 Penalty: 5092.286621
	Iteration 1F: 3 clusters Score -5360108 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5360560.000000 Penalty: 5092.286621
	Iteration 2Q: 3 clusters Score -5360560 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5360928.500000 Penalty: 5092.286621
	Iteration 3Q: 3 clusters Score -5360928 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -5361316.500000 Penalty: 5092.286621
	Iteration 4Q: 3 clusters Score -5361316 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -5361756.000000 Penalty: 5092.286621
	Iteration 5Q: 3 clusters Score -5361756 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -5362306.000000 Penalty: 5092.286621
	Iteration 6Q: 3 clusters Score -5362306 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -5362959.500000 Penalty: 5092.286621
	Iteration 7Q: 3 clusters Score -5362960 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -5363835.500000 Penalty: 5092.286621
	Iteration 8Q: 3 clusters Score -5363836 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -5364898.500000 Penalty: 5092.286621
	Iteration 9F: 3 clusters Score -5364898 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5366063.000000 Penalty: 5092.286621
	Iteration 10F: 3 clusters Score -5366063 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5367178.000000 Penalty: 5092.286621
	Iteration 11F: 3 clusters Score -5367178 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5368009.000000 Penalty: 5092.286621
	Iteration 12Q: 3 clusters Score -5368009 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5368590.500000 Penalty: 5092.286621
	Iteration 13Q: 3 clusters Score -5368590 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5369037.000000 Penalty: 5092.286621
	Iteration 14Q: 3 clusters Score -5369037 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5369379.000000 Penalty: 5092.286621
	Iteration 15Q: 3 clusters Score -5369379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5369609.000000 Penalty: 5092.286621
	Iteration 16Q: 3 clusters Score -5369609 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5369764.500000 Penalty: 5092.286621
	Iteration 17Q: 3 clusters Score -5369764 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5369847.000000 Penalty: 5092.286621
	Iteration 18Q: 3 clusters Score -5369847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5369931.500000 Penalty: 5092.286621
	Iteration 19Q: 3 clusters Score -5369932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5369990.500000 Penalty: 5092.286621
	Iteration 20F: 3 clusters Score -5369990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5370032.000000 Penalty: 5092.286621
	Iteration 21Q: 3 clusters Score -5370032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5370049.000000 Penalty: 5092.286621
	Iteration 22Q: 3 clusters Score -5370049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5370074.000000 Penalty: 5092.286621
	Iteration 23Q: 3 clusters Score -5370074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5370096.000000 Penalty: 5092.286621
	Iteration 24Q: 3 clusters Score -5370096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5370115.500000 Penalty: 5092.286621
	Iteration 25Q: 3 clusters Score -5370116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5370127.000000 Penalty: 5092.286621
	Iteration 26Q: 3 clusters Score -5370127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5370126.500000 Penalty: 5092.286621
	Iteration 27Q: 3 clusters Score -5370126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5370142.500000 Penalty: 5092.286621
	Iteration 28Q: 3 clusters Score -5370142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5370148.000000 Penalty: 5092.286621
	Iteration 29Q: 3 clusters Score -5370148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5370144.000000 Penalty: 5092.286621
	Iteration 30Q: 3 clusters Score -5370144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5370145.000000 Penalty: 5092.286621
	Iteration 31Q: 3 clusters Score -5370145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5370144.500000 Penalty: 5092.286621
	Iteration 32Q: 3 clusters Score -5370144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5370151.000000 Penalty: 5092.286621
	Iteration 33Q: 3 clusters Score -5370151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5370157.500000 Penalty: 5092.286621
	Iteration 34Q: 3 clusters Score -5370158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5370160.000000 Penalty: 5092.286621
	Iteration 35Q: 3 clusters Score -5370160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5370159.500000 Penalty: 5092.286621
	Iteration 36Q: 3 clusters Score -5370160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5370159.500000 Penalty: 5092.286621
	Iteration 37F: 3 clusters Score -5370160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -216546.453125 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -216546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -214518.312500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -214518.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -214795.406250 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -214795.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -214876.781250 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -214876.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -214911.812500 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -214911.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -214932.687500 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -214932.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -214964.000000 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -214964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -214981.062500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -214981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -214993.328125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -214993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -214995.328125 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -214995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -214998.562500 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -214998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -215001.250000 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -215001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -215005.437500 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -215005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -215008.875000 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -215008.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -215011.703125 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -215011.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -215015.109375 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -215015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -215016.203125 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -215016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -215017.843750 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -215017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -215018.843750 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -215018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -215018.843750 Penalty: 3474.871338
	Iteration 18F: 3 clusters Score -215018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Entering Unmasked Estep 
Score: -1518493.500000 Penalty: 2230.277588
	Iteration 0F: 2 clusters Score -1518494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1512125.500000 Penalty: 4460.555176
	Iteration 0F: 3 clusters Score -1512126 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1513798.750000 Penalty: 4460.555176
	Iteration 1F: 3 clusters Score -1513799 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1514029.000000 Penalty: 4460.555176
	Iteration 2F: 3 clusters Score -1514029 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1514162.875000 Penalty: 4460.555176
	Iteration 3Q: 3 clusters Score -1514163 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1514250.125000 Penalty: 4460.555176
	Iteration 4Q: 3 clusters Score -1514250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1514319.250000 Penalty: 4460.555176
	Iteration 5Q: 3 clusters Score -1514319 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1514377.500000 Penalty: 4460.555176
	Iteration 6Q: 3 clusters Score -1514378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1514430.750000 Penalty: 4460.555176
	Iteration 7Q: 3 clusters Score -1514431 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1514473.125000 Penalty: 4460.555176
	Iteration 8Q: 3 clusters Score -1514473 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1514507.125000 Penalty: 4460.555176
	Iteration 9Q: 3 clusters Score -1514507 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1514553.750000 Penalty: 4460.555176
	Iteration 10Q: 3 clusters Score -1514554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1514590.500000 Penalty: 4460.555176
	Iteration 11Q: 3 clusters Score -1514590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1514633.375000 Penalty: 4460.555176
	Iteration 12Q: 3 clusters Score -1514633 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1514676.625000 Penalty: 4460.555176
	Iteration 13Q: 3 clusters Score -1514677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1514717.250000 Penalty: 4460.555176
	Iteration 14Q: 3 clusters Score -1514717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1514766.375000 Penalty: 4460.555176
	Iteration 15Q: 3 clusters Score -1514766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1514833.875000 Penalty: 4460.555176
	Iteration 16Q: 3 clusters Score -1514834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1514907.500000 Penalty: 4460.555176
	Iteration 17Q: 3 clusters Score -1514908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1514979.375000 Penalty: 4460.555176
	Iteration 18Q: 3 clusters Score -1514979 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1515069.875000 Penalty: 4460.555176
	Iteration 19Q: 3 clusters Score -1515070 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1515179.500000 Penalty: 4460.555176
	Iteration 20F: 3 clusters Score -1515180 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1515298.625000 Penalty: 4460.555176
	Iteration 21Q: 3 clusters Score -1515299 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1515445.125000 Penalty: 4460.555176
	Iteration 22Q: 3 clusters Score -1515445 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1515633.875000 Penalty: 4460.555176
	Iteration 23Q: 3 clusters Score -1515634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1515813.875000 Penalty: 4460.555176
	Iteration 24Q: 3 clusters Score -1515814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1515991.250000 Penalty: 4460.555176
	Iteration 25Q: 3 clusters Score -1515991 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1516151.125000 Penalty: 4460.555176
	Iteration 26Q: 3 clusters Score -1516151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1516245.625000 Penalty: 4460.555176
	Iteration 27Q: 3 clusters Score -1516246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1516312.000000 Penalty: 4460.555176
	Iteration 28Q: 3 clusters Score -1516312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1516358.250000 Penalty: 4460.555176
	Iteration 29Q: 3 clusters Score -1516358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1516401.000000 Penalty: 4460.555176
	Iteration 30Q: 3 clusters Score -1516401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1516433.000000 Penalty: 4460.555176
	Iteration 31Q: 3 clusters Score -1516433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1516457.500000 Penalty: 4460.555176
	Iteration 32Q: 3 clusters Score -1516458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1516480.125000 Penalty: 4460.555176
	Iteration 33Q: 3 clusters Score -1516480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1516510.750000 Penalty: 4460.555176
	Iteration 34Q: 3 clusters Score -1516511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1516530.000000 Penalty: 4460.555176
	Iteration 35Q: 3 clusters Score -1516530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1516540.875000 Penalty: 4460.555176
	Iteration 36Q: 3 clusters Score -1516541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1516548.000000 Penalty: 4460.555176
	Iteration 37Q: 3 clusters Score -1516548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1516555.125000 Penalty: 4460.555176
	Iteration 38Q: 3 clusters Score -1516555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1516560.250000 Penalty: 4460.555176
	Iteration 39Q: 3 clusters Score -1516560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1516563.375000 Penalty: 4460.555176
	Iteration 40F: 3 clusters Score -1516563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1516565.875000 Penalty: 4460.555176
	Iteration 41Q: 3 clusters Score -1516566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1516568.875000 Penalty: 4460.555176
	Iteration 42Q: 3 clusters Score -1516569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1516570.500000 Penalty: 4460.555176
	Iteration 43Q: 3 clusters Score -1516570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1516572.000000 Penalty: 4460.555176
	Iteration 44Q: 3 clusters Score -1516572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1516572.000000 Penalty: 4460.555176
	Iteration 45F: 3 clusters Score -1516572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Entering Unmasked Estep 
Score: -5329261.500000 Penalty: 2534.481689
	Iteration 0F: 2 clusters Score -5329262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5311178.500000 Penalty: 5068.963379
	Iteration 0F: 3 clusters Score -5311178 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5317669.000000 Penalty: 5068.963379
	Iteration 1F: 3 clusters Score -5317669 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -5318079.500000 Penalty: 5068.963379
	Iteration 2Q: 3 clusters Score -5318080 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5318366.500000 Penalty: 5068.963379
	Iteration 3Q: 3 clusters Score -5318366 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5318558.000000 Penalty: 5068.963379
	Iteration 4Q: 3 clusters Score -5318558 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -5318689.000000 Penalty: 5068.963379
	Iteration 5Q: 3 clusters Score -5318689 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5318803.000000 Penalty: 5068.963379
	Iteration 6Q: 3 clusters Score -5318803 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5318902.000000 Penalty: 5068.963379
	Iteration 7Q: 3 clusters Score -5318902 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -5319008.500000 Penalty: 5068.963379
	Iteration 8Q: 3 clusters Score -5319008 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -5319096.500000 Penalty: 5068.963379
	Iteration 9Q: 3 clusters Score -5319096 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5319136.000000 Penalty: 5068.963379
	Iteration 10Q: 3 clusters Score -5319136 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5319207.000000 Penalty: 5068.963379
	Iteration 11Q: 3 clusters Score -5319207 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5319294.500000 Penalty: 5068.963379
	Iteration 12Q: 3 clusters Score -5319294 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5319391.000000 Penalty: 5068.963379
	Iteration 13Q: 3 clusters Score -5319391 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5319506.500000 Penalty: 5068.963379
	Iteration 14Q: 3 clusters Score -5319506 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5319656.500000 Penalty: 5068.963379
	Iteration 15Q: 3 clusters Score -5319656 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -5319927.000000 Penalty: 5068.963379
	Iteration 16Q: 3 clusters Score -5319927 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5320281.500000 Penalty: 5068.963379
	Iteration 17Q: 3 clusters Score -5320282 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -5320834.000000 Penalty: 5068.963379
	Iteration 18Q: 3 clusters Score -5320834 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5321612.000000 Penalty: 5068.963379
	Iteration 19Q: 3 clusters Score -5321612 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -5322659.500000 Penalty: 5068.963379
	Iteration 20F: 3 clusters Score -5322660 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -5323803.000000 Penalty: 5068.963379
	Iteration 21F: 3 clusters Score -5323803 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -5324884.500000 Penalty: 5068.963379
	Iteration 22Q: 3 clusters Score -5324884 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5325707.000000 Penalty: 5068.963379
	Iteration 23Q: 3 clusters Score -5325707 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5326223.500000 Penalty: 5068.963379
	Iteration 24Q: 3 clusters Score -5326224 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5326501.500000 Penalty: 5068.963379
	Iteration 25Q: 3 clusters Score -5326502 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5326689.000000 Penalty: 5068.963379
	Iteration 26Q: 3 clusters Score -5326689 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5326814.500000 Penalty: 5068.963379
	Iteration 27Q: 3 clusters Score -5326814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5326897.500000 Penalty: 5068.963379
	Iteration 28Q: 3 clusters Score -5326898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5326973.000000 Penalty: 5068.963379
	Iteration 29Q: 3 clusters Score -5326973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5327006.000000 Penalty: 5068.963379
	Iteration 30Q: 3 clusters Score -5327006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5327030.000000 Penalty: 5068.963379
	Iteration 31Q: 3 clusters Score -5327030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5327052.000000 Penalty: 5068.963379
	Iteration 32Q: 3 clusters Score -5327052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5327058.500000 Penalty: 5068.963379
	Iteration 33Q: 3 clusters Score -5327058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5327073.000000 Penalty: 5068.963379
	Iteration 34Q: 3 clusters Score -5327073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5327077.000000 Penalty: 5068.963379
	Iteration 35Q: 3 clusters Score -5327077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5327083.500000 Penalty: 5068.963379
	Iteration 36Q: 3 clusters Score -5327084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5327090.000000 Penalty: 5068.963379
	Iteration 37Q: 3 clusters Score -5327090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5327092.500000 Penalty: 5068.963379
	Iteration 38Q: 3 clusters Score -5327092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5327097.000000 Penalty: 5068.963379
	Iteration 39Q: 3 clusters Score -5327097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5327095.500000 Penalty: 5068.963379
	Iteration 40F: 3 clusters Score -5327096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5327101.000000 Penalty: 5068.963379
	Iteration 41Q: 3 clusters Score -5327101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5327103.000000 Penalty: 5068.963379
	Iteration 42Q: 3 clusters Score -5327103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5327106.500000 Penalty: 5068.963379
	Iteration 43Q: 3 clusters Score -5327106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5327105.500000 Penalty: 5068.963379
	Iteration 44Q: 3 clusters Score -5327106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5327110.000000 Penalty: 5068.963379
	Iteration 45Q: 3 clusters Score -5327110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5327118.000000 Penalty: 5068.963379
	Iteration 46Q: 3 clusters Score -5327118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5327119.000000 Penalty: 5068.963379
	Iteration 47Q: 3 clusters Score -5327119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5327117.500000 Penalty: 5068.963379
	Iteration 48Q: 3 clusters Score -5327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5327114.000000 Penalty: 5068.963379
	Iteration 49Q: 3 clusters Score -5327114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5327114.000000 Penalty: 5068.963379
	Iteration 50Q: 3 clusters Score -5327114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5327117.500000 Penalty: 5068.963379
	Iteration 51Q: 3 clusters Score -5327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5327117.500000 Penalty: 5068.963379
	Iteration 52Q: 3 clusters Score -5327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5327120.500000 Penalty: 5068.963379
	Iteration 53Q: 3 clusters Score -5327120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5327117.500000 Penalty: 5068.963379
	Iteration 54Q: 3 clusters Score -5327118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5327121.000000 Penalty: 5068.963379
	Iteration 55Q: 3 clusters Score -5327121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5327114.500000 Penalty: 5068.963379
	Iteration 56Q: 3 clusters Score -5327114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5327114.500000 Penalty: 5068.963379
	Iteration 57F: 3 clusters Score -5327114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21908.501953 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21908.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22022.117188 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22022.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22038.951172 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22038.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22047.658203 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22047.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22047.658203 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -22047.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (22001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Entering Unmasked Estep 
Score: -4274633.000000 Penalty: 2479.713135
	Iteration 0F: 2 clusters Score -4274633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -4259479.500000 Penalty: 4959.426270
	Iteration 0F: 3 clusters Score -4259480 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4264637.500000 Penalty: 4959.426270
	Iteration 1F: 3 clusters Score -4264638 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -4265022.500000 Penalty: 4959.426270
	Iteration 2F: 3 clusters Score -4265022 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4265354.500000 Penalty: 4959.426270
	Iteration 3Q: 3 clusters Score -4265354 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4265670.000000 Penalty: 4959.426270
	Iteration 4Q: 3 clusters Score -4265670 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4266022.500000 Penalty: 4959.426270
	Iteration 5Q: 3 clusters Score -4266022 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4266547.000000 Penalty: 4959.426270
	Iteration 6Q: 3 clusters Score -4266547 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -4267256.500000 Penalty: 4959.426270
	Iteration 7F: 3 clusters Score -4267256 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4268200.000000 Penalty: 4959.426270
	Iteration 8F: 3 clusters Score -4268200 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4269393.500000 Penalty: 4959.426270
	Iteration 9F: 3 clusters Score -4269394 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -4270557.500000 Penalty: 4959.426270
	Iteration 10F: 3 clusters Score -4270558 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4271429.000000 Penalty: 4959.426270
	Iteration 11Q: 3 clusters Score -4271429 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4271906.500000 Penalty: 4959.426270
	Iteration 12Q: 3 clusters Score -4271906 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -4272152.500000 Penalty: 4959.426270
	Iteration 13Q: 3 clusters Score -4272152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4272278.500000 Penalty: 4959.426270
	Iteration 14Q: 3 clusters Score -4272278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -4272350.000000 Penalty: 4959.426270
	Iteration 15Q: 3 clusters Score -4272350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4272388.000000 Penalty: 4959.426270
	Iteration 16Q: 3 clusters Score -4272388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4272412.000000 Penalty: 4959.426270
	Iteration 17Q: 3 clusters Score -4272412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4272433.000000 Penalty: 4959.426270
	Iteration 18Q: 3 clusters Score -4272433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4272453.500000 Penalty: 4959.426270
	Iteration 19Q: 3 clusters Score -4272454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4272466.000000 Penalty: 4959.426270
	Iteration 20F: 3 clusters Score -4272466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4272468.500000 Penalty: 4959.426270
	Iteration 21Q: 3 clusters Score -4272468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4272470.000000 Penalty: 4959.426270
	Iteration 22Q: 3 clusters Score -4272470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4272468.500000 Penalty: 4959.426270
	Iteration 23Q: 3 clusters Score -4272468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -4272468.500000 Penalty: 4959.426270
	Iteration 24F: 3 clusters Score -4272468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -180734.500000 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180734.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181015.562500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181015.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181108.750000 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181108.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181154.093750 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181176.859375 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181176.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181194.140625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181206.062500 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -181224.234375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -181238.656250 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181238.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -181258.890625 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181287.656250 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181287.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181319.765625 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181319.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181370.031250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -181415.937500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181415.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -181469.500000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181469.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181513.421875 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181513.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -181551.250000 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181580.484375 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -181580.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -181617.906250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -181617.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181665.203125 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -181665.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181714.578125 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -181714.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181788.140625 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -181788.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -181852.531250 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -181852.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181903.750000 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -181903.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -181944.562500 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -181944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -181972.093750 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -181972.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181990.015625 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -181990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -182014.296875 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -182014.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -182036.125000 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -182036.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -182049.484375 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -182049.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -182063.343750 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -182063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -182081.421875 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -182081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -182089.437500 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -182089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -182097.671875 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -182097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182106.906250 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -182106.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182108.703125 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -182108.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182113.468750 Penalty: 3438.010010
	Iteration 36Q: 3 clusters Score -182113.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182117.921875 Penalty: 3438.010010
	Iteration 37Q: 3 clusters Score -182117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -182125.765625 Penalty: 3438.010010
	Iteration 38Q: 3 clusters Score -182125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -182128.515625 Penalty: 3438.010010
	Iteration 39Q: 3 clusters Score -182128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182129.375000 Penalty: 3438.010010
	Iteration 40F: 3 clusters Score -182129.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182130.375000 Penalty: 3438.010010
	Iteration 41Q: 3 clusters Score -182130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182130.375000 Penalty: 3438.010010
	Iteration 42F: 3 clusters Score -182130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Entering Unmasked Estep 
Score: -4173079.250000 Penalty: 2459.121338
	Iteration 0F: 2 clusters Score -4173079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4160556.250000 Penalty: 4918.242676
	Iteration 0F: 3 clusters Score -4160556 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4165331.750000 Penalty: 4918.242676
	Iteration 1F: 3 clusters Score -4165332 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4165723.750000 Penalty: 4918.242676
	Iteration 2F: 3 clusters Score -4165724 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -4166084.750000 Penalty: 4918.242676
	Iteration 3Q: 3 clusters Score -4166085 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4166335.750000 Penalty: 4918.242676
	Iteration 4Q: 3 clusters Score -4166336 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4166558.250000 Penalty: 4918.242676
	Iteration 5Q: 3 clusters Score -4166558 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -4166742.500000 Penalty: 4918.242676
	Iteration 6Q: 3 clusters Score -4166742 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -4166958.500000 Penalty: 4918.242676
	Iteration 7Q: 3 clusters Score -4166958 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -4167236.500000 Penalty: 4918.242676
	Iteration 8Q: 3 clusters Score -4167236 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4167812.750000 Penalty: 4918.242676
	Iteration 9Q: 3 clusters Score -4167813 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4168428.000000 Penalty: 4918.242676
	Iteration 10Q: 3 clusters Score -4168428 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4169011.750000 Penalty: 4918.242676
	Iteration 11Q: 3 clusters Score -4169012 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -4169454.250000 Penalty: 4918.242676
	Iteration 12Q: 3 clusters Score -4169454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4169849.750000 Penalty: 4918.242676
	Iteration 13Q: 3 clusters Score -4169850 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4170130.750000 Penalty: 4918.242676
	Iteration 14Q: 3 clusters Score -4170131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4170290.250000 Penalty: 4918.242676
	Iteration 15Q: 3 clusters Score -4170290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4170395.750000 Penalty: 4918.242676
	Iteration 16Q: 3 clusters Score -4170396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4170467.250000 Penalty: 4918.242676
	Iteration 17Q: 3 clusters Score -4170467 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -4170531.750000 Penalty: 4918.242676
	Iteration 18Q: 3 clusters Score -4170532 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4170593.000000 Penalty: 4918.242676
	Iteration 19Q: 3 clusters Score -4170593 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4170641.000000 Penalty: 4918.242676
	Iteration 20F: 3 clusters Score -4170641 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4170688.500000 Penalty: 4918.242676
	Iteration 21Q: 3 clusters Score -4170688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4170727.000000 Penalty: 4918.242676
	Iteration 22Q: 3 clusters Score -4170727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4170755.750000 Penalty: 4918.242676
	Iteration 23Q: 3 clusters Score -4170756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4170778.750000 Penalty: 4918.242676
	Iteration 24Q: 3 clusters Score -4170779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4170809.000000 Penalty: 4918.242676
	Iteration 25Q: 3 clusters Score -4170809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4170817.500000 Penalty: 4918.242676
	Iteration 26Q: 3 clusters Score -4170818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4170842.000000 Penalty: 4918.242676
	Iteration 27Q: 3 clusters Score -4170842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4170862.500000 Penalty: 4918.242676
	Iteration 28Q: 3 clusters Score -4170862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4170867.000000 Penalty: 4918.242676
	Iteration 29Q: 3 clusters Score -4170867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4170883.250000 Penalty: 4918.242676
	Iteration 30Q: 3 clusters Score -4170883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4170889.250000 Penalty: 4918.242676
	Iteration 31Q: 3 clusters Score -4170889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4170892.750000 Penalty: 4918.242676
	Iteration 32Q: 3 clusters Score -4170893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4170887.250000 Penalty: 4918.242676
	Iteration 33Q: 3 clusters Score -4170887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4170886.500000 Penalty: 4918.242676
	Iteration 34Q: 3 clusters Score -4170886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4170891.250000 Penalty: 4918.242676
	Iteration 35Q: 3 clusters Score -4170891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4170893.000000 Penalty: 4918.242676
	Iteration 36Q: 3 clusters Score -4170893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4170888.250000 Penalty: 4918.242676
	Iteration 37Q: 3 clusters Score -4170888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -4170887.750000 Penalty: 4918.242676
	Iteration 38Q: 3 clusters Score -4170888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4170891.250000 Penalty: 4918.242676
	Iteration 39Q: 3 clusters Score -4170891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4170898.000000 Penalty: 4918.242676
	Iteration 40F: 3 clusters Score -4170898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4170894.750000 Penalty: 4918.242676
	Iteration 41Q: 3 clusters Score -4170895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4170897.000000 Penalty: 4918.242676
	Iteration 42Q: 3 clusters Score -4170897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4170894.000000 Penalty: 4918.242676
	Iteration 43Q: 3 clusters Score -4170894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4170894.500000 Penalty: 4918.242676
	Iteration 44Q: 3 clusters Score -4170894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4170902.500000 Penalty: 4918.242676
	Iteration 45Q: 3 clusters Score -4170902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4170903.750000 Penalty: 4918.242676
	Iteration 46Q: 3 clusters Score -4170904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4170899.250000 Penalty: 4918.242676
	Iteration 47Q: 3 clusters Score -4170899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4170901.000000 Penalty: 4918.242676
	Iteration 48Q: 3 clusters Score -4170901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4170905.000000 Penalty: 4918.242676
	Iteration 49Q: 3 clusters Score -4170905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4170909.000000 Penalty: 4918.242676
	Iteration 50Q: 3 clusters Score -4170909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4170908.750000 Penalty: 4918.242676
	Iteration 51Q: 3 clusters Score -4170909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4170907.500000 Penalty: 4918.242676
	Iteration 52Q: 3 clusters Score -4170908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4170910.000000 Penalty: 4918.242676
	Iteration 53Q: 3 clusters Score -4170910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4170909.500000 Penalty: 4918.242676
	Iteration 54Q: 3 clusters Score -4170910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4170905.750000 Penalty: 4918.242676
	Iteration 55Q: 3 clusters Score -4170906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4170908.250000 Penalty: 4918.242676
	Iteration 56Q: 3 clusters Score -4170908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4170909.500000 Penalty: 4918.242676
	Iteration 57Q: 3 clusters Score -4170910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -4170909.500000 Penalty: 4918.242676
	Iteration 58F: 3 clusters Score -4170910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (26665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Entering Unmasked Estep 
Score: -5450430.500000 Penalty: 2527.394531
	Iteration 0F: 2 clusters Score -5450430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5434526.500000 Penalty: 5054.789062
	Iteration 0F: 3 clusters Score -5434526 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5440721.000000 Penalty: 5054.789062
	Iteration 1F: 3 clusters Score -5440721 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5441057.500000 Penalty: 5054.789062
	Iteration 2Q: 3 clusters Score -5441058 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5441409.000000 Penalty: 5054.789062
	Iteration 3Q: 3 clusters Score -5441409 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -5441760.000000 Penalty: 5054.789062
	Iteration 4Q: 3 clusters Score -5441760 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5442157.000000 Penalty: 5054.789062
	Iteration 5Q: 3 clusters Score -5442157 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -5442606.000000 Penalty: 5054.789062
	Iteration 6Q: 3 clusters Score -5442606 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5443207.500000 Penalty: 5054.789062
	Iteration 7Q: 3 clusters Score -5443208 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5444045.500000 Penalty: 5054.789062
	Iteration 8F: 3 clusters Score -5444046 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5445282.000000 Penalty: 5054.789062
	Iteration 9F: 3 clusters Score -5445282 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5446780.500000 Penalty: 5054.789062
	Iteration 10F: 3 clusters Score -5446780 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5448044.500000 Penalty: 5054.789062
	Iteration 11F: 3 clusters Score -5448044 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5448768.500000 Penalty: 5054.789062
	Iteration 12F: 3 clusters Score -5448768 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5449205.500000 Penalty: 5054.789062
	Iteration 13Q: 3 clusters Score -5449206 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5449455.500000 Penalty: 5054.789062
	Iteration 14Q: 3 clusters Score -5449456 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5449638.000000 Penalty: 5054.789062
	Iteration 15Q: 3 clusters Score -5449638 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5449836.500000 Penalty: 5054.789062
	Iteration 16Q: 3 clusters Score -5449836 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5449958.000000 Penalty: 5054.789062
	Iteration 17Q: 3 clusters Score -5449958 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5450054.500000 Penalty: 5054.789062
	Iteration 18Q: 3 clusters Score -5450054 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -5450112.000000 Penalty: 5054.789062
	Iteration 19Q: 3 clusters Score -5450112 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5450147.000000 Penalty: 5054.789062
	Iteration 20F: 3 clusters Score -5450147 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5450155.500000 Penalty: 5054.789062
	Iteration 21Q: 3 clusters Score -5450156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5450148.000000 Penalty: 5054.789062
	Iteration 22Q: 3 clusters Score -5450148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5450162.000000 Penalty: 5054.789062
	Iteration 23Q: 3 clusters Score -5450162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5450171.000000 Penalty: 5054.789062
	Iteration 24Q: 3 clusters Score -5450171 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5450150.000000 Penalty: 5054.789062
	Iteration 25Q: 3 clusters Score -5450150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5450132.500000 Penalty: 5054.789062
	Iteration 26Q: 3 clusters Score -5450132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -5450123.500000 Penalty: 5054.789062
	Iteration 27Q: 3 clusters Score -5450124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -5450097.500000 Penalty: 5054.789062
	Iteration 28Q: 3 clusters Score -5450098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -5450107.000000 Penalty: 5054.789062
	Iteration 29Q: 3 clusters Score -5450107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -5450102.500000 Penalty: 5054.789062
	Iteration 30Q: 3 clusters Score -5450102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5450090.000000 Penalty: 5054.789062
	Iteration 31Q: 3 clusters Score -5450090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -5450082.500000 Penalty: 5054.789062
	Iteration 32Q: 3 clusters Score -5450082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5450077.500000 Penalty: 5054.789062
	Iteration 33Q: 3 clusters Score -5450078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -5450076.500000 Penalty: 5054.789062
	Iteration 34Q: 3 clusters Score -5450076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5450071.500000 Penalty: 5054.789062
	Iteration 35Q: 3 clusters Score -5450072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -5450057.000000 Penalty: 5054.789062
	Iteration 36Q: 3 clusters Score -5450057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -5450055.500000 Penalty: 5054.789062
	Iteration 37Q: 3 clusters Score -5450056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -5450057.500000 Penalty: 5054.789062
	Iteration 38Q: 3 clusters Score -5450058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5450047.500000 Penalty: 5054.789062
	Iteration 39Q: 3 clusters Score -5450048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5450055.000000 Penalty: 5054.789062
	Iteration 40F: 3 clusters Score -5450055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5450045.000000 Penalty: 5054.789062
	Iteration 41Q: 3 clusters Score -5450045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5450046.500000 Penalty: 5054.789062
	Iteration 42Q: 3 clusters Score -5450046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5450053.000000 Penalty: 5054.789062
	Iteration 43Q: 3 clusters Score -5450053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5450053.000000 Penalty: 5054.789062
	Iteration 44Q: 3 clusters Score -5450053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -5450047.500000 Penalty: 5054.789062
	Iteration 45Q: 3 clusters Score -5450048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -5450056.000000 Penalty: 5054.789062
	Iteration 46Q: 3 clusters Score -5450056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -5450051.500000 Penalty: 5054.789062
	Iteration 47Q: 3 clusters Score -5450052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -5450052.000000 Penalty: 5054.789062
	Iteration 48Q: 3 clusters Score -5450052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -5450040.000000 Penalty: 5054.789062
	Iteration 49Q: 3 clusters Score -5450040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -5450040.000000 Penalty: 5054.789062
	Iteration 50Q: 3 clusters Score -5450040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -5450043.500000 Penalty: 5054.789062
	Iteration 51Q: 3 clusters Score -5450044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5450045.000000 Penalty: 5054.789062
	Iteration 52Q: 3 clusters Score -5450045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5450048.000000 Penalty: 5054.789062
	Iteration 53Q: 3 clusters Score -5450048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -5450039.000000 Penalty: 5054.789062
	Iteration 54Q: 3 clusters Score -5450039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5450037.500000 Penalty: 5054.789062
	Iteration 55Q: 3 clusters Score -5450038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -5450035.500000 Penalty: 5054.789062
	Iteration 56Q: 3 clusters Score -5450036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -5450042.500000 Penalty: 5054.789062
	Iteration 57Q: 3 clusters Score -5450042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -5450036.500000 Penalty: 5054.789062
	Iteration 58Q: 3 clusters Score -5450036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -5450043.500000 Penalty: 5054.789062
	Iteration 59Q: 3 clusters Score -5450044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5450041.000000 Penalty: 5054.789062
	Iteration 60F: 3 clusters Score -5450041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -5450043.500000 Penalty: 5054.789062
	Iteration 61Q: 3 clusters Score -5450044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5450043.000000 Penalty: 5054.789062
	Iteration 62Q: 3 clusters Score -5450043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -5450039.000000 Penalty: 5054.789062
	Iteration 63Q: 3 clusters Score -5450039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5450039.500000 Penalty: 5054.789062
	Iteration 64Q: 3 clusters Score -5450040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 5054.789062
	Iteration 65Q: 3 clusters Score -5450032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -5450031.500000 Penalty: 5054.789062
	Iteration 66F: 3 clusters Score -5450032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (20112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Entering Unmasked Estep 
Score: -4137989.500000 Penalty: 2457.449951
	Iteration 0F: 2 clusters Score -4137990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -4125592.000000 Penalty: 4914.899902
	Iteration 0F: 3 clusters Score -4125592 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -4130180.750000 Penalty: 4914.899902
	Iteration 1F: 3 clusters Score -4130181 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4130507.250000 Penalty: 4914.899902
	Iteration 2Q: 3 clusters Score -4130507 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4130728.000000 Penalty: 4914.899902
	Iteration 3Q: 3 clusters Score -4130728 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -4130929.000000 Penalty: 4914.899902
	Iteration 4Q: 3 clusters Score -4130929 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4131090.500000 Penalty: 4914.899902
	Iteration 5Q: 3 clusters Score -4131090 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -4131211.000000 Penalty: 4914.899902
	Iteration 6Q: 3 clusters Score -4131211 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4131353.000000 Penalty: 4914.899902
	Iteration 7Q: 3 clusters Score -4131353 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4131471.000000 Penalty: 4914.899902
	Iteration 8Q: 3 clusters Score -4131471 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4131592.500000 Penalty: 4914.899902
	Iteration 9Q: 3 clusters Score -4131592 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4131694.000000 Penalty: 4914.899902
	Iteration 10Q: 3 clusters Score -4131694 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -4131786.750000 Penalty: 4914.899902
	Iteration 11Q: 3 clusters Score -4131787 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4131920.250000 Penalty: 4914.899902
	Iteration 12Q: 3 clusters Score -4131920 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -4132022.000000 Penalty: 4914.899902
	Iteration 13Q: 3 clusters Score -4132022 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4132190.000000 Penalty: 4914.899902
	Iteration 14Q: 3 clusters Score -4132190 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4132441.500000 Penalty: 4914.899902
	Iteration 15Q: 3 clusters Score -4132442 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4132717.750000 Penalty: 4914.899902
	Iteration 16Q: 3 clusters Score -4132718 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -4133055.000000 Penalty: 4914.899902
	Iteration 17Q: 3 clusters Score -4133055 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4133511.250000 Penalty: 4914.899902
	Iteration 18Q: 3 clusters Score -4133511 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -4134060.000000 Penalty: 4914.899902
	Iteration 19Q: 3 clusters Score -4134060 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4134590.500000 Penalty: 4914.899902
	Iteration 20F: 3 clusters Score -4134590 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4134981.250000 Penalty: 4914.899902
	Iteration 21Q: 3 clusters Score -4134981 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4135261.250000 Penalty: 4914.899902
	Iteration 22Q: 3 clusters Score -4135261 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4135453.250000 Penalty: 4914.899902
	Iteration 23Q: 3 clusters Score -4135453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4135602.500000 Penalty: 4914.899902
	Iteration 24Q: 3 clusters Score -4135602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4135704.250000 Penalty: 4914.899902
	Iteration 25Q: 3 clusters Score -4135704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4135776.000000 Penalty: 4914.899902
	Iteration 26Q: 3 clusters Score -4135776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4135846.500000 Penalty: 4914.899902
	Iteration 27Q: 3 clusters Score -4135846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -4135877.250000 Penalty: 4914.899902
	Iteration 28Q: 3 clusters Score -4135877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4135911.250000 Penalty: 4914.899902
	Iteration 29Q: 3 clusters Score -4135911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4135923.500000 Penalty: 4914.899902
	Iteration 30Q: 3 clusters Score -4135924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -4135937.750000 Penalty: 4914.899902
	Iteration 31Q: 3 clusters Score -4135938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4135939.000000 Penalty: 4914.899902
	Iteration 32Q: 3 clusters Score -4135939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4135949.750000 Penalty: 4914.899902
	Iteration 33Q: 3 clusters Score -4135950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4135949.000000 Penalty: 4914.899902
	Iteration 34Q: 3 clusters Score -4135949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4135957.750000 Penalty: 4914.899902
	Iteration 35Q: 3 clusters Score -4135958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4135963.500000 Penalty: 4914.899902
	Iteration 36Q: 3 clusters Score -4135964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4135964.250000 Penalty: 4914.899902
	Iteration 37Q: 3 clusters Score -4135964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -4135965.000000 Penalty: 4914.899902
	Iteration 38Q: 3 clusters Score -4135965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4135967.750000 Penalty: 4914.899902
	Iteration 39Q: 3 clusters Score -4135968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -4135967.750000 Penalty: 4914.899902
	Iteration 40F: 3 clusters Score -4135968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -736088.125000 Penalty: 2048.281494
	Iteration 0F: 2 clusters Score -736088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -732237.062500 Penalty: 4096.562988
	Iteration 0F: 3 clusters Score -732237.1 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -733084.687500 Penalty: 4096.562988
	Iteration 1F: 3 clusters Score -733084.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -733260.375000 Penalty: 4096.562988
	Iteration 2F: 3 clusters Score -733260.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -733363.437500 Penalty: 4096.562988
	Iteration 3Q: 3 clusters Score -733363.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -733435.125000 Penalty: 4096.562988
	Iteration 4Q: 3 clusters Score -733435.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -733499.875000 Penalty: 4096.562988
	Iteration 5Q: 3 clusters Score -733499.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -733561.187500 Penalty: 4096.562988
	Iteration 6Q: 3 clusters Score -733561.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -733602.750000 Penalty: 4096.562988
	Iteration 7Q: 3 clusters Score -733602.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -733633.312500 Penalty: 4096.562988
	Iteration 8Q: 3 clusters Score -733633.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -733664.312500 Penalty: 4096.562988
	Iteration 9Q: 3 clusters Score -733664.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -733685.250000 Penalty: 4096.562988
	Iteration 10Q: 3 clusters Score -733685.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -733706.687500 Penalty: 4096.562988
	Iteration 11Q: 3 clusters Score -733706.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -733726.562500 Penalty: 4096.562988
	Iteration 12Q: 3 clusters Score -733726.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -733741.312500 Penalty: 4096.562988
	Iteration 13Q: 3 clusters Score -733741.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -733757.687500 Penalty: 4096.562988
	Iteration 14Q: 3 clusters Score -733757.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -733774.500000 Penalty: 4096.562988
	Iteration 15Q: 3 clusters Score -733774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -733785.937500 Penalty: 4096.562988
	Iteration 16Q: 3 clusters Score -733785.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -733797.812500 Penalty: 4096.562988
	Iteration 17Q: 3 clusters Score -733797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -733813.375000 Penalty: 4096.562988
	Iteration 18Q: 3 clusters Score -733813.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -733835.125000 Penalty: 4096.562988
	Iteration 19Q: 3 clusters Score -733835.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -733854.000000 Penalty: 4096.562988
	Iteration 20F: 3 clusters Score -733854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -733874.875000 Penalty: 4096.562988
	Iteration 21Q: 3 clusters Score -733874.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -733896.937500 Penalty: 4096.562988
	Iteration 22Q: 3 clusters Score -733896.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -733919.375000 Penalty: 4096.562988
	Iteration 23Q: 3 clusters Score -733919.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -733940.625000 Penalty: 4096.562988
	Iteration 24Q: 3 clusters Score -733940.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -733956.125000 Penalty: 4096.562988
	Iteration 25Q: 3 clusters Score -733956.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -733970.375000 Penalty: 4096.562988
	Iteration 26Q: 3 clusters Score -733970.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -733991.687500 Penalty: 4096.562988
	Iteration 27Q: 3 clusters Score -733991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -734011.125000 Penalty: 4096.562988
	Iteration 28Q: 3 clusters Score -734011.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -734025.312500 Penalty: 4096.562988
	Iteration 29Q: 3 clusters Score -734025.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -734035.187500 Penalty: 4096.562988
	Iteration 30Q: 3 clusters Score -734035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -734045.812500 Penalty: 4096.562988
	Iteration 31Q: 3 clusters Score -734045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -734057.125000 Penalty: 4096.562988
	Iteration 32Q: 3 clusters Score -734057.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -734064.375000 Penalty: 4096.562988
	Iteration 33Q: 3 clusters Score -734064.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -734075.500000 Penalty: 4096.562988
	Iteration 34Q: 3 clusters Score -734075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -734085.375000 Penalty: 4096.562988
	Iteration 35Q: 3 clusters Score -734085.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -734091.625000 Penalty: 4096.562988
	Iteration 36Q: 3 clusters Score -734091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -734103.875000 Penalty: 4096.562988
	Iteration 37Q: 3 clusters Score -734103.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -734116.500000 Penalty: 4096.562988
	Iteration 38Q: 3 clusters Score -734116.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -734127.937500 Penalty: 4096.562988
	Iteration 39Q: 3 clusters Score -734127.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -734134.875000 Penalty: 4096.562988
	Iteration 40F: 3 clusters Score -734134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -734143.375000 Penalty: 4096.562988
	Iteration 41Q: 3 clusters Score -734143.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -734153.062500 Penalty: 4096.562988
	Iteration 42Q: 3 clusters Score -734153.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -734161.687500 Penalty: 4096.562988
	Iteration 43Q: 3 clusters Score -734161.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -734170.812500 Penalty: 4096.562988
	Iteration 44Q: 3 clusters Score -734170.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -734177.687500 Penalty: 4096.562988
	Iteration 45Q: 3 clusters Score -734177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -734183.812500 Penalty: 4096.562988
	Iteration 46Q: 3 clusters Score -734183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -734190.125000 Penalty: 4096.562988
	Iteration 47Q: 3 clusters Score -734190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -734194.625000 Penalty: 4096.562988
	Iteration 48Q: 3 clusters Score -734194.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -734198.500000 Penalty: 4096.562988
	Iteration 49Q: 3 clusters Score -734198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -734199.875000 Penalty: 4096.562988
	Iteration 50Q: 3 clusters Score -734199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -734200.875000 Penalty: 4096.562988
	Iteration 51Q: 3 clusters Score -734200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -734200.875000 Penalty: 4096.562988
	Iteration 52Q: 3 clusters Score -734200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -734200.875000 Penalty: 4096.562988
	Iteration 53F: 3 clusters Score -734200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16829.980469 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16829.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -16885.134766 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16885.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -16921.605469 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16921.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16931.220703 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16931.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16934.123047 Penalty: 2418.097900
	Iteration 4Q: 3 clusters Score -16934.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -16934.123047 Penalty: 2418.097900
	Iteration 5F: 3 clusters Score -16934.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Entering Unmasked Estep 
Score: -4241832.500000 Penalty: 2462.829102
	Iteration 0F: 2 clusters Score -4241832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4229284.000000 Penalty: 4925.658203
	Iteration 0F: 3 clusters Score -4229284 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4234064.500000 Penalty: 4925.658203
	Iteration 1F: 3 clusters Score -4234064 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4234393.500000 Penalty: 4925.658203
	Iteration 2F: 3 clusters Score -4234394 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -4234618.500000 Penalty: 4925.658203
	Iteration 3Q: 3 clusters Score -4234618 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4234791.000000 Penalty: 4925.658203
	Iteration 4Q: 3 clusters Score -4234791 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4234965.000000 Penalty: 4925.658203
	Iteration 5Q: 3 clusters Score -4234965 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4235100.500000 Penalty: 4925.658203
	Iteration 6Q: 3 clusters Score -4235100 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -4235194.500000 Penalty: 4925.658203
	Iteration 7Q: 3 clusters Score -4235194 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4235290.500000 Penalty: 4925.658203
	Iteration 8Q: 3 clusters Score -4235290 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4235385.500000 Penalty: 4925.658203
	Iteration 9Q: 3 clusters Score -4235386 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4235499.500000 Penalty: 4925.658203
	Iteration 10Q: 3 clusters Score -4235500 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4235625.500000 Penalty: 4925.658203
	Iteration 11Q: 3 clusters Score -4235626 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4235733.500000 Penalty: 4925.658203
	Iteration 12Q: 3 clusters Score -4235734 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4235857.000000 Penalty: 4925.658203
	Iteration 13Q: 3 clusters Score -4235857 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -4236076.000000 Penalty: 4925.658203
	Iteration 14Q: 3 clusters Score -4236076 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4236418.500000 Penalty: 4925.658203
	Iteration 15Q: 3 clusters Score -4236418 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -4236793.000000 Penalty: 4925.658203
	Iteration 16Q: 3 clusters Score -4236793 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4237298.000000 Penalty: 4925.658203
	Iteration 17Q: 3 clusters Score -4237298 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4237880.500000 Penalty: 4925.658203
	Iteration 18Q: 3 clusters Score -4237880 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4238400.000000 Penalty: 4925.658203
	Iteration 19Q: 3 clusters Score -4238400 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4238872.500000 Penalty: 4925.658203
	Iteration 20F: 3 clusters Score -4238872 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4239142.500000 Penalty: 4925.658203
	Iteration 21Q: 3 clusters Score -4239142 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4239331.500000 Penalty: 4925.658203
	Iteration 22Q: 3 clusters Score -4239332 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4239512.500000 Penalty: 4925.658203
	Iteration 23Q: 3 clusters Score -4239512 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -4239623.000000 Penalty: 4925.658203
	Iteration 24Q: 3 clusters Score -4239623 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4239695.500000 Penalty: 4925.658203
	Iteration 25Q: 3 clusters Score -4239696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4239741.000000 Penalty: 4925.658203
	Iteration 26Q: 3 clusters Score -4239741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4239766.500000 Penalty: 4925.658203
	Iteration 27Q: 3 clusters Score -4239766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4239826.500000 Penalty: 4925.658203
	Iteration 28Q: 3 clusters Score -4239826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4239853.500000 Penalty: 4925.658203
	Iteration 29Q: 3 clusters Score -4239854 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4239871.500000 Penalty: 4925.658203
	Iteration 30Q: 3 clusters Score -4239872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -4239896.000000 Penalty: 4925.658203
	Iteration 31Q: 3 clusters Score -4239896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4239913.000000 Penalty: 4925.658203
	Iteration 32Q: 3 clusters Score -4239913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -4239951.500000 Penalty: 4925.658203
	Iteration 33Q: 3 clusters Score -4239952 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4239958.500000 Penalty: 4925.658203
	Iteration 34Q: 3 clusters Score -4239958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -4239971.500000 Penalty: 4925.658203
	Iteration 35Q: 3 clusters Score -4239972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -4239981.000000 Penalty: 4925.658203
	Iteration 36Q: 3 clusters Score -4239981 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4239985.500000 Penalty: 4925.658203
	Iteration 37Q: 3 clusters Score -4239986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4239990.500000 Penalty: 4925.658203
	Iteration 38Q: 3 clusters Score -4239990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4240000.500000 Penalty: 4925.658203
	Iteration 39Q: 3 clusters Score -4240000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4240002.000000 Penalty: 4925.658203
	Iteration 40F: 3 clusters Score -4240002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4240007.000000 Penalty: 4925.658203
	Iteration 41Q: 3 clusters Score -4240007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4240003.500000 Penalty: 4925.658203
	Iteration 42Q: 3 clusters Score -4240004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4240008.500000 Penalty: 4925.658203
	Iteration 43Q: 3 clusters Score -4240008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4240017.500000 Penalty: 4925.658203
	Iteration 44Q: 3 clusters Score -4240018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4240019.000000 Penalty: 4925.658203
	Iteration 45Q: 3 clusters Score -4240019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4240009.000000 Penalty: 4925.658203
	Iteration 46Q: 3 clusters Score -4240009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4240005.000000 Penalty: 4925.658203
	Iteration 47Q: 3 clusters Score -4240005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4240016.500000 Penalty: 4925.658203
	Iteration 48Q: 3 clusters Score -4240016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4240012.000000 Penalty: 4925.658203
	Iteration 49Q: 3 clusters Score -4240012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4240011.500000 Penalty: 4925.658203
	Iteration 50Q: 3 clusters Score -4240012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -4240014.500000 Penalty: 4925.658203
	Iteration 51Q: 3 clusters Score -4240014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4240022.000000 Penalty: 4925.658203
	Iteration 52Q: 3 clusters Score -4240022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4240015.500000 Penalty: 4925.658203
	Iteration 53Q: 3 clusters Score -4240016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4240015.500000 Penalty: 4925.658203
	Iteration 54F: 3 clusters Score -4240016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Entering Unmasked Estep 
Score: -3937066.250000 Penalty: 2444.554932
	Iteration 0F: 2 clusters Score -3937066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -3925062.500000 Penalty: 4889.109863
	Iteration 0F: 3 clusters Score -3925062 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -3929252.250000 Penalty: 4889.109863
	Iteration 1F: 3 clusters Score -3929252 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3929594.000000 Penalty: 4889.109863
	Iteration 2F: 3 clusters Score -3929594 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3929911.000000 Penalty: 4889.109863
	Iteration 3Q: 3 clusters Score -3929911 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -3930152.750000 Penalty: 4889.109863
	Iteration 4Q: 3 clusters Score -3930153 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3930375.750000 Penalty: 4889.109863
	Iteration 5Q: 3 clusters Score -3930376 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3930596.750000 Penalty: 4889.109863
	Iteration 6Q: 3 clusters Score -3930597 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3930871.750000 Penalty: 4889.109863
	Iteration 7Q: 3 clusters Score -3930872 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3931133.000000 Penalty: 4889.109863
	Iteration 8Q: 3 clusters Score -3931133 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3931448.000000 Penalty: 4889.109863
	Iteration 9Q: 3 clusters Score -3931448 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3931786.250000 Penalty: 4889.109863
	Iteration 10Q: 3 clusters Score -3931786 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3932302.750000 Penalty: 4889.109863
	Iteration 11Q: 3 clusters Score -3932303 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3932817.250000 Penalty: 4889.109863
	Iteration 12Q: 3 clusters Score -3932817 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3933320.750000 Penalty: 4889.109863
	Iteration 13Q: 3 clusters Score -3933321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3933710.500000 Penalty: 4889.109863
	Iteration 14Q: 3 clusters Score -3933710 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3934087.500000 Penalty: 4889.109863
	Iteration 15Q: 3 clusters Score -3934088 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3934256.750000 Penalty: 4889.109863
	Iteration 16Q: 3 clusters Score -3934257 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3934366.750000 Penalty: 4889.109863
	Iteration 17Q: 3 clusters Score -3934367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3934413.500000 Penalty: 4889.109863
	Iteration 18Q: 3 clusters Score -3934414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3934503.250000 Penalty: 4889.109863
	Iteration 19Q: 3 clusters Score -3934503 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3934462.000000 Penalty: 4889.109863
	Iteration 20F: 3 clusters Score -3934462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3934473.500000 Penalty: 4889.109863
	Iteration 21Q: 3 clusters Score -3934474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3934607.750000 Penalty: 4889.109863
	Iteration 22Q: 3 clusters Score -3934608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3934611.000000 Penalty: 4889.109863
	Iteration 23Q: 3 clusters Score -3934611 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3934697.250000 Penalty: 4889.109863
	Iteration 24Q: 3 clusters Score -3934697 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3934765.500000 Penalty: 4889.109863
	Iteration 25Q: 3 clusters Score -3934766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3934824.000000 Penalty: 4889.109863
	Iteration 26Q: 3 clusters Score -3934824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3934856.750000 Penalty: 4889.109863
	Iteration 27Q: 3 clusters Score -3934857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3934853.500000 Penalty: 4889.109863
	Iteration 28Q: 3 clusters Score -3934854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3934843.500000 Penalty: 4889.109863
	Iteration 29Q: 3 clusters Score -3934844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3934868.000000 Penalty: 4889.109863
	Iteration 30Q: 3 clusters Score -3934868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3934906.750000 Penalty: 4889.109863
	Iteration 31Q: 3 clusters Score -3934907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3934924.250000 Penalty: 4889.109863
	Iteration 32Q: 3 clusters Score -3934924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3934928.750000 Penalty: 4889.109863
	Iteration 33Q: 3 clusters Score -3934929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3934956.000000 Penalty: 4889.109863
	Iteration 34Q: 3 clusters Score -3934956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3934959.250000 Penalty: 4889.109863
	Iteration 35Q: 3 clusters Score -3934959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3934976.250000 Penalty: 4889.109863
	Iteration 36Q: 3 clusters Score -3934976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3934962.500000 Penalty: 4889.109863
	Iteration 37Q: 3 clusters Score -3934962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3934987.000000 Penalty: 4889.109863
	Iteration 38Q: 3 clusters Score -3934987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3934989.500000 Penalty: 4889.109863
	Iteration 39Q: 3 clusters Score -3934990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3934993.500000 Penalty: 4889.109863
	Iteration 40F: 3 clusters Score -3934994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3934988.500000 Penalty: 4889.109863
	Iteration 41Q: 3 clusters Score -3934988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3934982.750000 Penalty: 4889.109863
	Iteration 42Q: 3 clusters Score -3934983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3934976.000000 Penalty: 4889.109863
	Iteration 43Q: 3 clusters Score -3934976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3934971.250000 Penalty: 4889.109863
	Iteration 44Q: 3 clusters Score -3934971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3934978.750000 Penalty: 4889.109863
	Iteration 45Q: 3 clusters Score -3934979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3934973.500000 Penalty: 4889.109863
	Iteration 46Q: 3 clusters Score -3934974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3934973.000000 Penalty: 4889.109863
	Iteration 47Q: 3 clusters Score -3934973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3934980.750000 Penalty: 4889.109863
	Iteration 48Q: 3 clusters Score -3934981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3934970.000000 Penalty: 4889.109863
	Iteration 49Q: 3 clusters Score -3934970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3934964.000000 Penalty: 4889.109863
	Iteration 50Q: 3 clusters Score -3934964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3934957.750000 Penalty: 4889.109863
	Iteration 51Q: 3 clusters Score -3934958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3934959.500000 Penalty: 4889.109863
	Iteration 52Q: 3 clusters Score -3934960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3934951.500000 Penalty: 4889.109863
	Iteration 53Q: 3 clusters Score -3934952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3934946.500000 Penalty: 4889.109863
	Iteration 54Q: 3 clusters Score -3934946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3934949.250000 Penalty: 4889.109863
	Iteration 55Q: 3 clusters Score -3934949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3934961.750000 Penalty: 4889.109863
	Iteration 56Q: 3 clusters Score -3934962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3934961.750000 Penalty: 4889.109863
	Iteration 57F: 3 clusters Score -3934962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (21157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Entering Unmasked Estep 
Score: -4117651.750000 Penalty: 2470.012207
	Iteration 0F: 2 clusters Score -4117652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -4102905.250000 Penalty: 4940.024414
	Iteration 0F: 3 clusters Score -4102905 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4107951.000000 Penalty: 4940.024414
	Iteration 1F: 3 clusters Score -4107951 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4108278.750000 Penalty: 4940.024414
	Iteration 2Q: 3 clusters Score -4108279 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4108539.250000 Penalty: 4940.024414
	Iteration 3Q: 3 clusters Score -4108539 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4108760.250000 Penalty: 4940.024414
	Iteration 4Q: 3 clusters Score -4108760 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4108929.500000 Penalty: 4940.024414
	Iteration 5Q: 3 clusters Score -4108930 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -4109084.500000 Penalty: 4940.024414
	Iteration 6Q: 3 clusters Score -4109084 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -4109256.250000 Penalty: 4940.024414
	Iteration 7Q: 3 clusters Score -4109256 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -4109435.250000 Penalty: 4940.024414
	Iteration 8Q: 3 clusters Score -4109435 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4109646.500000 Penalty: 4940.024414
	Iteration 9Q: 3 clusters Score -4109646 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -4109908.500000 Penalty: 4940.024414
	Iteration 10Q: 3 clusters Score -4109908 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4110289.500000 Penalty: 4940.024414
	Iteration 11Q: 3 clusters Score -4110290 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4110812.750000 Penalty: 4940.024414
	Iteration 12Q: 3 clusters Score -4110813 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4111538.500000 Penalty: 4940.024414
	Iteration 13F: 3 clusters Score -4111538 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4112474.000000 Penalty: 4940.024414
	Iteration 14F: 3 clusters Score -4112474 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4113471.500000 Penalty: 4940.024414
	Iteration 15F: 3 clusters Score -4113472 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4114265.000000 Penalty: 4940.024414
	Iteration 16Q: 3 clusters Score -4114265 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4114774.250000 Penalty: 4940.024414
	Iteration 17Q: 3 clusters Score -4114774 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4115067.250000 Penalty: 4940.024414
	Iteration 18Q: 3 clusters Score -4115067 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4115214.000000 Penalty: 4940.024414
	Iteration 19Q: 3 clusters Score -4115214 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -4115311.000000 Penalty: 4940.024414
	Iteration 20F: 3 clusters Score -4115311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4115358.000000 Penalty: 4940.024414
	Iteration 21Q: 3 clusters Score -4115358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4115401.000000 Penalty: 4940.024414
	Iteration 22Q: 3 clusters Score -4115401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -4115424.250000 Penalty: 4940.024414
	Iteration 23Q: 3 clusters Score -4115424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4115431.750000 Penalty: 4940.024414
	Iteration 24Q: 3 clusters Score -4115432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4115439.750000 Penalty: 4940.024414
	Iteration 25Q: 3 clusters Score -4115440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4115436.750000 Penalty: 4940.024414
	Iteration 26Q: 3 clusters Score -4115437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4115442.000000 Penalty: 4940.024414
	Iteration 27Q: 3 clusters Score -4115442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4115444.500000 Penalty: 4940.024414
	Iteration 28Q: 3 clusters Score -4115444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4115453.750000 Penalty: 4940.024414
	Iteration 29Q: 3 clusters Score -4115454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4115459.750000 Penalty: 4940.024414
	Iteration 30Q: 3 clusters Score -4115460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4115458.250000 Penalty: 4940.024414
	Iteration 31Q: 3 clusters Score -4115458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4115462.250000 Penalty: 4940.024414
	Iteration 32Q: 3 clusters Score -4115462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -4115464.000000 Penalty: 4940.024414
	Iteration 33Q: 3 clusters Score -4115464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4115469.000000 Penalty: 4940.024414
	Iteration 34Q: 3 clusters Score -4115469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4115470.250000 Penalty: 4940.024414
	Iteration 35Q: 3 clusters Score -4115470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4115470.250000 Penalty: 4940.024414
	Iteration 36F: 3 clusters Score -4115470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -184202.953125 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -184481.234375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184481.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -184560.359375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184560.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -184616.109375 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184616.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -184667.531250 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -184696.828125 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184711.312500 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184711.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -184716.812500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184718.890625 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -184719.734375 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -184721.406250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184727.437500 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -184734.296875 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -184740.859375 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184740.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -184745.093750 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -184745.453125 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184745.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -184745.453125 Penalty: 3444.745361
	Iteration 16F: 3 clusters Score -184745.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Entering Unmasked Estep 
Score: -3807635.000000 Penalty: 2435.965088
	Iteration 0F: 2 clusters Score -3807635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3795965.750000 Penalty: 4871.930176
	Iteration 0F: 3 clusters Score -3795966 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3800127.250000 Penalty: 4871.930176
	Iteration 1F: 3 clusters Score -3800127 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3800427.000000 Penalty: 4871.930176
	Iteration 2F: 3 clusters Score -3800427 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3800669.000000 Penalty: 4871.930176
	Iteration 3Q: 3 clusters Score -3800669 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3800880.000000 Penalty: 4871.930176
	Iteration 4Q: 3 clusters Score -3800880 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3801074.750000 Penalty: 4871.930176
	Iteration 5Q: 3 clusters Score -3801075 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3801275.500000 Penalty: 4871.930176
	Iteration 6Q: 3 clusters Score -3801276 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -3801501.750000 Penalty: 4871.930176
	Iteration 7Q: 3 clusters Score -3801502 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3801718.750000 Penalty: 4871.930176
	Iteration 8Q: 3 clusters Score -3801719 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3801882.250000 Penalty: 4871.930176
	Iteration 9F: 3 clusters Score -3801882 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3802189.250000 Penalty: 4871.930176
	Iteration 10Q: 3 clusters Score -3802189 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3802415.000000 Penalty: 4871.930176
	Iteration 11Q: 3 clusters Score -3802415 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3802874.750000 Penalty: 4871.930176
	Iteration 12Q: 3 clusters Score -3802875 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3803564.500000 Penalty: 4871.930176
	Iteration 13Q: 3 clusters Score -3803564 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3804201.750000 Penalty: 4871.930176
	Iteration 14Q: 3 clusters Score -3804202 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3804594.500000 Penalty: 4871.930176
	Iteration 15Q: 3 clusters Score -3804594 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3804859.500000 Penalty: 4871.930176
	Iteration 16Q: 3 clusters Score -3804860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3805022.000000 Penalty: 4871.930176
	Iteration 17Q: 3 clusters Score -3805022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3805145.750000 Penalty: 4871.930176
	Iteration 18Q: 3 clusters Score -3805146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3805271.750000 Penalty: 4871.930176
	Iteration 19Q: 3 clusters Score -3805272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3805333.750000 Penalty: 4871.930176
	Iteration 20F: 3 clusters Score -3805334 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3805371.500000 Penalty: 4871.930176
	Iteration 21Q: 3 clusters Score -3805372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3805404.500000 Penalty: 4871.930176
	Iteration 22Q: 3 clusters Score -3805404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3805427.750000 Penalty: 4871.930176
	Iteration 23Q: 3 clusters Score -3805428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3805456.000000 Penalty: 4871.930176
	Iteration 24Q: 3 clusters Score -3805456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3805464.250000 Penalty: 4871.930176
	Iteration 25Q: 3 clusters Score -3805464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3805490.500000 Penalty: 4871.930176
	Iteration 26Q: 3 clusters Score -3805490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3805489.250000 Penalty: 4871.930176
	Iteration 27Q: 3 clusters Score -3805489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3805497.250000 Penalty: 4871.930176
	Iteration 28Q: 3 clusters Score -3805497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3805503.250000 Penalty: 4871.930176
	Iteration 29Q: 3 clusters Score -3805503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3805510.500000 Penalty: 4871.930176
	Iteration 30Q: 3 clusters Score -3805510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3805522.000000 Penalty: 4871.930176
	Iteration 31Q: 3 clusters Score -3805522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3805524.500000 Penalty: 4871.930176
	Iteration 32Q: 3 clusters Score -3805524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3805519.250000 Penalty: 4871.930176
	Iteration 33Q: 3 clusters Score -3805519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3805521.000000 Penalty: 4871.930176
	Iteration 34Q: 3 clusters Score -3805521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3805521.250000 Penalty: 4871.930176
	Iteration 35Q: 3 clusters Score -3805521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3805530.000000 Penalty: 4871.930176
	Iteration 36Q: 3 clusters Score -3805530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3805534.500000 Penalty: 4871.930176
	Iteration 37Q: 3 clusters Score -3805534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3805541.000000 Penalty: 4871.930176
	Iteration 38Q: 3 clusters Score -3805541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3805547.500000 Penalty: 4871.930176
	Iteration 39Q: 3 clusters Score -3805548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3805555.500000 Penalty: 4871.930176
	Iteration 40F: 3 clusters Score -3805556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3805554.750000 Penalty: 4871.930176
	Iteration 41Q: 3 clusters Score -3805555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3805548.000000 Penalty: 4871.930176
	Iteration 42Q: 3 clusters Score -3805548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3805563.750000 Penalty: 4871.930176
	Iteration 43Q: 3 clusters Score -3805564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3805566.000000 Penalty: 4871.930176
	Iteration 44Q: 3 clusters Score -3805566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3805568.250000 Penalty: 4871.930176
	Iteration 45Q: 3 clusters Score -3805568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3805576.750000 Penalty: 4871.930176
	Iteration 46Q: 3 clusters Score -3805577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3805583.750000 Penalty: 4871.930176
	Iteration 47Q: 3 clusters Score -3805584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3805588.750000 Penalty: 4871.930176
	Iteration 48Q: 3 clusters Score -3805589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3805587.250000 Penalty: 4871.930176
	Iteration 49Q: 3 clusters Score -3805587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3805602.250000 Penalty: 4871.930176
	Iteration 50Q: 3 clusters Score -3805602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3805601.000000 Penalty: 4871.930176
	Iteration 51Q: 3 clusters Score -3805601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3805603.750000 Penalty: 4871.930176
	Iteration 52Q: 3 clusters Score -3805604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3805605.000000 Penalty: 4871.930176
	Iteration 53Q: 3 clusters Score -3805605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3805611.500000 Penalty: 4871.930176
	Iteration 54Q: 3 clusters Score -3805612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3805605.250000 Penalty: 4871.930176
	Iteration 55Q: 3 clusters Score -3805605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3805605.250000 Penalty: 4871.930176
	Iteration 56Q: 3 clusters Score -3805605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3805605.250000 Penalty: 4871.930176
	Iteration 57F: 3 clusters Score -3805605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Entering Unmasked Estep 
Score: -3860672.750000 Penalty: 2439.317383
	Iteration 0F: 2 clusters Score -3860673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3848989.000000 Penalty: 4878.634766
	Iteration 0F: 3 clusters Score -3848989 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3853282.000000 Penalty: 4878.634766
	Iteration 1F: 3 clusters Score -3853282 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -3853639.250000 Penalty: 4878.634766
	Iteration 2F: 3 clusters Score -3853639 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3853869.000000 Penalty: 4878.634766
	Iteration 3Q: 3 clusters Score -3853869 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3854091.750000 Penalty: 4878.634766
	Iteration 4Q: 3 clusters Score -3854092 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3854300.500000 Penalty: 4878.634766
	Iteration 5Q: 3 clusters Score -3854300 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -3854499.250000 Penalty: 4878.634766
	Iteration 6Q: 3 clusters Score -3854499 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3854676.250000 Penalty: 4878.634766
	Iteration 7Q: 3 clusters Score -3854676 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3854870.750000 Penalty: 4878.634766
	Iteration 8Q: 3 clusters Score -3854871 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -3854940.000000 Penalty: 4878.634766
	Iteration 9F: 3 clusters Score -3854940 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3855132.000000 Penalty: 4878.634766
	Iteration 10F: 3 clusters Score -3855132 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3855593.250000 Penalty: 4878.634766
	Iteration 11F: 3 clusters Score -3855593 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3856374.500000 Penalty: 4878.634766
	Iteration 12Q: 3 clusters Score -3856374 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3856949.500000 Penalty: 4878.634766
	Iteration 13Q: 3 clusters Score -3856950 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3857514.000000 Penalty: 4878.634766
	Iteration 14Q: 3 clusters Score -3857514 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3857896.000000 Penalty: 4878.634766
	Iteration 15Q: 3 clusters Score -3857896 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3858099.250000 Penalty: 4878.634766
	Iteration 16Q: 3 clusters Score -3858099 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3858240.750000 Penalty: 4878.634766
	Iteration 17Q: 3 clusters Score -3858241 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3858338.500000 Penalty: 4878.634766
	Iteration 18Q: 3 clusters Score -3858338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3858409.000000 Penalty: 4878.634766
	Iteration 19Q: 3 clusters Score -3858409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3858455.000000 Penalty: 4878.634766
	Iteration 20F: 3 clusters Score -3858455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3858479.500000 Penalty: 4878.634766
	Iteration 21Q: 3 clusters Score -3858480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3858488.250000 Penalty: 4878.634766
	Iteration 22Q: 3 clusters Score -3858488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3858493.000000 Penalty: 4878.634766
	Iteration 23Q: 3 clusters Score -3858493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3858500.500000 Penalty: 4878.634766
	Iteration 24Q: 3 clusters Score -3858500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3858513.000000 Penalty: 4878.634766
	Iteration 25Q: 3 clusters Score -3858513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3858518.750000 Penalty: 4878.634766
	Iteration 26Q: 3 clusters Score -3858519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3858524.250000 Penalty: 4878.634766
	Iteration 27Q: 3 clusters Score -3858524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3858524.000000 Penalty: 4878.634766
	Iteration 28Q: 3 clusters Score -3858524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3858530.750000 Penalty: 4878.634766
	Iteration 29Q: 3 clusters Score -3858531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3858530.500000 Penalty: 4878.634766
	Iteration 30Q: 3 clusters Score -3858530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3858538.500000 Penalty: 4878.634766
	Iteration 31Q: 3 clusters Score -3858538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3858544.000000 Penalty: 4878.634766
	Iteration 32Q: 3 clusters Score -3858544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3858549.750000 Penalty: 4878.634766
	Iteration 33Q: 3 clusters Score -3858550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3858546.750000 Penalty: 4878.634766
	Iteration 34Q: 3 clusters Score -3858547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3858546.750000 Penalty: 4878.634766
	Iteration 35F: 3 clusters Score -3858547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (22144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Entering Unmasked Estep 
Score: -4548087.000000 Penalty: 2481.319824
	Iteration 0F: 2 clusters Score -4548087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -4534654.500000 Penalty: 4962.639648
	Iteration 0F: 3 clusters Score -4534654 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -4539831.500000 Penalty: 4962.639648
	Iteration 1F: 3 clusters Score -4539832 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4540167.000000 Penalty: 4962.639648
	Iteration 2Q: 3 clusters Score -4540167 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4540472.000000 Penalty: 4962.639648
	Iteration 3Q: 3 clusters Score -4540472 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4540681.500000 Penalty: 4962.639648
	Iteration 4Q: 3 clusters Score -4540682 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4540857.000000 Penalty: 4962.639648
	Iteration 5Q: 3 clusters Score -4540857 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4541066.500000 Penalty: 4962.639648
	Iteration 6Q: 3 clusters Score -4541066 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4541222.500000 Penalty: 4962.639648
	Iteration 7Q: 3 clusters Score -4541222 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4541505.000000 Penalty: 4962.639648
	Iteration 8Q: 3 clusters Score -4541505 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -4541875.000000 Penalty: 4962.639648
	Iteration 9Q: 3 clusters Score -4541875 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4542472.500000 Penalty: 4962.639648
	Iteration 10Q: 3 clusters Score -4542472 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4543273.500000 Penalty: 4962.639648
	Iteration 11Q: 3 clusters Score -4543274 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4544074.000000 Penalty: 4962.639648
	Iteration 12F: 3 clusters Score -4544074 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4544754.500000 Penalty: 4962.639648
	Iteration 13Q: 3 clusters Score -4544754 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4545277.000000 Penalty: 4962.639648
	Iteration 14Q: 3 clusters Score -4545277 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4545675.000000 Penalty: 4962.639648
	Iteration 15Q: 3 clusters Score -4545675 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -4546046.500000 Penalty: 4962.639648
	Iteration 16Q: 3 clusters Score -4546046 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4546372.500000 Penalty: 4962.639648
	Iteration 17Q: 3 clusters Score -4546372 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4546627.500000 Penalty: 4962.639648
	Iteration 18Q: 3 clusters Score -4546628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4546830.500000 Penalty: 4962.639648
	Iteration 19Q: 3 clusters Score -4546830 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4546980.500000 Penalty: 4962.639648
	Iteration 20F: 3 clusters Score -4546980 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4547096.500000 Penalty: 4962.639648
	Iteration 21Q: 3 clusters Score -4547096 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4547166.500000 Penalty: 4962.639648
	Iteration 22Q: 3 clusters Score -4547166 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4547189.000000 Penalty: 4962.639648
	Iteration 23Q: 3 clusters Score -4547189 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4547209.500000 Penalty: 4962.639648
	Iteration 24Q: 3 clusters Score -4547210 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4547225.500000 Penalty: 4962.639648
	Iteration 25Q: 3 clusters Score -4547226 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4547200.500000 Penalty: 4962.639648
	Iteration 26Q: 3 clusters Score -4547200 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -4547196.500000 Penalty: 4962.639648
	Iteration 27Q: 3 clusters Score -4547196 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -4547163.000000 Penalty: 4962.639648
	Iteration 28Q: 3 clusters Score -4547163 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -4547136.500000 Penalty: 4962.639648
	Iteration 29Q: 3 clusters Score -4547136 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4547114.000000 Penalty: 4962.639648
	Iteration 30Q: 3 clusters Score -4547114 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4547067.000000 Penalty: 4962.639648
	Iteration 31Q: 3 clusters Score -4547067 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4547028.500000 Penalty: 4962.639648
	Iteration 32Q: 3 clusters Score -4547028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4546984.000000 Penalty: 4962.639648
	Iteration 33Q: 3 clusters Score -4546984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4546991.000000 Penalty: 4962.639648
	Iteration 34Q: 3 clusters Score -4546991 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4546979.500000 Penalty: 4962.639648
	Iteration 35Q: 3 clusters Score -4546980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4546961.500000 Penalty: 4962.639648
	Iteration 36Q: 3 clusters Score -4546962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4546944.000000 Penalty: 4962.639648
	Iteration 37Q: 3 clusters Score -4546944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4546944.500000 Penalty: 4962.639648
	Iteration 38Q: 3 clusters Score -4546944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4546933.500000 Penalty: 4962.639648
	Iteration 39Q: 3 clusters Score -4546934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4546920.500000 Penalty: 4962.639648
	Iteration 40F: 3 clusters Score -4546920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4546920.000000 Penalty: 4962.639648
	Iteration 41Q: 3 clusters Score -4546920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4546908.500000 Penalty: 4962.639648
	Iteration 42Q: 3 clusters Score -4546908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4546901.500000 Penalty: 4962.639648
	Iteration 43Q: 3 clusters Score -4546902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4546899.500000 Penalty: 4962.639648
	Iteration 44Q: 3 clusters Score -4546900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4546888.000000 Penalty: 4962.639648
	Iteration 45Q: 3 clusters Score -4546888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4546899.000000 Penalty: 4962.639648
	Iteration 46Q: 3 clusters Score -4546899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -4546884.500000 Penalty: 4962.639648
	Iteration 47Q: 3 clusters Score -4546884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4546877.000000 Penalty: 4962.639648
	Iteration 48Q: 3 clusters Score -4546877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4546888.500000 Penalty: 4962.639648
	Iteration 49Q: 3 clusters Score -4546888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4546890.500000 Penalty: 4962.639648
	Iteration 50Q: 3 clusters Score -4546890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4546891.000000 Penalty: 4962.639648
	Iteration 51Q: 3 clusters Score -4546891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4546887.000000 Penalty: 4962.639648
	Iteration 52Q: 3 clusters Score -4546887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -4546885.500000 Penalty: 4962.639648
	Iteration 53Q: 3 clusters Score -4546886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4546882.500000 Penalty: 4962.639648
	Iteration 54Q: 3 clusters Score -4546882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4546882.500000 Penalty: 4962.639648
	Iteration 55Q: 3 clusters Score -4546882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4546877.000000 Penalty: 4962.639648
	Iteration 56Q: 3 clusters Score -4546877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -4546870.000000 Penalty: 4962.639648
	Iteration 57Q: 3 clusters Score -4546870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4546870.500000 Penalty: 4962.639648
	Iteration 58Q: 3 clusters Score -4546870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4546879.500000 Penalty: 4962.639648
	Iteration 59Q: 3 clusters Score -4546880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4546886.000000 Penalty: 4962.639648
	Iteration 60F: 3 clusters Score -4546886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4546878.500000 Penalty: 4962.639648
	Iteration 61Q: 3 clusters Score -4546878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4546880.000000 Penalty: 4962.639648
	Iteration 62Q: 3 clusters Score -4546880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4546880.500000 Penalty: 4962.639648
	Iteration 63Q: 3 clusters Score -4546880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4546883.000000 Penalty: 4962.639648
	Iteration 64Q: 3 clusters Score -4546883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4546881.000000 Penalty: 4962.639648
	Iteration 65Q: 3 clusters Score -4546881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4546889.500000 Penalty: 4962.639648
	Iteration 66Q: 3 clusters Score -4546890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4546885.000000 Penalty: 4962.639648
	Iteration 67Q: 3 clusters Score -4546885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4546884.000000 Penalty: 4962.639648
	Iteration 68Q: 3 clusters Score -4546884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -4546880.500000 Penalty: 4962.639648
	Iteration 69Q: 3 clusters Score -4546880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -4546883.500000 Penalty: 4962.639648
	Iteration 70Q: 3 clusters Score -4546884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4546881.500000 Penalty: 4962.639648
	Iteration 71Q: 3 clusters Score -4546882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4546884.500000 Penalty: 4962.639648
	Iteration 72Q: 3 clusters Score -4546884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4546877.500000 Penalty: 4962.639648
	Iteration 73Q: 3 clusters Score -4546878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4546873.000000 Penalty: 4962.639648
	Iteration 74Q: 3 clusters Score -4546873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4546875.000000 Penalty: 4962.639648
	Iteration 75Q: 3 clusters Score -4546875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4546881.500000 Penalty: 4962.639648
	Iteration 76Q: 3 clusters Score -4546882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4546876.500000 Penalty: 4962.639648
	Iteration 77Q: 3 clusters Score -4546876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4546878.500000 Penalty: 4962.639648
	Iteration 78Q: 3 clusters Score -4546878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -4546877.500000 Penalty: 4962.639648
	Iteration 79Q: 3 clusters Score -4546878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4546875.500000 Penalty: 4962.639648
	Iteration 80F: 3 clusters Score -4546876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4546873.500000 Penalty: 4962.639648
	Iteration 81Q: 3 clusters Score -4546874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4546872.000000 Penalty: 4962.639648
	Iteration 82Q: 3 clusters Score -4546872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4546872.000000 Penalty: 4962.639648
	Iteration 83F: 3 clusters Score -4546872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Entering Unmasked Estep 
Score: -3723947.750000 Penalty: 2432.089111
	Iteration 0F: 2 clusters Score -3723948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -3712172.000000 Penalty: 4864.178223
	Iteration 0F: 3 clusters Score -3712172 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3716313.250000 Penalty: 4864.178223
	Iteration 1F: 3 clusters Score -3716313 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3716648.000000 Penalty: 4864.178223
	Iteration 2F: 3 clusters Score -3716648 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3716915.000000 Penalty: 4864.178223
	Iteration 3Q: 3 clusters Score -3716915 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -3717140.500000 Penalty: 4864.178223
	Iteration 4Q: 3 clusters Score -3717140 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -3717306.750000 Penalty: 4864.178223
	Iteration 5Q: 3 clusters Score -3717307 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3717526.250000 Penalty: 4864.178223
	Iteration 6Q: 3 clusters Score -3717526 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3717771.000000 Penalty: 4864.178223
	Iteration 7Q: 3 clusters Score -3717771 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3718076.500000 Penalty: 4864.178223
	Iteration 8Q: 3 clusters Score -3718076 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3718431.250000 Penalty: 4864.178223
	Iteration 9Q: 3 clusters Score -3718431 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3718876.000000 Penalty: 4864.178223
	Iteration 10F: 3 clusters Score -3718876 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3719369.000000 Penalty: 4864.178223
	Iteration 11F: 3 clusters Score -3719369 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3719852.250000 Penalty: 4864.178223
	Iteration 12Q: 3 clusters Score -3719852 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3720303.000000 Penalty: 4864.178223
	Iteration 13Q: 3 clusters Score -3720303 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3720750.500000 Penalty: 4864.178223
	Iteration 14Q: 3 clusters Score -3720750 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3721080.250000 Penalty: 4864.178223
	Iteration 15Q: 3 clusters Score -3721080 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3721320.500000 Penalty: 4864.178223
	Iteration 16Q: 3 clusters Score -3721320 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3721498.250000 Penalty: 4864.178223
	Iteration 17Q: 3 clusters Score -3721498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3721599.250000 Penalty: 4864.178223
	Iteration 18Q: 3 clusters Score -3721599 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3721661.250000 Penalty: 4864.178223
	Iteration 19Q: 3 clusters Score -3721661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3721716.250000 Penalty: 4864.178223
	Iteration 20F: 3 clusters Score -3721716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3721745.250000 Penalty: 4864.178223
	Iteration 21Q: 3 clusters Score -3721745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3721772.750000 Penalty: 4864.178223
	Iteration 22Q: 3 clusters Score -3721773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3721793.250000 Penalty: 4864.178223
	Iteration 23Q: 3 clusters Score -3721793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3721806.000000 Penalty: 4864.178223
	Iteration 24Q: 3 clusters Score -3721806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3721807.500000 Penalty: 4864.178223
	Iteration 25Q: 3 clusters Score -3721808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3721812.750000 Penalty: 4864.178223
	Iteration 26Q: 3 clusters Score -3721813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3721813.250000 Penalty: 4864.178223
	Iteration 27Q: 3 clusters Score -3721813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3721816.000000 Penalty: 4864.178223
	Iteration 28Q: 3 clusters Score -3721816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3721820.750000 Penalty: 4864.178223
	Iteration 29Q: 3 clusters Score -3721821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3721820.750000 Penalty: 4864.178223
	Iteration 30F: 3 clusters Score -3721821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Entering Unmasked Estep 
Score: -4099821.500000 Penalty: 2454.135254
	Iteration 0F: 2 clusters Score -4099822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4087673.750000 Penalty: 4908.270508
	Iteration 0F: 3 clusters Score -4087674 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4092277.250000 Penalty: 4908.270508
	Iteration 1F: 3 clusters Score -4092277 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4092611.500000 Penalty: 4908.270508
	Iteration 2F: 3 clusters Score -4092612 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4092866.500000 Penalty: 4908.270508
	Iteration 3Q: 3 clusters Score -4092866 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4093113.500000 Penalty: 4908.270508
	Iteration 4Q: 3 clusters Score -4093114 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -4093325.250000 Penalty: 4908.270508
	Iteration 5Q: 3 clusters Score -4093325 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4093560.000000 Penalty: 4908.270508
	Iteration 6Q: 3 clusters Score -4093560 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4093768.000000 Penalty: 4908.270508
	Iteration 7Q: 3 clusters Score -4093768 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4094059.750000 Penalty: 4908.270508
	Iteration 8F: 3 clusters Score -4094060 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4094574.500000 Penalty: 4908.270508
	Iteration 9F: 3 clusters Score -4094574 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -4095482.750000 Penalty: 4908.270508
	Iteration 10F: 3 clusters Score -4095483 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4096337.500000 Penalty: 4908.270508
	Iteration 11F: 3 clusters Score -4096338 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4097049.500000 Penalty: 4908.270508
	Iteration 12F: 3 clusters Score -4097050 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4097277.000000 Penalty: 4908.270508
	Iteration 13Q: 3 clusters Score -4097277 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4097296.750000 Penalty: 4908.270508
	Iteration 14Q: 3 clusters Score -4097297 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4097442.750000 Penalty: 4908.270508
	Iteration 15Q: 3 clusters Score -4097443 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -4097544.750000 Penalty: 4908.270508
	Iteration 16Q: 3 clusters Score -4097545 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4097659.500000 Penalty: 4908.270508
	Iteration 17Q: 3 clusters Score -4097660 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4097821.500000 Penalty: 4908.270508
	Iteration 18Q: 3 clusters Score -4097822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4097745.750000 Penalty: 4908.270508
	Iteration 19Q: 3 clusters Score -4097746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4097841.000000 Penalty: 4908.270508
	Iteration 20F: 3 clusters Score -4097841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4097873.250000 Penalty: 4908.270508
	Iteration 21Q: 3 clusters Score -4097873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4097827.000000 Penalty: 4908.270508
	Iteration 22Q: 3 clusters Score -4097827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4097795.000000 Penalty: 4908.270508
	Iteration 23Q: 3 clusters Score -4097795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4097732.500000 Penalty: 4908.270508
	Iteration 24Q: 3 clusters Score -4097732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -4097707.500000 Penalty: 4908.270508
	Iteration 25Q: 3 clusters Score -4097708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4097694.000000 Penalty: 4908.270508
	Iteration 26Q: 3 clusters Score -4097694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4097722.750000 Penalty: 4908.270508
	Iteration 27Q: 3 clusters Score -4097723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4097671.750000 Penalty: 4908.270508
	Iteration 28Q: 3 clusters Score -4097672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4097654.750000 Penalty: 4908.270508
	Iteration 29Q: 3 clusters Score -4097655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4097632.250000 Penalty: 4908.270508
	Iteration 30Q: 3 clusters Score -4097632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -4097530.750000 Penalty: 4908.270508
	Iteration 31Q: 3 clusters Score -4097531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4097563.500000 Penalty: 4908.270508
	Iteration 32Q: 3 clusters Score -4097564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4097533.500000 Penalty: 4908.270508
	Iteration 33Q: 3 clusters Score -4097534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4097530.750000 Penalty: 4908.270508
	Iteration 34Q: 3 clusters Score -4097531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4097531.000000 Penalty: 4908.270508
	Iteration 35Q: 3 clusters Score -4097531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4097550.250000 Penalty: 4908.270508
	Iteration 36Q: 3 clusters Score -4097550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4097557.000000 Penalty: 4908.270508
	Iteration 37Q: 3 clusters Score -4097557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4097557.250000 Penalty: 4908.270508
	Iteration 38Q: 3 clusters Score -4097557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4097552.750000 Penalty: 4908.270508
	Iteration 39Q: 3 clusters Score -4097553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4097544.500000 Penalty: 4908.270508
	Iteration 40F: 3 clusters Score -4097544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19122 members 
Mstep: Class 3 contains 1248 members 
Mstep: Class 4 contains 28049 members 
Mstep: Class 5 contains 26361 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25799 members 
Mstep: Class 9 contains 15713 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23435 members 
Mstep: Class 12 contains 18453 members 
Mstep: Class 13 contains 20125 members 
Mstep: Class 14 contains 23852 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 8433 members 
Mstep: Class 17 contains 11890 members 
Mstep: Class 18 contains 25548 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25012 members 
Mstep: Class 21 contains 31780 members 
Mstep: Class 22 contains 36641 members 
Mstep: Class 23 contains 25005 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 44228 members 
Mstep: Class 26 contains 13379 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17908 members 
Mstep: Class 29 contains 22015 members 
Mstep: Class 30 contains 20001 members 
Mstep: Class 31 contains 29352 members 
Mstep: Class 32 contains 31041 members 
Mstep: Class 33 contains 28263 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28759 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8047 members 
Mstep: Class 38 contains 27438 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22001 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20248 members 
Mstep: Class 43 contains 26665 members 
Mstep: Class 44 contains 20112 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20553 members 
Mstep: Class 48 contains 19093 members 
Mstep: Class 49 contains 21157 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18694 members 
Mstep: Class 53 contains 22144 members 
Mstep: Class 54 contains 18157 members 
Mstep: Class 55 contains 19845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469424.000000 Penalty: 187370.656250
Iteration 239Q: 56 clusters Score -1.774694e+08 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19005 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28079 members 
Mstep: Class 5 contains 26305 members 
Mstep: Class 6 contains 8524 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25786 members 
Mstep: Class 9 contains 15720 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23450 members 
Mstep: Class 12 contains 18428 members 
Mstep: Class 13 contains 20098 members 
Mstep: Class 14 contains 23817 members 
Mstep: Class 15 contains 18813 members 
Mstep: Class 16 contains 8388 members 
Mstep: Class 17 contains 11909 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25017 members 
Mstep: Class 21 contains 31813 members 
Mstep: Class 22 contains 36601 members 
Mstep: Class 23 contains 24991 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 44162 members 
Mstep: Class 26 contains 13385 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17872 members 
Mstep: Class 29 contains 21977 members 
Mstep: Class 30 contains 19980 members 
Mstep: Class 31 contains 29353 members 
Mstep: Class 32 contains 31057 members 
Mstep: Class 33 contains 28226 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28745 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8048 members 
Mstep: Class 38 contains 27453 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22038 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20265 members 
Mstep: Class 43 contains 26713 members 
Mstep: Class 44 contains 20093 members 
Mstep: Class 45 contains 3862 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20531 members 
Mstep: Class 48 contains 19088 members 
Mstep: Class 49 contains 21399 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18436 members 
Mstep: Class 52 contains 18721 members 
Mstep: Class 53 contains 22198 members 
Mstep: Class 54 contains 18164 members 
Mstep: Class 55 contains 19849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469728.000000 Penalty: 187370.656250
Iteration 240F: 56 clusters Score -1.774697e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18929 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28082 members 
Mstep: Class 5 contains 26244 members 
Mstep: Class 6 contains 8517 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25786 members 
Mstep: Class 9 contains 15738 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23461 members 
Mstep: Class 12 contains 18418 members 
Mstep: Class 13 contains 20065 members 
Mstep: Class 14 contains 23754 members 
Mstep: Class 15 contains 18799 members 
Mstep: Class 16 contains 8339 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25019 members 
Mstep: Class 21 contains 31833 members 
Mstep: Class 22 contains 36615 members 
Mstep: Class 23 contains 24961 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 44101 members 
Mstep: Class 26 contains 13381 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17814 members 
Mstep: Class 29 contains 21948 members 
Mstep: Class 30 contains 19930 members 
Mstep: Class 31 contains 29323 members 
Mstep: Class 32 contains 31117 members 
Mstep: Class 33 contains 28215 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28708 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8051 members 
Mstep: Class 38 contains 27482 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22056 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20285 members 
Mstep: Class 43 contains 26770 members 
Mstep: Class 44 contains 20072 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20498 members 
Mstep: Class 48 contains 19129 members 
Mstep: Class 49 contains 21622 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18416 members 
Mstep: Class 52 contains 18725 members 
Mstep: Class 53 contains 22248 members 
Mstep: Class 54 contains 18171 members 
Mstep: Class 55 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177469600.000000 Penalty: 187370.656250
Iteration 241Q: 56 clusters Score -1.774696e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18903 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28089 members 
Mstep: Class 5 contains 26190 members 
Mstep: Class 6 contains 8500 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25780 members 
Mstep: Class 9 contains 15750 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23474 members 
Mstep: Class 12 contains 18401 members 
Mstep: Class 13 contains 20059 members 
Mstep: Class 14 contains 23716 members 
Mstep: Class 15 contains 18790 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 11926 members 
Mstep: Class 18 contains 25802 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25032 members 
Mstep: Class 21 contains 31803 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 24969 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 44044 members 
Mstep: Class 26 contains 13370 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17762 members 
Mstep: Class 29 contains 21921 members 
Mstep: Class 30 contains 19900 members 
Mstep: Class 31 contains 29344 members 
Mstep: Class 32 contains 31001 members 
Mstep: Class 33 contains 28204 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28704 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8051 members 
Mstep: Class 38 contains 27510 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22070 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20319 members 
Mstep: Class 43 contains 26816 members 
Mstep: Class 44 contains 20061 members 
Mstep: Class 45 contains 3862 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20504 members 
Mstep: Class 48 contains 19162 members 
Mstep: Class 49 contains 21839 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18426 members 
Mstep: Class 52 contains 18722 members 
Mstep: Class 53 contains 22279 members 
Mstep: Class 54 contains 18173 members 
Mstep: Class 55 contains 19884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470368.000000 Penalty: 187370.656250
Iteration 242Q: 56 clusters Score -1.774704e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18906 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28097 members 
Mstep: Class 5 contains 26145 members 
Mstep: Class 6 contains 8493 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25779 members 
Mstep: Class 9 contains 15774 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23476 members 
Mstep: Class 12 contains 18396 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 23704 members 
Mstep: Class 15 contains 18775 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 25912 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25036 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 24992 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 43944 members 
Mstep: Class 26 contains 13350 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17738 members 
Mstep: Class 29 contains 21887 members 
Mstep: Class 30 contains 19864 members 
Mstep: Class 31 contains 29368 members 
Mstep: Class 32 contains 30832 members 
Mstep: Class 33 contains 28214 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28714 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8049 members 
Mstep: Class 38 contains 27526 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22085 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20333 members 
Mstep: Class 43 contains 26864 members 
Mstep: Class 44 contains 20030 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20527 members 
Mstep: Class 48 contains 19207 members 
Mstep: Class 49 contains 22059 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18421 members 
Mstep: Class 52 contains 18731 members 
Mstep: Class 53 contains 22288 members 
Mstep: Class 54 contains 18178 members 
Mstep: Class 55 contains 19881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177470912.000000 Penalty: 187370.656250
Iteration 243Q: 56 clusters Score -1.774709e+08 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18951 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28101 members 
Mstep: Class 5 contains 26102 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25796 members 
Mstep: Class 9 contains 15789 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23430 members 
Mstep: Class 12 contains 18390 members 
Mstep: Class 13 contains 20068 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 18760 members 
Mstep: Class 16 contains 8169 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 26035 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25048 members 
Mstep: Class 21 contains 31648 members 
Mstep: Class 22 contains 36569 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 43881 members 
Mstep: Class 26 contains 13338 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17717 members 
Mstep: Class 29 contains 21880 members 
Mstep: Class 30 contains 19818 members 
Mstep: Class 31 contains 29399 members 
Mstep: Class 32 contains 30655 members 
Mstep: Class 33 contains 28250 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28688 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8049 members 
Mstep: Class 38 contains 27530 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22096 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20337 members 
Mstep: Class 43 contains 26899 members 
Mstep: Class 44 contains 20006 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20531 members 
Mstep: Class 48 contains 19259 members 
Mstep: Class 49 contains 22286 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18434 members 
Mstep: Class 52 contains 18725 members 
Mstep: Class 53 contains 22307 members 
Mstep: Class 54 contains 18184 members 
Mstep: Class 55 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177471696.000000 Penalty: 187370.656250
Iteration 244Q: 56 clusters Score -1.774717e+08 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18979 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28100 members 
Mstep: Class 5 contains 26080 members 
Mstep: Class 6 contains 8467 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25806 members 
Mstep: Class 9 contains 15804 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23346 members 
Mstep: Class 12 contains 18390 members 
Mstep: Class 13 contains 20067 members 
Mstep: Class 14 contains 23709 members 
Mstep: Class 15 contains 18746 members 
Mstep: Class 16 contains 8126 members 
Mstep: Class 17 contains 11976 members 
Mstep: Class 18 contains 26159 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25073 members 
Mstep: Class 21 contains 31529 members 
Mstep: Class 22 contains 36545 members 
Mstep: Class 23 contains 24971 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 43809 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17711 members 
Mstep: Class 29 contains 21861 members 
Mstep: Class 30 contains 19776 members 
Mstep: Class 31 contains 29396 members 
Mstep: Class 32 contains 30448 members 
Mstep: Class 33 contains 28314 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28681 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8048 members 
Mstep: Class 38 contains 27547 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22085 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20345 members 
Mstep: Class 43 contains 26929 members 
Mstep: Class 44 contains 19992 members 
Mstep: Class 45 contains 3869 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20535 members 
Mstep: Class 48 contains 19290 members 
Mstep: Class 49 contains 22510 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18445 members 
Mstep: Class 52 contains 18715 members 
Mstep: Class 53 contains 22346 members 
Mstep: Class 54 contains 18198 members 
Mstep: Class 55 contains 19913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177471840.000000 Penalty: 187370.656250
Iteration 245Q: 56 clusters Score -1.774718e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19001 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28112 members 
Mstep: Class 5 contains 26034 members 
Mstep: Class 6 contains 8457 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25804 members 
Mstep: Class 9 contains 15820 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23294 members 
Mstep: Class 12 contains 18403 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 23744 members 
Mstep: Class 15 contains 18737 members 
Mstep: Class 16 contains 8076 members 
Mstep: Class 17 contains 11989 members 
Mstep: Class 18 contains 26316 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25079 members 
Mstep: Class 21 contains 31447 members 
Mstep: Class 22 contains 36520 members 
Mstep: Class 23 contains 24964 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 43758 members 
Mstep: Class 26 contains 13335 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17690 members 
Mstep: Class 29 contains 21843 members 
Mstep: Class 30 contains 19750 members 
Mstep: Class 31 contains 29393 members 
Mstep: Class 32 contains 30231 members 
Mstep: Class 33 contains 28336 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28686 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8047 members 
Mstep: Class 38 contains 27571 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22080 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20349 members 
Mstep: Class 43 contains 26955 members 
Mstep: Class 44 contains 19973 members 
Mstep: Class 45 contains 3871 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20521 members 
Mstep: Class 48 contains 19298 members 
Mstep: Class 49 contains 22741 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18441 members 
Mstep: Class 52 contains 18727 members 
Mstep: Class 53 contains 22370 members 
Mstep: Class 54 contains 18220 members 
Mstep: Class 55 contains 19947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177471968.000000 Penalty: 187370.656250
Iteration 246Q: 56 clusters Score -1.77472e+08 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28131 members 
Mstep: Class 5 contains 25985 members 
Mstep: Class 6 contains 8439 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25779 members 
Mstep: Class 9 contains 15826 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23244 members 
Mstep: Class 12 contains 18387 members 
Mstep: Class 13 contains 20055 members 
Mstep: Class 14 contains 23764 members 
Mstep: Class 15 contains 18723 members 
Mstep: Class 16 contains 8028 members 
Mstep: Class 17 contains 11999 members 
Mstep: Class 18 contains 26469 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25107 members 
Mstep: Class 21 contains 31367 members 
Mstep: Class 22 contains 36500 members 
Mstep: Class 23 contains 24967 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 43702 members 
Mstep: Class 26 contains 13335 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17686 members 
Mstep: Class 29 contains 21846 members 
Mstep: Class 30 contains 19719 members 
Mstep: Class 31 contains 29386 members 
Mstep: Class 32 contains 30053 members 
Mstep: Class 33 contains 28352 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28683 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8047 members 
Mstep: Class 38 contains 27606 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22090 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20354 members 
Mstep: Class 43 contains 26976 members 
Mstep: Class 44 contains 19969 members 
Mstep: Class 45 contains 3871 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20518 members 
Mstep: Class 48 contains 19300 members 
Mstep: Class 49 contains 22944 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18460 members 
Mstep: Class 52 contains 18724 members 
Mstep: Class 53 contains 22382 members 
Mstep: Class 54 contains 18225 members 
Mstep: Class 55 contains 19956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472128.000000 Penalty: 187370.656250
Iteration 247Q: 56 clusters Score -1.774721e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19065 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28138 members 
Mstep: Class 5 contains 25954 members 
Mstep: Class 6 contains 8422 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25790 members 
Mstep: Class 9 contains 15850 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23206 members 
Mstep: Class 12 contains 18376 members 
Mstep: Class 13 contains 20041 members 
Mstep: Class 14 contains 23748 members 
Mstep: Class 15 contains 18693 members 
Mstep: Class 16 contains 7992 members 
Mstep: Class 17 contains 12012 members 
Mstep: Class 18 contains 26624 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25142 members 
Mstep: Class 21 contains 31309 members 
Mstep: Class 22 contains 36481 members 
Mstep: Class 23 contains 25005 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 43634 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17667 members 
Mstep: Class 29 contains 21850 members 
Mstep: Class 30 contains 19677 members 
Mstep: Class 31 contains 29363 members 
Mstep: Class 32 contains 29850 members 
Mstep: Class 33 contains 28367 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28668 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8046 members 
Mstep: Class 38 contains 27598 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22076 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20378 members 
Mstep: Class 43 contains 27011 members 
Mstep: Class 44 contains 19968 members 
Mstep: Class 45 contains 3874 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20513 members 
Mstep: Class 48 contains 19321 members 
Mstep: Class 49 contains 23159 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18483 members 
Mstep: Class 52 contains 18727 members 
Mstep: Class 53 contains 22372 members 
Mstep: Class 54 contains 18236 members 
Mstep: Class 55 contains 19950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472464.000000 Penalty: 187370.656250
Iteration 248Q: 56 clusters Score -1.774725e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19125 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28154 members 
Mstep: Class 5 contains 25928 members 
Mstep: Class 6 contains 8405 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25795 members 
Mstep: Class 9 contains 15878 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23156 members 
Mstep: Class 12 contains 18388 members 
Mstep: Class 13 contains 20037 members 
Mstep: Class 14 contains 23728 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 16 contains 7953 members 
Mstep: Class 17 contains 12029 members 
Mstep: Class 18 contains 26796 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25156 members 
Mstep: Class 21 contains 31249 members 
Mstep: Class 22 contains 36454 members 
Mstep: Class 23 contains 25012 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 43566 members 
Mstep: Class 26 contains 13340 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17659 members 
Mstep: Class 29 contains 21843 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 29321 members 
Mstep: Class 32 contains 29635 members 
Mstep: Class 33 contains 28385 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28646 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8050 members 
Mstep: Class 38 contains 27621 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22067 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20403 members 
Mstep: Class 43 contains 27033 members 
Mstep: Class 44 contains 19951 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20522 members 
Mstep: Class 48 contains 19344 members 
Mstep: Class 49 contains 23411 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18504 members 
Mstep: Class 52 contains 18719 members 
Mstep: Class 53 contains 22372 members 
Mstep: Class 54 contains 18245 members 
Mstep: Class 55 contains 19933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472592.000000 Penalty: 187370.656250
Iteration 249Q: 56 clusters Score -1.774726e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19224 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28174 members 
Mstep: Class 5 contains 25896 members 
Mstep: Class 6 contains 8388 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25796 members 
Mstep: Class 9 contains 15895 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23070 members 
Mstep: Class 12 contains 18399 members 
Mstep: Class 13 contains 20028 members 
Mstep: Class 14 contains 23724 members 
Mstep: Class 15 contains 18634 members 
Mstep: Class 16 contains 7902 members 
Mstep: Class 17 contains 12047 members 
Mstep: Class 18 contains 26942 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25161 members 
Mstep: Class 21 contains 31150 members 
Mstep: Class 22 contains 36432 members 
Mstep: Class 23 contains 25024 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 43510 members 
Mstep: Class 26 contains 13326 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17631 members 
Mstep: Class 29 contains 21816 members 
Mstep: Class 30 contains 19633 members 
Mstep: Class 31 contains 29334 members 
Mstep: Class 32 contains 29425 members 
Mstep: Class 33 contains 28401 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28629 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8049 members 
Mstep: Class 38 contains 27643 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22054 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20426 members 
Mstep: Class 43 contains 27080 members 
Mstep: Class 44 contains 19937 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20535 members 
Mstep: Class 48 contains 19359 members 
Mstep: Class 49 contains 23676 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18516 members 
Mstep: Class 52 contains 18715 members 
Mstep: Class 53 contains 22374 members 
Mstep: Class 54 contains 18237 members 
Mstep: Class 55 contains 19915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472640.000000 Penalty: 187370.656250
Iteration 250Q: 56 clusters Score -1.774726e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19356 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28188 members 
Mstep: Class 5 contains 25867 members 
Mstep: Class 6 contains 8372 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25808 members 
Mstep: Class 9 contains 15901 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 23008 members 
Mstep: Class 12 contains 18399 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 23698 members 
Mstep: Class 15 contains 18609 members 
Mstep: Class 16 contains 7850 members 
Mstep: Class 17 contains 12068 members 
Mstep: Class 18 contains 27107 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 31034 members 
Mstep: Class 22 contains 36411 members 
Mstep: Class 23 contains 25057 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 43473 members 
Mstep: Class 26 contains 13345 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17603 members 
Mstep: Class 29 contains 21811 members 
Mstep: Class 30 contains 19603 members 
Mstep: Class 31 contains 29330 members 
Mstep: Class 32 contains 29235 members 
Mstep: Class 33 contains 28388 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28597 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8052 members 
Mstep: Class 38 contains 27647 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22033 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20444 members 
Mstep: Class 43 contains 27091 members 
Mstep: Class 44 contains 19931 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20526 members 
Mstep: Class 48 contains 19380 members 
Mstep: Class 49 contains 23939 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18529 members 
Mstep: Class 52 contains 18702 members 
Mstep: Class 53 contains 22411 members 
Mstep: Class 54 contains 18229 members 
Mstep: Class 55 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472560.000000 Penalty: 187370.656250
Iteration 251Q: 56 clusters Score -1.774726e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19524 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28191 members 
Mstep: Class 5 contains 25853 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25808 members 
Mstep: Class 9 contains 15914 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22953 members 
Mstep: Class 12 contains 18377 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 23677 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 7802 members 
Mstep: Class 17 contains 12088 members 
Mstep: Class 18 contains 27250 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25193 members 
Mstep: Class 21 contains 30888 members 
Mstep: Class 22 contains 36411 members 
Mstep: Class 23 contains 25103 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 43426 members 
Mstep: Class 26 contains 13354 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17572 members 
Mstep: Class 29 contains 21780 members 
Mstep: Class 30 contains 19621 members 
Mstep: Class 31 contains 29331 members 
Mstep: Class 32 contains 29042 members 
Mstep: Class 33 contains 28357 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28576 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8050 members 
Mstep: Class 38 contains 27636 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22000 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20464 members 
Mstep: Class 43 contains 27108 members 
Mstep: Class 44 contains 19924 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20538 members 
Mstep: Class 48 contains 19375 members 
Mstep: Class 49 contains 24195 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18544 members 
Mstep: Class 52 contains 18696 members 
Mstep: Class 53 contains 22427 members 
Mstep: Class 54 contains 18217 members 
Mstep: Class 55 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472656.000000 Penalty: 187370.656250
Iteration 252Q: 56 clusters Score -1.774727e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19648 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28178 members 
Mstep: Class 5 contains 25822 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25814 members 
Mstep: Class 9 contains 15921 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22878 members 
Mstep: Class 12 contains 18371 members 
Mstep: Class 13 contains 20003 members 
Mstep: Class 14 contains 23675 members 
Mstep: Class 15 contains 18562 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 12111 members 
Mstep: Class 18 contains 27373 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25202 members 
Mstep: Class 21 contains 30762 members 
Mstep: Class 22 contains 36433 members 
Mstep: Class 23 contains 25122 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 43392 members 
Mstep: Class 26 contains 13348 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17562 members 
Mstep: Class 29 contains 21781 members 
Mstep: Class 30 contains 19607 members 
Mstep: Class 31 contains 29363 members 
Mstep: Class 32 contains 28833 members 
Mstep: Class 33 contains 28343 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28568 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 8052 members 
Mstep: Class 38 contains 27617 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21976 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20480 members 
Mstep: Class 43 contains 27127 members 
Mstep: Class 44 contains 19909 members 
Mstep: Class 45 contains 3873 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20532 members 
Mstep: Class 48 contains 19369 members 
Mstep: Class 49 contains 24482 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18525 members 
Mstep: Class 52 contains 18710 members 
Mstep: Class 53 contains 22463 members 
Mstep: Class 54 contains 18204 members 
Mstep: Class 55 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177472576.000000 Penalty: 187370.656250
Iteration 253Q: 56 clusters Score -1.774726e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19750 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 25806 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25807 members 
Mstep: Class 9 contains 15919 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22794 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 23664 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 27475 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25225 members 
Mstep: Class 21 contains 30636 members 
Mstep: Class 22 contains 36410 members 
Mstep: Class 23 contains 25153 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 43319 members 
Mstep: Class 26 contains 13335 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17549 members 
Mstep: Class 29 contains 21741 members 
Mstep: Class 30 contains 19611 members 
Mstep: Class 31 contains 29386 members 
Mstep: Class 32 contains 28683 members 
Mstep: Class 33 contains 28338 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28569 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 27622 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21966 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20485 members 
Mstep: Class 43 contains 27151 members 
Mstep: Class 44 contains 19891 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20536 members 
Mstep: Class 48 contains 19380 members 
Mstep: Class 49 contains 24781 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18518 members 
Mstep: Class 52 contains 18727 members 
Mstep: Class 53 contains 22484 members 
Mstep: Class 54 contains 18195 members 
Mstep: Class 55 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473216.000000 Penalty: 187370.656250
Iteration 254Q: 56 clusters Score -1.774732e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19868 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 25784 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25828 members 
Mstep: Class 9 contains 15909 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22740 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 19978 members 
Mstep: Class 14 contains 23639 members 
Mstep: Class 15 contains 18526 members 
Mstep: Class 16 contains 7657 members 
Mstep: Class 17 contains 12140 members 
Mstep: Class 18 contains 27583 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25241 members 
Mstep: Class 21 contains 30555 members 
Mstep: Class 22 contains 36393 members 
Mstep: Class 23 contains 25206 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 43212 members 
Mstep: Class 26 contains 13351 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17524 members 
Mstep: Class 29 contains 21706 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 29424 members 
Mstep: Class 32 contains 28538 members 
Mstep: Class 33 contains 28338 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28574 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8058 members 
Mstep: Class 38 contains 27596 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21937 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20478 members 
Mstep: Class 43 contains 27166 members 
Mstep: Class 44 contains 19869 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20535 members 
Mstep: Class 48 contains 19390 members 
Mstep: Class 49 contains 25062 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18517 members 
Mstep: Class 52 contains 18736 members 
Mstep: Class 53 contains 22489 members 
Mstep: Class 54 contains 18188 members 
Mstep: Class 55 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473568.000000 Penalty: 187370.656250
Iteration 255Q: 56 clusters Score -1.774736e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19977 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 25764 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25820 members 
Mstep: Class 9 contains 15911 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22668 members 
Mstep: Class 12 contains 18347 members 
Mstep: Class 13 contains 19959 members 
Mstep: Class 14 contains 23631 members 
Mstep: Class 15 contains 18501 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 12154 members 
Mstep: Class 18 contains 27693 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25243 members 
Mstep: Class 21 contains 30436 members 
Mstep: Class 22 contains 36402 members 
Mstep: Class 23 contains 25247 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 43145 members 
Mstep: Class 26 contains 13358 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17507 members 
Mstep: Class 29 contains 21687 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 29438 members 
Mstep: Class 32 contains 28403 members 
Mstep: Class 33 contains 28326 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28551 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8062 members 
Mstep: Class 38 contains 27553 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21913 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20465 members 
Mstep: Class 43 contains 27206 members 
Mstep: Class 44 contains 19853 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20515 members 
Mstep: Class 48 contains 19398 members 
Mstep: Class 49 contains 25386 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18512 members 
Mstep: Class 52 contains 18735 members 
Mstep: Class 53 contains 22530 members 
Mstep: Class 54 contains 18183 members 
Mstep: Class 55 contains 19893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474016.000000 Penalty: 187370.656250
Iteration 256Q: 56 clusters Score -1.77474e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20107 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28167 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25809 members 
Mstep: Class 9 contains 15899 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22603 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 19949 members 
Mstep: Class 14 contains 23628 members 
Mstep: Class 15 contains 18477 members 
Mstep: Class 16 contains 7552 members 
Mstep: Class 17 contains 12169 members 
Mstep: Class 18 contains 27758 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25263 members 
Mstep: Class 21 contains 30347 members 
Mstep: Class 22 contains 36371 members 
Mstep: Class 23 contains 25242 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 43071 members 
Mstep: Class 26 contains 13383 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17484 members 
Mstep: Class 29 contains 21700 members 
Mstep: Class 30 contains 19591 members 
Mstep: Class 31 contains 29460 members 
Mstep: Class 32 contains 28277 members 
Mstep: Class 33 contains 28317 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28552 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8067 members 
Mstep: Class 38 contains 27532 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21876 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20471 members 
Mstep: Class 43 contains 27223 members 
Mstep: Class 44 contains 19839 members 
Mstep: Class 45 contains 3872 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20503 members 
Mstep: Class 48 contains 19408 members 
Mstep: Class 49 contains 25715 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18516 members 
Mstep: Class 52 contains 18735 members 
Mstep: Class 53 contains 22569 members 
Mstep: Class 54 contains 18174 members 
Mstep: Class 55 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474160.000000 Penalty: 187370.656250
Iteration 257Q: 56 clusters Score -1.774742e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20212 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28151 members 
Mstep: Class 5 contains 25737 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25782 members 
Mstep: Class 9 contains 15885 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22519 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 19957 members 
Mstep: Class 14 contains 23628 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 7506 members 
Mstep: Class 17 contains 12176 members 
Mstep: Class 18 contains 27791 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25277 members 
Mstep: Class 21 contains 30305 members 
Mstep: Class 22 contains 36369 members 
Mstep: Class 23 contains 25280 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 43005 members 
Mstep: Class 26 contains 13413 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17444 members 
Mstep: Class 29 contains 21698 members 
Mstep: Class 30 contains 19574 members 
Mstep: Class 31 contains 29465 members 
Mstep: Class 32 contains 28180 members 
Mstep: Class 33 contains 28308 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28576 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8071 members 
Mstep: Class 38 contains 27509 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21842 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20481 members 
Mstep: Class 43 contains 27219 members 
Mstep: Class 44 contains 19820 members 
Mstep: Class 45 contains 3871 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20498 members 
Mstep: Class 48 contains 19417 members 
Mstep: Class 49 contains 25995 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18524 members 
Mstep: Class 52 contains 18726 members 
Mstep: Class 53 contains 22601 members 
Mstep: Class 54 contains 18174 members 
Mstep: Class 55 contains 19860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473952.000000 Penalty: 187370.656250
Iteration 258Q: 56 clusters Score -1.77474e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20328 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28167 members 
Mstep: Class 5 contains 25737 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25805 members 
Mstep: Class 9 contains 15877 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22447 members 
Mstep: Class 12 contains 18337 members 
Mstep: Class 13 contains 19959 members 
Mstep: Class 14 contains 23611 members 
Mstep: Class 15 contains 18440 members 
Mstep: Class 16 contains 7448 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 27796 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25300 members 
Mstep: Class 21 contains 30212 members 
Mstep: Class 22 contains 36370 members 
Mstep: Class 23 contains 25285 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 42939 members 
Mstep: Class 26 contains 13435 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17411 members 
Mstep: Class 29 contains 21689 members 
Mstep: Class 30 contains 19568 members 
Mstep: Class 31 contains 29466 members 
Mstep: Class 32 contains 28112 members 
Mstep: Class 33 contains 28299 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28619 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8072 members 
Mstep: Class 38 contains 27486 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21789 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20479 members 
Mstep: Class 43 contains 27222 members 
Mstep: Class 44 contains 19814 members 
Mstep: Class 45 contains 3874 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20483 members 
Mstep: Class 48 contains 19427 members 
Mstep: Class 49 contains 26263 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18527 members 
Mstep: Class 52 contains 18732 members 
Mstep: Class 53 contains 22626 members 
Mstep: Class 54 contains 18176 members 
Mstep: Class 55 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473728.000000 Penalty: 187370.656250
Iteration 259Q: 56 clusters Score -1.774737e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20459 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28183 members 
Mstep: Class 5 contains 25726 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25819 members 
Mstep: Class 9 contains 15873 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22373 members 
Mstep: Class 12 contains 18349 members 
Mstep: Class 13 contains 19943 members 
Mstep: Class 14 contains 23600 members 
Mstep: Class 15 contains 18428 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 27821 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25318 members 
Mstep: Class 21 contains 30092 members 
Mstep: Class 22 contains 36371 members 
Mstep: Class 23 contains 25316 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 42875 members 
Mstep: Class 26 contains 13475 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17396 members 
Mstep: Class 29 contains 21682 members 
Mstep: Class 30 contains 19545 members 
Mstep: Class 31 contains 29463 members 
Mstep: Class 32 contains 28007 members 
Mstep: Class 33 contains 28293 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28648 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 27480 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21753 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20479 members 
Mstep: Class 43 contains 27215 members 
Mstep: Class 44 contains 19802 members 
Mstep: Class 45 contains 3877 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20465 members 
Mstep: Class 48 contains 19437 members 
Mstep: Class 49 contains 26535 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18522 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 22642 members 
Mstep: Class 54 contains 18180 members 
Mstep: Class 55 contains 19826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473824.000000 Penalty: 187370.656250
Iteration 260F: 56 clusters Score -1.774738e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20609 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28202 members 
Mstep: Class 5 contains 25711 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25831 members 
Mstep: Class 9 contains 15858 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22329 members 
Mstep: Class 12 contains 18349 members 
Mstep: Class 13 contains 19930 members 
Mstep: Class 14 contains 23588 members 
Mstep: Class 15 contains 18406 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 27851 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25339 members 
Mstep: Class 21 contains 29965 members 
Mstep: Class 22 contains 36322 members 
Mstep: Class 23 contains 25346 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 42798 members 
Mstep: Class 26 contains 13512 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17379 members 
Mstep: Class 29 contains 21652 members 
Mstep: Class 30 contains 19540 members 
Mstep: Class 31 contains 29471 members 
Mstep: Class 32 contains 27910 members 
Mstep: Class 33 contains 28278 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28699 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 27476 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21735 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20473 members 
Mstep: Class 43 contains 27224 members 
Mstep: Class 44 contains 19791 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20453 members 
Mstep: Class 48 contains 19455 members 
Mstep: Class 49 contains 26771 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18517 members 
Mstep: Class 52 contains 18749 members 
Mstep: Class 53 contains 22652 members 
Mstep: Class 54 contains 18188 members 
Mstep: Class 55 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473728.000000 Penalty: 187370.656250
Iteration 261Q: 56 clusters Score -1.774737e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20774 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28216 members 
Mstep: Class 5 contains 25702 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25835 members 
Mstep: Class 9 contains 15867 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22242 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 19928 members 
Mstep: Class 14 contains 23568 members 
Mstep: Class 15 contains 18382 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 27875 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25369 members 
Mstep: Class 21 contains 29835 members 
Mstep: Class 22 contains 36240 members 
Mstep: Class 23 contains 25375 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 42724 members 
Mstep: Class 26 contains 13553 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17360 members 
Mstep: Class 29 contains 21631 members 
Mstep: Class 30 contains 19531 members 
Mstep: Class 31 contains 29483 members 
Mstep: Class 32 contains 27898 members 
Mstep: Class 33 contains 28275 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28737 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 27465 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21690 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20469 members 
Mstep: Class 43 contains 27225 members 
Mstep: Class 44 contains 19775 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20459 members 
Mstep: Class 48 contains 19471 members 
Mstep: Class 49 contains 26975 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18511 members 
Mstep: Class 52 contains 18762 members 
Mstep: Class 53 contains 22678 members 
Mstep: Class 54 contains 18190 members 
Mstep: Class 55 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473440.000000 Penalty: 187370.656250
Iteration 262Q: 56 clusters Score -1.774734e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28190 members 
Mstep: Class 5 contains 25693 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25845 members 
Mstep: Class 9 contains 15859 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22151 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 19917 members 
Mstep: Class 14 contains 23563 members 
Mstep: Class 15 contains 18368 members 
Mstep: Class 16 contains 7248 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 27885 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25399 members 
Mstep: Class 21 contains 29737 members 
Mstep: Class 22 contains 36206 members 
Mstep: Class 23 contains 25407 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42629 members 
Mstep: Class 26 contains 13581 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17330 members 
Mstep: Class 29 contains 21610 members 
Mstep: Class 30 contains 19528 members 
Mstep: Class 31 contains 29482 members 
Mstep: Class 32 contains 27901 members 
Mstep: Class 33 contains 28264 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28776 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 27461 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21679 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20463 members 
Mstep: Class 43 contains 27206 members 
Mstep: Class 44 contains 19775 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20465 members 
Mstep: Class 48 contains 19464 members 
Mstep: Class 49 contains 27159 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18495 members 
Mstep: Class 52 contains 18771 members 
Mstep: Class 53 contains 22726 members 
Mstep: Class 54 contains 18198 members 
Mstep: Class 55 contains 19792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473600.000000 Penalty: 187370.656250
Iteration 263Q: 56 clusters Score -1.774736e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21062 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28184 members 
Mstep: Class 5 contains 25677 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25857 members 
Mstep: Class 9 contains 15854 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 19898 members 
Mstep: Class 14 contains 23573 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 7209 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 27891 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25429 members 
Mstep: Class 21 contains 29649 members 
Mstep: Class 22 contains 36166 members 
Mstep: Class 23 contains 25432 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42540 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17313 members 
Mstep: Class 29 contains 21592 members 
Mstep: Class 30 contains 19524 members 
Mstep: Class 31 contains 29484 members 
Mstep: Class 32 contains 27926 members 
Mstep: Class 33 contains 28252 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28789 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 27461 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21631 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20452 members 
Mstep: Class 43 contains 27199 members 
Mstep: Class 44 contains 19767 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20480 members 
Mstep: Class 48 contains 19447 members 
Mstep: Class 49 contains 27330 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18491 members 
Mstep: Class 52 contains 18781 members 
Mstep: Class 53 contains 22767 members 
Mstep: Class 54 contains 18205 members 
Mstep: Class 55 contains 19784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473872.000000 Penalty: 187370.656250
Iteration 264Q: 56 clusters Score -1.774739e+08 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21174 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28169 members 
Mstep: Class 5 contains 25661 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25856 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21947 members 
Mstep: Class 12 contains 18350 members 
Mstep: Class 13 contains 19866 members 
Mstep: Class 14 contains 23573 members 
Mstep: Class 15 contains 18343 members 
Mstep: Class 16 contains 7182 members 
Mstep: Class 17 contains 12209 members 
Mstep: Class 18 contains 27903 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25462 members 
Mstep: Class 21 contains 29557 members 
Mstep: Class 22 contains 36133 members 
Mstep: Class 23 contains 25448 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42461 members 
Mstep: Class 26 contains 13710 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17286 members 
Mstep: Class 29 contains 21584 members 
Mstep: Class 30 contains 19505 members 
Mstep: Class 31 contains 29490 members 
Mstep: Class 32 contains 27933 members 
Mstep: Class 33 contains 28256 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28811 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8078 members 
Mstep: Class 38 contains 27474 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21586 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20461 members 
Mstep: Class 43 contains 27213 members 
Mstep: Class 44 contains 19760 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20488 members 
Mstep: Class 48 contains 19457 members 
Mstep: Class 49 contains 27498 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18488 members 
Mstep: Class 52 contains 18776 members 
Mstep: Class 53 contains 22799 members 
Mstep: Class 54 contains 18198 members 
Mstep: Class 55 contains 19787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473744.000000 Penalty: 187370.656250
Iteration 265Q: 56 clusters Score -1.774737e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21299 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28160 members 
Mstep: Class 5 contains 25657 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25864 members 
Mstep: Class 9 contains 15838 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 18349 members 
Mstep: Class 13 contains 19858 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 18338 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 12214 members 
Mstep: Class 18 contains 27920 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25496 members 
Mstep: Class 21 contains 29482 members 
Mstep: Class 22 contains 36126 members 
Mstep: Class 23 contains 25463 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 42369 members 
Mstep: Class 26 contains 13788 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17280 members 
Mstep: Class 29 contains 21574 members 
Mstep: Class 30 contains 19492 members 
Mstep: Class 31 contains 29481 members 
Mstep: Class 32 contains 27903 members 
Mstep: Class 33 contains 28235 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28841 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 27486 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21548 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20453 members 
Mstep: Class 43 contains 27208 members 
Mstep: Class 44 contains 19746 members 
Mstep: Class 45 contains 3886 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20495 members 
Mstep: Class 48 contains 19461 members 
Mstep: Class 49 contains 27648 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18477 members 
Mstep: Class 52 contains 18777 members 
Mstep: Class 53 contains 22836 members 
Mstep: Class 54 contains 18197 members 
Mstep: Class 55 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473760.000000 Penalty: 187370.656250
Iteration 266Q: 56 clusters Score -1.774738e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21423 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28162 members 
Mstep: Class 5 contains 25634 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25898 members 
Mstep: Class 9 contains 15832 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21680 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 19848 members 
Mstep: Class 14 contains 23531 members 
Mstep: Class 15 contains 18327 members 
Mstep: Class 16 contains 7132 members 
Mstep: Class 17 contains 12227 members 
Mstep: Class 18 contains 27934 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25529 members 
Mstep: Class 21 contains 29415 members 
Mstep: Class 22 contains 36142 members 
Mstep: Class 23 contains 25484 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 42291 members 
Mstep: Class 26 contains 13863 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17251 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 19477 members 
Mstep: Class 31 contains 29505 members 
Mstep: Class 32 contains 27895 members 
Mstep: Class 33 contains 28204 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28829 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 27493 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21496 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20463 members 
Mstep: Class 43 contains 27201 members 
Mstep: Class 44 contains 19716 members 
Mstep: Class 45 contains 3886 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20493 members 
Mstep: Class 48 contains 19466 members 
Mstep: Class 49 contains 27804 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18461 members 
Mstep: Class 52 contains 18777 members 
Mstep: Class 53 contains 22879 members 
Mstep: Class 54 contains 18194 members 
Mstep: Class 55 contains 19818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177473936.000000 Penalty: 187370.656250
Iteration 267Q: 56 clusters Score -1.774739e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21538 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28180 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25916 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21522 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 19827 members 
Mstep: Class 14 contains 23520 members 
Mstep: Class 15 contains 18325 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25566 members 
Mstep: Class 21 contains 29341 members 
Mstep: Class 22 contains 36122 members 
Mstep: Class 23 contains 25513 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42227 members 
Mstep: Class 26 contains 13943 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17221 members 
Mstep: Class 29 contains 21601 members 
Mstep: Class 30 contains 19455 members 
Mstep: Class 31 contains 29534 members 
Mstep: Class 32 contains 27900 members 
Mstep: Class 33 contains 28181 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28831 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 27469 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21440 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20464 members 
Mstep: Class 43 contains 27196 members 
Mstep: Class 44 contains 19702 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20489 members 
Mstep: Class 48 contains 19457 members 
Mstep: Class 49 contains 27943 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18462 members 
Mstep: Class 52 contains 18776 members 
Mstep: Class 53 contains 22946 members 
Mstep: Class 54 contains 18198 members 
Mstep: Class 55 contains 19827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474272.000000 Penalty: 187370.656250
Iteration 268Q: 56 clusters Score -1.774743e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21689 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28164 members 
Mstep: Class 5 contains 25614 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25925 members 
Mstep: Class 9 contains 15824 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21405 members 
Mstep: Class 12 contains 18306 members 
Mstep: Class 13 contains 19805 members 
Mstep: Class 14 contains 23516 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 17 contains 12250 members 
Mstep: Class 18 contains 27927 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25616 members 
Mstep: Class 21 contains 29275 members 
Mstep: Class 22 contains 36084 members 
Mstep: Class 23 contains 25536 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42172 members 
Mstep: Class 26 contains 14019 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17197 members 
Mstep: Class 29 contains 21611 members 
Mstep: Class 30 contains 19442 members 
Mstep: Class 31 contains 29536 members 
Mstep: Class 32 contains 27899 members 
Mstep: Class 33 contains 28165 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28831 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 27450 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21403 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20459 members 
Mstep: Class 43 contains 27178 members 
Mstep: Class 44 contains 19690 members 
Mstep: Class 45 contains 3886 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20500 members 
Mstep: Class 48 contains 19453 members 
Mstep: Class 49 contains 28056 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18465 members 
Mstep: Class 52 contains 18791 members 
Mstep: Class 53 contains 23020 members 
Mstep: Class 54 contains 18196 members 
Mstep: Class 55 contains 19825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474592.000000 Penalty: 187370.656250
Iteration 269Q: 56 clusters Score -1.774746e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 21845 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28158 members 
Mstep: Class 5 contains 25610 members 
Mstep: Class 6 contains 8317 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25929 members 
Mstep: Class 9 contains 15828 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21280 members 
Mstep: Class 12 contains 18298 members 
Mstep: Class 13 contains 19790 members 
Mstep: Class 14 contains 23502 members 
Mstep: Class 15 contains 18314 members 
Mstep: Class 16 contains 7067 members 
Mstep: Class 17 contains 12256 members 
Mstep: Class 18 contains 27946 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25672 members 
Mstep: Class 21 contains 29199 members 
Mstep: Class 22 contains 36040 members 
Mstep: Class 23 contains 25556 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42100 members 
Mstep: Class 26 contains 14101 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 21619 members 
Mstep: Class 30 contains 19428 members 
Mstep: Class 31 contains 29559 members 
Mstep: Class 32 contains 27893 members 
Mstep: Class 33 contains 28155 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28847 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 27430 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21354 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20462 members 
Mstep: Class 43 contains 27150 members 
Mstep: Class 44 contains 19679 members 
Mstep: Class 45 contains 3892 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20507 members 
Mstep: Class 48 contains 19433 members 
Mstep: Class 49 contains 28128 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18450 members 
Mstep: Class 52 contains 18812 members 
Mstep: Class 53 contains 23098 members 
Mstep: Class 54 contains 18204 members 
Mstep: Class 55 contains 19822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474320.000000 Penalty: 187370.656250
Iteration 270Q: 56 clusters Score -1.774743e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22021 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28164 members 
Mstep: Class 5 contains 25624 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25932 members 
Mstep: Class 9 contains 15829 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21150 members 
Mstep: Class 12 contains 18288 members 
Mstep: Class 13 contains 19791 members 
Mstep: Class 14 contains 23458 members 
Mstep: Class 15 contains 18301 members 
Mstep: Class 16 contains 7037 members 
Mstep: Class 17 contains 12267 members 
Mstep: Class 18 contains 27944 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25706 members 
Mstep: Class 21 contains 29103 members 
Mstep: Class 22 contains 36019 members 
Mstep: Class 23 contains 25575 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42062 members 
Mstep: Class 26 contains 14187 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17167 members 
Mstep: Class 29 contains 21629 members 
Mstep: Class 30 contains 19421 members 
Mstep: Class 31 contains 29587 members 
Mstep: Class 32 contains 27890 members 
Mstep: Class 33 contains 28146 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28852 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 27429 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21302 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20468 members 
Mstep: Class 43 contains 27123 members 
Mstep: Class 44 contains 19661 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20510 members 
Mstep: Class 48 contains 19426 members 
Mstep: Class 49 contains 28169 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18448 members 
Mstep: Class 52 contains 18818 members 
Mstep: Class 53 contains 23170 members 
Mstep: Class 54 contains 18208 members 
Mstep: Class 55 contains 19819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474896.000000 Penalty: 187370.656250
Iteration 271Q: 56 clusters Score -1.774749e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22171 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28168 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25917 members 
Mstep: Class 9 contains 15838 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 21031 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 19772 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 18283 members 
Mstep: Class 16 contains 7006 members 
Mstep: Class 17 contains 12269 members 
Mstep: Class 18 contains 27933 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25757 members 
Mstep: Class 21 contains 29038 members 
Mstep: Class 22 contains 35991 members 
Mstep: Class 23 contains 25592 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 42022 members 
Mstep: Class 26 contains 14274 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17163 members 
Mstep: Class 29 contains 21644 members 
Mstep: Class 30 contains 19418 members 
Mstep: Class 31 contains 29606 members 
Mstep: Class 32 contains 27868 members 
Mstep: Class 33 contains 28154 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28833 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 27419 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21259 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20472 members 
Mstep: Class 43 contains 27090 members 
Mstep: Class 44 contains 19657 members 
Mstep: Class 45 contains 3885 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20506 members 
Mstep: Class 48 contains 19434 members 
Mstep: Class 49 contains 28225 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18449 members 
Mstep: Class 52 contains 18804 members 
Mstep: Class 53 contains 23248 members 
Mstep: Class 54 contains 18220 members 
Mstep: Class 55 contains 19829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177474576.000000 Penalty: 187370.656250
Iteration 272Q: 56 clusters Score -1.774746e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22305 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28163 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25921 members 
Mstep: Class 9 contains 15832 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20949 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 19761 members 
Mstep: Class 14 contains 23423 members 
Mstep: Class 15 contains 18267 members 
Mstep: Class 16 contains 6984 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 27896 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25814 members 
Mstep: Class 21 contains 28970 members 
Mstep: Class 22 contains 35963 members 
Mstep: Class 23 contains 25600 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 41961 members 
Mstep: Class 26 contains 14356 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17160 members 
Mstep: Class 29 contains 21648 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 29635 members 
Mstep: Class 32 contains 27910 members 
Mstep: Class 33 contains 28145 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28819 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 27415 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21201 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20464 members 
Mstep: Class 43 contains 27063 members 
Mstep: Class 44 contains 19653 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20509 members 
Mstep: Class 48 contains 19445 members 
Mstep: Class 49 contains 28267 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18456 members 
Mstep: Class 52 contains 18795 members 
Mstep: Class 53 contains 23303 members 
Mstep: Class 54 contains 18222 members 
Mstep: Class 55 contains 19829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177475104.000000 Penalty: 187370.656250
Iteration 273Q: 56 clusters Score -1.774751e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22429 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28171 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 719 members 
Mstep: Class 8 contains 25922 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20847 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 19751 members 
Mstep: Class 14 contains 23429 members 
Mstep: Class 15 contains 18241 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 12287 members 
Mstep: Class 18 contains 27879 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25871 members 
Mstep: Class 21 contains 28910 members 
Mstep: Class 22 contains 35979 members 
Mstep: Class 23 contains 25630 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 41920 members 
Mstep: Class 26 contains 14418 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17141 members 
Mstep: Class 29 contains 21660 members 
Mstep: Class 30 contains 19420 members 
Mstep: Class 31 contains 29669 members 
Mstep: Class 32 contains 27902 members 
Mstep: Class 33 contains 28151 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28779 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 27401 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21126 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20458 members 
Mstep: Class 43 contains 27034 members 
Mstep: Class 44 contains 19644 members 
Mstep: Class 45 contains 3888 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20486 members 
Mstep: Class 48 contains 19445 members 
Mstep: Class 49 contains 28310 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18441 members 
Mstep: Class 52 contains 18799 members 
Mstep: Class 53 contains 23367 members 
Mstep: Class 54 contains 18226 members 
Mstep: Class 55 contains 19853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177475456.000000 Penalty: 187370.656250
Iteration 274Q: 56 clusters Score -1.774755e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22571 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28165 members 
Mstep: Class 5 contains 25630 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25923 members 
Mstep: Class 9 contains 15844 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20751 members 
Mstep: Class 12 contains 18261 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 23444 members 
Mstep: Class 15 contains 18236 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 12304 members 
Mstep: Class 18 contains 27885 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25921 members 
Mstep: Class 21 contains 28830 members 
Mstep: Class 22 contains 35978 members 
Mstep: Class 23 contains 25656 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41878 members 
Mstep: Class 26 contains 14494 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17143 members 
Mstep: Class 29 contains 21671 members 
Mstep: Class 30 contains 19419 members 
Mstep: Class 31 contains 29680 members 
Mstep: Class 32 contains 27910 members 
Mstep: Class 33 contains 28142 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28729 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 27380 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21064 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20464 members 
Mstep: Class 43 contains 27008 members 
Mstep: Class 44 contains 19637 members 
Mstep: Class 45 contains 3889 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20482 members 
Mstep: Class 48 contains 19429 members 
Mstep: Class 49 contains 28340 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18426 members 
Mstep: Class 52 contains 18790 members 
Mstep: Class 53 contains 23439 members 
Mstep: Class 54 contains 18230 members 
Mstep: Class 55 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177475808.000000 Penalty: 187370.656250
Iteration 275Q: 56 clusters Score -1.774758e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22695 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28171 members 
Mstep: Class 5 contains 25612 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25919 members 
Mstep: Class 9 contains 15825 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 19731 members 
Mstep: Class 14 contains 23448 members 
Mstep: Class 15 contains 18219 members 
Mstep: Class 16 contains 6880 members 
Mstep: Class 17 contains 12322 members 
Mstep: Class 18 contains 27887 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 25967 members 
Mstep: Class 21 contains 28788 members 
Mstep: Class 22 contains 35988 members 
Mstep: Class 23 contains 25666 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 41830 members 
Mstep: Class 26 contains 14554 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17142 members 
Mstep: Class 29 contains 21674 members 
Mstep: Class 30 contains 19410 members 
Mstep: Class 31 contains 29706 members 
Mstep: Class 32 contains 27908 members 
Mstep: Class 33 contains 28131 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28707 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 27369 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21005 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20482 members 
Mstep: Class 43 contains 26978 members 
Mstep: Class 44 contains 19622 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20479 members 
Mstep: Class 48 contains 19429 members 
Mstep: Class 49 contains 28431 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18427 members 
Mstep: Class 52 contains 18784 members 
Mstep: Class 53 contains 23509 members 
Mstep: Class 54 contains 18235 members 
Mstep: Class 55 contains 19905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177475712.000000 Penalty: 187370.656250
Iteration 276Q: 56 clusters Score -1.774757e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22831 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28181 members 
Mstep: Class 5 contains 25604 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25887 members 
Mstep: Class 9 contains 15818 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20469 members 
Mstep: Class 12 contains 18230 members 
Mstep: Class 13 contains 19734 members 
Mstep: Class 14 contains 23457 members 
Mstep: Class 15 contains 18210 members 
Mstep: Class 16 contains 6850 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 27886 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26030 members 
Mstep: Class 21 contains 28742 members 
Mstep: Class 22 contains 35983 members 
Mstep: Class 23 contains 25665 members 
Mstep: Class 24 contains 2162 members 
Mstep: Class 25 contains 41796 members 
Mstep: Class 26 contains 14614 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17137 members 
Mstep: Class 29 contains 21679 members 
Mstep: Class 30 contains 19409 members 
Mstep: Class 31 contains 29729 members 
Mstep: Class 32 contains 27898 members 
Mstep: Class 33 contains 28133 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28680 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 27337 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20959 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20480 members 
Mstep: Class 43 contains 26937 members 
Mstep: Class 44 contains 19609 members 
Mstep: Class 45 contains 3885 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20480 members 
Mstep: Class 48 contains 19420 members 
Mstep: Class 49 contains 28516 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18425 members 
Mstep: Class 52 contains 18789 members 
Mstep: Class 53 contains 23583 members 
Mstep: Class 54 contains 18249 members 
Mstep: Class 55 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177476096.000000 Penalty: 187370.656250
Iteration 277Q: 56 clusters Score -1.774761e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22978 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28200 members 
Mstep: Class 5 contains 25604 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25867 members 
Mstep: Class 9 contains 15806 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20333 members 
Mstep: Class 12 contains 18219 members 
Mstep: Class 13 contains 19758 members 
Mstep: Class 14 contains 23464 members 
Mstep: Class 15 contains 18196 members 
Mstep: Class 16 contains 6823 members 
Mstep: Class 17 contains 12346 members 
Mstep: Class 18 contains 27873 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26083 members 
Mstep: Class 21 contains 28697 members 
Mstep: Class 22 contains 35977 members 
Mstep: Class 23 contains 25674 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 41744 members 
Mstep: Class 26 contains 14679 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17139 members 
Mstep: Class 29 contains 21684 members 
Mstep: Class 30 contains 19406 members 
Mstep: Class 31 contains 29752 members 
Mstep: Class 32 contains 27908 members 
Mstep: Class 33 contains 28127 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28671 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 27300 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20925 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20478 members 
Mstep: Class 43 contains 26892 members 
Mstep: Class 44 contains 19603 members 
Mstep: Class 45 contains 3885 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20461 members 
Mstep: Class 48 contains 19398 members 
Mstep: Class 49 contains 28561 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18420 members 
Mstep: Class 52 contains 18795 members 
Mstep: Class 53 contains 23642 members 
Mstep: Class 54 contains 18259 members 
Mstep: Class 55 contains 19920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177476256.000000 Penalty: 187370.656250
Iteration 278Q: 56 clusters Score -1.774763e+08 nChanged 2440
Entering ConstructFrom: 
Score: -177476256.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -151549.703125 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -151549.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -149736.906250 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -149736.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -149948.140625 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -149948.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -150059.484375 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -150059.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150129.328125 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -150129.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -150174.859375 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -150174.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150197.968750 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -150198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -150221.031250 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -150221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150234.843750 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -150234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150243.875000 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -150243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -150245.109375 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -150245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150250.203125 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -150250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -150254.687500 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -150254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150255.406250 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -150255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150255.406250 Penalty: 3326.603760
	Iteration 13F: 3 clusters Score -150255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Entering Unmasked Estep 
Score: -4431572.000000 Penalty: 2491.952148
	Iteration 0F: 2 clusters Score -4431572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4415541.500000 Penalty: 4983.904297
	Iteration 0F: 3 clusters Score -4415542 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4421184.000000 Penalty: 4983.904297
	Iteration 1F: 3 clusters Score -4421184 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4421557.500000 Penalty: 4983.904297
	Iteration 2Q: 3 clusters Score -4421558 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4421842.000000 Penalty: 4983.904297
	Iteration 3Q: 3 clusters Score -4421842 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4422074.500000 Penalty: 4983.904297
	Iteration 4Q: 3 clusters Score -4422074 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4422340.000000 Penalty: 4983.904297
	Iteration 5Q: 3 clusters Score -4422340 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -4422614.000000 Penalty: 4983.904297
	Iteration 6Q: 3 clusters Score -4422614 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -4422948.000000 Penalty: 4983.904297
	Iteration 7Q: 3 clusters Score -4422948 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4423349.000000 Penalty: 4983.904297
	Iteration 8Q: 3 clusters Score -4423349 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4423903.500000 Penalty: 4983.904297
	Iteration 9Q: 3 clusters Score -4423904 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -4424668.500000 Penalty: 4983.904297
	Iteration 10F: 3 clusters Score -4424668 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4425676.000000 Penalty: 4983.904297
	Iteration 11F: 3 clusters Score -4425676 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4426789.000000 Penalty: 4983.904297
	Iteration 12F: 3 clusters Score -4426789 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4427715.500000 Penalty: 4983.904297
	Iteration 13Q: 3 clusters Score -4427716 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4428399.500000 Penalty: 4983.904297
	Iteration 14Q: 3 clusters Score -4428400 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4428835.500000 Penalty: 4983.904297
	Iteration 15Q: 3 clusters Score -4428836 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4429079.500000 Penalty: 4983.904297
	Iteration 16Q: 3 clusters Score -4429080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4429222.500000 Penalty: 4983.904297
	Iteration 17Q: 3 clusters Score -4429222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4429276.500000 Penalty: 4983.904297
	Iteration 18Q: 3 clusters Score -4429276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4429314.500000 Penalty: 4983.904297
	Iteration 19Q: 3 clusters Score -4429314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4429342.000000 Penalty: 4983.904297
	Iteration 20F: 3 clusters Score -4429342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4429372.500000 Penalty: 4983.904297
	Iteration 21Q: 3 clusters Score -4429372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4429386.500000 Penalty: 4983.904297
	Iteration 22Q: 3 clusters Score -4429386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4429401.000000 Penalty: 4983.904297
	Iteration 23Q: 3 clusters Score -4429401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4429405.000000 Penalty: 4983.904297
	Iteration 24Q: 3 clusters Score -4429405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4429411.500000 Penalty: 4983.904297
	Iteration 25Q: 3 clusters Score -4429412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4429417.000000 Penalty: 4983.904297
	Iteration 26Q: 3 clusters Score -4429417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4429422.500000 Penalty: 4983.904297
	Iteration 27Q: 3 clusters Score -4429422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4429420.500000 Penalty: 4983.904297
	Iteration 28Q: 3 clusters Score -4429420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4429420.500000 Penalty: 4983.904297
	Iteration 29F: 3 clusters Score -4429420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -225034.390625 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -225034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -222896.265625 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -222896.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223262.937500 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -223262.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -223415.093750 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -223415.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -223535.718750 Penalty: 3535.734131
	Iteration 3F: 3 clusters Score -223535.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -223649.156250 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -223649.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -223730.968750 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -223731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -223817.875000 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -223817.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -223893.265625 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -223893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -223954.703125 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -223954.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -224016.859375 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -224016.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -224066.843750 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -224066.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -224109.109375 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -224109.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -224151.375000 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -224151.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -224186.406250 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -224186.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -224239.046875 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -224239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -224305.421875 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -224305.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -224367.859375 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -224367.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -224414.578125 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -224414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -224435.921875 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -224435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224449.156250 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -224449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -224455.437500 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -224455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224458.828125 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -224458.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -224461.218750 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -224461.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224462.093750 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -224462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -224462.734375 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -224462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224463.375000 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -224463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224463.375000 Penalty: 3535.734131
	Iteration 26F: 3 clusters Score -224463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Entering Unmasked Estep 
Score: -5253226.500000 Penalty: 2541.494873
	Iteration 0F: 2 clusters Score -5253226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5234264.000000 Penalty: 5082.989746
	Iteration 0F: 3 clusters Score -5234264 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5240868.500000 Penalty: 5082.989746
	Iteration 1F: 3 clusters Score -5240868 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5241331.000000 Penalty: 5082.989746
	Iteration 2Q: 3 clusters Score -5241331 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5241833.500000 Penalty: 5082.989746
	Iteration 3Q: 3 clusters Score -5241834 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -5242342.000000 Penalty: 5082.989746
	Iteration 4Q: 3 clusters Score -5242342 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5243122.500000 Penalty: 5082.989746
	Iteration 5F: 3 clusters Score -5243122 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5244208.000000 Penalty: 5082.989746
	Iteration 6F: 3 clusters Score -5244208 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -5245663.500000 Penalty: 5082.989746
	Iteration 7F: 3 clusters Score -5245664 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5247390.000000 Penalty: 5082.989746
	Iteration 8F: 3 clusters Score -5247390 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -5249009.000000 Penalty: 5082.989746
	Iteration 9F: 3 clusters Score -5249009 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5250058.000000 Penalty: 5082.989746
	Iteration 10Q: 3 clusters Score -5250058 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -5250577.000000 Penalty: 5082.989746
	Iteration 11Q: 3 clusters Score -5250577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5250804.000000 Penalty: 5082.989746
	Iteration 12Q: 3 clusters Score -5250804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5250895.000000 Penalty: 5082.989746
	Iteration 13Q: 3 clusters Score -5250895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5250928.000000 Penalty: 5082.989746
	Iteration 14Q: 3 clusters Score -5250928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -5250946.000000 Penalty: 5082.989746
	Iteration 15Q: 3 clusters Score -5250946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5250975.500000 Penalty: 5082.989746
	Iteration 16Q: 3 clusters Score -5250976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5250996.000000 Penalty: 5082.989746
	Iteration 17Q: 3 clusters Score -5250996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5251017.500000 Penalty: 5082.989746
	Iteration 18Q: 3 clusters Score -5251018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5251025.500000 Penalty: 5082.989746
	Iteration 19Q: 3 clusters Score -5251026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5251029.000000 Penalty: 5082.989746
	Iteration 20F: 3 clusters Score -5251029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -5251042.000000 Penalty: 5082.989746
	Iteration 21Q: 3 clusters Score -5251042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5251044.000000 Penalty: 5082.989746
	Iteration 22Q: 3 clusters Score -5251044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5251046.500000 Penalty: 5082.989746
	Iteration 23Q: 3 clusters Score -5251046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5251050.500000 Penalty: 5082.989746
	Iteration 24Q: 3 clusters Score -5251050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5251049.500000 Penalty: 5082.989746
	Iteration 25Q: 3 clusters Score -5251050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5251059.000000 Penalty: 5082.989746
	Iteration 26Q: 3 clusters Score -5251059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5251065.000000 Penalty: 5082.989746
	Iteration 27Q: 3 clusters Score -5251065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5251069.000000 Penalty: 5082.989746
	Iteration 28Q: 3 clusters Score -5251069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5251074.000000 Penalty: 5082.989746
	Iteration 29Q: 3 clusters Score -5251074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5251074.000000 Penalty: 5082.989746
	Iteration 30F: 3 clusters Score -5251074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Entering Unmasked Estep 
Score: -4775855.000000 Penalty: 2517.334717
	Iteration 0F: 2 clusters Score -4775855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4758123.500000 Penalty: 5034.669434
	Iteration 0F: 3 clusters Score -4758124 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4764398.000000 Penalty: 5034.669434
	Iteration 1F: 3 clusters Score -4764398 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4764753.000000 Penalty: 5034.669434
	Iteration 2Q: 3 clusters Score -4764753 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4765078.000000 Penalty: 5034.669434
	Iteration 3Q: 3 clusters Score -4765078 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4765395.500000 Penalty: 5034.669434
	Iteration 4Q: 3 clusters Score -4765396 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4765660.500000 Penalty: 5034.669434
	Iteration 5Q: 3 clusters Score -4765660 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4766004.000000 Penalty: 5034.669434
	Iteration 6Q: 3 clusters Score -4766004 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4766398.000000 Penalty: 5034.669434
	Iteration 7Q: 3 clusters Score -4766398 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4766882.500000 Penalty: 5034.669434
	Iteration 8Q: 3 clusters Score -4766882 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4767443.000000 Penalty: 5034.669434
	Iteration 9Q: 3 clusters Score -4767443 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4768152.500000 Penalty: 5034.669434
	Iteration 10Q: 3 clusters Score -4768152 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4769135.000000 Penalty: 5034.669434
	Iteration 11F: 3 clusters Score -4769135 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4770106.500000 Penalty: 5034.669434
	Iteration 12F: 3 clusters Score -4770106 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4770982.500000 Penalty: 5034.669434
	Iteration 13Q: 3 clusters Score -4770982 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4771628.000000 Penalty: 5034.669434
	Iteration 14Q: 3 clusters Score -4771628 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4772066.500000 Penalty: 5034.669434
	Iteration 15Q: 3 clusters Score -4772066 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4772354.000000 Penalty: 5034.669434
	Iteration 16Q: 3 clusters Score -4772354 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -4772607.000000 Penalty: 5034.669434
	Iteration 17Q: 3 clusters Score -4772607 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4772804.000000 Penalty: 5034.669434
	Iteration 18Q: 3 clusters Score -4772804 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4772962.500000 Penalty: 5034.669434
	Iteration 19Q: 3 clusters Score -4772962 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4773106.500000 Penalty: 5034.669434
	Iteration 20F: 3 clusters Score -4773106 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -4773240.000000 Penalty: 5034.669434
	Iteration 21Q: 3 clusters Score -4773240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4773349.500000 Penalty: 5034.669434
	Iteration 22Q: 3 clusters Score -4773350 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4773416.000000 Penalty: 5034.669434
	Iteration 23Q: 3 clusters Score -4773416 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4773489.500000 Penalty: 5034.669434
	Iteration 24Q: 3 clusters Score -4773490 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4773551.500000 Penalty: 5034.669434
	Iteration 25Q: 3 clusters Score -4773552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4773638.500000 Penalty: 5034.669434
	Iteration 26Q: 3 clusters Score -4773638 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4773683.000000 Penalty: 5034.669434
	Iteration 27Q: 3 clusters Score -4773683 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4773738.500000 Penalty: 5034.669434
	Iteration 28Q: 3 clusters Score -4773738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4773800.500000 Penalty: 5034.669434
	Iteration 29Q: 3 clusters Score -4773800 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4773836.500000 Penalty: 5034.669434
	Iteration 30Q: 3 clusters Score -4773836 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4773872.500000 Penalty: 5034.669434
	Iteration 31Q: 3 clusters Score -4773872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -4773897.000000 Penalty: 5034.669434
	Iteration 32Q: 3 clusters Score -4773897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -4773923.500000 Penalty: 5034.669434
	Iteration 33Q: 3 clusters Score -4773924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -4773939.500000 Penalty: 5034.669434
	Iteration 34Q: 3 clusters Score -4773940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -4773946.000000 Penalty: 5034.669434
	Iteration 35Q: 3 clusters Score -4773946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4773950.000000 Penalty: 5034.669434
	Iteration 36Q: 3 clusters Score -4773950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4773965.000000 Penalty: 5034.669434
	Iteration 37Q: 3 clusters Score -4773965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4773980.000000 Penalty: 5034.669434
	Iteration 38Q: 3 clusters Score -4773980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4773991.000000 Penalty: 5034.669434
	Iteration 39Q: 3 clusters Score -4773991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4774001.000000 Penalty: 5034.669434
	Iteration 40F: 3 clusters Score -4774001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4774006.000000 Penalty: 5034.669434
	Iteration 41Q: 3 clusters Score -4774006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4774004.500000 Penalty: 5034.669434
	Iteration 42Q: 3 clusters Score -4774004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -4774017.500000 Penalty: 5034.669434
	Iteration 43Q: 3 clusters Score -4774018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -4774016.000000 Penalty: 5034.669434
	Iteration 44Q: 3 clusters Score -4774016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4774020.000000 Penalty: 5034.669434
	Iteration 45Q: 3 clusters Score -4774020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4774021.000000 Penalty: 5034.669434
	Iteration 46Q: 3 clusters Score -4774021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -4774018.500000 Penalty: 5034.669434
	Iteration 47Q: 3 clusters Score -4774018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4774017.000000 Penalty: 5034.669434
	Iteration 48Q: 3 clusters Score -4774017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4774023.500000 Penalty: 5034.669434
	Iteration 49Q: 3 clusters Score -4774024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -4774028.500000 Penalty: 5034.669434
	Iteration 50Q: 3 clusters Score -4774028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -4774028.500000 Penalty: 5034.669434
	Iteration 51Q: 3 clusters Score -4774028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4774034.500000 Penalty: 5034.669434
	Iteration 52Q: 3 clusters Score -4774034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4774034.500000 Penalty: 5034.669434
	Iteration 53Q: 3 clusters Score -4774034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4774035.500000 Penalty: 5034.669434
	Iteration 54Q: 3 clusters Score -4774036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -4774037.500000 Penalty: 5034.669434
	Iteration 55Q: 3 clusters Score -4774038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4774039.000000 Penalty: 5034.669434
	Iteration 56Q: 3 clusters Score -4774039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -4774037.000000 Penalty: 5034.669434
	Iteration 57Q: 3 clusters Score -4774037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4774034.500000 Penalty: 5034.669434
	Iteration 58Q: 3 clusters Score -4774034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4774035.500000 Penalty: 5034.669434
	Iteration 59Q: 3 clusters Score -4774036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -4774037.000000 Penalty: 5034.669434
	Iteration 60F: 3 clusters Score -4774037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4774036.000000 Penalty: 5034.669434
	Iteration 61Q: 3 clusters Score -4774036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -4774036.000000 Penalty: 5034.669434
	Iteration 62F: 3 clusters Score -4774036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -1618327.625000 Penalty: 2239.711426
	Iteration 0F: 2 clusters Score -1618328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1611716.875000 Penalty: 4479.422852
	Iteration 0F: 3 clusters Score -1611717 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1613597.500000 Penalty: 4479.422852
	Iteration 1F: 3 clusters Score -1613598 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1613896.875000 Penalty: 4479.422852
	Iteration 2F: 3 clusters Score -1613897 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1614094.625000 Penalty: 4479.422852
	Iteration 3F: 3 clusters Score -1614095 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1614266.125000 Penalty: 4479.422852
	Iteration 4Q: 3 clusters Score -1614266 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1614442.250000 Penalty: 4479.422852
	Iteration 5Q: 3 clusters Score -1614442 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1614586.125000 Penalty: 4479.422852
	Iteration 6Q: 3 clusters Score -1614586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1614721.000000 Penalty: 4479.422852
	Iteration 7Q: 3 clusters Score -1614721 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1614841.250000 Penalty: 4479.422852
	Iteration 8Q: 3 clusters Score -1614841 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1614959.750000 Penalty: 4479.422852
	Iteration 9Q: 3 clusters Score -1614960 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1615070.125000 Penalty: 4479.422852
	Iteration 10Q: 3 clusters Score -1615070 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1615167.375000 Penalty: 4479.422852
	Iteration 11Q: 3 clusters Score -1615167 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1615265.500000 Penalty: 4479.422852
	Iteration 12Q: 3 clusters Score -1615266 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1615345.875000 Penalty: 4479.422852
	Iteration 13Q: 3 clusters Score -1615346 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1615420.750000 Penalty: 4479.422852
	Iteration 14Q: 3 clusters Score -1615421 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1615487.500000 Penalty: 4479.422852
	Iteration 15Q: 3 clusters Score -1615488 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1615553.250000 Penalty: 4479.422852
	Iteration 16Q: 3 clusters Score -1615553 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1615608.125000 Penalty: 4479.422852
	Iteration 17Q: 3 clusters Score -1615608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1615656.250000 Penalty: 4479.422852
	Iteration 18Q: 3 clusters Score -1615656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1615700.375000 Penalty: 4479.422852
	Iteration 19Q: 3 clusters Score -1615700 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1615737.250000 Penalty: 4479.422852
	Iteration 20F: 3 clusters Score -1615737 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1615774.250000 Penalty: 4479.422852
	Iteration 21Q: 3 clusters Score -1615774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1615804.875000 Penalty: 4479.422852
	Iteration 22Q: 3 clusters Score -1615805 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1615840.250000 Penalty: 4479.422852
	Iteration 23Q: 3 clusters Score -1615840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1615872.500000 Penalty: 4479.422852
	Iteration 24Q: 3 clusters Score -1615872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1615907.000000 Penalty: 4479.422852
	Iteration 25Q: 3 clusters Score -1615907 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1615926.250000 Penalty: 4479.422852
	Iteration 26Q: 3 clusters Score -1615926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1615957.500000 Penalty: 4479.422852
	Iteration 27Q: 3 clusters Score -1615958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1615978.500000 Penalty: 4479.422852
	Iteration 28Q: 3 clusters Score -1615978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1615996.125000 Penalty: 4479.422852
	Iteration 29Q: 3 clusters Score -1615996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1616011.250000 Penalty: 4479.422852
	Iteration 30Q: 3 clusters Score -1616011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1616023.125000 Penalty: 4479.422852
	Iteration 31Q: 3 clusters Score -1616023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1616037.625000 Penalty: 4479.422852
	Iteration 32Q: 3 clusters Score -1616038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1616050.500000 Penalty: 4479.422852
	Iteration 33Q: 3 clusters Score -1616050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1616057.875000 Penalty: 4479.422852
	Iteration 34Q: 3 clusters Score -1616058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1616062.500000 Penalty: 4479.422852
	Iteration 35Q: 3 clusters Score -1616062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1616065.750000 Penalty: 4479.422852
	Iteration 36Q: 3 clusters Score -1616066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1616066.125000 Penalty: 4479.422852
	Iteration 37Q: 3 clusters Score -1616066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1616069.750000 Penalty: 4479.422852
	Iteration 38Q: 3 clusters Score -1616070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1616073.750000 Penalty: 4479.422852
	Iteration 39Q: 3 clusters Score -1616074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1616074.500000 Penalty: 4479.422852
	Iteration 40F: 3 clusters Score -1616074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1616078.250000 Penalty: 4479.422852
	Iteration 41Q: 3 clusters Score -1616078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1616077.125000 Penalty: 4479.422852
	Iteration 42Q: 3 clusters Score -1616077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1616077.875000 Penalty: 4479.422852
	Iteration 43Q: 3 clusters Score -1616078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1616080.750000 Penalty: 4479.422852
	Iteration 44Q: 3 clusters Score -1616081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1616082.625000 Penalty: 4479.422852
	Iteration 45Q: 3 clusters Score -1616083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1616082.250000 Penalty: 4479.422852
	Iteration 46Q: 3 clusters Score -1616082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1616085.375000 Penalty: 4479.422852
	Iteration 47Q: 3 clusters Score -1616085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1616085.375000 Penalty: 4479.422852
	Iteration 48F: 3 clusters Score -1616085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -118276.468750 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -118276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116584.429688 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -116584.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116867.773438 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -116867.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116993.250000 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -116993.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117099.492188 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -117099.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117210.257812 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -117210.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117288.289062 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -117288.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117334.242188 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -117334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117369.242188 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -117369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -117388.648438 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -117388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117403.335938 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -117403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117415.210938 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -117415.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117419.406250 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -117419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117419.406250 Penalty: 3261.928711
	Iteration 12F: 3 clusters Score -117419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -4976620.500000 Penalty: 2519.629150
	Iteration 0F: 2 clusters Score -4976620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4959125.500000 Penalty: 5039.258301
	Iteration 0F: 3 clusters Score -4959126 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4965634.500000 Penalty: 5039.258301
	Iteration 1F: 3 clusters Score -4965634 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4966176.500000 Penalty: 5039.258301
	Iteration 2F: 3 clusters Score -4966176 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -4966720.500000 Penalty: 5039.258301
	Iteration 3F: 3 clusters Score -4966720 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4967347.000000 Penalty: 5039.258301
	Iteration 4F: 3 clusters Score -4967347 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4968115.000000 Penalty: 5039.258301
	Iteration 5F: 3 clusters Score -4968115 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4969105.000000 Penalty: 5039.258301
	Iteration 6F: 3 clusters Score -4969105 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -4970324.500000 Penalty: 5039.258301
	Iteration 7F: 3 clusters Score -4970324 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4971589.500000 Penalty: 5039.258301
	Iteration 8F: 3 clusters Score -4971590 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4972404.500000 Penalty: 5039.258301
	Iteration 9Q: 3 clusters Score -4972404 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4972753.000000 Penalty: 5039.258301
	Iteration 10Q: 3 clusters Score -4972753 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4972916.500000 Penalty: 5039.258301
	Iteration 11Q: 3 clusters Score -4972916 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -4973038.000000 Penalty: 5039.258301
	Iteration 12Q: 3 clusters Score -4973038 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4973104.000000 Penalty: 5039.258301
	Iteration 13Q: 3 clusters Score -4973104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4973159.000000 Penalty: 5039.258301
	Iteration 14Q: 3 clusters Score -4973159 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4973194.000000 Penalty: 5039.258301
	Iteration 15Q: 3 clusters Score -4973194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -4973203.000000 Penalty: 5039.258301
	Iteration 16Q: 3 clusters Score -4973203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4973232.500000 Penalty: 5039.258301
	Iteration 17Q: 3 clusters Score -4973232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4973253.500000 Penalty: 5039.258301
	Iteration 18Q: 3 clusters Score -4973254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -4973263.500000 Penalty: 5039.258301
	Iteration 19Q: 3 clusters Score -4973264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4973265.000000 Penalty: 5039.258301
	Iteration 20F: 3 clusters Score -4973265 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -4973288.000000 Penalty: 5039.258301
	Iteration 21Q: 3 clusters Score -4973288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -4973286.000000 Penalty: 5039.258301
	Iteration 22Q: 3 clusters Score -4973286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4973306.000000 Penalty: 5039.258301
	Iteration 23Q: 3 clusters Score -4973306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4973323.500000 Penalty: 5039.258301
	Iteration 24Q: 3 clusters Score -4973324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4973336.500000 Penalty: 5039.258301
	Iteration 25Q: 3 clusters Score -4973336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4973328.000000 Penalty: 5039.258301
	Iteration 26Q: 3 clusters Score -4973328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4973357.000000 Penalty: 5039.258301
	Iteration 27Q: 3 clusters Score -4973357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4973368.500000 Penalty: 5039.258301
	Iteration 28Q: 3 clusters Score -4973368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -4973376.500000 Penalty: 5039.258301
	Iteration 29Q: 3 clusters Score -4973376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4973387.000000 Penalty: 5039.258301
	Iteration 30Q: 3 clusters Score -4973387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4973390.000000 Penalty: 5039.258301
	Iteration 31Q: 3 clusters Score -4973390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4973396.000000 Penalty: 5039.258301
	Iteration 32Q: 3 clusters Score -4973396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4973390.500000 Penalty: 5039.258301
	Iteration 33Q: 3 clusters Score -4973390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4973395.500000 Penalty: 5039.258301
	Iteration 34Q: 3 clusters Score -4973396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4973405.500000 Penalty: 5039.258301
	Iteration 35Q: 3 clusters Score -4973406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4973405.500000 Penalty: 5039.258301
	Iteration 36Q: 3 clusters Score -4973406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -4973410.000000 Penalty: 5039.258301
	Iteration 37Q: 3 clusters Score -4973410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4973409.000000 Penalty: 5039.258301
	Iteration 38Q: 3 clusters Score -4973409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4973414.000000 Penalty: 5039.258301
	Iteration 39Q: 3 clusters Score -4973414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -4973424.000000 Penalty: 5039.258301
	Iteration 40F: 3 clusters Score -4973424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4973426.500000 Penalty: 5039.258301
	Iteration 41Q: 3 clusters Score -4973426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4973433.000000 Penalty: 5039.258301
	Iteration 42Q: 3 clusters Score -4973433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4973428.500000 Penalty: 5039.258301
	Iteration 43Q: 3 clusters Score -4973428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4973443.000000 Penalty: 5039.258301
	Iteration 44Q: 3 clusters Score -4973443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4973459.000000 Penalty: 5039.258301
	Iteration 45Q: 3 clusters Score -4973459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4973464.500000 Penalty: 5039.258301
	Iteration 46Q: 3 clusters Score -4973464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4973459.000000 Penalty: 5039.258301
	Iteration 47Q: 3 clusters Score -4973459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -4973462.500000 Penalty: 5039.258301
	Iteration 48Q: 3 clusters Score -4973462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4973446.500000 Penalty: 5039.258301
	Iteration 49Q: 3 clusters Score -4973446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4973454.500000 Penalty: 5039.258301
	Iteration 50Q: 3 clusters Score -4973454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4973463.500000 Penalty: 5039.258301
	Iteration 51Q: 3 clusters Score -4973464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4973469.500000 Penalty: 5039.258301
	Iteration 52Q: 3 clusters Score -4973470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4973472.500000 Penalty: 5039.258301
	Iteration 53Q: 3 clusters Score -4973472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4973475.000000 Penalty: 5039.258301
	Iteration 54Q: 3 clusters Score -4973475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4973470.500000 Penalty: 5039.258301
	Iteration 55Q: 3 clusters Score -4973470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5039.258301
	Iteration 56Q: 3 clusters Score -4973476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4973475.500000 Penalty: 5039.258301
	Iteration 57Q: 3 clusters Score -4973476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4973474.500000 Penalty: 5039.258301
	Iteration 58Q: 3 clusters Score -4973474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4973473.000000 Penalty: 5039.258301
	Iteration 59Q: 3 clusters Score -4973473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -4973486.500000 Penalty: 5039.258301
	Iteration 60F: 3 clusters Score -4973486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4973489.000000 Penalty: 5039.258301
	Iteration 61Q: 3 clusters Score -4973489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4973494.000000 Penalty: 5039.258301
	Iteration 62Q: 3 clusters Score -4973494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4973492.000000 Penalty: 5039.258301
	Iteration 63Q: 3 clusters Score -4973492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4973493.000000 Penalty: 5039.258301
	Iteration 64Q: 3 clusters Score -4973493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4973495.000000 Penalty: 5039.258301
	Iteration 65Q: 3 clusters Score -4973495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4973495.000000 Penalty: 5039.258301
	Iteration 66Q: 3 clusters Score -4973495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4973497.000000 Penalty: 5039.258301
	Iteration 67Q: 3 clusters Score -4973497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4973496.500000 Penalty: 5039.258301
	Iteration 68Q: 3 clusters Score -4973496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4973495.000000 Penalty: 5039.258301
	Iteration 69Q: 3 clusters Score -4973495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -4973501.000000 Penalty: 5039.258301
	Iteration 70Q: 3 clusters Score -4973501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4973502.500000 Penalty: 5039.258301
	Iteration 71Q: 3 clusters Score -4973502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4973509.500000 Penalty: 5039.258301
	Iteration 72Q: 3 clusters Score -4973510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -4973513.500000 Penalty: 5039.258301
	Iteration 73Q: 3 clusters Score -4973514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4973508.500000 Penalty: 5039.258301
	Iteration 74Q: 3 clusters Score -4973508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4973510.000000 Penalty: 5039.258301
	Iteration 75Q: 3 clusters Score -4973510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -4973507.500000 Penalty: 5039.258301
	Iteration 76Q: 3 clusters Score -4973508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -4973516.000000 Penalty: 5039.258301
	Iteration 77Q: 3 clusters Score -4973516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4973512.500000 Penalty: 5039.258301
	Iteration 78Q: 3 clusters Score -4973512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4973515.500000 Penalty: 5039.258301
	Iteration 79Q: 3 clusters Score -4973516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4973515.500000 Penalty: 5039.258301
	Iteration 80F: 3 clusters Score -4973516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -4973519.000000 Penalty: 5039.258301
	Iteration 81Q: 3 clusters Score -4973519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4973517.000000 Penalty: 5039.258301
	Iteration 82Q: 3 clusters Score -4973517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4973516.000000 Penalty: 5039.258301
	Iteration 83Q: 3 clusters Score -4973516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -4973519.500000 Penalty: 5039.258301
	Iteration 84Q: 3 clusters Score -4973520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4973519.000000 Penalty: 5039.258301
	Iteration 85Q: 3 clusters Score -4973519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -4973519.000000 Penalty: 5039.258301
	Iteration 86F: 3 clusters Score -4973519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3056947.000000 Penalty: 2397.464355
	Iteration 0F: 2 clusters Score -3056947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -3045656.750000 Penalty: 4794.928711
	Iteration 0F: 3 clusters Score -3045657 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3049305.500000 Penalty: 4794.928711
	Iteration 1F: 3 clusters Score -3049306 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3049645.750000 Penalty: 4794.928711
	Iteration 2F: 3 clusters Score -3049646 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3049937.250000 Penalty: 4794.928711
	Iteration 3Q: 3 clusters Score -3049937 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3050241.750000 Penalty: 4794.928711
	Iteration 4Q: 3 clusters Score -3050242 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3050605.750000 Penalty: 4794.928711
	Iteration 5Q: 3 clusters Score -3050606 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3051029.000000 Penalty: 4794.928711
	Iteration 6Q: 3 clusters Score -3051029 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -3051470.250000 Penalty: 4794.928711
	Iteration 7Q: 3 clusters Score -3051470 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3051924.000000 Penalty: 4794.928711
	Iteration 8Q: 3 clusters Score -3051924 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3052396.500000 Penalty: 4794.928711
	Iteration 9Q: 3 clusters Score -3052396 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3052856.500000 Penalty: 4794.928711
	Iteration 10Q: 3 clusters Score -3052856 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3053227.000000 Penalty: 4794.928711
	Iteration 11Q: 3 clusters Score -3053227 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3053598.000000 Penalty: 4794.928711
	Iteration 12Q: 3 clusters Score -3053598 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3053890.750000 Penalty: 4794.928711
	Iteration 13Q: 3 clusters Score -3053891 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3054122.250000 Penalty: 4794.928711
	Iteration 14Q: 3 clusters Score -3054122 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3054301.750000 Penalty: 4794.928711
	Iteration 15Q: 3 clusters Score -3054302 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3054437.250000 Penalty: 4794.928711
	Iteration 16Q: 3 clusters Score -3054437 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3054518.500000 Penalty: 4794.928711
	Iteration 17Q: 3 clusters Score -3054518 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3054591.750000 Penalty: 4794.928711
	Iteration 18Q: 3 clusters Score -3054592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3054650.250000 Penalty: 4794.928711
	Iteration 19Q: 3 clusters Score -3054650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3054702.250000 Penalty: 4794.928711
	Iteration 20F: 3 clusters Score -3054702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3054734.250000 Penalty: 4794.928711
	Iteration 21Q: 3 clusters Score -3054734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3054767.750000 Penalty: 4794.928711
	Iteration 22Q: 3 clusters Score -3054768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3054783.000000 Penalty: 4794.928711
	Iteration 23Q: 3 clusters Score -3054783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3054810.750000 Penalty: 4794.928711
	Iteration 24Q: 3 clusters Score -3054811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3054824.750000 Penalty: 4794.928711
	Iteration 25Q: 3 clusters Score -3054825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3054840.500000 Penalty: 4794.928711
	Iteration 26Q: 3 clusters Score -3054840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3054850.000000 Penalty: 4794.928711
	Iteration 27Q: 3 clusters Score -3054850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3054866.250000 Penalty: 4794.928711
	Iteration 28Q: 3 clusters Score -3054866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3054877.250000 Penalty: 4794.928711
	Iteration 29Q: 3 clusters Score -3054877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3054882.500000 Penalty: 4794.928711
	Iteration 30Q: 3 clusters Score -3054882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3054889.750000 Penalty: 4794.928711
	Iteration 31Q: 3 clusters Score -3054890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3054891.250000 Penalty: 4794.928711
	Iteration 32Q: 3 clusters Score -3054891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3054894.750000 Penalty: 4794.928711
	Iteration 33Q: 3 clusters Score -3054895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3054892.750000 Penalty: 4794.928711
	Iteration 34Q: 3 clusters Score -3054893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3054892.750000 Penalty: 4794.928711
	Iteration 35F: 3 clusters Score -3054893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119985.906250 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119985.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -120222.953125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -120303.632812 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -120364.804688 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -120417.914062 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120449.023438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -120476.179688 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120476.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -120500.632812 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -120508.859375 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -120517.539062 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -120522.703125 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -120522.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120528.093750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -120528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120531.703125 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -120531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120531.703125 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -120531.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Entering Unmasked Estep 
Score: -3998206.500000 Penalty: 2458.606201
	Iteration 0F: 2 clusters Score -3998206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3984038.250000 Penalty: 4917.212402
	Iteration 0F: 3 clusters Score -3984038 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -3988723.500000 Penalty: 4917.212402
	Iteration 1F: 3 clusters Score -3988724 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3989148.250000 Penalty: 4917.212402
	Iteration 2F: 3 clusters Score -3989148 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3989497.000000 Penalty: 4917.212402
	Iteration 3Q: 3 clusters Score -3989497 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3989811.500000 Penalty: 4917.212402
	Iteration 4Q: 3 clusters Score -3989812 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3990052.250000 Penalty: 4917.212402
	Iteration 5Q: 3 clusters Score -3990052 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3990290.500000 Penalty: 4917.212402
	Iteration 6Q: 3 clusters Score -3990290 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3990496.500000 Penalty: 4917.212402
	Iteration 7Q: 3 clusters Score -3990496 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3990683.000000 Penalty: 4917.212402
	Iteration 8Q: 3 clusters Score -3990683 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3990857.250000 Penalty: 4917.212402
	Iteration 9Q: 3 clusters Score -3990857 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -3991022.250000 Penalty: 4917.212402
	Iteration 10Q: 3 clusters Score -3991022 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3991172.750000 Penalty: 4917.212402
	Iteration 11Q: 3 clusters Score -3991173 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -3991319.250000 Penalty: 4917.212402
	Iteration 12Q: 3 clusters Score -3991319 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3991536.500000 Penalty: 4917.212402
	Iteration 13Q: 3 clusters Score -3991536 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -3991801.000000 Penalty: 4917.212402
	Iteration 14Q: 3 clusters Score -3991801 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -3992110.250000 Penalty: 4917.212402
	Iteration 15Q: 3 clusters Score -3992110 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -3992477.500000 Penalty: 4917.212402
	Iteration 16Q: 3 clusters Score -3992478 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3992874.750000 Penalty: 4917.212402
	Iteration 17Q: 3 clusters Score -3992875 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3993220.250000 Penalty: 4917.212402
	Iteration 18Q: 3 clusters Score -3993220 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3993457.500000 Penalty: 4917.212402
	Iteration 19Q: 3 clusters Score -3993458 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3993617.250000 Penalty: 4917.212402
	Iteration 20F: 3 clusters Score -3993617 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3993717.250000 Penalty: 4917.212402
	Iteration 21Q: 3 clusters Score -3993717 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3993798.500000 Penalty: 4917.212402
	Iteration 22Q: 3 clusters Score -3993798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3993864.500000 Penalty: 4917.212402
	Iteration 23Q: 3 clusters Score -3993864 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3993917.000000 Penalty: 4917.212402
	Iteration 24Q: 3 clusters Score -3993917 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3993979.250000 Penalty: 4917.212402
	Iteration 25Q: 3 clusters Score -3993979 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3994024.500000 Penalty: 4917.212402
	Iteration 26Q: 3 clusters Score -3994024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3994070.250000 Penalty: 4917.212402
	Iteration 27Q: 3 clusters Score -3994070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3994100.250000 Penalty: 4917.212402
	Iteration 28Q: 3 clusters Score -3994100 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3994141.500000 Penalty: 4917.212402
	Iteration 29Q: 3 clusters Score -3994142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3994194.500000 Penalty: 4917.212402
	Iteration 30Q: 3 clusters Score -3994194 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3994243.750000 Penalty: 4917.212402
	Iteration 31Q: 3 clusters Score -3994244 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3994309.500000 Penalty: 4917.212402
	Iteration 32Q: 3 clusters Score -3994310 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3994379.500000 Penalty: 4917.212402
	Iteration 33Q: 3 clusters Score -3994380 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3994419.500000 Penalty: 4917.212402
	Iteration 34Q: 3 clusters Score -3994420 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3994472.250000 Penalty: 4917.212402
	Iteration 35Q: 3 clusters Score -3994472 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3994517.500000 Penalty: 4917.212402
	Iteration 36Q: 3 clusters Score -3994518 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3994563.750000 Penalty: 4917.212402
	Iteration 37Q: 3 clusters Score -3994564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3994606.000000 Penalty: 4917.212402
	Iteration 38Q: 3 clusters Score -3994606 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3994653.500000 Penalty: 4917.212402
	Iteration 39Q: 3 clusters Score -3994654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3994696.250000 Penalty: 4917.212402
	Iteration 40F: 3 clusters Score -3994696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3994727.250000 Penalty: 4917.212402
	Iteration 41Q: 3 clusters Score -3994727 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3994768.750000 Penalty: 4917.212402
	Iteration 42Q: 3 clusters Score -3994769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3994797.250000 Penalty: 4917.212402
	Iteration 43Q: 3 clusters Score -3994797 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3994832.250000 Penalty: 4917.212402
	Iteration 44Q: 3 clusters Score -3994832 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3994857.250000 Penalty: 4917.212402
	Iteration 45Q: 3 clusters Score -3994857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3994879.250000 Penalty: 4917.212402
	Iteration 46Q: 3 clusters Score -3994879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3994910.000000 Penalty: 4917.212402
	Iteration 47Q: 3 clusters Score -3994910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3994925.250000 Penalty: 4917.212402
	Iteration 48Q: 3 clusters Score -3994925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3994953.000000 Penalty: 4917.212402
	Iteration 49Q: 3 clusters Score -3994953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3994984.000000 Penalty: 4917.212402
	Iteration 50Q: 3 clusters Score -3994984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3995010.250000 Penalty: 4917.212402
	Iteration 51Q: 3 clusters Score -3995010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -3995035.000000 Penalty: 4917.212402
	Iteration 52Q: 3 clusters Score -3995035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3995077.250000 Penalty: 4917.212402
	Iteration 53Q: 3 clusters Score -3995077 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3995092.000000 Penalty: 4917.212402
	Iteration 54Q: 3 clusters Score -3995092 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3995123.750000 Penalty: 4917.212402
	Iteration 55Q: 3 clusters Score -3995124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3995159.750000 Penalty: 4917.212402
	Iteration 56Q: 3 clusters Score -3995160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3995173.000000 Penalty: 4917.212402
	Iteration 57Q: 3 clusters Score -3995173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3995206.500000 Penalty: 4917.212402
	Iteration 58Q: 3 clusters Score -3995206 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3995243.250000 Penalty: 4917.212402
	Iteration 59Q: 3 clusters Score -3995243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -3995256.750000 Penalty: 4917.212402
	Iteration 60F: 3 clusters Score -3995257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3995268.250000 Penalty: 4917.212402
	Iteration 61Q: 3 clusters Score -3995268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3995291.750000 Penalty: 4917.212402
	Iteration 62Q: 3 clusters Score -3995292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -3995300.500000 Penalty: 4917.212402
	Iteration 63Q: 3 clusters Score -3995300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3995326.000000 Penalty: 4917.212402
	Iteration 64Q: 3 clusters Score -3995326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3995340.250000 Penalty: 4917.212402
	Iteration 65Q: 3 clusters Score -3995340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3995362.250000 Penalty: 4917.212402
	Iteration 66Q: 3 clusters Score -3995362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3995369.250000 Penalty: 4917.212402
	Iteration 67Q: 3 clusters Score -3995369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3995380.250000 Penalty: 4917.212402
	Iteration 68Q: 3 clusters Score -3995380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -3995390.750000 Penalty: 4917.212402
	Iteration 69Q: 3 clusters Score -3995391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3995408.250000 Penalty: 4917.212402
	Iteration 70Q: 3 clusters Score -3995408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3995432.000000 Penalty: 4917.212402
	Iteration 71Q: 3 clusters Score -3995432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3995446.500000 Penalty: 4917.212402
	Iteration 72Q: 3 clusters Score -3995446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -3995462.500000 Penalty: 4917.212402
	Iteration 73Q: 3 clusters Score -3995462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3995491.000000 Penalty: 4917.212402
	Iteration 74Q: 3 clusters Score -3995491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3995513.500000 Penalty: 4917.212402
	Iteration 75Q: 3 clusters Score -3995514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3995531.500000 Penalty: 4917.212402
	Iteration 76Q: 3 clusters Score -3995532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3995547.750000 Penalty: 4917.212402
	Iteration 77Q: 3 clusters Score -3995548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3995567.750000 Penalty: 4917.212402
	Iteration 78Q: 3 clusters Score -3995568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3995581.250000 Penalty: 4917.212402
	Iteration 79Q: 3 clusters Score -3995581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -3995603.750000 Penalty: 4917.212402
	Iteration 80F: 3 clusters Score -3995604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3995621.500000 Penalty: 4917.212402
	Iteration 81Q: 3 clusters Score -3995622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3995628.250000 Penalty: 4917.212402
	Iteration 82Q: 3 clusters Score -3995628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3995660.000000 Penalty: 4917.212402
	Iteration 83Q: 3 clusters Score -3995660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3995675.750000 Penalty: 4917.212402
	Iteration 84Q: 3 clusters Score -3995676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3995700.000000 Penalty: 4917.212402
	Iteration 85Q: 3 clusters Score -3995700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3995714.000000 Penalty: 4917.212402
	Iteration 86Q: 3 clusters Score -3995714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3995731.500000 Penalty: 4917.212402
	Iteration 87Q: 3 clusters Score -3995732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3995769.500000 Penalty: 4917.212402
	Iteration 88Q: 3 clusters Score -3995770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3995779.500000 Penalty: 4917.212402
	Iteration 89Q: 3 clusters Score -3995780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3995790.500000 Penalty: 4917.212402
	Iteration 90Q: 3 clusters Score -3995790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3995796.750000 Penalty: 4917.212402
	Iteration 91Q: 3 clusters Score -3995797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3995798.500000 Penalty: 4917.212402
	Iteration 92Q: 3 clusters Score -3995798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3995812.500000 Penalty: 4917.212402
	Iteration 93Q: 3 clusters Score -3995812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3995821.500000 Penalty: 4917.212402
	Iteration 94Q: 3 clusters Score -3995822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -3995823.500000 Penalty: 4917.212402
	Iteration 95Q: 3 clusters Score -3995824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3995825.250000 Penalty: 4917.212402
	Iteration 96Q: 3 clusters Score -3995825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3995834.750000 Penalty: 4917.212402
	Iteration 97Q: 3 clusters Score -3995835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3995828.250000 Penalty: 4917.212402
	Iteration 98Q: 3 clusters Score -3995828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3995836.500000 Penalty: 4917.212402
	Iteration 99Q: 3 clusters Score -3995836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3995840.250000 Penalty: 4917.212402
	Iteration 100F: 3 clusters Score -3995840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3995844.250000 Penalty: 4917.212402
	Iteration 101Q: 3 clusters Score -3995844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3995847.750000 Penalty: 4917.212402
	Iteration 102Q: 3 clusters Score -3995848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3995859.750000 Penalty: 4917.212402
	Iteration 103Q: 3 clusters Score -3995860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3995857.750000 Penalty: 4917.212402
	Iteration 104Q: 3 clusters Score -3995858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3995858.750000 Penalty: 4917.212402
	Iteration 105Q: 3 clusters Score -3995859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3995861.750000 Penalty: 4917.212402
	Iteration 106Q: 3 clusters Score -3995862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3995868.000000 Penalty: 4917.212402
	Iteration 107Q: 3 clusters Score -3995868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3995869.250000 Penalty: 4917.212402
	Iteration 108Q: 3 clusters Score -3995869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3995862.000000 Penalty: 4917.212402
	Iteration 109Q: 3 clusters Score -3995862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3995863.000000 Penalty: 4917.212402
	Iteration 110Q: 3 clusters Score -3995863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3995861.750000 Penalty: 4917.212402
	Iteration 111Q: 3 clusters Score -3995862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3995862.000000 Penalty: 4917.212402
	Iteration 112Q: 3 clusters Score -3995862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3995863.750000 Penalty: 4917.212402
	Iteration 113Q: 3 clusters Score -3995864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -3995868.000000 Penalty: 4917.212402
	Iteration 114Q: 3 clusters Score -3995868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3995867.500000 Penalty: 4917.212402
	Iteration 115Q: 3 clusters Score -3995868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3995871.750000 Penalty: 4917.212402
	Iteration 116Q: 3 clusters Score -3995872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3995875.000000 Penalty: 4917.212402
	Iteration 117Q: 3 clusters Score -3995875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -3995876.500000 Penalty: 4917.212402
	Iteration 118Q: 3 clusters Score -3995876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3995878.750000 Penalty: 4917.212402
	Iteration 119Q: 3 clusters Score -3995879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3995878.750000 Penalty: 4917.212402
	Iteration 120F: 3 clusters Score -3995879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -3995880.000000 Penalty: 4917.212402
	Iteration 121Q: 3 clusters Score -3995880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3995884.500000 Penalty: 4917.212402
	Iteration 122Q: 3 clusters Score -3995884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -3995883.250000 Penalty: 4917.212402
	Iteration 123Q: 3 clusters Score -3995883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3995890.250000 Penalty: 4917.212402
	Iteration 124Q: 3 clusters Score -3995890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3995889.250000 Penalty: 4917.212402
	Iteration 125Q: 3 clusters Score -3995889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3995890.750000 Penalty: 4917.212402
	Iteration 126Q: 3 clusters Score -3995891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3995896.250000 Penalty: 4917.212402
	Iteration 127Q: 3 clusters Score -3995896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3995899.000000 Penalty: 4917.212402
	Iteration 128Q: 3 clusters Score -3995899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3995903.000000 Penalty: 4917.212402
	Iteration 129Q: 3 clusters Score -3995903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3995907.000000 Penalty: 4917.212402
	Iteration 130Q: 3 clusters Score -3995907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3995918.250000 Penalty: 4917.212402
	Iteration 131Q: 3 clusters Score -3995918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3995922.500000 Penalty: 4917.212402
	Iteration 132Q: 3 clusters Score -3995922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3995928.750000 Penalty: 4917.212402
	Iteration 133Q: 3 clusters Score -3995929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3995927.000000 Penalty: 4917.212402
	Iteration 134Q: 3 clusters Score -3995927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3995933.000000 Penalty: 4917.212402
	Iteration 135Q: 3 clusters Score -3995933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3995932.500000 Penalty: 4917.212402
	Iteration 136Q: 3 clusters Score -3995932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3995930.250000 Penalty: 4917.212402
	Iteration 137Q: 3 clusters Score -3995930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3995929.750000 Penalty: 4917.212402
	Iteration 138Q: 3 clusters Score -3995930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3995934.000000 Penalty: 4917.212402
	Iteration 139Q: 3 clusters Score -3995934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3995931.250000 Penalty: 4917.212402
	Iteration 140F: 3 clusters Score -3995931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Entering Unmasked Estep 
Score: -3761427.500000 Penalty: 2432.771240
	Iteration 0F: 2 clusters Score -3761428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3749872.250000 Penalty: 4865.542480
	Iteration 0F: 3 clusters Score -3749872 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3754215.500000 Penalty: 4865.542480
	Iteration 1F: 3 clusters Score -3754216 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3754588.750000 Penalty: 4865.542480
	Iteration 2F: 3 clusters Score -3754589 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3754908.250000 Penalty: 4865.542480
	Iteration 3F: 3 clusters Score -3754908 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3755295.250000 Penalty: 4865.542480
	Iteration 4F: 3 clusters Score -3755295 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -3755709.500000 Penalty: 4865.542480
	Iteration 5F: 3 clusters Score -3755710 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3756011.500000 Penalty: 4865.542480
	Iteration 6F: 3 clusters Score -3756012 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3756267.750000 Penalty: 4865.542480
	Iteration 7F: 3 clusters Score -3756268 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -3756979.750000 Penalty: 4865.542480
	Iteration 8Q: 3 clusters Score -3756980 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3757708.500000 Penalty: 4865.542480
	Iteration 9Q: 3 clusters Score -3757708 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3758213.500000 Penalty: 4865.542480
	Iteration 10Q: 3 clusters Score -3758214 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3758636.000000 Penalty: 4865.542480
	Iteration 11Q: 3 clusters Score -3758636 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3758831.750000 Penalty: 4865.542480
	Iteration 12Q: 3 clusters Score -3758832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3758988.750000 Penalty: 4865.542480
	Iteration 13Q: 3 clusters Score -3758989 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3759078.750000 Penalty: 4865.542480
	Iteration 14Q: 3 clusters Score -3759079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3759155.500000 Penalty: 4865.542480
	Iteration 15Q: 3 clusters Score -3759156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3759214.000000 Penalty: 4865.542480
	Iteration 16Q: 3 clusters Score -3759214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3759262.750000 Penalty: 4865.542480
	Iteration 17Q: 3 clusters Score -3759263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3759317.500000 Penalty: 4865.542480
	Iteration 18Q: 3 clusters Score -3759318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3759350.250000 Penalty: 4865.542480
	Iteration 19Q: 3 clusters Score -3759350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3759372.000000 Penalty: 4865.542480
	Iteration 20F: 3 clusters Score -3759372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3759398.000000 Penalty: 4865.542480
	Iteration 21Q: 3 clusters Score -3759398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3759412.750000 Penalty: 4865.542480
	Iteration 22Q: 3 clusters Score -3759413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3759431.500000 Penalty: 4865.542480
	Iteration 23Q: 3 clusters Score -3759432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3759441.750000 Penalty: 4865.542480
	Iteration 24Q: 3 clusters Score -3759442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3759458.250000 Penalty: 4865.542480
	Iteration 25Q: 3 clusters Score -3759458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3759460.500000 Penalty: 4865.542480
	Iteration 26Q: 3 clusters Score -3759460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3759475.750000 Penalty: 4865.542480
	Iteration 27Q: 3 clusters Score -3759476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3759482.250000 Penalty: 4865.542480
	Iteration 28Q: 3 clusters Score -3759482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3759489.000000 Penalty: 4865.542480
	Iteration 29Q: 3 clusters Score -3759489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3759494.500000 Penalty: 4865.542480
	Iteration 30Q: 3 clusters Score -3759494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3759490.500000 Penalty: 4865.542480
	Iteration 31Q: 3 clusters Score -3759490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3759489.000000 Penalty: 4865.542480
	Iteration 32Q: 3 clusters Score -3759489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3759491.500000 Penalty: 4865.542480
	Iteration 33Q: 3 clusters Score -3759492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3759488.500000 Penalty: 4865.542480
	Iteration 34Q: 3 clusters Score -3759488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3759494.750000 Penalty: 4865.542480
	Iteration 35Q: 3 clusters Score -3759495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3759500.250000 Penalty: 4865.542480
	Iteration 36Q: 3 clusters Score -3759500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3759498.250000 Penalty: 4865.542480
	Iteration 37Q: 3 clusters Score -3759498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3759497.250000 Penalty: 4865.542480
	Iteration 38Q: 3 clusters Score -3759497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3759502.000000 Penalty: 4865.542480
	Iteration 39Q: 3 clusters Score -3759502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3759503.500000 Penalty: 4865.542480
	Iteration 40F: 3 clusters Score -3759504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3759508.500000 Penalty: 4865.542480
	Iteration 41Q: 3 clusters Score -3759508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3759512.000000 Penalty: 4865.542480
	Iteration 42Q: 3 clusters Score -3759512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3759521.500000 Penalty: 4865.542480
	Iteration 43Q: 3 clusters Score -3759522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3759521.750000 Penalty: 4865.542480
	Iteration 44Q: 3 clusters Score -3759522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3759523.000000 Penalty: 4865.542480
	Iteration 45Q: 3 clusters Score -3759523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3759521.000000 Penalty: 4865.542480
	Iteration 46Q: 3 clusters Score -3759521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3759522.250000 Penalty: 4865.542480
	Iteration 47Q: 3 clusters Score -3759522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3759522.500000 Penalty: 4865.542480
	Iteration 48Q: 3 clusters Score -3759522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3759526.000000 Penalty: 4865.542480
	Iteration 49Q: 3 clusters Score -3759526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3759523.250000 Penalty: 4865.542480
	Iteration 50Q: 3 clusters Score -3759523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3759523.250000 Penalty: 4865.542480
	Iteration 51F: 3 clusters Score -3759523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Entering Unmasked Estep 
Score: -4069183.000000 Penalty: 2453.146240
	Iteration 0F: 2 clusters Score -4069183 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 9945 members 
Entering Unmasked Estep 
Score: -4056737.000000 Penalty: 4906.292480
	Iteration 0F: 3 clusters Score -4056737 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4061237.000000 Penalty: 4906.292480
	Iteration 1F: 3 clusters Score -4061237 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4061628.750000 Penalty: 4906.292480
	Iteration 2F: 3 clusters Score -4061629 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4061942.750000 Penalty: 4906.292480
	Iteration 3Q: 3 clusters Score -4061943 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4062226.500000 Penalty: 4906.292480
	Iteration 4Q: 3 clusters Score -4062226 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4062457.750000 Penalty: 4906.292480
	Iteration 5Q: 3 clusters Score -4062458 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -4062739.250000 Penalty: 4906.292480
	Iteration 6Q: 3 clusters Score -4062739 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4063040.250000 Penalty: 4906.292480
	Iteration 7F: 3 clusters Score -4063040 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4063416.750000 Penalty: 4906.292480
	Iteration 8F: 3 clusters Score -4063417 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4064036.750000 Penalty: 4906.292480
	Iteration 9F: 3 clusters Score -4064037 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4064708.250000 Penalty: 4906.292480
	Iteration 10F: 3 clusters Score -4064708 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -4065347.250000 Penalty: 4906.292480
	Iteration 11Q: 3 clusters Score -4065347 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4065889.000000 Penalty: 4906.292480
	Iteration 12Q: 3 clusters Score -4065889 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4066248.500000 Penalty: 4906.292480
	Iteration 13Q: 3 clusters Score -4066248 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4066461.500000 Penalty: 4906.292480
	Iteration 14Q: 3 clusters Score -4066462 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4066607.000000 Penalty: 4906.292480
	Iteration 15Q: 3 clusters Score -4066607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4066703.750000 Penalty: 4906.292480
	Iteration 16Q: 3 clusters Score -4066704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4066803.500000 Penalty: 4906.292480
	Iteration 17Q: 3 clusters Score -4066804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4066860.000000 Penalty: 4906.292480
	Iteration 18Q: 3 clusters Score -4066860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4066908.750000 Penalty: 4906.292480
	Iteration 19Q: 3 clusters Score -4066909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4066932.250000 Penalty: 4906.292480
	Iteration 20F: 3 clusters Score -4066932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4066959.000000 Penalty: 4906.292480
	Iteration 21Q: 3 clusters Score -4066959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -4066970.750000 Penalty: 4906.292480
	Iteration 22Q: 3 clusters Score -4066971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4066983.500000 Penalty: 4906.292480
	Iteration 23Q: 3 clusters Score -4066984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -4066988.000000 Penalty: 4906.292480
	Iteration 24Q: 3 clusters Score -4066988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4066994.000000 Penalty: 4906.292480
	Iteration 25Q: 3 clusters Score -4066994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4066999.250000 Penalty: 4906.292480
	Iteration 26Q: 3 clusters Score -4066999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4067006.750000 Penalty: 4906.292480
	Iteration 27Q: 3 clusters Score -4067007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4067012.250000 Penalty: 4906.292480
	Iteration 28Q: 3 clusters Score -4067012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4067017.750000 Penalty: 4906.292480
	Iteration 29Q: 3 clusters Score -4067018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4067021.250000 Penalty: 4906.292480
	Iteration 30Q: 3 clusters Score -4067021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -4067024.500000 Penalty: 4906.292480
	Iteration 31Q: 3 clusters Score -4067024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4067026.000000 Penalty: 4906.292480
	Iteration 32Q: 3 clusters Score -4067026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -4067026.000000 Penalty: 4906.292480
	Iteration 33F: 3 clusters Score -4067026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Entering Unmasked Estep 
Score: -4514933.000000 Penalty: 2495.827148
	Iteration 0F: 2 clusters Score -4514933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4498660.500000 Penalty: 4991.654297
	Iteration 0F: 3 clusters Score -4498660 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -4504282.500000 Penalty: 4991.654297
	Iteration 1F: 3 clusters Score -4504282 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4504683.500000 Penalty: 4991.654297
	Iteration 2F: 3 clusters Score -4504684 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4505046.000000 Penalty: 4991.654297
	Iteration 3Q: 3 clusters Score -4505046 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4505391.500000 Penalty: 4991.654297
	Iteration 4Q: 3 clusters Score -4505392 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4505736.000000 Penalty: 4991.654297
	Iteration 5Q: 3 clusters Score -4505736 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4506046.500000 Penalty: 4991.654297
	Iteration 6Q: 3 clusters Score -4506046 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4506420.500000 Penalty: 4991.654297
	Iteration 7Q: 3 clusters Score -4506420 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4506871.000000 Penalty: 4991.654297
	Iteration 8Q: 3 clusters Score -4506871 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4507520.000000 Penalty: 4991.654297
	Iteration 9Q: 3 clusters Score -4507520 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4508482.000000 Penalty: 4991.654297
	Iteration 10F: 3 clusters Score -4508482 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4509534.500000 Penalty: 4991.654297
	Iteration 11F: 3 clusters Score -4509534 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4510258.000000 Penalty: 4991.654297
	Iteration 12Q: 3 clusters Score -4510258 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4510666.000000 Penalty: 4991.654297
	Iteration 13Q: 3 clusters Score -4510666 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4510855.500000 Penalty: 4991.654297
	Iteration 14Q: 3 clusters Score -4510856 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4510983.500000 Penalty: 4991.654297
	Iteration 15Q: 3 clusters Score -4510984 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4511114.000000 Penalty: 4991.654297
	Iteration 16Q: 3 clusters Score -4511114 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4511242.500000 Penalty: 4991.654297
	Iteration 17Q: 3 clusters Score -4511242 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4511360.000000 Penalty: 4991.654297
	Iteration 18Q: 3 clusters Score -4511360 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4511483.000000 Penalty: 4991.654297
	Iteration 19Q: 3 clusters Score -4511483 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4511598.000000 Penalty: 4991.654297
	Iteration 20F: 3 clusters Score -4511598 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4511701.500000 Penalty: 4991.654297
	Iteration 21Q: 3 clusters Score -4511702 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4511801.500000 Penalty: 4991.654297
	Iteration 22Q: 3 clusters Score -4511802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4511884.500000 Penalty: 4991.654297
	Iteration 23Q: 3 clusters Score -4511884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4511959.500000 Penalty: 4991.654297
	Iteration 24Q: 3 clusters Score -4511960 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4512010.000000 Penalty: 4991.654297
	Iteration 25Q: 3 clusters Score -4512010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -4512093.500000 Penalty: 4991.654297
	Iteration 26Q: 3 clusters Score -4512094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4512154.500000 Penalty: 4991.654297
	Iteration 27Q: 3 clusters Score -4512154 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4512202.000000 Penalty: 4991.654297
	Iteration 28Q: 3 clusters Score -4512202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4512235.500000 Penalty: 4991.654297
	Iteration 29Q: 3 clusters Score -4512236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4512265.000000 Penalty: 4991.654297
	Iteration 30Q: 3 clusters Score -4512265 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4512298.000000 Penalty: 4991.654297
	Iteration 31Q: 3 clusters Score -4512298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4512334.000000 Penalty: 4991.654297
	Iteration 32Q: 3 clusters Score -4512334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4512370.000000 Penalty: 4991.654297
	Iteration 33Q: 3 clusters Score -4512370 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4512393.500000 Penalty: 4991.654297
	Iteration 34Q: 3 clusters Score -4512394 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4512404.500000 Penalty: 4991.654297
	Iteration 35Q: 3 clusters Score -4512404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4512430.500000 Penalty: 4991.654297
	Iteration 36Q: 3 clusters Score -4512430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4512450.500000 Penalty: 4991.654297
	Iteration 37Q: 3 clusters Score -4512450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4512466.000000 Penalty: 4991.654297
	Iteration 38Q: 3 clusters Score -4512466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4512470.000000 Penalty: 4991.654297
	Iteration 39Q: 3 clusters Score -4512470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4512484.500000 Penalty: 4991.654297
	Iteration 40F: 3 clusters Score -4512484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4512478.500000 Penalty: 4991.654297
	Iteration 41Q: 3 clusters Score -4512478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4512495.500000 Penalty: 4991.654297
	Iteration 42Q: 3 clusters Score -4512496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4512523.500000 Penalty: 4991.654297
	Iteration 43Q: 3 clusters Score -4512524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4512535.500000 Penalty: 4991.654297
	Iteration 44Q: 3 clusters Score -4512536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4512546.500000 Penalty: 4991.654297
	Iteration 45Q: 3 clusters Score -4512546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4512572.500000 Penalty: 4991.654297
	Iteration 46Q: 3 clusters Score -4512572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -4512582.500000 Penalty: 4991.654297
	Iteration 47Q: 3 clusters Score -4512582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -4512600.000000 Penalty: 4991.654297
	Iteration 48Q: 3 clusters Score -4512600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -4512607.000000 Penalty: 4991.654297
	Iteration 49Q: 3 clusters Score -4512607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -4512605.500000 Penalty: 4991.654297
	Iteration 50Q: 3 clusters Score -4512606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -4512620.000000 Penalty: 4991.654297
	Iteration 51Q: 3 clusters Score -4512620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -4512626.000000 Penalty: 4991.654297
	Iteration 52Q: 3 clusters Score -4512626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4512637.000000 Penalty: 4991.654297
	Iteration 53Q: 3 clusters Score -4512637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4512643.000000 Penalty: 4991.654297
	Iteration 54Q: 3 clusters Score -4512643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4512645.000000 Penalty: 4991.654297
	Iteration 55Q: 3 clusters Score -4512645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4512651.500000 Penalty: 4991.654297
	Iteration 56Q: 3 clusters Score -4512652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4512659.000000 Penalty: 4991.654297
	Iteration 57Q: 3 clusters Score -4512659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4512665.500000 Penalty: 4991.654297
	Iteration 58Q: 3 clusters Score -4512666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4512675.000000 Penalty: 4991.654297
	Iteration 59Q: 3 clusters Score -4512675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4512683.500000 Penalty: 4991.654297
	Iteration 60F: 3 clusters Score -4512684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -4512690.000000 Penalty: 4991.654297
	Iteration 61Q: 3 clusters Score -4512690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4512696.500000 Penalty: 4991.654297
	Iteration 62Q: 3 clusters Score -4512696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4512697.500000 Penalty: 4991.654297
	Iteration 63Q: 3 clusters Score -4512698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -4512705.000000 Penalty: 4991.654297
	Iteration 64Q: 3 clusters Score -4512705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4512698.000000 Penalty: 4991.654297
	Iteration 65Q: 3 clusters Score -4512698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4512702.000000 Penalty: 4991.654297
	Iteration 66Q: 3 clusters Score -4512702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4512711.500000 Penalty: 4991.654297
	Iteration 67Q: 3 clusters Score -4512712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -4512709.000000 Penalty: 4991.654297
	Iteration 68Q: 3 clusters Score -4512709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -4512709.000000 Penalty: 4991.654297
	Iteration 69Q: 3 clusters Score -4512709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4512712.000000 Penalty: 4991.654297
	Iteration 70Q: 3 clusters Score -4512712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4512703.000000 Penalty: 4991.654297
	Iteration 71Q: 3 clusters Score -4512703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4512708.000000 Penalty: 4991.654297
	Iteration 72Q: 3 clusters Score -4512708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4512707.500000 Penalty: 4991.654297
	Iteration 73Q: 3 clusters Score -4512708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4512718.000000 Penalty: 4991.654297
	Iteration 74Q: 3 clusters Score -4512718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4512719.500000 Penalty: 4991.654297
	Iteration 75Q: 3 clusters Score -4512720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4512721.000000 Penalty: 4991.654297
	Iteration 76Q: 3 clusters Score -4512721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4512730.000000 Penalty: 4991.654297
	Iteration 77Q: 3 clusters Score -4512730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4512726.500000 Penalty: 4991.654297
	Iteration 78Q: 3 clusters Score -4512726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -4512725.000000 Penalty: 4991.654297
	Iteration 79Q: 3 clusters Score -4512725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -4512729.500000 Penalty: 4991.654297
	Iteration 80F: 3 clusters Score -4512730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4512734.500000 Penalty: 4991.654297
	Iteration 81Q: 3 clusters Score -4512734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4512727.500000 Penalty: 4991.654297
	Iteration 82Q: 3 clusters Score -4512728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4512732.500000 Penalty: 4991.654297
	Iteration 83Q: 3 clusters Score -4512732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4512736.000000 Penalty: 4991.654297
	Iteration 84Q: 3 clusters Score -4512736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4512736.000000 Penalty: 4991.654297
	Iteration 85Q: 3 clusters Score -4512736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4512736.000000 Penalty: 4991.654297
	Iteration 86F: 3 clusters Score -4512736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Entering Unmasked Estep 
Score: -3309879.000000 Penalty: 2432.498535
	Iteration 0F: 2 clusters Score -3309879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3296956.000000 Penalty: 4864.997070
	Iteration 0F: 3 clusters Score -3296956 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3301124.250000 Penalty: 4864.997070
	Iteration 1F: 3 clusters Score -3301124 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3301422.250000 Penalty: 4864.997070
	Iteration 2Q: 3 clusters Score -3301422 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3301615.750000 Penalty: 4864.997070
	Iteration 3Q: 3 clusters Score -3301616 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3301763.250000 Penalty: 4864.997070
	Iteration 4Q: 3 clusters Score -3301763 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3301876.250000 Penalty: 4864.997070
	Iteration 5Q: 3 clusters Score -3301876 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3301986.250000 Penalty: 4864.997070
	Iteration 6Q: 3 clusters Score -3301986 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3302083.000000 Penalty: 4864.997070
	Iteration 7Q: 3 clusters Score -3302083 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3302151.500000 Penalty: 4864.997070
	Iteration 8Q: 3 clusters Score -3302152 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3302216.750000 Penalty: 4864.997070
	Iteration 9Q: 3 clusters Score -3302217 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3302276.250000 Penalty: 4864.997070
	Iteration 10Q: 3 clusters Score -3302276 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3302342.750000 Penalty: 4864.997070
	Iteration 11Q: 3 clusters Score -3302343 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3302395.250000 Penalty: 4864.997070
	Iteration 12Q: 3 clusters Score -3302395 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3302440.000000 Penalty: 4864.997070
	Iteration 13Q: 3 clusters Score -3302440 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -3302490.000000 Penalty: 4864.997070
	Iteration 14Q: 3 clusters Score -3302490 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3302533.750000 Penalty: 4864.997070
	Iteration 15Q: 3 clusters Score -3302534 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3302597.250000 Penalty: 4864.997070
	Iteration 16Q: 3 clusters Score -3302597 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3302644.250000 Penalty: 4864.997070
	Iteration 17Q: 3 clusters Score -3302644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3302705.000000 Penalty: 4864.997070
	Iteration 18Q: 3 clusters Score -3302705 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3302756.000000 Penalty: 4864.997070
	Iteration 19Q: 3 clusters Score -3302756 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3302836.250000 Penalty: 4864.997070
	Iteration 20F: 3 clusters Score -3302836 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3302886.750000 Penalty: 4864.997070
	Iteration 21Q: 3 clusters Score -3302887 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3302956.750000 Penalty: 4864.997070
	Iteration 22Q: 3 clusters Score -3302957 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3303025.000000 Penalty: 4864.997070
	Iteration 23Q: 3 clusters Score -3303025 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3303159.000000 Penalty: 4864.997070
	Iteration 24Q: 3 clusters Score -3303159 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3303291.000000 Penalty: 4864.997070
	Iteration 25Q: 3 clusters Score -3303291 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3303472.750000 Penalty: 4864.997070
	Iteration 26Q: 3 clusters Score -3303473 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3303682.500000 Penalty: 4864.997070
	Iteration 27Q: 3 clusters Score -3303682 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3303916.250000 Penalty: 4864.997070
	Iteration 28Q: 3 clusters Score -3303916 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3304195.750000 Penalty: 4864.997070
	Iteration 29Q: 3 clusters Score -3304196 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3304516.750000 Penalty: 4864.997070
	Iteration 30Q: 3 clusters Score -3304517 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -3304888.250000 Penalty: 4864.997070
	Iteration 31Q: 3 clusters Score -3304888 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -3305250.250000 Penalty: 4864.997070
	Iteration 32Q: 3 clusters Score -3305250 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3305608.000000 Penalty: 4864.997070
	Iteration 33Q: 3 clusters Score -3305608 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3305907.000000 Penalty: 4864.997070
	Iteration 34Q: 3 clusters Score -3305907 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3306176.750000 Penalty: 4864.997070
	Iteration 35Q: 3 clusters Score -3306177 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3306412.750000 Penalty: 4864.997070
	Iteration 36Q: 3 clusters Score -3306413 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3306651.500000 Penalty: 4864.997070
	Iteration 37Q: 3 clusters Score -3306652 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3306877.500000 Penalty: 4864.997070
	Iteration 38Q: 3 clusters Score -3306878 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3307059.500000 Penalty: 4864.997070
	Iteration 39Q: 3 clusters Score -3307060 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3307210.000000 Penalty: 4864.997070
	Iteration 40F: 3 clusters Score -3307210 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3307316.000000 Penalty: 4864.997070
	Iteration 41Q: 3 clusters Score -3307316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3307415.500000 Penalty: 4864.997070
	Iteration 42Q: 3 clusters Score -3307416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3307490.750000 Penalty: 4864.997070
	Iteration 43Q: 3 clusters Score -3307491 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3307558.750000 Penalty: 4864.997070
	Iteration 44Q: 3 clusters Score -3307559 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3307624.500000 Penalty: 4864.997070
	Iteration 45Q: 3 clusters Score -3307624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3307670.000000 Penalty: 4864.997070
	Iteration 46Q: 3 clusters Score -3307670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3307683.250000 Penalty: 4864.997070
	Iteration 47Q: 3 clusters Score -3307683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3307693.750000 Penalty: 4864.997070
	Iteration 48Q: 3 clusters Score -3307694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3307727.500000 Penalty: 4864.997070
	Iteration 49Q: 3 clusters Score -3307728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3307743.750000 Penalty: 4864.997070
	Iteration 50Q: 3 clusters Score -3307744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3307764.750000 Penalty: 4864.997070
	Iteration 51Q: 3 clusters Score -3307765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3307783.500000 Penalty: 4864.997070
	Iteration 52Q: 3 clusters Score -3307784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3307795.750000 Penalty: 4864.997070
	Iteration 53Q: 3 clusters Score -3307796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3307810.500000 Penalty: 4864.997070
	Iteration 54Q: 3 clusters Score -3307810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3307816.750000 Penalty: 4864.997070
	Iteration 55Q: 3 clusters Score -3307817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3307818.500000 Penalty: 4864.997070
	Iteration 56Q: 3 clusters Score -3307818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3307819.500000 Penalty: 4864.997070
	Iteration 57Q: 3 clusters Score -3307820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3307828.000000 Penalty: 4864.997070
	Iteration 58Q: 3 clusters Score -3307828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3307827.500000 Penalty: 4864.997070
	Iteration 59Q: 3 clusters Score -3307828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3307830.250000 Penalty: 4864.997070
	Iteration 60F: 3 clusters Score -3307830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3307834.000000 Penalty: 4864.997070
	Iteration 61Q: 3 clusters Score -3307834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3307832.500000 Penalty: 4864.997070
	Iteration 62Q: 3 clusters Score -3307832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3307834.000000 Penalty: 4864.997070
	Iteration 63Q: 3 clusters Score -3307834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3307842.000000 Penalty: 4864.997070
	Iteration 64Q: 3 clusters Score -3307842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3307842.750000 Penalty: 4864.997070
	Iteration 65Q: 3 clusters Score -3307843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3307843.500000 Penalty: 4864.997070
	Iteration 66Q: 3 clusters Score -3307844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3307845.000000 Penalty: 4864.997070
	Iteration 67Q: 3 clusters Score -3307845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3307845.750000 Penalty: 4864.997070
	Iteration 68Q: 3 clusters Score -3307846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3307851.000000 Penalty: 4864.997070
	Iteration 69Q: 3 clusters Score -3307851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3307851.000000 Penalty: 4864.997070
	Iteration 70F: 3 clusters Score -3307851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -1260337.125000 Penalty: 2188.155029
	Iteration 0F: 2 clusters Score -1260337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1254699.125000 Penalty: 4376.310059
	Iteration 0F: 3 clusters Score -1254699 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1256101.125000 Penalty: 4376.310059
	Iteration 1F: 3 clusters Score -1256101 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1256309.375000 Penalty: 4376.310059
	Iteration 2F: 3 clusters Score -1256309 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1256446.250000 Penalty: 4376.310059
	Iteration 3Q: 3 clusters Score -1256446 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1256548.875000 Penalty: 4376.310059
	Iteration 4Q: 3 clusters Score -1256549 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1256625.750000 Penalty: 4376.310059
	Iteration 5Q: 3 clusters Score -1256626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1256680.875000 Penalty: 4376.310059
	Iteration 6Q: 3 clusters Score -1256681 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1256737.625000 Penalty: 4376.310059
	Iteration 7Q: 3 clusters Score -1256738 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1256796.875000 Penalty: 4376.310059
	Iteration 8Q: 3 clusters Score -1256797 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1256847.250000 Penalty: 4376.310059
	Iteration 9Q: 3 clusters Score -1256847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1256890.375000 Penalty: 4376.310059
	Iteration 10Q: 3 clusters Score -1256890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1256935.875000 Penalty: 4376.310059
	Iteration 11Q: 3 clusters Score -1256936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1256994.625000 Penalty: 4376.310059
	Iteration 12Q: 3 clusters Score -1256995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1257064.500000 Penalty: 4376.310059
	Iteration 13Q: 3 clusters Score -1257064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1257157.000000 Penalty: 4376.310059
	Iteration 14Q: 3 clusters Score -1257157 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1257249.375000 Penalty: 4376.310059
	Iteration 15Q: 3 clusters Score -1257249 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1257343.625000 Penalty: 4376.310059
	Iteration 16Q: 3 clusters Score -1257344 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1257430.875000 Penalty: 4376.310059
	Iteration 17Q: 3 clusters Score -1257431 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1257531.625000 Penalty: 4376.310059
	Iteration 18Q: 3 clusters Score -1257532 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1257652.625000 Penalty: 4376.310059
	Iteration 19Q: 3 clusters Score -1257653 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1257758.250000 Penalty: 4376.310059
	Iteration 20F: 3 clusters Score -1257758 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1257860.000000 Penalty: 4376.310059
	Iteration 21Q: 3 clusters Score -1257860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1257949.750000 Penalty: 4376.310059
	Iteration 22Q: 3 clusters Score -1257950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1258035.125000 Penalty: 4376.310059
	Iteration 23Q: 3 clusters Score -1258035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1258116.000000 Penalty: 4376.310059
	Iteration 24Q: 3 clusters Score -1258116 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1258183.000000 Penalty: 4376.310059
	Iteration 25Q: 3 clusters Score -1258183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1258231.250000 Penalty: 4376.310059
	Iteration 26Q: 3 clusters Score -1258231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1258251.375000 Penalty: 4376.310059
	Iteration 27Q: 3 clusters Score -1258251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1258277.250000 Penalty: 4376.310059
	Iteration 28Q: 3 clusters Score -1258277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1258295.625000 Penalty: 4376.310059
	Iteration 29Q: 3 clusters Score -1258296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1258320.250000 Penalty: 4376.310059
	Iteration 30Q: 3 clusters Score -1258320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1258341.125000 Penalty: 4376.310059
	Iteration 31Q: 3 clusters Score -1258341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1258357.125000 Penalty: 4376.310059
	Iteration 32Q: 3 clusters Score -1258357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1258363.250000 Penalty: 4376.310059
	Iteration 33Q: 3 clusters Score -1258363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1258367.500000 Penalty: 4376.310059
	Iteration 34Q: 3 clusters Score -1258368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1258377.250000 Penalty: 4376.310059
	Iteration 35Q: 3 clusters Score -1258377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1258382.625000 Penalty: 4376.310059
	Iteration 36Q: 3 clusters Score -1258383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1258387.250000 Penalty: 4376.310059
	Iteration 37Q: 3 clusters Score -1258387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1258387.625000 Penalty: 4376.310059
	Iteration 38Q: 3 clusters Score -1258388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1258392.000000 Penalty: 4376.310059
	Iteration 39Q: 3 clusters Score -1258392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1258398.750000 Penalty: 4376.310059
	Iteration 40F: 3 clusters Score -1258399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1258399.375000 Penalty: 4376.310059
	Iteration 41Q: 3 clusters Score -1258399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1258404.000000 Penalty: 4376.310059
	Iteration 42Q: 3 clusters Score -1258404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1258407.750000 Penalty: 4376.310059
	Iteration 43Q: 3 clusters Score -1258408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1258408.250000 Penalty: 4376.310059
	Iteration 44Q: 3 clusters Score -1258408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1258414.250000 Penalty: 4376.310059
	Iteration 45Q: 3 clusters Score -1258414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1258416.875000 Penalty: 4376.310059
	Iteration 46Q: 3 clusters Score -1258417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1258423.375000 Penalty: 4376.310059
	Iteration 47Q: 3 clusters Score -1258423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1258432.750000 Penalty: 4376.310059
	Iteration 48Q: 3 clusters Score -1258433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1258437.750000 Penalty: 4376.310059
	Iteration 49Q: 3 clusters Score -1258438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1258439.000000 Penalty: 4376.310059
	Iteration 50Q: 3 clusters Score -1258439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1258442.375000 Penalty: 4376.310059
	Iteration 51Q: 3 clusters Score -1258442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1258443.625000 Penalty: 4376.310059
	Iteration 52Q: 3 clusters Score -1258444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1258443.625000 Penalty: 4376.310059
	Iteration 53F: 3 clusters Score -1258444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Entering Unmasked Estep 
Score: -2520515.000000 Penalty: 2336.610352
	Iteration 0F: 2 clusters Score -2520515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2511566.000000 Penalty: 4673.220703
	Iteration 0F: 3 clusters Score -2511566 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2514298.500000 Penalty: 4673.220703
	Iteration 1F: 3 clusters Score -2514298 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2514672.000000 Penalty: 4673.220703
	Iteration 2F: 3 clusters Score -2514672 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2514992.500000 Penalty: 4673.220703
	Iteration 3F: 3 clusters Score -2514992 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2515336.500000 Penalty: 4673.220703
	Iteration 4Q: 3 clusters Score -2515336 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2515727.500000 Penalty: 4673.220703
	Iteration 5Q: 3 clusters Score -2515728 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2516119.250000 Penalty: 4673.220703
	Iteration 6F: 3 clusters Score -2516119 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -2516555.750000 Penalty: 4673.220703
	Iteration 7F: 3 clusters Score -2516556 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2517064.000000 Penalty: 4673.220703
	Iteration 8F: 3 clusters Score -2517064 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2517656.000000 Penalty: 4673.220703
	Iteration 9F: 3 clusters Score -2517656 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2518201.500000 Penalty: 4673.220703
	Iteration 10Q: 3 clusters Score -2518202 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2518557.000000 Penalty: 4673.220703
	Iteration 11Q: 3 clusters Score -2518557 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2518741.750000 Penalty: 4673.220703
	Iteration 12Q: 3 clusters Score -2518742 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2518812.750000 Penalty: 4673.220703
	Iteration 13Q: 3 clusters Score -2518813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2518856.250000 Penalty: 4673.220703
	Iteration 14Q: 3 clusters Score -2518856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2518885.250000 Penalty: 4673.220703
	Iteration 15Q: 3 clusters Score -2518885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2518902.250000 Penalty: 4673.220703
	Iteration 16Q: 3 clusters Score -2518902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2518922.000000 Penalty: 4673.220703
	Iteration 17Q: 3 clusters Score -2518922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2518924.250000 Penalty: 4673.220703
	Iteration 18Q: 3 clusters Score -2518924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2518927.750000 Penalty: 4673.220703
	Iteration 19Q: 3 clusters Score -2518928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2518927.750000 Penalty: 4673.220703
	Iteration 20F: 3 clusters Score -2518928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2518929.500000 Penalty: 4673.220703
	Iteration 21Q: 3 clusters Score -2518930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2518931.750000 Penalty: 4673.220703
	Iteration 22Q: 3 clusters Score -2518932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2518933.250000 Penalty: 4673.220703
	Iteration 23Q: 3 clusters Score -2518933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2518938.750000 Penalty: 4673.220703
	Iteration 24Q: 3 clusters Score -2518939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2518936.500000 Penalty: 4673.220703
	Iteration 25Q: 3 clusters Score -2518936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2518940.250000 Penalty: 4673.220703
	Iteration 26Q: 3 clusters Score -2518940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2518938.000000 Penalty: 4673.220703
	Iteration 27Q: 3 clusters Score -2518938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2518938.000000 Penalty: 4673.220703
	Iteration 28Q: 3 clusters Score -2518938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2518936.500000 Penalty: 4673.220703
	Iteration 29Q: 3 clusters Score -2518936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2518936.000000 Penalty: 4673.220703
	Iteration 30Q: 3 clusters Score -2518936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2518937.000000 Penalty: 4673.220703
	Iteration 31Q: 3 clusters Score -2518937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2518935.500000 Penalty: 4673.220703
	Iteration 32Q: 3 clusters Score -2518936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2518935.500000 Penalty: 4673.220703
	Iteration 33F: 3 clusters Score -2518936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Entering Unmasked Estep 
Score: -5388380.000000 Penalty: 2538.373779
	Iteration 0F: 2 clusters Score -5388380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5369582.500000 Penalty: 5076.747559
	Iteration 0F: 3 clusters Score -5369582 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5376147.500000 Penalty: 5076.747559
	Iteration 1F: 3 clusters Score -5376148 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5376577.500000 Penalty: 5076.747559
	Iteration 2Q: 3 clusters Score -5376578 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -5376956.000000 Penalty: 5076.747559
	Iteration 3Q: 3 clusters Score -5376956 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -5377317.000000 Penalty: 5076.747559
	Iteration 4Q: 3 clusters Score -5377317 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -5377728.000000 Penalty: 5076.747559
	Iteration 5Q: 3 clusters Score -5377728 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5378233.000000 Penalty: 5076.747559
	Iteration 6Q: 3 clusters Score -5378233 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -5378997.000000 Penalty: 5076.747559
	Iteration 7F: 3 clusters Score -5378997 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -5380197.500000 Penalty: 5076.747559
	Iteration 8F: 3 clusters Score -5380198 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -5381788.000000 Penalty: 5076.747559
	Iteration 9F: 3 clusters Score -5381788 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5383498.000000 Penalty: 5076.747559
	Iteration 10F: 3 clusters Score -5383498 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5384755.000000 Penalty: 5076.747559
	Iteration 11Q: 3 clusters Score -5384755 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5385481.000000 Penalty: 5076.747559
	Iteration 12Q: 3 clusters Score -5385481 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5385791.000000 Penalty: 5076.747559
	Iteration 13Q: 3 clusters Score -5385791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5385926.000000 Penalty: 5076.747559
	Iteration 14Q: 3 clusters Score -5385926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5385999.000000 Penalty: 5076.747559
	Iteration 15Q: 3 clusters Score -5385999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5386056.500000 Penalty: 5076.747559
	Iteration 16Q: 3 clusters Score -5386056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5386095.000000 Penalty: 5076.747559
	Iteration 17Q: 3 clusters Score -5386095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5386100.500000 Penalty: 5076.747559
	Iteration 18Q: 3 clusters Score -5386100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5386124.000000 Penalty: 5076.747559
	Iteration 19Q: 3 clusters Score -5386124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5386127.500000 Penalty: 5076.747559
	Iteration 20F: 3 clusters Score -5386128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5386135.500000 Penalty: 5076.747559
	Iteration 21Q: 3 clusters Score -5386136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5386140.500000 Penalty: 5076.747559
	Iteration 22Q: 3 clusters Score -5386140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5386140.500000 Penalty: 5076.747559
	Iteration 23F: 3 clusters Score -5386140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -32448.701172 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32499.224609 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32499.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32523.376953 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32523.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32523.376953 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32523.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Entering Unmasked Estep 
Score: -4853196.500000 Penalty: 2522.330322
	Iteration 0F: 2 clusters Score -4853196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4835314.500000 Penalty: 5044.660645
	Iteration 0F: 3 clusters Score -4835314 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4841419.500000 Penalty: 5044.660645
	Iteration 1F: 3 clusters Score -4841420 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4841779.000000 Penalty: 5044.660645
	Iteration 2Q: 3 clusters Score -4841779 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4842075.000000 Penalty: 5044.660645
	Iteration 3Q: 3 clusters Score -4842075 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4842334.000000 Penalty: 5044.660645
	Iteration 4Q: 3 clusters Score -4842334 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4842574.500000 Penalty: 5044.660645
	Iteration 5Q: 3 clusters Score -4842574 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4842857.000000 Penalty: 5044.660645
	Iteration 6Q: 3 clusters Score -4842857 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4843250.000000 Penalty: 5044.660645
	Iteration 7Q: 3 clusters Score -4843250 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4843693.000000 Penalty: 5044.660645
	Iteration 8Q: 3 clusters Score -4843693 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4844352.500000 Penalty: 5044.660645
	Iteration 9Q: 3 clusters Score -4844352 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4845310.500000 Penalty: 5044.660645
	Iteration 10F: 3 clusters Score -4845310 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4846487.000000 Penalty: 5044.660645
	Iteration 11F: 3 clusters Score -4846487 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4847545.000000 Penalty: 5044.660645
	Iteration 12F: 3 clusters Score -4847545 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4848234.000000 Penalty: 5044.660645
	Iteration 13Q: 3 clusters Score -4848234 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4848630.000000 Penalty: 5044.660645
	Iteration 14Q: 3 clusters Score -4848630 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4848873.000000 Penalty: 5044.660645
	Iteration 15Q: 3 clusters Score -4848873 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4849077.500000 Penalty: 5044.660645
	Iteration 16Q: 3 clusters Score -4849078 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -4849277.500000 Penalty: 5044.660645
	Iteration 17Q: 3 clusters Score -4849278 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4849421.500000 Penalty: 5044.660645
	Iteration 18Q: 3 clusters Score -4849422 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4849569.000000 Penalty: 5044.660645
	Iteration 19Q: 3 clusters Score -4849569 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4849703.000000 Penalty: 5044.660645
	Iteration 20F: 3 clusters Score -4849703 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4849863.000000 Penalty: 5044.660645
	Iteration 21Q: 3 clusters Score -4849863 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -4850014.500000 Penalty: 5044.660645
	Iteration 22Q: 3 clusters Score -4850014 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4850183.000000 Penalty: 5044.660645
	Iteration 23Q: 3 clusters Score -4850183 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4850312.000000 Penalty: 5044.660645
	Iteration 24Q: 3 clusters Score -4850312 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -4850410.000000 Penalty: 5044.660645
	Iteration 25Q: 3 clusters Score -4850410 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4850485.500000 Penalty: 5044.660645
	Iteration 26Q: 3 clusters Score -4850486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4850558.500000 Penalty: 5044.660645
	Iteration 27Q: 3 clusters Score -4850558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4850612.500000 Penalty: 5044.660645
	Iteration 28Q: 3 clusters Score -4850612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4850681.500000 Penalty: 5044.660645
	Iteration 29Q: 3 clusters Score -4850682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4850738.500000 Penalty: 5044.660645
	Iteration 30Q: 3 clusters Score -4850738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -4850791.000000 Penalty: 5044.660645
	Iteration 31Q: 3 clusters Score -4850791 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -4850832.000000 Penalty: 5044.660645
	Iteration 32Q: 3 clusters Score -4850832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4850894.000000 Penalty: 5044.660645
	Iteration 33Q: 3 clusters Score -4850894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4850940.500000 Penalty: 5044.660645
	Iteration 34Q: 3 clusters Score -4850940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -4850998.000000 Penalty: 5044.660645
	Iteration 35Q: 3 clusters Score -4850998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4851046.000000 Penalty: 5044.660645
	Iteration 36Q: 3 clusters Score -4851046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4851072.000000 Penalty: 5044.660645
	Iteration 37Q: 3 clusters Score -4851072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -4851109.500000 Penalty: 5044.660645
	Iteration 38Q: 3 clusters Score -4851110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4851126.000000 Penalty: 5044.660645
	Iteration 39Q: 3 clusters Score -4851126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4851153.000000 Penalty: 5044.660645
	Iteration 40F: 3 clusters Score -4851153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4851175.000000 Penalty: 5044.660645
	Iteration 41Q: 3 clusters Score -4851175 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4851181.500000 Penalty: 5044.660645
	Iteration 42Q: 3 clusters Score -4851182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4851189.500000 Penalty: 5044.660645
	Iteration 43Q: 3 clusters Score -4851190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4851193.500000 Penalty: 5044.660645
	Iteration 44Q: 3 clusters Score -4851194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -4851203.500000 Penalty: 5044.660645
	Iteration 45Q: 3 clusters Score -4851204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4851219.500000 Penalty: 5044.660645
	Iteration 46Q: 3 clusters Score -4851220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4851221.000000 Penalty: 5044.660645
	Iteration 47Q: 3 clusters Score -4851221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4851236.000000 Penalty: 5044.660645
	Iteration 48Q: 3 clusters Score -4851236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4851271.000000 Penalty: 5044.660645
	Iteration 49Q: 3 clusters Score -4851271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4851276.000000 Penalty: 5044.660645
	Iteration 50Q: 3 clusters Score -4851276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4851288.500000 Penalty: 5044.660645
	Iteration 51Q: 3 clusters Score -4851288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4851296.500000 Penalty: 5044.660645
	Iteration 52Q: 3 clusters Score -4851296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4851311.500000 Penalty: 5044.660645
	Iteration 53Q: 3 clusters Score -4851312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -4851318.000000 Penalty: 5044.660645
	Iteration 54Q: 3 clusters Score -4851318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4851325.500000 Penalty: 5044.660645
	Iteration 55Q: 3 clusters Score -4851326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4851324.000000 Penalty: 5044.660645
	Iteration 56Q: 3 clusters Score -4851324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4851324.000000 Penalty: 5044.660645
	Iteration 57Q: 3 clusters Score -4851324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4851324.000000 Penalty: 5044.660645
	Iteration 58Q: 3 clusters Score -4851324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4851320.500000 Penalty: 5044.660645
	Iteration 59Q: 3 clusters Score -4851320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4851323.500000 Penalty: 5044.660645
	Iteration 60F: 3 clusters Score -4851324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -4851325.000000 Penalty: 5044.660645
	Iteration 61Q: 3 clusters Score -4851325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4851329.500000 Penalty: 5044.660645
	Iteration 62Q: 3 clusters Score -4851330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4851325.000000 Penalty: 5044.660645
	Iteration 63Q: 3 clusters Score -4851325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4851326.500000 Penalty: 5044.660645
	Iteration 64Q: 3 clusters Score -4851326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4851325.500000 Penalty: 5044.660645
	Iteration 65Q: 3 clusters Score -4851326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4851325.500000 Penalty: 5044.660645
	Iteration 66F: 3 clusters Score -4851326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Entering Unmasked Estep 
Score: -5380459.500000 Penalty: 2545.166748
	Iteration 0F: 2 clusters Score -5380460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -5361091.000000 Penalty: 5090.333496
	Iteration 0F: 3 clusters Score -5361091 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -5367973.000000 Penalty: 5090.333496
	Iteration 1F: 3 clusters Score -5367973 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -5368387.000000 Penalty: 5090.333496
	Iteration 2Q: 3 clusters Score -5368387 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5368727.000000 Penalty: 5090.333496
	Iteration 3Q: 3 clusters Score -5368727 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5369019.500000 Penalty: 5090.333496
	Iteration 4Q: 3 clusters Score -5369020 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5369284.500000 Penalty: 5090.333496
	Iteration 5Q: 3 clusters Score -5369284 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5369565.000000 Penalty: 5090.333496
	Iteration 6Q: 3 clusters Score -5369565 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5369891.000000 Penalty: 5090.333496
	Iteration 7Q: 3 clusters Score -5369891 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5370259.000000 Penalty: 5090.333496
	Iteration 8Q: 3 clusters Score -5370259 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5370753.500000 Penalty: 5090.333496
	Iteration 9Q: 3 clusters Score -5370754 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5371370.500000 Penalty: 5090.333496
	Iteration 10Q: 3 clusters Score -5371370 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -5372263.500000 Penalty: 5090.333496
	Iteration 11Q: 3 clusters Score -5372264 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5373338.000000 Penalty: 5090.333496
	Iteration 12F: 3 clusters Score -5373338 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5374351.000000 Penalty: 5090.333496
	Iteration 13F: 3 clusters Score -5374351 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -5375033.500000 Penalty: 5090.333496
	Iteration 14Q: 3 clusters Score -5375034 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -5375449.500000 Penalty: 5090.333496
	Iteration 15Q: 3 clusters Score -5375450 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -5375701.500000 Penalty: 5090.333496
	Iteration 16Q: 3 clusters Score -5375702 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5375865.000000 Penalty: 5090.333496
	Iteration 17Q: 3 clusters Score -5375865 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5376042.000000 Penalty: 5090.333496
	Iteration 18Q: 3 clusters Score -5376042 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -5376225.000000 Penalty: 5090.333496
	Iteration 19Q: 3 clusters Score -5376225 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -5376372.500000 Penalty: 5090.333496
	Iteration 20F: 3 clusters Score -5376372 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -5376515.000000 Penalty: 5090.333496
	Iteration 21Q: 3 clusters Score -5376515 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5376661.000000 Penalty: 5090.333496
	Iteration 22Q: 3 clusters Score -5376661 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5376759.500000 Penalty: 5090.333496
	Iteration 23Q: 3 clusters Score -5376760 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5376878.000000 Penalty: 5090.333496
	Iteration 24Q: 3 clusters Score -5376878 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5377003.000000 Penalty: 5090.333496
	Iteration 25Q: 3 clusters Score -5377003 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5377118.000000 Penalty: 5090.333496
	Iteration 26Q: 3 clusters Score -5377118 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5377215.500000 Penalty: 5090.333496
	Iteration 27Q: 3 clusters Score -5377216 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5377310.000000 Penalty: 5090.333496
	Iteration 28Q: 3 clusters Score -5377310 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5377407.500000 Penalty: 5090.333496
	Iteration 29Q: 3 clusters Score -5377408 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -5377496.000000 Penalty: 5090.333496
	Iteration 30Q: 3 clusters Score -5377496 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5377576.500000 Penalty: 5090.333496
	Iteration 31Q: 3 clusters Score -5377576 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -5377606.000000 Penalty: 5090.333496
	Iteration 32Q: 3 clusters Score -5377606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5377671.500000 Penalty: 5090.333496
	Iteration 33Q: 3 clusters Score -5377672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -5377720.500000 Penalty: 5090.333496
	Iteration 34Q: 3 clusters Score -5377720 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5377782.500000 Penalty: 5090.333496
	Iteration 35Q: 3 clusters Score -5377782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -5377850.000000 Penalty: 5090.333496
	Iteration 36Q: 3 clusters Score -5377850 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5377893.500000 Penalty: 5090.333496
	Iteration 37Q: 3 clusters Score -5377894 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5377912.500000 Penalty: 5090.333496
	Iteration 38Q: 3 clusters Score -5377912 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5377954.500000 Penalty: 5090.333496
	Iteration 39Q: 3 clusters Score -5377954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5378014.500000 Penalty: 5090.333496
	Iteration 40F: 3 clusters Score -5378014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -5378049.500000 Penalty: 5090.333496
	Iteration 41Q: 3 clusters Score -5378050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5378073.500000 Penalty: 5090.333496
	Iteration 42Q: 3 clusters Score -5378074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5378097.000000 Penalty: 5090.333496
	Iteration 43Q: 3 clusters Score -5378097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5378130.500000 Penalty: 5090.333496
	Iteration 44Q: 3 clusters Score -5378130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -5378161.500000 Penalty: 5090.333496
	Iteration 45Q: 3 clusters Score -5378162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5378187.500000 Penalty: 5090.333496
	Iteration 46Q: 3 clusters Score -5378188 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5378203.500000 Penalty: 5090.333496
	Iteration 47Q: 3 clusters Score -5378204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5378211.500000 Penalty: 5090.333496
	Iteration 48Q: 3 clusters Score -5378212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5378223.500000 Penalty: 5090.333496
	Iteration 49Q: 3 clusters Score -5378224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5378222.500000 Penalty: 5090.333496
	Iteration 50Q: 3 clusters Score -5378222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5378229.500000 Penalty: 5090.333496
	Iteration 51Q: 3 clusters Score -5378230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5378240.500000 Penalty: 5090.333496
	Iteration 52Q: 3 clusters Score -5378240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -5378244.000000 Penalty: 5090.333496
	Iteration 53Q: 3 clusters Score -5378244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -5378246.500000 Penalty: 5090.333496
	Iteration 54Q: 3 clusters Score -5378246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -5378268.500000 Penalty: 5090.333496
	Iteration 55Q: 3 clusters Score -5378268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5378269.500000 Penalty: 5090.333496
	Iteration 56Q: 3 clusters Score -5378270 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5378295.000000 Penalty: 5090.333496
	Iteration 57Q: 3 clusters Score -5378295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5378292.500000 Penalty: 5090.333496
	Iteration 58Q: 3 clusters Score -5378292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5378299.500000 Penalty: 5090.333496
	Iteration 59Q: 3 clusters Score -5378300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5378317.000000 Penalty: 5090.333496
	Iteration 60F: 3 clusters Score -5378317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -5378302.500000 Penalty: 5090.333496
	Iteration 61Q: 3 clusters Score -5378302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5378311.500000 Penalty: 5090.333496
	Iteration 62Q: 3 clusters Score -5378312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5378327.000000 Penalty: 5090.333496
	Iteration 63Q: 3 clusters Score -5378327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5378331.500000 Penalty: 5090.333496
	Iteration 64Q: 3 clusters Score -5378332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5378331.000000 Penalty: 5090.333496
	Iteration 65Q: 3 clusters Score -5378331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -5378333.000000 Penalty: 5090.333496
	Iteration 66Q: 3 clusters Score -5378333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5378331.500000 Penalty: 5090.333496
	Iteration 67Q: 3 clusters Score -5378332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5378339.000000 Penalty: 5090.333496
	Iteration 68Q: 3 clusters Score -5378339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5378339.500000 Penalty: 5090.333496
	Iteration 69Q: 3 clusters Score -5378340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -5378339.000000 Penalty: 5090.333496
	Iteration 70Q: 3 clusters Score -5378339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -5378350.500000 Penalty: 5090.333496
	Iteration 71Q: 3 clusters Score -5378350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5378353.500000 Penalty: 5090.333496
	Iteration 72Q: 3 clusters Score -5378354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5378375.000000 Penalty: 5090.333496
	Iteration 73Q: 3 clusters Score -5378375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -5378375.000000 Penalty: 5090.333496
	Iteration 74Q: 3 clusters Score -5378375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5378379.500000 Penalty: 5090.333496
	Iteration 75Q: 3 clusters Score -5378380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -5378373.500000 Penalty: 5090.333496
	Iteration 76Q: 3 clusters Score -5378374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5378367.500000 Penalty: 5090.333496
	Iteration 77Q: 3 clusters Score -5378368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5378379.000000 Penalty: 5090.333496
	Iteration 78Q: 3 clusters Score -5378379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5378382.500000 Penalty: 5090.333496
	Iteration 79Q: 3 clusters Score -5378382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -5378373.500000 Penalty: 5090.333496
	Iteration 80F: 3 clusters Score -5378374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5378381.000000 Penalty: 5090.333496
	Iteration 81Q: 3 clusters Score -5378381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5378385.500000 Penalty: 5090.333496
	Iteration 82Q: 3 clusters Score -5378386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5378389.000000 Penalty: 5090.333496
	Iteration 83Q: 3 clusters Score -5378389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5378389.500000 Penalty: 5090.333496
	Iteration 84Q: 3 clusters Score -5378390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5378392.000000 Penalty: 5090.333496
	Iteration 85Q: 3 clusters Score -5378392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5378394.000000 Penalty: 5090.333496
	Iteration 86Q: 3 clusters Score -5378394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5378397.000000 Penalty: 5090.333496
	Iteration 87Q: 3 clusters Score -5378397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5378396.000000 Penalty: 5090.333496
	Iteration 88Q: 3 clusters Score -5378396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5378399.500000 Penalty: 5090.333496
	Iteration 89Q: 3 clusters Score -5378400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5378400.000000 Penalty: 5090.333496
	Iteration 90Q: 3 clusters Score -5378400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5378398.000000 Penalty: 5090.333496
	Iteration 91Q: 3 clusters Score -5378398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5378396.500000 Penalty: 5090.333496
	Iteration 92Q: 3 clusters Score -5378396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5378402.500000 Penalty: 5090.333496
	Iteration 93Q: 3 clusters Score -5378402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5378400.000000 Penalty: 5090.333496
	Iteration 94Q: 3 clusters Score -5378400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5378398.500000 Penalty: 5090.333496
	Iteration 95Q: 3 clusters Score -5378398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5378400.500000 Penalty: 5090.333496
	Iteration 96Q: 3 clusters Score -5378400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -5378399.500000 Penalty: 5090.333496
	Iteration 97Q: 3 clusters Score -5378400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5378400.500000 Penalty: 5090.333496
	Iteration 98Q: 3 clusters Score -5378400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -5378402.000000 Penalty: 5090.333496
	Iteration 99Q: 3 clusters Score -5378402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5378404.000000 Penalty: 5090.333496
	Iteration 100F: 3 clusters Score -5378404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -5378407.500000 Penalty: 5090.333496
	Iteration 101Q: 3 clusters Score -5378408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5378412.000000 Penalty: 5090.333496
	Iteration 102Q: 3 clusters Score -5378412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5378412.000000 Penalty: 5090.333496
	Iteration 103F: 3 clusters Score -5378412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Entering Unmasked Estep 
Score: -6720373.000000 Penalty: 2601.642822
	Iteration 0F: 2 clusters Score -6720373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -6697011.500000 Penalty: 5203.285645
	Iteration 0F: 3 clusters Score -6697012 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6705958.500000 Penalty: 5203.285645
	Iteration 1F: 3 clusters Score -6705958 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6706507.000000 Penalty: 5203.285645
	Iteration 2Q: 3 clusters Score -6706507 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -6707200.000000 Penalty: 5203.285645
	Iteration 3Q: 3 clusters Score -6707200 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -6708033.000000 Penalty: 5203.285645
	Iteration 4F: 3 clusters Score -6708033 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -6709191.000000 Penalty: 5203.285645
	Iteration 5F: 3 clusters Score -6709191 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -6710825.000000 Penalty: 5203.285645
	Iteration 6F: 3 clusters Score -6710825 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6712784.500000 Penalty: 5203.285645
	Iteration 7F: 3 clusters Score -6712784 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -6714769.500000 Penalty: 5203.285645
	Iteration 8F: 3 clusters Score -6714770 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -6716303.500000 Penalty: 5203.285645
	Iteration 9F: 3 clusters Score -6716304 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -6717168.500000 Penalty: 5203.285645
	Iteration 10Q: 3 clusters Score -6717168 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -6717658.500000 Penalty: 5203.285645
	Iteration 11Q: 3 clusters Score -6717658 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -6717876.500000 Penalty: 5203.285645
	Iteration 12Q: 3 clusters Score -6717876 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -6717983.500000 Penalty: 5203.285645
	Iteration 13Q: 3 clusters Score -6717984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -6718047.000000 Penalty: 5203.285645
	Iteration 14Q: 3 clusters Score -6718047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -6718098.000000 Penalty: 5203.285645
	Iteration 15Q: 3 clusters Score -6718098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -6718137.000000 Penalty: 5203.285645
	Iteration 16Q: 3 clusters Score -6718137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -6718149.500000 Penalty: 5203.285645
	Iteration 17Q: 3 clusters Score -6718150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6718165.500000 Penalty: 5203.285645
	Iteration 18Q: 3 clusters Score -6718166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6718178.000000 Penalty: 5203.285645
	Iteration 19Q: 3 clusters Score -6718178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6718182.500000 Penalty: 5203.285645
	Iteration 20F: 3 clusters Score -6718182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6718185.000000 Penalty: 5203.285645
	Iteration 21Q: 3 clusters Score -6718185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -6718185.000000 Penalty: 5203.285645
	Iteration 22F: 3 clusters Score -6718185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Entering Unmasked Estep 
Score: -4987175.000000 Penalty: 2518.040771
	Iteration 0F: 2 clusters Score -4987175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4969727.000000 Penalty: 5036.081543
	Iteration 0F: 3 clusters Score -4969727 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4975891.500000 Penalty: 5036.081543
	Iteration 1F: 3 clusters Score -4975892 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4976227.000000 Penalty: 5036.081543
	Iteration 2Q: 3 clusters Score -4976227 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4976493.500000 Penalty: 5036.081543
	Iteration 3Q: 3 clusters Score -4976494 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4976729.500000 Penalty: 5036.081543
	Iteration 4Q: 3 clusters Score -4976730 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4976957.500000 Penalty: 5036.081543
	Iteration 5Q: 3 clusters Score -4976958 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4977186.500000 Penalty: 5036.081543
	Iteration 6Q: 3 clusters Score -4977186 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -4977490.500000 Penalty: 5036.081543
	Iteration 7Q: 3 clusters Score -4977490 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -4977909.500000 Penalty: 5036.081543
	Iteration 8Q: 3 clusters Score -4977910 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4978494.500000 Penalty: 5036.081543
	Iteration 9Q: 3 clusters Score -4978494 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4979274.000000 Penalty: 5036.081543
	Iteration 10F: 3 clusters Score -4979274 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4980342.500000 Penalty: 5036.081543
	Iteration 11F: 3 clusters Score -4980342 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4981570.000000 Penalty: 5036.081543
	Iteration 12F: 3 clusters Score -4981570 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4982958.500000 Penalty: 5036.081543
	Iteration 13F: 3 clusters Score -4982958 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4983904.000000 Penalty: 5036.081543
	Iteration 14Q: 3 clusters Score -4983904 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4984432.500000 Penalty: 5036.081543
	Iteration 15Q: 3 clusters Score -4984432 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4984669.500000 Penalty: 5036.081543
	Iteration 16Q: 3 clusters Score -4984670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4984772.000000 Penalty: 5036.081543
	Iteration 17Q: 3 clusters Score -4984772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4984841.500000 Penalty: 5036.081543
	Iteration 18Q: 3 clusters Score -4984842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4984890.500000 Penalty: 5036.081543
	Iteration 19Q: 3 clusters Score -4984890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4984932.500000 Penalty: 5036.081543
	Iteration 20F: 3 clusters Score -4984932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4984950.500000 Penalty: 5036.081543
	Iteration 21Q: 3 clusters Score -4984950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4984964.000000 Penalty: 5036.081543
	Iteration 22Q: 3 clusters Score -4984964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4984962.500000 Penalty: 5036.081543
	Iteration 23Q: 3 clusters Score -4984962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4984964.500000 Penalty: 5036.081543
	Iteration 24Q: 3 clusters Score -4984964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4984966.000000 Penalty: 5036.081543
	Iteration 25Q: 3 clusters Score -4984966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4984971.000000 Penalty: 5036.081543
	Iteration 26Q: 3 clusters Score -4984971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4984968.000000 Penalty: 5036.081543
	Iteration 27Q: 3 clusters Score -4984968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4984968.000000 Penalty: 5036.081543
	Iteration 28F: 3 clusters Score -4984968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -388675.468750 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -388675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -385987.656250 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -385987.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -386499.406250 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -386499.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -386655.500000 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -386655.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -386750.562500 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -386750.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -386811.500000 Penalty: 3809.137939
	Iteration 4Q: 3 clusters Score -386811.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -386865.031250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -386865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -386911.875000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -386911.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -386955.843750 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -386955.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -387004.468750 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -387004.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -387055.031250 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -387055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -387124.250000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -387124.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -387252.437500 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -387252.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -387338.875000 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -387338.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -387392.562500 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -387392.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -387435.531250 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -387435.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -387471.437500 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -387471.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -387489.406250 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -387489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -387507.656250 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -387507.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -387521.593750 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -387521.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -387530.281250 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -387530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -387538.750000 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -387538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -387548.062500 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -387548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -387559.281250 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -387559.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -387565.187500 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -387565.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -387569.187500 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -387569.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -387573.406250 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -387573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -387577.281250 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -387577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -387580.156250 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -387580.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -387583.218750 Penalty: 3809.137939
	Iteration 28Q: 3 clusters Score -387583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -387585.093750 Penalty: 3809.137939
	Iteration 29Q: 3 clusters Score -387585.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -387585.406250 Penalty: 3809.137939
	Iteration 30Q: 3 clusters Score -387585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -387586.218750 Penalty: 3809.137939
	Iteration 31Q: 3 clusters Score -387586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -387589.468750 Penalty: 3809.137939
	Iteration 32Q: 3 clusters Score -387589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -387595.000000 Penalty: 3809.137939
	Iteration 33Q: 3 clusters Score -387595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -387601.406250 Penalty: 3809.137939
	Iteration 34Q: 3 clusters Score -387601.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -387605.156250 Penalty: 3809.137939
	Iteration 35Q: 3 clusters Score -387605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -387611.437500 Penalty: 3809.137939
	Iteration 36Q: 3 clusters Score -387611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -387614.531250 Penalty: 3809.137939
	Iteration 37Q: 3 clusters Score -387614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -387616.156250 Penalty: 3809.137939
	Iteration 38Q: 3 clusters Score -387616.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -387616.593750 Penalty: 3809.137939
	Iteration 39Q: 3 clusters Score -387616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -387617.343750 Penalty: 3809.137939
	Iteration 40F: 3 clusters Score -387617.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Entering Unmasked Estep 
Score: -8003021.500000 Penalty: 2638.251709
	Iteration 0F: 2 clusters Score -8003022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -7976294.500000 Penalty: 5276.503418
	Iteration 0F: 3 clusters Score -7976294 nChanged 19146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -7986822.500000 Penalty: 5276.503418
	Iteration 1F: 3 clusters Score -7986822 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -7987239.500000 Penalty: 5276.503418
	Iteration 2Q: 3 clusters Score -7987240 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -7987620.500000 Penalty: 5276.503418
	Iteration 3Q: 3 clusters Score -7987620 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -7987944.000000 Penalty: 5276.503418
	Iteration 4Q: 3 clusters Score -7987944 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -7988410.000000 Penalty: 5276.503418
	Iteration 5Q: 3 clusters Score -7988410 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7988959.500000 Penalty: 5276.503418
	Iteration 6Q: 3 clusters Score -7988960 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7989785.500000 Penalty: 5276.503418
	Iteration 7Q: 3 clusters Score -7989786 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -7990896.000000 Penalty: 5276.503418
	Iteration 8Q: 3 clusters Score -7990896 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -7992492.000000 Penalty: 5276.503418
	Iteration 9F: 3 clusters Score -7992492 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -7994497.500000 Penalty: 5276.503418
	Iteration 10F: 3 clusters Score -7994498 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -7996410.500000 Penalty: 5276.503418
	Iteration 11F: 3 clusters Score -7996410 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7997898.000000 Penalty: 5276.503418
	Iteration 12Q: 3 clusters Score -7997898 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7998816.000000 Penalty: 5276.503418
	Iteration 13Q: 3 clusters Score -7998816 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7999461.500000 Penalty: 5276.503418
	Iteration 14Q: 3 clusters Score -7999462 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7999898.500000 Penalty: 5276.503418
	Iteration 15Q: 3 clusters Score -7999898 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8000132.500000 Penalty: 5276.503418
	Iteration 16Q: 3 clusters Score -8000132 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8000282.500000 Penalty: 5276.503418
	Iteration 17Q: 3 clusters Score -8000282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8000369.000000 Penalty: 5276.503418
	Iteration 18Q: 3 clusters Score -8000369 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8000463.500000 Penalty: 5276.503418
	Iteration 19Q: 3 clusters Score -8000464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8000520.500000 Penalty: 5276.503418
	Iteration 20F: 3 clusters Score -8000520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8000591.000000 Penalty: 5276.503418
	Iteration 21Q: 3 clusters Score -8000591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8000619.000000 Penalty: 5276.503418
	Iteration 22Q: 3 clusters Score -8000619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8000636.500000 Penalty: 5276.503418
	Iteration 23Q: 3 clusters Score -8000636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8000656.500000 Penalty: 5276.503418
	Iteration 24Q: 3 clusters Score -8000656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8000678.000000 Penalty: 5276.503418
	Iteration 25Q: 3 clusters Score -8000678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8000681.500000 Penalty: 5276.503418
	Iteration 26Q: 3 clusters Score -8000682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8000716.000000 Penalty: 5276.503418
	Iteration 27Q: 3 clusters Score -8000716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8000719.500000 Penalty: 5276.503418
	Iteration 28Q: 3 clusters Score -8000720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8000728.500000 Penalty: 5276.503418
	Iteration 29Q: 3 clusters Score -8000728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8000725.500000 Penalty: 5276.503418
	Iteration 30Q: 3 clusters Score -8000726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8000734.500000 Penalty: 5276.503418
	Iteration 31Q: 3 clusters Score -8000734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8000730.500000 Penalty: 5276.503418
	Iteration 32Q: 3 clusters Score -8000730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8000726.500000 Penalty: 5276.503418
	Iteration 33Q: 3 clusters Score -8000726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8000737.500000 Penalty: 5276.503418
	Iteration 34Q: 3 clusters Score -8000738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8000734.500000 Penalty: 5276.503418
	Iteration 35Q: 3 clusters Score -8000734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8000741.000000 Penalty: 5276.503418
	Iteration 36Q: 3 clusters Score -8000741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8000740.000000 Penalty: 5276.503418
	Iteration 37Q: 3 clusters Score -8000740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8000745.000000 Penalty: 5276.503418
	Iteration 38Q: 3 clusters Score -8000745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8000749.000000 Penalty: 5276.503418
	Iteration 39Q: 3 clusters Score -8000749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8000757.500000 Penalty: 5276.503418
	Iteration 40F: 3 clusters Score -8000758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8000761.500000 Penalty: 5276.503418
	Iteration 41Q: 3 clusters Score -8000762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8000765.000000 Penalty: 5276.503418
	Iteration 42Q: 3 clusters Score -8000765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8000766.500000 Penalty: 5276.503418
	Iteration 43Q: 3 clusters Score -8000766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8000770.500000 Penalty: 5276.503418
	Iteration 44Q: 3 clusters Score -8000770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8000767.500000 Penalty: 5276.503418
	Iteration 45Q: 3 clusters Score -8000768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8000778.000000 Penalty: 5276.503418
	Iteration 46Q: 3 clusters Score -8000778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8000771.000000 Penalty: 5276.503418
	Iteration 47Q: 3 clusters Score -8000771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8000765.500000 Penalty: 5276.503418
	Iteration 48Q: 3 clusters Score -8000766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8000765.500000 Penalty: 5276.503418
	Iteration 49Q: 3 clusters Score -8000766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8000773.500000 Penalty: 5276.503418
	Iteration 50Q: 3 clusters Score -8000774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8000773.500000 Penalty: 5276.503418
	Iteration 51F: 3 clusters Score -8000774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Entering Unmasked Estep 
Score: -2873748.000000 Penalty: 2380.568359
	Iteration 0F: 2 clusters Score -2873748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2863086.500000 Penalty: 4761.136719
	Iteration 0F: 3 clusters Score -2863086 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2866509.000000 Penalty: 4761.136719
	Iteration 1F: 3 clusters Score -2866509 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2866857.250000 Penalty: 4761.136719
	Iteration 2F: 3 clusters Score -2866857 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2867096.750000 Penalty: 4761.136719
	Iteration 3Q: 3 clusters Score -2867097 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2867290.500000 Penalty: 4761.136719
	Iteration 4Q: 3 clusters Score -2867290 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2867506.000000 Penalty: 4761.136719
	Iteration 5Q: 3 clusters Score -2867506 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2867714.500000 Penalty: 4761.136719
	Iteration 6Q: 3 clusters Score -2867714 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2867948.000000 Penalty: 4761.136719
	Iteration 7Q: 3 clusters Score -2867948 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2868209.750000 Penalty: 4761.136719
	Iteration 8Q: 3 clusters Score -2868210 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2868523.250000 Penalty: 4761.136719
	Iteration 9Q: 3 clusters Score -2868523 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2868923.500000 Penalty: 4761.136719
	Iteration 10Q: 3 clusters Score -2868924 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2869422.250000 Penalty: 4761.136719
	Iteration 11Q: 3 clusters Score -2869422 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2869965.750000 Penalty: 4761.136719
	Iteration 12Q: 3 clusters Score -2869966 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2870460.750000 Penalty: 4761.136719
	Iteration 13Q: 3 clusters Score -2870461 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2870877.500000 Penalty: 4761.136719
	Iteration 14Q: 3 clusters Score -2870878 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2871145.500000 Penalty: 4761.136719
	Iteration 15Q: 3 clusters Score -2871146 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2871307.000000 Penalty: 4761.136719
	Iteration 16Q: 3 clusters Score -2871307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2871423.250000 Penalty: 4761.136719
	Iteration 17Q: 3 clusters Score -2871423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2871495.000000 Penalty: 4761.136719
	Iteration 18Q: 3 clusters Score -2871495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2871529.750000 Penalty: 4761.136719
	Iteration 19Q: 3 clusters Score -2871530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2871554.500000 Penalty: 4761.136719
	Iteration 20F: 3 clusters Score -2871554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2871575.500000 Penalty: 4761.136719
	Iteration 21Q: 3 clusters Score -2871576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2871592.750000 Penalty: 4761.136719
	Iteration 22Q: 3 clusters Score -2871593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2871602.500000 Penalty: 4761.136719
	Iteration 23Q: 3 clusters Score -2871602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2871611.250000 Penalty: 4761.136719
	Iteration 24Q: 3 clusters Score -2871611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2871618.000000 Penalty: 4761.136719
	Iteration 25Q: 3 clusters Score -2871618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2871625.000000 Penalty: 4761.136719
	Iteration 26Q: 3 clusters Score -2871625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2871629.750000 Penalty: 4761.136719
	Iteration 27Q: 3 clusters Score -2871630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2871631.250000 Penalty: 4761.136719
	Iteration 28Q: 3 clusters Score -2871631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2871636.250000 Penalty: 4761.136719
	Iteration 29Q: 3 clusters Score -2871636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2871637.000000 Penalty: 4761.136719
	Iteration 30Q: 3 clusters Score -2871637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2871637.000000 Penalty: 4761.136719
	Iteration 31F: 3 clusters Score -2871637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -85732.937500 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -85732.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84238.664062 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -84238.66 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -84457.859375 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -84457.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84531.031250 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -84531.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -84585.226562 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -84585.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -84609.250000 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -84609.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84620.210938 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -84620.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -84626.164062 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -84626.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -84628.703125 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -84628.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -84628.703125 Penalty: 3081.452637
	Iteration 8F: 3 clusters Score -84628.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Entering Unmasked Estep 
Score: -3446514.500000 Penalty: 2417.982178
	Iteration 0F: 2 clusters Score -3446514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3434535.500000 Penalty: 4835.964355
	Iteration 0F: 3 clusters Score -3434536 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3438449.000000 Penalty: 4835.964355
	Iteration 1F: 3 clusters Score -3438449 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3438770.500000 Penalty: 4835.964355
	Iteration 2F: 3 clusters Score -3438770 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -3439028.750000 Penalty: 4835.964355
	Iteration 3Q: 3 clusters Score -3439029 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3439241.500000 Penalty: 4835.964355
	Iteration 4Q: 3 clusters Score -3439242 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3439396.000000 Penalty: 4835.964355
	Iteration 5Q: 3 clusters Score -3439396 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3439554.750000 Penalty: 4835.964355
	Iteration 6Q: 3 clusters Score -3439555 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -3439732.250000 Penalty: 4835.964355
	Iteration 7Q: 3 clusters Score -3439732 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3439912.250000 Penalty: 4835.964355
	Iteration 8Q: 3 clusters Score -3439912 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3440226.000000 Penalty: 4835.964355
	Iteration 9Q: 3 clusters Score -3440226 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -3440612.500000 Penalty: 4835.964355
	Iteration 10Q: 3 clusters Score -3440612 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3441132.000000 Penalty: 4835.964355
	Iteration 11F: 3 clusters Score -3441132 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3441781.750000 Penalty: 4835.964355
	Iteration 12F: 3 clusters Score -3441782 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3442423.750000 Penalty: 4835.964355
	Iteration 13Q: 3 clusters Score -3442424 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3442957.000000 Penalty: 4835.964355
	Iteration 14Q: 3 clusters Score -3442957 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3443380.750000 Penalty: 4835.964355
	Iteration 15Q: 3 clusters Score -3443381 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3443705.500000 Penalty: 4835.964355
	Iteration 16Q: 3 clusters Score -3443706 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3443922.500000 Penalty: 4835.964355
	Iteration 17Q: 3 clusters Score -3443922 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3444076.500000 Penalty: 4835.964355
	Iteration 18Q: 3 clusters Score -3444076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3444185.750000 Penalty: 4835.964355
	Iteration 19Q: 3 clusters Score -3444186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3444263.000000 Penalty: 4835.964355
	Iteration 20F: 3 clusters Score -3444263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3444312.750000 Penalty: 4835.964355
	Iteration 21Q: 3 clusters Score -3444313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3444330.750000 Penalty: 4835.964355
	Iteration 22Q: 3 clusters Score -3444331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3444334.500000 Penalty: 4835.964355
	Iteration 23Q: 3 clusters Score -3444334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3444336.750000 Penalty: 4835.964355
	Iteration 24Q: 3 clusters Score -3444337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3444338.250000 Penalty: 4835.964355
	Iteration 25Q: 3 clusters Score -3444338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3444343.500000 Penalty: 4835.964355
	Iteration 26Q: 3 clusters Score -3444344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3444352.250000 Penalty: 4835.964355
	Iteration 27Q: 3 clusters Score -3444352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3444351.250000 Penalty: 4835.964355
	Iteration 28Q: 3 clusters Score -3444351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3444351.250000 Penalty: 4835.964355
	Iteration 29F: 3 clusters Score -3444351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Entering Unmasked Estep 
Score: -4474556.000000 Penalty: 2476.125244
	Iteration 0F: 2 clusters Score -4474556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4461629.500000 Penalty: 4952.250488
	Iteration 0F: 3 clusters Score -4461630 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4466847.000000 Penalty: 4952.250488
	Iteration 1F: 3 clusters Score -4466847 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4467357.000000 Penalty: 4952.250488
	Iteration 2F: 3 clusters Score -4467357 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4467894.500000 Penalty: 4952.250488
	Iteration 3F: 3 clusters Score -4467894 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -4468544.000000 Penalty: 4952.250488
	Iteration 4F: 3 clusters Score -4468544 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -4469605.000000 Penalty: 4952.250488
	Iteration 5F: 3 clusters Score -4469605 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4471146.500000 Penalty: 4952.250488
	Iteration 6F: 3 clusters Score -4471146 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4472610.500000 Penalty: 4952.250488
	Iteration 7F: 3 clusters Score -4472610 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4473419.000000 Penalty: 4952.250488
	Iteration 8F: 3 clusters Score -4473419 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4473735.500000 Penalty: 4952.250488
	Iteration 9Q: 3 clusters Score -4473736 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -4473874.000000 Penalty: 4952.250488
	Iteration 10Q: 3 clusters Score -4473874 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4473959.000000 Penalty: 4952.250488
	Iteration 11Q: 3 clusters Score -4473959 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -4473989.500000 Penalty: 4952.250488
	Iteration 12Q: 3 clusters Score -4473990 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4473955.500000 Penalty: 4952.250488
	Iteration 13Q: 3 clusters Score -4473956 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4473853.500000 Penalty: 4952.250488
	Iteration 14Q: 3 clusters Score -4473854 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4473731.000000 Penalty: 4952.250488
	Iteration 15Q: 3 clusters Score -4473731 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4473534.000000 Penalty: 4952.250488
	Iteration 16Q: 3 clusters Score -4473534 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -4473417.000000 Penalty: 4952.250488
	Iteration 17Q: 3 clusters Score -4473417 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4473402.500000 Penalty: 4952.250488
	Iteration 18Q: 3 clusters Score -4473402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4473377.000000 Penalty: 4952.250488
	Iteration 19Q: 3 clusters Score -4473377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4473379.000000 Penalty: 4952.250488
	Iteration 20F: 3 clusters Score -4473379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4473385.000000 Penalty: 4952.250488
	Iteration 21Q: 3 clusters Score -4473385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4473277.000000 Penalty: 4952.250488
	Iteration 22Q: 3 clusters Score -4473277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -4473289.500000 Penalty: 4952.250488
	Iteration 23Q: 3 clusters Score -4473290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -4473239.000000 Penalty: 4952.250488
	Iteration 24Q: 3 clusters Score -4473239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4473142.500000 Penalty: 4952.250488
	Iteration 25Q: 3 clusters Score -4473142 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -4473129.500000 Penalty: 4952.250488
	Iteration 26Q: 3 clusters Score -4473130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4473133.500000 Penalty: 4952.250488
	Iteration 27Q: 3 clusters Score -4473134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4473162.000000 Penalty: 4952.250488
	Iteration 28Q: 3 clusters Score -4473162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4473181.000000 Penalty: 4952.250488
	Iteration 29Q: 3 clusters Score -4473181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4473171.500000 Penalty: 4952.250488
	Iteration 30Q: 3 clusters Score -4473172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4473153.000000 Penalty: 4952.250488
	Iteration 31Q: 3 clusters Score -4473153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4473134.500000 Penalty: 4952.250488
	Iteration 32Q: 3 clusters Score -4473134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -4473100.500000 Penalty: 4952.250488
	Iteration 33Q: 3 clusters Score -4473100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4473095.500000 Penalty: 4952.250488
	Iteration 34Q: 3 clusters Score -4473096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4473065.500000 Penalty: 4952.250488
	Iteration 35Q: 3 clusters Score -4473066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4473074.000000 Penalty: 4952.250488
	Iteration 36Q: 3 clusters Score -4473074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4473056.000000 Penalty: 4952.250488
	Iteration 37Q: 3 clusters Score -4473056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4473059.000000 Penalty: 4952.250488
	Iteration 38Q: 3 clusters Score -4473059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4473067.500000 Penalty: 4952.250488
	Iteration 39Q: 3 clusters Score -4473068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4473060.000000 Penalty: 4952.250488
	Iteration 40F: 3 clusters Score -4473060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4473052.000000 Penalty: 4952.250488
	Iteration 41Q: 3 clusters Score -4473052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4473091.000000 Penalty: 4952.250488
	Iteration 42Q: 3 clusters Score -4473091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -4473075.000000 Penalty: 4952.250488
	Iteration 43Q: 3 clusters Score -4473075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4473077.500000 Penalty: 4952.250488
	Iteration 44Q: 3 clusters Score -4473078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -4473052.000000 Penalty: 4952.250488
	Iteration 45Q: 3 clusters Score -4473052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4473029.000000 Penalty: 4952.250488
	Iteration 46Q: 3 clusters Score -4473029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -4473051.500000 Penalty: 4952.250488
	Iteration 47Q: 3 clusters Score -4473052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4473054.000000 Penalty: 4952.250488
	Iteration 48Q: 3 clusters Score -4473054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4473060.500000 Penalty: 4952.250488
	Iteration 49Q: 3 clusters Score -4473060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4473070.000000 Penalty: 4952.250488
	Iteration 50Q: 3 clusters Score -4473070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4473069.500000 Penalty: 4952.250488
	Iteration 51Q: 3 clusters Score -4473070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4473069.000000 Penalty: 4952.250488
	Iteration 52Q: 3 clusters Score -4473069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4473078.500000 Penalty: 4952.250488
	Iteration 53Q: 3 clusters Score -4473078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4473067.000000 Penalty: 4952.250488
	Iteration 54Q: 3 clusters Score -4473067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4473075.500000 Penalty: 4952.250488
	Iteration 55Q: 3 clusters Score -4473076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4473083.500000 Penalty: 4952.250488
	Iteration 56Q: 3 clusters Score -4473084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4473078.000000 Penalty: 4952.250488
	Iteration 57Q: 3 clusters Score -4473078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4473057.000000 Penalty: 4952.250488
	Iteration 58Q: 3 clusters Score -4473057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4473035.000000 Penalty: 4952.250488
	Iteration 59Q: 3 clusters Score -4473035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4473041.500000 Penalty: 4952.250488
	Iteration 60F: 3 clusters Score -4473042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4473037.500000 Penalty: 4952.250488
	Iteration 61Q: 3 clusters Score -4473038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4473036.000000 Penalty: 4952.250488
	Iteration 62Q: 3 clusters Score -4473036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4473032.000000 Penalty: 4952.250488
	Iteration 63Q: 3 clusters Score -4473032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4473016.000000 Penalty: 4952.250488
	Iteration 64Q: 3 clusters Score -4473016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4473021.000000 Penalty: 4952.250488
	Iteration 65Q: 3 clusters Score -4473021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4473016.000000 Penalty: 4952.250488
	Iteration 66Q: 3 clusters Score -4473016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4473009.000000 Penalty: 4952.250488
	Iteration 67Q: 3 clusters Score -4473009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4472999.000000 Penalty: 4952.250488
	Iteration 68Q: 3 clusters Score -4472999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4473009.000000 Penalty: 4952.250488
	Iteration 69Q: 3 clusters Score -4473009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4473005.500000 Penalty: 4952.250488
	Iteration 70Q: 3 clusters Score -4473006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4473011.500000 Penalty: 4952.250488
	Iteration 71Q: 3 clusters Score -4473012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4473001.000000 Penalty: 4952.250488
	Iteration 72Q: 3 clusters Score -4473001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4473009.500000 Penalty: 4952.250488
	Iteration 73Q: 3 clusters Score -4473010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4473022.000000 Penalty: 4952.250488
	Iteration 74Q: 3 clusters Score -4473022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4473010.500000 Penalty: 4952.250488
	Iteration 75Q: 3 clusters Score -4473010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4473010.500000 Penalty: 4952.250488
	Iteration 76F: 3 clusters Score -4473010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -4002179.250000 Penalty: 2448.523926
	Iteration 0F: 2 clusters Score -4002179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3989962.500000 Penalty: 4897.047852
	Iteration 0F: 3 clusters Score -3989962 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3994528.500000 Penalty: 4897.047852
	Iteration 1F: 3 clusters Score -3994528 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3994880.000000 Penalty: 4897.047852
	Iteration 2F: 3 clusters Score -3994880 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3995176.750000 Penalty: 4897.047852
	Iteration 3Q: 3 clusters Score -3995177 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3995427.750000 Penalty: 4897.047852
	Iteration 4Q: 3 clusters Score -3995428 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -3995654.250000 Penalty: 4897.047852
	Iteration 5Q: 3 clusters Score -3995654 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3995855.250000 Penalty: 4897.047852
	Iteration 6Q: 3 clusters Score -3995855 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3996046.250000 Penalty: 4897.047852
	Iteration 7Q: 3 clusters Score -3996046 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3996278.500000 Penalty: 4897.047852
	Iteration 8Q: 3 clusters Score -3996278 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3996484.500000 Penalty: 4897.047852
	Iteration 9F: 3 clusters Score -3996484 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3996782.500000 Penalty: 4897.047852
	Iteration 10F: 3 clusters Score -3996782 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3997603.250000 Penalty: 4897.047852
	Iteration 11F: 3 clusters Score -3997603 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3998238.500000 Penalty: 4897.047852
	Iteration 12Q: 3 clusters Score -3998238 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3998736.750000 Penalty: 4897.047852
	Iteration 13Q: 3 clusters Score -3998737 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -3999092.750000 Penalty: 4897.047852
	Iteration 14Q: 3 clusters Score -3999093 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3999321.750000 Penalty: 4897.047852
	Iteration 15Q: 3 clusters Score -3999322 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3999522.500000 Penalty: 4897.047852
	Iteration 16Q: 3 clusters Score -3999522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3999650.250000 Penalty: 4897.047852
	Iteration 17Q: 3 clusters Score -3999650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3999768.250000 Penalty: 4897.047852
	Iteration 18Q: 3 clusters Score -3999768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3999851.250000 Penalty: 4897.047852
	Iteration 19Q: 3 clusters Score -3999851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -3999906.250000 Penalty: 4897.047852
	Iteration 20F: 3 clusters Score -3999906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3999930.250000 Penalty: 4897.047852
	Iteration 21Q: 3 clusters Score -3999930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3999947.500000 Penalty: 4897.047852
	Iteration 22Q: 3 clusters Score -3999948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3999952.500000 Penalty: 4897.047852
	Iteration 23Q: 3 clusters Score -3999952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3999957.750000 Penalty: 4897.047852
	Iteration 24Q: 3 clusters Score -3999958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3999973.250000 Penalty: 4897.047852
	Iteration 25Q: 3 clusters Score -3999973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3999981.250000 Penalty: 4897.047852
	Iteration 26Q: 3 clusters Score -3999981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3999992.250000 Penalty: 4897.047852
	Iteration 27Q: 3 clusters Score -3999992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3999996.500000 Penalty: 4897.047852
	Iteration 28Q: 3 clusters Score -3999996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3999996.500000 Penalty: 4897.047852
	Iteration 29Q: 3 clusters Score -3999996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4000007.250000 Penalty: 4897.047852
	Iteration 30Q: 3 clusters Score -4000007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4000005.000000 Penalty: 4897.047852
	Iteration 31Q: 3 clusters Score -4000005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4000005.250000 Penalty: 4897.047852
	Iteration 32Q: 3 clusters Score -4000005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4000005.250000 Penalty: 4897.047852
	Iteration 33F: 3 clusters Score -4000005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Entering Unmasked Estep 
Score: -5590047.000000 Penalty: 2554.886475
	Iteration 0F: 2 clusters Score -5590047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5569948.500000 Penalty: 5109.772949
	Iteration 0F: 3 clusters Score -5569948 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5577270.500000 Penalty: 5109.772949
	Iteration 1F: 3 clusters Score -5577270 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -5577680.000000 Penalty: 5109.772949
	Iteration 2Q: 3 clusters Score -5577680 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5578032.500000 Penalty: 5109.772949
	Iteration 3Q: 3 clusters Score -5578032 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -5578392.500000 Penalty: 5109.772949
	Iteration 4Q: 3 clusters Score -5578392 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5578810.500000 Penalty: 5109.772949
	Iteration 5Q: 3 clusters Score -5578810 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -5579276.000000 Penalty: 5109.772949
	Iteration 6Q: 3 clusters Score -5579276 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5579993.500000 Penalty: 5109.772949
	Iteration 7Q: 3 clusters Score -5579994 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -5581030.000000 Penalty: 5109.772949
	Iteration 8F: 3 clusters Score -5581030 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -5582466.000000 Penalty: 5109.772949
	Iteration 9F: 3 clusters Score -5582466 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -5583984.500000 Penalty: 5109.772949
	Iteration 10F: 3 clusters Score -5583984 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5585317.000000 Penalty: 5109.772949
	Iteration 11F: 3 clusters Score -5585317 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5586358.000000 Penalty: 5109.772949
	Iteration 12Q: 3 clusters Score -5586358 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5587009.500000 Penalty: 5109.772949
	Iteration 13Q: 3 clusters Score -5587010 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5587370.500000 Penalty: 5109.772949
	Iteration 14Q: 3 clusters Score -5587370 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5587585.500000 Penalty: 5109.772949
	Iteration 15Q: 3 clusters Score -5587586 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5587709.500000 Penalty: 5109.772949
	Iteration 16Q: 3 clusters Score -5587710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5587747.000000 Penalty: 5109.772949
	Iteration 17Q: 3 clusters Score -5587747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5587783.500000 Penalty: 5109.772949
	Iteration 18Q: 3 clusters Score -5587784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5587818.000000 Penalty: 5109.772949
	Iteration 19Q: 3 clusters Score -5587818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5587838.000000 Penalty: 5109.772949
	Iteration 20F: 3 clusters Score -5587838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5587850.000000 Penalty: 5109.772949
	Iteration 21Q: 3 clusters Score -5587850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5587859.000000 Penalty: 5109.772949
	Iteration 22Q: 3 clusters Score -5587859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5587866.000000 Penalty: 5109.772949
	Iteration 23Q: 3 clusters Score -5587866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5587869.500000 Penalty: 5109.772949
	Iteration 24Q: 3 clusters Score -5587870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5587873.500000 Penalty: 5109.772949
	Iteration 25Q: 3 clusters Score -5587874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5587878.000000 Penalty: 5109.772949
	Iteration 26Q: 3 clusters Score -5587878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5587879.500000 Penalty: 5109.772949
	Iteration 27Q: 3 clusters Score -5587880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5587874.000000 Penalty: 5109.772949
	Iteration 28Q: 3 clusters Score -5587874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5587881.500000 Penalty: 5109.772949
	Iteration 29Q: 3 clusters Score -5587882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5587888.500000 Penalty: 5109.772949
	Iteration 30Q: 3 clusters Score -5587888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5587889.000000 Penalty: 5109.772949
	Iteration 31Q: 3 clusters Score -5587889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5587889.000000 Penalty: 5109.772949
	Iteration 32F: 3 clusters Score -5587889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Entering Unmasked Estep 
Score: -5417026.000000 Penalty: 2538.835938
	Iteration 0F: 2 clusters Score -5417026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5398561.500000 Penalty: 5077.671875
	Iteration 0F: 3 clusters Score -5398562 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5405255.500000 Penalty: 5077.671875
	Iteration 1F: 3 clusters Score -5405256 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5405674.000000 Penalty: 5077.671875
	Iteration 2Q: 3 clusters Score -5405674 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -5405967.000000 Penalty: 5077.671875
	Iteration 3Q: 3 clusters Score -5405967 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -5406231.500000 Penalty: 5077.671875
	Iteration 4Q: 3 clusters Score -5406232 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5406412.500000 Penalty: 5077.671875
	Iteration 5Q: 3 clusters Score -5406412 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5406616.500000 Penalty: 5077.671875
	Iteration 6Q: 3 clusters Score -5406616 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -5406797.000000 Penalty: 5077.671875
	Iteration 7Q: 3 clusters Score -5406797 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5407020.500000 Penalty: 5077.671875
	Iteration 8Q: 3 clusters Score -5407020 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -5407263.500000 Penalty: 5077.671875
	Iteration 9Q: 3 clusters Score -5407264 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -5407557.000000 Penalty: 5077.671875
	Iteration 10Q: 3 clusters Score -5407557 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -5407934.000000 Penalty: 5077.671875
	Iteration 11Q: 3 clusters Score -5407934 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -5408510.500000 Penalty: 5077.671875
	Iteration 12Q: 3 clusters Score -5408510 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5409246.500000 Penalty: 5077.671875
	Iteration 13Q: 3 clusters Score -5409246 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -5410172.500000 Penalty: 5077.671875
	Iteration 14Q: 3 clusters Score -5410172 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5411318.000000 Penalty: 5077.671875
	Iteration 15Q: 3 clusters Score -5411318 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5412443.000000 Penalty: 5077.671875
	Iteration 16Q: 3 clusters Score -5412443 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -5413256.500000 Penalty: 5077.671875
	Iteration 17Q: 3 clusters Score -5413256 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5413837.500000 Penalty: 5077.671875
	Iteration 18Q: 3 clusters Score -5413838 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -5414273.000000 Penalty: 5077.671875
	Iteration 19Q: 3 clusters Score -5414273 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5414511.000000 Penalty: 5077.671875
	Iteration 20F: 3 clusters Score -5414511 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5414636.000000 Penalty: 5077.671875
	Iteration 21Q: 3 clusters Score -5414636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5414733.500000 Penalty: 5077.671875
	Iteration 22Q: 3 clusters Score -5414734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5414795.500000 Penalty: 5077.671875
	Iteration 23Q: 3 clusters Score -5414796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5414841.500000 Penalty: 5077.671875
	Iteration 24Q: 3 clusters Score -5414842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5414865.000000 Penalty: 5077.671875
	Iteration 25Q: 3 clusters Score -5414865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5414890.500000 Penalty: 5077.671875
	Iteration 26Q: 3 clusters Score -5414890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5414910.500000 Penalty: 5077.671875
	Iteration 27Q: 3 clusters Score -5414910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5414925.000000 Penalty: 5077.671875
	Iteration 28Q: 3 clusters Score -5414925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5414932.500000 Penalty: 5077.671875
	Iteration 29Q: 3 clusters Score -5414932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5414946.000000 Penalty: 5077.671875
	Iteration 30Q: 3 clusters Score -5414946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5414957.000000 Penalty: 5077.671875
	Iteration 31Q: 3 clusters Score -5414957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5414957.000000 Penalty: 5077.671875
	Iteration 32Q: 3 clusters Score -5414957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5414971.000000 Penalty: 5077.671875
	Iteration 33Q: 3 clusters Score -5414971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5414969.500000 Penalty: 5077.671875
	Iteration 34Q: 3 clusters Score -5414970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5414969.000000 Penalty: 5077.671875
	Iteration 35Q: 3 clusters Score -5414969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5414969.000000 Penalty: 5077.671875
	Iteration 36F: 3 clusters Score -5414969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Entering Unmasked Estep 
Score: -5449016.000000 Penalty: 2540.588379
	Iteration 0F: 2 clusters Score -5449016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5430294.000000 Penalty: 5081.176758
	Iteration 0F: 3 clusters Score -5430294 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5437136.500000 Penalty: 5081.176758
	Iteration 1F: 3 clusters Score -5437136 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -5437504.500000 Penalty: 5081.176758
	Iteration 2Q: 3 clusters Score -5437504 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5437804.000000 Penalty: 5081.176758
	Iteration 3Q: 3 clusters Score -5437804 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -5438116.000000 Penalty: 5081.176758
	Iteration 4Q: 3 clusters Score -5438116 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5438382.500000 Penalty: 5081.176758
	Iteration 5Q: 3 clusters Score -5438382 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5438735.000000 Penalty: 5081.176758
	Iteration 6Q: 3 clusters Score -5438735 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -5439140.000000 Penalty: 5081.176758
	Iteration 7Q: 3 clusters Score -5439140 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -5439623.500000 Penalty: 5081.176758
	Iteration 8Q: 3 clusters Score -5439624 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -5440297.000000 Penalty: 5081.176758
	Iteration 9Q: 3 clusters Score -5440297 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -5441145.500000 Penalty: 5081.176758
	Iteration 10F: 3 clusters Score -5441146 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -5442181.000000 Penalty: 5081.176758
	Iteration 11F: 3 clusters Score -5442181 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -5443485.500000 Penalty: 5081.176758
	Iteration 12F: 3 clusters Score -5443486 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5444686.000000 Penalty: 5081.176758
	Iteration 13F: 3 clusters Score -5444686 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5445560.000000 Penalty: 5081.176758
	Iteration 14Q: 3 clusters Score -5445560 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5446119.000000 Penalty: 5081.176758
	Iteration 15Q: 3 clusters Score -5446119 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5446429.000000 Penalty: 5081.176758
	Iteration 16Q: 3 clusters Score -5446429 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5446548.000000 Penalty: 5081.176758
	Iteration 17Q: 3 clusters Score -5446548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5446663.000000 Penalty: 5081.176758
	Iteration 18Q: 3 clusters Score -5446663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5446712.500000 Penalty: 5081.176758
	Iteration 19Q: 3 clusters Score -5446712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5446736.000000 Penalty: 5081.176758
	Iteration 20F: 3 clusters Score -5446736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5446755.500000 Penalty: 5081.176758
	Iteration 21Q: 3 clusters Score -5446756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5446786.000000 Penalty: 5081.176758
	Iteration 22Q: 3 clusters Score -5446786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5446795.500000 Penalty: 5081.176758
	Iteration 23Q: 3 clusters Score -5446796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5446803.000000 Penalty: 5081.176758
	Iteration 24Q: 3 clusters Score -5446803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5446812.500000 Penalty: 5081.176758
	Iteration 25Q: 3 clusters Score -5446812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5446809.500000 Penalty: 5081.176758
	Iteration 26Q: 3 clusters Score -5446810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5446808.500000 Penalty: 5081.176758
	Iteration 27Q: 3 clusters Score -5446808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5446808.500000 Penalty: 5081.176758
	Iteration 28F: 3 clusters Score -5446808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91414.835938 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91414.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91588.453125 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91588.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91687.921875 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -91687.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91730.039062 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91730.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -91749.867188 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91749.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91759.640625 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91759.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91760.726562 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91760.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91760.726562 Penalty: 3099.029297
	Iteration 7F: 3 clusters Score -91760.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (28660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Entering Unmasked Estep 
Score: -5351184.500000 Penalty: 2545.288086
	Iteration 0F: 2 clusters Score -5351184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5331850.500000 Penalty: 5090.576172
	Iteration 0F: 3 clusters Score -5331850 nChanged 12808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5338980.000000 Penalty: 5090.576172
	Iteration 1F: 3 clusters Score -5338980 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -5339536.000000 Penalty: 5090.576172
	Iteration 2Q: 3 clusters Score -5339536 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5340012.000000 Penalty: 5090.576172
	Iteration 3Q: 3 clusters Score -5340012 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5340515.500000 Penalty: 5090.576172
	Iteration 4Q: 3 clusters Score -5340516 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5340985.500000 Penalty: 5090.576172
	Iteration 5Q: 3 clusters Score -5340986 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5341515.000000 Penalty: 5090.576172
	Iteration 6Q: 3 clusters Score -5341515 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -5342201.500000 Penalty: 5090.576172
	Iteration 7Q: 3 clusters Score -5342202 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5343132.000000 Penalty: 5090.576172
	Iteration 8Q: 3 clusters Score -5343132 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5344108.000000 Penalty: 5090.576172
	Iteration 9F: 3 clusters Score -5344108 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5344880.000000 Penalty: 5090.576172
	Iteration 10Q: 3 clusters Score -5344880 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5345263.000000 Penalty: 5090.576172
	Iteration 11Q: 3 clusters Score -5345263 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5345417.000000 Penalty: 5090.576172
	Iteration 12Q: 3 clusters Score -5345417 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -5345471.000000 Penalty: 5090.576172
	Iteration 13Q: 3 clusters Score -5345471 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5345519.500000 Penalty: 5090.576172
	Iteration 14Q: 3 clusters Score -5345520 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5345548.500000 Penalty: 5090.576172
	Iteration 15Q: 3 clusters Score -5345548 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5345578.000000 Penalty: 5090.576172
	Iteration 16Q: 3 clusters Score -5345578 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5345613.500000 Penalty: 5090.576172
	Iteration 17Q: 3 clusters Score -5345614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5345623.000000 Penalty: 5090.576172
	Iteration 18Q: 3 clusters Score -5345623 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5345660.000000 Penalty: 5090.576172
	Iteration 19Q: 3 clusters Score -5345660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5345693.000000 Penalty: 5090.576172
	Iteration 20F: 3 clusters Score -5345693 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -5345719.000000 Penalty: 5090.576172
	Iteration 21Q: 3 clusters Score -5345719 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5345750.000000 Penalty: 5090.576172
	Iteration 22Q: 3 clusters Score -5345750 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5345770.000000 Penalty: 5090.576172
	Iteration 23Q: 3 clusters Score -5345770 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -5345795.500000 Penalty: 5090.576172
	Iteration 24Q: 3 clusters Score -5345796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5345820.500000 Penalty: 5090.576172
	Iteration 25Q: 3 clusters Score -5345820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -5345823.500000 Penalty: 5090.576172
	Iteration 26Q: 3 clusters Score -5345824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5345838.000000 Penalty: 5090.576172
	Iteration 27Q: 3 clusters Score -5345838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -5345847.500000 Penalty: 5090.576172
	Iteration 28Q: 3 clusters Score -5345848 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -5345857.500000 Penalty: 5090.576172
	Iteration 29Q: 3 clusters Score -5345858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -5345874.500000 Penalty: 5090.576172
	Iteration 30Q: 3 clusters Score -5345874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5345885.000000 Penalty: 5090.576172
	Iteration 31Q: 3 clusters Score -5345885 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -5345901.500000 Penalty: 5090.576172
	Iteration 32Q: 3 clusters Score -5345902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -5345918.500000 Penalty: 5090.576172
	Iteration 33Q: 3 clusters Score -5345918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5345925.500000 Penalty: 5090.576172
	Iteration 34Q: 3 clusters Score -5345926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5345937.500000 Penalty: 5090.576172
	Iteration 35Q: 3 clusters Score -5345938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5345948.000000 Penalty: 5090.576172
	Iteration 36Q: 3 clusters Score -5345948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -5345936.000000 Penalty: 5090.576172
	Iteration 37Q: 3 clusters Score -5345936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -5345956.000000 Penalty: 5090.576172
	Iteration 38Q: 3 clusters Score -5345956 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5345947.000000 Penalty: 5090.576172
	Iteration 39Q: 3 clusters Score -5345947 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -5345962.500000 Penalty: 5090.576172
	Iteration 40F: 3 clusters Score -5345962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -5345976.500000 Penalty: 5090.576172
	Iteration 41Q: 3 clusters Score -5345976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5345985.500000 Penalty: 5090.576172
	Iteration 42Q: 3 clusters Score -5345986 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5346005.500000 Penalty: 5090.576172
	Iteration 43Q: 3 clusters Score -5346006 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -5345998.500000 Penalty: 5090.576172
	Iteration 44Q: 3 clusters Score -5345998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5346009.500000 Penalty: 5090.576172
	Iteration 45Q: 3 clusters Score -5346010 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5346031.500000 Penalty: 5090.576172
	Iteration 46Q: 3 clusters Score -5346032 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -5346034.500000 Penalty: 5090.576172
	Iteration 47Q: 3 clusters Score -5346034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -5346060.500000 Penalty: 5090.576172
	Iteration 48Q: 3 clusters Score -5346060 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -5346078.500000 Penalty: 5090.576172
	Iteration 49Q: 3 clusters Score -5346078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -5346085.500000 Penalty: 5090.576172
	Iteration 50Q: 3 clusters Score -5346086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -5346107.000000 Penalty: 5090.576172
	Iteration 51Q: 3 clusters Score -5346107 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -5346122.500000 Penalty: 5090.576172
	Iteration 52Q: 3 clusters Score -5346122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -5346162.000000 Penalty: 5090.576172
	Iteration 53Q: 3 clusters Score -5346162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -5346186.500000 Penalty: 5090.576172
	Iteration 54Q: 3 clusters Score -5346186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -5346206.500000 Penalty: 5090.576172
	Iteration 55Q: 3 clusters Score -5346206 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5346205.000000 Penalty: 5090.576172
	Iteration 56Q: 3 clusters Score -5346205 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -5346245.500000 Penalty: 5090.576172
	Iteration 57Q: 3 clusters Score -5346246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -5346253.500000 Penalty: 5090.576172
	Iteration 58Q: 3 clusters Score -5346254 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5346276.000000 Penalty: 5090.576172
	Iteration 59Q: 3 clusters Score -5346276 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5346293.000000 Penalty: 5090.576172
	Iteration 60F: 3 clusters Score -5346293 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5346322.500000 Penalty: 5090.576172
	Iteration 61Q: 3 clusters Score -5346322 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5346379.000000 Penalty: 5090.576172
	Iteration 62Q: 3 clusters Score -5346379 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5346394.500000 Penalty: 5090.576172
	Iteration 63Q: 3 clusters Score -5346394 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5346443.000000 Penalty: 5090.576172
	Iteration 64Q: 3 clusters Score -5346443 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5346468.500000 Penalty: 5090.576172
	Iteration 65Q: 3 clusters Score -5346468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -5346498.000000 Penalty: 5090.576172
	Iteration 66Q: 3 clusters Score -5346498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5346514.000000 Penalty: 5090.576172
	Iteration 67Q: 3 clusters Score -5346514 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -5346547.000000 Penalty: 5090.576172
	Iteration 68Q: 3 clusters Score -5346547 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5346557.000000 Penalty: 5090.576172
	Iteration 69Q: 3 clusters Score -5346557 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5346600.500000 Penalty: 5090.576172
	Iteration 70Q: 3 clusters Score -5346600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5346630.000000 Penalty: 5090.576172
	Iteration 71Q: 3 clusters Score -5346630 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5346665.500000 Penalty: 5090.576172
	Iteration 72Q: 3 clusters Score -5346666 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -5346713.500000 Penalty: 5090.576172
	Iteration 73Q: 3 clusters Score -5346714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -5346761.000000 Penalty: 5090.576172
	Iteration 74Q: 3 clusters Score -5346761 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -5346813.500000 Penalty: 5090.576172
	Iteration 75Q: 3 clusters Score -5346814 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5346861.000000 Penalty: 5090.576172
	Iteration 76Q: 3 clusters Score -5346861 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -5346884.000000 Penalty: 5090.576172
	Iteration 77Q: 3 clusters Score -5346884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5346944.500000 Penalty: 5090.576172
	Iteration 78Q: 3 clusters Score -5346944 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5346996.000000 Penalty: 5090.576172
	Iteration 79Q: 3 clusters Score -5346996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5347055.500000 Penalty: 5090.576172
	Iteration 80F: 3 clusters Score -5347056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -5347121.000000 Penalty: 5090.576172
	Iteration 81Q: 3 clusters Score -5347121 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5347177.000000 Penalty: 5090.576172
	Iteration 82Q: 3 clusters Score -5347177 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5347262.500000 Penalty: 5090.576172
	Iteration 83Q: 3 clusters Score -5347262 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -5347331.000000 Penalty: 5090.576172
	Iteration 84Q: 3 clusters Score -5347331 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -5347415.000000 Penalty: 5090.576172
	Iteration 85Q: 3 clusters Score -5347415 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -5347486.000000 Penalty: 5090.576172
	Iteration 86Q: 3 clusters Score -5347486 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5347558.500000 Penalty: 5090.576172
	Iteration 87Q: 3 clusters Score -5347558 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5347596.000000 Penalty: 5090.576172
	Iteration 88Q: 3 clusters Score -5347596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5347638.500000 Penalty: 5090.576172
	Iteration 89Q: 3 clusters Score -5347638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5347683.000000 Penalty: 5090.576172
	Iteration 90Q: 3 clusters Score -5347683 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -5347738.000000 Penalty: 5090.576172
	Iteration 91Q: 3 clusters Score -5347738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -5347781.500000 Penalty: 5090.576172
	Iteration 92Q: 3 clusters Score -5347782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5347816.500000 Penalty: 5090.576172
	Iteration 93Q: 3 clusters Score -5347816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -5347838.000000 Penalty: 5090.576172
	Iteration 94Q: 3 clusters Score -5347838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5347874.000000 Penalty: 5090.576172
	Iteration 95Q: 3 clusters Score -5347874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -5347899.000000 Penalty: 5090.576172
	Iteration 96Q: 3 clusters Score -5347899 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5347934.000000 Penalty: 5090.576172
	Iteration 97Q: 3 clusters Score -5347934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -5347967.500000 Penalty: 5090.576172
	Iteration 98Q: 3 clusters Score -5347968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5348007.000000 Penalty: 5090.576172
	Iteration 99Q: 3 clusters Score -5348007 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5348034.000000 Penalty: 5090.576172
	Iteration 100F: 3 clusters Score -5348034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -5348103.000000 Penalty: 5090.576172
	Iteration 101Q: 3 clusters Score -5348103 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5348159.500000 Penalty: 5090.576172
	Iteration 102Q: 3 clusters Score -5348160 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5348194.500000 Penalty: 5090.576172
	Iteration 103Q: 3 clusters Score -5348194 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5348253.500000 Penalty: 5090.576172
	Iteration 104Q: 3 clusters Score -5348254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -5348293.500000 Penalty: 5090.576172
	Iteration 105Q: 3 clusters Score -5348294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -5348342.500000 Penalty: 5090.576172
	Iteration 106Q: 3 clusters Score -5348342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5348376.000000 Penalty: 5090.576172
	Iteration 107Q: 3 clusters Score -5348376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5348406.500000 Penalty: 5090.576172
	Iteration 108Q: 3 clusters Score -5348406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5348457.000000 Penalty: 5090.576172
	Iteration 109Q: 3 clusters Score -5348457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -5348488.500000 Penalty: 5090.576172
	Iteration 110Q: 3 clusters Score -5348488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5348545.000000 Penalty: 5090.576172
	Iteration 111Q: 3 clusters Score -5348545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -5348577.000000 Penalty: 5090.576172
	Iteration 112Q: 3 clusters Score -5348577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5348598.500000 Penalty: 5090.576172
	Iteration 113Q: 3 clusters Score -5348598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -5348638.500000 Penalty: 5090.576172
	Iteration 114Q: 3 clusters Score -5348638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -5348662.000000 Penalty: 5090.576172
	Iteration 115Q: 3 clusters Score -5348662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -5348684.000000 Penalty: 5090.576172
	Iteration 116Q: 3 clusters Score -5348684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5348728.500000 Penalty: 5090.576172
	Iteration 117Q: 3 clusters Score -5348728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5348750.500000 Penalty: 5090.576172
	Iteration 118Q: 3 clusters Score -5348750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5348759.500000 Penalty: 5090.576172
	Iteration 119Q: 3 clusters Score -5348760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5348787.500000 Penalty: 5090.576172
	Iteration 120F: 3 clusters Score -5348788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5348816.500000 Penalty: 5090.576172
	Iteration 121Q: 3 clusters Score -5348816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5348826.000000 Penalty: 5090.576172
	Iteration 122Q: 3 clusters Score -5348826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5348848.500000 Penalty: 5090.576172
	Iteration 123Q: 3 clusters Score -5348848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5348845.000000 Penalty: 5090.576172
	Iteration 124Q: 3 clusters Score -5348845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5348863.000000 Penalty: 5090.576172
	Iteration 125Q: 3 clusters Score -5348863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -5348882.500000 Penalty: 5090.576172
	Iteration 126Q: 3 clusters Score -5348882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5348898.500000 Penalty: 5090.576172
	Iteration 127Q: 3 clusters Score -5348898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5348898.000000 Penalty: 5090.576172
	Iteration 128Q: 3 clusters Score -5348898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5348906.500000 Penalty: 5090.576172
	Iteration 129Q: 3 clusters Score -5348906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -5348912.000000 Penalty: 5090.576172
	Iteration 130Q: 3 clusters Score -5348912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5348910.500000 Penalty: 5090.576172
	Iteration 131Q: 3 clusters Score -5348910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5348914.500000 Penalty: 5090.576172
	Iteration 132Q: 3 clusters Score -5348914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5348924.000000 Penalty: 5090.576172
	Iteration 133Q: 3 clusters Score -5348924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5348936.000000 Penalty: 5090.576172
	Iteration 134Q: 3 clusters Score -5348936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5348938.500000 Penalty: 5090.576172
	Iteration 135Q: 3 clusters Score -5348938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5348943.000000 Penalty: 5090.576172
	Iteration 136Q: 3 clusters Score -5348943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -5348947.500000 Penalty: 5090.576172
	Iteration 137Q: 3 clusters Score -5348948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5348953.000000 Penalty: 5090.576172
	Iteration 138Q: 3 clusters Score -5348953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5348956.000000 Penalty: 5090.576172
	Iteration 139Q: 3 clusters Score -5348956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5348964.000000 Penalty: 5090.576172
	Iteration 140F: 3 clusters Score -5348964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5348963.000000 Penalty: 5090.576172
	Iteration 141Q: 3 clusters Score -5348963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5348966.000000 Penalty: 5090.576172
	Iteration 142Q: 3 clusters Score -5348966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5348971.000000 Penalty: 5090.576172
	Iteration 143Q: 3 clusters Score -5348971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5348968.500000 Penalty: 5090.576172
	Iteration 144Q: 3 clusters Score -5348968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5348968.500000 Penalty: 5090.576172
	Iteration 145F: 3 clusters Score -5348968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -216733.109375 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -216733.1 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: -214713.250000 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -214713.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -215077.343750 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -215077.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -215194.906250 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -215194.9 nChanged 50
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: -215268.250000 Penalty: 3475.320801
	Iteration 3Q: 3 clusters Score -215268.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -215326.484375 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -215326.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -215372.796875 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -215372.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -215435.312500 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -215435.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -215509.593750 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -215509.6 nChanged 28
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: -215569.562500 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -215569.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -215615.109375 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -215615.1 nChanged 25
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: -215648.750000 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -215648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -215668.671875 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -215668.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -215688.781250 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -215688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -215708.187500 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -215708.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -215719.578125 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -215719.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -215731.187500 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -215731.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -215750.625000 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -215750.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -215762.968750 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -215763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -215782.593750 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -215782.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -215794.593750 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -215794.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -215804.625000 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -215804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -215817.765625 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -215817.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -215833.437500 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -215833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -215856.156250 Penalty: 3475.320801
	Iteration 23Q: 3 clusters Score -215856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -215870.484375 Penalty: 3475.320801
	Iteration 24Q: 3 clusters Score -215870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -215889.781250 Penalty: 3475.320801
	Iteration 25Q: 3 clusters Score -215889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -215898.546875 Penalty: 3475.320801
	Iteration 26Q: 3 clusters Score -215898.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -215904.703125 Penalty: 3475.320801
	Iteration 27Q: 3 clusters Score -215904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -215906.000000 Penalty: 3475.320801
	Iteration 28Q: 3 clusters Score -215906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -215907.187500 Penalty: 3475.320801
	Iteration 29Q: 3 clusters Score -215907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -215907.921875 Penalty: 3475.320801
	Iteration 30Q: 3 clusters Score -215907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -215910.203125 Penalty: 3475.320801
	Iteration 31Q: 3 clusters Score -215910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -215913.171875 Penalty: 3475.320801
	Iteration 32Q: 3 clusters Score -215913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -215915.250000 Penalty: 3475.320801
	Iteration 33Q: 3 clusters Score -215915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -215918.375000 Penalty: 3475.320801
	Iteration 34Q: 3 clusters Score -215918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -215918.375000 Penalty: 3475.320801
	Iteration 35F: 3 clusters Score -215918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -1523276.125000 Penalty: 2231.077637
	Iteration 0F: 2 clusters Score -1523276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1516842.875000 Penalty: 4462.155273
	Iteration 0F: 3 clusters Score -1516843 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1518488.625000 Penalty: 4462.155273
	Iteration 1F: 3 clusters Score -1518489 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1518709.250000 Penalty: 4462.155273
	Iteration 2F: 3 clusters Score -1518709 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1518857.750000 Penalty: 4462.155273
	Iteration 3Q: 3 clusters Score -1518858 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1518969.750000 Penalty: 4462.155273
	Iteration 4Q: 3 clusters Score -1518970 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1519050.125000 Penalty: 4462.155273
	Iteration 5Q: 3 clusters Score -1519050 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1519122.625000 Penalty: 4462.155273
	Iteration 6Q: 3 clusters Score -1519123 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1519171.625000 Penalty: 4462.155273
	Iteration 7Q: 3 clusters Score -1519172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1519228.625000 Penalty: 4462.155273
	Iteration 8Q: 3 clusters Score -1519229 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1519281.000000 Penalty: 4462.155273
	Iteration 9Q: 3 clusters Score -1519281 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1519326.875000 Penalty: 4462.155273
	Iteration 10Q: 3 clusters Score -1519327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1519364.000000 Penalty: 4462.155273
	Iteration 11Q: 3 clusters Score -1519364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1519396.375000 Penalty: 4462.155273
	Iteration 12Q: 3 clusters Score -1519396 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1519430.750000 Penalty: 4462.155273
	Iteration 13Q: 3 clusters Score -1519431 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1519472.000000 Penalty: 4462.155273
	Iteration 14Q: 3 clusters Score -1519472 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1519517.750000 Penalty: 4462.155273
	Iteration 15Q: 3 clusters Score -1519518 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1519570.500000 Penalty: 4462.155273
	Iteration 16Q: 3 clusters Score -1519570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1519629.625000 Penalty: 4462.155273
	Iteration 17Q: 3 clusters Score -1519630 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1519686.000000 Penalty: 4462.155273
	Iteration 18Q: 3 clusters Score -1519686 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1519746.750000 Penalty: 4462.155273
	Iteration 19Q: 3 clusters Score -1519747 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1519822.500000 Penalty: 4462.155273
	Iteration 20F: 3 clusters Score -1519822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1519889.875000 Penalty: 4462.155273
	Iteration 21Q: 3 clusters Score -1519890 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1519987.125000 Penalty: 4462.155273
	Iteration 22Q: 3 clusters Score -1519987 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1520101.750000 Penalty: 4462.155273
	Iteration 23Q: 3 clusters Score -1520102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1520221.750000 Penalty: 4462.155273
	Iteration 24Q: 3 clusters Score -1520222 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1520375.750000 Penalty: 4462.155273
	Iteration 25Q: 3 clusters Score -1520376 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1520501.750000 Penalty: 4462.155273
	Iteration 26Q: 3 clusters Score -1520502 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1520617.375000 Penalty: 4462.155273
	Iteration 27Q: 3 clusters Score -1520617 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1520736.125000 Penalty: 4462.155273
	Iteration 28Q: 3 clusters Score -1520736 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1520843.625000 Penalty: 4462.155273
	Iteration 29Q: 3 clusters Score -1520844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1520925.125000 Penalty: 4462.155273
	Iteration 30Q: 3 clusters Score -1520925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1520999.125000 Penalty: 4462.155273
	Iteration 31Q: 3 clusters Score -1520999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1521056.750000 Penalty: 4462.155273
	Iteration 32Q: 3 clusters Score -1521057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1521105.750000 Penalty: 4462.155273
	Iteration 33Q: 3 clusters Score -1521106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1521144.875000 Penalty: 4462.155273
	Iteration 34Q: 3 clusters Score -1521145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1521171.250000 Penalty: 4462.155273
	Iteration 35Q: 3 clusters Score -1521171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1521189.250000 Penalty: 4462.155273
	Iteration 36Q: 3 clusters Score -1521189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1521200.250000 Penalty: 4462.155273
	Iteration 37Q: 3 clusters Score -1521200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1521213.000000 Penalty: 4462.155273
	Iteration 38Q: 3 clusters Score -1521213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1521229.875000 Penalty: 4462.155273
	Iteration 39Q: 3 clusters Score -1521230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1521244.000000 Penalty: 4462.155273
	Iteration 40F: 3 clusters Score -1521244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1521262.375000 Penalty: 4462.155273
	Iteration 41Q: 3 clusters Score -1521262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1521270.625000 Penalty: 4462.155273
	Iteration 42Q: 3 clusters Score -1521271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1521284.250000 Penalty: 4462.155273
	Iteration 43Q: 3 clusters Score -1521284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1521299.875000 Penalty: 4462.155273
	Iteration 44Q: 3 clusters Score -1521300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1521304.250000 Penalty: 4462.155273
	Iteration 45Q: 3 clusters Score -1521304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1521310.875000 Penalty: 4462.155273
	Iteration 46Q: 3 clusters Score -1521311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1521311.500000 Penalty: 4462.155273
	Iteration 47Q: 3 clusters Score -1521312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1521318.000000 Penalty: 4462.155273
	Iteration 48Q: 3 clusters Score -1521318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1521325.875000 Penalty: 4462.155273
	Iteration 49Q: 3 clusters Score -1521326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1521329.625000 Penalty: 4462.155273
	Iteration 50Q: 3 clusters Score -1521330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1521333.375000 Penalty: 4462.155273
	Iteration 51Q: 3 clusters Score -1521333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1521333.375000 Penalty: 4462.155273
	Iteration 52F: 3 clusters Score -1521333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (27278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Entering Unmasked Estep 
Score: -5294452.500000 Penalty: 2533.031250
	Iteration 0F: 2 clusters Score -5294452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -5276300.500000 Penalty: 5066.062500
	Iteration 0F: 3 clusters Score -5276300 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5282937.500000 Penalty: 5066.062500
	Iteration 1F: 3 clusters Score -5282938 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5283311.000000 Penalty: 5066.062500
	Iteration 2Q: 3 clusters Score -5283311 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5283596.000000 Penalty: 5066.062500
	Iteration 3Q: 3 clusters Score -5283596 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5283867.000000 Penalty: 5066.062500
	Iteration 4Q: 3 clusters Score -5283867 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5284124.000000 Penalty: 5066.062500
	Iteration 5Q: 3 clusters Score -5284124 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5284359.000000 Penalty: 5066.062500
	Iteration 6Q: 3 clusters Score -5284359 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5284642.500000 Penalty: 5066.062500
	Iteration 7Q: 3 clusters Score -5284642 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -5285084.000000 Penalty: 5066.062500
	Iteration 8Q: 3 clusters Score -5285084 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5285651.000000 Penalty: 5066.062500
	Iteration 9Q: 3 clusters Score -5285651 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5286484.500000 Penalty: 5066.062500
	Iteration 10F: 3 clusters Score -5286484 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -5287580.000000 Penalty: 5066.062500
	Iteration 11F: 3 clusters Score -5287580 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -5289041.500000 Penalty: 5066.062500
	Iteration 12F: 3 clusters Score -5289042 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -5290283.500000 Penalty: 5066.062500
	Iteration 13Q: 3 clusters Score -5290284 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5291175.500000 Penalty: 5066.062500
	Iteration 14Q: 3 clusters Score -5291176 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5291702.000000 Penalty: 5066.062500
	Iteration 15Q: 3 clusters Score -5291702 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5291949.000000 Penalty: 5066.062500
	Iteration 16Q: 3 clusters Score -5291949 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5292100.000000 Penalty: 5066.062500
	Iteration 17Q: 3 clusters Score -5292100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -5292149.000000 Penalty: 5066.062500
	Iteration 18Q: 3 clusters Score -5292149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5292185.500000 Penalty: 5066.062500
	Iteration 19Q: 3 clusters Score -5292186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -5292217.500000 Penalty: 5066.062500
	Iteration 20F: 3 clusters Score -5292218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5292249.500000 Penalty: 5066.062500
	Iteration 21Q: 3 clusters Score -5292250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -5292260.500000 Penalty: 5066.062500
	Iteration 22Q: 3 clusters Score -5292260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -5292267.000000 Penalty: 5066.062500
	Iteration 23Q: 3 clusters Score -5292267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5292284.500000 Penalty: 5066.062500
	Iteration 24Q: 3 clusters Score -5292284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -5292289.000000 Penalty: 5066.062500
	Iteration 25Q: 3 clusters Score -5292289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -5292289.000000 Penalty: 5066.062500
	Iteration 26Q: 3 clusters Score -5292289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5292289.500000 Penalty: 5066.062500
	Iteration 27Q: 3 clusters Score -5292290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -5292286.500000 Penalty: 5066.062500
	Iteration 28Q: 3 clusters Score -5292286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5292287.500000 Penalty: 5066.062500
	Iteration 29Q: 3 clusters Score -5292288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5292287.500000 Penalty: 5066.062500
	Iteration 30F: 3 clusters Score -5292288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22006.511719 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -22006.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -22176.351562 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22176.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22231.361328 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22231.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22253.908203 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22253.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22280.011719 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -22280.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -22298.935547 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -22298.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22304.541016 Penalty: 2544.429688
	Iteration 6Q: 3 clusters Score -22304.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22307.951172 Penalty: 2544.429688
	Iteration 7Q: 3 clusters Score -22307.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -22307.951172 Penalty: 2544.429688
	Iteration 8F: 3 clusters Score -22307.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Entering Unmasked Estep 
Score: -4052767.500000 Penalty: 2466.672363
	Iteration 0F: 2 clusters Score -4052768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4038404.000000 Penalty: 4933.344727
	Iteration 0F: 3 clusters Score -4038404 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -4043146.500000 Penalty: 4933.344727
	Iteration 1F: 3 clusters Score -4043146 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4043497.750000 Penalty: 4933.344727
	Iteration 2Q: 3 clusters Score -4043498 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -4043767.750000 Penalty: 4933.344727
	Iteration 3Q: 3 clusters Score -4043768 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4043993.250000 Penalty: 4933.344727
	Iteration 4Q: 3 clusters Score -4043993 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4044245.000000 Penalty: 4933.344727
	Iteration 5Q: 3 clusters Score -4044245 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -4044557.000000 Penalty: 4933.344727
	Iteration 6Q: 3 clusters Score -4044557 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4044923.250000 Penalty: 4933.344727
	Iteration 7Q: 3 clusters Score -4044923 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4045403.000000 Penalty: 4933.344727
	Iteration 8Q: 3 clusters Score -4045403 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4046110.500000 Penalty: 4933.344727
	Iteration 9F: 3 clusters Score -4046110 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4046980.500000 Penalty: 4933.344727
	Iteration 10F: 3 clusters Score -4046980 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4047989.000000 Penalty: 4933.344727
	Iteration 11F: 3 clusters Score -4047989 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4048915.750000 Penalty: 4933.344727
	Iteration 12Q: 3 clusters Score -4048916 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4049604.000000 Penalty: 4933.344727
	Iteration 13Q: 3 clusters Score -4049604 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -4050051.000000 Penalty: 4933.344727
	Iteration 14Q: 3 clusters Score -4050051 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4050257.500000 Penalty: 4933.344727
	Iteration 15Q: 3 clusters Score -4050258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4050358.750000 Penalty: 4933.344727
	Iteration 16Q: 3 clusters Score -4050359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4050434.750000 Penalty: 4933.344727
	Iteration 17Q: 3 clusters Score -4050435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4050487.750000 Penalty: 4933.344727
	Iteration 18Q: 3 clusters Score -4050488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4050522.000000 Penalty: 4933.344727
	Iteration 19Q: 3 clusters Score -4050522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4050546.000000 Penalty: 4933.344727
	Iteration 20F: 3 clusters Score -4050546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4050565.250000 Penalty: 4933.344727
	Iteration 21Q: 3 clusters Score -4050565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4050571.000000 Penalty: 4933.344727
	Iteration 22Q: 3 clusters Score -4050571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4050576.250000 Penalty: 4933.344727
	Iteration 23Q: 3 clusters Score -4050576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4050577.250000 Penalty: 4933.344727
	Iteration 24Q: 3 clusters Score -4050577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4050579.500000 Penalty: 4933.344727
	Iteration 25Q: 3 clusters Score -4050580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4050586.750000 Penalty: 4933.344727
	Iteration 26Q: 3 clusters Score -4050587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4050596.500000 Penalty: 4933.344727
	Iteration 27Q: 3 clusters Score -4050596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -4050596.500000 Penalty: 4933.344727
	Iteration 28Q: 3 clusters Score -4050596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4050604.000000 Penalty: 4933.344727
	Iteration 29Q: 3 clusters Score -4050604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4050609.500000 Penalty: 4933.344727
	Iteration 30Q: 3 clusters Score -4050610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4050611.500000 Penalty: 4933.344727
	Iteration 31Q: 3 clusters Score -4050612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4050611.500000 Penalty: 4933.344727
	Iteration 32F: 3 clusters Score -4050612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -180739.093750 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180739.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181030.812500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181030.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181132.359375 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181132.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -181164.515625 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181164.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181184.421875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181184.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -181198.921875 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181198.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -181215.843750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -181227.609375 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181234.328125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181238.765625 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -181241.843750 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181242.625000 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181244.109375 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181246.562500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181246.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181248.687500 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -181251.734375 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -181255.531250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181256.906250 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -181256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181258.906250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -181258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181258.906250 Penalty: 3438.010010
	Iteration 19F: 3 clusters Score -181258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (20479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Entering Unmasked Estep 
Score: -4220551.000000 Penalty: 2461.934570
	Iteration 0F: 2 clusters Score -4220551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4207921.000000 Penalty: 4923.869141
	Iteration 0F: 3 clusters Score -4207921 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4212733.500000 Penalty: 4923.869141
	Iteration 1F: 3 clusters Score -4212734 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -4213064.000000 Penalty: 4923.869141
	Iteration 2F: 3 clusters Score -4213064 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4213319.000000 Penalty: 4923.869141
	Iteration 3Q: 3 clusters Score -4213319 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -4213523.000000 Penalty: 4923.869141
	Iteration 4Q: 3 clusters Score -4213523 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4213749.000000 Penalty: 4923.869141
	Iteration 5Q: 3 clusters Score -4213749 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4213946.500000 Penalty: 4923.869141
	Iteration 6Q: 3 clusters Score -4213946 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -4214096.000000 Penalty: 4923.869141
	Iteration 7Q: 3 clusters Score -4214096 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4214263.500000 Penalty: 4923.869141
	Iteration 8Q: 3 clusters Score -4214264 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4214429.500000 Penalty: 4923.869141
	Iteration 9Q: 3 clusters Score -4214430 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4214591.500000 Penalty: 4923.869141
	Iteration 10Q: 3 clusters Score -4214592 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4214784.500000 Penalty: 4923.869141
	Iteration 11Q: 3 clusters Score -4214784 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -4215052.500000 Penalty: 4923.869141
	Iteration 12Q: 3 clusters Score -4215052 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4215335.000000 Penalty: 4923.869141
	Iteration 13Q: 3 clusters Score -4215335 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4215801.000000 Penalty: 4923.869141
	Iteration 14Q: 3 clusters Score -4215801 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4216303.500000 Penalty: 4923.869141
	Iteration 15Q: 3 clusters Score -4216304 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4216686.000000 Penalty: 4923.869141
	Iteration 16Q: 3 clusters Score -4216686 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4216957.000000 Penalty: 4923.869141
	Iteration 17Q: 3 clusters Score -4216957 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4217134.500000 Penalty: 4923.869141
	Iteration 18Q: 3 clusters Score -4217134 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4217294.000000 Penalty: 4923.869141
	Iteration 19Q: 3 clusters Score -4217294 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4217329.000000 Penalty: 4923.869141
	Iteration 20F: 3 clusters Score -4217329 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4217375.500000 Penalty: 4923.869141
	Iteration 21Q: 3 clusters Score -4217376 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4217444.500000 Penalty: 4923.869141
	Iteration 22Q: 3 clusters Score -4217444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4217504.500000 Penalty: 4923.869141
	Iteration 23Q: 3 clusters Score -4217504 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4217540.000000 Penalty: 4923.869141
	Iteration 24Q: 3 clusters Score -4217540 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4217604.000000 Penalty: 4923.869141
	Iteration 25Q: 3 clusters Score -4217604 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4217651.500000 Penalty: 4923.869141
	Iteration 26Q: 3 clusters Score -4217652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -4217697.500000 Penalty: 4923.869141
	Iteration 27Q: 3 clusters Score -4217698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -4217734.500000 Penalty: 4923.869141
	Iteration 28Q: 3 clusters Score -4217734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4217794.000000 Penalty: 4923.869141
	Iteration 29Q: 3 clusters Score -4217794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4217807.000000 Penalty: 4923.869141
	Iteration 30Q: 3 clusters Score -4217807 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4217826.000000 Penalty: 4923.869141
	Iteration 31Q: 3 clusters Score -4217826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4217855.500000 Penalty: 4923.869141
	Iteration 32Q: 3 clusters Score -4217856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4217878.500000 Penalty: 4923.869141
	Iteration 33Q: 3 clusters Score -4217878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4217912.000000 Penalty: 4923.869141
	Iteration 34Q: 3 clusters Score -4217912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4217947.500000 Penalty: 4923.869141
	Iteration 35Q: 3 clusters Score -4217948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4217963.500000 Penalty: 4923.869141
	Iteration 36Q: 3 clusters Score -4217964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4217977.000000 Penalty: 4923.869141
	Iteration 37Q: 3 clusters Score -4217977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -4217993.500000 Penalty: 4923.869141
	Iteration 38Q: 3 clusters Score -4217994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4217995.000000 Penalty: 4923.869141
	Iteration 39Q: 3 clusters Score -4217995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4218019.500000 Penalty: 4923.869141
	Iteration 40F: 3 clusters Score -4218020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4218040.000000 Penalty: 4923.869141
	Iteration 41Q: 3 clusters Score -4218040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4218039.500000 Penalty: 4923.869141
	Iteration 42Q: 3 clusters Score -4218040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4218039.500000 Penalty: 4923.869141
	Iteration 43Q: 3 clusters Score -4218040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4218051.000000 Penalty: 4923.869141
	Iteration 44Q: 3 clusters Score -4218051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4218061.500000 Penalty: 4923.869141
	Iteration 45Q: 3 clusters Score -4218062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4218065.500000 Penalty: 4923.869141
	Iteration 46Q: 3 clusters Score -4218066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -4218071.000000 Penalty: 4923.869141
	Iteration 47Q: 3 clusters Score -4218071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4218074.500000 Penalty: 4923.869141
	Iteration 48Q: 3 clusters Score -4218074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4218081.000000 Penalty: 4923.869141
	Iteration 49Q: 3 clusters Score -4218081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4218077.000000 Penalty: 4923.869141
	Iteration 50Q: 3 clusters Score -4218077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4218079.000000 Penalty: 4923.869141
	Iteration 51Q: 3 clusters Score -4218079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -4218084.500000 Penalty: 4923.869141
	Iteration 52Q: 3 clusters Score -4218084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -4218081.000000 Penalty: 4923.869141
	Iteration 53Q: 3 clusters Score -4218081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -4218091.500000 Penalty: 4923.869141
	Iteration 54Q: 3 clusters Score -4218092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -4218101.000000 Penalty: 4923.869141
	Iteration 55Q: 3 clusters Score -4218101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4218102.500000 Penalty: 4923.869141
	Iteration 56Q: 3 clusters Score -4218102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -4218117.000000 Penalty: 4923.869141
	Iteration 57Q: 3 clusters Score -4218117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4218128.500000 Penalty: 4923.869141
	Iteration 58Q: 3 clusters Score -4218128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4218137.000000 Penalty: 4923.869141
	Iteration 59Q: 3 clusters Score -4218137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4218142.500000 Penalty: 4923.869141
	Iteration 60F: 3 clusters Score -4218142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4218155.000000 Penalty: 4923.869141
	Iteration 61Q: 3 clusters Score -4218155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -4218161.500000 Penalty: 4923.869141
	Iteration 62Q: 3 clusters Score -4218162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -4218167.500000 Penalty: 4923.869141
	Iteration 63Q: 3 clusters Score -4218168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4218179.000000 Penalty: 4923.869141
	Iteration 64Q: 3 clusters Score -4218179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4218200.000000 Penalty: 4923.869141
	Iteration 65Q: 3 clusters Score -4218200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4218215.500000 Penalty: 4923.869141
	Iteration 66Q: 3 clusters Score -4218216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4218223.000000 Penalty: 4923.869141
	Iteration 67Q: 3 clusters Score -4218223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4218230.500000 Penalty: 4923.869141
	Iteration 68Q: 3 clusters Score -4218230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4218233.000000 Penalty: 4923.869141
	Iteration 69Q: 3 clusters Score -4218233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4218244.500000 Penalty: 4923.869141
	Iteration 70Q: 3 clusters Score -4218244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -4218244.500000 Penalty: 4923.869141
	Iteration 71Q: 3 clusters Score -4218244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4218250.500000 Penalty: 4923.869141
	Iteration 72Q: 3 clusters Score -4218250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4218250.000000 Penalty: 4923.869141
	Iteration 73Q: 3 clusters Score -4218250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4218254.500000 Penalty: 4923.869141
	Iteration 74Q: 3 clusters Score -4218254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -4218260.000000 Penalty: 4923.869141
	Iteration 75Q: 3 clusters Score -4218260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4218258.500000 Penalty: 4923.869141
	Iteration 76Q: 3 clusters Score -4218258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4218271.000000 Penalty: 4923.869141
	Iteration 77Q: 3 clusters Score -4218271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -4218267.000000 Penalty: 4923.869141
	Iteration 78Q: 3 clusters Score -4218267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -4218266.500000 Penalty: 4923.869141
	Iteration 79Q: 3 clusters Score -4218266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4218272.000000 Penalty: 4923.869141
	Iteration 80F: 3 clusters Score -4218272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4218270.500000 Penalty: 4923.869141
	Iteration 81Q: 3 clusters Score -4218270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4218275.500000 Penalty: 4923.869141
	Iteration 82Q: 3 clusters Score -4218276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -4218276.500000 Penalty: 4923.869141
	Iteration 83Q: 3 clusters Score -4218276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -4218276.500000 Penalty: 4923.869141
	Iteration 84Q: 3 clusters Score -4218276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4218276.500000 Penalty: 4923.869141
	Iteration 85Q: 3 clusters Score -4218276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4218276.500000 Penalty: 4923.869141
	Iteration 86F: 3 clusters Score -4218276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (26831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Entering Unmasked Estep 
Score: -5482420.500000 Penalty: 2528.933594
	Iteration 0F: 2 clusters Score -5482420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -5466493.500000 Penalty: 5057.867188
	Iteration 0F: 3 clusters Score -5466494 nChanged 11932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -5473026.500000 Penalty: 5057.867188
	Iteration 1F: 3 clusters Score -5473026 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5473473.000000 Penalty: 5057.867188
	Iteration 2F: 3 clusters Score -5473473 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5473978.500000 Penalty: 5057.867188
	Iteration 3Q: 3 clusters Score -5473978 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -5474525.500000 Penalty: 5057.867188
	Iteration 4Q: 3 clusters Score -5474526 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -5475110.500000 Penalty: 5057.867188
	Iteration 5Q: 3 clusters Score -5475110 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5475880.000000 Penalty: 5057.867188
	Iteration 6Q: 3 clusters Score -5475880 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5476847.500000 Penalty: 5057.867188
	Iteration 7F: 3 clusters Score -5476848 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -5478126.500000 Penalty: 5057.867188
	Iteration 8F: 3 clusters Score -5478126 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5479458.500000 Penalty: 5057.867188
	Iteration 9F: 3 clusters Score -5479458 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -5480444.000000 Penalty: 5057.867188
	Iteration 10F: 3 clusters Score -5480444 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -5481045.000000 Penalty: 5057.867188
	Iteration 11Q: 3 clusters Score -5481045 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5481323.500000 Penalty: 5057.867188
	Iteration 12Q: 3 clusters Score -5481324 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5481554.000000 Penalty: 5057.867188
	Iteration 13Q: 3 clusters Score -5481554 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5481733.500000 Penalty: 5057.867188
	Iteration 14Q: 3 clusters Score -5481734 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5481874.000000 Penalty: 5057.867188
	Iteration 15Q: 3 clusters Score -5481874 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5482010.000000 Penalty: 5057.867188
	Iteration 16Q: 3 clusters Score -5482010 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5482079.500000 Penalty: 5057.867188
	Iteration 17Q: 3 clusters Score -5482080 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5482135.500000 Penalty: 5057.867188
	Iteration 18Q: 3 clusters Score -5482136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5482183.000000 Penalty: 5057.867188
	Iteration 19Q: 3 clusters Score -5482183 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5482238.500000 Penalty: 5057.867188
	Iteration 20F: 3 clusters Score -5482238 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5482241.000000 Penalty: 5057.867188
	Iteration 21Q: 3 clusters Score -5482241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -5482235.500000 Penalty: 5057.867188
	Iteration 22Q: 3 clusters Score -5482236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5482227.000000 Penalty: 5057.867188
	Iteration 23Q: 3 clusters Score -5482227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5482227.500000 Penalty: 5057.867188
	Iteration 24Q: 3 clusters Score -5482228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -5482228.000000 Penalty: 5057.867188
	Iteration 25Q: 3 clusters Score -5482228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -5482230.500000 Penalty: 5057.867188
	Iteration 26Q: 3 clusters Score -5482230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5482218.500000 Penalty: 5057.867188
	Iteration 27Q: 3 clusters Score -5482218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5482225.500000 Penalty: 5057.867188
	Iteration 28Q: 3 clusters Score -5482226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5482226.500000 Penalty: 5057.867188
	Iteration 29Q: 3 clusters Score -5482226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5482234.000000 Penalty: 5057.867188
	Iteration 30Q: 3 clusters Score -5482234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -5482230.000000 Penalty: 5057.867188
	Iteration 31Q: 3 clusters Score -5482230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -5482230.500000 Penalty: 5057.867188
	Iteration 32Q: 3 clusters Score -5482230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -5482227.500000 Penalty: 5057.867188
	Iteration 33Q: 3 clusters Score -5482228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -5482230.500000 Penalty: 5057.867188
	Iteration 34Q: 3 clusters Score -5482230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -5482234.000000 Penalty: 5057.867188
	Iteration 35Q: 3 clusters Score -5482234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5482221.000000 Penalty: 5057.867188
	Iteration 36Q: 3 clusters Score -5482221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5482219.000000 Penalty: 5057.867188
	Iteration 37Q: 3 clusters Score -5482219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -5482220.500000 Penalty: 5057.867188
	Iteration 38Q: 3 clusters Score -5482220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5482218.000000 Penalty: 5057.867188
	Iteration 39Q: 3 clusters Score -5482218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5482221.500000 Penalty: 5057.867188
	Iteration 40F: 3 clusters Score -5482222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5482210.000000 Penalty: 5057.867188
	Iteration 41Q: 3 clusters Score -5482210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5482217.000000 Penalty: 5057.867188
	Iteration 42Q: 3 clusters Score -5482217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5482221.000000 Penalty: 5057.867188
	Iteration 43Q: 3 clusters Score -5482221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5482206.500000 Penalty: 5057.867188
	Iteration 44Q: 3 clusters Score -5482206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5482213.000000 Penalty: 5057.867188
	Iteration 45Q: 3 clusters Score -5482213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5482207.500000 Penalty: 5057.867188
	Iteration 46Q: 3 clusters Score -5482208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5482211.000000 Penalty: 5057.867188
	Iteration 47Q: 3 clusters Score -5482211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5482211.000000 Penalty: 5057.867188
	Iteration 48F: 3 clusters Score -5482211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Entering Unmasked Estep 
Score: -4031501.000000 Penalty: 2450.915527
	Iteration 0F: 2 clusters Score -4031501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -4019263.500000 Penalty: 4901.831055
	Iteration 0F: 3 clusters Score -4019264 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4023891.500000 Penalty: 4901.831055
	Iteration 1F: 3 clusters Score -4023892 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -4024234.750000 Penalty: 4901.831055
	Iteration 2F: 3 clusters Score -4024235 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4024486.750000 Penalty: 4901.831055
	Iteration 3Q: 3 clusters Score -4024487 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4024662.750000 Penalty: 4901.831055
	Iteration 4Q: 3 clusters Score -4024663 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -4024813.500000 Penalty: 4901.831055
	Iteration 5Q: 3 clusters Score -4024814 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4024929.500000 Penalty: 4901.831055
	Iteration 6Q: 3 clusters Score -4024930 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -4025039.000000 Penalty: 4901.831055
	Iteration 7Q: 3 clusters Score -4025039 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4025124.500000 Penalty: 4901.831055
	Iteration 8Q: 3 clusters Score -4025124 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -4025207.000000 Penalty: 4901.831055
	Iteration 9Q: 3 clusters Score -4025207 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -4025282.000000 Penalty: 4901.831055
	Iteration 10Q: 3 clusters Score -4025282 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4025339.250000 Penalty: 4901.831055
	Iteration 11Q: 3 clusters Score -4025339 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4025391.500000 Penalty: 4901.831055
	Iteration 12Q: 3 clusters Score -4025392 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4025448.250000 Penalty: 4901.831055
	Iteration 13Q: 3 clusters Score -4025448 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4025522.750000 Penalty: 4901.831055
	Iteration 14Q: 3 clusters Score -4025523 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -4025608.000000 Penalty: 4901.831055
	Iteration 15Q: 3 clusters Score -4025608 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -4025665.000000 Penalty: 4901.831055
	Iteration 16Q: 3 clusters Score -4025665 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4025745.500000 Penalty: 4901.831055
	Iteration 17Q: 3 clusters Score -4025746 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4025835.000000 Penalty: 4901.831055
	Iteration 18Q: 3 clusters Score -4025835 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -4025964.000000 Penalty: 4901.831055
	Iteration 19Q: 3 clusters Score -4025964 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -4026171.250000 Penalty: 4901.831055
	Iteration 20F: 3 clusters Score -4026171 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -4026385.750000 Penalty: 4901.831055
	Iteration 21Q: 3 clusters Score -4026386 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4026690.750000 Penalty: 4901.831055
	Iteration 22Q: 3 clusters Score -4026691 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -4026972.000000 Penalty: 4901.831055
	Iteration 23Q: 3 clusters Score -4026972 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -4027262.000000 Penalty: 4901.831055
	Iteration 24Q: 3 clusters Score -4027262 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -4027543.000000 Penalty: 4901.831055
	Iteration 25Q: 3 clusters Score -4027543 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4027799.000000 Penalty: 4901.831055
	Iteration 26Q: 3 clusters Score -4027799 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4028011.250000 Penalty: 4901.831055
	Iteration 27Q: 3 clusters Score -4028011 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4028183.750000 Penalty: 4901.831055
	Iteration 28Q: 3 clusters Score -4028184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4028304.250000 Penalty: 4901.831055
	Iteration 29Q: 3 clusters Score -4028304 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -4028425.500000 Penalty: 4901.831055
	Iteration 30Q: 3 clusters Score -4028426 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4028515.750000 Penalty: 4901.831055
	Iteration 31Q: 3 clusters Score -4028516 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -4028594.000000 Penalty: 4901.831055
	Iteration 32Q: 3 clusters Score -4028594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4028686.500000 Penalty: 4901.831055
	Iteration 33Q: 3 clusters Score -4028686 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4028739.750000 Penalty: 4901.831055
	Iteration 34Q: 3 clusters Score -4028740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4028797.250000 Penalty: 4901.831055
	Iteration 35Q: 3 clusters Score -4028797 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4028850.500000 Penalty: 4901.831055
	Iteration 36Q: 3 clusters Score -4028850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -4028910.750000 Penalty: 4901.831055
	Iteration 37Q: 3 clusters Score -4028911 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4028949.500000 Penalty: 4901.831055
	Iteration 38Q: 3 clusters Score -4028950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4028976.500000 Penalty: 4901.831055
	Iteration 39Q: 3 clusters Score -4028976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4028995.000000 Penalty: 4901.831055
	Iteration 40F: 3 clusters Score -4028995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4029010.250000 Penalty: 4901.831055
	Iteration 41Q: 3 clusters Score -4029010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -4029017.750000 Penalty: 4901.831055
	Iteration 42Q: 3 clusters Score -4029018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -4029029.000000 Penalty: 4901.831055
	Iteration 43Q: 3 clusters Score -4029029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4029039.250000 Penalty: 4901.831055
	Iteration 44Q: 3 clusters Score -4029039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4029047.000000 Penalty: 4901.831055
	Iteration 45Q: 3 clusters Score -4029047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4029069.250000 Penalty: 4901.831055
	Iteration 46Q: 3 clusters Score -4029069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4029069.750000 Penalty: 4901.831055
	Iteration 47Q: 3 clusters Score -4029070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4029081.250000 Penalty: 4901.831055
	Iteration 48Q: 3 clusters Score -4029081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4029087.500000 Penalty: 4901.831055
	Iteration 49Q: 3 clusters Score -4029088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4029089.000000 Penalty: 4901.831055
	Iteration 50Q: 3 clusters Score -4029089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4029095.250000 Penalty: 4901.831055
	Iteration 51Q: 3 clusters Score -4029095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4029100.500000 Penalty: 4901.831055
	Iteration 52Q: 3 clusters Score -4029100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -4029101.750000 Penalty: 4901.831055
	Iteration 53Q: 3 clusters Score -4029102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4029104.750000 Penalty: 4901.831055
	Iteration 54Q: 3 clusters Score -4029105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4029105.750000 Penalty: 4901.831055
	Iteration 55Q: 3 clusters Score -4029106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4029105.500000 Penalty: 4901.831055
	Iteration 56Q: 3 clusters Score -4029106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4029104.250000 Penalty: 4901.831055
	Iteration 57Q: 3 clusters Score -4029104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4029102.250000 Penalty: 4901.831055
	Iteration 58Q: 3 clusters Score -4029102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4029100.000000 Penalty: 4901.831055
	Iteration 59Q: 3 clusters Score -4029100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4029098.500000 Penalty: 4901.831055
	Iteration 60F: 3 clusters Score -4029098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -739976.062500 Penalty: 2049.562012
	Iteration 0F: 2 clusters Score -739976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -736172.500000 Penalty: 4099.124023
	Iteration 0F: 3 clusters Score -736172.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -736982.937500 Penalty: 4099.124023
	Iteration 1F: 3 clusters Score -736982.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -737186.875000 Penalty: 4099.124023
	Iteration 2F: 3 clusters Score -737186.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -737304.562500 Penalty: 4099.124023
	Iteration 3Q: 3 clusters Score -737304.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -737374.875000 Penalty: 4099.124023
	Iteration 4Q: 3 clusters Score -737374.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -737431.062500 Penalty: 4099.124023
	Iteration 5Q: 3 clusters Score -737431.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -737474.000000 Penalty: 4099.124023
	Iteration 6Q: 3 clusters Score -737474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -737503.000000 Penalty: 4099.124023
	Iteration 7Q: 3 clusters Score -737503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -737527.000000 Penalty: 4099.124023
	Iteration 8Q: 3 clusters Score -737527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -737544.125000 Penalty: 4099.124023
	Iteration 9Q: 3 clusters Score -737544.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -737555.750000 Penalty: 4099.124023
	Iteration 10Q: 3 clusters Score -737555.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -737567.812500 Penalty: 4099.124023
	Iteration 11Q: 3 clusters Score -737567.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -737575.687500 Penalty: 4099.124023
	Iteration 12Q: 3 clusters Score -737575.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -737584.437500 Penalty: 4099.124023
	Iteration 13Q: 3 clusters Score -737584.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -737590.562500 Penalty: 4099.124023
	Iteration 14Q: 3 clusters Score -737590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -737593.875000 Penalty: 4099.124023
	Iteration 15Q: 3 clusters Score -737593.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -737594.625000 Penalty: 4099.124023
	Iteration 16Q: 3 clusters Score -737594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -737597.062500 Penalty: 4099.124023
	Iteration 17Q: 3 clusters Score -737597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -737601.562500 Penalty: 4099.124023
	Iteration 18Q: 3 clusters Score -737601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -737603.500000 Penalty: 4099.124023
	Iteration 19Q: 3 clusters Score -737603.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -737609.625000 Penalty: 4099.124023
	Iteration 20F: 3 clusters Score -737609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -737613.187500 Penalty: 4099.124023
	Iteration 21Q: 3 clusters Score -737613.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -737620.375000 Penalty: 4099.124023
	Iteration 22Q: 3 clusters Score -737620.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -737627.812500 Penalty: 4099.124023
	Iteration 23Q: 3 clusters Score -737627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -737632.250000 Penalty: 4099.124023
	Iteration 24Q: 3 clusters Score -737632.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -737639.187500 Penalty: 4099.124023
	Iteration 25Q: 3 clusters Score -737639.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -737644.625000 Penalty: 4099.124023
	Iteration 26Q: 3 clusters Score -737644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -737649.562500 Penalty: 4099.124023
	Iteration 27Q: 3 clusters Score -737649.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -737655.187500 Penalty: 4099.124023
	Iteration 28Q: 3 clusters Score -737655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -737660.750000 Penalty: 4099.124023
	Iteration 29Q: 3 clusters Score -737660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -737662.687500 Penalty: 4099.124023
	Iteration 30Q: 3 clusters Score -737662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -737669.875000 Penalty: 4099.124023
	Iteration 31Q: 3 clusters Score -737669.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -737673.125000 Penalty: 4099.124023
	Iteration 32Q: 3 clusters Score -737673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -737677.937500 Penalty: 4099.124023
	Iteration 33Q: 3 clusters Score -737677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -737678.625000 Penalty: 4099.124023
	Iteration 34Q: 3 clusters Score -737678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -737680.250000 Penalty: 4099.124023
	Iteration 35Q: 3 clusters Score -737680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -737680.750000 Penalty: 4099.124023
	Iteration 36Q: 3 clusters Score -737680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -737680.625000 Penalty: 4099.124023
	Iteration 37Q: 3 clusters Score -737680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -737680.625000 Penalty: 4099.124023
	Iteration 38F: 3 clusters Score -737680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16851.939453 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16851.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -16940.906250 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16940.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -16982.730469 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16982.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -17010.429688 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -17010.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -17010.451172 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -17010.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -17021.648438 Penalty: 2418.097900
	Iteration 5Q: 3 clusters Score -17021.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -17021.648438 Penalty: 2418.097900
	Iteration 6F: 3 clusters Score -17021.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Entering Unmasked Estep 
Score: -4220103.000000 Penalty: 2461.522217
	Iteration 0F: 2 clusters Score -4220103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -4207680.500000 Penalty: 4923.044434
	Iteration 0F: 3 clusters Score -4207680 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4212472.500000 Penalty: 4923.044434
	Iteration 1F: 3 clusters Score -4212472 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4212830.500000 Penalty: 4923.044434
	Iteration 2F: 3 clusters Score -4212830 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -4213133.500000 Penalty: 4923.044434
	Iteration 3Q: 3 clusters Score -4213134 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4213358.000000 Penalty: 4923.044434
	Iteration 4Q: 3 clusters Score -4213358 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -4213544.500000 Penalty: 4923.044434
	Iteration 5Q: 3 clusters Score -4213544 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4213700.000000 Penalty: 4923.044434
	Iteration 6Q: 3 clusters Score -4213700 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4213905.500000 Penalty: 4923.044434
	Iteration 7Q: 3 clusters Score -4213906 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -4214157.000000 Penalty: 4923.044434
	Iteration 8Q: 3 clusters Score -4214157 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -4214411.000000 Penalty: 4923.044434
	Iteration 9Q: 3 clusters Score -4214411 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4214805.500000 Penalty: 4923.044434
	Iteration 10Q: 3 clusters Score -4214806 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -4215375.500000 Penalty: 4923.044434
	Iteration 11Q: 3 clusters Score -4215376 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4216010.000000 Penalty: 4923.044434
	Iteration 12Q: 3 clusters Score -4216010 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -4216487.500000 Penalty: 4923.044434
	Iteration 13Q: 3 clusters Score -4216488 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4216979.500000 Penalty: 4923.044434
	Iteration 14Q: 3 clusters Score -4216980 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4217417.500000 Penalty: 4923.044434
	Iteration 15Q: 3 clusters Score -4217418 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4217637.000000 Penalty: 4923.044434
	Iteration 16Q: 3 clusters Score -4217637 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4217715.000000 Penalty: 4923.044434
	Iteration 17Q: 3 clusters Score -4217715 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4217836.500000 Penalty: 4923.044434
	Iteration 18Q: 3 clusters Score -4217836 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4217911.500000 Penalty: 4923.044434
	Iteration 19Q: 3 clusters Score -4217912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4217927.500000 Penalty: 4923.044434
	Iteration 20F: 3 clusters Score -4217928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4217960.500000 Penalty: 4923.044434
	Iteration 21Q: 3 clusters Score -4217960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4217970.000000 Penalty: 4923.044434
	Iteration 22Q: 3 clusters Score -4217970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4218043.500000 Penalty: 4923.044434
	Iteration 23Q: 3 clusters Score -4218044 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4218057.000000 Penalty: 4923.044434
	Iteration 24Q: 3 clusters Score -4218057 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4218100.000000 Penalty: 4923.044434
	Iteration 25Q: 3 clusters Score -4218100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4218144.000000 Penalty: 4923.044434
	Iteration 26Q: 3 clusters Score -4218144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4218178.500000 Penalty: 4923.044434
	Iteration 27Q: 3 clusters Score -4218178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4218179.000000 Penalty: 4923.044434
	Iteration 28Q: 3 clusters Score -4218179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4218175.500000 Penalty: 4923.044434
	Iteration 29Q: 3 clusters Score -4218176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4218153.000000 Penalty: 4923.044434
	Iteration 30Q: 3 clusters Score -4218153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4218183.000000 Penalty: 4923.044434
	Iteration 31Q: 3 clusters Score -4218183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4218215.500000 Penalty: 4923.044434
	Iteration 32Q: 3 clusters Score -4218216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4218186.000000 Penalty: 4923.044434
	Iteration 33Q: 3 clusters Score -4218186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4218231.000000 Penalty: 4923.044434
	Iteration 34Q: 3 clusters Score -4218231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4218264.500000 Penalty: 4923.044434
	Iteration 35Q: 3 clusters Score -4218264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4218269.500000 Penalty: 4923.044434
	Iteration 36Q: 3 clusters Score -4218270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4218283.500000 Penalty: 4923.044434
	Iteration 37Q: 3 clusters Score -4218284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4218277.000000 Penalty: 4923.044434
	Iteration 38Q: 3 clusters Score -4218277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4218271.000000 Penalty: 4923.044434
	Iteration 39Q: 3 clusters Score -4218271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4218273.000000 Penalty: 4923.044434
	Iteration 40F: 3 clusters Score -4218273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4218272.000000 Penalty: 4923.044434
	Iteration 41Q: 3 clusters Score -4218272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4218270.500000 Penalty: 4923.044434
	Iteration 42Q: 3 clusters Score -4218270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4218281.500000 Penalty: 4923.044434
	Iteration 43Q: 3 clusters Score -4218282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4218287.000000 Penalty: 4923.044434
	Iteration 44Q: 3 clusters Score -4218287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4218291.500000 Penalty: 4923.044434
	Iteration 45Q: 3 clusters Score -4218292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4218289.000000 Penalty: 4923.044434
	Iteration 46Q: 3 clusters Score -4218289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4218294.000000 Penalty: 4923.044434
	Iteration 47Q: 3 clusters Score -4218294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4218308.500000 Penalty: 4923.044434
	Iteration 48Q: 3 clusters Score -4218308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4218298.000000 Penalty: 4923.044434
	Iteration 49Q: 3 clusters Score -4218298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4218294.500000 Penalty: 4923.044434
	Iteration 50Q: 3 clusters Score -4218294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4218295.500000 Penalty: 4923.044434
	Iteration 51Q: 3 clusters Score -4218296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4218304.000000 Penalty: 4923.044434
	Iteration 52Q: 3 clusters Score -4218304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4218298.500000 Penalty: 4923.044434
	Iteration 53Q: 3 clusters Score -4218298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -4218308.000000 Penalty: 4923.044434
	Iteration 54Q: 3 clusters Score -4218308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4218302.000000 Penalty: 4923.044434
	Iteration 55Q: 3 clusters Score -4218302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4218311.000000 Penalty: 4923.044434
	Iteration 56Q: 3 clusters Score -4218311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4218311.500000 Penalty: 4923.044434
	Iteration 57Q: 3 clusters Score -4218312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4218301.500000 Penalty: 4923.044434
	Iteration 58Q: 3 clusters Score -4218302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4218311.000000 Penalty: 4923.044434
	Iteration 59Q: 3 clusters Score -4218311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4218319.000000 Penalty: 4923.044434
	Iteration 60F: 3 clusters Score -4218319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4218322.000000 Penalty: 4923.044434
	Iteration 61Q: 3 clusters Score -4218322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4218322.000000 Penalty: 4923.044434
	Iteration 62F: 3 clusters Score -4218322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Entering Unmasked Estep 
Score: -3999103.750000 Penalty: 2448.472656
	Iteration 0F: 2 clusters Score -3999104 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 9728 members 
Entering Unmasked Estep 
Score: -3986926.750000 Penalty: 4896.945312
	Iteration 0F: 3 clusters Score -3986927 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -3991420.000000 Penalty: 4896.945312
	Iteration 1F: 3 clusters Score -3991420 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3991791.500000 Penalty: 4896.945312
	Iteration 2F: 3 clusters Score -3991792 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3992053.000000 Penalty: 4896.945312
	Iteration 3Q: 3 clusters Score -3992053 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3992248.750000 Penalty: 4896.945312
	Iteration 4Q: 3 clusters Score -3992249 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3992407.250000 Penalty: 4896.945312
	Iteration 5Q: 3 clusters Score -3992407 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3992534.500000 Penalty: 4896.945312
	Iteration 6Q: 3 clusters Score -3992534 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3992693.000000 Penalty: 4896.945312
	Iteration 7Q: 3 clusters Score -3992693 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3992871.000000 Penalty: 4896.945312
	Iteration 8Q: 3 clusters Score -3992871 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3993061.750000 Penalty: 4896.945312
	Iteration 9Q: 3 clusters Score -3993062 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3993379.500000 Penalty: 4896.945312
	Iteration 10Q: 3 clusters Score -3993380 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3993878.000000 Penalty: 4896.945312
	Iteration 11Q: 3 clusters Score -3993878 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3994537.500000 Penalty: 4896.945312
	Iteration 12Q: 3 clusters Score -3994538 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3995408.500000 Penalty: 4896.945312
	Iteration 13F: 3 clusters Score -3995408 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3996175.750000 Penalty: 4896.945312
	Iteration 14F: 3 clusters Score -3996176 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3996677.500000 Penalty: 4896.945312
	Iteration 15Q: 3 clusters Score -3996678 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3997065.000000 Penalty: 4896.945312
	Iteration 16Q: 3 clusters Score -3997065 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3997297.500000 Penalty: 4896.945312
	Iteration 17Q: 3 clusters Score -3997298 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3997465.000000 Penalty: 4896.945312
	Iteration 18Q: 3 clusters Score -3997465 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3997552.500000 Penalty: 4896.945312
	Iteration 19Q: 3 clusters Score -3997552 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3997619.500000 Penalty: 4896.945312
	Iteration 20F: 3 clusters Score -3997620 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3997667.750000 Penalty: 4896.945312
	Iteration 21Q: 3 clusters Score -3997668 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3997705.500000 Penalty: 4896.945312
	Iteration 22Q: 3 clusters Score -3997706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -3997740.500000 Penalty: 4896.945312
	Iteration 23Q: 3 clusters Score -3997740 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -3997768.000000 Penalty: 4896.945312
	Iteration 24Q: 3 clusters Score -3997768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3997790.750000 Penalty: 4896.945312
	Iteration 25Q: 3 clusters Score -3997791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3997808.000000 Penalty: 4896.945312
	Iteration 26Q: 3 clusters Score -3997808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3997821.500000 Penalty: 4896.945312
	Iteration 27Q: 3 clusters Score -3997822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3997849.250000 Penalty: 4896.945312
	Iteration 28Q: 3 clusters Score -3997849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3997854.250000 Penalty: 4896.945312
	Iteration 29Q: 3 clusters Score -3997854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3997884.000000 Penalty: 4896.945312
	Iteration 30Q: 3 clusters Score -3997884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3997885.750000 Penalty: 4896.945312
	Iteration 31Q: 3 clusters Score -3997886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3997879.250000 Penalty: 4896.945312
	Iteration 32Q: 3 clusters Score -3997879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3997896.750000 Penalty: 4896.945312
	Iteration 33Q: 3 clusters Score -3997897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3997896.250000 Penalty: 4896.945312
	Iteration 34Q: 3 clusters Score -3997896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -3997890.250000 Penalty: 4896.945312
	Iteration 35Q: 3 clusters Score -3997890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3997888.250000 Penalty: 4896.945312
	Iteration 36Q: 3 clusters Score -3997888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3997887.250000 Penalty: 4896.945312
	Iteration 37Q: 3 clusters Score -3997887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3997888.500000 Penalty: 4896.945312
	Iteration 38Q: 3 clusters Score -3997888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3997883.500000 Penalty: 4896.945312
	Iteration 39Q: 3 clusters Score -3997884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3997885.000000 Penalty: 4896.945312
	Iteration 40F: 3 clusters Score -3997885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3997881.500000 Penalty: 4896.945312
	Iteration 41Q: 3 clusters Score -3997882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3997890.000000 Penalty: 4896.945312
	Iteration 42Q: 3 clusters Score -3997890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3997892.500000 Penalty: 4896.945312
	Iteration 43Q: 3 clusters Score -3997892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3997888.250000 Penalty: 4896.945312
	Iteration 44Q: 3 clusters Score -3997888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3997893.000000 Penalty: 4896.945312
	Iteration 45Q: 3 clusters Score -3997893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3997892.250000 Penalty: 4896.945312
	Iteration 46Q: 3 clusters Score -3997892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3997900.750000 Penalty: 4896.945312
	Iteration 47Q: 3 clusters Score -3997901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3997891.000000 Penalty: 4896.945312
	Iteration 48Q: 3 clusters Score -3997891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3997891.000000 Penalty: 4896.945312
	Iteration 49F: 3 clusters Score -3997891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -5559931.500000 Penalty: 2544.854980
	Iteration 0F: 2 clusters Score -5559932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5541092.000000 Penalty: 5089.709961
	Iteration 0F: 3 clusters Score -5541092 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5548107.000000 Penalty: 5089.709961
	Iteration 1F: 3 clusters Score -5548107 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5548618.000000 Penalty: 5089.709961
	Iteration 2F: 3 clusters Score -5548618 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5549039.000000 Penalty: 5089.709961
	Iteration 3Q: 3 clusters Score -5549039 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5549530.500000 Penalty: 5089.709961
	Iteration 4Q: 3 clusters Score -5549530 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -5550089.500000 Penalty: 5089.709961
	Iteration 5Q: 3 clusters Score -5550090 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5550839.000000 Penalty: 5089.709961
	Iteration 6Q: 3 clusters Score -5550839 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -5551777.500000 Penalty: 5089.709961
	Iteration 7F: 3 clusters Score -5551778 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5552877.000000 Penalty: 5089.709961
	Iteration 8F: 3 clusters Score -5552877 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -5554081.500000 Penalty: 5089.709961
	Iteration 9Q: 3 clusters Score -5554082 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -5555104.000000 Penalty: 5089.709961
	Iteration 10Q: 3 clusters Score -5555104 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -5555909.000000 Penalty: 5089.709961
	Iteration 11Q: 3 clusters Score -5555909 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5556485.000000 Penalty: 5089.709961
	Iteration 12Q: 3 clusters Score -5556485 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -5556890.000000 Penalty: 5089.709961
	Iteration 13Q: 3 clusters Score -5556890 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -5557195.000000 Penalty: 5089.709961
	Iteration 14Q: 3 clusters Score -5557195 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5557386.000000 Penalty: 5089.709961
	Iteration 15Q: 3 clusters Score -5557386 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -5557494.500000 Penalty: 5089.709961
	Iteration 16Q: 3 clusters Score -5557494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5557576.500000 Penalty: 5089.709961
	Iteration 17Q: 3 clusters Score -5557576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5557631.500000 Penalty: 5089.709961
	Iteration 18Q: 3 clusters Score -5557632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -5557665.500000 Penalty: 5089.709961
	Iteration 19Q: 3 clusters Score -5557666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -5557703.000000 Penalty: 5089.709961
	Iteration 20F: 3 clusters Score -5557703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5557728.000000 Penalty: 5089.709961
	Iteration 21Q: 3 clusters Score -5557728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5557759.500000 Penalty: 5089.709961
	Iteration 22Q: 3 clusters Score -5557760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5557782.500000 Penalty: 5089.709961
	Iteration 23Q: 3 clusters Score -5557782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5557799.000000 Penalty: 5089.709961
	Iteration 24Q: 3 clusters Score -5557799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -5557804.500000 Penalty: 5089.709961
	Iteration 25Q: 3 clusters Score -5557804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5557815.000000 Penalty: 5089.709961
	Iteration 26Q: 3 clusters Score -5557815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5557824.000000 Penalty: 5089.709961
	Iteration 27Q: 3 clusters Score -5557824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5557827.500000 Penalty: 5089.709961
	Iteration 28Q: 3 clusters Score -5557828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5557828.000000 Penalty: 5089.709961
	Iteration 29Q: 3 clusters Score -5557828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -5557833.000000 Penalty: 5089.709961
	Iteration 30Q: 3 clusters Score -5557833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -5557836.000000 Penalty: 5089.709961
	Iteration 31Q: 3 clusters Score -5557836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5557843.000000 Penalty: 5089.709961
	Iteration 32Q: 3 clusters Score -5557843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -5557838.500000 Penalty: 5089.709961
	Iteration 33Q: 3 clusters Score -5557838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5557847.000000 Penalty: 5089.709961
	Iteration 34Q: 3 clusters Score -5557847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -5557845.500000 Penalty: 5089.709961
	Iteration 35Q: 3 clusters Score -5557846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5557847.000000 Penalty: 5089.709961
	Iteration 36Q: 3 clusters Score -5557847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -5557848.000000 Penalty: 5089.709961
	Iteration 37Q: 3 clusters Score -5557848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5557850.000000 Penalty: 5089.709961
	Iteration 38Q: 3 clusters Score -5557850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5557846.500000 Penalty: 5089.709961
	Iteration 39Q: 3 clusters Score -5557846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5557841.500000 Penalty: 5089.709961
	Iteration 40F: 3 clusters Score -5557842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5557844.000000 Penalty: 5089.709961
	Iteration 41Q: 3 clusters Score -5557844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -5557844.000000 Penalty: 5089.709961
	Iteration 42F: 3 clusters Score -5557844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184179.343750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184179.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184498.046875 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184595.328125 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184595.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184649.750000 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184685.890625 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184716.296875 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184739.671875 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184756.531250 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184766.250000 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184766.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184777.328125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184777.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184792.593750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184792.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184803.171875 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184817.890625 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184817.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -184834.421875 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184850.921875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184850.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184870.781250 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184870.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184896.812500 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -184896.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184918.046875 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -184918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -184929.234375 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -184929.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184939.203125 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -184939.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184945.984375 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -184946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184948.171875 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -184948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184949.296875 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -184949.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184950.953125 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -184951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184952.078125 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -184952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184952.078125 Penalty: 3444.745361
	Iteration 25F: 3 clusters Score -184952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Entering Unmasked Estep 
Score: -3802570.750000 Penalty: 2435.628906
	Iteration 0F: 2 clusters Score -3802571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3790895.000000 Penalty: 4871.257812
	Iteration 0F: 3 clusters Score -3790895 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3795141.750000 Penalty: 4871.257812
	Iteration 1F: 3 clusters Score -3795142 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3795502.750000 Penalty: 4871.257812
	Iteration 2F: 3 clusters Score -3795503 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3795736.250000 Penalty: 4871.257812
	Iteration 3Q: 3 clusters Score -3795736 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3795925.000000 Penalty: 4871.257812
	Iteration 4Q: 3 clusters Score -3795925 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -3796105.000000 Penalty: 4871.257812
	Iteration 5Q: 3 clusters Score -3796105 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3796250.750000 Penalty: 4871.257812
	Iteration 6Q: 3 clusters Score -3796251 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3796370.000000 Penalty: 4871.257812
	Iteration 7Q: 3 clusters Score -3796370 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3796505.000000 Penalty: 4871.257812
	Iteration 8Q: 3 clusters Score -3796505 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3796643.750000 Penalty: 4871.257812
	Iteration 9Q: 3 clusters Score -3796644 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -3796796.250000 Penalty: 4871.257812
	Iteration 10Q: 3 clusters Score -3796796 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3796955.750000 Penalty: 4871.257812
	Iteration 11Q: 3 clusters Score -3796956 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3797147.250000 Penalty: 4871.257812
	Iteration 12Q: 3 clusters Score -3797147 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3797378.750000 Penalty: 4871.257812
	Iteration 13Q: 3 clusters Score -3797379 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3797635.000000 Penalty: 4871.257812
	Iteration 14Q: 3 clusters Score -3797635 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3798027.500000 Penalty: 4871.257812
	Iteration 15Q: 3 clusters Score -3798028 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3798423.000000 Penalty: 4871.257812
	Iteration 16Q: 3 clusters Score -3798423 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3798667.250000 Penalty: 4871.257812
	Iteration 17Q: 3 clusters Score -3798667 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3798816.250000 Penalty: 4871.257812
	Iteration 18Q: 3 clusters Score -3798816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3798940.750000 Penalty: 4871.257812
	Iteration 19Q: 3 clusters Score -3798941 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3799079.250000 Penalty: 4871.257812
	Iteration 20F: 3 clusters Score -3799079 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3799184.000000 Penalty: 4871.257812
	Iteration 21Q: 3 clusters Score -3799184 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -3799213.750000 Penalty: 4871.257812
	Iteration 22Q: 3 clusters Score -3799214 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3799292.750000 Penalty: 4871.257812
	Iteration 23Q: 3 clusters Score -3799293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -3799346.000000 Penalty: 4871.257812
	Iteration 24Q: 3 clusters Score -3799346 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3799437.250000 Penalty: 4871.257812
	Iteration 25Q: 3 clusters Score -3799437 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3799550.250000 Penalty: 4871.257812
	Iteration 26Q: 3 clusters Score -3799550 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -3799647.750000 Penalty: 4871.257812
	Iteration 27Q: 3 clusters Score -3799648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3799831.750000 Penalty: 4871.257812
	Iteration 28Q: 3 clusters Score -3799832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3799986.250000 Penalty: 4871.257812
	Iteration 29Q: 3 clusters Score -3799986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -3800125.250000 Penalty: 4871.257812
	Iteration 30Q: 3 clusters Score -3800125 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3800304.500000 Penalty: 4871.257812
	Iteration 31Q: 3 clusters Score -3800304 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3800382.250000 Penalty: 4871.257812
	Iteration 32Q: 3 clusters Score -3800382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3800521.000000 Penalty: 4871.257812
	Iteration 33Q: 3 clusters Score -3800521 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3800653.000000 Penalty: 4871.257812
	Iteration 34Q: 3 clusters Score -3800653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3800751.500000 Penalty: 4871.257812
	Iteration 35Q: 3 clusters Score -3800752 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3800779.500000 Penalty: 4871.257812
	Iteration 36Q: 3 clusters Score -3800780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3800825.750000 Penalty: 4871.257812
	Iteration 37Q: 3 clusters Score -3800826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3800907.000000 Penalty: 4871.257812
	Iteration 38Q: 3 clusters Score -3800907 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -3800868.250000 Penalty: 4871.257812
	Iteration 39Q: 3 clusters Score -3800868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -3800958.750000 Penalty: 4871.257812
	Iteration 40F: 3 clusters Score -3800959 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3800995.250000 Penalty: 4871.257812
	Iteration 41Q: 3 clusters Score -3800995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3800999.500000 Penalty: 4871.257812
	Iteration 42Q: 3 clusters Score -3801000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3800993.500000 Penalty: 4871.257812
	Iteration 43Q: 3 clusters Score -3800994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3801055.750000 Penalty: 4871.257812
	Iteration 44Q: 3 clusters Score -3801056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -3801050.500000 Penalty: 4871.257812
	Iteration 45Q: 3 clusters Score -3801050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3801062.750000 Penalty: 4871.257812
	Iteration 46Q: 3 clusters Score -3801063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3801079.000000 Penalty: 4871.257812
	Iteration 47Q: 3 clusters Score -3801079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3801080.750000 Penalty: 4871.257812
	Iteration 48Q: 3 clusters Score -3801081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3801080.000000 Penalty: 4871.257812
	Iteration 49Q: 3 clusters Score -3801080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3801077.250000 Penalty: 4871.257812
	Iteration 50Q: 3 clusters Score -3801077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3801085.750000 Penalty: 4871.257812
	Iteration 51Q: 3 clusters Score -3801086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -3801068.500000 Penalty: 4871.257812
	Iteration 52Q: 3 clusters Score -3801068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3801072.000000 Penalty: 4871.257812
	Iteration 53Q: 3 clusters Score -3801072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3801086.750000 Penalty: 4871.257812
	Iteration 54Q: 3 clusters Score -3801087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3801086.000000 Penalty: 4871.257812
	Iteration 55Q: 3 clusters Score -3801086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -3801084.750000 Penalty: 4871.257812
	Iteration 56Q: 3 clusters Score -3801085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3801076.500000 Penalty: 4871.257812
	Iteration 57Q: 3 clusters Score -3801076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3801076.500000 Penalty: 4871.257812
	Iteration 58F: 3 clusters Score -3801076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Entering Unmasked Estep 
Score: -3882937.250000 Penalty: 2440.785645
	Iteration 0F: 2 clusters Score -3882937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3871215.000000 Penalty: 4881.571289
	Iteration 0F: 3 clusters Score -3871215 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3875564.250000 Penalty: 4881.571289
	Iteration 1F: 3 clusters Score -3875564 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -3875896.750000 Penalty: 4881.571289
	Iteration 2Q: 3 clusters Score -3875897 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3876149.250000 Penalty: 4881.571289
	Iteration 3Q: 3 clusters Score -3876149 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3876392.500000 Penalty: 4881.571289
	Iteration 4Q: 3 clusters Score -3876392 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3876553.250000 Penalty: 4881.571289
	Iteration 5Q: 3 clusters Score -3876553 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3876749.250000 Penalty: 4881.571289
	Iteration 6Q: 3 clusters Score -3876749 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3876903.500000 Penalty: 4881.571289
	Iteration 7Q: 3 clusters Score -3876904 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3877024.500000 Penalty: 4881.571289
	Iteration 8Q: 3 clusters Score -3877024 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3877035.000000 Penalty: 4881.571289
	Iteration 9F: 3 clusters Score -3877035 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3877262.000000 Penalty: 4881.571289
	Iteration 10F: 3 clusters Score -3877262 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3878102.750000 Penalty: 4881.571289
	Iteration 11F: 3 clusters Score -3878103 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -3878876.250000 Penalty: 4881.571289
	Iteration 12Q: 3 clusters Score -3878876 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3879560.250000 Penalty: 4881.571289
	Iteration 13Q: 3 clusters Score -3879560 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3879994.500000 Penalty: 4881.571289
	Iteration 14Q: 3 clusters Score -3879994 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3880236.000000 Penalty: 4881.571289
	Iteration 15Q: 3 clusters Score -3880236 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3880389.750000 Penalty: 4881.571289
	Iteration 16Q: 3 clusters Score -3880390 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3880521.250000 Penalty: 4881.571289
	Iteration 17Q: 3 clusters Score -3880521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3880597.250000 Penalty: 4881.571289
	Iteration 18Q: 3 clusters Score -3880597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3880625.500000 Penalty: 4881.571289
	Iteration 19Q: 3 clusters Score -3880626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3880660.500000 Penalty: 4881.571289
	Iteration 20F: 3 clusters Score -3880660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3880695.500000 Penalty: 4881.571289
	Iteration 21Q: 3 clusters Score -3880696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3880715.250000 Penalty: 4881.571289
	Iteration 22Q: 3 clusters Score -3880715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3880721.750000 Penalty: 4881.571289
	Iteration 23Q: 3 clusters Score -3880722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3880740.000000 Penalty: 4881.571289
	Iteration 24Q: 3 clusters Score -3880740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3880750.500000 Penalty: 4881.571289
	Iteration 25Q: 3 clusters Score -3880750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3880758.500000 Penalty: 4881.571289
	Iteration 26Q: 3 clusters Score -3880758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3880767.250000 Penalty: 4881.571289
	Iteration 27Q: 3 clusters Score -3880767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3880772.250000 Penalty: 4881.571289
	Iteration 28Q: 3 clusters Score -3880772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3880779.000000 Penalty: 4881.571289
	Iteration 29Q: 3 clusters Score -3880779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3880777.750000 Penalty: 4881.571289
	Iteration 30Q: 3 clusters Score -3880778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3880786.250000 Penalty: 4881.571289
	Iteration 31Q: 3 clusters Score -3880786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -3880796.250000 Penalty: 4881.571289
	Iteration 32Q: 3 clusters Score -3880796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -3880801.750000 Penalty: 4881.571289
	Iteration 33Q: 3 clusters Score -3880802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3880802.000000 Penalty: 4881.571289
	Iteration 34Q: 3 clusters Score -3880802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3880805.500000 Penalty: 4881.571289
	Iteration 35Q: 3 clusters Score -3880806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3880805.500000 Penalty: 4881.571289
	Iteration 36Q: 3 clusters Score -3880806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3880808.750000 Penalty: 4881.571289
	Iteration 37Q: 3 clusters Score -3880809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3880807.500000 Penalty: 4881.571289
	Iteration 38Q: 3 clusters Score -3880808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3880810.750000 Penalty: 4881.571289
	Iteration 39Q: 3 clusters Score -3880811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3880808.750000 Penalty: 4881.571289
	Iteration 40F: 3 clusters Score -3880809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -3880813.750000 Penalty: 4881.571289
	Iteration 41Q: 3 clusters Score -3880814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3880814.500000 Penalty: 4881.571289
	Iteration 42Q: 3 clusters Score -3880814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3880819.000000 Penalty: 4881.571289
	Iteration 43Q: 3 clusters Score -3880819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3880819.000000 Penalty: 4881.571289
	Iteration 44Q: 3 clusters Score -3880819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3880815.500000 Penalty: 4881.571289
	Iteration 45Q: 3 clusters Score -3880816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3880817.750000 Penalty: 4881.571289
	Iteration 46Q: 3 clusters Score -3880818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3880819.000000 Penalty: 4881.571289
	Iteration 47Q: 3 clusters Score -3880819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3880821.000000 Penalty: 4881.571289
	Iteration 48Q: 3 clusters Score -3880821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -3880821.000000 Penalty: 4881.571289
	Iteration 49F: 3 clusters Score -3880821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (23706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Entering Unmasked Estep 
Score: -4867829.500000 Penalty: 2498.223877
	Iteration 0F: 2 clusters Score -4867830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4853270.000000 Penalty: 4996.447754
	Iteration 0F: 3 clusters Score -4853270 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4858838.500000 Penalty: 4996.447754
	Iteration 1F: 3 clusters Score -4858838 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4859246.000000 Penalty: 4996.447754
	Iteration 2F: 3 clusters Score -4859246 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4859581.000000 Penalty: 4996.447754
	Iteration 3Q: 3 clusters Score -4859581 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4859949.500000 Penalty: 4996.447754
	Iteration 4Q: 3 clusters Score -4859950 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4860218.500000 Penalty: 4996.447754
	Iteration 5Q: 3 clusters Score -4860218 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4860510.000000 Penalty: 4996.447754
	Iteration 6Q: 3 clusters Score -4860510 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4860822.000000 Penalty: 4996.447754
	Iteration 7Q: 3 clusters Score -4860822 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4861164.000000 Penalty: 4996.447754
	Iteration 8Q: 3 clusters Score -4861164 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4861594.000000 Penalty: 4996.447754
	Iteration 9Q: 3 clusters Score -4861594 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4862099.000000 Penalty: 4996.447754
	Iteration 10Q: 3 clusters Score -4862099 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -4862739.500000 Penalty: 4996.447754
	Iteration 11Q: 3 clusters Score -4862740 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -4863487.000000 Penalty: 4996.447754
	Iteration 12Q: 3 clusters Score -4863487 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4864109.000000 Penalty: 4996.447754
	Iteration 13Q: 3 clusters Score -4864109 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4864484.500000 Penalty: 4996.447754
	Iteration 14Q: 3 clusters Score -4864484 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -4864722.500000 Penalty: 4996.447754
	Iteration 15Q: 3 clusters Score -4864722 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4864852.000000 Penalty: 4996.447754
	Iteration 16Q: 3 clusters Score -4864852 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4865013.500000 Penalty: 4996.447754
	Iteration 17Q: 3 clusters Score -4865014 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4865105.000000 Penalty: 4996.447754
	Iteration 18Q: 3 clusters Score -4865105 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4865202.500000 Penalty: 4996.447754
	Iteration 19Q: 3 clusters Score -4865202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -4865265.000000 Penalty: 4996.447754
	Iteration 20F: 3 clusters Score -4865265 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4865373.000000 Penalty: 4996.447754
	Iteration 21Q: 3 clusters Score -4865373 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4865466.500000 Penalty: 4996.447754
	Iteration 22Q: 3 clusters Score -4865466 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -4865586.500000 Penalty: 4996.447754
	Iteration 23Q: 3 clusters Score -4865586 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4865675.500000 Penalty: 4996.447754
	Iteration 24Q: 3 clusters Score -4865676 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4865773.000000 Penalty: 4996.447754
	Iteration 25Q: 3 clusters Score -4865773 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -4865847.500000 Penalty: 4996.447754
	Iteration 26Q: 3 clusters Score -4865848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -4865908.000000 Penalty: 4996.447754
	Iteration 27Q: 3 clusters Score -4865908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4865976.500000 Penalty: 4996.447754
	Iteration 28Q: 3 clusters Score -4865976 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4866034.500000 Penalty: 4996.447754
	Iteration 29Q: 3 clusters Score -4866034 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4866068.500000 Penalty: 4996.447754
	Iteration 30Q: 3 clusters Score -4866068 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4866099.000000 Penalty: 4996.447754
	Iteration 31Q: 3 clusters Score -4866099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4866142.000000 Penalty: 4996.447754
	Iteration 32Q: 3 clusters Score -4866142 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4866158.000000 Penalty: 4996.447754
	Iteration 33Q: 3 clusters Score -4866158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4866169.500000 Penalty: 4996.447754
	Iteration 34Q: 3 clusters Score -4866170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -4866188.000000 Penalty: 4996.447754
	Iteration 35Q: 3 clusters Score -4866188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4866189.500000 Penalty: 4996.447754
	Iteration 36Q: 3 clusters Score -4866190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -4866189.500000 Penalty: 4996.447754
	Iteration 37Q: 3 clusters Score -4866190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -4866200.500000 Penalty: 4996.447754
	Iteration 38Q: 3 clusters Score -4866200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -4866203.500000 Penalty: 4996.447754
	Iteration 39Q: 3 clusters Score -4866204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4866201.500000 Penalty: 4996.447754
	Iteration 40F: 3 clusters Score -4866202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -4866194.000000 Penalty: 4996.447754
	Iteration 41Q: 3 clusters Score -4866194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -4866199.000000 Penalty: 4996.447754
	Iteration 42Q: 3 clusters Score -4866199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4866213.000000 Penalty: 4996.447754
	Iteration 43Q: 3 clusters Score -4866213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4866211.000000 Penalty: 4996.447754
	Iteration 44Q: 3 clusters Score -4866211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -4866209.500000 Penalty: 4996.447754
	Iteration 45Q: 3 clusters Score -4866210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -4866201.000000 Penalty: 4996.447754
	Iteration 46Q: 3 clusters Score -4866201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4866206.000000 Penalty: 4996.447754
	Iteration 47Q: 3 clusters Score -4866206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4866210.500000 Penalty: 4996.447754
	Iteration 48Q: 3 clusters Score -4866210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4866207.500000 Penalty: 4996.447754
	Iteration 49Q: 3 clusters Score -4866208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4866216.500000 Penalty: 4996.447754
	Iteration 50Q: 3 clusters Score -4866216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4866208.000000 Penalty: 4996.447754
	Iteration 51Q: 3 clusters Score -4866208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4866210.000000 Penalty: 4996.447754
	Iteration 52Q: 3 clusters Score -4866210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4866222.500000 Penalty: 4996.447754
	Iteration 53Q: 3 clusters Score -4866222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -4866224.000000 Penalty: 4996.447754
	Iteration 54Q: 3 clusters Score -4866224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4866222.000000 Penalty: 4996.447754
	Iteration 55Q: 3 clusters Score -4866222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4866222.000000 Penalty: 4996.447754
	Iteration 56F: 3 clusters Score -4866222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Entering Unmasked Estep 
Score: -3744510.500000 Penalty: 2433.465088
	Iteration 0F: 2 clusters Score -3744510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3732703.500000 Penalty: 4866.930176
	Iteration 0F: 3 clusters Score -3732704 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3736994.000000 Penalty: 4866.930176
	Iteration 1F: 3 clusters Score -3736994 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3737385.500000 Penalty: 4866.930176
	Iteration 2F: 3 clusters Score -3737386 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -3737682.250000 Penalty: 4866.930176
	Iteration 3Q: 3 clusters Score -3737682 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3737906.500000 Penalty: 4866.930176
	Iteration 4Q: 3 clusters Score -3737906 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3738090.750000 Penalty: 4866.930176
	Iteration 5Q: 3 clusters Score -3738091 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -3738287.750000 Penalty: 4866.930176
	Iteration 6Q: 3 clusters Score -3738288 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3738472.000000 Penalty: 4866.930176
	Iteration 7Q: 3 clusters Score -3738472 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3738647.000000 Penalty: 4866.930176
	Iteration 8Q: 3 clusters Score -3738647 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -3738816.000000 Penalty: 4866.930176
	Iteration 9Q: 3 clusters Score -3738816 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -3739044.750000 Penalty: 4866.930176
	Iteration 10Q: 3 clusters Score -3739045 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3739272.500000 Penalty: 4866.930176
	Iteration 11Q: 3 clusters Score -3739272 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3739519.750000 Penalty: 4866.930176
	Iteration 12Q: 3 clusters Score -3739520 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3739814.500000 Penalty: 4866.930176
	Iteration 13Q: 3 clusters Score -3739814 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3740126.500000 Penalty: 4866.930176
	Iteration 14Q: 3 clusters Score -3740126 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3740477.000000 Penalty: 4866.930176
	Iteration 15Q: 3 clusters Score -3740477 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3740834.750000 Penalty: 4866.930176
	Iteration 16Q: 3 clusters Score -3740835 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3741116.750000 Penalty: 4866.930176
	Iteration 17Q: 3 clusters Score -3741117 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3741391.000000 Penalty: 4866.930176
	Iteration 18Q: 3 clusters Score -3741391 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3741631.250000 Penalty: 4866.930176
	Iteration 19Q: 3 clusters Score -3741631 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3741811.250000 Penalty: 4866.930176
	Iteration 20F: 3 clusters Score -3741811 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3741964.250000 Penalty: 4866.930176
	Iteration 21Q: 3 clusters Score -3741964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3742075.750000 Penalty: 4866.930176
	Iteration 22Q: 3 clusters Score -3742076 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3742163.500000 Penalty: 4866.930176
	Iteration 23Q: 3 clusters Score -3742164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3742242.000000 Penalty: 4866.930176
	Iteration 24Q: 3 clusters Score -3742242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3742297.000000 Penalty: 4866.930176
	Iteration 25Q: 3 clusters Score -3742297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3742338.500000 Penalty: 4866.930176
	Iteration 26Q: 3 clusters Score -3742338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3742357.000000 Penalty: 4866.930176
	Iteration 27Q: 3 clusters Score -3742357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3742384.250000 Penalty: 4866.930176
	Iteration 28Q: 3 clusters Score -3742384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3742390.500000 Penalty: 4866.930176
	Iteration 29Q: 3 clusters Score -3742390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3742407.250000 Penalty: 4866.930176
	Iteration 30Q: 3 clusters Score -3742407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3742421.750000 Penalty: 4866.930176
	Iteration 31Q: 3 clusters Score -3742422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3742428.500000 Penalty: 4866.930176
	Iteration 32Q: 3 clusters Score -3742428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3742441.250000 Penalty: 4866.930176
	Iteration 33Q: 3 clusters Score -3742441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3742448.250000 Penalty: 4866.930176
	Iteration 34Q: 3 clusters Score -3742448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3742451.500000 Penalty: 4866.930176
	Iteration 35Q: 3 clusters Score -3742452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3742457.500000 Penalty: 4866.930176
	Iteration 36Q: 3 clusters Score -3742458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3742464.500000 Penalty: 4866.930176
	Iteration 37Q: 3 clusters Score -3742464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3742471.250000 Penalty: 4866.930176
	Iteration 38Q: 3 clusters Score -3742471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3742475.000000 Penalty: 4866.930176
	Iteration 39Q: 3 clusters Score -3742475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3742484.500000 Penalty: 4866.930176
	Iteration 40F: 3 clusters Score -3742484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3742482.000000 Penalty: 4866.930176
	Iteration 41Q: 3 clusters Score -3742482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3742478.500000 Penalty: 4866.930176
	Iteration 42Q: 3 clusters Score -3742478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3742486.750000 Penalty: 4866.930176
	Iteration 43Q: 3 clusters Score -3742487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3742485.250000 Penalty: 4866.930176
	Iteration 44Q: 3 clusters Score -3742485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3742485.500000 Penalty: 4866.930176
	Iteration 45Q: 3 clusters Score -3742486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3742487.250000 Penalty: 4866.930176
	Iteration 46Q: 3 clusters Score -3742487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3742487.250000 Penalty: 4866.930176
	Iteration 47F: 3 clusters Score -3742487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Entering Unmasked Estep 
Score: -4117194.750000 Penalty: 2455.182861
	Iteration 0F: 2 clusters Score -4117195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -4104973.500000 Penalty: 4910.365723
	Iteration 0F: 3 clusters Score -4104974 nChanged 8815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4109656.500000 Penalty: 4910.365723
	Iteration 1F: 3 clusters Score -4109656 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -4110045.750000 Penalty: 4910.365723
	Iteration 2F: 3 clusters Score -4110046 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -4110309.250000 Penalty: 4910.365723
	Iteration 3Q: 3 clusters Score -4110309 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4110552.750000 Penalty: 4910.365723
	Iteration 4Q: 3 clusters Score -4110553 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4110741.750000 Penalty: 4910.365723
	Iteration 5Q: 3 clusters Score -4110742 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4110898.000000 Penalty: 4910.365723
	Iteration 6Q: 3 clusters Score -4110898 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -4111104.750000 Penalty: 4910.365723
	Iteration 7F: 3 clusters Score -4111105 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4111234.750000 Penalty: 4910.365723
	Iteration 8F: 3 clusters Score -4111235 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4111537.500000 Penalty: 4910.365723
	Iteration 9F: 3 clusters Score -4111538 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4112295.500000 Penalty: 4910.365723
	Iteration 10F: 3 clusters Score -4112296 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4113033.250000 Penalty: 4910.365723
	Iteration 11F: 3 clusters Score -4113033 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4113622.000000 Penalty: 4910.365723
	Iteration 12Q: 3 clusters Score -4113622 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4114048.250000 Penalty: 4910.365723
	Iteration 13Q: 3 clusters Score -4114048 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4114411.250000 Penalty: 4910.365723
	Iteration 14Q: 3 clusters Score -4114411 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4114622.250000 Penalty: 4910.365723
	Iteration 15Q: 3 clusters Score -4114622 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4114757.250000 Penalty: 4910.365723
	Iteration 16Q: 3 clusters Score -4114757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4114837.750000 Penalty: 4910.365723
	Iteration 17Q: 3 clusters Score -4114838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4114919.500000 Penalty: 4910.365723
	Iteration 18Q: 3 clusters Score -4114920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4114955.250000 Penalty: 4910.365723
	Iteration 19Q: 3 clusters Score -4114955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4114981.250000 Penalty: 4910.365723
	Iteration 20F: 3 clusters Score -4114981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4115010.250000 Penalty: 4910.365723
	Iteration 21Q: 3 clusters Score -4115010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4115035.750000 Penalty: 4910.365723
	Iteration 22Q: 3 clusters Score -4115036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4115048.250000 Penalty: 4910.365723
	Iteration 23Q: 3 clusters Score -4115048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4115052.000000 Penalty: 4910.365723
	Iteration 24Q: 3 clusters Score -4115052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4115058.250000 Penalty: 4910.365723
	Iteration 25Q: 3 clusters Score -4115058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4115062.000000 Penalty: 4910.365723
	Iteration 26Q: 3 clusters Score -4115062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4115064.250000 Penalty: 4910.365723
	Iteration 27Q: 3 clusters Score -4115064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4115065.750000 Penalty: 4910.365723
	Iteration 28Q: 3 clusters Score -4115066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4115069.250000 Penalty: 4910.365723
	Iteration 29Q: 3 clusters Score -4115069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4115070.500000 Penalty: 4910.365723
	Iteration 30Q: 3 clusters Score -4115070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4115070.500000 Penalty: 4910.365723
	Iteration 31F: 3 clusters Score -4115070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23114 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28225 members 
Mstep: Class 5 contains 25605 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25843 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20206 members 
Mstep: Class 12 contains 18207 members 
Mstep: Class 13 contains 19766 members 
Mstep: Class 14 contains 23478 members 
Mstep: Class 15 contains 18187 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 12355 members 
Mstep: Class 18 contains 27872 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26126 members 
Mstep: Class 21 contains 28646 members 
Mstep: Class 22 contains 35972 members 
Mstep: Class 23 contains 25678 members 
Mstep: Class 24 contains 2164 members 
Mstep: Class 25 contains 41694 members 
Mstep: Class 26 contains 14751 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17153 members 
Mstep: Class 29 contains 21685 members 
Mstep: Class 30 contains 19401 members 
Mstep: Class 31 contains 29791 members 
Mstep: Class 32 contains 27924 members 
Mstep: Class 33 contains 28122 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28660 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 27278 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20874 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20479 members 
Mstep: Class 43 contains 26831 members 
Mstep: Class 44 contains 19589 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20445 members 
Mstep: Class 48 contains 19397 members 
Mstep: Class 49 contains 28610 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18418 members 
Mstep: Class 52 contains 18805 members 
Mstep: Class 53 contains 23706 members 
Mstep: Class 54 contains 18258 members 
Mstep: Class 55 contains 19929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177476480.000000 Penalty: 187370.656250
Iteration 279Q: 56 clusters Score -1.774765e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23258 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28242 members 
Mstep: Class 5 contains 25610 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25827 members 
Mstep: Class 9 contains 15770 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 20087 members 
Mstep: Class 12 contains 18200 members 
Mstep: Class 13 contains 19801 members 
Mstep: Class 14 contains 23480 members 
Mstep: Class 15 contains 18173 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 12359 members 
Mstep: Class 18 contains 27867 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26169 members 
Mstep: Class 21 contains 28586 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 25699 members 
Mstep: Class 24 contains 2163 members 
Mstep: Class 25 contains 41669 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17166 members 
Mstep: Class 29 contains 21683 members 
Mstep: Class 30 contains 19392 members 
Mstep: Class 31 contains 29817 members 
Mstep: Class 32 contains 27930 members 
Mstep: Class 33 contains 28133 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28654 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8068 members 
Mstep: Class 38 contains 27243 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20843 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20470 members 
Mstep: Class 43 contains 26789 members 
Mstep: Class 44 contains 19581 members 
Mstep: Class 45 contains 3882 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20442 members 
Mstep: Class 48 contains 19369 members 
Mstep: Class 49 contains 28619 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18419 members 
Mstep: Class 52 contains 18813 members 
Mstep: Class 53 contains 23760 members 
Mstep: Class 54 contains 18273 members 
Mstep: Class 55 contains 19943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177476656.000000 Penalty: 187370.656250
Iteration 280F: 56 clusters Score -1.774767e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23416 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 25630 members 
Mstep: Class 6 contains 8361 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25831 members 
Mstep: Class 9 contains 15736 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19973 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 13 contains 19839 members 
Mstep: Class 14 contains 23478 members 
Mstep: Class 15 contains 18151 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 27860 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26195 members 
Mstep: Class 21 contains 28544 members 
Mstep: Class 22 contains 35905 members 
Mstep: Class 23 contains 25706 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41623 members 
Mstep: Class 26 contains 14910 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17164 members 
Mstep: Class 29 contains 21682 members 
Mstep: Class 30 contains 19370 members 
Mstep: Class 31 contains 29829 members 
Mstep: Class 32 contains 27977 members 
Mstep: Class 33 contains 28141 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28670 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 27196 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20823 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20459 members 
Mstep: Class 43 contains 26775 members 
Mstep: Class 44 contains 19575 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20435 members 
Mstep: Class 48 contains 19366 members 
Mstep: Class 49 contains 28609 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18414 members 
Mstep: Class 52 contains 18813 members 
Mstep: Class 53 contains 23803 members 
Mstep: Class 54 contains 18294 members 
Mstep: Class 55 contains 19949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477056.000000 Penalty: 187370.656250
Iteration 281Q: 56 clusters Score -1.774771e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23579 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28221 members 
Mstep: Class 5 contains 25624 members 
Mstep: Class 6 contains 8356 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25839 members 
Mstep: Class 9 contains 15714 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19865 members 
Mstep: Class 12 contains 18192 members 
Mstep: Class 13 contains 19858 members 
Mstep: Class 14 contains 23500 members 
Mstep: Class 15 contains 18140 members 
Mstep: Class 16 contains 6703 members 
Mstep: Class 17 contains 12361 members 
Mstep: Class 18 contains 27864 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26228 members 
Mstep: Class 21 contains 28509 members 
Mstep: Class 22 contains 35865 members 
Mstep: Class 23 contains 25705 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41574 members 
Mstep: Class 26 contains 14972 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17154 members 
Mstep: Class 29 contains 21686 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 29863 members 
Mstep: Class 32 contains 27985 members 
Mstep: Class 33 contains 28143 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28664 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 27155 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20805 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20451 members 
Mstep: Class 43 contains 26761 members 
Mstep: Class 44 contains 19561 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20435 members 
Mstep: Class 48 contains 19369 members 
Mstep: Class 49 contains 28598 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18417 members 
Mstep: Class 52 contains 18830 members 
Mstep: Class 53 contains 23855 members 
Mstep: Class 54 contains 18317 members 
Mstep: Class 55 contains 19953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477072.000000 Penalty: 187370.656250
Iteration 282Q: 56 clusters Score -1.774771e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23750 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28201 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25840 members 
Mstep: Class 9 contains 15691 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19790 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 19878 members 
Mstep: Class 14 contains 23494 members 
Mstep: Class 15 contains 18125 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 12365 members 
Mstep: Class 18 contains 27867 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26244 members 
Mstep: Class 21 contains 28475 members 
Mstep: Class 22 contains 35846 members 
Mstep: Class 23 contains 25719 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41526 members 
Mstep: Class 26 contains 15047 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17147 members 
Mstep: Class 29 contains 21685 members 
Mstep: Class 30 contains 19357 members 
Mstep: Class 31 contains 29897 members 
Mstep: Class 32 contains 28018 members 
Mstep: Class 33 contains 28135 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28642 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 27132 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20747 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20442 members 
Mstep: Class 43 contains 26739 members 
Mstep: Class 44 contains 19554 members 
Mstep: Class 45 contains 3885 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20425 members 
Mstep: Class 48 contains 19372 members 
Mstep: Class 49 contains 28583 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18424 members 
Mstep: Class 52 contains 18838 members 
Mstep: Class 53 contains 23901 members 
Mstep: Class 54 contains 18331 members 
Mstep: Class 55 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177476912.000000 Penalty: 187370.656250
Iteration 283Q: 56 clusters Score -1.774769e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23907 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28191 members 
Mstep: Class 5 contains 25650 members 
Mstep: Class 6 contains 8360 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25826 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19726 members 
Mstep: Class 12 contains 18178 members 
Mstep: Class 13 contains 19895 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 18118 members 
Mstep: Class 16 contains 6639 members 
Mstep: Class 17 contains 12366 members 
Mstep: Class 18 contains 27868 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26272 members 
Mstep: Class 21 contains 28430 members 
Mstep: Class 22 contains 35838 members 
Mstep: Class 23 contains 25714 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41486 members 
Mstep: Class 26 contains 15113 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17143 members 
Mstep: Class 29 contains 21689 members 
Mstep: Class 30 contains 19351 members 
Mstep: Class 31 contains 29937 members 
Mstep: Class 32 contains 28034 members 
Mstep: Class 33 contains 28147 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28615 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 27108 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20707 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20427 members 
Mstep: Class 43 contains 26691 members 
Mstep: Class 44 contains 19565 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20413 members 
Mstep: Class 48 contains 19383 members 
Mstep: Class 49 contains 28586 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18432 members 
Mstep: Class 52 contains 18845 members 
Mstep: Class 53 contains 23951 members 
Mstep: Class 54 contains 18344 members 
Mstep: Class 55 contains 19963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477088.000000 Penalty: 187370.656250
Iteration 284Q: 56 clusters Score -1.774771e+08 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24086 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28192 members 
Mstep: Class 5 contains 25664 members 
Mstep: Class 6 contains 8364 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25817 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19670 members 
Mstep: Class 12 contains 18179 members 
Mstep: Class 13 contains 19908 members 
Mstep: Class 14 contains 23424 members 
Mstep: Class 15 contains 18104 members 
Mstep: Class 16 contains 6606 members 
Mstep: Class 17 contains 12372 members 
Mstep: Class 18 contains 27876 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26292 members 
Mstep: Class 21 contains 28372 members 
Mstep: Class 22 contains 35812 members 
Mstep: Class 23 contains 25706 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41451 members 
Mstep: Class 26 contains 15194 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17131 members 
Mstep: Class 29 contains 21678 members 
Mstep: Class 30 contains 19340 members 
Mstep: Class 31 contains 29956 members 
Mstep: Class 32 contains 28060 members 
Mstep: Class 33 contains 28173 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28585 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8064 members 
Mstep: Class 38 contains 27092 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20681 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20420 members 
Mstep: Class 43 contains 26636 members 
Mstep: Class 44 contains 19565 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20408 members 
Mstep: Class 48 contains 19396 members 
Mstep: Class 49 contains 28590 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18433 members 
Mstep: Class 52 contains 18842 members 
Mstep: Class 53 contains 24015 members 
Mstep: Class 54 contains 18353 members 
Mstep: Class 55 contains 19959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477344.000000 Penalty: 187370.656250
Iteration 285Q: 56 clusters Score -1.774773e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 28194 members 
Mstep: Class 5 contains 25698 members 
Mstep: Class 6 contains 8361 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25823 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19591 members 
Mstep: Class 12 contains 18189 members 
Mstep: Class 13 contains 19939 members 
Mstep: Class 14 contains 23415 members 
Mstep: Class 15 contains 18086 members 
Mstep: Class 16 contains 6572 members 
Mstep: Class 17 contains 12373 members 
Mstep: Class 18 contains 27869 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26321 members 
Mstep: Class 21 contains 28316 members 
Mstep: Class 22 contains 35802 members 
Mstep: Class 23 contains 25685 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41399 members 
Mstep: Class 26 contains 15280 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 17126 members 
Mstep: Class 29 contains 21681 members 
Mstep: Class 30 contains 19324 members 
Mstep: Class 31 contains 29965 members 
Mstep: Class 32 contains 28066 members 
Mstep: Class 33 contains 28170 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28562 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8062 members 
Mstep: Class 38 contains 27107 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20628 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20418 members 
Mstep: Class 43 contains 26590 members 
Mstep: Class 44 contains 19558 members 
Mstep: Class 45 contains 3881 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20410 members 
Mstep: Class 48 contains 19384 members 
Mstep: Class 49 contains 28607 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18424 members 
Mstep: Class 52 contains 18845 members 
Mstep: Class 53 contains 24093 members 
Mstep: Class 54 contains 18371 members 
Mstep: Class 55 contains 19952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477568.000000 Penalty: 187370.656250
Iteration 286Q: 56 clusters Score -1.774776e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24395 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28181 members 
Mstep: Class 5 contains 25718 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25827 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 18201 members 
Mstep: Class 13 contains 19981 members 
Mstep: Class 14 contains 23405 members 
Mstep: Class 15 contains 18068 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 12380 members 
Mstep: Class 18 contains 27852 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26340 members 
Mstep: Class 21 contains 28301 members 
Mstep: Class 22 contains 35775 members 
Mstep: Class 23 contains 25665 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 41351 members 
Mstep: Class 26 contains 15397 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17108 members 
Mstep: Class 29 contains 21702 members 
Mstep: Class 30 contains 19315 members 
Mstep: Class 31 contains 29986 members 
Mstep: Class 32 contains 28080 members 
Mstep: Class 33 contains 28186 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28564 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8059 members 
Mstep: Class 38 contains 27094 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20547 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20428 members 
Mstep: Class 43 contains 26550 members 
Mstep: Class 44 contains 19540 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20408 members 
Mstep: Class 48 contains 19372 members 
Mstep: Class 49 contains 28596 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18425 members 
Mstep: Class 52 contains 18833 members 
Mstep: Class 53 contains 24147 members 
Mstep: Class 54 contains 18383 members 
Mstep: Class 55 contains 19948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477456.000000 Penalty: 187370.656250
Iteration 287Q: 56 clusters Score -1.774775e+08 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24558 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28175 members 
Mstep: Class 5 contains 25738 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25821 members 
Mstep: Class 9 contains 15549 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19445 members 
Mstep: Class 12 contains 18204 members 
Mstep: Class 13 contains 20022 members 
Mstep: Class 14 contains 23387 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 6510 members 
Mstep: Class 17 contains 12382 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26369 members 
Mstep: Class 21 contains 28263 members 
Mstep: Class 22 contains 35759 members 
Mstep: Class 23 contains 25629 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41324 members 
Mstep: Class 26 contains 15491 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17108 members 
Mstep: Class 29 contains 21703 members 
Mstep: Class 30 contains 19310 members 
Mstep: Class 31 contains 29990 members 
Mstep: Class 32 contains 28096 members 
Mstep: Class 33 contains 28203 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28585 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8058 members 
Mstep: Class 38 contains 27085 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20470 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20431 members 
Mstep: Class 43 contains 26479 members 
Mstep: Class 44 contains 19533 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20401 members 
Mstep: Class 48 contains 19367 members 
Mstep: Class 49 contains 28595 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18437 members 
Mstep: Class 52 contains 18830 members 
Mstep: Class 53 contains 24208 members 
Mstep: Class 54 contains 18389 members 
Mstep: Class 55 contains 19955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477296.000000 Penalty: 187370.656250
Iteration 288Q: 56 clusters Score -1.774773e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24704 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28185 members 
Mstep: Class 5 contains 25769 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25808 members 
Mstep: Class 9 contains 15495 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 18212 members 
Mstep: Class 13 contains 20058 members 
Mstep: Class 14 contains 23346 members 
Mstep: Class 15 contains 18031 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 12385 members 
Mstep: Class 18 contains 27826 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26388 members 
Mstep: Class 21 contains 28236 members 
Mstep: Class 22 contains 35730 members 
Mstep: Class 23 contains 25632 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 41289 members 
Mstep: Class 26 contains 15583 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17092 members 
Mstep: Class 29 contains 21714 members 
Mstep: Class 30 contains 19312 members 
Mstep: Class 31 contains 30014 members 
Mstep: Class 32 contains 28122 members 
Mstep: Class 33 contains 28224 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28614 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8055 members 
Mstep: Class 38 contains 27100 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20391 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20427 members 
Mstep: Class 43 contains 26408 members 
Mstep: Class 44 contains 19535 members 
Mstep: Class 45 contains 3877 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20377 members 
Mstep: Class 48 contains 19351 members 
Mstep: Class 49 contains 28600 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18431 members 
Mstep: Class 52 contains 18838 members 
Mstep: Class 53 contains 24276 members 
Mstep: Class 54 contains 18391 members 
Mstep: Class 55 contains 19961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477280.000000 Penalty: 187370.656250
Iteration 289Q: 56 clusters Score -1.774773e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24846 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28197 members 
Mstep: Class 5 contains 25788 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25792 members 
Mstep: Class 9 contains 15457 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19272 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 20098 members 
Mstep: Class 14 contains 23320 members 
Mstep: Class 15 contains 18012 members 
Mstep: Class 16 contains 6460 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 27831 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26402 members 
Mstep: Class 21 contains 28218 members 
Mstep: Class 22 contains 35708 members 
Mstep: Class 23 contains 25640 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41259 members 
Mstep: Class 26 contains 15666 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17088 members 
Mstep: Class 29 contains 21734 members 
Mstep: Class 30 contains 19301 members 
Mstep: Class 31 contains 30006 members 
Mstep: Class 32 contains 28129 members 
Mstep: Class 33 contains 28238 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28642 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 27108 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20311 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20422 members 
Mstep: Class 43 contains 26331 members 
Mstep: Class 44 contains 19544 members 
Mstep: Class 45 contains 3881 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20360 members 
Mstep: Class 48 contains 19340 members 
Mstep: Class 49 contains 28602 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18424 members 
Mstep: Class 52 contains 18827 members 
Mstep: Class 53 contains 24351 members 
Mstep: Class 54 contains 18399 members 
Mstep: Class 55 contains 19959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477328.000000 Penalty: 187370.656250
Iteration 290Q: 56 clusters Score -1.774773e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24990 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28191 members 
Mstep: Class 5 contains 25809 members 
Mstep: Class 6 contains 8346 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25784 members 
Mstep: Class 9 contains 15408 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 18227 members 
Mstep: Class 13 contains 20132 members 
Mstep: Class 14 contains 23316 members 
Mstep: Class 15 contains 17999 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 27824 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26416 members 
Mstep: Class 21 contains 28197 members 
Mstep: Class 22 contains 35685 members 
Mstep: Class 23 contains 25647 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41236 members 
Mstep: Class 26 contains 15766 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17087 members 
Mstep: Class 29 contains 21750 members 
Mstep: Class 30 contains 19313 members 
Mstep: Class 31 contains 30000 members 
Mstep: Class 32 contains 28138 members 
Mstep: Class 33 contains 28247 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28626 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8056 members 
Mstep: Class 38 contains 27121 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20243 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20404 members 
Mstep: Class 43 contains 26285 members 
Mstep: Class 44 contains 19548 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20354 members 
Mstep: Class 48 contains 19306 members 
Mstep: Class 49 contains 28612 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18426 members 
Mstep: Class 52 contains 18818 members 
Mstep: Class 53 contains 24412 members 
Mstep: Class 54 contains 18419 members 
Mstep: Class 55 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477392.000000 Penalty: 187370.656250
Iteration 291Q: 56 clusters Score -1.774774e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25107 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28165 members 
Mstep: Class 5 contains 25839 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25788 members 
Mstep: Class 9 contains 15378 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 18218 members 
Mstep: Class 13 contains 20182 members 
Mstep: Class 14 contains 23316 members 
Mstep: Class 15 contains 17987 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 12394 members 
Mstep: Class 18 contains 27836 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26445 members 
Mstep: Class 21 contains 28160 members 
Mstep: Class 22 contains 35657 members 
Mstep: Class 23 contains 25648 members 
Mstep: Class 24 contains 2161 members 
Mstep: Class 25 contains 41207 members 
Mstep: Class 26 contains 15872 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 21763 members 
Mstep: Class 30 contains 19331 members 
Mstep: Class 31 contains 29984 members 
Mstep: Class 32 contains 28139 members 
Mstep: Class 33 contains 28275 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28631 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8055 members 
Mstep: Class 38 contains 27128 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20175 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20388 members 
Mstep: Class 43 contains 26245 members 
Mstep: Class 44 contains 19536 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20345 members 
Mstep: Class 48 contains 19260 members 
Mstep: Class 49 contains 28614 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18437 members 
Mstep: Class 52 contains 18820 members 
Mstep: Class 53 contains 24471 members 
Mstep: Class 54 contains 18436 members 
Mstep: Class 55 contains 19954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177477760.000000 Penalty: 187370.656250
Iteration 292Q: 56 clusters Score -1.774778e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25241 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28161 members 
Mstep: Class 5 contains 25871 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25779 members 
Mstep: Class 9 contains 15333 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 19023 members 
Mstep: Class 12 contains 18219 members 
Mstep: Class 13 contains 20252 members 
Mstep: Class 14 contains 23289 members 
Mstep: Class 15 contains 17977 members 
Mstep: Class 16 contains 6372 members 
Mstep: Class 17 contains 12397 members 
Mstep: Class 18 contains 27850 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26462 members 
Mstep: Class 21 contains 28140 members 
Mstep: Class 22 contains 35640 members 
Mstep: Class 23 contains 25651 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41187 members 
Mstep: Class 26 contains 15947 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17048 members 
Mstep: Class 29 contains 21783 members 
Mstep: Class 30 contains 19312 members 
Mstep: Class 31 contains 29959 members 
Mstep: Class 32 contains 28161 members 
Mstep: Class 33 contains 28299 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28621 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 27122 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20140 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20371 members 
Mstep: Class 43 contains 26215 members 
Mstep: Class 44 contains 19525 members 
Mstep: Class 45 contains 3886 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20336 members 
Mstep: Class 48 contains 19220 members 
Mstep: Class 49 contains 28627 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18447 members 
Mstep: Class 52 contains 18822 members 
Mstep: Class 53 contains 24521 members 
Mstep: Class 54 contains 18444 members 
Mstep: Class 55 contains 19949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478016.000000 Penalty: 187370.656250
Iteration 293Q: 56 clusters Score -1.77478e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25361 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28151 members 
Mstep: Class 5 contains 25904 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25758 members 
Mstep: Class 9 contains 15291 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18964 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 20307 members 
Mstep: Class 14 contains 23292 members 
Mstep: Class 15 contains 17966 members 
Mstep: Class 16 contains 6345 members 
Mstep: Class 17 contains 12410 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26480 members 
Mstep: Class 21 contains 28083 members 
Mstep: Class 22 contains 35648 members 
Mstep: Class 23 contains 25637 members 
Mstep: Class 24 contains 2160 members 
Mstep: Class 25 contains 41151 members 
Mstep: Class 26 contains 16034 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17045 members 
Mstep: Class 29 contains 21813 members 
Mstep: Class 30 contains 19298 members 
Mstep: Class 31 contains 29957 members 
Mstep: Class 32 contains 28169 members 
Mstep: Class 33 contains 28313 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28616 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8054 members 
Mstep: Class 38 contains 27141 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20083 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20359 members 
Mstep: Class 43 contains 26183 members 
Mstep: Class 44 contains 19522 members 
Mstep: Class 45 contains 3882 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20307 members 
Mstep: Class 48 contains 19199 members 
Mstep: Class 49 contains 28628 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18441 members 
Mstep: Class 52 contains 18828 members 
Mstep: Class 53 contains 24552 members 
Mstep: Class 54 contains 18466 members 
Mstep: Class 55 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478192.000000 Penalty: 187370.656250
Iteration 294Q: 56 clusters Score -1.774782e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25479 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28168 members 
Mstep: Class 5 contains 25926 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25740 members 
Mstep: Class 9 contains 15246 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18896 members 
Mstep: Class 12 contains 18205 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 23292 members 
Mstep: Class 15 contains 17955 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 17 contains 12415 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26475 members 
Mstep: Class 21 contains 28036 members 
Mstep: Class 22 contains 35674 members 
Mstep: Class 23 contains 25612 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 41099 members 
Mstep: Class 26 contains 16117 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17050 members 
Mstep: Class 29 contains 21818 members 
Mstep: Class 30 contains 19279 members 
Mstep: Class 31 contains 29954 members 
Mstep: Class 32 contains 28174 members 
Mstep: Class 33 contains 28327 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28612 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8052 members 
Mstep: Class 38 contains 27154 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20036 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20355 members 
Mstep: Class 43 contains 26162 members 
Mstep: Class 44 contains 19518 members 
Mstep: Class 45 contains 3883 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20294 members 
Mstep: Class 48 contains 19204 members 
Mstep: Class 49 contains 28657 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18444 members 
Mstep: Class 52 contains 18809 members 
Mstep: Class 53 contains 24547 members 
Mstep: Class 54 contains 18486 members 
Mstep: Class 55 contains 19960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478000.000000 Penalty: 187370.656250
Iteration 295Q: 56 clusters Score -1.77478e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25645 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28178 members 
Mstep: Class 5 contains 25956 members 
Mstep: Class 6 contains 8333 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25735 members 
Mstep: Class 9 contains 15207 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 13 contains 20451 members 
Mstep: Class 14 contains 23288 members 
Mstep: Class 15 contains 17946 members 
Mstep: Class 16 contains 6274 members 
Mstep: Class 17 contains 12423 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 27989 members 
Mstep: Class 22 contains 35694 members 
Mstep: Class 23 contains 25588 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 41062 members 
Mstep: Class 26 contains 16162 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17040 members 
Mstep: Class 29 contains 21819 members 
Mstep: Class 30 contains 19274 members 
Mstep: Class 31 contains 29948 members 
Mstep: Class 32 contains 28171 members 
Mstep: Class 33 contains 28327 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28611 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8049 members 
Mstep: Class 38 contains 27153 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19992 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20333 members 
Mstep: Class 43 contains 26137 members 
Mstep: Class 44 contains 19510 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20287 members 
Mstep: Class 48 contains 19226 members 
Mstep: Class 49 contains 28668 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18447 members 
Mstep: Class 52 contains 18806 members 
Mstep: Class 53 contains 24534 members 
Mstep: Class 54 contains 18511 members 
Mstep: Class 55 contains 19967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478656.000000 Penalty: 187370.656250
Iteration 296Q: 56 clusters Score -1.774787e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25821 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28192 members 
Mstep: Class 5 contains 25988 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25718 members 
Mstep: Class 9 contains 15163 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 18191 members 
Mstep: Class 13 contains 20502 members 
Mstep: Class 14 contains 23264 members 
Mstep: Class 15 contains 17933 members 
Mstep: Class 16 contains 6232 members 
Mstep: Class 17 contains 12430 members 
Mstep: Class 18 contains 27860 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 27944 members 
Mstep: Class 22 contains 35720 members 
Mstep: Class 23 contains 25538 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 41027 members 
Mstep: Class 26 contains 16206 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17027 members 
Mstep: Class 29 contains 21818 members 
Mstep: Class 30 contains 19275 members 
Mstep: Class 31 contains 29992 members 
Mstep: Class 32 contains 28171 members 
Mstep: Class 33 contains 28342 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28601 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8047 members 
Mstep: Class 38 contains 27161 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19940 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20307 members 
Mstep: Class 43 contains 26133 members 
Mstep: Class 44 contains 19520 members 
Mstep: Class 45 contains 3889 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20278 members 
Mstep: Class 48 contains 19247 members 
Mstep: Class 49 contains 28667 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18458 members 
Mstep: Class 52 contains 18802 members 
Mstep: Class 53 contains 24529 members 
Mstep: Class 54 contains 18533 members 
Mstep: Class 55 contains 19967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478672.000000 Penalty: 187370.656250
Iteration 297Q: 56 clusters Score -1.774787e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25963 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28216 members 
Mstep: Class 5 contains 26005 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25716 members 
Mstep: Class 9 contains 15114 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18662 members 
Mstep: Class 12 contains 18199 members 
Mstep: Class 13 contains 20579 members 
Mstep: Class 14 contains 23247 members 
Mstep: Class 15 contains 17914 members 
Mstep: Class 16 contains 6201 members 
Mstep: Class 17 contains 12440 members 
Mstep: Class 18 contains 27883 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26507 members 
Mstep: Class 21 contains 27903 members 
Mstep: Class 22 contains 35760 members 
Mstep: Class 23 contains 25534 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 40967 members 
Mstep: Class 26 contains 16246 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17027 members 
Mstep: Class 29 contains 21810 members 
Mstep: Class 30 contains 19272 members 
Mstep: Class 31 contains 30018 members 
Mstep: Class 32 contains 28148 members 
Mstep: Class 33 contains 28356 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28583 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8046 members 
Mstep: Class 38 contains 27167 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19918 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20279 members 
Mstep: Class 43 contains 26110 members 
Mstep: Class 44 contains 19518 members 
Mstep: Class 45 contains 3889 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20265 members 
Mstep: Class 48 contains 19225 members 
Mstep: Class 49 contains 28648 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18475 members 
Mstep: Class 52 contains 18791 members 
Mstep: Class 53 contains 24535 members 
Mstep: Class 54 contains 18561 members 
Mstep: Class 55 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478960.000000 Penalty: 187370.656250
Iteration 298Q: 56 clusters Score -1.77479e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26115 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28227 members 
Mstep: Class 5 contains 26014 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25713 members 
Mstep: Class 9 contains 15059 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18599 members 
Mstep: Class 12 contains 18207 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 17894 members 
Mstep: Class 16 contains 6157 members 
Mstep: Class 17 contains 12457 members 
Mstep: Class 18 contains 27902 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 27856 members 
Mstep: Class 22 contains 35788 members 
Mstep: Class 23 contains 25545 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 40909 members 
Mstep: Class 26 contains 16320 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17032 members 
Mstep: Class 29 contains 21792 members 
Mstep: Class 30 contains 19275 members 
Mstep: Class 31 contains 30050 members 
Mstep: Class 32 contains 28114 members 
Mstep: Class 33 contains 28353 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28573 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8044 members 
Mstep: Class 38 contains 27177 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19901 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20242 members 
Mstep: Class 43 contains 26095 members 
Mstep: Class 44 contains 19510 members 
Mstep: Class 45 contains 3891 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20255 members 
Mstep: Class 48 contains 19227 members 
Mstep: Class 49 contains 28633 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18484 members 
Mstep: Class 52 contains 18793 members 
Mstep: Class 53 contains 24548 members 
Mstep: Class 54 contains 18587 members 
Mstep: Class 55 contains 19934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478720.000000 Penalty: 187370.656250
Iteration 299Q: 56 clusters Score -1.774787e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26268 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28224 members 
Mstep: Class 5 contains 26020 members 
Mstep: Class 6 contains 8338 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25720 members 
Mstep: Class 9 contains 15011 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 18233 members 
Mstep: Class 13 contains 20695 members 
Mstep: Class 14 contains 23218 members 
Mstep: Class 15 contains 17870 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 12489 members 
Mstep: Class 18 contains 27897 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26508 members 
Mstep: Class 21 contains 27819 members 
Mstep: Class 22 contains 35800 members 
Mstep: Class 23 contains 25544 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 40872 members 
Mstep: Class 26 contains 16390 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17033 members 
Mstep: Class 29 contains 21785 members 
Mstep: Class 30 contains 19256 members 
Mstep: Class 31 contains 30078 members 
Mstep: Class 32 contains 28108 members 
Mstep: Class 33 contains 28363 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28573 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8038 members 
Mstep: Class 38 contains 27207 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19857 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20202 members 
Mstep: Class 43 contains 26083 members 
Mstep: Class 44 contains 19497 members 
Mstep: Class 45 contains 3892 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20269 members 
Mstep: Class 48 contains 19215 members 
Mstep: Class 49 contains 28622 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18483 members 
Mstep: Class 52 contains 18798 members 
Mstep: Class 53 contains 24546 members 
Mstep: Class 54 contains 18616 members 
Mstep: Class 55 contains 19908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479008.000000 Penalty: 187370.656250
Iteration 300F: 56 clusters Score -1.77479e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26420 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28232 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25735 members 
Mstep: Class 9 contains 14954 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 18244 members 
Mstep: Class 13 contains 20738 members 
Mstep: Class 14 contains 23221 members 
Mstep: Class 15 contains 17854 members 
Mstep: Class 16 contains 6095 members 
Mstep: Class 17 contains 12520 members 
Mstep: Class 18 contains 27903 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26513 members 
Mstep: Class 21 contains 27777 members 
Mstep: Class 22 contains 35816 members 
Mstep: Class 23 contains 25525 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 40805 members 
Mstep: Class 26 contains 16476 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 17014 members 
Mstep: Class 29 contains 21793 members 
Mstep: Class 30 contains 19262 members 
Mstep: Class 31 contains 30102 members 
Mstep: Class 32 contains 28074 members 
Mstep: Class 33 contains 28386 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28574 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 27237 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19799 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20154 members 
Mstep: Class 43 contains 26075 members 
Mstep: Class 44 contains 19524 members 
Mstep: Class 45 contains 3890 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20274 members 
Mstep: Class 48 contains 19185 members 
Mstep: Class 49 contains 28615 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18469 members 
Mstep: Class 52 contains 18790 members 
Mstep: Class 53 contains 24565 members 
Mstep: Class 54 contains 18639 members 
Mstep: Class 55 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478976.000000 Penalty: 187370.656250
Iteration 301Q: 56 clusters Score -1.77479e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26584 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 26054 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25754 members 
Mstep: Class 9 contains 14904 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18381 members 
Mstep: Class 12 contains 18241 members 
Mstep: Class 13 contains 20782 members 
Mstep: Class 14 contains 23214 members 
Mstep: Class 15 contains 17847 members 
Mstep: Class 16 contains 6060 members 
Mstep: Class 17 contains 12544 members 
Mstep: Class 18 contains 27900 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 27728 members 
Mstep: Class 22 contains 35816 members 
Mstep: Class 23 contains 25545 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 40726 members 
Mstep: Class 26 contains 16573 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16995 members 
Mstep: Class 29 contains 21791 members 
Mstep: Class 30 contains 19268 members 
Mstep: Class 31 contains 30121 members 
Mstep: Class 32 contains 28053 members 
Mstep: Class 33 contains 28402 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28562 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8033 members 
Mstep: Class 38 contains 27239 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19729 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20129 members 
Mstep: Class 43 contains 26051 members 
Mstep: Class 44 contains 19540 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20276 members 
Mstep: Class 48 contains 19168 members 
Mstep: Class 49 contains 28622 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18471 members 
Mstep: Class 52 contains 18792 members 
Mstep: Class 53 contains 24588 members 
Mstep: Class 54 contains 18651 members 
Mstep: Class 55 contains 19890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478960.000000 Penalty: 187370.656250
Iteration 302Q: 56 clusters Score -1.77479e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26741 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28238 members 
Mstep: Class 5 contains 26093 members 
Mstep: Class 6 contains 8329 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25777 members 
Mstep: Class 9 contains 14862 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18327 members 
Mstep: Class 12 contains 18237 members 
Mstep: Class 13 contains 20835 members 
Mstep: Class 14 contains 23196 members 
Mstep: Class 15 contains 17832 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 12570 members 
Mstep: Class 18 contains 27908 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 27683 members 
Mstep: Class 22 contains 35818 members 
Mstep: Class 23 contains 25547 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 40641 members 
Mstep: Class 26 contains 16705 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16987 members 
Mstep: Class 29 contains 21787 members 
Mstep: Class 30 contains 19272 members 
Mstep: Class 31 contains 30142 members 
Mstep: Class 32 contains 28022 members 
Mstep: Class 33 contains 28412 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28571 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8034 members 
Mstep: Class 38 contains 27245 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19634 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20104 members 
Mstep: Class 43 contains 26021 members 
Mstep: Class 44 contains 19538 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20277 members 
Mstep: Class 48 contains 19147 members 
Mstep: Class 49 contains 28607 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18480 members 
Mstep: Class 52 contains 18785 members 
Mstep: Class 53 contains 24618 members 
Mstep: Class 54 contains 18667 members 
Mstep: Class 55 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479008.000000 Penalty: 187370.656250
Iteration 303Q: 56 clusters Score -1.77479e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26884 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28246 members 
Mstep: Class 5 contains 26119 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25795 members 
Mstep: Class 9 contains 14810 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18258 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 20881 members 
Mstep: Class 14 contains 23200 members 
Mstep: Class 15 contains 17814 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 12591 members 
Mstep: Class 18 contains 27922 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 27645 members 
Mstep: Class 22 contains 35813 members 
Mstep: Class 23 contains 25563 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 40576 members 
Mstep: Class 26 contains 16853 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16975 members 
Mstep: Class 29 contains 21787 members 
Mstep: Class 30 contains 19273 members 
Mstep: Class 31 contains 30168 members 
Mstep: Class 32 contains 27985 members 
Mstep: Class 33 contains 28431 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28559 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8033 members 
Mstep: Class 38 contains 27215 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19533 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20076 members 
Mstep: Class 43 contains 25997 members 
Mstep: Class 44 contains 19533 members 
Mstep: Class 45 contains 3887 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20278 members 
Mstep: Class 48 contains 19127 members 
Mstep: Class 49 contains 28585 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18476 members 
Mstep: Class 52 contains 18778 members 
Mstep: Class 53 contains 24650 members 
Mstep: Class 54 contains 18688 members 
Mstep: Class 55 contains 19868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478848.000000 Penalty: 187370.656250
Iteration 304Q: 56 clusters Score -1.774788e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26984 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28258 members 
Mstep: Class 5 contains 26129 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25816 members 
Mstep: Class 9 contains 14762 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 18284 members 
Mstep: Class 13 contains 20921 members 
Mstep: Class 14 contains 23188 members 
Mstep: Class 15 contains 17807 members 
Mstep: Class 16 contains 5990 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 27925 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26514 members 
Mstep: Class 21 contains 27591 members 
Mstep: Class 22 contains 35819 members 
Mstep: Class 23 contains 25575 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 40512 members 
Mstep: Class 26 contains 17004 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16972 members 
Mstep: Class 29 contains 21788 members 
Mstep: Class 30 contains 19270 members 
Mstep: Class 31 contains 30178 members 
Mstep: Class 32 contains 27974 members 
Mstep: Class 33 contains 28441 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28593 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8034 members 
Mstep: Class 38 contains 27204 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19435 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20039 members 
Mstep: Class 43 contains 25961 members 
Mstep: Class 44 contains 19533 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20286 members 
Mstep: Class 48 contains 19113 members 
Mstep: Class 49 contains 28550 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18469 members 
Mstep: Class 52 contains 18766 members 
Mstep: Class 53 contains 24709 members 
Mstep: Class 54 contains 18712 members 
Mstep: Class 55 contains 19859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177478352.000000 Penalty: 187370.656250
Iteration 305Q: 56 clusters Score -1.774784e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27103 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28260 members 
Mstep: Class 5 contains 26135 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 14716 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18097 members 
Mstep: Class 12 contains 18297 members 
Mstep: Class 13 contains 20970 members 
Mstep: Class 14 contains 23164 members 
Mstep: Class 15 contains 17800 members 
Mstep: Class 16 contains 5967 members 
Mstep: Class 17 contains 12650 members 
Mstep: Class 18 contains 27936 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 27561 members 
Mstep: Class 22 contains 35824 members 
Mstep: Class 23 contains 25586 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 40439 members 
Mstep: Class 26 contains 17154 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16978 members 
Mstep: Class 29 contains 21790 members 
Mstep: Class 30 contains 19274 members 
Mstep: Class 31 contains 30189 members 
Mstep: Class 32 contains 27975 members 
Mstep: Class 33 contains 28464 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28610 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8034 members 
Mstep: Class 38 contains 27163 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19354 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 20018 members 
Mstep: Class 43 contains 25935 members 
Mstep: Class 44 contains 19513 members 
Mstep: Class 45 contains 3884 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20294 members 
Mstep: Class 48 contains 19076 members 
Mstep: Class 49 contains 28501 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18466 members 
Mstep: Class 52 contains 18763 members 
Mstep: Class 53 contains 24760 members 
Mstep: Class 54 contains 18733 members 
Mstep: Class 55 contains 19851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479152.000000 Penalty: 187370.656250
Iteration 306Q: 56 clusters Score -1.774792e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27217 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28259 members 
Mstep: Class 5 contains 26139 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 14681 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 18019 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 21037 members 
Mstep: Class 14 contains 23140 members 
Mstep: Class 15 contains 17803 members 
Mstep: Class 16 contains 5938 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 27933 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26528 members 
Mstep: Class 21 contains 27541 members 
Mstep: Class 22 contains 35802 members 
Mstep: Class 23 contains 25624 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 40366 members 
Mstep: Class 26 contains 17278 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16974 members 
Mstep: Class 29 contains 21778 members 
Mstep: Class 30 contains 19286 members 
Mstep: Class 31 contains 30205 members 
Mstep: Class 32 contains 27974 members 
Mstep: Class 33 contains 28494 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28627 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8037 members 
Mstep: Class 38 contains 27137 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19277 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19993 members 
Mstep: Class 43 contains 25887 members 
Mstep: Class 44 contains 19509 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20296 members 
Mstep: Class 48 contains 19045 members 
Mstep: Class 49 contains 28469 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18470 members 
Mstep: Class 52 contains 18757 members 
Mstep: Class 53 contains 24806 members 
Mstep: Class 54 contains 18767 members 
Mstep: Class 55 contains 19843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479520.000000 Penalty: 187370.656250
Iteration 307Q: 56 clusters Score -1.774795e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27308 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28270 members 
Mstep: Class 5 contains 26136 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25916 members 
Mstep: Class 9 contains 14639 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17963 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 21093 members 
Mstep: Class 14 contains 23141 members 
Mstep: Class 15 contains 17787 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 12690 members 
Mstep: Class 18 contains 27949 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 27519 members 
Mstep: Class 22 contains 35786 members 
Mstep: Class 23 contains 25637 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 40269 members 
Mstep: Class 26 contains 17414 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16974 members 
Mstep: Class 29 contains 21771 members 
Mstep: Class 30 contains 19282 members 
Mstep: Class 31 contains 30245 members 
Mstep: Class 32 contains 27970 members 
Mstep: Class 33 contains 28522 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28660 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8039 members 
Mstep: Class 38 contains 27120 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19170 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19959 members 
Mstep: Class 43 contains 25842 members 
Mstep: Class 44 contains 19508 members 
Mstep: Class 45 contains 3881 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20299 members 
Mstep: Class 48 contains 19032 members 
Mstep: Class 49 contains 28442 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18471 members 
Mstep: Class 52 contains 18750 members 
Mstep: Class 53 contains 24824 members 
Mstep: Class 54 contains 18796 members 
Mstep: Class 55 contains 19836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479264.000000 Penalty: 187370.656250
Iteration 308Q: 56 clusters Score -1.774793e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 27377 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28285 members 
Mstep: Class 5 contains 26155 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25934 members 
Mstep: Class 9 contains 14600 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17905 members 
Mstep: Class 12 contains 18328 members 
Mstep: Class 13 contains 21154 members 
Mstep: Class 14 contains 23151 members 
Mstep: Class 15 contains 17772 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 12705 members 
Mstep: Class 18 contains 27947 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 27490 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 25661 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 40183 members 
Mstep: Class 26 contains 17543 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16972 members 
Mstep: Class 29 contains 21768 members 
Mstep: Class 30 contains 19272 members 
Mstep: Class 31 contains 30290 members 
Mstep: Class 32 contains 27995 members 
Mstep: Class 33 contains 28522 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28675 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8042 members 
Mstep: Class 38 contains 27087 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19079 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19937 members 
Mstep: Class 43 contains 25798 members 
Mstep: Class 44 contains 19501 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20307 members 
Mstep: Class 48 contains 19036 members 
Mstep: Class 49 contains 28427 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18479 members 
Mstep: Class 52 contains 18744 members 
Mstep: Class 53 contains 24854 members 
Mstep: Class 54 contains 18815 members 
Mstep: Class 55 contains 19830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479344.000000 Penalty: 187370.656250
Iteration 309Q: 56 clusters Score -1.774793e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27436 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28296 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 8299 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25960 members 
Mstep: Class 9 contains 14572 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17834 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 17766 members 
Mstep: Class 16 contains 5881 members 
Mstep: Class 17 contains 12727 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26514 members 
Mstep: Class 21 contains 27465 members 
Mstep: Class 22 contains 35741 members 
Mstep: Class 23 contains 25702 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 40129 members 
Mstep: Class 26 contains 17648 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16984 members 
Mstep: Class 29 contains 21758 members 
Mstep: Class 30 contains 19264 members 
Mstep: Class 31 contains 30329 members 
Mstep: Class 32 contains 28016 members 
Mstep: Class 33 contains 28533 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28688 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8042 members 
Mstep: Class 38 contains 27046 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18986 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19925 members 
Mstep: Class 43 contains 25753 members 
Mstep: Class 44 contains 19507 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20307 members 
Mstep: Class 48 contains 19061 members 
Mstep: Class 49 contains 28402 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18486 members 
Mstep: Class 52 contains 18742 members 
Mstep: Class 53 contains 24871 members 
Mstep: Class 54 contains 18815 members 
Mstep: Class 55 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479632.000000 Penalty: 187370.656250
Iteration 310Q: 56 clusters Score -1.774796e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27512 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28310 members 
Mstep: Class 5 contains 26150 members 
Mstep: Class 6 contains 8300 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25985 members 
Mstep: Class 9 contains 14551 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17775 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 17751 members 
Mstep: Class 16 contains 5857 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 27952 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26508 members 
Mstep: Class 21 contains 27462 members 
Mstep: Class 22 contains 35736 members 
Mstep: Class 23 contains 25753 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 40069 members 
Mstep: Class 26 contains 17724 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16989 members 
Mstep: Class 29 contains 21757 members 
Mstep: Class 30 contains 19246 members 
Mstep: Class 31 contains 30369 members 
Mstep: Class 32 contains 28019 members 
Mstep: Class 33 contains 28528 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28689 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8044 members 
Mstep: Class 38 contains 26991 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18897 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19905 members 
Mstep: Class 43 contains 25730 members 
Mstep: Class 44 contains 19517 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20315 members 
Mstep: Class 48 contains 19078 members 
Mstep: Class 49 contains 28414 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18502 members 
Mstep: Class 52 contains 18738 members 
Mstep: Class 53 contains 24883 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 19807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479744.000000 Penalty: 187370.656250
Iteration 311Q: 56 clusters Score -1.774797e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27589 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28320 members 
Mstep: Class 5 contains 26151 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 25994 members 
Mstep: Class 9 contains 14532 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 18342 members 
Mstep: Class 13 contains 21290 members 
Mstep: Class 14 contains 23136 members 
Mstep: Class 15 contains 17738 members 
Mstep: Class 16 contains 5821 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 27975 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 27446 members 
Mstep: Class 22 contains 35762 members 
Mstep: Class 23 contains 25821 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 39991 members 
Mstep: Class 26 contains 17818 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16992 members 
Mstep: Class 29 contains 21740 members 
Mstep: Class 30 contains 19229 members 
Mstep: Class 31 contains 30419 members 
Mstep: Class 32 contains 28002 members 
Mstep: Class 33 contains 28542 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28688 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8041 members 
Mstep: Class 38 contains 26940 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18801 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19905 members 
Mstep: Class 43 contains 25702 members 
Mstep: Class 44 contains 19511 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20319 members 
Mstep: Class 48 contains 19107 members 
Mstep: Class 49 contains 28417 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18506 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 24904 members 
Mstep: Class 54 contains 18817 members 
Mstep: Class 55 contains 19794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479472.000000 Penalty: 187370.656250
Iteration 312Q: 56 clusters Score -1.774795e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27663 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 26137 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26010 members 
Mstep: Class 9 contains 14509 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17671 members 
Mstep: Class 12 contains 18345 members 
Mstep: Class 13 contains 21331 members 
Mstep: Class 14 contains 23125 members 
Mstep: Class 15 contains 17716 members 
Mstep: Class 16 contains 5791 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 27978 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26514 members 
Mstep: Class 21 contains 27441 members 
Mstep: Class 22 contains 35770 members 
Mstep: Class 23 contains 25914 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 39932 members 
Mstep: Class 26 contains 17909 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 16997 members 
Mstep: Class 29 contains 21750 members 
Mstep: Class 30 contains 19198 members 
Mstep: Class 31 contains 30456 members 
Mstep: Class 32 contains 28006 members 
Mstep: Class 33 contains 28558 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28679 members 
Mstep: Class 36 contains 1102 members 
Mstep: Class 37 contains 8036 members 
Mstep: Class 38 contains 26875 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18730 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19899 members 
Mstep: Class 43 contains 25667 members 
Mstep: Class 44 contains 19509 members 
Mstep: Class 45 contains 3872 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20313 members 
Mstep: Class 48 contains 19118 members 
Mstep: Class 49 contains 28419 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18528 members 
Mstep: Class 52 contains 18731 members 
Mstep: Class 53 contains 24921 members 
Mstep: Class 54 contains 18810 members 
Mstep: Class 55 contains 19781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479488.000000 Penalty: 187370.656250
Iteration 313Q: 56 clusters Score -1.774795e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 26105 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26018 members 
Mstep: Class 9 contains 14468 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17641 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 21356 members 
Mstep: Class 14 contains 23101 members 
Mstep: Class 15 contains 17704 members 
Mstep: Class 16 contains 5760 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27990 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 27436 members 
Mstep: Class 22 contains 35761 members 
Mstep: Class 23 contains 25991 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 39879 members 
Mstep: Class 26 contains 18004 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17005 members 
Mstep: Class 29 contains 21754 members 
Mstep: Class 30 contains 19196 members 
Mstep: Class 31 contains 30483 members 
Mstep: Class 32 contains 28007 members 
Mstep: Class 33 contains 28580 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28691 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 8035 members 
Mstep: Class 38 contains 26825 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18681 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19884 members 
Mstep: Class 43 contains 25652 members 
Mstep: Class 44 contains 19505 members 
Mstep: Class 45 contains 3873 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20313 members 
Mstep: Class 48 contains 19125 members 
Mstep: Class 49 contains 28430 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18520 members 
Mstep: Class 52 contains 18736 members 
Mstep: Class 53 contains 24919 members 
Mstep: Class 54 contains 18809 members 
Mstep: Class 55 contains 19774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479536.000000 Penalty: 187370.656250
Iteration 314Q: 56 clusters Score -1.774795e+08 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27794 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 26081 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26039 members 
Mstep: Class 9 contains 14431 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17607 members 
Mstep: Class 12 contains 18359 members 
Mstep: Class 13 contains 21379 members 
Mstep: Class 14 contains 23083 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 5730 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 27427 members 
Mstep: Class 22 contains 35772 members 
Mstep: Class 23 contains 26073 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 39823 members 
Mstep: Class 26 contains 18108 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17011 members 
Mstep: Class 29 contains 21772 members 
Mstep: Class 30 contains 19185 members 
Mstep: Class 31 contains 30504 members 
Mstep: Class 32 contains 28023 members 
Mstep: Class 33 contains 28593 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28714 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8031 members 
Mstep: Class 38 contains 26743 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18621 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19870 members 
Mstep: Class 43 contains 25660 members 
Mstep: Class 44 contains 19506 members 
Mstep: Class 45 contains 3873 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20314 members 
Mstep: Class 48 contains 19128 members 
Mstep: Class 49 contains 28429 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18514 members 
Mstep: Class 52 contains 18740 members 
Mstep: Class 53 contains 24921 members 
Mstep: Class 54 contains 18810 members 
Mstep: Class 55 contains 19745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479968.000000 Penalty: 187370.656250
Iteration 315Q: 56 clusters Score -1.7748e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27887 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28346 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 8279 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26077 members 
Mstep: Class 9 contains 14401 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17549 members 
Mstep: Class 12 contains 18371 members 
Mstep: Class 13 contains 21406 members 
Mstep: Class 14 contains 23086 members 
Mstep: Class 15 contains 17669 members 
Mstep: Class 16 contains 5706 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27982 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 27412 members 
Mstep: Class 22 contains 35775 members 
Mstep: Class 23 contains 26157 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 39755 members 
Mstep: Class 26 contains 18198 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17018 members 
Mstep: Class 29 contains 21778 members 
Mstep: Class 30 contains 19173 members 
Mstep: Class 31 contains 30515 members 
Mstep: Class 32 contains 28036 members 
Mstep: Class 33 contains 28609 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28733 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8031 members 
Mstep: Class 38 contains 26653 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18574 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19859 members 
Mstep: Class 43 contains 25668 members 
Mstep: Class 44 contains 19504 members 
Mstep: Class 45 contains 3874 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20306 members 
Mstep: Class 48 contains 19136 members 
Mstep: Class 49 contains 28435 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18509 members 
Mstep: Class 52 contains 18742 members 
Mstep: Class 53 contains 24917 members 
Mstep: Class 54 contains 18827 members 
Mstep: Class 55 contains 19734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479680.000000 Penalty: 187370.656250
Iteration 316Q: 56 clusters Score -1.774797e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27977 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28339 members 
Mstep: Class 5 contains 26004 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26095 members 
Mstep: Class 9 contains 14360 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 18381 members 
Mstep: Class 13 contains 21448 members 
Mstep: Class 14 contains 23080 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 27968 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26481 members 
Mstep: Class 21 contains 27417 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 26233 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 39704 members 
Mstep: Class 26 contains 18295 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17016 members 
Mstep: Class 29 contains 21770 members 
Mstep: Class 30 contains 19173 members 
Mstep: Class 31 contains 30549 members 
Mstep: Class 32 contains 28059 members 
Mstep: Class 33 contains 28616 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28759 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8032 members 
Mstep: Class 38 contains 26556 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18483 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19835 members 
Mstep: Class 43 contains 25674 members 
Mstep: Class 44 contains 19502 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20320 members 
Mstep: Class 48 contains 19135 members 
Mstep: Class 49 contains 28450 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18500 members 
Mstep: Class 52 contains 18761 members 
Mstep: Class 53 contains 24906 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479840.000000 Penalty: 187370.656250
Iteration 317Q: 56 clusters Score -1.774798e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28063 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28332 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26125 members 
Mstep: Class 9 contains 14326 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17475 members 
Mstep: Class 12 contains 18391 members 
Mstep: Class 13 contains 21478 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 17659 members 
Mstep: Class 16 contains 5670 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 27972 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26460 members 
Mstep: Class 21 contains 27394 members 
Mstep: Class 22 contains 35794 members 
Mstep: Class 23 contains 26312 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 39620 members 
Mstep: Class 26 contains 18377 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17026 members 
Mstep: Class 29 contains 21760 members 
Mstep: Class 30 contains 19158 members 
Mstep: Class 31 contains 30549 members 
Mstep: Class 32 contains 28064 members 
Mstep: Class 33 contains 28648 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28776 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 8031 members 
Mstep: Class 38 contains 26477 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18413 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19814 members 
Mstep: Class 43 contains 25671 members 
Mstep: Class 44 contains 19505 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20340 members 
Mstep: Class 48 contains 19152 members 
Mstep: Class 49 contains 28462 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18485 members 
Mstep: Class 52 contains 18762 members 
Mstep: Class 53 contains 24901 members 
Mstep: Class 54 contains 18854 members 
Mstep: Class 55 contains 19711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480016.000000 Penalty: 187370.656250
Iteration 318Q: 56 clusters Score -1.7748e+08 nChanged 2105
Entering ConstructFrom: 
Score: -177480016.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -151735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -149931.250000 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -149931.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -150208.875000 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -150208.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -150324.531250 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -150324.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150401.125000 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -150401.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150453.453125 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -150453.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150481.609375 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -150481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150488.921875 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -150488.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150503.171875 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -150503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150522.000000 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -150522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150527.250000 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -150527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150530.718750 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -150530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150530.718750 Penalty: 3327.209717
	Iteration 11F: 3 clusters Score -150530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Entering Unmasked Estep 
Score: -5383261.000000 Penalty: 2540.623535
	Iteration 0F: 2 clusters Score -5383261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5363951.000000 Penalty: 5081.247070
	Iteration 0F: 3 clusters Score -5363951 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -5370797.000000 Penalty: 5081.247070
	Iteration 1F: 3 clusters Score -5370797 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -5371159.500000 Penalty: 5081.247070
	Iteration 2Q: 3 clusters Score -5371160 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -5371459.500000 Penalty: 5081.247070
	Iteration 3Q: 3 clusters Score -5371460 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5371748.500000 Penalty: 5081.247070
	Iteration 4Q: 3 clusters Score -5371748 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5371997.500000 Penalty: 5081.247070
	Iteration 5Q: 3 clusters Score -5371998 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5372228.000000 Penalty: 5081.247070
	Iteration 6Q: 3 clusters Score -5372228 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5372442.000000 Penalty: 5081.247070
	Iteration 7Q: 3 clusters Score -5372442 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -5372644.000000 Penalty: 5081.247070
	Iteration 8Q: 3 clusters Score -5372644 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -5372848.500000 Penalty: 5081.247070
	Iteration 9Q: 3 clusters Score -5372848 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -5373047.500000 Penalty: 5081.247070
	Iteration 10Q: 3 clusters Score -5373048 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5373284.500000 Penalty: 5081.247070
	Iteration 11Q: 3 clusters Score -5373284 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -5373541.500000 Penalty: 5081.247070
	Iteration 12Q: 3 clusters Score -5373542 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5373774.000000 Penalty: 5081.247070
	Iteration 13Q: 3 clusters Score -5373774 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -5374019.500000 Penalty: 5081.247070
	Iteration 14Q: 3 clusters Score -5374020 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -5374323.000000 Penalty: 5081.247070
	Iteration 15Q: 3 clusters Score -5374323 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5374744.000000 Penalty: 5081.247070
	Iteration 16Q: 3 clusters Score -5374744 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -5375203.500000 Penalty: 5081.247070
	Iteration 17Q: 3 clusters Score -5375204 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5375853.500000 Penalty: 5081.247070
	Iteration 18Q: 3 clusters Score -5375854 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5376579.500000 Penalty: 5081.247070
	Iteration 19Q: 3 clusters Score -5376580 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5377196.500000 Penalty: 5081.247070
	Iteration 20F: 3 clusters Score -5377196 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5377561.500000 Penalty: 5081.247070
	Iteration 21Q: 3 clusters Score -5377562 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5377793.000000 Penalty: 5081.247070
	Iteration 22Q: 3 clusters Score -5377793 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5377902.500000 Penalty: 5081.247070
	Iteration 23Q: 3 clusters Score -5377902 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5377987.000000 Penalty: 5081.247070
	Iteration 24Q: 3 clusters Score -5377987 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -5378068.000000 Penalty: 5081.247070
	Iteration 25Q: 3 clusters Score -5378068 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -5378128.500000 Penalty: 5081.247070
	Iteration 26Q: 3 clusters Score -5378128 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -5378195.000000 Penalty: 5081.247070
	Iteration 27Q: 3 clusters Score -5378195 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5378273.500000 Penalty: 5081.247070
	Iteration 28Q: 3 clusters Score -5378274 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -5378311.000000 Penalty: 5081.247070
	Iteration 29Q: 3 clusters Score -5378311 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -5378368.000000 Penalty: 5081.247070
	Iteration 30Q: 3 clusters Score -5378368 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5378424.000000 Penalty: 5081.247070
	Iteration 31Q: 3 clusters Score -5378424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -5378487.500000 Penalty: 5081.247070
	Iteration 32Q: 3 clusters Score -5378488 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5378538.500000 Penalty: 5081.247070
	Iteration 33Q: 3 clusters Score -5378538 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -5378585.500000 Penalty: 5081.247070
	Iteration 34Q: 3 clusters Score -5378586 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -5378641.000000 Penalty: 5081.247070
	Iteration 35Q: 3 clusters Score -5378641 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5378704.000000 Penalty: 5081.247070
	Iteration 36Q: 3 clusters Score -5378704 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5378771.000000 Penalty: 5081.247070
	Iteration 37Q: 3 clusters Score -5378771 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5378829.000000 Penalty: 5081.247070
	Iteration 38Q: 3 clusters Score -5378829 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5378920.500000 Penalty: 5081.247070
	Iteration 39Q: 3 clusters Score -5378920 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5379056.000000 Penalty: 5081.247070
	Iteration 40F: 3 clusters Score -5379056 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5379163.000000 Penalty: 5081.247070
	Iteration 41Q: 3 clusters Score -5379163 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -5379267.500000 Penalty: 5081.247070
	Iteration 42Q: 3 clusters Score -5379268 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -5379396.000000 Penalty: 5081.247070
	Iteration 43Q: 3 clusters Score -5379396 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5379519.000000 Penalty: 5081.247070
	Iteration 44Q: 3 clusters Score -5379519 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5379624.500000 Penalty: 5081.247070
	Iteration 45Q: 3 clusters Score -5379624 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5379689.000000 Penalty: 5081.247070
	Iteration 46Q: 3 clusters Score -5379689 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5379776.500000 Penalty: 5081.247070
	Iteration 47Q: 3 clusters Score -5379776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -5379874.500000 Penalty: 5081.247070
	Iteration 48Q: 3 clusters Score -5379874 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5379985.500000 Penalty: 5081.247070
	Iteration 49Q: 3 clusters Score -5379986 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -5380072.000000 Penalty: 5081.247070
	Iteration 50Q: 3 clusters Score -5380072 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -5380173.000000 Penalty: 5081.247070
	Iteration 51Q: 3 clusters Score -5380173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -5380287.000000 Penalty: 5081.247070
	Iteration 52Q: 3 clusters Score -5380287 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5380369.000000 Penalty: 5081.247070
	Iteration 53Q: 3 clusters Score -5380369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5380452.000000 Penalty: 5081.247070
	Iteration 54Q: 3 clusters Score -5380452 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5380531.000000 Penalty: 5081.247070
	Iteration 55Q: 3 clusters Score -5380531 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5380603.000000 Penalty: 5081.247070
	Iteration 56Q: 3 clusters Score -5380603 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5380663.500000 Penalty: 5081.247070
	Iteration 57Q: 3 clusters Score -5380664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5380708.500000 Penalty: 5081.247070
	Iteration 58Q: 3 clusters Score -5380708 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5380758.500000 Penalty: 5081.247070
	Iteration 59Q: 3 clusters Score -5380758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -5380793.500000 Penalty: 5081.247070
	Iteration 60F: 3 clusters Score -5380794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -5380832.500000 Penalty: 5081.247070
	Iteration 61Q: 3 clusters Score -5380832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5380845.500000 Penalty: 5081.247070
	Iteration 62Q: 3 clusters Score -5380846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5380869.000000 Penalty: 5081.247070
	Iteration 63Q: 3 clusters Score -5380869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -5380893.500000 Penalty: 5081.247070
	Iteration 64Q: 3 clusters Score -5380894 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5380921.000000 Penalty: 5081.247070
	Iteration 65Q: 3 clusters Score -5380921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5380939.000000 Penalty: 5081.247070
	Iteration 66Q: 3 clusters Score -5380939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5380954.500000 Penalty: 5081.247070
	Iteration 67Q: 3 clusters Score -5380954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5380971.000000 Penalty: 5081.247070
	Iteration 68Q: 3 clusters Score -5380971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5380979.000000 Penalty: 5081.247070
	Iteration 69Q: 3 clusters Score -5380979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5380983.500000 Penalty: 5081.247070
	Iteration 70Q: 3 clusters Score -5380984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5380980.000000 Penalty: 5081.247070
	Iteration 71Q: 3 clusters Score -5380980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -5380984.500000 Penalty: 5081.247070
	Iteration 72Q: 3 clusters Score -5380984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -5380997.000000 Penalty: 5081.247070
	Iteration 73Q: 3 clusters Score -5380997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -5381001.000000 Penalty: 5081.247070
	Iteration 74Q: 3 clusters Score -5381001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5381001.500000 Penalty: 5081.247070
	Iteration 75Q: 3 clusters Score -5381002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5381002.500000 Penalty: 5081.247070
	Iteration 76Q: 3 clusters Score -5381002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5381014.500000 Penalty: 5081.247070
	Iteration 77Q: 3 clusters Score -5381014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5381023.500000 Penalty: 5081.247070
	Iteration 78Q: 3 clusters Score -5381024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5381032.500000 Penalty: 5081.247070
	Iteration 79Q: 3 clusters Score -5381032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -5381035.500000 Penalty: 5081.247070
	Iteration 80F: 3 clusters Score -5381036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5381032.500000 Penalty: 5081.247070
	Iteration 81Q: 3 clusters Score -5381032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5381035.500000 Penalty: 5081.247070
	Iteration 82Q: 3 clusters Score -5381036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5381035.500000 Penalty: 5081.247070
	Iteration 83F: 3 clusters Score -5381036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -224852.765625 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -224852.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -222772.968750 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -222773 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223119.953125 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -223120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -223288.031250 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -223288 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -223390.468750 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -223390.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -223467.640625 Penalty: 3535.335938
	Iteration 4Q: 3 clusters Score -223467.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -223516.375000 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -223516.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -223545.640625 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -223545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -223564.109375 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -223564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223576.406250 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -223576.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223584.031250 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -223584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -223595.703125 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -223595.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -223604.437500 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -223604.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -223608.015625 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -223608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -223614.484375 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -223614.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -223619.875000 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -223619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -223622.046875 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -223622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -223623.546875 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -223623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -223624.156250 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -223624.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -223624.156250 Penalty: 3535.335938
	Iteration 18F: 3 clusters Score -223624.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Entering Unmasked Estep 
Score: -5269910.500000 Penalty: 2542.302002
	Iteration 0F: 2 clusters Score -5269910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5250993.500000 Penalty: 5084.604004
	Iteration 0F: 3 clusters Score -5250994 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -5257776.500000 Penalty: 5084.604004
	Iteration 1F: 3 clusters Score -5257776 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -5258223.000000 Penalty: 5084.604004
	Iteration 2Q: 3 clusters Score -5258223 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -5258568.500000 Penalty: 5084.604004
	Iteration 3Q: 3 clusters Score -5258568 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5258920.000000 Penalty: 5084.604004
	Iteration 4Q: 3 clusters Score -5258920 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5259235.000000 Penalty: 5084.604004
	Iteration 5Q: 3 clusters Score -5259235 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -5259584.000000 Penalty: 5084.604004
	Iteration 6Q: 3 clusters Score -5259584 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -5260059.500000 Penalty: 5084.604004
	Iteration 7Q: 3 clusters Score -5260060 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5260633.000000 Penalty: 5084.604004
	Iteration 8Q: 3 clusters Score -5260633 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5261380.000000 Penalty: 5084.604004
	Iteration 9Q: 3 clusters Score -5261380 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -5262350.500000 Penalty: 5084.604004
	Iteration 10F: 3 clusters Score -5262350 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5263458.500000 Penalty: 5084.604004
	Iteration 11F: 3 clusters Score -5263458 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5264509.000000 Penalty: 5084.604004
	Iteration 12Q: 3 clusters Score -5264509 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5265396.500000 Penalty: 5084.604004
	Iteration 13Q: 3 clusters Score -5265396 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5266055.000000 Penalty: 5084.604004
	Iteration 14Q: 3 clusters Score -5266055 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5266454.500000 Penalty: 5084.604004
	Iteration 15Q: 3 clusters Score -5266454 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -5266711.500000 Penalty: 5084.604004
	Iteration 16Q: 3 clusters Score -5266712 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5266962.000000 Penalty: 5084.604004
	Iteration 17Q: 3 clusters Score -5266962 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5267152.000000 Penalty: 5084.604004
	Iteration 18Q: 3 clusters Score -5267152 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5267315.000000 Penalty: 5084.604004
	Iteration 19Q: 3 clusters Score -5267315 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5267442.000000 Penalty: 5084.604004
	Iteration 20F: 3 clusters Score -5267442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5267550.500000 Penalty: 5084.604004
	Iteration 21Q: 3 clusters Score -5267550 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5267631.000000 Penalty: 5084.604004
	Iteration 22Q: 3 clusters Score -5267631 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5267707.500000 Penalty: 5084.604004
	Iteration 23Q: 3 clusters Score -5267708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5267765.500000 Penalty: 5084.604004
	Iteration 24Q: 3 clusters Score -5267766 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5267792.500000 Penalty: 5084.604004
	Iteration 25Q: 3 clusters Score -5267792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5267799.000000 Penalty: 5084.604004
	Iteration 26Q: 3 clusters Score -5267799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5267832.000000 Penalty: 5084.604004
	Iteration 27Q: 3 clusters Score -5267832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5267846.500000 Penalty: 5084.604004
	Iteration 28Q: 3 clusters Score -5267846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5267854.000000 Penalty: 5084.604004
	Iteration 29Q: 3 clusters Score -5267854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5267869.000000 Penalty: 5084.604004
	Iteration 30Q: 3 clusters Score -5267869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5267867.000000 Penalty: 5084.604004
	Iteration 31Q: 3 clusters Score -5267867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5267868.500000 Penalty: 5084.604004
	Iteration 32Q: 3 clusters Score -5267868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5267867.000000 Penalty: 5084.604004
	Iteration 33Q: 3 clusters Score -5267867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5267865.000000 Penalty: 5084.604004
	Iteration 34Q: 3 clusters Score -5267865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5267870.000000 Penalty: 5084.604004
	Iteration 35Q: 3 clusters Score -5267870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5267871.500000 Penalty: 5084.604004
	Iteration 36Q: 3 clusters Score -5267872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5267878.500000 Penalty: 5084.604004
	Iteration 37Q: 3 clusters Score -5267878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5267883.000000 Penalty: 5084.604004
	Iteration 38Q: 3 clusters Score -5267883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5267886.000000 Penalty: 5084.604004
	Iteration 39Q: 3 clusters Score -5267886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5267893.000000 Penalty: 5084.604004
	Iteration 40F: 3 clusters Score -5267893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5267892.500000 Penalty: 5084.604004
	Iteration 41Q: 3 clusters Score -5267892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5267897.500000 Penalty: 5084.604004
	Iteration 42Q: 3 clusters Score -5267898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5267899.500000 Penalty: 5084.604004
	Iteration 43Q: 3 clusters Score -5267900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5267900.500000 Penalty: 5084.604004
	Iteration 44Q: 3 clusters Score -5267900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5267900.500000 Penalty: 5084.604004
	Iteration 45Q: 3 clusters Score -5267900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5267904.000000 Penalty: 5084.604004
	Iteration 46Q: 3 clusters Score -5267904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5267904.500000 Penalty: 5084.604004
	Iteration 47Q: 3 clusters Score -5267904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5267901.500000 Penalty: 5084.604004
	Iteration 48Q: 3 clusters Score -5267902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5267904.000000 Penalty: 5084.604004
	Iteration 49Q: 3 clusters Score -5267904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5267900.000000 Penalty: 5084.604004
	Iteration 50Q: 3 clusters Score -5267900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5267898.000000 Penalty: 5084.604004
	Iteration 51Q: 3 clusters Score -5267898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5267898.000000 Penalty: 5084.604004
	Iteration 52F: 3 clusters Score -5267898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Entering Unmasked Estep 
Score: -4842649.000000 Penalty: 2520.873535
	Iteration 0F: 2 clusters Score -4842649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -4824813.500000 Penalty: 5041.747070
	Iteration 0F: 3 clusters Score -4824814 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -4830897.000000 Penalty: 5041.747070
	Iteration 1F: 3 clusters Score -4830897 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4831307.000000 Penalty: 5041.747070
	Iteration 2Q: 3 clusters Score -4831307 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -4831665.500000 Penalty: 5041.747070
	Iteration 3Q: 3 clusters Score -4831666 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -4832017.000000 Penalty: 5041.747070
	Iteration 4Q: 3 clusters Score -4832017 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4832362.500000 Penalty: 5041.747070
	Iteration 5Q: 3 clusters Score -4832362 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -4832765.500000 Penalty: 5041.747070
	Iteration 6Q: 3 clusters Score -4832766 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4833378.000000 Penalty: 5041.747070
	Iteration 7Q: 3 clusters Score -4833378 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4834068.500000 Penalty: 5041.747070
	Iteration 8Q: 3 clusters Score -4834068 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4834855.000000 Penalty: 5041.747070
	Iteration 9Q: 3 clusters Score -4834855 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4835686.500000 Penalty: 5041.747070
	Iteration 10Q: 3 clusters Score -4835686 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -4836499.000000 Penalty: 5041.747070
	Iteration 11Q: 3 clusters Score -4836499 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -4837117.500000 Penalty: 5041.747070
	Iteration 12Q: 3 clusters Score -4837118 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4837530.500000 Penalty: 5041.747070
	Iteration 13Q: 3 clusters Score -4837530 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -4837802.500000 Penalty: 5041.747070
	Iteration 14Q: 3 clusters Score -4837802 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4837981.000000 Penalty: 5041.747070
	Iteration 15Q: 3 clusters Score -4837981 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4838174.500000 Penalty: 5041.747070
	Iteration 16Q: 3 clusters Score -4838174 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4838319.500000 Penalty: 5041.747070
	Iteration 17Q: 3 clusters Score -4838320 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4838470.500000 Penalty: 5041.747070
	Iteration 18Q: 3 clusters Score -4838470 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4838569.000000 Penalty: 5041.747070
	Iteration 19Q: 3 clusters Score -4838569 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4838681.000000 Penalty: 5041.747070
	Iteration 20F: 3 clusters Score -4838681 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4838827.000000 Penalty: 5041.747070
	Iteration 21Q: 3 clusters Score -4838827 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4838975.500000 Penalty: 5041.747070
	Iteration 22Q: 3 clusters Score -4838976 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4839099.500000 Penalty: 5041.747070
	Iteration 23Q: 3 clusters Score -4839100 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4839253.000000 Penalty: 5041.747070
	Iteration 24Q: 3 clusters Score -4839253 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4839363.000000 Penalty: 5041.747070
	Iteration 25Q: 3 clusters Score -4839363 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4839488.500000 Penalty: 5041.747070
	Iteration 26Q: 3 clusters Score -4839488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4839609.500000 Penalty: 5041.747070
	Iteration 27Q: 3 clusters Score -4839610 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4839708.500000 Penalty: 5041.747070
	Iteration 28Q: 3 clusters Score -4839708 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4839802.000000 Penalty: 5041.747070
	Iteration 29Q: 3 clusters Score -4839802 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4839910.000000 Penalty: 5041.747070
	Iteration 30Q: 3 clusters Score -4839910 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4839987.500000 Penalty: 5041.747070
	Iteration 31Q: 3 clusters Score -4839988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4840076.500000 Penalty: 5041.747070
	Iteration 32Q: 3 clusters Score -4840076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4840147.500000 Penalty: 5041.747070
	Iteration 33Q: 3 clusters Score -4840148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4840196.500000 Penalty: 5041.747070
	Iteration 34Q: 3 clusters Score -4840196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4840261.000000 Penalty: 5041.747070
	Iteration 35Q: 3 clusters Score -4840261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4840294.000000 Penalty: 5041.747070
	Iteration 36Q: 3 clusters Score -4840294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4840320.500000 Penalty: 5041.747070
	Iteration 37Q: 3 clusters Score -4840320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4840336.000000 Penalty: 5041.747070
	Iteration 38Q: 3 clusters Score -4840336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4840357.000000 Penalty: 5041.747070
	Iteration 39Q: 3 clusters Score -4840357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4840371.000000 Penalty: 5041.747070
	Iteration 40F: 3 clusters Score -4840371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4840376.000000 Penalty: 5041.747070
	Iteration 41Q: 3 clusters Score -4840376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4840384.000000 Penalty: 5041.747070
	Iteration 42Q: 3 clusters Score -4840384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4840389.500000 Penalty: 5041.747070
	Iteration 43Q: 3 clusters Score -4840390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4840395.500000 Penalty: 5041.747070
	Iteration 44Q: 3 clusters Score -4840396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4840398.500000 Penalty: 5041.747070
	Iteration 45Q: 3 clusters Score -4840398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4840405.500000 Penalty: 5041.747070
	Iteration 46Q: 3 clusters Score -4840406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4840416.500000 Penalty: 5041.747070
	Iteration 47Q: 3 clusters Score -4840416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4840425.000000 Penalty: 5041.747070
	Iteration 48Q: 3 clusters Score -4840425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4840434.500000 Penalty: 5041.747070
	Iteration 49Q: 3 clusters Score -4840434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4840438.500000 Penalty: 5041.747070
	Iteration 50Q: 3 clusters Score -4840438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4840441.000000 Penalty: 5041.747070
	Iteration 51Q: 3 clusters Score -4840441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4840439.000000 Penalty: 5041.747070
	Iteration 52Q: 3 clusters Score -4840439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4840439.500000 Penalty: 5041.747070
	Iteration 53Q: 3 clusters Score -4840440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4840445.000000 Penalty: 5041.747070
	Iteration 54Q: 3 clusters Score -4840445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4840445.000000 Penalty: 5041.747070
	Iteration 55Q: 3 clusters Score -4840445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4840446.000000 Penalty: 5041.747070
	Iteration 56Q: 3 clusters Score -4840446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4840446.000000 Penalty: 5041.747070
	Iteration 57F: 3 clusters Score -4840446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Entering Unmasked Estep 
Score: -1600404.250000 Penalty: 2237.026611
	Iteration 0F: 2 clusters Score -1600404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1593818.000000 Penalty: 4474.053223
	Iteration 0F: 3 clusters Score -1593818 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1595600.250000 Penalty: 4474.053223
	Iteration 1F: 3 clusters Score -1595600 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1595849.125000 Penalty: 4474.053223
	Iteration 2F: 3 clusters Score -1595849 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1596012.000000 Penalty: 4474.053223
	Iteration 3Q: 3 clusters Score -1596012 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1596106.000000 Penalty: 4474.053223
	Iteration 4Q: 3 clusters Score -1596106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1596175.250000 Penalty: 4474.053223
	Iteration 5Q: 3 clusters Score -1596175 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1596238.125000 Penalty: 4474.053223
	Iteration 6Q: 3 clusters Score -1596238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1596290.375000 Penalty: 4474.053223
	Iteration 7Q: 3 clusters Score -1596290 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1596355.125000 Penalty: 4474.053223
	Iteration 8Q: 3 clusters Score -1596355 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1596420.125000 Penalty: 4474.053223
	Iteration 9Q: 3 clusters Score -1596420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1596479.250000 Penalty: 4474.053223
	Iteration 10Q: 3 clusters Score -1596479 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1596543.250000 Penalty: 4474.053223
	Iteration 11Q: 3 clusters Score -1596543 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1596607.750000 Penalty: 4474.053223
	Iteration 12Q: 3 clusters Score -1596608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1596668.375000 Penalty: 4474.053223
	Iteration 13Q: 3 clusters Score -1596668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1596744.625000 Penalty: 4474.053223
	Iteration 14Q: 3 clusters Score -1596745 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1596834.000000 Penalty: 4474.053223
	Iteration 15Q: 3 clusters Score -1596834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1596917.750000 Penalty: 4474.053223
	Iteration 16Q: 3 clusters Score -1596918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1596993.750000 Penalty: 4474.053223
	Iteration 17Q: 3 clusters Score -1596994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1597077.000000 Penalty: 4474.053223
	Iteration 18Q: 3 clusters Score -1597077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1597160.625000 Penalty: 4474.053223
	Iteration 19Q: 3 clusters Score -1597161 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1597236.375000 Penalty: 4474.053223
	Iteration 20F: 3 clusters Score -1597236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1597321.750000 Penalty: 4474.053223
	Iteration 21Q: 3 clusters Score -1597322 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1597431.375000 Penalty: 4474.053223
	Iteration 22Q: 3 clusters Score -1597431 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1597528.375000 Penalty: 4474.053223
	Iteration 23Q: 3 clusters Score -1597528 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1597615.750000 Penalty: 4474.053223
	Iteration 24Q: 3 clusters Score -1597616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1597705.750000 Penalty: 4474.053223
	Iteration 25Q: 3 clusters Score -1597706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1597800.125000 Penalty: 4474.053223
	Iteration 26Q: 3 clusters Score -1597800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1597879.500000 Penalty: 4474.053223
	Iteration 27Q: 3 clusters Score -1597880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1597949.000000 Penalty: 4474.053223
	Iteration 28Q: 3 clusters Score -1597949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1598002.125000 Penalty: 4474.053223
	Iteration 29Q: 3 clusters Score -1598002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1598036.375000 Penalty: 4474.053223
	Iteration 30Q: 3 clusters Score -1598036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1598062.500000 Penalty: 4474.053223
	Iteration 31Q: 3 clusters Score -1598062 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1598083.500000 Penalty: 4474.053223
	Iteration 32Q: 3 clusters Score -1598084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1598105.125000 Penalty: 4474.053223
	Iteration 33Q: 3 clusters Score -1598105 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1598121.625000 Penalty: 4474.053223
	Iteration 34Q: 3 clusters Score -1598122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1598132.250000 Penalty: 4474.053223
	Iteration 35Q: 3 clusters Score -1598132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1598143.250000 Penalty: 4474.053223
	Iteration 36Q: 3 clusters Score -1598143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1598151.750000 Penalty: 4474.053223
	Iteration 37Q: 3 clusters Score -1598152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1598155.875000 Penalty: 4474.053223
	Iteration 38Q: 3 clusters Score -1598156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1598165.125000 Penalty: 4474.053223
	Iteration 39Q: 3 clusters Score -1598165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1598175.875000 Penalty: 4474.053223
	Iteration 40F: 3 clusters Score -1598176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1598188.375000 Penalty: 4474.053223
	Iteration 41Q: 3 clusters Score -1598188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1598197.875000 Penalty: 4474.053223
	Iteration 42Q: 3 clusters Score -1598198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1598206.125000 Penalty: 4474.053223
	Iteration 43Q: 3 clusters Score -1598206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1598214.875000 Penalty: 4474.053223
	Iteration 44Q: 3 clusters Score -1598215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1598216.875000 Penalty: 4474.053223
	Iteration 45Q: 3 clusters Score -1598217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1598218.875000 Penalty: 4474.053223
	Iteration 46Q: 3 clusters Score -1598219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1598225.375000 Penalty: 4474.053223
	Iteration 47Q: 3 clusters Score -1598225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1598230.625000 Penalty: 4474.053223
	Iteration 48Q: 3 clusters Score -1598231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1598232.875000 Penalty: 4474.053223
	Iteration 49Q: 3 clusters Score -1598233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1598238.500000 Penalty: 4474.053223
	Iteration 50Q: 3 clusters Score -1598238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1598243.250000 Penalty: 4474.053223
	Iteration 51Q: 3 clusters Score -1598243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1598243.875000 Penalty: 4474.053223
	Iteration 52Q: 3 clusters Score -1598244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1598246.375000 Penalty: 4474.053223
	Iteration 53Q: 3 clusters Score -1598246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1598246.500000 Penalty: 4474.053223
	Iteration 54Q: 3 clusters Score -1598246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1598247.875000 Penalty: 4474.053223
	Iteration 55Q: 3 clusters Score -1598248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1598251.625000 Penalty: 4474.053223
	Iteration 56Q: 3 clusters Score -1598252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1598254.000000 Penalty: 4474.053223
	Iteration 57Q: 3 clusters Score -1598254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1598258.500000 Penalty: 4474.053223
	Iteration 58Q: 3 clusters Score -1598258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1598263.000000 Penalty: 4474.053223
	Iteration 59Q: 3 clusters Score -1598263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1598265.750000 Penalty: 4474.053223
	Iteration 60F: 3 clusters Score -1598266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1598270.125000 Penalty: 4474.053223
	Iteration 61Q: 3 clusters Score -1598270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1598277.125000 Penalty: 4474.053223
	Iteration 62Q: 3 clusters Score -1598277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1598278.375000 Penalty: 4474.053223
	Iteration 63Q: 3 clusters Score -1598278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1598279.250000 Penalty: 4474.053223
	Iteration 64Q: 3 clusters Score -1598279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1598285.625000 Penalty: 4474.053223
	Iteration 65Q: 3 clusters Score -1598286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1598290.875000 Penalty: 4474.053223
	Iteration 66Q: 3 clusters Score -1598291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1598293.875000 Penalty: 4474.053223
	Iteration 67Q: 3 clusters Score -1598294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1598298.750000 Penalty: 4474.053223
	Iteration 68Q: 3 clusters Score -1598299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1598302.125000 Penalty: 4474.053223
	Iteration 69Q: 3 clusters Score -1598302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1598301.875000 Penalty: 4474.053223
	Iteration 70Q: 3 clusters Score -1598302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1598308.125000 Penalty: 4474.053223
	Iteration 71Q: 3 clusters Score -1598308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1598311.125000 Penalty: 4474.053223
	Iteration 72Q: 3 clusters Score -1598311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1598316.000000 Penalty: 4474.053223
	Iteration 73Q: 3 clusters Score -1598316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1598315.750000 Penalty: 4474.053223
	Iteration 74Q: 3 clusters Score -1598316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1598316.500000 Penalty: 4474.053223
	Iteration 75Q: 3 clusters Score -1598316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1598316.750000 Penalty: 4474.053223
	Iteration 76Q: 3 clusters Score -1598317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1598319.750000 Penalty: 4474.053223
	Iteration 77Q: 3 clusters Score -1598320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1598319.875000 Penalty: 4474.053223
	Iteration 78Q: 3 clusters Score -1598320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1598318.000000 Penalty: 4474.053223
	Iteration 79Q: 3 clusters Score -1598318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1598318.875000 Penalty: 4474.053223
	Iteration 80F: 3 clusters Score -1598319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1598319.250000 Penalty: 4474.053223
	Iteration 81Q: 3 clusters Score -1598319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1598319.875000 Penalty: 4474.053223
	Iteration 82Q: 3 clusters Score -1598320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1598319.750000 Penalty: 4474.053223
	Iteration 83Q: 3 clusters Score -1598320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1598323.125000 Penalty: 4474.053223
	Iteration 84Q: 3 clusters Score -1598323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1598322.875000 Penalty: 4474.053223
	Iteration 85Q: 3 clusters Score -1598323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1598327.250000 Penalty: 4474.053223
	Iteration 86Q: 3 clusters Score -1598327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1598327.625000 Penalty: 4474.053223
	Iteration 87Q: 3 clusters Score -1598328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1598329.250000 Penalty: 4474.053223
	Iteration 88Q: 3 clusters Score -1598329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1598329.750000 Penalty: 4474.053223
	Iteration 89Q: 3 clusters Score -1598330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1598331.500000 Penalty: 4474.053223
	Iteration 90Q: 3 clusters Score -1598332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1598332.000000 Penalty: 4474.053223
	Iteration 91Q: 3 clusters Score -1598332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1598334.000000 Penalty: 4474.053223
	Iteration 92Q: 3 clusters Score -1598334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1598338.000000 Penalty: 4474.053223
	Iteration 93Q: 3 clusters Score -1598338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1598341.000000 Penalty: 4474.053223
	Iteration 94Q: 3 clusters Score -1598341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1598344.625000 Penalty: 4474.053223
	Iteration 95Q: 3 clusters Score -1598345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1598348.875000 Penalty: 4474.053223
	Iteration 96Q: 3 clusters Score -1598349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1598351.000000 Penalty: 4474.053223
	Iteration 97Q: 3 clusters Score -1598351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1598352.750000 Penalty: 4474.053223
	Iteration 98Q: 3 clusters Score -1598353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1598353.375000 Penalty: 4474.053223
	Iteration 99Q: 3 clusters Score -1598353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1598353.375000 Penalty: 4474.053223
	Iteration 100F: 3 clusters Score -1598353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1598355.625000 Penalty: 4474.053223
	Iteration 101Q: 3 clusters Score -1598356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1598356.875000 Penalty: 4474.053223
	Iteration 102Q: 3 clusters Score -1598357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1598362.375000 Penalty: 4474.053223
	Iteration 103Q: 3 clusters Score -1598362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1598362.125000 Penalty: 4474.053223
	Iteration 104Q: 3 clusters Score -1598362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1598369.000000 Penalty: 4474.053223
	Iteration 105Q: 3 clusters Score -1598369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1598369.125000 Penalty: 4474.053223
	Iteration 106Q: 3 clusters Score -1598369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1598373.125000 Penalty: 4474.053223
	Iteration 107Q: 3 clusters Score -1598373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1598372.375000 Penalty: 4474.053223
	Iteration 108Q: 3 clusters Score -1598372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1598374.000000 Penalty: 4474.053223
	Iteration 109Q: 3 clusters Score -1598374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1598377.625000 Penalty: 4474.053223
	Iteration 110Q: 3 clusters Score -1598378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1598380.625000 Penalty: 4474.053223
	Iteration 111Q: 3 clusters Score -1598381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1598377.750000 Penalty: 4474.053223
	Iteration 112Q: 3 clusters Score -1598378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1598377.750000 Penalty: 4474.053223
	Iteration 113F: 3 clusters Score -1598378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -118276.468750 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -118276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116571.828125 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -116571.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116864.882812 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -116864.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117049.890625 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -117049.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117155.078125 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -117155.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117222.429688 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -117222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117259.445312 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -117259.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -117304.218750 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -117304.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117328.617188 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -117328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117351.703125 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -117351.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117371.820312 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -117371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117378.335938 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -117378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -117382.148438 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -117382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117383.765625 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -117383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117383.765625 Penalty: 3261.928711
	Iteration 13F: 3 clusters Score -117383.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Entering Unmasked Estep 
Score: -5032327.000000 Penalty: 2522.330322
	Iteration 0F: 2 clusters Score -5032327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5014571.500000 Penalty: 5044.660645
	Iteration 0F: 3 clusters Score -5014572 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5021025.000000 Penalty: 5044.660645
	Iteration 1F: 3 clusters Score -5021025 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5021470.000000 Penalty: 5044.660645
	Iteration 2F: 3 clusters Score -5021470 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -5021860.000000 Penalty: 5044.660645
	Iteration 3Q: 3 clusters Score -5021860 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5022184.500000 Penalty: 5044.660645
	Iteration 4Q: 3 clusters Score -5022184 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5022533.000000 Penalty: 5044.660645
	Iteration 5Q: 3 clusters Score -5022533 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5022994.000000 Penalty: 5044.660645
	Iteration 6Q: 3 clusters Score -5022994 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5023592.000000 Penalty: 5044.660645
	Iteration 7Q: 3 clusters Score -5023592 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5024368.000000 Penalty: 5044.660645
	Iteration 8F: 3 clusters Score -5024368 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -5025407.500000 Penalty: 5044.660645
	Iteration 9F: 3 clusters Score -5025408 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5026542.000000 Penalty: 5044.660645
	Iteration 10F: 3 clusters Score -5026542 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -5027592.000000 Penalty: 5044.660645
	Iteration 11Q: 3 clusters Score -5027592 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5028425.500000 Penalty: 5044.660645
	Iteration 12Q: 3 clusters Score -5028426 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5029082.500000 Penalty: 5044.660645
	Iteration 13Q: 3 clusters Score -5029082 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5029491.000000 Penalty: 5044.660645
	Iteration 14Q: 3 clusters Score -5029491 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5029739.500000 Penalty: 5044.660645
	Iteration 15Q: 3 clusters Score -5029740 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -5029848.500000 Penalty: 5044.660645
	Iteration 16Q: 3 clusters Score -5029848 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5029929.000000 Penalty: 5044.660645
	Iteration 17Q: 3 clusters Score -5029929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -5029994.500000 Penalty: 5044.660645
	Iteration 18Q: 3 clusters Score -5029994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5030034.000000 Penalty: 5044.660645
	Iteration 19Q: 3 clusters Score -5030034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5030046.000000 Penalty: 5044.660645
	Iteration 20F: 3 clusters Score -5030046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -5030072.000000 Penalty: 5044.660645
	Iteration 21Q: 3 clusters Score -5030072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -5030098.500000 Penalty: 5044.660645
	Iteration 22Q: 3 clusters Score -5030098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5030121.500000 Penalty: 5044.660645
	Iteration 23Q: 3 clusters Score -5030122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5030161.500000 Penalty: 5044.660645
	Iteration 24Q: 3 clusters Score -5030162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -5030175.500000 Penalty: 5044.660645
	Iteration 25Q: 3 clusters Score -5030176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -5030192.500000 Penalty: 5044.660645
	Iteration 26Q: 3 clusters Score -5030192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5030200.000000 Penalty: 5044.660645
	Iteration 27Q: 3 clusters Score -5030200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -5030221.000000 Penalty: 5044.660645
	Iteration 28Q: 3 clusters Score -5030221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5030220.500000 Penalty: 5044.660645
	Iteration 29Q: 3 clusters Score -5030220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5030229.000000 Penalty: 5044.660645
	Iteration 30Q: 3 clusters Score -5030229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5030233.500000 Penalty: 5044.660645
	Iteration 31Q: 3 clusters Score -5030234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5030237.000000 Penalty: 5044.660645
	Iteration 32Q: 3 clusters Score -5030237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5030242.500000 Penalty: 5044.660645
	Iteration 33Q: 3 clusters Score -5030242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5030235.500000 Penalty: 5044.660645
	Iteration 34Q: 3 clusters Score -5030236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5030238.500000 Penalty: 5044.660645
	Iteration 35Q: 3 clusters Score -5030238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -5030243.000000 Penalty: 5044.660645
	Iteration 36Q: 3 clusters Score -5030243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -5030241.000000 Penalty: 5044.660645
	Iteration 37Q: 3 clusters Score -5030241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -5030240.500000 Penalty: 5044.660645
	Iteration 38Q: 3 clusters Score -5030240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5030245.000000 Penalty: 5044.660645
	Iteration 39Q: 3 clusters Score -5030245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5030245.000000 Penalty: 5044.660645
	Iteration 40F: 3 clusters Score -5030245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -2764007.250000 Penalty: 2372.781006
	Iteration 0F: 2 clusters Score -2764007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2753684.250000 Penalty: 4745.562012
	Iteration 0F: 3 clusters Score -2753684 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2756891.250000 Penalty: 4745.562012
	Iteration 1F: 3 clusters Score -2756891 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2757219.750000 Penalty: 4745.562012
	Iteration 2F: 3 clusters Score -2757220 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2757457.750000 Penalty: 4745.562012
	Iteration 3Q: 3 clusters Score -2757458 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2757659.750000 Penalty: 4745.562012
	Iteration 4Q: 3 clusters Score -2757660 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2757845.250000 Penalty: 4745.562012
	Iteration 5Q: 3 clusters Score -2757845 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2758013.250000 Penalty: 4745.562012
	Iteration 6Q: 3 clusters Score -2758013 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2758193.250000 Penalty: 4745.562012
	Iteration 7Q: 3 clusters Score -2758193 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2758418.500000 Penalty: 4745.562012
	Iteration 8Q: 3 clusters Score -2758418 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2758680.750000 Penalty: 4745.562012
	Iteration 9Q: 3 clusters Score -2758681 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -2759028.000000 Penalty: 4745.562012
	Iteration 10Q: 3 clusters Score -2759028 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2759489.750000 Penalty: 4745.562012
	Iteration 11Q: 3 clusters Score -2759490 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2760018.500000 Penalty: 4745.562012
	Iteration 12Q: 3 clusters Score -2760018 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2760577.500000 Penalty: 4745.562012
	Iteration 13Q: 3 clusters Score -2760578 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2761124.750000 Penalty: 4745.562012
	Iteration 14Q: 3 clusters Score -2761125 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2761521.750000 Penalty: 4745.562012
	Iteration 15Q: 3 clusters Score -2761522 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2761728.000000 Penalty: 4745.562012
	Iteration 16Q: 3 clusters Score -2761728 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2761818.250000 Penalty: 4745.562012
	Iteration 17Q: 3 clusters Score -2761818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2761900.500000 Penalty: 4745.562012
	Iteration 18Q: 3 clusters Score -2761900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2761965.500000 Penalty: 4745.562012
	Iteration 19Q: 3 clusters Score -2761966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2762003.500000 Penalty: 4745.562012
	Iteration 20F: 3 clusters Score -2762004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2762027.000000 Penalty: 4745.562012
	Iteration 21Q: 3 clusters Score -2762027 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2762060.750000 Penalty: 4745.562012
	Iteration 22Q: 3 clusters Score -2762061 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2762064.250000 Penalty: 4745.562012
	Iteration 23Q: 3 clusters Score -2762064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2762076.250000 Penalty: 4745.562012
	Iteration 24Q: 3 clusters Score -2762076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2762085.250000 Penalty: 4745.562012
	Iteration 25Q: 3 clusters Score -2762085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2762105.000000 Penalty: 4745.562012
	Iteration 26Q: 3 clusters Score -2762105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2762102.250000 Penalty: 4745.562012
	Iteration 27Q: 3 clusters Score -2762102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2762111.250000 Penalty: 4745.562012
	Iteration 28Q: 3 clusters Score -2762111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2762120.750000 Penalty: 4745.562012
	Iteration 29Q: 3 clusters Score -2762121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2762114.750000 Penalty: 4745.562012
	Iteration 30Q: 3 clusters Score -2762115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2762120.250000 Penalty: 4745.562012
	Iteration 31Q: 3 clusters Score -2762120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2762122.500000 Penalty: 4745.562012
	Iteration 32Q: 3 clusters Score -2762122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2762116.750000 Penalty: 4745.562012
	Iteration 33Q: 3 clusters Score -2762117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2762131.250000 Penalty: 4745.562012
	Iteration 34Q: 3 clusters Score -2762131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2762127.000000 Penalty: 4745.562012
	Iteration 35Q: 3 clusters Score -2762127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2762127.500000 Penalty: 4745.562012
	Iteration 36Q: 3 clusters Score -2762128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2762128.500000 Penalty: 4745.562012
	Iteration 37Q: 3 clusters Score -2762128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2762128.500000 Penalty: 4745.562012
	Iteration 38F: 3 clusters Score -2762128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119975.460938 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119975.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -120220.718750 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120220.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -120290.007812 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -120318.203125 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -120337.515625 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120353.757812 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -120358.046875 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120363.625000 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120368.445312 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -120369.945312 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -120369.945312 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -120369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Entering Unmasked Estep 
Score: -3456923.000000 Penalty: 2421.969482
	Iteration 0F: 2 clusters Score -3456923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3444423.250000 Penalty: 4843.938965
	Iteration 0F: 3 clusters Score -3444423 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3448378.250000 Penalty: 4843.938965
	Iteration 1F: 3 clusters Score -3448378 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -3448697.500000 Penalty: 4843.938965
	Iteration 2Q: 3 clusters Score -3448698 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3448951.000000 Penalty: 4843.938965
	Iteration 3Q: 3 clusters Score -3448951 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3449151.000000 Penalty: 4843.938965
	Iteration 4Q: 3 clusters Score -3449151 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3449305.250000 Penalty: 4843.938965
	Iteration 5Q: 3 clusters Score -3449305 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3449459.250000 Penalty: 4843.938965
	Iteration 6Q: 3 clusters Score -3449459 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3449574.500000 Penalty: 4843.938965
	Iteration 7Q: 3 clusters Score -3449574 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3449668.750000 Penalty: 4843.938965
	Iteration 8Q: 3 clusters Score -3449669 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -3449759.750000 Penalty: 4843.938965
	Iteration 9Q: 3 clusters Score -3449760 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3449815.000000 Penalty: 4843.938965
	Iteration 10Q: 3 clusters Score -3449815 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -3449892.250000 Penalty: 4843.938965
	Iteration 11Q: 3 clusters Score -3449892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -3449967.750000 Penalty: 4843.938965
	Iteration 12Q: 3 clusters Score -3449968 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3450057.750000 Penalty: 4843.938965
	Iteration 13Q: 3 clusters Score -3450058 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3450167.000000 Penalty: 4843.938965
	Iteration 14Q: 3 clusters Score -3450167 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3450289.500000 Penalty: 4843.938965
	Iteration 15Q: 3 clusters Score -3450290 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -3450428.750000 Penalty: 4843.938965
	Iteration 16Q: 3 clusters Score -3450429 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3450653.000000 Penalty: 4843.938965
	Iteration 17Q: 3 clusters Score -3450653 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3450922.500000 Penalty: 4843.938965
	Iteration 18Q: 3 clusters Score -3450922 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -3451259.250000 Penalty: 4843.938965
	Iteration 19Q: 3 clusters Score -3451259 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3451730.500000 Penalty: 4843.938965
	Iteration 20F: 3 clusters Score -3451730 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3452289.750000 Penalty: 4843.938965
	Iteration 21Q: 3 clusters Score -3452290 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3452891.000000 Penalty: 4843.938965
	Iteration 22Q: 3 clusters Score -3452891 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3453418.000000 Penalty: 4843.938965
	Iteration 23Q: 3 clusters Score -3453418 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3453811.500000 Penalty: 4843.938965
	Iteration 24Q: 3 clusters Score -3453812 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3454125.000000 Penalty: 4843.938965
	Iteration 25Q: 3 clusters Score -3454125 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3454330.250000 Penalty: 4843.938965
	Iteration 26Q: 3 clusters Score -3454330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3454476.000000 Penalty: 4843.938965
	Iteration 27Q: 3 clusters Score -3454476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3454568.500000 Penalty: 4843.938965
	Iteration 28Q: 3 clusters Score -3454568 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3454633.000000 Penalty: 4843.938965
	Iteration 29Q: 3 clusters Score -3454633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3454689.250000 Penalty: 4843.938965
	Iteration 30Q: 3 clusters Score -3454689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3454714.750000 Penalty: 4843.938965
	Iteration 31Q: 3 clusters Score -3454715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3454739.500000 Penalty: 4843.938965
	Iteration 32Q: 3 clusters Score -3454740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3454756.750000 Penalty: 4843.938965
	Iteration 33Q: 3 clusters Score -3454757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3454773.500000 Penalty: 4843.938965
	Iteration 34Q: 3 clusters Score -3454774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3454788.750000 Penalty: 4843.938965
	Iteration 35Q: 3 clusters Score -3454789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3454798.250000 Penalty: 4843.938965
	Iteration 36Q: 3 clusters Score -3454798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3454803.000000 Penalty: 4843.938965
	Iteration 37Q: 3 clusters Score -3454803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3454805.750000 Penalty: 4843.938965
	Iteration 38Q: 3 clusters Score -3454806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3454806.750000 Penalty: 4843.938965
	Iteration 39Q: 3 clusters Score -3454807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3454812.250000 Penalty: 4843.938965
	Iteration 40F: 3 clusters Score -3454812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3454819.000000 Penalty: 4843.938965
	Iteration 41Q: 3 clusters Score -3454819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3454819.750000 Penalty: 4843.938965
	Iteration 42Q: 3 clusters Score -3454820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3454820.750000 Penalty: 4843.938965
	Iteration 43Q: 3 clusters Score -3454821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3454824.500000 Penalty: 4843.938965
	Iteration 44Q: 3 clusters Score -3454824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3454826.750000 Penalty: 4843.938965
	Iteration 45Q: 3 clusters Score -3454827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3454830.750000 Penalty: 4843.938965
	Iteration 46Q: 3 clusters Score -3454831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3454828.500000 Penalty: 4843.938965
	Iteration 47Q: 3 clusters Score -3454828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3454830.000000 Penalty: 4843.938965
	Iteration 48Q: 3 clusters Score -3454830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3454831.250000 Penalty: 4843.938965
	Iteration 49Q: 3 clusters Score -3454831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3454833.750000 Penalty: 4843.938965
	Iteration 50Q: 3 clusters Score -3454834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3454832.000000 Penalty: 4843.938965
	Iteration 51Q: 3 clusters Score -3454832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3454832.000000 Penalty: 4843.938965
	Iteration 52F: 3 clusters Score -3454832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Entering Unmasked Estep 
Score: -3799800.000000 Penalty: 2435.305176
	Iteration 0F: 2 clusters Score -3799800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3788245.750000 Penalty: 4870.610352
	Iteration 0F: 3 clusters Score -3788246 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3792512.250000 Penalty: 4870.610352
	Iteration 1F: 3 clusters Score -3792512 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3792928.250000 Penalty: 4870.610352
	Iteration 2F: 3 clusters Score -3792928 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3793255.750000 Penalty: 4870.610352
	Iteration 3Q: 3 clusters Score -3793256 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3793561.750000 Penalty: 4870.610352
	Iteration 4Q: 3 clusters Score -3793562 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3793871.000000 Penalty: 4870.610352
	Iteration 5Q: 3 clusters Score -3793871 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3794129.000000 Penalty: 4870.610352
	Iteration 6Q: 3 clusters Score -3794129 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3794393.500000 Penalty: 4870.610352
	Iteration 7F: 3 clusters Score -3794394 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3794676.500000 Penalty: 4870.610352
	Iteration 8F: 3 clusters Score -3794676 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3795347.000000 Penalty: 4870.610352
	Iteration 9F: 3 clusters Score -3795347 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3795952.250000 Penalty: 4870.610352
	Iteration 10Q: 3 clusters Score -3795952 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3796444.250000 Penalty: 4870.610352
	Iteration 11Q: 3 clusters Score -3796444 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3796799.750000 Penalty: 4870.610352
	Iteration 12Q: 3 clusters Score -3796800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3797038.000000 Penalty: 4870.610352
	Iteration 13Q: 3 clusters Score -3797038 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3797186.000000 Penalty: 4870.610352
	Iteration 14Q: 3 clusters Score -3797186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3797283.500000 Penalty: 4870.610352
	Iteration 15Q: 3 clusters Score -3797284 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3797365.000000 Penalty: 4870.610352
	Iteration 16Q: 3 clusters Score -3797365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3797435.500000 Penalty: 4870.610352
	Iteration 17Q: 3 clusters Score -3797436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3797492.250000 Penalty: 4870.610352
	Iteration 18Q: 3 clusters Score -3797492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3797525.500000 Penalty: 4870.610352
	Iteration 19Q: 3 clusters Score -3797526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -3797540.750000 Penalty: 4870.610352
	Iteration 20F: 3 clusters Score -3797541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3797548.750000 Penalty: 4870.610352
	Iteration 21Q: 3 clusters Score -3797549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3797554.000000 Penalty: 4870.610352
	Iteration 22Q: 3 clusters Score -3797554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3797569.750000 Penalty: 4870.610352
	Iteration 23Q: 3 clusters Score -3797570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -3797584.250000 Penalty: 4870.610352
	Iteration 24Q: 3 clusters Score -3797584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3797609.250000 Penalty: 4870.610352
	Iteration 25Q: 3 clusters Score -3797609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3797638.000000 Penalty: 4870.610352
	Iteration 26Q: 3 clusters Score -3797638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3797653.750000 Penalty: 4870.610352
	Iteration 27Q: 3 clusters Score -3797654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3797660.750000 Penalty: 4870.610352
	Iteration 28Q: 3 clusters Score -3797661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -3797662.500000 Penalty: 4870.610352
	Iteration 29Q: 3 clusters Score -3797662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3797668.500000 Penalty: 4870.610352
	Iteration 30Q: 3 clusters Score -3797668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3797668.500000 Penalty: 4870.610352
	Iteration 31F: 3 clusters Score -3797668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Entering Unmasked Estep 
Score: -4422717.500000 Penalty: 2473.954346
	Iteration 0F: 2 clusters Score -4422718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4409496.000000 Penalty: 4947.908691
	Iteration 0F: 3 clusters Score -4409496 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4414562.000000 Penalty: 4947.908691
	Iteration 1F: 3 clusters Score -4414562 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4415037.500000 Penalty: 4947.908691
	Iteration 2F: 3 clusters Score -4415038 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4415390.000000 Penalty: 4947.908691
	Iteration 3F: 3 clusters Score -4415390 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -4415793.000000 Penalty: 4947.908691
	Iteration 4F: 3 clusters Score -4415793 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -4416248.000000 Penalty: 4947.908691
	Iteration 5F: 3 clusters Score -4416248 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4416852.500000 Penalty: 4947.908691
	Iteration 6F: 3 clusters Score -4416852 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4417504.500000 Penalty: 4947.908691
	Iteration 7F: 3 clusters Score -4417504 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4418197.000000 Penalty: 4947.908691
	Iteration 8Q: 3 clusters Score -4418197 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4418819.500000 Penalty: 4947.908691
	Iteration 9Q: 3 clusters Score -4418820 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4419299.000000 Penalty: 4947.908691
	Iteration 10Q: 3 clusters Score -4419299 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4419631.000000 Penalty: 4947.908691
	Iteration 11Q: 3 clusters Score -4419631 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4419889.500000 Penalty: 4947.908691
	Iteration 12Q: 3 clusters Score -4419890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4420051.500000 Penalty: 4947.908691
	Iteration 13Q: 3 clusters Score -4420052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4420155.000000 Penalty: 4947.908691
	Iteration 14Q: 3 clusters Score -4420155 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4420211.000000 Penalty: 4947.908691
	Iteration 15Q: 3 clusters Score -4420211 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4420279.000000 Penalty: 4947.908691
	Iteration 16Q: 3 clusters Score -4420279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4420316.000000 Penalty: 4947.908691
	Iteration 17Q: 3 clusters Score -4420316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4420344.500000 Penalty: 4947.908691
	Iteration 18Q: 3 clusters Score -4420344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4420377.000000 Penalty: 4947.908691
	Iteration 19Q: 3 clusters Score -4420377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4420411.000000 Penalty: 4947.908691
	Iteration 20F: 3 clusters Score -4420411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4420433.000000 Penalty: 4947.908691
	Iteration 21Q: 3 clusters Score -4420433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4420455.500000 Penalty: 4947.908691
	Iteration 22Q: 3 clusters Score -4420456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4420479.500000 Penalty: 4947.908691
	Iteration 23Q: 3 clusters Score -4420480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4420502.500000 Penalty: 4947.908691
	Iteration 24Q: 3 clusters Score -4420502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4420515.000000 Penalty: 4947.908691
	Iteration 25Q: 3 clusters Score -4420515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4420529.000000 Penalty: 4947.908691
	Iteration 26Q: 3 clusters Score -4420529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4420533.500000 Penalty: 4947.908691
	Iteration 27Q: 3 clusters Score -4420534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4420539.000000 Penalty: 4947.908691
	Iteration 28Q: 3 clusters Score -4420539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4420542.000000 Penalty: 4947.908691
	Iteration 29Q: 3 clusters Score -4420542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4420539.500000 Penalty: 4947.908691
	Iteration 30Q: 3 clusters Score -4420540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4420548.500000 Penalty: 4947.908691
	Iteration 31Q: 3 clusters Score -4420548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4420558.000000 Penalty: 4947.908691
	Iteration 32Q: 3 clusters Score -4420558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4420553.500000 Penalty: 4947.908691
	Iteration 33Q: 3 clusters Score -4420554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4420556.000000 Penalty: 4947.908691
	Iteration 34Q: 3 clusters Score -4420556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4420565.500000 Penalty: 4947.908691
	Iteration 35Q: 3 clusters Score -4420566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4420565.000000 Penalty: 4947.908691
	Iteration 36Q: 3 clusters Score -4420565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4420569.000000 Penalty: 4947.908691
	Iteration 37Q: 3 clusters Score -4420569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4420567.000000 Penalty: 4947.908691
	Iteration 38Q: 3 clusters Score -4420567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4420566.500000 Penalty: 4947.908691
	Iteration 39Q: 3 clusters Score -4420566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4420566.500000 Penalty: 4947.908691
	Iteration 40F: 3 clusters Score -4420566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Entering Unmasked Estep 
Score: -4450702.000000 Penalty: 2491.490234
	Iteration 0F: 2 clusters Score -4450702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -4434830.500000 Penalty: 4982.980469
	Iteration 0F: 3 clusters Score -4434830 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4440328.500000 Penalty: 4982.980469
	Iteration 1F: 3 clusters Score -4440328 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4440697.500000 Penalty: 4982.980469
	Iteration 2Q: 3 clusters Score -4440698 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4440973.500000 Penalty: 4982.980469
	Iteration 3Q: 3 clusters Score -4440974 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4441192.500000 Penalty: 4982.980469
	Iteration 4Q: 3 clusters Score -4441192 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4441372.500000 Penalty: 4982.980469
	Iteration 5Q: 3 clusters Score -4441372 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4441509.000000 Penalty: 4982.980469
	Iteration 6Q: 3 clusters Score -4441509 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -4441667.000000 Penalty: 4982.980469
	Iteration 7Q: 3 clusters Score -4441667 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4441864.000000 Penalty: 4982.980469
	Iteration 8Q: 3 clusters Score -4441864 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4442088.000000 Penalty: 4982.980469
	Iteration 9Q: 3 clusters Score -4442088 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4442374.500000 Penalty: 4982.980469
	Iteration 10Q: 3 clusters Score -4442374 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -4442764.500000 Penalty: 4982.980469
	Iteration 11Q: 3 clusters Score -4442764 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4443304.500000 Penalty: 4982.980469
	Iteration 12Q: 3 clusters Score -4443304 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4444070.000000 Penalty: 4982.980469
	Iteration 13Q: 3 clusters Score -4444070 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4444942.500000 Penalty: 4982.980469
	Iteration 14F: 3 clusters Score -4444942 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4445776.000000 Penalty: 4982.980469
	Iteration 15Q: 3 clusters Score -4445776 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4446522.500000 Penalty: 4982.980469
	Iteration 16Q: 3 clusters Score -4446522 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4447113.000000 Penalty: 4982.980469
	Iteration 17Q: 3 clusters Score -4447113 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4447567.500000 Penalty: 4982.980469
	Iteration 18Q: 3 clusters Score -4447568 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4447882.500000 Penalty: 4982.980469
	Iteration 19Q: 3 clusters Score -4447882 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4448119.500000 Penalty: 4982.980469
	Iteration 20F: 3 clusters Score -4448120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4448230.000000 Penalty: 4982.980469
	Iteration 21Q: 3 clusters Score -4448230 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4448291.000000 Penalty: 4982.980469
	Iteration 22Q: 3 clusters Score -4448291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4448328.500000 Penalty: 4982.980469
	Iteration 23Q: 3 clusters Score -4448328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4448363.500000 Penalty: 4982.980469
	Iteration 24Q: 3 clusters Score -4448364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4448408.500000 Penalty: 4982.980469
	Iteration 25Q: 3 clusters Score -4448408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4448436.000000 Penalty: 4982.980469
	Iteration 26Q: 3 clusters Score -4448436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4448457.500000 Penalty: 4982.980469
	Iteration 27Q: 3 clusters Score -4448458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4448488.000000 Penalty: 4982.980469
	Iteration 28Q: 3 clusters Score -4448488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4448511.500000 Penalty: 4982.980469
	Iteration 29Q: 3 clusters Score -4448512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4448525.000000 Penalty: 4982.980469
	Iteration 30Q: 3 clusters Score -4448525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4448527.500000 Penalty: 4982.980469
	Iteration 31Q: 3 clusters Score -4448528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4448536.000000 Penalty: 4982.980469
	Iteration 32Q: 3 clusters Score -4448536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4448543.000000 Penalty: 4982.980469
	Iteration 33Q: 3 clusters Score -4448543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4448544.500000 Penalty: 4982.980469
	Iteration 34Q: 3 clusters Score -4448544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4448542.000000 Penalty: 4982.980469
	Iteration 35Q: 3 clusters Score -4448542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4448545.000000 Penalty: 4982.980469
	Iteration 36Q: 3 clusters Score -4448545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4448554.500000 Penalty: 4982.980469
	Iteration 37Q: 3 clusters Score -4448554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4448550.500000 Penalty: 4982.980469
	Iteration 38Q: 3 clusters Score -4448550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4448551.000000 Penalty: 4982.980469
	Iteration 39Q: 3 clusters Score -4448551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4448556.500000 Penalty: 4982.980469
	Iteration 40F: 3 clusters Score -4448556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4448552.000000 Penalty: 4982.980469
	Iteration 41Q: 3 clusters Score -4448552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4448556.000000 Penalty: 4982.980469
	Iteration 42Q: 3 clusters Score -4448556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4448556.000000 Penalty: 4982.980469
	Iteration 43F: 3 clusters Score -4448556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Entering Unmasked Estep 
Score: -3214238.000000 Penalty: 2425.234375
	Iteration 0F: 2 clusters Score -3214238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3201651.000000 Penalty: 4850.468750
	Iteration 0F: 3 clusters Score -3201651 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3205732.750000 Penalty: 4850.468750
	Iteration 1F: 3 clusters Score -3205733 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3206105.250000 Penalty: 4850.468750
	Iteration 2F: 3 clusters Score -3206105 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3206426.250000 Penalty: 4850.468750
	Iteration 3Q: 3 clusters Score -3206426 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3206718.250000 Penalty: 4850.468750
	Iteration 4Q: 3 clusters Score -3206718 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3207038.750000 Penalty: 4850.468750
	Iteration 5Q: 3 clusters Score -3207039 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3207377.500000 Penalty: 4850.468750
	Iteration 6Q: 3 clusters Score -3207378 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -3207716.500000 Penalty: 4850.468750
	Iteration 7Q: 3 clusters Score -3207716 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3208070.500000 Penalty: 4850.468750
	Iteration 8Q: 3 clusters Score -3208070 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3208399.000000 Penalty: 4850.468750
	Iteration 9Q: 3 clusters Score -3208399 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3208767.000000 Penalty: 4850.468750
	Iteration 10Q: 3 clusters Score -3208767 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3209218.250000 Penalty: 4850.468750
	Iteration 11Q: 3 clusters Score -3209218 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3209652.500000 Penalty: 4850.468750
	Iteration 12Q: 3 clusters Score -3209652 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3210110.500000 Penalty: 4850.468750
	Iteration 13Q: 3 clusters Score -3210110 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3210540.000000 Penalty: 4850.468750
	Iteration 14Q: 3 clusters Score -3210540 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3210918.000000 Penalty: 4850.468750
	Iteration 15Q: 3 clusters Score -3210918 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3211212.750000 Penalty: 4850.468750
	Iteration 16Q: 3 clusters Score -3211213 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3211448.250000 Penalty: 4850.468750
	Iteration 17Q: 3 clusters Score -3211448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3211621.750000 Penalty: 4850.468750
	Iteration 18Q: 3 clusters Score -3211622 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3211743.250000 Penalty: 4850.468750
	Iteration 19Q: 3 clusters Score -3211743 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3211849.250000 Penalty: 4850.468750
	Iteration 20F: 3 clusters Score -3211849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3211929.000000 Penalty: 4850.468750
	Iteration 21Q: 3 clusters Score -3211929 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3211991.000000 Penalty: 4850.468750
	Iteration 22Q: 3 clusters Score -3211991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3212044.000000 Penalty: 4850.468750
	Iteration 23Q: 3 clusters Score -3212044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3212072.500000 Penalty: 4850.468750
	Iteration 24Q: 3 clusters Score -3212072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3212094.250000 Penalty: 4850.468750
	Iteration 25Q: 3 clusters Score -3212094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3212105.750000 Penalty: 4850.468750
	Iteration 26Q: 3 clusters Score -3212106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3212125.250000 Penalty: 4850.468750
	Iteration 27Q: 3 clusters Score -3212125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3212136.750000 Penalty: 4850.468750
	Iteration 28Q: 3 clusters Score -3212137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3212141.250000 Penalty: 4850.468750
	Iteration 29Q: 3 clusters Score -3212141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3212148.500000 Penalty: 4850.468750
	Iteration 30Q: 3 clusters Score -3212148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3212151.250000 Penalty: 4850.468750
	Iteration 31Q: 3 clusters Score -3212151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3212153.250000 Penalty: 4850.468750
	Iteration 32Q: 3 clusters Score -3212153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3212161.250000 Penalty: 4850.468750
	Iteration 33Q: 3 clusters Score -3212161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3212165.250000 Penalty: 4850.468750
	Iteration 34Q: 3 clusters Score -3212165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3212164.500000 Penalty: 4850.468750
	Iteration 35Q: 3 clusters Score -3212164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3212167.000000 Penalty: 4850.468750
	Iteration 36Q: 3 clusters Score -3212167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3212171.500000 Penalty: 4850.468750
	Iteration 37Q: 3 clusters Score -3212172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3212171.500000 Penalty: 4850.468750
	Iteration 38Q: 3 clusters Score -3212172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3212173.500000 Penalty: 4850.468750
	Iteration 39Q: 3 clusters Score -3212174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3212180.750000 Penalty: 4850.468750
	Iteration 40F: 3 clusters Score -3212181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3212187.500000 Penalty: 4850.468750
	Iteration 41Q: 3 clusters Score -3212188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3212195.000000 Penalty: 4850.468750
	Iteration 42Q: 3 clusters Score -3212195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3212195.500000 Penalty: 4850.468750
	Iteration 43Q: 3 clusters Score -3212196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3212195.000000 Penalty: 4850.468750
	Iteration 44Q: 3 clusters Score -3212195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3212195.750000 Penalty: 4850.468750
	Iteration 45Q: 3 clusters Score -3212196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3212195.750000 Penalty: 4850.468750
	Iteration 46F: 3 clusters Score -3212196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -1046485.000000 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -1046485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1041519.312500 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -1041519 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1042713.812500 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -1042714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1042932.312500 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -1042932 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1043072.250000 Penalty: 4284.444824
	Iteration 3Q: 3 clusters Score -1043072 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1043189.000000 Penalty: 4284.444824
	Iteration 4Q: 3 clusters Score -1043189 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1043306.500000 Penalty: 4284.444824
	Iteration 5Q: 3 clusters Score -1043306 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1043402.250000 Penalty: 4284.444824
	Iteration 6Q: 3 clusters Score -1043402 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1043473.500000 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -1043474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1043527.750000 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -1043528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1043574.062500 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -1043574 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1043627.437500 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -1043627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1043682.000000 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -1043682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1043728.312500 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -1043728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1043776.625000 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -1043777 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1043813.375000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -1043813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1043849.687500 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -1043850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1043896.875000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -1043897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1043956.562500 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -1043957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1044009.937500 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -1044010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1044063.562500 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -1044064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1044108.312500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -1044108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1044155.375000 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -1044155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1044206.312500 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -1044206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1044243.500000 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -1044244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1044278.750000 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -1044279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1044303.937500 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -1044304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1044328.750000 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -1044329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1044353.000000 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -1044353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1044370.437500 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -1044370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1044381.500000 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -1044382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1044387.687500 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -1044388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1044396.000000 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -1044396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1044402.937500 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -1044403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1044407.937500 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -1044408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1044413.500000 Penalty: 4284.444824
	Iteration 34Q: 3 clusters Score -1044414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1044418.375000 Penalty: 4284.444824
	Iteration 35Q: 3 clusters Score -1044418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1044424.562500 Penalty: 4284.444824
	Iteration 36Q: 3 clusters Score -1044425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1044428.812500 Penalty: 4284.444824
	Iteration 37Q: 3 clusters Score -1044429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1044434.750000 Penalty: 4284.444824
	Iteration 38Q: 3 clusters Score -1044435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1044439.437500 Penalty: 4284.444824
	Iteration 39Q: 3 clusters Score -1044439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1044441.937500 Penalty: 4284.444824
	Iteration 40F: 3 clusters Score -1044442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1044444.250000 Penalty: 4284.444824
	Iteration 41Q: 3 clusters Score -1044444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1044449.125000 Penalty: 4284.444824
	Iteration 42Q: 3 clusters Score -1044449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1044451.187500 Penalty: 4284.444824
	Iteration 43Q: 3 clusters Score -1044451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1044456.000000 Penalty: 4284.444824
	Iteration 44Q: 3 clusters Score -1044456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1044459.750000 Penalty: 4284.444824
	Iteration 45Q: 3 clusters Score -1044460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1044464.125000 Penalty: 4284.444824
	Iteration 46Q: 3 clusters Score -1044464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1044467.187500 Penalty: 4284.444824
	Iteration 47Q: 3 clusters Score -1044467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1044470.187500 Penalty: 4284.444824
	Iteration 48Q: 3 clusters Score -1044470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1044470.875000 Penalty: 4284.444824
	Iteration 49Q: 3 clusters Score -1044471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1044473.000000 Penalty: 4284.444824
	Iteration 50Q: 3 clusters Score -1044473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1044475.625000 Penalty: 4284.444824
	Iteration 51Q: 3 clusters Score -1044476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1044479.875000 Penalty: 4284.444824
	Iteration 52Q: 3 clusters Score -1044480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1044479.812500 Penalty: 4284.444824
	Iteration 53Q: 3 clusters Score -1044480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1044484.625000 Penalty: 4284.444824
	Iteration 54Q: 3 clusters Score -1044485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1044485.250000 Penalty: 4284.444824
	Iteration 55Q: 3 clusters Score -1044485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1044487.125000 Penalty: 4284.444824
	Iteration 56Q: 3 clusters Score -1044487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1044487.937500 Penalty: 4284.444824
	Iteration 57Q: 3 clusters Score -1044488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1044487.937500 Penalty: 4284.444824
	Iteration 58F: 3 clusters Score -1044488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -2608153.750000 Penalty: 2345.056152
	Iteration 0F: 2 clusters Score -2608154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2598927.000000 Penalty: 4690.112305
	Iteration 0F: 3 clusters Score -2598927 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2601703.500000 Penalty: 4690.112305
	Iteration 1F: 3 clusters Score -2601704 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2601992.250000 Penalty: 4690.112305
	Iteration 2F: 3 clusters Score -2601992 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2602190.000000 Penalty: 4690.112305
	Iteration 3Q: 3 clusters Score -2602190 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2602355.000000 Penalty: 4690.112305
	Iteration 4Q: 3 clusters Score -2602355 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2602513.250000 Penalty: 4690.112305
	Iteration 5Q: 3 clusters Score -2602513 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2602738.000000 Penalty: 4690.112305
	Iteration 6Q: 3 clusters Score -2602738 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2603014.500000 Penalty: 4690.112305
	Iteration 7Q: 3 clusters Score -2603014 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2603398.000000 Penalty: 4690.112305
	Iteration 8Q: 3 clusters Score -2603398 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2603878.250000 Penalty: 4690.112305
	Iteration 9F: 3 clusters Score -2603878 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2604473.250000 Penalty: 4690.112305
	Iteration 10F: 3 clusters Score -2604473 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2605101.750000 Penalty: 4690.112305
	Iteration 11F: 3 clusters Score -2605102 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2605609.500000 Penalty: 4690.112305
	Iteration 12Q: 3 clusters Score -2605610 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2605981.250000 Penalty: 4690.112305
	Iteration 13Q: 3 clusters Score -2605981 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2606221.250000 Penalty: 4690.112305
	Iteration 14Q: 3 clusters Score -2606221 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2606379.500000 Penalty: 4690.112305
	Iteration 15Q: 3 clusters Score -2606380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2606474.250000 Penalty: 4690.112305
	Iteration 16Q: 3 clusters Score -2606474 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2606531.750000 Penalty: 4690.112305
	Iteration 17Q: 3 clusters Score -2606532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2606557.500000 Penalty: 4690.112305
	Iteration 18Q: 3 clusters Score -2606558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2606574.250000 Penalty: 4690.112305
	Iteration 19Q: 3 clusters Score -2606574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2606581.750000 Penalty: 4690.112305
	Iteration 20F: 3 clusters Score -2606582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2606584.750000 Penalty: 4690.112305
	Iteration 21Q: 3 clusters Score -2606585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2606587.500000 Penalty: 4690.112305
	Iteration 22Q: 3 clusters Score -2606588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2606592.000000 Penalty: 4690.112305
	Iteration 23Q: 3 clusters Score -2606592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2606598.250000 Penalty: 4690.112305
	Iteration 24Q: 3 clusters Score -2606598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2606599.500000 Penalty: 4690.112305
	Iteration 25Q: 3 clusters Score -2606600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2606597.250000 Penalty: 4690.112305
	Iteration 26Q: 3 clusters Score -2606597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2606601.000000 Penalty: 4690.112305
	Iteration 27Q: 3 clusters Score -2606601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2606597.500000 Penalty: 4690.112305
	Iteration 28Q: 3 clusters Score -2606598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2606602.500000 Penalty: 4690.112305
	Iteration 29Q: 3 clusters Score -2606602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2606603.250000 Penalty: 4690.112305
	Iteration 30Q: 3 clusters Score -2606603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2606603.750000 Penalty: 4690.112305
	Iteration 31Q: 3 clusters Score -2606604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2606607.500000 Penalty: 4690.112305
	Iteration 32Q: 3 clusters Score -2606608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2606610.250000 Penalty: 4690.112305
	Iteration 33Q: 3 clusters Score -2606610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2606611.750000 Penalty: 4690.112305
	Iteration 34Q: 3 clusters Score -2606612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2606612.750000 Penalty: 4690.112305
	Iteration 35Q: 3 clusters Score -2606613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2606612.750000 Penalty: 4690.112305
	Iteration 36F: 3 clusters Score -2606613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Entering Unmasked Estep 
Score: -5410970.500000 Penalty: 2539.359375
	Iteration 0F: 2 clusters Score -5410970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -5392044.500000 Penalty: 5078.718750
	Iteration 0F: 3 clusters Score -5392044 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5398629.500000 Penalty: 5078.718750
	Iteration 1F: 3 clusters Score -5398630 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -5399026.000000 Penalty: 5078.718750
	Iteration 2Q: 3 clusters Score -5399026 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -5399374.000000 Penalty: 5078.718750
	Iteration 3Q: 3 clusters Score -5399374 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5399660.500000 Penalty: 5078.718750
	Iteration 4Q: 3 clusters Score -5399660 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -5399896.000000 Penalty: 5078.718750
	Iteration 5Q: 3 clusters Score -5399896 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5400233.000000 Penalty: 5078.718750
	Iteration 6Q: 3 clusters Score -5400233 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5400653.500000 Penalty: 5078.718750
	Iteration 7Q: 3 clusters Score -5400654 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -5401141.500000 Penalty: 5078.718750
	Iteration 8Q: 3 clusters Score -5401142 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -5401868.000000 Penalty: 5078.718750
	Iteration 9Q: 3 clusters Score -5401868 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5402803.500000 Penalty: 5078.718750
	Iteration 10F: 3 clusters Score -5402804 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -5403962.000000 Penalty: 5078.718750
	Iteration 11F: 3 clusters Score -5403962 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5405215.000000 Penalty: 5078.718750
	Iteration 12F: 3 clusters Score -5405215 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -5406354.500000 Penalty: 5078.718750
	Iteration 13Q: 3 clusters Score -5406354 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5407172.500000 Penalty: 5078.718750
	Iteration 14Q: 3 clusters Score -5407172 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5407805.500000 Penalty: 5078.718750
	Iteration 15Q: 3 clusters Score -5407806 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5408168.500000 Penalty: 5078.718750
	Iteration 16Q: 3 clusters Score -5408168 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5408388.500000 Penalty: 5078.718750
	Iteration 17Q: 3 clusters Score -5408388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5408551.000000 Penalty: 5078.718750
	Iteration 18Q: 3 clusters Score -5408551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5408622.500000 Penalty: 5078.718750
	Iteration 19Q: 3 clusters Score -5408622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5408678.500000 Penalty: 5078.718750
	Iteration 20F: 3 clusters Score -5408678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5408700.500000 Penalty: 5078.718750
	Iteration 21Q: 3 clusters Score -5408700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5408720.000000 Penalty: 5078.718750
	Iteration 22Q: 3 clusters Score -5408720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5408747.500000 Penalty: 5078.718750
	Iteration 23Q: 3 clusters Score -5408748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5408756.500000 Penalty: 5078.718750
	Iteration 24Q: 3 clusters Score -5408756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5408760.000000 Penalty: 5078.718750
	Iteration 25Q: 3 clusters Score -5408760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5408775.500000 Penalty: 5078.718750
	Iteration 26Q: 3 clusters Score -5408776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5408785.000000 Penalty: 5078.718750
	Iteration 27Q: 3 clusters Score -5408785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5408791.500000 Penalty: 5078.718750
	Iteration 28Q: 3 clusters Score -5408792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5408791.000000 Penalty: 5078.718750
	Iteration 29Q: 3 clusters Score -5408791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5408789.500000 Penalty: 5078.718750
	Iteration 30Q: 3 clusters Score -5408790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5408793.500000 Penalty: 5078.718750
	Iteration 31Q: 3 clusters Score -5408794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5408793.000000 Penalty: 5078.718750
	Iteration 32Q: 3 clusters Score -5408793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5408798.000000 Penalty: 5078.718750
	Iteration 33Q: 3 clusters Score -5408798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5408805.000000 Penalty: 5078.718750
	Iteration 34Q: 3 clusters Score -5408805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5408810.000000 Penalty: 5078.718750
	Iteration 35Q: 3 clusters Score -5408810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5408810.500000 Penalty: 5078.718750
	Iteration 36Q: 3 clusters Score -5408810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5408811.500000 Penalty: 5078.718750
	Iteration 37Q: 3 clusters Score -5408812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5408808.500000 Penalty: 5078.718750
	Iteration 38Q: 3 clusters Score -5408808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5408809.000000 Penalty: 5078.718750
	Iteration 39Q: 3 clusters Score -5408809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5408811.500000 Penalty: 5078.718750
	Iteration 40F: 3 clusters Score -5408812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32489.771484 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32489.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32576.794922 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32576.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32590.046875 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32590.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32621.765625 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -32621.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32625.263672 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -32625.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32630.863281 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -32630.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32641.556641 Penalty: 2642.626465
	Iteration 6Q: 3 clusters Score -32641.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32641.556641 Penalty: 2642.626465
	Iteration 7F: 3 clusters Score -32641.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Entering Unmasked Estep 
Score: -4910157.000000 Penalty: 2525.377441
	Iteration 0F: 2 clusters Score -4910157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4892183.000000 Penalty: 5050.754883
	Iteration 0F: 3 clusters Score -4892183 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4898601.000000 Penalty: 5050.754883
	Iteration 1F: 3 clusters Score -4898601 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4899166.500000 Penalty: 5050.754883
	Iteration 2F: 3 clusters Score -4899166 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4899736.000000 Penalty: 5050.754883
	Iteration 3Q: 3 clusters Score -4899736 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4900363.500000 Penalty: 5050.754883
	Iteration 4F: 3 clusters Score -4900364 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4901077.500000 Penalty: 5050.754883
	Iteration 5F: 3 clusters Score -4901078 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4901932.500000 Penalty: 5050.754883
	Iteration 6F: 3 clusters Score -4901932 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4902952.500000 Penalty: 5050.754883
	Iteration 7F: 3 clusters Score -4902952 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4904375.500000 Penalty: 5050.754883
	Iteration 8F: 3 clusters Score -4904376 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4905791.000000 Penalty: 5050.754883
	Iteration 9F: 3 clusters Score -4905791 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4906702.000000 Penalty: 5050.754883
	Iteration 10Q: 3 clusters Score -4906702 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -4907074.500000 Penalty: 5050.754883
	Iteration 11Q: 3 clusters Score -4907074 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4907198.500000 Penalty: 5050.754883
	Iteration 12Q: 3 clusters Score -4907198 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -4907272.500000 Penalty: 5050.754883
	Iteration 13Q: 3 clusters Score -4907272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4907337.500000 Penalty: 5050.754883
	Iteration 14Q: 3 clusters Score -4907338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4907377.500000 Penalty: 5050.754883
	Iteration 15Q: 3 clusters Score -4907378 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -4907411.500000 Penalty: 5050.754883
	Iteration 16Q: 3 clusters Score -4907412 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4907451.000000 Penalty: 5050.754883
	Iteration 17Q: 3 clusters Score -4907451 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4907495.500000 Penalty: 5050.754883
	Iteration 18Q: 3 clusters Score -4907496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4907516.500000 Penalty: 5050.754883
	Iteration 19Q: 3 clusters Score -4907516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4907547.000000 Penalty: 5050.754883
	Iteration 20F: 3 clusters Score -4907547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -4907565.500000 Penalty: 5050.754883
	Iteration 21Q: 3 clusters Score -4907566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4907587.000000 Penalty: 5050.754883
	Iteration 22Q: 3 clusters Score -4907587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4907610.000000 Penalty: 5050.754883
	Iteration 23Q: 3 clusters Score -4907610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4907649.000000 Penalty: 5050.754883
	Iteration 24Q: 3 clusters Score -4907649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4907684.000000 Penalty: 5050.754883
	Iteration 25Q: 3 clusters Score -4907684 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4907717.000000 Penalty: 5050.754883
	Iteration 26Q: 3 clusters Score -4907717 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4907737.000000 Penalty: 5050.754883
	Iteration 27Q: 3 clusters Score -4907737 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4907749.000000 Penalty: 5050.754883
	Iteration 28Q: 3 clusters Score -4907749 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4907776.500000 Penalty: 5050.754883
	Iteration 29Q: 3 clusters Score -4907776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4907811.000000 Penalty: 5050.754883
	Iteration 30Q: 3 clusters Score -4907811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4907827.500000 Penalty: 5050.754883
	Iteration 31Q: 3 clusters Score -4907828 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4907863.000000 Penalty: 5050.754883
	Iteration 32Q: 3 clusters Score -4907863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4907890.000000 Penalty: 5050.754883
	Iteration 33Q: 3 clusters Score -4907890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4907921.500000 Penalty: 5050.754883
	Iteration 34Q: 3 clusters Score -4907922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4907958.000000 Penalty: 5050.754883
	Iteration 35Q: 3 clusters Score -4907958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4907986.500000 Penalty: 5050.754883
	Iteration 36Q: 3 clusters Score -4907986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4908027.500000 Penalty: 5050.754883
	Iteration 37Q: 3 clusters Score -4908028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4908059.500000 Penalty: 5050.754883
	Iteration 38Q: 3 clusters Score -4908060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4908064.000000 Penalty: 5050.754883
	Iteration 39Q: 3 clusters Score -4908064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4908068.000000 Penalty: 5050.754883
	Iteration 40F: 3 clusters Score -4908068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4908094.500000 Penalty: 5050.754883
	Iteration 41Q: 3 clusters Score -4908094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4908103.500000 Penalty: 5050.754883
	Iteration 42Q: 3 clusters Score -4908104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4908109.000000 Penalty: 5050.754883
	Iteration 43Q: 3 clusters Score -4908109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4908122.000000 Penalty: 5050.754883
	Iteration 44Q: 3 clusters Score -4908122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4908131.500000 Penalty: 5050.754883
	Iteration 45Q: 3 clusters Score -4908132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4908140.500000 Penalty: 5050.754883
	Iteration 46Q: 3 clusters Score -4908140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4908135.000000 Penalty: 5050.754883
	Iteration 47Q: 3 clusters Score -4908135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4908139.500000 Penalty: 5050.754883
	Iteration 48Q: 3 clusters Score -4908140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4908152.000000 Penalty: 5050.754883
	Iteration 49Q: 3 clusters Score -4908152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4908155.000000 Penalty: 5050.754883
	Iteration 50Q: 3 clusters Score -4908155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4908169.500000 Penalty: 5050.754883
	Iteration 51Q: 3 clusters Score -4908170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4908185.000000 Penalty: 5050.754883
	Iteration 52Q: 3 clusters Score -4908185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4908184.500000 Penalty: 5050.754883
	Iteration 53Q: 3 clusters Score -4908184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4908197.000000 Penalty: 5050.754883
	Iteration 54Q: 3 clusters Score -4908197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4908197.000000 Penalty: 5050.754883
	Iteration 55Q: 3 clusters Score -4908197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4908219.000000 Penalty: 5050.754883
	Iteration 56Q: 3 clusters Score -4908219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4908223.000000 Penalty: 5050.754883
	Iteration 57Q: 3 clusters Score -4908223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4908230.500000 Penalty: 5050.754883
	Iteration 58Q: 3 clusters Score -4908230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4908241.500000 Penalty: 5050.754883
	Iteration 59Q: 3 clusters Score -4908242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4908242.500000 Penalty: 5050.754883
	Iteration 60F: 3 clusters Score -4908242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4908242.500000 Penalty: 5050.754883
	Iteration 61Q: 3 clusters Score -4908242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4908253.500000 Penalty: 5050.754883
	Iteration 62Q: 3 clusters Score -4908254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4908254.500000 Penalty: 5050.754883
	Iteration 63Q: 3 clusters Score -4908254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4908248.500000 Penalty: 5050.754883
	Iteration 64Q: 3 clusters Score -4908248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4908260.500000 Penalty: 5050.754883
	Iteration 65Q: 3 clusters Score -4908260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4908258.500000 Penalty: 5050.754883
	Iteration 66Q: 3 clusters Score -4908258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4908263.500000 Penalty: 5050.754883
	Iteration 67Q: 3 clusters Score -4908264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4908269.500000 Penalty: 5050.754883
	Iteration 68Q: 3 clusters Score -4908270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4908264.500000 Penalty: 5050.754883
	Iteration 69Q: 3 clusters Score -4908264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4908272.500000 Penalty: 5050.754883
	Iteration 70Q: 3 clusters Score -4908272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4908273.500000 Penalty: 5050.754883
	Iteration 71Q: 3 clusters Score -4908274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4908273.500000 Penalty: 5050.754883
	Iteration 72Q: 3 clusters Score -4908274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4908283.000000 Penalty: 5050.754883
	Iteration 73Q: 3 clusters Score -4908283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4908289.000000 Penalty: 5050.754883
	Iteration 74Q: 3 clusters Score -4908289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4908285.000000 Penalty: 5050.754883
	Iteration 75Q: 3 clusters Score -4908285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4908295.000000 Penalty: 5050.754883
	Iteration 76Q: 3 clusters Score -4908295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4908292.000000 Penalty: 5050.754883
	Iteration 77Q: 3 clusters Score -4908292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4908294.500000 Penalty: 5050.754883
	Iteration 78Q: 3 clusters Score -4908294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4908301.000000 Penalty: 5050.754883
	Iteration 79Q: 3 clusters Score -4908301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4908307.000000 Penalty: 5050.754883
	Iteration 80F: 3 clusters Score -4908307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4908311.000000 Penalty: 5050.754883
	Iteration 81Q: 3 clusters Score -4908311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4908317.000000 Penalty: 5050.754883
	Iteration 82Q: 3 clusters Score -4908317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4908323.500000 Penalty: 5050.754883
	Iteration 83Q: 3 clusters Score -4908324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4908319.000000 Penalty: 5050.754883
	Iteration 84Q: 3 clusters Score -4908319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4908320.500000 Penalty: 5050.754883
	Iteration 85Q: 3 clusters Score -4908320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4908319.000000 Penalty: 5050.754883
	Iteration 86Q: 3 clusters Score -4908319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4908319.000000 Penalty: 5050.754883
	Iteration 87F: 3 clusters Score -4908319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Entering Unmasked Estep 
Score: -5151244.500000 Penalty: 2534.056641
	Iteration 0F: 2 clusters Score -5151244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5132471.000000 Penalty: 5068.113281
	Iteration 0F: 3 clusters Score -5132471 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5139128.500000 Penalty: 5068.113281
	Iteration 1F: 3 clusters Score -5139128 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5139555.500000 Penalty: 5068.113281
	Iteration 2Q: 3 clusters Score -5139556 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5139919.500000 Penalty: 5068.113281
	Iteration 3Q: 3 clusters Score -5139920 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -5140295.000000 Penalty: 5068.113281
	Iteration 4Q: 3 clusters Score -5140295 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5140644.500000 Penalty: 5068.113281
	Iteration 5Q: 3 clusters Score -5140644 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5141076.000000 Penalty: 5068.113281
	Iteration 6Q: 3 clusters Score -5141076 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5141552.000000 Penalty: 5068.113281
	Iteration 7Q: 3 clusters Score -5141552 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5142191.500000 Penalty: 5068.113281
	Iteration 8Q: 3 clusters Score -5142192 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -5143022.000000 Penalty: 5068.113281
	Iteration 9Q: 3 clusters Score -5143022 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -5143992.500000 Penalty: 5068.113281
	Iteration 10Q: 3 clusters Score -5143992 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5144976.000000 Penalty: 5068.113281
	Iteration 11Q: 3 clusters Score -5144976 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -5145844.000000 Penalty: 5068.113281
	Iteration 12Q: 3 clusters Score -5145844 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -5146483.000000 Penalty: 5068.113281
	Iteration 13Q: 3 clusters Score -5146483 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5146937.500000 Penalty: 5068.113281
	Iteration 14Q: 3 clusters Score -5146938 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5147242.500000 Penalty: 5068.113281
	Iteration 15Q: 3 clusters Score -5147242 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -5147508.000000 Penalty: 5068.113281
	Iteration 16Q: 3 clusters Score -5147508 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5147715.500000 Penalty: 5068.113281
	Iteration 17Q: 3 clusters Score -5147716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -5147893.000000 Penalty: 5068.113281
	Iteration 18Q: 3 clusters Score -5147893 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5148069.000000 Penalty: 5068.113281
	Iteration 19Q: 3 clusters Score -5148069 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5148248.000000 Penalty: 5068.113281
	Iteration 20F: 3 clusters Score -5148248 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -5148395.000000 Penalty: 5068.113281
	Iteration 21Q: 3 clusters Score -5148395 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -5148513.500000 Penalty: 5068.113281
	Iteration 22Q: 3 clusters Score -5148514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5148609.500000 Penalty: 5068.113281
	Iteration 23Q: 3 clusters Score -5148610 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5148700.500000 Penalty: 5068.113281
	Iteration 24Q: 3 clusters Score -5148700 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5148774.500000 Penalty: 5068.113281
	Iteration 25Q: 3 clusters Score -5148774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -5148859.000000 Penalty: 5068.113281
	Iteration 26Q: 3 clusters Score -5148859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5148914.500000 Penalty: 5068.113281
	Iteration 27Q: 3 clusters Score -5148914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5148949.500000 Penalty: 5068.113281
	Iteration 28Q: 3 clusters Score -5148950 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -5148975.000000 Penalty: 5068.113281
	Iteration 29Q: 3 clusters Score -5148975 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5149027.000000 Penalty: 5068.113281
	Iteration 30Q: 3 clusters Score -5149027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5149050.000000 Penalty: 5068.113281
	Iteration 31Q: 3 clusters Score -5149050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5149096.500000 Penalty: 5068.113281
	Iteration 32Q: 3 clusters Score -5149096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5149120.000000 Penalty: 5068.113281
	Iteration 33Q: 3 clusters Score -5149120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -5149135.000000 Penalty: 5068.113281
	Iteration 34Q: 3 clusters Score -5149135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -5149148.000000 Penalty: 5068.113281
	Iteration 35Q: 3 clusters Score -5149148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5149162.500000 Penalty: 5068.113281
	Iteration 36Q: 3 clusters Score -5149162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5149161.000000 Penalty: 5068.113281
	Iteration 37Q: 3 clusters Score -5149161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5149173.500000 Penalty: 5068.113281
	Iteration 38Q: 3 clusters Score -5149174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5149179.500000 Penalty: 5068.113281
	Iteration 39Q: 3 clusters Score -5149180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5149179.000000 Penalty: 5068.113281
	Iteration 40F: 3 clusters Score -5149179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5149183.500000 Penalty: 5068.113281
	Iteration 41Q: 3 clusters Score -5149184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -5149193.000000 Penalty: 5068.113281
	Iteration 42Q: 3 clusters Score -5149193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5149196.500000 Penalty: 5068.113281
	Iteration 43Q: 3 clusters Score -5149196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5149197.500000 Penalty: 5068.113281
	Iteration 44Q: 3 clusters Score -5149198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5149197.500000 Penalty: 5068.113281
	Iteration 45F: 3 clusters Score -5149198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Entering Unmasked Estep 
Score: -6692116.000000 Penalty: 2600.682861
	Iteration 0F: 2 clusters Score -6692116 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 17803 members 
Entering Unmasked Estep 
Score: -6668748.000000 Penalty: 5201.365723
	Iteration 0F: 3 clusters Score -6668748 nChanged 16267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -6677733.500000 Penalty: 5201.365723
	Iteration 1F: 3 clusters Score -6677734 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6678333.000000 Penalty: 5201.365723
	Iteration 2Q: 3 clusters Score -6678333 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -6678945.000000 Penalty: 5201.365723
	Iteration 3Q: 3 clusters Score -6678945 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -6679550.500000 Penalty: 5201.365723
	Iteration 4Q: 3 clusters Score -6679550 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -6680445.500000 Penalty: 5201.365723
	Iteration 5Q: 3 clusters Score -6680446 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6681563.000000 Penalty: 5201.365723
	Iteration 6F: 3 clusters Score -6681563 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -6683010.500000 Penalty: 5201.365723
	Iteration 7F: 3 clusters Score -6683010 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -6684615.000000 Penalty: 5201.365723
	Iteration 8F: 3 clusters Score -6684615 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -6685935.500000 Penalty: 5201.365723
	Iteration 9Q: 3 clusters Score -6685936 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -6686698.500000 Penalty: 5201.365723
	Iteration 10Q: 3 clusters Score -6686698 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -6687249.500000 Penalty: 5201.365723
	Iteration 11Q: 3 clusters Score -6687250 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -6687575.500000 Penalty: 5201.365723
	Iteration 12Q: 3 clusters Score -6687576 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -6687935.000000 Penalty: 5201.365723
	Iteration 13Q: 3 clusters Score -6687935 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -6688218.500000 Penalty: 5201.365723
	Iteration 14Q: 3 clusters Score -6688218 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -6688477.500000 Penalty: 5201.365723
	Iteration 15Q: 3 clusters Score -6688478 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6688733.500000 Penalty: 5201.365723
	Iteration 16Q: 3 clusters Score -6688734 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6688954.500000 Penalty: 5201.365723
	Iteration 17Q: 3 clusters Score -6688954 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6689185.500000 Penalty: 5201.365723
	Iteration 18Q: 3 clusters Score -6689186 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6689353.500000 Penalty: 5201.365723
	Iteration 19Q: 3 clusters Score -6689354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6689525.000000 Penalty: 5201.365723
	Iteration 20F: 3 clusters Score -6689525 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6689617.000000 Penalty: 5201.365723
	Iteration 21Q: 3 clusters Score -6689617 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6689744.500000 Penalty: 5201.365723
	Iteration 22Q: 3 clusters Score -6689744 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -6689836.500000 Penalty: 5201.365723
	Iteration 23Q: 3 clusters Score -6689836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6689864.000000 Penalty: 5201.365723
	Iteration 24Q: 3 clusters Score -6689864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6689900.000000 Penalty: 5201.365723
	Iteration 25Q: 3 clusters Score -6689900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6689947.000000 Penalty: 5201.365723
	Iteration 26Q: 3 clusters Score -6689947 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6689952.000000 Penalty: 5201.365723
	Iteration 27Q: 3 clusters Score -6689952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6689979.000000 Penalty: 5201.365723
	Iteration 28Q: 3 clusters Score -6689979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6689980.500000 Penalty: 5201.365723
	Iteration 29Q: 3 clusters Score -6689980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6689973.500000 Penalty: 5201.365723
	Iteration 30Q: 3 clusters Score -6689974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6689987.000000 Penalty: 5201.365723
	Iteration 31Q: 3 clusters Score -6689987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6690002.500000 Penalty: 5201.365723
	Iteration 32Q: 3 clusters Score -6690002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6690006.500000 Penalty: 5201.365723
	Iteration 33Q: 3 clusters Score -6690006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6690000.500000 Penalty: 5201.365723
	Iteration 34Q: 3 clusters Score -6690000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6690015.000000 Penalty: 5201.365723
	Iteration 35Q: 3 clusters Score -6690015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6690015.500000 Penalty: 5201.365723
	Iteration 36Q: 3 clusters Score -6690016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6690023.000000 Penalty: 5201.365723
	Iteration 37Q: 3 clusters Score -6690023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6690020.000000 Penalty: 5201.365723
	Iteration 38Q: 3 clusters Score -6690020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6690013.000000 Penalty: 5201.365723
	Iteration 39Q: 3 clusters Score -6690013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6690016.500000 Penalty: 5201.365723
	Iteration 40F: 3 clusters Score -6690016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6690033.500000 Penalty: 5201.365723
	Iteration 41Q: 3 clusters Score -6690034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6690040.000000 Penalty: 5201.365723
	Iteration 42Q: 3 clusters Score -6690040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6690034.500000 Penalty: 5201.365723
	Iteration 43Q: 3 clusters Score -6690034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6690039.500000 Penalty: 5201.365723
	Iteration 44Q: 3 clusters Score -6690040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6690046.500000 Penalty: 5201.365723
	Iteration 45Q: 3 clusters Score -6690046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6690040.500000 Penalty: 5201.365723
	Iteration 46Q: 3 clusters Score -6690040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6690052.500000 Penalty: 5201.365723
	Iteration 47Q: 3 clusters Score -6690052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6690054.000000 Penalty: 5201.365723
	Iteration 48Q: 3 clusters Score -6690054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6690052.000000 Penalty: 5201.365723
	Iteration 49Q: 3 clusters Score -6690052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6690057.500000 Penalty: 5201.365723
	Iteration 50Q: 3 clusters Score -6690058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6690054.500000 Penalty: 5201.365723
	Iteration 51Q: 3 clusters Score -6690054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6690062.500000 Penalty: 5201.365723
	Iteration 52Q: 3 clusters Score -6690062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6690064.000000 Penalty: 5201.365723
	Iteration 53Q: 3 clusters Score -6690064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6690061.500000 Penalty: 5201.365723
	Iteration 54Q: 3 clusters Score -6690062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6690072.000000 Penalty: 5201.365723
	Iteration 55Q: 3 clusters Score -6690072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6690070.500000 Penalty: 5201.365723
	Iteration 56Q: 3 clusters Score -6690070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6690067.500000 Penalty: 5201.365723
	Iteration 57Q: 3 clusters Score -6690068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6690069.500000 Penalty: 5201.365723
	Iteration 58Q: 3 clusters Score -6690070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6690069.500000 Penalty: 5201.365723
	Iteration 59F: 3 clusters Score -6690070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Entering Unmasked Estep 
Score: -5126939.500000 Penalty: 2524.974121
	Iteration 0F: 2 clusters Score -5126940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -5108956.000000 Penalty: 5049.948242
	Iteration 0F: 3 clusters Score -5108956 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -5115340.000000 Penalty: 5049.948242
	Iteration 1F: 3 clusters Score -5115340 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -5115693.000000 Penalty: 5049.948242
	Iteration 2Q: 3 clusters Score -5115693 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5116032.000000 Penalty: 5049.948242
	Iteration 3Q: 3 clusters Score -5116032 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -5116308.500000 Penalty: 5049.948242
	Iteration 4Q: 3 clusters Score -5116308 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5116585.000000 Penalty: 5049.948242
	Iteration 5Q: 3 clusters Score -5116585 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5116994.500000 Penalty: 5049.948242
	Iteration 6Q: 3 clusters Score -5116994 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5117587.000000 Penalty: 5049.948242
	Iteration 7Q: 3 clusters Score -5117587 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -5118428.500000 Penalty: 5049.948242
	Iteration 8F: 3 clusters Score -5118428 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5119481.000000 Penalty: 5049.948242
	Iteration 9F: 3 clusters Score -5119481 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5120593.000000 Penalty: 5049.948242
	Iteration 10F: 3 clusters Score -5120593 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -5122131.000000 Penalty: 5049.948242
	Iteration 11Q: 3 clusters Score -5122131 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5123333.500000 Penalty: 5049.948242
	Iteration 12Q: 3 clusters Score -5123334 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5123974.000000 Penalty: 5049.948242
	Iteration 13Q: 3 clusters Score -5123974 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -5124296.000000 Penalty: 5049.948242
	Iteration 14Q: 3 clusters Score -5124296 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -5124463.000000 Penalty: 5049.948242
	Iteration 15Q: 3 clusters Score -5124463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5124574.000000 Penalty: 5049.948242
	Iteration 16Q: 3 clusters Score -5124574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5124625.500000 Penalty: 5049.948242
	Iteration 17Q: 3 clusters Score -5124626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -5124680.000000 Penalty: 5049.948242
	Iteration 18Q: 3 clusters Score -5124680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5124712.000000 Penalty: 5049.948242
	Iteration 19Q: 3 clusters Score -5124712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5124730.500000 Penalty: 5049.948242
	Iteration 20F: 3 clusters Score -5124730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5124744.000000 Penalty: 5049.948242
	Iteration 21Q: 3 clusters Score -5124744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5124756.500000 Penalty: 5049.948242
	Iteration 22Q: 3 clusters Score -5124756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -5124762.500000 Penalty: 5049.948242
	Iteration 23Q: 3 clusters Score -5124762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -5124763.000000 Penalty: 5049.948242
	Iteration 24Q: 3 clusters Score -5124763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -5124763.000000 Penalty: 5049.948242
	Iteration 25F: 3 clusters Score -5124763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -384953.531250 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -384953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -382271.375000 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -382271.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -382863.781250 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -382863.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -383149.093750 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -383149.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -383354.031250 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -383354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -383488.625000 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -383488.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -383619.718750 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -383619.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -383737.531250 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -383737.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -383847.375000 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -383847.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -383951.875000 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -383951.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -384035.468750 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -384035.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -384096.906250 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -384096.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -384173.562500 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -384173.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -384221.437500 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -384221.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -384253.031250 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -384253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -384265.687500 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -384265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -384274.500000 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -384274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -384278.625000 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -384278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -384280.687500 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -384280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -384284.281250 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -384284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -384289.468750 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -384289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -384291.156250 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -384291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -384291.656250 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -384291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -384291.656250 Penalty: 3804.532715
	Iteration 22F: 3 clusters Score -384291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Entering Unmasked Estep 
Score: -7591042.500000 Penalty: 2625.121826
	Iteration 0F: 2 clusters Score -7591042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -7565491.500000 Penalty: 5250.243652
	Iteration 0F: 3 clusters Score -7565492 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -7575288.000000 Penalty: 5250.243652
	Iteration 1F: 3 clusters Score -7575288 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -7575821.500000 Penalty: 5250.243652
	Iteration 2Q: 3 clusters Score -7575822 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -7576193.500000 Penalty: 5250.243652
	Iteration 3Q: 3 clusters Score -7576194 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -7576576.000000 Penalty: 5250.243652
	Iteration 4Q: 3 clusters Score -7576576 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -7576978.000000 Penalty: 5250.243652
	Iteration 5Q: 3 clusters Score -7576978 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -7577323.000000 Penalty: 5250.243652
	Iteration 6Q: 3 clusters Score -7577323 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -7577757.500000 Penalty: 5250.243652
	Iteration 7Q: 3 clusters Score -7577758 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -7578305.500000 Penalty: 5250.243652
	Iteration 8Q: 3 clusters Score -7578306 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -7578990.000000 Penalty: 5250.243652
	Iteration 9Q: 3 clusters Score -7578990 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -7579805.500000 Penalty: 5250.243652
	Iteration 10Q: 3 clusters Score -7579806 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7580808.500000 Penalty: 5250.243652
	Iteration 11Q: 3 clusters Score -7580808 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -7581788.500000 Penalty: 5250.243652
	Iteration 12Q: 3 clusters Score -7581788 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -7582764.500000 Penalty: 5250.243652
	Iteration 13Q: 3 clusters Score -7582764 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -7583647.500000 Penalty: 5250.243652
	Iteration 14Q: 3 clusters Score -7583648 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -7584304.500000 Penalty: 5250.243652
	Iteration 15Q: 3 clusters Score -7584304 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -7584717.500000 Penalty: 5250.243652
	Iteration 16Q: 3 clusters Score -7584718 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -7584908.000000 Penalty: 5250.243652
	Iteration 17Q: 3 clusters Score -7584908 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -7584991.000000 Penalty: 5250.243652
	Iteration 18Q: 3 clusters Score -7584991 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -7585065.500000 Penalty: 5250.243652
	Iteration 19Q: 3 clusters Score -7585066 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -7585126.000000 Penalty: 5250.243652
	Iteration 20F: 3 clusters Score -7585126 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -7585185.000000 Penalty: 5250.243652
	Iteration 21Q: 3 clusters Score -7585185 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -7585238.000000 Penalty: 5250.243652
	Iteration 22Q: 3 clusters Score -7585238 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -7585352.500000 Penalty: 5250.243652
	Iteration 23Q: 3 clusters Score -7585352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -7585464.500000 Penalty: 5250.243652
	Iteration 24Q: 3 clusters Score -7585464 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -7585566.500000 Penalty: 5250.243652
	Iteration 25Q: 3 clusters Score -7585566 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -7585611.500000 Penalty: 5250.243652
	Iteration 26Q: 3 clusters Score -7585612 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -7585721.500000 Penalty: 5250.243652
	Iteration 27Q: 3 clusters Score -7585722 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -7585812.500000 Penalty: 5250.243652
	Iteration 28Q: 3 clusters Score -7585812 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -7585906.000000 Penalty: 5250.243652
	Iteration 29Q: 3 clusters Score -7585906 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7585966.500000 Penalty: 5250.243652
	Iteration 30Q: 3 clusters Score -7585966 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -7586034.000000 Penalty: 5250.243652
	Iteration 31Q: 3 clusters Score -7586034 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7586126.000000 Penalty: 5250.243652
	Iteration 32Q: 3 clusters Score -7586126 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -7586198.500000 Penalty: 5250.243652
	Iteration 33Q: 3 clusters Score -7586198 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -7586279.000000 Penalty: 5250.243652
	Iteration 34Q: 3 clusters Score -7586279 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -7586335.500000 Penalty: 5250.243652
	Iteration 35Q: 3 clusters Score -7586336 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -7586409.500000 Penalty: 5250.243652
	Iteration 36Q: 3 clusters Score -7586410 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -7586475.500000 Penalty: 5250.243652
	Iteration 37Q: 3 clusters Score -7586476 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7586487.500000 Penalty: 5250.243652
	Iteration 38Q: 3 clusters Score -7586488 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7586539.500000 Penalty: 5250.243652
	Iteration 39Q: 3 clusters Score -7586540 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -7586600.500000 Penalty: 5250.243652
	Iteration 40F: 3 clusters Score -7586600 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -7586640.000000 Penalty: 5250.243652
	Iteration 41Q: 3 clusters Score -7586640 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -7586682.000000 Penalty: 5250.243652
	Iteration 42Q: 3 clusters Score -7586682 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -7586688.500000 Penalty: 5250.243652
	Iteration 43Q: 3 clusters Score -7586688 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -7586762.500000 Penalty: 5250.243652
	Iteration 44Q: 3 clusters Score -7586762 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -7586770.500000 Penalty: 5250.243652
	Iteration 45Q: 3 clusters Score -7586770 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7586832.500000 Penalty: 5250.243652
	Iteration 46Q: 3 clusters Score -7586832 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -7586899.000000 Penalty: 5250.243652
	Iteration 47Q: 3 clusters Score -7586899 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -7586928.000000 Penalty: 5250.243652
	Iteration 48Q: 3 clusters Score -7586928 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -7586987.500000 Penalty: 5250.243652
	Iteration 49Q: 3 clusters Score -7586988 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -7586992.000000 Penalty: 5250.243652
	Iteration 50Q: 3 clusters Score -7586992 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -7587022.000000 Penalty: 5250.243652
	Iteration 51Q: 3 clusters Score -7587022 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7587072.500000 Penalty: 5250.243652
	Iteration 52Q: 3 clusters Score -7587072 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -7587125.000000 Penalty: 5250.243652
	Iteration 53Q: 3 clusters Score -7587125 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -7587137.500000 Penalty: 5250.243652
	Iteration 54Q: 3 clusters Score -7587138 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -7587233.500000 Penalty: 5250.243652
	Iteration 55Q: 3 clusters Score -7587234 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7587271.000000 Penalty: 5250.243652
	Iteration 56Q: 3 clusters Score -7587271 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -7587345.000000 Penalty: 5250.243652
	Iteration 57Q: 3 clusters Score -7587345 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -7587366.000000 Penalty: 5250.243652
	Iteration 58Q: 3 clusters Score -7587366 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -7587460.500000 Penalty: 5250.243652
	Iteration 59Q: 3 clusters Score -7587460 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -7587547.000000 Penalty: 5250.243652
	Iteration 60F: 3 clusters Score -7587547 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -7587652.500000 Penalty: 5250.243652
	Iteration 61Q: 3 clusters Score -7587652 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -7587780.500000 Penalty: 5250.243652
	Iteration 62Q: 3 clusters Score -7587780 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -7587910.000000 Penalty: 5250.243652
	Iteration 63Q: 3 clusters Score -7587910 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -7588017.500000 Penalty: 5250.243652
	Iteration 64Q: 3 clusters Score -7588018 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -7588178.000000 Penalty: 5250.243652
	Iteration 65Q: 3 clusters Score -7588178 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -7588257.500000 Penalty: 5250.243652
	Iteration 66Q: 3 clusters Score -7588258 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7588312.000000 Penalty: 5250.243652
	Iteration 67Q: 3 clusters Score -7588312 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -7588384.000000 Penalty: 5250.243652
	Iteration 68Q: 3 clusters Score -7588384 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -7588453.500000 Penalty: 5250.243652
	Iteration 69Q: 3 clusters Score -7588454 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -7588501.500000 Penalty: 5250.243652
	Iteration 70Q: 3 clusters Score -7588502 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -7588587.000000 Penalty: 5250.243652
	Iteration 71Q: 3 clusters Score -7588587 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7588651.500000 Penalty: 5250.243652
	Iteration 72Q: 3 clusters Score -7588652 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -7588767.000000 Penalty: 5250.243652
	Iteration 73Q: 3 clusters Score -7588767 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -7588799.000000 Penalty: 5250.243652
	Iteration 74Q: 3 clusters Score -7588799 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7588820.500000 Penalty: 5250.243652
	Iteration 75Q: 3 clusters Score -7588820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7588838.000000 Penalty: 5250.243652
	Iteration 76Q: 3 clusters Score -7588838 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7588873.000000 Penalty: 5250.243652
	Iteration 77Q: 3 clusters Score -7588873 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7588910.500000 Penalty: 5250.243652
	Iteration 78Q: 3 clusters Score -7588910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7588892.000000 Penalty: 5250.243652
	Iteration 79Q: 3 clusters Score -7588892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -7588950.000000 Penalty: 5250.243652
	Iteration 80F: 3 clusters Score -7588950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7588968.000000 Penalty: 5250.243652
	Iteration 81Q: 3 clusters Score -7588968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7588982.500000 Penalty: 5250.243652
	Iteration 82Q: 3 clusters Score -7588982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -7588961.500000 Penalty: 5250.243652
	Iteration 83Q: 3 clusters Score -7588962 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7588947.500000 Penalty: 5250.243652
	Iteration 84Q: 3 clusters Score -7588948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7588948.500000 Penalty: 5250.243652
	Iteration 85Q: 3 clusters Score -7588948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -7588961.500000 Penalty: 5250.243652
	Iteration 86Q: 3 clusters Score -7588962 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7588964.500000 Penalty: 5250.243652
	Iteration 87Q: 3 clusters Score -7588964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7588971.000000 Penalty: 5250.243652
	Iteration 88Q: 3 clusters Score -7588971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7588970.000000 Penalty: 5250.243652
	Iteration 89Q: 3 clusters Score -7588970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7588977.500000 Penalty: 5250.243652
	Iteration 90Q: 3 clusters Score -7588978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7588975.500000 Penalty: 5250.243652
	Iteration 91Q: 3 clusters Score -7588976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7588978.500000 Penalty: 5250.243652
	Iteration 92Q: 3 clusters Score -7588978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7588981.000000 Penalty: 5250.243652
	Iteration 93Q: 3 clusters Score -7588981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7588982.500000 Penalty: 5250.243652
	Iteration 94Q: 3 clusters Score -7588982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -7588984.000000 Penalty: 5250.243652
	Iteration 95Q: 3 clusters Score -7588984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7588985.500000 Penalty: 5250.243652
	Iteration 96Q: 3 clusters Score -7588986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7588984.500000 Penalty: 5250.243652
	Iteration 97Q: 3 clusters Score -7588984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7588981.500000 Penalty: 5250.243652
	Iteration 98Q: 3 clusters Score -7588982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7588988.000000 Penalty: 5250.243652
	Iteration 99Q: 3 clusters Score -7588988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7588986.500000 Penalty: 5250.243652
	Iteration 100F: 3 clusters Score -7588986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -3588248.750000 Penalty: 2436.180176
	Iteration 0F: 2 clusters Score -3588249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3575362.000000 Penalty: 4872.360352
	Iteration 0F: 3 clusters Score -3575362 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3579554.500000 Penalty: 4872.360352
	Iteration 1F: 3 clusters Score -3579554 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3579914.250000 Penalty: 4872.360352
	Iteration 2F: 3 clusters Score -3579914 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3580146.250000 Penalty: 4872.360352
	Iteration 3Q: 3 clusters Score -3580146 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3580317.750000 Penalty: 4872.360352
	Iteration 4Q: 3 clusters Score -3580318 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3580473.750000 Penalty: 4872.360352
	Iteration 5Q: 3 clusters Score -3580474 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3580623.000000 Penalty: 4872.360352
	Iteration 6Q: 3 clusters Score -3580623 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -3580835.000000 Penalty: 4872.360352
	Iteration 7Q: 3 clusters Score -3580835 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3581068.500000 Penalty: 4872.360352
	Iteration 8Q: 3 clusters Score -3581068 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -3581388.500000 Penalty: 4872.360352
	Iteration 9Q: 3 clusters Score -3581388 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3581812.250000 Penalty: 4872.360352
	Iteration 10Q: 3 clusters Score -3581812 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3582434.750000 Penalty: 4872.360352
	Iteration 11F: 3 clusters Score -3582435 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3583183.000000 Penalty: 4872.360352
	Iteration 12F: 3 clusters Score -3583183 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3583996.500000 Penalty: 4872.360352
	Iteration 13F: 3 clusters Score -3583996 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3584768.250000 Penalty: 4872.360352
	Iteration 14Q: 3 clusters Score -3584768 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3585335.500000 Penalty: 4872.360352
	Iteration 15Q: 3 clusters Score -3585336 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3585671.500000 Penalty: 4872.360352
	Iteration 16Q: 3 clusters Score -3585672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3585844.000000 Penalty: 4872.360352
	Iteration 17Q: 3 clusters Score -3585844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3585967.750000 Penalty: 4872.360352
	Iteration 18Q: 3 clusters Score -3585968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3586042.000000 Penalty: 4872.360352
	Iteration 19Q: 3 clusters Score -3586042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3586067.000000 Penalty: 4872.360352
	Iteration 20F: 3 clusters Score -3586067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3586091.250000 Penalty: 4872.360352
	Iteration 21Q: 3 clusters Score -3586091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3586108.500000 Penalty: 4872.360352
	Iteration 22Q: 3 clusters Score -3586108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3586111.000000 Penalty: 4872.360352
	Iteration 23Q: 3 clusters Score -3586111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3586123.500000 Penalty: 4872.360352
	Iteration 24Q: 3 clusters Score -3586124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3586120.500000 Penalty: 4872.360352
	Iteration 25Q: 3 clusters Score -3586120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3586118.000000 Penalty: 4872.360352
	Iteration 26Q: 3 clusters Score -3586118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3586124.000000 Penalty: 4872.360352
	Iteration 27Q: 3 clusters Score -3586124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -3586124.000000 Penalty: 4872.360352
	Iteration 28F: 3 clusters Score -3586124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -85386.273438 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -85386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -83901.179688 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -83901.18 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84113.039062 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -84113.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84190.539062 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -84190.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84242.703125 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -84242.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84268.953125 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -84268.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84303.109375 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -84303.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84339.039062 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -84339.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84402.164062 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -84402.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84464.250000 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -84464.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84495.757812 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -84495.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84527.906250 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -84527.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84553.109375 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -84553.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84565.078125 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -84565.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84570.820312 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -84570.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84579.046875 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -84579.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84586.515625 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -84586.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84588.875000 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -84588.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84595.515625 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -84595.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84599.882812 Penalty: 3079.460693
	Iteration 18Q: 3 clusters Score -84599.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84604.140625 Penalty: 3079.460693
	Iteration 19Q: 3 clusters Score -84604.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84604.140625 Penalty: 3079.460693
	Iteration 20F: 3 clusters Score -84604.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Entering Unmasked Estep 
Score: -3422370.750000 Penalty: 2416.328613
	Iteration 0F: 2 clusters Score -3422371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3410466.750000 Penalty: 4832.657227
	Iteration 0F: 3 clusters Score -3410467 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3414294.250000 Penalty: 4832.657227
	Iteration 1F: 3 clusters Score -3414294 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3414617.500000 Penalty: 4832.657227
	Iteration 2F: 3 clusters Score -3414618 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3414875.750000 Penalty: 4832.657227
	Iteration 3Q: 3 clusters Score -3414876 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3415056.000000 Penalty: 4832.657227
	Iteration 4Q: 3 clusters Score -3415056 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3415169.500000 Penalty: 4832.657227
	Iteration 5Q: 3 clusters Score -3415170 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3415267.500000 Penalty: 4832.657227
	Iteration 6Q: 3 clusters Score -3415268 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3415371.750000 Penalty: 4832.657227
	Iteration 7Q: 3 clusters Score -3415372 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3415449.000000 Penalty: 4832.657227
	Iteration 8Q: 3 clusters Score -3415449 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3415496.250000 Penalty: 4832.657227
	Iteration 9Q: 3 clusters Score -3415496 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3415585.750000 Penalty: 4832.657227
	Iteration 10Q: 3 clusters Score -3415586 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3415643.500000 Penalty: 4832.657227
	Iteration 11Q: 3 clusters Score -3415644 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3415715.250000 Penalty: 4832.657227
	Iteration 12Q: 3 clusters Score -3415715 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3415748.500000 Penalty: 4832.657227
	Iteration 13Q: 3 clusters Score -3415748 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3415788.000000 Penalty: 4832.657227
	Iteration 14Q: 3 clusters Score -3415788 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3415848.750000 Penalty: 4832.657227
	Iteration 15Q: 3 clusters Score -3415849 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -3415906.250000 Penalty: 4832.657227
	Iteration 16Q: 3 clusters Score -3415906 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3415981.000000 Penalty: 4832.657227
	Iteration 17Q: 3 clusters Score -3415981 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3416060.000000 Penalty: 4832.657227
	Iteration 18Q: 3 clusters Score -3416060 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3416181.500000 Penalty: 4832.657227
	Iteration 19Q: 3 clusters Score -3416182 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3416315.750000 Penalty: 4832.657227
	Iteration 20F: 3 clusters Score -3416316 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -3416476.750000 Penalty: 4832.657227
	Iteration 21Q: 3 clusters Score -3416477 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3416726.750000 Penalty: 4832.657227
	Iteration 22Q: 3 clusters Score -3416727 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3416985.500000 Penalty: 4832.657227
	Iteration 23Q: 3 clusters Score -3416986 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3417307.000000 Penalty: 4832.657227
	Iteration 24Q: 3 clusters Score -3417307 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3417685.250000 Penalty: 4832.657227
	Iteration 25Q: 3 clusters Score -3417685 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3418073.250000 Penalty: 4832.657227
	Iteration 26Q: 3 clusters Score -3418073 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3418411.750000 Penalty: 4832.657227
	Iteration 27Q: 3 clusters Score -3418412 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3418719.750000 Penalty: 4832.657227
	Iteration 28Q: 3 clusters Score -3418720 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3418989.000000 Penalty: 4832.657227
	Iteration 29Q: 3 clusters Score -3418989 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3419190.500000 Penalty: 4832.657227
	Iteration 30Q: 3 clusters Score -3419190 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3419365.500000 Penalty: 4832.657227
	Iteration 31Q: 3 clusters Score -3419366 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3419481.500000 Penalty: 4832.657227
	Iteration 32Q: 3 clusters Score -3419482 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -3419579.750000 Penalty: 4832.657227
	Iteration 33Q: 3 clusters Score -3419580 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3419659.500000 Penalty: 4832.657227
	Iteration 34Q: 3 clusters Score -3419660 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3419724.500000 Penalty: 4832.657227
	Iteration 35Q: 3 clusters Score -3419724 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3419788.500000 Penalty: 4832.657227
	Iteration 36Q: 3 clusters Score -3419788 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3419841.500000 Penalty: 4832.657227
	Iteration 37Q: 3 clusters Score -3419842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3419899.000000 Penalty: 4832.657227
	Iteration 38Q: 3 clusters Score -3419899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3419940.250000 Penalty: 4832.657227
	Iteration 39Q: 3 clusters Score -3419940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3419984.750000 Penalty: 4832.657227
	Iteration 40F: 3 clusters Score -3419985 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3420000.000000 Penalty: 4832.657227
	Iteration 41Q: 3 clusters Score -3420000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3420022.750000 Penalty: 4832.657227
	Iteration 42Q: 3 clusters Score -3420023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -3420038.000000 Penalty: 4832.657227
	Iteration 43Q: 3 clusters Score -3420038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3420055.500000 Penalty: 4832.657227
	Iteration 44Q: 3 clusters Score -3420056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3420068.500000 Penalty: 4832.657227
	Iteration 45Q: 3 clusters Score -3420068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3420080.250000 Penalty: 4832.657227
	Iteration 46Q: 3 clusters Score -3420080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3420090.250000 Penalty: 4832.657227
	Iteration 47Q: 3 clusters Score -3420090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3420104.000000 Penalty: 4832.657227
	Iteration 48Q: 3 clusters Score -3420104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3420106.750000 Penalty: 4832.657227
	Iteration 49Q: 3 clusters Score -3420107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3420111.000000 Penalty: 4832.657227
	Iteration 50Q: 3 clusters Score -3420111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3420117.000000 Penalty: 4832.657227
	Iteration 51Q: 3 clusters Score -3420117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3420119.750000 Penalty: 4832.657227
	Iteration 52Q: 3 clusters Score -3420120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3420123.250000 Penalty: 4832.657227
	Iteration 53Q: 3 clusters Score -3420123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -3420118.000000 Penalty: 4832.657227
	Iteration 54Q: 3 clusters Score -3420118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3420123.250000 Penalty: 4832.657227
	Iteration 55Q: 3 clusters Score -3420123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3420124.250000 Penalty: 4832.657227
	Iteration 56Q: 3 clusters Score -3420124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3420126.250000 Penalty: 4832.657227
	Iteration 57Q: 3 clusters Score -3420126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3420127.250000 Penalty: 4832.657227
	Iteration 58Q: 3 clusters Score -3420127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3420125.250000 Penalty: 4832.657227
	Iteration 59Q: 3 clusters Score -3420125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3420128.250000 Penalty: 4832.657227
	Iteration 60F: 3 clusters Score -3420128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3420128.250000 Penalty: 4832.657227
	Iteration 61Q: 3 clusters Score -3420128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3420130.000000 Penalty: 4832.657227
	Iteration 62Q: 3 clusters Score -3420130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3420130.000000 Penalty: 4832.657227
	Iteration 63Q: 3 clusters Score -3420130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3420132.000000 Penalty: 4832.657227
	Iteration 64Q: 3 clusters Score -3420132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3420132.000000 Penalty: 4832.657227
	Iteration 65F: 3 clusters Score -3420132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Entering Unmasked Estep 
Score: -4486284.500000 Penalty: 2476.833252
	Iteration 0F: 2 clusters Score -4486284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -4473299.000000 Penalty: 4953.666504
	Iteration 0F: 3 clusters Score -4473299 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -4478486.000000 Penalty: 4953.666504
	Iteration 1F: 3 clusters Score -4478486 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4478855.500000 Penalty: 4953.666504
	Iteration 2F: 3 clusters Score -4478856 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4479152.000000 Penalty: 4953.666504
	Iteration 3Q: 3 clusters Score -4479152 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4479377.500000 Penalty: 4953.666504
	Iteration 4Q: 3 clusters Score -4479378 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4479564.000000 Penalty: 4953.666504
	Iteration 5Q: 3 clusters Score -4479564 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4479718.500000 Penalty: 4953.666504
	Iteration 6Q: 3 clusters Score -4479718 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4479831.500000 Penalty: 4953.666504
	Iteration 7Q: 3 clusters Score -4479832 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -4479935.000000 Penalty: 4953.666504
	Iteration 8Q: 3 clusters Score -4479935 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4480054.000000 Penalty: 4953.666504
	Iteration 9Q: 3 clusters Score -4480054 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4480086.500000 Penalty: 4953.666504
	Iteration 10Q: 3 clusters Score -4480086 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4480108.500000 Penalty: 4953.666504
	Iteration 11Q: 3 clusters Score -4480108 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4480155.500000 Penalty: 4953.666504
	Iteration 12Q: 3 clusters Score -4480156 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4480224.000000 Penalty: 4953.666504
	Iteration 13Q: 3 clusters Score -4480224 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4480327.000000 Penalty: 4953.666504
	Iteration 14Q: 3 clusters Score -4480327 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -4480419.000000 Penalty: 4953.666504
	Iteration 15Q: 3 clusters Score -4480419 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4480683.500000 Penalty: 4953.666504
	Iteration 16Q: 3 clusters Score -4480684 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -4480906.500000 Penalty: 4953.666504
	Iteration 17Q: 3 clusters Score -4480906 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4481252.000000 Penalty: 4953.666504
	Iteration 18Q: 3 clusters Score -4481252 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4481588.000000 Penalty: 4953.666504
	Iteration 19Q: 3 clusters Score -4481588 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4481947.500000 Penalty: 4953.666504
	Iteration 20F: 3 clusters Score -4481948 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -4482258.500000 Penalty: 4953.666504
	Iteration 21Q: 3 clusters Score -4482258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4482416.500000 Penalty: 4953.666504
	Iteration 22Q: 3 clusters Score -4482416 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4482551.500000 Penalty: 4953.666504
	Iteration 23Q: 3 clusters Score -4482552 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4482619.500000 Penalty: 4953.666504
	Iteration 24Q: 3 clusters Score -4482620 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4482656.000000 Penalty: 4953.666504
	Iteration 25Q: 3 clusters Score -4482656 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4482667.500000 Penalty: 4953.666504
	Iteration 26Q: 3 clusters Score -4482668 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4482690.500000 Penalty: 4953.666504
	Iteration 27Q: 3 clusters Score -4482690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4482697.500000 Penalty: 4953.666504
	Iteration 28Q: 3 clusters Score -4482698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4482708.000000 Penalty: 4953.666504
	Iteration 29Q: 3 clusters Score -4482708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4482713.500000 Penalty: 4953.666504
	Iteration 30Q: 3 clusters Score -4482714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -4482711.000000 Penalty: 4953.666504
	Iteration 31Q: 3 clusters Score -4482711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4482721.000000 Penalty: 4953.666504
	Iteration 32Q: 3 clusters Score -4482721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4482707.500000 Penalty: 4953.666504
	Iteration 33Q: 3 clusters Score -4482708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4482700.000000 Penalty: 4953.666504
	Iteration 34Q: 3 clusters Score -4482700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4482702.500000 Penalty: 4953.666504
	Iteration 35Q: 3 clusters Score -4482702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4482695.000000 Penalty: 4953.666504
	Iteration 36Q: 3 clusters Score -4482695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4482697.000000 Penalty: 4953.666504
	Iteration 37Q: 3 clusters Score -4482697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -4482702.000000 Penalty: 4953.666504
	Iteration 38Q: 3 clusters Score -4482702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -4482700.500000 Penalty: 4953.666504
	Iteration 39Q: 3 clusters Score -4482700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4482711.000000 Penalty: 4953.666504
	Iteration 40F: 3 clusters Score -4482711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4482714.000000 Penalty: 4953.666504
	Iteration 41Q: 3 clusters Score -4482714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4482713.500000 Penalty: 4953.666504
	Iteration 42Q: 3 clusters Score -4482714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4482713.500000 Penalty: 4953.666504
	Iteration 43Q: 3 clusters Score -4482714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4482722.500000 Penalty: 4953.666504
	Iteration 44Q: 3 clusters Score -4482722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4482720.000000 Penalty: 4953.666504
	Iteration 45Q: 3 clusters Score -4482720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4482722.500000 Penalty: 4953.666504
	Iteration 46Q: 3 clusters Score -4482722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4482719.500000 Penalty: 4953.666504
	Iteration 47Q: 3 clusters Score -4482720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4482713.500000 Penalty: 4953.666504
	Iteration 48Q: 3 clusters Score -4482714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4482714.000000 Penalty: 4953.666504
	Iteration 49Q: 3 clusters Score -4482714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4482715.000000 Penalty: 4953.666504
	Iteration 50Q: 3 clusters Score -4482715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4482720.000000 Penalty: 4953.666504
	Iteration 51Q: 3 clusters Score -4482720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4482724.000000 Penalty: 4953.666504
	Iteration 52Q: 3 clusters Score -4482724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4482722.000000 Penalty: 4953.666504
	Iteration 53Q: 3 clusters Score -4482722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4482717.000000 Penalty: 4953.666504
	Iteration 54Q: 3 clusters Score -4482717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4482729.000000 Penalty: 4953.666504
	Iteration 55Q: 3 clusters Score -4482729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4482721.500000 Penalty: 4953.666504
	Iteration 56Q: 3 clusters Score -4482722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4482721.500000 Penalty: 4953.666504
	Iteration 57F: 3 clusters Score -4482722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -3952235.250000 Penalty: 2445.397949
	Iteration 0F: 2 clusters Score -3952235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3940033.250000 Penalty: 4890.795898
	Iteration 0F: 3 clusters Score -3940033 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3944476.750000 Penalty: 4890.795898
	Iteration 1F: 3 clusters Score -3944477 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3944891.500000 Penalty: 4890.795898
	Iteration 2F: 3 clusters Score -3944892 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -3945230.500000 Penalty: 4890.795898
	Iteration 3Q: 3 clusters Score -3945230 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3945596.500000 Penalty: 4890.795898
	Iteration 4Q: 3 clusters Score -3945596 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -3945930.250000 Penalty: 4890.795898
	Iteration 5Q: 3 clusters Score -3945930 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3946356.500000 Penalty: 4890.795898
	Iteration 6Q: 3 clusters Score -3946356 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3946973.000000 Penalty: 4890.795898
	Iteration 7F: 3 clusters Score -3946973 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3947851.250000 Penalty: 4890.795898
	Iteration 8F: 3 clusters Score -3947851 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3948986.500000 Penalty: 4890.795898
	Iteration 9F: 3 clusters Score -3948986 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3949940.250000 Penalty: 4890.795898
	Iteration 10F: 3 clusters Score -3949940 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -3950439.500000 Penalty: 4890.795898
	Iteration 11Q: 3 clusters Score -3950440 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3950716.500000 Penalty: 4890.795898
	Iteration 12Q: 3 clusters Score -3950716 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3950830.000000 Penalty: 4890.795898
	Iteration 13Q: 3 clusters Score -3950830 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3950908.000000 Penalty: 4890.795898
	Iteration 14Q: 3 clusters Score -3950908 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3950931.250000 Penalty: 4890.795898
	Iteration 15Q: 3 clusters Score -3950931 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3950927.500000 Penalty: 4890.795898
	Iteration 16Q: 3 clusters Score -3950928 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3950933.500000 Penalty: 4890.795898
	Iteration 17Q: 3 clusters Score -3950934 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3950940.500000 Penalty: 4890.795898
	Iteration 18Q: 3 clusters Score -3950940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3950899.750000 Penalty: 4890.795898
	Iteration 19Q: 3 clusters Score -3950900 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3950856.000000 Penalty: 4890.795898
	Iteration 20F: 3 clusters Score -3950856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3950780.500000 Penalty: 4890.795898
	Iteration 21Q: 3 clusters Score -3950780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3950757.000000 Penalty: 4890.795898
	Iteration 22Q: 3 clusters Score -3950757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3950748.500000 Penalty: 4890.795898
	Iteration 23Q: 3 clusters Score -3950748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3950752.000000 Penalty: 4890.795898
	Iteration 24Q: 3 clusters Score -3950752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3950733.000000 Penalty: 4890.795898
	Iteration 25Q: 3 clusters Score -3950733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3950737.250000 Penalty: 4890.795898
	Iteration 26Q: 3 clusters Score -3950737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3950683.000000 Penalty: 4890.795898
	Iteration 27Q: 3 clusters Score -3950683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3950699.250000 Penalty: 4890.795898
	Iteration 28Q: 3 clusters Score -3950699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3950678.000000 Penalty: 4890.795898
	Iteration 29Q: 3 clusters Score -3950678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3950661.750000 Penalty: 4890.795898
	Iteration 30Q: 3 clusters Score -3950662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3950667.250000 Penalty: 4890.795898
	Iteration 31Q: 3 clusters Score -3950667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3950641.000000 Penalty: 4890.795898
	Iteration 32Q: 3 clusters Score -3950641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -3950630.000000 Penalty: 4890.795898
	Iteration 33Q: 3 clusters Score -3950630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3950620.750000 Penalty: 4890.795898
	Iteration 34Q: 3 clusters Score -3950621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3950585.250000 Penalty: 4890.795898
	Iteration 35Q: 3 clusters Score -3950585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3950559.000000 Penalty: 4890.795898
	Iteration 36Q: 3 clusters Score -3950559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3950589.250000 Penalty: 4890.795898
	Iteration 37Q: 3 clusters Score -3950589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3950603.500000 Penalty: 4890.795898
	Iteration 38Q: 3 clusters Score -3950604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3950603.000000 Penalty: 4890.795898
	Iteration 39Q: 3 clusters Score -3950603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3950592.750000 Penalty: 4890.795898
	Iteration 40F: 3 clusters Score -3950593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -3950556.500000 Penalty: 4890.795898
	Iteration 41Q: 3 clusters Score -3950556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3950526.750000 Penalty: 4890.795898
	Iteration 42Q: 3 clusters Score -3950527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3950488.250000 Penalty: 4890.795898
	Iteration 43Q: 3 clusters Score -3950488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -3950459.750000 Penalty: 4890.795898
	Iteration 44Q: 3 clusters Score -3950460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3950436.250000 Penalty: 4890.795898
	Iteration 45Q: 3 clusters Score -3950436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3950371.500000 Penalty: 4890.795898
	Iteration 46Q: 3 clusters Score -3950372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3950384.500000 Penalty: 4890.795898
	Iteration 47Q: 3 clusters Score -3950384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3950377.750000 Penalty: 4890.795898
	Iteration 48Q: 3 clusters Score -3950378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3950347.500000 Penalty: 4890.795898
	Iteration 49Q: 3 clusters Score -3950348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3950321.500000 Penalty: 4890.795898
	Iteration 50Q: 3 clusters Score -3950322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3950309.500000 Penalty: 4890.795898
	Iteration 51Q: 3 clusters Score -3950310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3950255.000000 Penalty: 4890.795898
	Iteration 52Q: 3 clusters Score -3950255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3950221.250000 Penalty: 4890.795898
	Iteration 53Q: 3 clusters Score -3950221 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -3950192.500000 Penalty: 4890.795898
	Iteration 54Q: 3 clusters Score -3950192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3950161.500000 Penalty: 4890.795898
	Iteration 55Q: 3 clusters Score -3950162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -3950116.750000 Penalty: 4890.795898
	Iteration 56Q: 3 clusters Score -3950117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3950111.500000 Penalty: 4890.795898
	Iteration 57Q: 3 clusters Score -3950112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3950036.000000 Penalty: 4890.795898
	Iteration 58Q: 3 clusters Score -3950036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3950043.250000 Penalty: 4890.795898
	Iteration 59Q: 3 clusters Score -3950043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3949982.000000 Penalty: 4890.795898
	Iteration 60F: 3 clusters Score -3949982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3949945.000000 Penalty: 4890.795898
	Iteration 61Q: 3 clusters Score -3949945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3949961.250000 Penalty: 4890.795898
	Iteration 62Q: 3 clusters Score -3949961 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3949906.500000 Penalty: 4890.795898
	Iteration 63Q: 3 clusters Score -3949906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3949883.000000 Penalty: 4890.795898
	Iteration 64Q: 3 clusters Score -3949883 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3949853.000000 Penalty: 4890.795898
	Iteration 65Q: 3 clusters Score -3949853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3949830.500000 Penalty: 4890.795898
	Iteration 66Q: 3 clusters Score -3949830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3949831.000000 Penalty: 4890.795898
	Iteration 67Q: 3 clusters Score -3949831 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3949758.750000 Penalty: 4890.795898
	Iteration 68Q: 3 clusters Score -3949759 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3949711.250000 Penalty: 4890.795898
	Iteration 69Q: 3 clusters Score -3949711 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3949691.500000 Penalty: 4890.795898
	Iteration 70Q: 3 clusters Score -3949692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3949678.250000 Penalty: 4890.795898
	Iteration 71Q: 3 clusters Score -3949678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3949656.500000 Penalty: 4890.795898
	Iteration 72Q: 3 clusters Score -3949656 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3949669.000000 Penalty: 4890.795898
	Iteration 73Q: 3 clusters Score -3949669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3949738.500000 Penalty: 4890.795898
	Iteration 74Q: 3 clusters Score -3949738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3949735.500000 Penalty: 4890.795898
	Iteration 75Q: 3 clusters Score -3949736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3949774.750000 Penalty: 4890.795898
	Iteration 76Q: 3 clusters Score -3949775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3949743.500000 Penalty: 4890.795898
	Iteration 77Q: 3 clusters Score -3949744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3949743.250000 Penalty: 4890.795898
	Iteration 78Q: 3 clusters Score -3949743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3949748.500000 Penalty: 4890.795898
	Iteration 79Q: 3 clusters Score -3949748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3949748.500000 Penalty: 4890.795898
	Iteration 80F: 3 clusters Score -3949748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3949776.250000 Penalty: 4890.795898
	Iteration 81Q: 3 clusters Score -3949776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3949796.250000 Penalty: 4890.795898
	Iteration 82Q: 3 clusters Score -3949796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3949811.750000 Penalty: 4890.795898
	Iteration 83Q: 3 clusters Score -3949812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3949796.250000 Penalty: 4890.795898
	Iteration 84Q: 3 clusters Score -3949796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3949800.000000 Penalty: 4890.795898
	Iteration 85Q: 3 clusters Score -3949800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3949805.250000 Penalty: 4890.795898
	Iteration 86Q: 3 clusters Score -3949805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3949809.000000 Penalty: 4890.795898
	Iteration 87Q: 3 clusters Score -3949809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -3949813.250000 Penalty: 4890.795898
	Iteration 88Q: 3 clusters Score -3949813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3949811.500000 Penalty: 4890.795898
	Iteration 89Q: 3 clusters Score -3949812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3949814.500000 Penalty: 4890.795898
	Iteration 90Q: 3 clusters Score -3949814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -3949814.500000 Penalty: 4890.795898
	Iteration 91Q: 3 clusters Score -3949814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3949808.750000 Penalty: 4890.795898
	Iteration 92Q: 3 clusters Score -3949809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3949827.000000 Penalty: 4890.795898
	Iteration 93Q: 3 clusters Score -3949827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3949827.000000 Penalty: 4890.795898
	Iteration 94F: 3 clusters Score -3949827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Entering Unmasked Estep 
Score: -5732730.000000 Penalty: 2561.101318
	Iteration 0F: 2 clusters Score -5732730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5712037.000000 Penalty: 5122.202637
	Iteration 0F: 3 clusters Score -5712037 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -5719612.000000 Penalty: 5122.202637
	Iteration 1F: 3 clusters Score -5719612 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5720044.000000 Penalty: 5122.202637
	Iteration 2Q: 3 clusters Score -5720044 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -5720411.000000 Penalty: 5122.202637
	Iteration 3Q: 3 clusters Score -5720411 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -5720873.500000 Penalty: 5122.202637
	Iteration 4Q: 3 clusters Score -5720874 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -5721368.500000 Penalty: 5122.202637
	Iteration 5Q: 3 clusters Score -5721368 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5722038.000000 Penalty: 5122.202637
	Iteration 6Q: 3 clusters Score -5722038 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5723024.500000 Penalty: 5122.202637
	Iteration 7F: 3 clusters Score -5723024 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -5724479.000000 Penalty: 5122.202637
	Iteration 8F: 3 clusters Score -5724479 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -5726331.000000 Penalty: 5122.202637
	Iteration 9F: 3 clusters Score -5726331 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5728159.000000 Penalty: 5122.202637
	Iteration 10F: 3 clusters Score -5728159 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5729394.000000 Penalty: 5122.202637
	Iteration 11Q: 3 clusters Score -5729394 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -5729903.500000 Penalty: 5122.202637
	Iteration 12Q: 3 clusters Score -5729904 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5730145.500000 Penalty: 5122.202637
	Iteration 13Q: 3 clusters Score -5730146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5730243.000000 Penalty: 5122.202637
	Iteration 14Q: 3 clusters Score -5730243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5730299.500000 Penalty: 5122.202637
	Iteration 15Q: 3 clusters Score -5730300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -5730331.500000 Penalty: 5122.202637
	Iteration 16Q: 3 clusters Score -5730332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5730376.500000 Penalty: 5122.202637
	Iteration 17Q: 3 clusters Score -5730376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -5730397.000000 Penalty: 5122.202637
	Iteration 18Q: 3 clusters Score -5730397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -5730409.500000 Penalty: 5122.202637
	Iteration 19Q: 3 clusters Score -5730410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -5730414.500000 Penalty: 5122.202637
	Iteration 20F: 3 clusters Score -5730414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5730415.000000 Penalty: 5122.202637
	Iteration 21Q: 3 clusters Score -5730415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5730415.500000 Penalty: 5122.202637
	Iteration 22Q: 3 clusters Score -5730416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5730415.500000 Penalty: 5122.202637
	Iteration 23F: 3 clusters Score -5730416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Entering Unmasked Estep 
Score: -5447385.000000 Penalty: 2540.279297
	Iteration 0F: 2 clusters Score -5447385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5428798.500000 Penalty: 5080.558594
	Iteration 0F: 3 clusters Score -5428798 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -5435567.000000 Penalty: 5080.558594
	Iteration 1F: 3 clusters Score -5435567 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5435985.000000 Penalty: 5080.558594
	Iteration 2Q: 3 clusters Score -5435985 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -5436339.000000 Penalty: 5080.558594
	Iteration 3Q: 3 clusters Score -5436339 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5436665.500000 Penalty: 5080.558594
	Iteration 4Q: 3 clusters Score -5436666 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -5436947.000000 Penalty: 5080.558594
	Iteration 5Q: 3 clusters Score -5436947 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5437327.500000 Penalty: 5080.558594
	Iteration 6Q: 3 clusters Score -5437328 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5437767.000000 Penalty: 5080.558594
	Iteration 7Q: 3 clusters Score -5437767 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -5438358.000000 Penalty: 5080.558594
	Iteration 8Q: 3 clusters Score -5438358 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -5439179.500000 Penalty: 5080.558594
	Iteration 9Q: 3 clusters Score -5439180 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -5440181.500000 Penalty: 5080.558594
	Iteration 10F: 3 clusters Score -5440182 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5441369.500000 Penalty: 5080.558594
	Iteration 11F: 3 clusters Score -5441370 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -5442498.000000 Penalty: 5080.558594
	Iteration 12Q: 3 clusters Score -5442498 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -5443351.500000 Penalty: 5080.558594
	Iteration 13Q: 3 clusters Score -5443352 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5443963.500000 Penalty: 5080.558594
	Iteration 14Q: 3 clusters Score -5443964 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5444372.500000 Penalty: 5080.558594
	Iteration 15Q: 3 clusters Score -5444372 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5444670.500000 Penalty: 5080.558594
	Iteration 16Q: 3 clusters Score -5444670 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5444856.500000 Penalty: 5080.558594
	Iteration 17Q: 3 clusters Score -5444856 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5444964.500000 Penalty: 5080.558594
	Iteration 18Q: 3 clusters Score -5444964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5445023.500000 Penalty: 5080.558594
	Iteration 19Q: 3 clusters Score -5445024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5445099.500000 Penalty: 5080.558594
	Iteration 20F: 3 clusters Score -5445100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -5445140.000000 Penalty: 5080.558594
	Iteration 21Q: 3 clusters Score -5445140 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5445164.000000 Penalty: 5080.558594
	Iteration 22Q: 3 clusters Score -5445164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5445192.500000 Penalty: 5080.558594
	Iteration 23Q: 3 clusters Score -5445192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5445217.000000 Penalty: 5080.558594
	Iteration 24Q: 3 clusters Score -5445217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5445241.500000 Penalty: 5080.558594
	Iteration 25Q: 3 clusters Score -5445242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5445246.000000 Penalty: 5080.558594
	Iteration 26Q: 3 clusters Score -5445246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5445262.000000 Penalty: 5080.558594
	Iteration 27Q: 3 clusters Score -5445262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -5445270.500000 Penalty: 5080.558594
	Iteration 28Q: 3 clusters Score -5445270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5445275.000000 Penalty: 5080.558594
	Iteration 29Q: 3 clusters Score -5445275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5445276.000000 Penalty: 5080.558594
	Iteration 30Q: 3 clusters Score -5445276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5445287.500000 Penalty: 5080.558594
	Iteration 31Q: 3 clusters Score -5445288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -5445284.000000 Penalty: 5080.558594
	Iteration 32Q: 3 clusters Score -5445284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5445281.500000 Penalty: 5080.558594
	Iteration 33Q: 3 clusters Score -5445282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -5445281.500000 Penalty: 5080.558594
	Iteration 34F: 3 clusters Score -5445282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Entering Unmasked Estep 
Score: -5545096.500000 Penalty: 2545.114746
	Iteration 0F: 2 clusters Score -5545096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5526094.000000 Penalty: 5090.229492
	Iteration 0F: 3 clusters Score -5526094 nChanged 12937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5533223.500000 Penalty: 5090.229492
	Iteration 1F: 3 clusters Score -5533224 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5533652.000000 Penalty: 5090.229492
	Iteration 2Q: 3 clusters Score -5533652 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5534023.500000 Penalty: 5090.229492
	Iteration 3Q: 3 clusters Score -5534024 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5534404.500000 Penalty: 5090.229492
	Iteration 4Q: 3 clusters Score -5534404 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5534892.500000 Penalty: 5090.229492
	Iteration 5Q: 3 clusters Score -5534892 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -5535608.500000 Penalty: 5090.229492
	Iteration 6Q: 3 clusters Score -5535608 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -5536565.500000 Penalty: 5090.229492
	Iteration 7F: 3 clusters Score -5536566 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -5537894.500000 Penalty: 5090.229492
	Iteration 8F: 3 clusters Score -5537894 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -5539486.000000 Penalty: 5090.229492
	Iteration 9F: 3 clusters Score -5539486 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -5540805.000000 Penalty: 5090.229492
	Iteration 10F: 3 clusters Score -5540805 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -5541792.500000 Penalty: 5090.229492
	Iteration 11Q: 3 clusters Score -5541792 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -5542351.000000 Penalty: 5090.229492
	Iteration 12Q: 3 clusters Score -5542351 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -5542598.000000 Penalty: 5090.229492
	Iteration 13Q: 3 clusters Score -5542598 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5542742.000000 Penalty: 5090.229492
	Iteration 14Q: 3 clusters Score -5542742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5542819.000000 Penalty: 5090.229492
	Iteration 15Q: 3 clusters Score -5542819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -5542852.000000 Penalty: 5090.229492
	Iteration 16Q: 3 clusters Score -5542852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5542863.000000 Penalty: 5090.229492
	Iteration 17Q: 3 clusters Score -5542863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -5542874.500000 Penalty: 5090.229492
	Iteration 18Q: 3 clusters Score -5542874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5542879.000000 Penalty: 5090.229492
	Iteration 19Q: 3 clusters Score -5542879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5542877.000000 Penalty: 5090.229492
	Iteration 20F: 3 clusters Score -5542877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5542882.500000 Penalty: 5090.229492
	Iteration 21Q: 3 clusters Score -5542882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -5542892.500000 Penalty: 5090.229492
	Iteration 22Q: 3 clusters Score -5542892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5542898.500000 Penalty: 5090.229492
	Iteration 23Q: 3 clusters Score -5542898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5542901.000000 Penalty: 5090.229492
	Iteration 24Q: 3 clusters Score -5542901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5542903.500000 Penalty: 5090.229492
	Iteration 25Q: 3 clusters Score -5542904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5542903.500000 Penalty: 5090.229492
	Iteration 26F: 3 clusters Score -5542904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91428.789062 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91428.79 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91549.796875 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91598.601562 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91598.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -91652.031250 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91652.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91685.648438 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91685.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -91702.156250 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91702.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91757.851562 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91757.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91807.664062 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91807.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -91838.750000 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -91838.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -91850.296875 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -91850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91860.898438 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -91860.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -91870.234375 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -91870.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91874.039062 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -91874.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91874.039062 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -91874.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (28782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Entering Unmasked Estep 
Score: -5374350.000000 Penalty: 2546.341309
	Iteration 0F: 2 clusters Score -5374350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5354968.500000 Penalty: 5092.682617
	Iteration 0F: 3 clusters Score -5354968 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5361884.000000 Penalty: 5092.682617
	Iteration 1F: 3 clusters Score -5361884 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -5362269.000000 Penalty: 5092.682617
	Iteration 2Q: 3 clusters Score -5362269 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5362600.500000 Penalty: 5092.682617
	Iteration 3Q: 3 clusters Score -5362600 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -5362844.000000 Penalty: 5092.682617
	Iteration 4Q: 3 clusters Score -5362844 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -5363073.500000 Penalty: 5092.682617
	Iteration 5Q: 3 clusters Score -5363074 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5363271.500000 Penalty: 5092.682617
	Iteration 6Q: 3 clusters Score -5363272 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -5363445.500000 Penalty: 5092.682617
	Iteration 7Q: 3 clusters Score -5363446 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5363593.000000 Penalty: 5092.682617
	Iteration 8Q: 3 clusters Score -5363593 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -5363772.000000 Penalty: 5092.682617
	Iteration 9Q: 3 clusters Score -5363772 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -5364009.000000 Penalty: 5092.682617
	Iteration 10Q: 3 clusters Score -5364009 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5364230.000000 Penalty: 5092.682617
	Iteration 11Q: 3 clusters Score -5364230 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5364553.500000 Penalty: 5092.682617
	Iteration 12Q: 3 clusters Score -5364554 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -5364985.500000 Penalty: 5092.682617
	Iteration 13Q: 3 clusters Score -5364986 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -5365562.500000 Penalty: 5092.682617
	Iteration 14Q: 3 clusters Score -5365562 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5366339.000000 Penalty: 5092.682617
	Iteration 15Q: 3 clusters Score -5366339 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -5367174.000000 Penalty: 5092.682617
	Iteration 16Q: 3 clusters Score -5367174 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -5367842.000000 Penalty: 5092.682617
	Iteration 17Q: 3 clusters Score -5367842 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5368182.500000 Penalty: 5092.682617
	Iteration 18Q: 3 clusters Score -5368182 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -5368402.500000 Penalty: 5092.682617
	Iteration 19Q: 3 clusters Score -5368402 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -5368508.000000 Penalty: 5092.682617
	Iteration 20F: 3 clusters Score -5368508 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -5368636.000000 Penalty: 5092.682617
	Iteration 21Q: 3 clusters Score -5368636 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -5368739.500000 Penalty: 5092.682617
	Iteration 22Q: 3 clusters Score -5368740 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -5368823.000000 Penalty: 5092.682617
	Iteration 23Q: 3 clusters Score -5368823 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5368975.500000 Penalty: 5092.682617
	Iteration 24Q: 3 clusters Score -5368976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5369108.000000 Penalty: 5092.682617
	Iteration 25Q: 3 clusters Score -5369108 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -5369226.500000 Penalty: 5092.682617
	Iteration 26Q: 3 clusters Score -5369226 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5369372.000000 Penalty: 5092.682617
	Iteration 27Q: 3 clusters Score -5369372 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5369562.000000 Penalty: 5092.682617
	Iteration 28Q: 3 clusters Score -5369562 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -5369749.500000 Penalty: 5092.682617
	Iteration 29Q: 3 clusters Score -5369750 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5369928.000000 Penalty: 5092.682617
	Iteration 30Q: 3 clusters Score -5369928 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5370060.500000 Penalty: 5092.682617
	Iteration 31Q: 3 clusters Score -5370060 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -5370234.500000 Penalty: 5092.682617
	Iteration 32Q: 3 clusters Score -5370234 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5370385.000000 Penalty: 5092.682617
	Iteration 33Q: 3 clusters Score -5370385 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -5370528.000000 Penalty: 5092.682617
	Iteration 34Q: 3 clusters Score -5370528 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -5370647.000000 Penalty: 5092.682617
	Iteration 35Q: 3 clusters Score -5370647 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5370773.500000 Penalty: 5092.682617
	Iteration 36Q: 3 clusters Score -5370774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5370889.000000 Penalty: 5092.682617
	Iteration 37Q: 3 clusters Score -5370889 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5370988.000000 Penalty: 5092.682617
	Iteration 38Q: 3 clusters Score -5370988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5371060.000000 Penalty: 5092.682617
	Iteration 39Q: 3 clusters Score -5371060 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5371148.000000 Penalty: 5092.682617
	Iteration 40F: 3 clusters Score -5371148 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5371205.500000 Penalty: 5092.682617
	Iteration 41Q: 3 clusters Score -5371206 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5371282.000000 Penalty: 5092.682617
	Iteration 42Q: 3 clusters Score -5371282 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5371354.000000 Penalty: 5092.682617
	Iteration 43Q: 3 clusters Score -5371354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5371390.500000 Penalty: 5092.682617
	Iteration 44Q: 3 clusters Score -5371390 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5371456.000000 Penalty: 5092.682617
	Iteration 45Q: 3 clusters Score -5371456 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5371499.500000 Penalty: 5092.682617
	Iteration 46Q: 3 clusters Score -5371500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5371571.000000 Penalty: 5092.682617
	Iteration 47Q: 3 clusters Score -5371571 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5371612.500000 Penalty: 5092.682617
	Iteration 48Q: 3 clusters Score -5371612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5371656.000000 Penalty: 5092.682617
	Iteration 49Q: 3 clusters Score -5371656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5371706.500000 Penalty: 5092.682617
	Iteration 50Q: 3 clusters Score -5371706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5371754.000000 Penalty: 5092.682617
	Iteration 51Q: 3 clusters Score -5371754 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5371783.000000 Penalty: 5092.682617
	Iteration 52Q: 3 clusters Score -5371783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5371813.000000 Penalty: 5092.682617
	Iteration 53Q: 3 clusters Score -5371813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5371824.500000 Penalty: 5092.682617
	Iteration 54Q: 3 clusters Score -5371824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5371862.500000 Penalty: 5092.682617
	Iteration 55Q: 3 clusters Score -5371862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5371870.500000 Penalty: 5092.682617
	Iteration 56Q: 3 clusters Score -5371870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5371876.500000 Penalty: 5092.682617
	Iteration 57Q: 3 clusters Score -5371876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5371886.000000 Penalty: 5092.682617
	Iteration 58Q: 3 clusters Score -5371886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5371895.500000 Penalty: 5092.682617
	Iteration 59Q: 3 clusters Score -5371896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5371920.000000 Penalty: 5092.682617
	Iteration 60F: 3 clusters Score -5371920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5371946.500000 Penalty: 5092.682617
	Iteration 61Q: 3 clusters Score -5371946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5371957.000000 Penalty: 5092.682617
	Iteration 62Q: 3 clusters Score -5371957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5371963.500000 Penalty: 5092.682617
	Iteration 63Q: 3 clusters Score -5371964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5371969.000000 Penalty: 5092.682617
	Iteration 64Q: 3 clusters Score -5371969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5371970.500000 Penalty: 5092.682617
	Iteration 65Q: 3 clusters Score -5371970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5371982.000000 Penalty: 5092.682617
	Iteration 66Q: 3 clusters Score -5371982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5371983.500000 Penalty: 5092.682617
	Iteration 67Q: 3 clusters Score -5371984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5372003.500000 Penalty: 5092.682617
	Iteration 68Q: 3 clusters Score -5372004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5372010.500000 Penalty: 5092.682617
	Iteration 69Q: 3 clusters Score -5372010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5372019.500000 Penalty: 5092.682617
	Iteration 70Q: 3 clusters Score -5372020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5372029.500000 Penalty: 5092.682617
	Iteration 71Q: 3 clusters Score -5372030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5372038.500000 Penalty: 5092.682617
	Iteration 72Q: 3 clusters Score -5372038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5372045.000000 Penalty: 5092.682617
	Iteration 73Q: 3 clusters Score -5372045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5372055.000000 Penalty: 5092.682617
	Iteration 74Q: 3 clusters Score -5372055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5372061.500000 Penalty: 5092.682617
	Iteration 75Q: 3 clusters Score -5372062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5372055.500000 Penalty: 5092.682617
	Iteration 76Q: 3 clusters Score -5372056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5372071.500000 Penalty: 5092.682617
	Iteration 77Q: 3 clusters Score -5372072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5372080.500000 Penalty: 5092.682617
	Iteration 78Q: 3 clusters Score -5372080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5372090.500000 Penalty: 5092.682617
	Iteration 79Q: 3 clusters Score -5372090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5372102.500000 Penalty: 5092.682617
	Iteration 80F: 3 clusters Score -5372102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5372110.500000 Penalty: 5092.682617
	Iteration 81Q: 3 clusters Score -5372110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5372123.500000 Penalty: 5092.682617
	Iteration 82Q: 3 clusters Score -5372124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5372134.000000 Penalty: 5092.682617
	Iteration 83Q: 3 clusters Score -5372134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5372128.000000 Penalty: 5092.682617
	Iteration 84Q: 3 clusters Score -5372128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5372138.500000 Penalty: 5092.682617
	Iteration 85Q: 3 clusters Score -5372138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5372135.500000 Penalty: 5092.682617
	Iteration 86Q: 3 clusters Score -5372136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5372141.500000 Penalty: 5092.682617
	Iteration 87Q: 3 clusters Score -5372142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5372144.500000 Penalty: 5092.682617
	Iteration 88Q: 3 clusters Score -5372144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5372152.000000 Penalty: 5092.682617
	Iteration 89Q: 3 clusters Score -5372152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5372149.000000 Penalty: 5092.682617
	Iteration 90Q: 3 clusters Score -5372149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5372149.500000 Penalty: 5092.682617
	Iteration 91Q: 3 clusters Score -5372150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5372149.500000 Penalty: 5092.682617
	Iteration 92F: 3 clusters Score -5372150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -216939.875000 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -216939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -214923.703125 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -214923.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -215227.703125 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -215227.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -215336.390625 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -215336.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -215386.312500 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -215386.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -215425.187500 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -215425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -215439.828125 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -215439.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -215450.156250 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -215450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -215456.859375 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -215456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -215461.281250 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -215461.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -215473.312500 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -215473.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -215478.875000 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -215478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215484.000000 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -215484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -215487.843750 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -215487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -215489.921875 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -215489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215491.156250 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -215491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -215491.156250 Penalty: 3475.770020
	Iteration 15F: 3 clusters Score -215491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -1514613.125000 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -1514613 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 4052 members 
Entering Unmasked Estep 
Score: -1508088.875000 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -1508089 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1509857.000000 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -1509857 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1510128.250000 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -1510128 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1510284.500000 Penalty: 4459.382812
	Iteration 3Q: 3 clusters Score -1510284 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1510404.625000 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -1510405 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1510497.750000 Penalty: 4459.382812
	Iteration 5Q: 3 clusters Score -1510498 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1510578.625000 Penalty: 4459.382812
	Iteration 6Q: 3 clusters Score -1510579 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1510660.000000 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -1510660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1510718.625000 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -1510719 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1510773.125000 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -1510773 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1510842.875000 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -1510843 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1510909.000000 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -1510909 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1510972.750000 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -1510973 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1511055.875000 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -1511056 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1511145.750000 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -1511146 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1511262.375000 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -1511262 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1511419.125000 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -1511419 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1511589.875000 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -1511590 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1511770.125000 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -1511770 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1511921.250000 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -1511921 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1512054.750000 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -1512055 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1512175.000000 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -1512175 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1512275.250000 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -1512275 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1512355.375000 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -1512355 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1512406.250000 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -1512406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1512455.125000 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -1512455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1512486.250000 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -1512486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1512521.625000 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -1512522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1512544.875000 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -1512545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1512565.250000 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -1512565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1512594.875000 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -1512595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1512619.750000 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -1512620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1512637.500000 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -1512638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1512656.250000 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -1512656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1512674.500000 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -1512674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1512683.250000 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -1512683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1512693.250000 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -1512693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1512697.625000 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -1512698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1512699.750000 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -1512700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1512703.375000 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -1512703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1512703.375000 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -1512703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Entering Unmasked Estep 
Score: -5123446.500000 Penalty: 2524.945557
	Iteration 0F: 2 clusters Score -5123446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -5105695.500000 Penalty: 5049.891113
	Iteration 0F: 3 clusters Score -5105696 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -5112101.000000 Penalty: 5049.891113
	Iteration 1F: 3 clusters Score -5112101 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -5112481.500000 Penalty: 5049.891113
	Iteration 2Q: 3 clusters Score -5112482 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5112863.000000 Penalty: 5049.891113
	Iteration 3Q: 3 clusters Score -5112863 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5113273.000000 Penalty: 5049.891113
	Iteration 4Q: 3 clusters Score -5113273 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -5113822.000000 Penalty: 5049.891113
	Iteration 5Q: 3 clusters Score -5113822 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -5114670.000000 Penalty: 5049.891113
	Iteration 6F: 3 clusters Score -5114670 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5115857.500000 Penalty: 5049.891113
	Iteration 7F: 3 clusters Score -5115858 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -5117356.000000 Penalty: 5049.891113
	Iteration 8F: 3 clusters Score -5117356 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5119119.000000 Penalty: 5049.891113
	Iteration 9F: 3 clusters Score -5119119 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5120255.000000 Penalty: 5049.891113
	Iteration 10Q: 3 clusters Score -5120255 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5120746.500000 Penalty: 5049.891113
	Iteration 11Q: 3 clusters Score -5120746 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5120988.500000 Penalty: 5049.891113
	Iteration 12Q: 3 clusters Score -5120988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5121086.500000 Penalty: 5049.891113
	Iteration 13Q: 3 clusters Score -5121086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5121143.500000 Penalty: 5049.891113
	Iteration 14Q: 3 clusters Score -5121144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5121181.000000 Penalty: 5049.891113
	Iteration 15Q: 3 clusters Score -5121181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5121209.000000 Penalty: 5049.891113
	Iteration 16Q: 3 clusters Score -5121209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5121222.500000 Penalty: 5049.891113
	Iteration 17Q: 3 clusters Score -5121222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5121225.500000 Penalty: 5049.891113
	Iteration 18Q: 3 clusters Score -5121226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5121234.000000 Penalty: 5049.891113
	Iteration 19Q: 3 clusters Score -5121234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5121232.500000 Penalty: 5049.891113
	Iteration 20F: 3 clusters Score -5121232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5121239.000000 Penalty: 5049.891113
	Iteration 21Q: 3 clusters Score -5121239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5121240.000000 Penalty: 5049.891113
	Iteration 22Q: 3 clusters Score -5121240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5121241.000000 Penalty: 5049.891113
	Iteration 23Q: 3 clusters Score -5121241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5121240.500000 Penalty: 5049.891113
	Iteration 24Q: 3 clusters Score -5121240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5121240.500000 Penalty: 5049.891113
	Iteration 25F: 3 clusters Score -5121240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21957.193359 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21957.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22075.369141 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22075.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22116.273438 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22116.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22122.332031 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22122.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22122.332031 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -22122.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (18373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Entering Unmasked Estep 
Score: -3566241.250000 Penalty: 2435.022217
	Iteration 0F: 2 clusters Score -3566241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3553285.250000 Penalty: 4870.044434
	Iteration 0F: 3 clusters Score -3553285 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3557460.000000 Penalty: 4870.044434
	Iteration 1F: 3 clusters Score -3557460 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3557795.500000 Penalty: 4870.044434
	Iteration 2F: 3 clusters Score -3557796 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -3558026.000000 Penalty: 4870.044434
	Iteration 3Q: 3 clusters Score -3558026 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3558223.500000 Penalty: 4870.044434
	Iteration 4Q: 3 clusters Score -3558224 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3558404.750000 Penalty: 4870.044434
	Iteration 5Q: 3 clusters Score -3558405 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3558567.000000 Penalty: 4870.044434
	Iteration 6Q: 3 clusters Score -3558567 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3558743.750000 Penalty: 4870.044434
	Iteration 7Q: 3 clusters Score -3558744 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3558960.500000 Penalty: 4870.044434
	Iteration 8Q: 3 clusters Score -3558960 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3559211.000000 Penalty: 4870.044434
	Iteration 9Q: 3 clusters Score -3559211 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3559518.000000 Penalty: 4870.044434
	Iteration 10Q: 3 clusters Score -3559518 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3559954.250000 Penalty: 4870.044434
	Iteration 11Q: 3 clusters Score -3559954 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3560486.000000 Penalty: 4870.044434
	Iteration 12Q: 3 clusters Score -3560486 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3561146.500000 Penalty: 4870.044434
	Iteration 13F: 3 clusters Score -3561146 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3561822.500000 Penalty: 4870.044434
	Iteration 14Q: 3 clusters Score -3561822 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3562496.000000 Penalty: 4870.044434
	Iteration 15Q: 3 clusters Score -3562496 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3563041.000000 Penalty: 4870.044434
	Iteration 16Q: 3 clusters Score -3563041 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3563477.000000 Penalty: 4870.044434
	Iteration 17Q: 3 clusters Score -3563477 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3563762.500000 Penalty: 4870.044434
	Iteration 18Q: 3 clusters Score -3563762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3563891.750000 Penalty: 4870.044434
	Iteration 19Q: 3 clusters Score -3563892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3563989.250000 Penalty: 4870.044434
	Iteration 20F: 3 clusters Score -3563989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3564042.500000 Penalty: 4870.044434
	Iteration 21Q: 3 clusters Score -3564042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3564078.000000 Penalty: 4870.044434
	Iteration 22Q: 3 clusters Score -3564078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3564093.500000 Penalty: 4870.044434
	Iteration 23Q: 3 clusters Score -3564094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3564108.750000 Penalty: 4870.044434
	Iteration 24Q: 3 clusters Score -3564109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3564127.000000 Penalty: 4870.044434
	Iteration 25Q: 3 clusters Score -3564127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3564137.750000 Penalty: 4870.044434
	Iteration 26Q: 3 clusters Score -3564138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3564140.750000 Penalty: 4870.044434
	Iteration 27Q: 3 clusters Score -3564141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3564149.750000 Penalty: 4870.044434
	Iteration 28Q: 3 clusters Score -3564150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3564153.750000 Penalty: 4870.044434
	Iteration 29Q: 3 clusters Score -3564154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3564153.250000 Penalty: 4870.044434
	Iteration 30Q: 3 clusters Score -3564153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3564154.500000 Penalty: 4870.044434
	Iteration 31Q: 3 clusters Score -3564154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3564154.500000 Penalty: 4870.044434
	Iteration 32F: 3 clusters Score -3564154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -180764.734375 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180764.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181070.187500 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181070.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -181150.828125 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181150.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181203.343750 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181203.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181231.671875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181231.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181250.390625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181270.406250 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181270.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181286.437500 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181308.203125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181308.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181327.906250 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181327.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181342.234375 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -181362.531250 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181362.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -181368.546875 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181374.953125 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -181393.937500 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -181419.312500 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181419.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181436.156250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181436.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -181483.015625 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -181483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181551.187500 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -181551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181603.359375 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -181603.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -181659.515625 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -181659.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -181745.984375 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -181746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -181838.609375 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -181838.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181916.703125 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -181916.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -182014.500000 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -182014.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -182112.015625 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -182112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182216.750000 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -182216.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182318.640625 Penalty: 3438.010010
	Iteration 27Q: 3 clusters Score -182318.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -182404.015625 Penalty: 3438.010010
	Iteration 28Q: 3 clusters Score -182404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -182493.031250 Penalty: 3438.010010
	Iteration 29Q: 3 clusters Score -182493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182589.046875 Penalty: 3438.010010
	Iteration 30Q: 3 clusters Score -182589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182655.406250 Penalty: 3438.010010
	Iteration 31Q: 3 clusters Score -182655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -182691.937500 Penalty: 3438.010010
	Iteration 32Q: 3 clusters Score -182691.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182707.500000 Penalty: 3438.010010
	Iteration 33Q: 3 clusters Score -182707.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182726.171875 Penalty: 3438.010010
	Iteration 34Q: 3 clusters Score -182726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182733.406250 Penalty: 3438.010010
	Iteration 35Q: 3 clusters Score -182733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182735.609375 Penalty: 3438.010010
	Iteration 36Q: 3 clusters Score -182735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -182736.578125 Penalty: 3438.010010
	Iteration 37Q: 3 clusters Score -182736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -182739.406250 Penalty: 3438.010010
	Iteration 38Q: 3 clusters Score -182739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182745.859375 Penalty: 3438.010010
	Iteration 39Q: 3 clusters Score -182745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182781.390625 Penalty: 3438.010010
	Iteration 40F: 3 clusters Score -182781.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182873.546875 Penalty: 3438.010010
	Iteration 41Q: 3 clusters Score -182873.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182913.796875 Penalty: 3438.010010
	Iteration 42Q: 3 clusters Score -182913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182921.625000 Penalty: 3438.010010
	Iteration 43Q: 3 clusters Score -182921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182924.312500 Penalty: 3438.010010
	Iteration 44Q: 3 clusters Score -182924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182927.156250 Penalty: 3438.010010
	Iteration 45Q: 3 clusters Score -182927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182928.171875 Penalty: 3438.010010
	Iteration 46Q: 3 clusters Score -182928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182928.171875 Penalty: 3438.010010
	Iteration 47F: 3 clusters Score -182928.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28126 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28317 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17431 members 
Mstep: Class 12 contains 18394 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27983 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26449 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 35833 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 39544 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17039 members 
Mstep: Class 29 contains 21747 members 
Mstep: Class 30 contains 19158 members 
Mstep: Class 31 contains 30547 members 
Mstep: Class 32 contains 28087 members 
Mstep: Class 33 contains 28640 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28782 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8028 members 
Mstep: Class 38 contains 26403 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18373 members 
Mstep: Class 41 contains 420 members 
Mstep: Class 42 contains 19809 members 
Mstep: Class 43 contains 25667 members 
Mstep: Class 44 contains 19499 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20339 members 
Mstep: Class 48 contains 19158 members 
Mstep: Class 49 contains 28465 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18474 members 
Mstep: Class 52 contains 18770 members 
Mstep: Class 53 contains 24909 members 
Mstep: Class 54 contains 18862 members 
Mstep: Class 55 contains 19712 members 
Mstep: Class 56 contains 604 members 
Entering Unmasked Estep 
Score: -177478016.000000 Penalty: 190777.390625
Splitting cluster 41 changes total score from -177480016.000000 to -177478016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (19809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Entering Unmasked Estep 
Score: -4081732.500000 Penalty: 2453.685059
	Iteration 0F: 2 clusters Score -4081732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4069266.750000 Penalty: 4907.370117
	Iteration 0F: 3 clusters Score -4069267 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4073949.500000 Penalty: 4907.370117
	Iteration 1F: 3 clusters Score -4073950 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -4074311.500000 Penalty: 4907.370117
	Iteration 2F: 3 clusters Score -4074312 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4074567.750000 Penalty: 4907.370117
	Iteration 3Q: 3 clusters Score -4074568 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4074744.250000 Penalty: 4907.370117
	Iteration 4Q: 3 clusters Score -4074744 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -4074898.500000 Penalty: 4907.370117
	Iteration 5Q: 3 clusters Score -4074898 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -4075046.750000 Penalty: 4907.370117
	Iteration 6Q: 3 clusters Score -4075047 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4075181.500000 Penalty: 4907.370117
	Iteration 7Q: 3 clusters Score -4075182 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4075284.500000 Penalty: 4907.370117
	Iteration 8Q: 3 clusters Score -4075284 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -4075352.750000 Penalty: 4907.370117
	Iteration 9Q: 3 clusters Score -4075353 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4075444.500000 Penalty: 4907.370117
	Iteration 10Q: 3 clusters Score -4075444 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -4075551.750000 Penalty: 4907.370117
	Iteration 11Q: 3 clusters Score -4075552 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -4075665.750000 Penalty: 4907.370117
	Iteration 12Q: 3 clusters Score -4075666 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -4075797.000000 Penalty: 4907.370117
	Iteration 13Q: 3 clusters Score -4075797 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4075931.750000 Penalty: 4907.370117
	Iteration 14Q: 3 clusters Score -4075932 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4076148.750000 Penalty: 4907.370117
	Iteration 15Q: 3 clusters Score -4076149 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4076427.250000 Penalty: 4907.370117
	Iteration 16Q: 3 clusters Score -4076427 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4076855.000000 Penalty: 4907.370117
	Iteration 17Q: 3 clusters Score -4076855 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4077381.500000 Penalty: 4907.370117
	Iteration 18Q: 3 clusters Score -4077382 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4077985.250000 Penalty: 4907.370117
	Iteration 19Q: 3 clusters Score -4077985 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4078532.000000 Penalty: 4907.370117
	Iteration 20F: 3 clusters Score -4078532 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -4078938.000000 Penalty: 4907.370117
	Iteration 21Q: 3 clusters Score -4078938 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4079301.250000 Penalty: 4907.370117
	Iteration 22Q: 3 clusters Score -4079301 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -4079648.500000 Penalty: 4907.370117
	Iteration 23Q: 3 clusters Score -4079648 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4079926.250000 Penalty: 4907.370117
	Iteration 24Q: 3 clusters Score -4079926 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4080169.750000 Penalty: 4907.370117
	Iteration 25Q: 3 clusters Score -4080170 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4080228.750000 Penalty: 4907.370117
	Iteration 26Q: 3 clusters Score -4080229 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4080291.250000 Penalty: 4907.370117
	Iteration 27Q: 3 clusters Score -4080291 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4080357.250000 Penalty: 4907.370117
	Iteration 28Q: 3 clusters Score -4080357 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4080330.250000 Penalty: 4907.370117
	Iteration 29Q: 3 clusters Score -4080330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4080330.500000 Penalty: 4907.370117
	Iteration 30Q: 3 clusters Score -4080330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -4080342.750000 Penalty: 4907.370117
	Iteration 31Q: 3 clusters Score -4080343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4080308.500000 Penalty: 4907.370117
	Iteration 32Q: 3 clusters Score -4080308 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4080338.000000 Penalty: 4907.370117
	Iteration 33Q: 3 clusters Score -4080338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4080301.000000 Penalty: 4907.370117
	Iteration 34Q: 3 clusters Score -4080301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4080303.750000 Penalty: 4907.370117
	Iteration 35Q: 3 clusters Score -4080304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4080288.750000 Penalty: 4907.370117
	Iteration 36Q: 3 clusters Score -4080289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4080303.500000 Penalty: 4907.370117
	Iteration 37Q: 3 clusters Score -4080304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -4080303.250000 Penalty: 4907.370117
	Iteration 38Q: 3 clusters Score -4080303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4080289.500000 Penalty: 4907.370117
	Iteration 39Q: 3 clusters Score -4080290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4080296.250000 Penalty: 4907.370117
	Iteration 40F: 3 clusters Score -4080296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4080297.500000 Penalty: 4907.370117
	Iteration 41Q: 3 clusters Score -4080298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4080293.000000 Penalty: 4907.370117
	Iteration 42Q: 3 clusters Score -4080293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4080297.250000 Penalty: 4907.370117
	Iteration 43Q: 3 clusters Score -4080297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4080294.500000 Penalty: 4907.370117
	Iteration 44Q: 3 clusters Score -4080294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -4080294.500000 Penalty: 4907.370117
	Iteration 45F: 3 clusters Score -4080294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Entering Unmasked Estep 
Score: -5243915.500000 Penalty: 2517.934570
	Iteration 0F: 2 clusters Score -5243916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -5228473.000000 Penalty: 5035.869141
	Iteration 0F: 3 clusters Score -5228473 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -5235188.000000 Penalty: 5035.869141
	Iteration 1F: 3 clusters Score -5235188 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -5236075.000000 Penalty: 5035.869141
	Iteration 2F: 3 clusters Score -5236075 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5237131.000000 Penalty: 5035.869141
	Iteration 3F: 3 clusters Score -5237131 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -5238386.000000 Penalty: 5035.869141
	Iteration 4F: 3 clusters Score -5238386 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -5239908.000000 Penalty: 5035.869141
	Iteration 5F: 3 clusters Score -5239908 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5241547.000000 Penalty: 5035.869141
	Iteration 6F: 3 clusters Score -5241547 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -5242670.000000 Penalty: 5035.869141
	Iteration 7F: 3 clusters Score -5242670 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -5243178.000000 Penalty: 5035.869141
	Iteration 8Q: 3 clusters Score -5243178 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -5243376.500000 Penalty: 5035.869141
	Iteration 9Q: 3 clusters Score -5243376 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -5243502.000000 Penalty: 5035.869141
	Iteration 10Q: 3 clusters Score -5243502 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5243560.000000 Penalty: 5035.869141
	Iteration 11Q: 3 clusters Score -5243560 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -5243639.500000 Penalty: 5035.869141
	Iteration 12Q: 3 clusters Score -5243640 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5243676.500000 Penalty: 5035.869141
	Iteration 13Q: 3 clusters Score -5243676 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5243683.000000 Penalty: 5035.869141
	Iteration 14Q: 3 clusters Score -5243683 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5243696.000000 Penalty: 5035.869141
	Iteration 15Q: 3 clusters Score -5243696 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -5243682.000000 Penalty: 5035.869141
	Iteration 16Q: 3 clusters Score -5243682 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5243689.500000 Penalty: 5035.869141
	Iteration 17Q: 3 clusters Score -5243690 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -5243698.500000 Penalty: 5035.869141
	Iteration 18Q: 3 clusters Score -5243698 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5243695.000000 Penalty: 5035.869141
	Iteration 19Q: 3 clusters Score -5243695 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5243704.500000 Penalty: 5035.869141
	Iteration 20F: 3 clusters Score -5243704 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -5243690.000000 Penalty: 5035.869141
	Iteration 21Q: 3 clusters Score -5243690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -5243691.000000 Penalty: 5035.869141
	Iteration 22Q: 3 clusters Score -5243691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -5243687.500000 Penalty: 5035.869141
	Iteration 23Q: 3 clusters Score -5243688 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5243682.000000 Penalty: 5035.869141
	Iteration 24Q: 3 clusters Score -5243682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -5243662.500000 Penalty: 5035.869141
	Iteration 25Q: 3 clusters Score -5243662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -5243652.500000 Penalty: 5035.869141
	Iteration 26Q: 3 clusters Score -5243652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5243645.500000 Penalty: 5035.869141
	Iteration 27Q: 3 clusters Score -5243646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -5243630.500000 Penalty: 5035.869141
	Iteration 28Q: 3 clusters Score -5243630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5243602.500000 Penalty: 5035.869141
	Iteration 29Q: 3 clusters Score -5243602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5243584.500000 Penalty: 5035.869141
	Iteration 30Q: 3 clusters Score -5243584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5243582.000000 Penalty: 5035.869141
	Iteration 31Q: 3 clusters Score -5243582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -5243577.500000 Penalty: 5035.869141
	Iteration 32Q: 3 clusters Score -5243578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5243548.500000 Penalty: 5035.869141
	Iteration 33Q: 3 clusters Score -5243548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5243530.000000 Penalty: 5035.869141
	Iteration 34Q: 3 clusters Score -5243530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -5243520.000000 Penalty: 5035.869141
	Iteration 35Q: 3 clusters Score -5243520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5243515.000000 Penalty: 5035.869141
	Iteration 36Q: 3 clusters Score -5243515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5243500.000000 Penalty: 5035.869141
	Iteration 37Q: 3 clusters Score -5243500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5243494.000000 Penalty: 5035.869141
	Iteration 38Q: 3 clusters Score -5243494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5243482.500000 Penalty: 5035.869141
	Iteration 39Q: 3 clusters Score -5243482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -5243487.000000 Penalty: 5035.869141
	Iteration 40F: 3 clusters Score -5243487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5243470.000000 Penalty: 5035.869141
	Iteration 41Q: 3 clusters Score -5243470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5243453.500000 Penalty: 5035.869141
	Iteration 42Q: 3 clusters Score -5243454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -5243463.000000 Penalty: 5035.869141
	Iteration 43Q: 3 clusters Score -5243463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -5243459.000000 Penalty: 5035.869141
	Iteration 44Q: 3 clusters Score -5243459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5243449.000000 Penalty: 5035.869141
	Iteration 45Q: 3 clusters Score -5243449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5243453.000000 Penalty: 5035.869141
	Iteration 46Q: 3 clusters Score -5243453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -5243447.000000 Penalty: 5035.869141
	Iteration 47Q: 3 clusters Score -5243447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -5243438.000000 Penalty: 5035.869141
	Iteration 48Q: 3 clusters Score -5243438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -5243440.500000 Penalty: 5035.869141
	Iteration 49Q: 3 clusters Score -5243440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -5243440.000000 Penalty: 5035.869141
	Iteration 50Q: 3 clusters Score -5243440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5243433.500000 Penalty: 5035.869141
	Iteration 51Q: 3 clusters Score -5243434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -5243431.000000 Penalty: 5035.869141
	Iteration 52Q: 3 clusters Score -5243431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5243433.500000 Penalty: 5035.869141
	Iteration 53Q: 3 clusters Score -5243434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -5243428.500000 Penalty: 5035.869141
	Iteration 54Q: 3 clusters Score -5243428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5243428.000000 Penalty: 5035.869141
	Iteration 55Q: 3 clusters Score -5243428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -5243433.000000 Penalty: 5035.869141
	Iteration 56Q: 3 clusters Score -5243433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -5243431.000000 Penalty: 5035.869141
	Iteration 57Q: 3 clusters Score -5243431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5243433.000000 Penalty: 5035.869141
	Iteration 58Q: 3 clusters Score -5243433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -5243430.500000 Penalty: 5035.869141
	Iteration 59Q: 3 clusters Score -5243430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5243427.500000 Penalty: 5035.869141
	Iteration 60F: 3 clusters Score -5243428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5243429.000000 Penalty: 5035.869141
	Iteration 61Q: 3 clusters Score -5243429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -5243432.000000 Penalty: 5035.869141
	Iteration 62Q: 3 clusters Score -5243432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5243428.500000 Penalty: 5035.869141
	Iteration 63Q: 3 clusters Score -5243428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5243428.000000 Penalty: 5035.869141
	Iteration 64Q: 3 clusters Score -5243428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5243430.500000 Penalty: 5035.869141
	Iteration 65Q: 3 clusters Score -5243430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5243428.000000 Penalty: 5035.869141
	Iteration 66Q: 3 clusters Score -5243428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5243428.000000 Penalty: 5035.869141
	Iteration 67F: 3 clusters Score -5243428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Entering Unmasked Estep 
Score: -4014611.000000 Penalty: 2449.773438
	Iteration 0F: 2 clusters Score -4014611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -4002382.500000 Penalty: 4899.546875
	Iteration 0F: 3 clusters Score -4002382 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4006959.750000 Penalty: 4899.546875
	Iteration 1F: 3 clusters Score -4006960 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -4007262.500000 Penalty: 4899.546875
	Iteration 2Q: 3 clusters Score -4007262 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4007474.000000 Penalty: 4899.546875
	Iteration 3Q: 3 clusters Score -4007474 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4007651.250000 Penalty: 4899.546875
	Iteration 4Q: 3 clusters Score -4007651 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4007806.000000 Penalty: 4899.546875
	Iteration 5Q: 3 clusters Score -4007806 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4007924.750000 Penalty: 4899.546875
	Iteration 6Q: 3 clusters Score -4007925 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4007994.500000 Penalty: 4899.546875
	Iteration 7Q: 3 clusters Score -4007994 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4008075.500000 Penalty: 4899.546875
	Iteration 8Q: 3 clusters Score -4008076 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4008150.500000 Penalty: 4899.546875
	Iteration 9Q: 3 clusters Score -4008150 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4008236.750000 Penalty: 4899.546875
	Iteration 10Q: 3 clusters Score -4008237 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4008316.250000 Penalty: 4899.546875
	Iteration 11Q: 3 clusters Score -4008316 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4008418.750000 Penalty: 4899.546875
	Iteration 12Q: 3 clusters Score -4008419 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4008538.500000 Penalty: 4899.546875
	Iteration 13Q: 3 clusters Score -4008538 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4008651.500000 Penalty: 4899.546875
	Iteration 14Q: 3 clusters Score -4008652 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4008821.500000 Penalty: 4899.546875
	Iteration 15Q: 3 clusters Score -4008822 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13607 members 
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Mstep: Class 1 contains 14250 members 
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Mstep: Class 2 contains 4642 members 
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Mstep: Class 1 contains 15430 members 
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	Iteration 20F: 3 clusters Score -4010371 nChanged 641
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Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 3572 members 
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	Iteration 64Q: 3 clusters Score -4012673 nChanged 17
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	Iteration 66Q: 3 clusters Score -4012669 nChanged 14
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	Iteration 67Q: 3 clusters Score -4012677 nChanged 7
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	Iteration 68Q: 3 clusters Score -4012677 nChanged 6
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	Iteration 69Q: 3 clusters Score -4012676 nChanged 7
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	Iteration 70Q: 3 clusters Score -4012669 nChanged 7
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	Iteration 71Q: 3 clusters Score -4012670 nChanged 6
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	Iteration 72Q: 3 clusters Score -4012675 nChanged 5
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	Iteration 73Q: 3 clusters Score -4012666 nChanged 5
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	Iteration 74Q: 3 clusters Score -4012667 nChanged 6
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	Iteration 75Q: 3 clusters Score -4012673 nChanged 3
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	Iteration 76Q: 3 clusters Score -4012675 nChanged 4
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	Iteration 77Q: 3 clusters Score -4012670 nChanged 3
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	Iteration 79Q: 3 clusters Score -4012670 nChanged 8
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	Iteration 80F: 3 clusters Score -4012671 nChanged 5
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	Iteration 82Q: 3 clusters Score -4012684 nChanged 5
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	Iteration 83Q: 3 clusters Score -4012680 nChanged 8
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	Iteration 84Q: 3 clusters Score -4012684 nChanged 10
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	Iteration 86Q: 3 clusters Score -4012688 nChanged 8
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Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4012701.000000 Penalty: 4899.546875
	Iteration 109Q: 3 clusters Score -4012701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4012694.750000 Penalty: 4899.546875
	Iteration 110Q: 3 clusters Score -4012695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4012699.000000 Penalty: 4899.546875
	Iteration 111Q: 3 clusters Score -4012699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4012702.000000 Penalty: 4899.546875
	Iteration 112Q: 3 clusters Score -4012702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4012709.500000 Penalty: 4899.546875
	Iteration 113Q: 3 clusters Score -4012710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4012708.500000 Penalty: 4899.546875
	Iteration 114Q: 3 clusters Score -4012708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4012709.250000 Penalty: 4899.546875
	Iteration 115Q: 3 clusters Score -4012709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4012714.750000 Penalty: 4899.546875
	Iteration 116Q: 3 clusters Score -4012715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4012715.000000 Penalty: 4899.546875
	Iteration 117Q: 3 clusters Score -4012715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4012714.250000 Penalty: 4899.546875
	Iteration 118Q: 3 clusters Score -4012714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4012708.750000 Penalty: 4899.546875
	Iteration 119Q: 3 clusters Score -4012709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4012710.750000 Penalty: 4899.546875
	Iteration 120F: 3 clusters Score -4012711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4012713.750000 Penalty: 4899.546875
	Iteration 121Q: 3 clusters Score -4012714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4012709.250000 Penalty: 4899.546875
	Iteration 122Q: 3 clusters Score -4012709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4012716.250000 Penalty: 4899.546875
	Iteration 123Q: 3 clusters Score -4012716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4012719.750000 Penalty: 4899.546875
	Iteration 124Q: 3 clusters Score -4012720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4012718.250000 Penalty: 4899.546875
	Iteration 125Q: 3 clusters Score -4012718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4012721.750000 Penalty: 4899.546875
	Iteration 126Q: 3 clusters Score -4012722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4012719.750000 Penalty: 4899.546875
	Iteration 127Q: 3 clusters Score -4012720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4012721.000000 Penalty: 4899.546875
	Iteration 128Q: 3 clusters Score -4012721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4012715.500000 Penalty: 4899.546875
	Iteration 129Q: 3 clusters Score -4012716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4012715.500000 Penalty: 4899.546875
	Iteration 130F: 3 clusters Score -4012716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Entering Unmasked Estep 
Score: -739236.375000 Penalty: 2049.306396
	Iteration 0F: 2 clusters Score -739236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -735393.437500 Penalty: 4098.612793
	Iteration 0F: 3 clusters Score -735393.4 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -736194.000000 Penalty: 4098.612793
	Iteration 1F: 3 clusters Score -736194 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -736387.500000 Penalty: 4098.612793
	Iteration 2F: 3 clusters Score -736387.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -736500.500000 Penalty: 4098.612793
	Iteration 3F: 3 clusters Score -736500.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -736596.125000 Penalty: 4098.612793
	Iteration 4Q: 3 clusters Score -736596.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -736655.437500 Penalty: 4098.612793
	Iteration 5Q: 3 clusters Score -736655.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -736695.687500 Penalty: 4098.612793
	Iteration 6Q: 3 clusters Score -736695.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -736725.250000 Penalty: 4098.612793
	Iteration 7Q: 3 clusters Score -736725.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -736750.562500 Penalty: 4098.612793
	Iteration 8Q: 3 clusters Score -736750.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -736772.500000 Penalty: 4098.612793
	Iteration 9Q: 3 clusters Score -736772.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -736801.062500 Penalty: 4098.612793
	Iteration 10Q: 3 clusters Score -736801.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -736820.687500 Penalty: 4098.612793
	Iteration 11Q: 3 clusters Score -736820.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -736835.562500 Penalty: 4098.612793
	Iteration 12Q: 3 clusters Score -736835.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -736849.937500 Penalty: 4098.612793
	Iteration 13Q: 3 clusters Score -736849.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -736860.875000 Penalty: 4098.612793
	Iteration 14Q: 3 clusters Score -736860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -736873.875000 Penalty: 4098.612793
	Iteration 15Q: 3 clusters Score -736873.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -736882.625000 Penalty: 4098.612793
	Iteration 16Q: 3 clusters Score -736882.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -736890.875000 Penalty: 4098.612793
	Iteration 17Q: 3 clusters Score -736890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -736894.000000 Penalty: 4098.612793
	Iteration 18Q: 3 clusters Score -736894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -736898.187500 Penalty: 4098.612793
	Iteration 19Q: 3 clusters Score -736898.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -736901.187500 Penalty: 4098.612793
	Iteration 20F: 3 clusters Score -736901.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -736903.062500 Penalty: 4098.612793
	Iteration 21Q: 3 clusters Score -736903.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -736905.562500 Penalty: 4098.612793
	Iteration 22Q: 3 clusters Score -736905.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -736907.812500 Penalty: 4098.612793
	Iteration 23Q: 3 clusters Score -736907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -736911.250000 Penalty: 4098.612793
	Iteration 24Q: 3 clusters Score -736911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -736913.500000 Penalty: 4098.612793
	Iteration 25Q: 3 clusters Score -736913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -736915.625000 Penalty: 4098.612793
	Iteration 26Q: 3 clusters Score -736915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -736916.437500 Penalty: 4098.612793
	Iteration 27Q: 3 clusters Score -736916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -736919.187500 Penalty: 4098.612793
	Iteration 28Q: 3 clusters Score -736919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -736918.562500 Penalty: 4098.612793
	Iteration 29Q: 3 clusters Score -736918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -736920.125000 Penalty: 4098.612793
	Iteration 30Q: 3 clusters Score -736920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -736923.312500 Penalty: 4098.612793
	Iteration 31Q: 3 clusters Score -736923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -736925.750000 Penalty: 4098.612793
	Iteration 32Q: 3 clusters Score -736925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -736930.250000 Penalty: 4098.612793
	Iteration 33Q: 3 clusters Score -736930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -736937.125000 Penalty: 4098.612793
	Iteration 34Q: 3 clusters Score -736937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -736944.312500 Penalty: 4098.612793
	Iteration 35Q: 3 clusters Score -736944.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -736945.875000 Penalty: 4098.612793
	Iteration 36Q: 3 clusters Score -736945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -736950.312500 Penalty: 4098.612793
	Iteration 37Q: 3 clusters Score -736950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -736952.187500 Penalty: 4098.612793
	Iteration 38Q: 3 clusters Score -736952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -736954.250000 Penalty: 4098.612793
	Iteration 39Q: 3 clusters Score -736954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -736957.000000 Penalty: 4098.612793
	Iteration 40F: 3 clusters Score -736957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -736957.312500 Penalty: 4098.612793
	Iteration 41Q: 3 clusters Score -736957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -736957.875000 Penalty: 4098.612793
	Iteration 42Q: 3 clusters Score -736957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -736957.875000 Penalty: 4098.612793
	Iteration 43F: 3 clusters Score -736957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16842.367188 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16842.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16925.142578 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16925.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -16934.714844 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16934.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16952.539062 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16952.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16952.539062 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -16952.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Entering Unmasked Estep 
Score: -4197867.000000 Penalty: 2460.233398
	Iteration 0F: 2 clusters Score -4197867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4185315.000000 Penalty: 4920.466797
	Iteration 0F: 3 clusters Score -4185315 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -4190239.000000 Penalty: 4920.466797
	Iteration 1F: 3 clusters Score -4190239 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4190545.500000 Penalty: 4920.466797
	Iteration 2F: 3 clusters Score -4190546 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4190772.250000 Penalty: 4920.466797
	Iteration 3Q: 3 clusters Score -4190772 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4191017.750000 Penalty: 4920.466797
	Iteration 4Q: 3 clusters Score -4191018 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4191246.000000 Penalty: 4920.466797
	Iteration 5Q: 3 clusters Score -4191246 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -4191485.000000 Penalty: 4920.466797
	Iteration 6Q: 3 clusters Score -4191485 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -4191762.250000 Penalty: 4920.466797
	Iteration 7Q: 3 clusters Score -4191762 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4192126.500000 Penalty: 4920.466797
	Iteration 8Q: 3 clusters Score -4192126 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -4192655.750000 Penalty: 4920.466797
	Iteration 9Q: 3 clusters Score -4192656 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4193438.500000 Penalty: 4920.466797
	Iteration 10Q: 3 clusters Score -4193438 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -4194384.500000 Penalty: 4920.466797
	Iteration 11F: 3 clusters Score -4194384 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4195368.000000 Penalty: 4920.466797
	Iteration 12F: 3 clusters Score -4195368 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -4196009.500000 Penalty: 4920.466797
	Iteration 13Q: 3 clusters Score -4196010 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4196448.000000 Penalty: 4920.466797
	Iteration 14Q: 3 clusters Score -4196448 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -4196689.500000 Penalty: 4920.466797
	Iteration 15Q: 3 clusters Score -4196690 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -4196812.500000 Penalty: 4920.466797
	Iteration 16Q: 3 clusters Score -4196812 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4196889.500000 Penalty: 4920.466797
	Iteration 17Q: 3 clusters Score -4196890 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4196884.500000 Penalty: 4920.466797
	Iteration 18Q: 3 clusters Score -4196884 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4196857.000000 Penalty: 4920.466797
	Iteration 19Q: 3 clusters Score -4196857 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4196823.500000 Penalty: 4920.466797
	Iteration 20F: 3 clusters Score -4196824 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4196791.000000 Penalty: 4920.466797
	Iteration 21Q: 3 clusters Score -4196791 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4196767.500000 Penalty: 4920.466797
	Iteration 22Q: 3 clusters Score -4196768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4196689.500000 Penalty: 4920.466797
	Iteration 23Q: 3 clusters Score -4196690 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4196734.500000 Penalty: 4920.466797
	Iteration 24Q: 3 clusters Score -4196734 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4196641.500000 Penalty: 4920.466797
	Iteration 25Q: 3 clusters Score -4196642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4196646.500000 Penalty: 4920.466797
	Iteration 26Q: 3 clusters Score -4196646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4196674.500000 Penalty: 4920.466797
	Iteration 27Q: 3 clusters Score -4196674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4196681.500000 Penalty: 4920.466797
	Iteration 28Q: 3 clusters Score -4196682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4196665.000000 Penalty: 4920.466797
	Iteration 29Q: 3 clusters Score -4196665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4196640.500000 Penalty: 4920.466797
	Iteration 30Q: 3 clusters Score -4196640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4196664.500000 Penalty: 4920.466797
	Iteration 31Q: 3 clusters Score -4196664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4196673.500000 Penalty: 4920.466797
	Iteration 32Q: 3 clusters Score -4196674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4196665.000000 Penalty: 4920.466797
	Iteration 33Q: 3 clusters Score -4196665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4196640.000000 Penalty: 4920.466797
	Iteration 34Q: 3 clusters Score -4196640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4196658.500000 Penalty: 4920.466797
	Iteration 35Q: 3 clusters Score -4196658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4196655.000000 Penalty: 4920.466797
	Iteration 36Q: 3 clusters Score -4196655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -4196668.000000 Penalty: 4920.466797
	Iteration 37Q: 3 clusters Score -4196668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4196641.000000 Penalty: 4920.466797
	Iteration 38Q: 3 clusters Score -4196641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4196647.000000 Penalty: 4920.466797
	Iteration 39Q: 3 clusters Score -4196647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4196652.500000 Penalty: 4920.466797
	Iteration 40F: 3 clusters Score -4196652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -4196650.500000 Penalty: 4920.466797
	Iteration 41Q: 3 clusters Score -4196650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4196660.000000 Penalty: 4920.466797
	Iteration 42Q: 3 clusters Score -4196660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4196666.000000 Penalty: 4920.466797
	Iteration 43Q: 3 clusters Score -4196666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4196677.500000 Penalty: 4920.466797
	Iteration 44Q: 3 clusters Score -4196678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4196672.500000 Penalty: 4920.466797
	Iteration 45Q: 3 clusters Score -4196672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4196675.500000 Penalty: 4920.466797
	Iteration 46Q: 3 clusters Score -4196676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4196673.000000 Penalty: 4920.466797
	Iteration 47Q: 3 clusters Score -4196673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4196673.000000 Penalty: 4920.466797
	Iteration 48F: 3 clusters Score -4196673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (19158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Entering Unmasked Estep 
Score: -3949327.750000 Penalty: 2445.397949
	Iteration 0F: 2 clusters Score -3949328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3937316.500000 Penalty: 4890.795898
	Iteration 0F: 3 clusters Score -3937316 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3941694.500000 Penalty: 4890.795898
	Iteration 1F: 3 clusters Score -3941694 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3942204.500000 Penalty: 4890.795898
	Iteration 2F: 3 clusters Score -3942204 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3942780.250000 Penalty: 4890.795898
	Iteration 3F: 3 clusters Score -3942780 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -3943467.000000 Penalty: 4890.795898
	Iteration 4F: 3 clusters Score -3943467 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3944566.250000 Penalty: 4890.795898
	Iteration 5F: 3 clusters Score -3944566 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3946077.250000 Penalty: 4890.795898
	Iteration 6F: 3 clusters Score -3946077 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3947147.250000 Penalty: 4890.795898
	Iteration 7F: 3 clusters Score -3947147 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -3947526.500000 Penalty: 4890.795898
	Iteration 8Q: 3 clusters Score -3947526 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3947671.750000 Penalty: 4890.795898
	Iteration 9Q: 3 clusters Score -3947672 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -3947765.750000 Penalty: 4890.795898
	Iteration 10Q: 3 clusters Score -3947766 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -3947857.250000 Penalty: 4890.795898
	Iteration 11Q: 3 clusters Score -3947857 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3947910.750000 Penalty: 4890.795898
	Iteration 12Q: 3 clusters Score -3947911 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3947939.750000 Penalty: 4890.795898
	Iteration 13Q: 3 clusters Score -3947940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3947980.250000 Penalty: 4890.795898
	Iteration 14Q: 3 clusters Score -3947980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3947986.000000 Penalty: 4890.795898
	Iteration 15Q: 3 clusters Score -3947986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3947990.500000 Penalty: 4890.795898
	Iteration 16Q: 3 clusters Score -3947990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3947994.000000 Penalty: 4890.795898
	Iteration 17Q: 3 clusters Score -3947994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3948009.250000 Penalty: 4890.795898
	Iteration 18Q: 3 clusters Score -3948009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3948028.000000 Penalty: 4890.795898
	Iteration 19Q: 3 clusters Score -3948028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3948013.750000 Penalty: 4890.795898
	Iteration 20F: 3 clusters Score -3948014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3948022.250000 Penalty: 4890.795898
	Iteration 21Q: 3 clusters Score -3948022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3948015.000000 Penalty: 4890.795898
	Iteration 22Q: 3 clusters Score -3948015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3948015.750000 Penalty: 4890.795898
	Iteration 23Q: 3 clusters Score -3948016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3948017.000000 Penalty: 4890.795898
	Iteration 24Q: 3 clusters Score -3948017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -3948016.500000 Penalty: 4890.795898
	Iteration 25Q: 3 clusters Score -3948016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3948011.500000 Penalty: 4890.795898
	Iteration 26Q: 3 clusters Score -3948012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3948006.500000 Penalty: 4890.795898
	Iteration 27Q: 3 clusters Score -3948006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3947998.500000 Penalty: 4890.795898
	Iteration 28Q: 3 clusters Score -3947998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3948005.750000 Penalty: 4890.795898
	Iteration 29Q: 3 clusters Score -3948006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3948022.250000 Penalty: 4890.795898
	Iteration 30Q: 3 clusters Score -3948022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3948026.500000 Penalty: 4890.795898
	Iteration 31Q: 3 clusters Score -3948026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3948028.000000 Penalty: 4890.795898
	Iteration 32Q: 3 clusters Score -3948028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3948029.250000 Penalty: 4890.795898
	Iteration 33Q: 3 clusters Score -3948029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3948030.500000 Penalty: 4890.795898
	Iteration 34Q: 3 clusters Score -3948030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3948028.750000 Penalty: 4890.795898
	Iteration 35Q: 3 clusters Score -3948029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3948031.750000 Penalty: 4890.795898
	Iteration 36Q: 3 clusters Score -3948032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3948033.500000 Penalty: 4890.795898
	Iteration 37Q: 3 clusters Score -3948034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3948024.000000 Penalty: 4890.795898
	Iteration 38Q: 3 clusters Score -3948024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -3948023.000000 Penalty: 4890.795898
	Iteration 39Q: 3 clusters Score -3948023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3948022.500000 Penalty: 4890.795898
	Iteration 40F: 3 clusters Score -3948022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3948023.750000 Penalty: 4890.795898
	Iteration 41Q: 3 clusters Score -3948024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3948019.000000 Penalty: 4890.795898
	Iteration 42Q: 3 clusters Score -3948019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3948026.250000 Penalty: 4890.795898
	Iteration 43Q: 3 clusters Score -3948026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3948030.250000 Penalty: 4890.795898
	Iteration 44Q: 3 clusters Score -3948030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -3948033.750000 Penalty: 4890.795898
	Iteration 45Q: 3 clusters Score -3948034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3948033.750000 Penalty: 4890.795898
	Iteration 46Q: 3 clusters Score -3948034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3948032.000000 Penalty: 4890.795898
	Iteration 47Q: 3 clusters Score -3948032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3948036.000000 Penalty: 4890.795898
	Iteration 48Q: 3 clusters Score -3948036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3948035.250000 Penalty: 4890.795898
	Iteration 49Q: 3 clusters Score -3948035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3948035.250000 Penalty: 4890.795898
	Iteration 50F: 3 clusters Score -3948035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (28465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Entering Unmasked Estep 
Score: -5533888.000000 Penalty: 2543.594727
	Iteration 0F: 2 clusters Score -5533888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -5515160.500000 Penalty: 5087.189453
	Iteration 0F: 3 clusters Score -5515160 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -5522103.500000 Penalty: 5087.189453
	Iteration 1F: 3 clusters Score -5522104 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -5522503.500000 Penalty: 5087.189453
	Iteration 2Q: 3 clusters Score -5522504 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5522838.500000 Penalty: 5087.189453
	Iteration 3Q: 3 clusters Score -5522838 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -5523170.500000 Penalty: 5087.189453
	Iteration 4Q: 3 clusters Score -5523170 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -5523571.000000 Penalty: 5087.189453
	Iteration 5Q: 3 clusters Score -5523571 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -5524025.000000 Penalty: 5087.189453
	Iteration 6Q: 3 clusters Score -5524025 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -5524718.500000 Penalty: 5087.189453
	Iteration 7Q: 3 clusters Score -5524718 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5525603.000000 Penalty: 5087.189453
	Iteration 8F: 3 clusters Score -5525603 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -5526842.000000 Penalty: 5087.189453
	Iteration 9F: 3 clusters Score -5526842 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5528471.500000 Penalty: 5087.189453
	Iteration 10F: 3 clusters Score -5528472 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5529865.500000 Penalty: 5087.189453
	Iteration 11F: 3 clusters Score -5529866 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5530708.500000 Penalty: 5087.189453
	Iteration 12Q: 3 clusters Score -5530708 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5531122.000000 Penalty: 5087.189453
	Iteration 13Q: 3 clusters Score -5531122 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5531363.000000 Penalty: 5087.189453
	Iteration 14Q: 3 clusters Score -5531363 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5531473.500000 Penalty: 5087.189453
	Iteration 15Q: 3 clusters Score -5531474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5531532.500000 Penalty: 5087.189453
	Iteration 16Q: 3 clusters Score -5531532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5531572.000000 Penalty: 5087.189453
	Iteration 17Q: 3 clusters Score -5531572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5531597.000000 Penalty: 5087.189453
	Iteration 18Q: 3 clusters Score -5531597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5531628.500000 Penalty: 5087.189453
	Iteration 19Q: 3 clusters Score -5531628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5531649.000000 Penalty: 5087.189453
	Iteration 20F: 3 clusters Score -5531649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5531660.500000 Penalty: 5087.189453
	Iteration 21Q: 3 clusters Score -5531660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5531673.000000 Penalty: 5087.189453
	Iteration 22Q: 3 clusters Score -5531673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5531683.000000 Penalty: 5087.189453
	Iteration 23Q: 3 clusters Score -5531683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5531702.500000 Penalty: 5087.189453
	Iteration 24Q: 3 clusters Score -5531702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5531716.500000 Penalty: 5087.189453
	Iteration 25Q: 3 clusters Score -5531716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5531725.500000 Penalty: 5087.189453
	Iteration 26Q: 3 clusters Score -5531726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5531731.500000 Penalty: 5087.189453
	Iteration 27Q: 3 clusters Score -5531732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5531732.500000 Penalty: 5087.189453
	Iteration 28Q: 3 clusters Score -5531732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5531731.500000 Penalty: 5087.189453
	Iteration 29Q: 3 clusters Score -5531732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5531729.000000 Penalty: 5087.189453
	Iteration 30Q: 3 clusters Score -5531729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5531734.500000 Penalty: 5087.189453
	Iteration 31Q: 3 clusters Score -5531734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5531734.500000 Penalty: 5087.189453
	Iteration 32Q: 3 clusters Score -5531734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5531733.500000 Penalty: 5087.189453
	Iteration 33Q: 3 clusters Score -5531734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5531733.500000 Penalty: 5087.189453
	Iteration 34F: 3 clusters Score -5531734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -184210.031250 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184210 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184505.359375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184505.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -184598.703125 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184598.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -184662.203125 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184662.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184727.015625 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184727 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184766.281250 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184766.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184789.343750 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184799.718750 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -184812.187500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -184822.250000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184823.453125 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -184823.453125 Penalty: 3444.745361
	Iteration 11F: 3 clusters Score -184823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Entering Unmasked Estep 
Score: -3813722.250000 Penalty: 2436.381592
	Iteration 0F: 2 clusters Score -3813722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3802088.250000 Penalty: 4872.763184
	Iteration 0F: 3 clusters Score -3802088 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3806347.000000 Penalty: 4872.763184
	Iteration 1F: 3 clusters Score -3806347 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3806735.750000 Penalty: 4872.763184
	Iteration 2F: 3 clusters Score -3806736 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3807053.250000 Penalty: 4872.763184
	Iteration 3Q: 3 clusters Score -3807053 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -3807331.250000 Penalty: 4872.763184
	Iteration 4Q: 3 clusters Score -3807331 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3807660.500000 Penalty: 4872.763184
	Iteration 5F: 3 clusters Score -3807660 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3807886.750000 Penalty: 4872.763184
	Iteration 6F: 3 clusters Score -3807887 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3808246.000000 Penalty: 4872.763184
	Iteration 7F: 3 clusters Score -3808246 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3808633.750000 Penalty: 4872.763184
	Iteration 8F: 3 clusters Score -3808634 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3809043.500000 Penalty: 4872.763184
	Iteration 9Q: 3 clusters Score -3809044 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3809744.250000 Penalty: 4872.763184
	Iteration 10Q: 3 clusters Score -3809744 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3810083.500000 Penalty: 4872.763184
	Iteration 11Q: 3 clusters Score -3810084 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3810179.750000 Penalty: 4872.763184
	Iteration 12Q: 3 clusters Score -3810180 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3810438.500000 Penalty: 4872.763184
	Iteration 13Q: 3 clusters Score -3810438 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3810510.750000 Penalty: 4872.763184
	Iteration 14Q: 3 clusters Score -3810511 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3810689.000000 Penalty: 4872.763184
	Iteration 15Q: 3 clusters Score -3810689 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3810759.000000 Penalty: 4872.763184
	Iteration 16Q: 3 clusters Score -3810759 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3810769.250000 Penalty: 4872.763184
	Iteration 17Q: 3 clusters Score -3810769 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3810813.750000 Penalty: 4872.763184
	Iteration 18Q: 3 clusters Score -3810814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3810825.000000 Penalty: 4872.763184
	Iteration 19Q: 3 clusters Score -3810825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3810854.750000 Penalty: 4872.763184
	Iteration 20F: 3 clusters Score -3810855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3810897.500000 Penalty: 4872.763184
	Iteration 21Q: 3 clusters Score -3810898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3810879.750000 Penalty: 4872.763184
	Iteration 22Q: 3 clusters Score -3810880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3810905.750000 Penalty: 4872.763184
	Iteration 23Q: 3 clusters Score -3810906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3810903.250000 Penalty: 4872.763184
	Iteration 24Q: 3 clusters Score -3810903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3810892.500000 Penalty: 4872.763184
	Iteration 25Q: 3 clusters Score -3810892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3810865.250000 Penalty: 4872.763184
	Iteration 26Q: 3 clusters Score -3810865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3810841.500000 Penalty: 4872.763184
	Iteration 27Q: 3 clusters Score -3810842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3810857.250000 Penalty: 4872.763184
	Iteration 28Q: 3 clusters Score -3810857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3810841.250000 Penalty: 4872.763184
	Iteration 29Q: 3 clusters Score -3810841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3810804.250000 Penalty: 4872.763184
	Iteration 30Q: 3 clusters Score -3810804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3810821.250000 Penalty: 4872.763184
	Iteration 31Q: 3 clusters Score -3810821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3810736.500000 Penalty: 4872.763184
	Iteration 32Q: 3 clusters Score -3810736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3810770.750000 Penalty: 4872.763184
	Iteration 33Q: 3 clusters Score -3810771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3810778.250000 Penalty: 4872.763184
	Iteration 34Q: 3 clusters Score -3810778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3810771.750000 Penalty: 4872.763184
	Iteration 35Q: 3 clusters Score -3810772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3810786.250000 Penalty: 4872.763184
	Iteration 36Q: 3 clusters Score -3810786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3810823.000000 Penalty: 4872.763184
	Iteration 37Q: 3 clusters Score -3810823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3810780.750000 Penalty: 4872.763184
	Iteration 38Q: 3 clusters Score -3810781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3810794.750000 Penalty: 4872.763184
	Iteration 39Q: 3 clusters Score -3810795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3810793.750000 Penalty: 4872.763184
	Iteration 40F: 3 clusters Score -3810794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3810800.500000 Penalty: 4872.763184
	Iteration 41Q: 3 clusters Score -3810800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3810768.750000 Penalty: 4872.763184
	Iteration 42Q: 3 clusters Score -3810769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3810768.750000 Penalty: 4872.763184
	Iteration 43F: 3 clusters Score -3810769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Entering Unmasked Estep 
Score: -3875386.750000 Penalty: 2440.323730
	Iteration 0F: 2 clusters Score -3875387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3863559.500000 Penalty: 4880.647461
	Iteration 0F: 3 clusters Score -3863560 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3867798.750000 Penalty: 4880.647461
	Iteration 1F: 3 clusters Score -3867799 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3868149.000000 Penalty: 4880.647461
	Iteration 2F: 3 clusters Score -3868149 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3868390.000000 Penalty: 4880.647461
	Iteration 3Q: 3 clusters Score -3868390 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3868581.000000 Penalty: 4880.647461
	Iteration 4Q: 3 clusters Score -3868581 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3868763.500000 Penalty: 4880.647461
	Iteration 5Q: 3 clusters Score -3868764 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -3868877.250000 Penalty: 4880.647461
	Iteration 6Q: 3 clusters Score -3868877 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3869005.250000 Penalty: 4880.647461
	Iteration 7Q: 3 clusters Score -3869005 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3869138.000000 Penalty: 4880.647461
	Iteration 8Q: 3 clusters Score -3869138 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3869246.500000 Penalty: 4880.647461
	Iteration 9Q: 3 clusters Score -3869246 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3869355.000000 Penalty: 4880.647461
	Iteration 10Q: 3 clusters Score -3869355 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3869468.750000 Penalty: 4880.647461
	Iteration 11Q: 3 clusters Score -3869469 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3869598.500000 Penalty: 4880.647461
	Iteration 12Q: 3 clusters Score -3869598 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3869661.250000 Penalty: 4880.647461
	Iteration 13Q: 3 clusters Score -3869661 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3869704.250000 Penalty: 4880.647461
	Iteration 14Q: 3 clusters Score -3869704 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3869602.000000 Penalty: 4880.647461
	Iteration 15Q: 3 clusters Score -3869602 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3869772.000000 Penalty: 4880.647461
	Iteration 16Q: 3 clusters Score -3869772 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3869969.500000 Penalty: 4880.647461
	Iteration 17Q: 3 clusters Score -3869970 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3870490.500000 Penalty: 4880.647461
	Iteration 18Q: 3 clusters Score -3870490 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3870961.000000 Penalty: 4880.647461
	Iteration 19Q: 3 clusters Score -3870961 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3871480.500000 Penalty: 4880.647461
	Iteration 20F: 3 clusters Score -3871480 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3871819.750000 Penalty: 4880.647461
	Iteration 21Q: 3 clusters Score -3871820 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3872053.250000 Penalty: 4880.647461
	Iteration 22Q: 3 clusters Score -3872053 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3872229.750000 Penalty: 4880.647461
	Iteration 23Q: 3 clusters Score -3872230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3872428.500000 Penalty: 4880.647461
	Iteration 24Q: 3 clusters Score -3872428 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3872514.500000 Penalty: 4880.647461
	Iteration 25Q: 3 clusters Score -3872514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3872597.000000 Penalty: 4880.647461
	Iteration 26Q: 3 clusters Score -3872597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3872656.750000 Penalty: 4880.647461
	Iteration 27Q: 3 clusters Score -3872657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3872715.500000 Penalty: 4880.647461
	Iteration 28Q: 3 clusters Score -3872716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3872765.750000 Penalty: 4880.647461
	Iteration 29Q: 3 clusters Score -3872766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3872809.250000 Penalty: 4880.647461
	Iteration 30Q: 3 clusters Score -3872809 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3872831.000000 Penalty: 4880.647461
	Iteration 31Q: 3 clusters Score -3872831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3872876.750000 Penalty: 4880.647461
	Iteration 32Q: 3 clusters Score -3872877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3872926.500000 Penalty: 4880.647461
	Iteration 33Q: 3 clusters Score -3872926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3872956.250000 Penalty: 4880.647461
	Iteration 34Q: 3 clusters Score -3872956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3872983.500000 Penalty: 4880.647461
	Iteration 35Q: 3 clusters Score -3872984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3873014.000000 Penalty: 4880.647461
	Iteration 36Q: 3 clusters Score -3873014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3873037.500000 Penalty: 4880.647461
	Iteration 37Q: 3 clusters Score -3873038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3873056.000000 Penalty: 4880.647461
	Iteration 38Q: 3 clusters Score -3873056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3873071.000000 Penalty: 4880.647461
	Iteration 39Q: 3 clusters Score -3873071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3873090.250000 Penalty: 4880.647461
	Iteration 40F: 3 clusters Score -3873090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3873105.500000 Penalty: 4880.647461
	Iteration 41Q: 3 clusters Score -3873106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3873144.250000 Penalty: 4880.647461
	Iteration 42Q: 3 clusters Score -3873144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3873173.000000 Penalty: 4880.647461
	Iteration 43Q: 3 clusters Score -3873173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3873195.250000 Penalty: 4880.647461
	Iteration 44Q: 3 clusters Score -3873195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3873225.500000 Penalty: 4880.647461
	Iteration 45Q: 3 clusters Score -3873226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3873236.500000 Penalty: 4880.647461
	Iteration 46Q: 3 clusters Score -3873236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3873237.750000 Penalty: 4880.647461
	Iteration 47Q: 3 clusters Score -3873238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3873252.500000 Penalty: 4880.647461
	Iteration 48Q: 3 clusters Score -3873252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3873270.250000 Penalty: 4880.647461
	Iteration 49Q: 3 clusters Score -3873270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3873259.500000 Penalty: 4880.647461
	Iteration 50Q: 3 clusters Score -3873260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3873265.250000 Penalty: 4880.647461
	Iteration 51Q: 3 clusters Score -3873265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3873268.750000 Penalty: 4880.647461
	Iteration 52Q: 3 clusters Score -3873269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3873270.250000 Penalty: 4880.647461
	Iteration 53Q: 3 clusters Score -3873270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3873277.500000 Penalty: 4880.647461
	Iteration 54Q: 3 clusters Score -3873278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3873277.250000 Penalty: 4880.647461
	Iteration 55Q: 3 clusters Score -3873277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3873275.250000 Penalty: 4880.647461
	Iteration 56Q: 3 clusters Score -3873275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3873273.000000 Penalty: 4880.647461
	Iteration 57Q: 3 clusters Score -3873273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3873273.000000 Penalty: 4880.647461
	Iteration 58F: 3 clusters Score -3873273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Entering Unmasked Estep 
Score: -5112625.500000 Penalty: 2510.500244
	Iteration 0F: 2 clusters Score -5112626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -5097568.500000 Penalty: 5021.000488
	Iteration 0F: 3 clusters Score -5097568 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5103426.500000 Penalty: 5021.000488
	Iteration 1F: 3 clusters Score -5103426 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5103777.500000 Penalty: 5021.000488
	Iteration 2Q: 3 clusters Score -5103778 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -5104056.000000 Penalty: 5021.000488
	Iteration 3Q: 3 clusters Score -5104056 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5104259.500000 Penalty: 5021.000488
	Iteration 4Q: 3 clusters Score -5104260 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -5104462.000000 Penalty: 5021.000488
	Iteration 5Q: 3 clusters Score -5104462 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -5104638.000000 Penalty: 5021.000488
	Iteration 6Q: 3 clusters Score -5104638 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -5104788.000000 Penalty: 5021.000488
	Iteration 7Q: 3 clusters Score -5104788 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -5104962.000000 Penalty: 5021.000488
	Iteration 8Q: 3 clusters Score -5104962 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -5105101.000000 Penalty: 5021.000488
	Iteration 9Q: 3 clusters Score -5105101 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -5105236.000000 Penalty: 5021.000488
	Iteration 10Q: 3 clusters Score -5105236 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -5105396.500000 Penalty: 5021.000488
	Iteration 11Q: 3 clusters Score -5105396 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -5105638.000000 Penalty: 5021.000488
	Iteration 12Q: 3 clusters Score -5105638 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -5105996.000000 Penalty: 5021.000488
	Iteration 13Q: 3 clusters Score -5105996 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5106605.500000 Penalty: 5021.000488
	Iteration 14Q: 3 clusters Score -5106606 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5107489.500000 Penalty: 5021.000488
	Iteration 15Q: 3 clusters Score -5107490 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -5108573.500000 Penalty: 5021.000488
	Iteration 16F: 3 clusters Score -5108574 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5109484.500000 Penalty: 5021.000488
	Iteration 17F: 3 clusters Score -5109484 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5110020.500000 Penalty: 5021.000488
	Iteration 18Q: 3 clusters Score -5110020 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5110330.000000 Penalty: 5021.000488
	Iteration 19Q: 3 clusters Score -5110330 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5110622.500000 Penalty: 5021.000488
	Iteration 20F: 3 clusters Score -5110622 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -5110831.500000 Penalty: 5021.000488
	Iteration 21Q: 3 clusters Score -5110832 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -5110974.500000 Penalty: 5021.000488
	Iteration 22Q: 3 clusters Score -5110974 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -5111104.500000 Penalty: 5021.000488
	Iteration 23Q: 3 clusters Score -5111104 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5111161.000000 Penalty: 5021.000488
	Iteration 24Q: 3 clusters Score -5111161 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5111190.000000 Penalty: 5021.000488
	Iteration 25Q: 3 clusters Score -5111190 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -5111208.000000 Penalty: 5021.000488
	Iteration 26Q: 3 clusters Score -5111208 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5111200.500000 Penalty: 5021.000488
	Iteration 27Q: 3 clusters Score -5111200 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5111185.000000 Penalty: 5021.000488
	Iteration 28Q: 3 clusters Score -5111185 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -5111164.500000 Penalty: 5021.000488
	Iteration 29Q: 3 clusters Score -5111164 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -5111136.500000 Penalty: 5021.000488
	Iteration 30Q: 3 clusters Score -5111136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5111086.500000 Penalty: 5021.000488
	Iteration 31Q: 3 clusters Score -5111086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -5111046.000000 Penalty: 5021.000488
	Iteration 32Q: 3 clusters Score -5111046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -5111037.500000 Penalty: 5021.000488
	Iteration 33Q: 3 clusters Score -5111038 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5111021.000000 Penalty: 5021.000488
	Iteration 34Q: 3 clusters Score -5111021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -5110988.500000 Penalty: 5021.000488
	Iteration 35Q: 3 clusters Score -5110988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -5110980.000000 Penalty: 5021.000488
	Iteration 36Q: 3 clusters Score -5110980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5110965.000000 Penalty: 5021.000488
	Iteration 37Q: 3 clusters Score -5110965 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5110953.500000 Penalty: 5021.000488
	Iteration 38Q: 3 clusters Score -5110954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5110941.000000 Penalty: 5021.000488
	Iteration 39Q: 3 clusters Score -5110941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5110920.500000 Penalty: 5021.000488
	Iteration 40F: 3 clusters Score -5110920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5110897.000000 Penalty: 5021.000488
	Iteration 41Q: 3 clusters Score -5110897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -5110889.000000 Penalty: 5021.000488
	Iteration 42Q: 3 clusters Score -5110889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5110866.500000 Penalty: 5021.000488
	Iteration 43Q: 3 clusters Score -5110866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -5110856.000000 Penalty: 5021.000488
	Iteration 44Q: 3 clusters Score -5110856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5110841.000000 Penalty: 5021.000488
	Iteration 45Q: 3 clusters Score -5110841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -5110837.000000 Penalty: 5021.000488
	Iteration 46Q: 3 clusters Score -5110837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5110826.500000 Penalty: 5021.000488
	Iteration 47Q: 3 clusters Score -5110826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -5110823.000000 Penalty: 5021.000488
	Iteration 48Q: 3 clusters Score -5110823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -5110818.000000 Penalty: 5021.000488
	Iteration 49Q: 3 clusters Score -5110818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5110825.500000 Penalty: 5021.000488
	Iteration 50Q: 3 clusters Score -5110826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -5110824.500000 Penalty: 5021.000488
	Iteration 51Q: 3 clusters Score -5110824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -5110820.500000 Penalty: 5021.000488
	Iteration 52Q: 3 clusters Score -5110820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5110818.500000 Penalty: 5021.000488
	Iteration 53Q: 3 clusters Score -5110818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5110806.500000 Penalty: 5021.000488
	Iteration 54Q: 3 clusters Score -5110806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5110808.500000 Penalty: 5021.000488
	Iteration 55Q: 3 clusters Score -5110808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5110810.500000 Penalty: 5021.000488
	Iteration 56Q: 3 clusters Score -5110810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5110811.500000 Penalty: 5021.000488
	Iteration 57Q: 3 clusters Score -5110812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5110810.000000 Penalty: 5021.000488
	Iteration 58Q: 3 clusters Score -5110810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5110810.000000 Penalty: 5021.000488
	Iteration 59F: 3 clusters Score -5110810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Entering Unmasked Estep 
Score: -3868391.250000 Penalty: 2441.536377
	Iteration 0F: 2 clusters Score -3868391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3856270.750000 Penalty: 4883.072754
	Iteration 0F: 3 clusters Score -3856271 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -3860749.750000 Penalty: 4883.072754
	Iteration 1F: 3 clusters Score -3860750 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3861157.750000 Penalty: 4883.072754
	Iteration 2F: 3 clusters Score -3861158 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3861453.250000 Penalty: 4883.072754
	Iteration 3Q: 3 clusters Score -3861453 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -3861645.000000 Penalty: 4883.072754
	Iteration 4Q: 3 clusters Score -3861645 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3861846.250000 Penalty: 4883.072754
	Iteration 5Q: 3 clusters Score -3861846 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3862044.500000 Penalty: 4883.072754
	Iteration 6Q: 3 clusters Score -3862044 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3862276.000000 Penalty: 4883.072754
	Iteration 7Q: 3 clusters Score -3862276 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3862502.000000 Penalty: 4883.072754
	Iteration 8Q: 3 clusters Score -3862502 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3862824.500000 Penalty: 4883.072754
	Iteration 9Q: 3 clusters Score -3862824 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3863232.750000 Penalty: 4883.072754
	Iteration 10Q: 3 clusters Score -3863233 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3863643.750000 Penalty: 4883.072754
	Iteration 11Q: 3 clusters Score -3863644 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3864062.500000 Penalty: 4883.072754
	Iteration 12Q: 3 clusters Score -3864062 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3864502.750000 Penalty: 4883.072754
	Iteration 13Q: 3 clusters Score -3864503 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3864850.500000 Penalty: 4883.072754
	Iteration 14Q: 3 clusters Score -3864850 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3865123.750000 Penalty: 4883.072754
	Iteration 15Q: 3 clusters Score -3865124 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3865340.250000 Penalty: 4883.072754
	Iteration 16Q: 3 clusters Score -3865340 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3865519.250000 Penalty: 4883.072754
	Iteration 17Q: 3 clusters Score -3865519 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3865624.000000 Penalty: 4883.072754
	Iteration 18Q: 3 clusters Score -3865624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3865712.750000 Penalty: 4883.072754
	Iteration 19Q: 3 clusters Score -3865713 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3865777.500000 Penalty: 4883.072754
	Iteration 20F: 3 clusters Score -3865778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3865847.000000 Penalty: 4883.072754
	Iteration 21Q: 3 clusters Score -3865847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3865893.500000 Penalty: 4883.072754
	Iteration 22Q: 3 clusters Score -3865894 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3865940.250000 Penalty: 4883.072754
	Iteration 23Q: 3 clusters Score -3865940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3865987.500000 Penalty: 4883.072754
	Iteration 24Q: 3 clusters Score -3865988 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3866027.000000 Penalty: 4883.072754
	Iteration 25Q: 3 clusters Score -3866027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3866065.250000 Penalty: 4883.072754
	Iteration 26Q: 3 clusters Score -3866065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3866098.500000 Penalty: 4883.072754
	Iteration 27Q: 3 clusters Score -3866098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3866121.500000 Penalty: 4883.072754
	Iteration 28Q: 3 clusters Score -3866122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3866133.750000 Penalty: 4883.072754
	Iteration 29Q: 3 clusters Score -3866134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3866150.250000 Penalty: 4883.072754
	Iteration 30Q: 3 clusters Score -3866150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3866165.500000 Penalty: 4883.072754
	Iteration 31Q: 3 clusters Score -3866166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3866183.250000 Penalty: 4883.072754
	Iteration 32Q: 3 clusters Score -3866183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3866185.500000 Penalty: 4883.072754
	Iteration 33Q: 3 clusters Score -3866186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3866185.750000 Penalty: 4883.072754
	Iteration 34Q: 3 clusters Score -3866186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3866190.750000 Penalty: 4883.072754
	Iteration 35Q: 3 clusters Score -3866191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3866190.000000 Penalty: 4883.072754
	Iteration 36Q: 3 clusters Score -3866190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3866190.250000 Penalty: 4883.072754
	Iteration 37Q: 3 clusters Score -3866190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3866190.500000 Penalty: 4883.072754
	Iteration 38Q: 3 clusters Score -3866190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3866188.250000 Penalty: 4883.072754
	Iteration 39Q: 3 clusters Score -3866188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3866188.250000 Penalty: 4883.072754
	Iteration 40F: 3 clusters Score -3866188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Entering Unmasked Estep 
Score: -4071473.000000 Penalty: 2452.467773
	Iteration 0F: 2 clusters Score -4071473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4059415.250000 Penalty: 4904.935547
	Iteration 0F: 3 clusters Score -4059415 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4064067.750000 Penalty: 4904.935547
	Iteration 1F: 3 clusters Score -4064068 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4064559.250000 Penalty: 4904.935547
	Iteration 2F: 3 clusters Score -4064559 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4065037.750000 Penalty: 4904.935547
	Iteration 3F: 3 clusters Score -4065038 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4065573.750000 Penalty: 4904.935547
	Iteration 4F: 3 clusters Score -4065574 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -4066330.000000 Penalty: 4904.935547
	Iteration 5F: 3 clusters Score -4066330 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -4067476.000000 Penalty: 4904.935547
	Iteration 6F: 3 clusters Score -4067476 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4068773.750000 Penalty: 4904.935547
	Iteration 7F: 3 clusters Score -4068774 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4069719.750000 Penalty: 4904.935547
	Iteration 8F: 3 clusters Score -4069720 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4070104.000000 Penalty: 4904.935547
	Iteration 9Q: 3 clusters Score -4070104 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4070235.000000 Penalty: 4904.935547
	Iteration 10Q: 3 clusters Score -4070235 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4070301.500000 Penalty: 4904.935547
	Iteration 11Q: 3 clusters Score -4070302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4070336.750000 Penalty: 4904.935547
	Iteration 12Q: 3 clusters Score -4070337 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4070256.500000 Penalty: 4904.935547
	Iteration 13Q: 3 clusters Score -4070256 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -4070233.750000 Penalty: 4904.935547
	Iteration 14Q: 3 clusters Score -4070234 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4070221.250000 Penalty: 4904.935547
	Iteration 15Q: 3 clusters Score -4070221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4070239.250000 Penalty: 4904.935547
	Iteration 16Q: 3 clusters Score -4070239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4070157.000000 Penalty: 4904.935547
	Iteration 17Q: 3 clusters Score -4070157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4070133.250000 Penalty: 4904.935547
	Iteration 18Q: 3 clusters Score -4070133 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -4070123.000000 Penalty: 4904.935547
	Iteration 19Q: 3 clusters Score -4070123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4070160.750000 Penalty: 4904.935547
	Iteration 20F: 3 clusters Score -4070161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4070173.500000 Penalty: 4904.935547
	Iteration 21Q: 3 clusters Score -4070174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4070204.750000 Penalty: 4904.935547
	Iteration 22Q: 3 clusters Score -4070205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4070202.750000 Penalty: 4904.935547
	Iteration 23Q: 3 clusters Score -4070203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4070211.250000 Penalty: 4904.935547
	Iteration 24Q: 3 clusters Score -4070211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4070234.000000 Penalty: 4904.935547
	Iteration 25Q: 3 clusters Score -4070234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4070221.750000 Penalty: 4904.935547
	Iteration 26Q: 3 clusters Score -4070222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4070209.250000 Penalty: 4904.935547
	Iteration 27Q: 3 clusters Score -4070209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -4070214.000000 Penalty: 4904.935547
	Iteration 28Q: 3 clusters Score -4070214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4070207.500000 Penalty: 4904.935547
	Iteration 29Q: 3 clusters Score -4070208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4070224.000000 Penalty: 4904.935547
	Iteration 30Q: 3 clusters Score -4070224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4070231.000000 Penalty: 4904.935547
	Iteration 31Q: 3 clusters Score -4070231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4070238.000000 Penalty: 4904.935547
	Iteration 32Q: 3 clusters Score -4070238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4070250.000000 Penalty: 4904.935547
	Iteration 33Q: 3 clusters Score -4070250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4070237.250000 Penalty: 4904.935547
	Iteration 34Q: 3 clusters Score -4070237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4070235.250000 Penalty: 4904.935547
	Iteration 35Q: 3 clusters Score -4070235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4070235.250000 Penalty: 4904.935547
	Iteration 36F: 3 clusters Score -4070235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28126 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28317 members 
Mstep: Class 5 contains 25973 members 
Mstep: Class 6 contains 8269 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 9 contains 14295 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17431 members 
Mstep: Class 12 contains 18394 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 17662 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27983 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26449 members 
Mstep: Class 21 contains 27391 members 
Mstep: Class 22 contains 35833 members 
Mstep: Class 23 contains 26406 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 39544 members 
Mstep: Class 26 contains 18459 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17039 members 
Mstep: Class 29 contains 21747 members 
Mstep: Class 30 contains 19158 members 
Mstep: Class 31 contains 30547 members 
Mstep: Class 32 contains 28087 members 
Mstep: Class 33 contains 28640 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28782 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8028 members 
Mstep: Class 38 contains 26403 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18373 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19809 members 
Mstep: Class 43 contains 25667 members 
Mstep: Class 44 contains 19499 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20339 members 
Mstep: Class 48 contains 19158 members 
Mstep: Class 49 contains 28465 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18474 members 
Mstep: Class 52 contains 18770 members 
Mstep: Class 53 contains 24909 members 
Mstep: Class 54 contains 18862 members 
Mstep: Class 55 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479712.000000 Penalty: 187370.656250
Iteration 319Q: 56 clusters Score -1.774797e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28218 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28301 members 
Mstep: Class 5 contains 25961 members 
Mstep: Class 6 contains 8258 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26139 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 18386 members 
Mstep: Class 13 contains 21525 members 
Mstep: Class 14 contains 23074 members 
Mstep: Class 15 contains 17657 members 
Mstep: Class 16 contains 5613 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27996 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26451 members 
Mstep: Class 21 contains 27400 members 
Mstep: Class 22 contains 35868 members 
Mstep: Class 23 contains 26517 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 39477 members 
Mstep: Class 26 contains 18530 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17047 members 
Mstep: Class 29 contains 21739 members 
Mstep: Class 30 contains 19159 members 
Mstep: Class 31 contains 30521 members 
Mstep: Class 32 contains 28106 members 
Mstep: Class 33 contains 28646 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28801 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 26285 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18340 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19808 members 
Mstep: Class 43 contains 25666 members 
Mstep: Class 44 contains 19502 members 
Mstep: Class 45 contains 3875 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20347 members 
Mstep: Class 48 contains 19160 members 
Mstep: Class 49 contains 28457 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18465 members 
Mstep: Class 52 contains 18777 members 
Mstep: Class 53 contains 24910 members 
Mstep: Class 54 contains 18864 members 
Mstep: Class 55 contains 19707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177479312.000000 Penalty: 187370.656250
Iteration 320F: 56 clusters Score -1.774793e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28305 members 
Mstep: Class 5 contains 25958 members 
Mstep: Class 6 contains 8254 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26160 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 18379 members 
Mstep: Class 13 contains 21559 members 
Mstep: Class 14 contains 23081 members 
Mstep: Class 15 contains 17656 members 
Mstep: Class 16 contains 5586 members 
Mstep: Class 17 contains 12793 members 
Mstep: Class 18 contains 27989 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26455 members 
Mstep: Class 21 contains 27411 members 
Mstep: Class 22 contains 35863 members 
Mstep: Class 23 contains 26636 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 39407 members 
Mstep: Class 26 contains 18621 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17049 members 
Mstep: Class 29 contains 21730 members 
Mstep: Class 30 contains 19148 members 
Mstep: Class 31 contains 30517 members 
Mstep: Class 32 contains 28119 members 
Mstep: Class 33 contains 28667 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28820 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 26163 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18309 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19786 members 
Mstep: Class 43 contains 25670 members 
Mstep: Class 44 contains 19504 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20361 members 
Mstep: Class 48 contains 19150 members 
Mstep: Class 49 contains 28431 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18463 members 
Mstep: Class 52 contains 18784 members 
Mstep: Class 53 contains 24902 members 
Mstep: Class 54 contains 18860 members 
Mstep: Class 55 contains 19700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480160.000000 Penalty: 187370.656250
Iteration 321Q: 56 clusters Score -1.774802e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28328 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28305 members 
Mstep: Class 5 contains 25945 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26172 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 21580 members 
Mstep: Class 14 contains 23096 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 27409 members 
Mstep: Class 22 contains 35877 members 
Mstep: Class 23 contains 26752 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 39352 members 
Mstep: Class 26 contains 18703 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 21727 members 
Mstep: Class 30 contains 19146 members 
Mstep: Class 31 contains 30527 members 
Mstep: Class 32 contains 28125 members 
Mstep: Class 33 contains 28684 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28844 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8022 members 
Mstep: Class 38 contains 26019 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18284 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19778 members 
Mstep: Class 43 contains 25664 members 
Mstep: Class 44 contains 19498 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20371 members 
Mstep: Class 48 contains 19143 members 
Mstep: Class 49 contains 28433 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18463 members 
Mstep: Class 52 contains 18801 members 
Mstep: Class 53 contains 24903 members 
Mstep: Class 54 contains 18856 members 
Mstep: Class 55 contains 19693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480448.000000 Penalty: 187370.656250
Iteration 322Q: 56 clusters Score -1.774804e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28377 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28310 members 
Mstep: Class 5 contains 25941 members 
Mstep: Class 6 contains 8249 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26202 members 
Mstep: Class 9 contains 14144 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 18364 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 23109 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 12792 members 
Mstep: Class 18 contains 27981 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 27404 members 
Mstep: Class 22 contains 35872 members 
Mstep: Class 23 contains 26829 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 39291 members 
Mstep: Class 26 contains 18813 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17065 members 
Mstep: Class 29 contains 21728 members 
Mstep: Class 30 contains 19159 members 
Mstep: Class 31 contains 30535 members 
Mstep: Class 32 contains 28142 members 
Mstep: Class 33 contains 28690 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28875 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 25908 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18277 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19764 members 
Mstep: Class 43 contains 25663 members 
Mstep: Class 44 contains 19497 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20364 members 
Mstep: Class 48 contains 19139 members 
Mstep: Class 49 contains 28415 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18467 members 
Mstep: Class 52 contains 18817 members 
Mstep: Class 53 contains 24909 members 
Mstep: Class 54 contains 18854 members 
Mstep: Class 55 contains 19683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480832.000000 Penalty: 187370.656250
Iteration 323Q: 56 clusters Score -1.774808e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28436 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28314 members 
Mstep: Class 5 contains 25948 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26216 members 
Mstep: Class 9 contains 14107 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 12 contains 18374 members 
Mstep: Class 13 contains 21625 members 
Mstep: Class 14 contains 23116 members 
Mstep: Class 15 contains 17641 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26422 members 
Mstep: Class 21 contains 27390 members 
Mstep: Class 22 contains 35858 members 
Mstep: Class 23 contains 26885 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 39245 members 
Mstep: Class 26 contains 18879 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 21725 members 
Mstep: Class 30 contains 19158 members 
Mstep: Class 31 contains 30550 members 
Mstep: Class 32 contains 28169 members 
Mstep: Class 33 contains 28698 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28880 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 25816 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18260 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19752 members 
Mstep: Class 43 contains 25658 members 
Mstep: Class 44 contains 19489 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20379 members 
Mstep: Class 48 contains 19137 members 
Mstep: Class 49 contains 28399 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18453 members 
Mstep: Class 52 contains 18833 members 
Mstep: Class 53 contains 24913 members 
Mstep: Class 54 contains 18855 members 
Mstep: Class 55 contains 19677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480880.000000 Penalty: 187370.656250
Iteration 324Q: 56 clusters Score -1.774809e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28477 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28319 members 
Mstep: Class 5 contains 25947 members 
Mstep: Class 6 contains 8263 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26237 members 
Mstep: Class 9 contains 14074 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17161 members 
Mstep: Class 12 contains 18362 members 
Mstep: Class 13 contains 21650 members 
Mstep: Class 14 contains 23133 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 16 contains 5497 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 28008 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26399 members 
Mstep: Class 21 contains 27392 members 
Mstep: Class 22 contains 35831 members 
Mstep: Class 23 contains 26879 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 39196 members 
Mstep: Class 26 contains 18944 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17097 members 
Mstep: Class 29 contains 21723 members 
Mstep: Class 30 contains 19155 members 
Mstep: Class 31 contains 30560 members 
Mstep: Class 32 contains 28228 members 
Mstep: Class 33 contains 28721 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28893 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 25741 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18231 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19746 members 
Mstep: Class 43 contains 25657 members 
Mstep: Class 44 contains 19493 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20395 members 
Mstep: Class 48 contains 19138 members 
Mstep: Class 49 contains 28391 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18450 members 
Mstep: Class 52 contains 18850 members 
Mstep: Class 53 contains 24914 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 19683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480592.000000 Penalty: 187370.656250
Iteration 325Q: 56 clusters Score -1.774806e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28324 members 
Mstep: Class 5 contains 25949 members 
Mstep: Class 6 contains 8277 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26262 members 
Mstep: Class 9 contains 14039 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17099 members 
Mstep: Class 12 contains 18362 members 
Mstep: Class 13 contains 21668 members 
Mstep: Class 14 contains 23139 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 12797 members 
Mstep: Class 18 contains 28031 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26369 members 
Mstep: Class 21 contains 27399 members 
Mstep: Class 22 contains 35810 members 
Mstep: Class 23 contains 26921 members 
Mstep: Class 24 contains 2137 members 
Mstep: Class 25 contains 39139 members 
Mstep: Class 26 contains 19032 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17110 members 
Mstep: Class 29 contains 21721 members 
Mstep: Class 30 contains 19148 members 
Mstep: Class 31 contains 30591 members 
Mstep: Class 32 contains 28209 members 
Mstep: Class 33 contains 28746 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28920 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8018 members 
Mstep: Class 38 contains 25639 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18192 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19736 members 
Mstep: Class 43 contains 25655 members 
Mstep: Class 44 contains 19500 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20413 members 
Mstep: Class 48 contains 19155 members 
Mstep: Class 49 contains 28414 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18453 members 
Mstep: Class 52 contains 18849 members 
Mstep: Class 53 contains 24903 members 
Mstep: Class 54 contains 18835 members 
Mstep: Class 55 contains 19674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481056.000000 Penalty: 187370.656250
Iteration 326Q: 56 clusters Score -1.774811e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28583 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28314 members 
Mstep: Class 5 contains 25950 members 
Mstep: Class 6 contains 8290 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26298 members 
Mstep: Class 9 contains 13995 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17053 members 
Mstep: Class 12 contains 18367 members 
Mstep: Class 13 contains 21689 members 
Mstep: Class 14 contains 23151 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 5445 members 
Mstep: Class 17 contains 12808 members 
Mstep: Class 18 contains 28042 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26371 members 
Mstep: Class 21 contains 27385 members 
Mstep: Class 22 contains 35792 members 
Mstep: Class 23 contains 26915 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 39075 members 
Mstep: Class 26 contains 19130 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17116 members 
Mstep: Class 29 contains 21709 members 
Mstep: Class 30 contains 19157 members 
Mstep: Class 31 contains 30622 members 
Mstep: Class 32 contains 28240 members 
Mstep: Class 33 contains 28758 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28943 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8020 members 
Mstep: Class 38 contains 25537 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18168 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19738 members 
Mstep: Class 43 contains 25655 members 
Mstep: Class 44 contains 19501 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20417 members 
Mstep: Class 48 contains 19156 members 
Mstep: Class 49 contains 28407 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18463 members 
Mstep: Class 52 contains 18844 members 
Mstep: Class 53 contains 24906 members 
Mstep: Class 54 contains 18823 members 
Mstep: Class 55 contains 19668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481008.000000 Penalty: 187370.656250
Iteration 327Q: 56 clusters Score -1.77481e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28643 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28327 members 
Mstep: Class 5 contains 25944 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26306 members 
Mstep: Class 9 contains 13941 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17029 members 
Mstep: Class 12 contains 18383 members 
Mstep: Class 13 contains 21702 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 5415 members 
Mstep: Class 17 contains 12816 members 
Mstep: Class 18 contains 28038 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26380 members 
Mstep: Class 21 contains 27387 members 
Mstep: Class 22 contains 35779 members 
Mstep: Class 23 contains 26925 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 39017 members 
Mstep: Class 26 contains 19230 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17126 members 
Mstep: Class 29 contains 21703 members 
Mstep: Class 30 contains 19170 members 
Mstep: Class 31 contains 30629 members 
Mstep: Class 32 contains 28247 members 
Mstep: Class 33 contains 28759 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28967 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8019 members 
Mstep: Class 38 contains 25469 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18149 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19725 members 
Mstep: Class 43 contains 25645 members 
Mstep: Class 44 contains 19501 members 
Mstep: Class 45 contains 3882 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20419 members 
Mstep: Class 48 contains 19159 members 
Mstep: Class 49 contains 28409 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18456 members 
Mstep: Class 52 contains 18849 members 
Mstep: Class 53 contains 24899 members 
Mstep: Class 54 contains 18819 members 
Mstep: Class 55 contains 19661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480800.000000 Penalty: 187370.656250
Iteration 328Q: 56 clusters Score -1.774808e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 25943 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26319 members 
Mstep: Class 9 contains 13899 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 17003 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 21707 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 17609 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 12819 members 
Mstep: Class 18 contains 28029 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26372 members 
Mstep: Class 21 contains 27384 members 
Mstep: Class 22 contains 35788 members 
Mstep: Class 23 contains 26925 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38962 members 
Mstep: Class 26 contains 19345 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17124 members 
Mstep: Class 29 contains 21683 members 
Mstep: Class 30 contains 19179 members 
Mstep: Class 31 contains 30649 members 
Mstep: Class 32 contains 28300 members 
Mstep: Class 33 contains 28771 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 28990 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 8014 members 
Mstep: Class 38 contains 25402 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18124 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19722 members 
Mstep: Class 43 contains 25651 members 
Mstep: Class 44 contains 19487 members 
Mstep: Class 45 contains 3882 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20428 members 
Mstep: Class 48 contains 19155 members 
Mstep: Class 49 contains 28387 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18453 members 
Mstep: Class 52 contains 18849 members 
Mstep: Class 53 contains 24905 members 
Mstep: Class 54 contains 18816 members 
Mstep: Class 55 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480784.000000 Penalty: 187370.656250
Iteration 329Q: 56 clusters Score -1.774808e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28719 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28333 members 
Mstep: Class 5 contains 25933 members 
Mstep: Class 6 contains 8357 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26332 members 
Mstep: Class 9 contains 13845 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16986 members 
Mstep: Class 12 contains 18385 members 
Mstep: Class 13 contains 21728 members 
Mstep: Class 14 contains 23156 members 
Mstep: Class 15 contains 17598 members 
Mstep: Class 16 contains 5369 members 
Mstep: Class 17 contains 12819 members 
Mstep: Class 18 contains 28032 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26366 members 
Mstep: Class 21 contains 27370 members 
Mstep: Class 22 contains 35794 members 
Mstep: Class 23 contains 26907 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 38902 members 
Mstep: Class 26 contains 19474 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17122 members 
Mstep: Class 29 contains 21673 members 
Mstep: Class 30 contains 19171 members 
Mstep: Class 31 contains 30661 members 
Mstep: Class 32 contains 28341 members 
Mstep: Class 33 contains 28773 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29030 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 25352 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18087 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19721 members 
Mstep: Class 43 contains 25654 members 
Mstep: Class 44 contains 19494 members 
Mstep: Class 45 contains 3880 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20422 members 
Mstep: Class 48 contains 19172 members 
Mstep: Class 49 contains 28377 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18842 members 
Mstep: Class 53 contains 24902 members 
Mstep: Class 54 contains 18816 members 
Mstep: Class 55 contains 19647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177480928.000000 Penalty: 187370.656250
Iteration 330Q: 56 clusters Score -1.774809e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28764 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28363 members 
Mstep: Class 5 contains 25923 members 
Mstep: Class 6 contains 8378 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26350 members 
Mstep: Class 9 contains 13796 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16962 members 
Mstep: Class 12 contains 18375 members 
Mstep: Class 13 contains 21753 members 
Mstep: Class 14 contains 23157 members 
Mstep: Class 15 contains 17594 members 
Mstep: Class 16 contains 5342 members 
Mstep: Class 17 contains 12824 members 
Mstep: Class 18 contains 28027 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26372 members 
Mstep: Class 21 contains 27351 members 
Mstep: Class 22 contains 35774 members 
Mstep: Class 23 contains 26914 members 
Mstep: Class 24 contains 2141 members 
Mstep: Class 25 contains 38837 members 
Mstep: Class 26 contains 19572 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17119 members 
Mstep: Class 29 contains 21656 members 
Mstep: Class 30 contains 19183 members 
Mstep: Class 31 contains 30677 members 
Mstep: Class 32 contains 28353 members 
Mstep: Class 33 contains 28775 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29060 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 25280 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18066 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19719 members 
Mstep: Class 43 contains 25649 members 
Mstep: Class 44 contains 19500 members 
Mstep: Class 45 contains 3879 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20420 members 
Mstep: Class 48 contains 19177 members 
Mstep: Class 49 contains 28375 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18442 members 
Mstep: Class 52 contains 18856 members 
Mstep: Class 53 contains 24908 members 
Mstep: Class 54 contains 18811 members 
Mstep: Class 55 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481216.000000 Penalty: 187370.656250
Iteration 331Q: 56 clusters Score -1.774812e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28813 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28378 members 
Mstep: Class 5 contains 25918 members 
Mstep: Class 6 contains 8388 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26383 members 
Mstep: Class 9 contains 13734 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16926 members 
Mstep: Class 12 contains 18364 members 
Mstep: Class 13 contains 21762 members 
Mstep: Class 14 contains 23147 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 5313 members 
Mstep: Class 17 contains 12817 members 
Mstep: Class 18 contains 28023 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26377 members 
Mstep: Class 21 contains 27351 members 
Mstep: Class 22 contains 35754 members 
Mstep: Class 23 contains 26945 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38775 members 
Mstep: Class 26 contains 19688 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17124 members 
Mstep: Class 29 contains 21646 members 
Mstep: Class 30 contains 19198 members 
Mstep: Class 31 contains 30708 members 
Mstep: Class 32 contains 28350 members 
Mstep: Class 33 contains 28803 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29077 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 25211 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18044 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19720 members 
Mstep: Class 43 contains 25645 members 
Mstep: Class 44 contains 19491 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20420 members 
Mstep: Class 48 contains 19172 members 
Mstep: Class 49 contains 28362 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18882 members 
Mstep: Class 53 contains 24913 members 
Mstep: Class 54 contains 18810 members 
Mstep: Class 55 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481216.000000 Penalty: 187370.656250
Iteration 332Q: 56 clusters Score -1.774812e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28847 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28380 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 8410 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26428 members 
Mstep: Class 9 contains 13670 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16890 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 23128 members 
Mstep: Class 15 contains 17587 members 
Mstep: Class 16 contains 5275 members 
Mstep: Class 17 contains 12810 members 
Mstep: Class 18 contains 28006 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26387 members 
Mstep: Class 21 contains 27340 members 
Mstep: Class 22 contains 35730 members 
Mstep: Class 23 contains 26971 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 38707 members 
Mstep: Class 26 contains 19802 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17136 members 
Mstep: Class 29 contains 21609 members 
Mstep: Class 30 contains 19232 members 
Mstep: Class 31 contains 30733 members 
Mstep: Class 32 contains 28393 members 
Mstep: Class 33 contains 28813 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29079 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 25181 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18020 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19717 members 
Mstep: Class 43 contains 25639 members 
Mstep: Class 44 contains 19483 members 
Mstep: Class 45 contains 3877 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20418 members 
Mstep: Class 48 contains 19181 members 
Mstep: Class 49 contains 28344 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18446 members 
Mstep: Class 52 contains 18894 members 
Mstep: Class 53 contains 24920 members 
Mstep: Class 54 contains 18818 members 
Mstep: Class 55 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481616.000000 Penalty: 187370.656250
Iteration 333Q: 56 clusters Score -1.774816e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28878 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28416 members 
Mstep: Class 5 contains 25915 members 
Mstep: Class 6 contains 8438 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26445 members 
Mstep: Class 9 contains 13594 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16852 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 21795 members 
Mstep: Class 14 contains 23115 members 
Mstep: Class 15 contains 17584 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 27986 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26402 members 
Mstep: Class 21 contains 27323 members 
Mstep: Class 22 contains 35700 members 
Mstep: Class 23 contains 26990 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 38658 members 
Mstep: Class 26 contains 19940 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17150 members 
Mstep: Class 29 contains 21582 members 
Mstep: Class 30 contains 19240 members 
Mstep: Class 31 contains 30775 members 
Mstep: Class 32 contains 28426 members 
Mstep: Class 33 contains 28823 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29097 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 25125 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17971 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19722 members 
Mstep: Class 43 contains 25626 members 
Mstep: Class 44 contains 19471 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20421 members 
Mstep: Class 48 contains 19185 members 
Mstep: Class 49 contains 28331 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18897 members 
Mstep: Class 53 contains 24932 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481760.000000 Penalty: 187370.656250
Iteration 334Q: 56 clusters Score -1.774818e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28896 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28443 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 8481 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26475 members 
Mstep: Class 9 contains 13521 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16817 members 
Mstep: Class 12 contains 18345 members 
Mstep: Class 13 contains 21810 members 
Mstep: Class 14 contains 23116 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26413 members 
Mstep: Class 21 contains 27310 members 
Mstep: Class 22 contains 35685 members 
Mstep: Class 23 contains 27004 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 38602 members 
Mstep: Class 26 contains 20089 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17158 members 
Mstep: Class 29 contains 21537 members 
Mstep: Class 30 contains 19235 members 
Mstep: Class 31 contains 30815 members 
Mstep: Class 32 contains 28486 members 
Mstep: Class 33 contains 28829 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29106 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 25074 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17900 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19727 members 
Mstep: Class 43 contains 25624 members 
Mstep: Class 44 contains 19467 members 
Mstep: Class 45 contains 3872 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20433 members 
Mstep: Class 48 contains 19221 members 
Mstep: Class 49 contains 28319 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18448 members 
Mstep: Class 52 contains 18894 members 
Mstep: Class 53 contains 24936 members 
Mstep: Class 54 contains 18833 members 
Mstep: Class 55 contains 19644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481952.000000 Penalty: 187370.656250
Iteration 335Q: 56 clusters Score -1.77482e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28917 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28445 members 
Mstep: Class 5 contains 25902 members 
Mstep: Class 6 contains 8515 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26494 members 
Mstep: Class 9 contains 13454 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16798 members 
Mstep: Class 12 contains 18352 members 
Mstep: Class 13 contains 21827 members 
Mstep: Class 14 contains 23094 members 
Mstep: Class 15 contains 17571 members 
Mstep: Class 16 contains 5136 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27958 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26407 members 
Mstep: Class 21 contains 27312 members 
Mstep: Class 22 contains 35673 members 
Mstep: Class 23 contains 27005 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 38550 members 
Mstep: Class 26 contains 20245 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17167 members 
Mstep: Class 29 contains 21545 members 
Mstep: Class 30 contains 19217 members 
Mstep: Class 31 contains 30834 members 
Mstep: Class 32 contains 28526 members 
Mstep: Class 33 contains 28828 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29141 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 25061 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17849 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19719 members 
Mstep: Class 43 contains 25620 members 
Mstep: Class 44 contains 19466 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20414 members 
Mstep: Class 48 contains 19240 members 
Mstep: Class 49 contains 28294 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18451 members 
Mstep: Class 52 contains 18893 members 
Mstep: Class 53 contains 24947 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482208.000000 Penalty: 187370.656250
Iteration 336Q: 56 clusters Score -1.774822e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28942 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28461 members 
Mstep: Class 5 contains 25886 members 
Mstep: Class 6 contains 8552 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26493 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16765 members 
Mstep: Class 12 contains 18348 members 
Mstep: Class 13 contains 21852 members 
Mstep: Class 14 contains 23079 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27944 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26408 members 
Mstep: Class 21 contains 27314 members 
Mstep: Class 22 contains 35662 members 
Mstep: Class 23 contains 26984 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 38524 members 
Mstep: Class 26 contains 20406 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17182 members 
Mstep: Class 29 contains 21528 members 
Mstep: Class 30 contains 19202 members 
Mstep: Class 31 contains 30860 members 
Mstep: Class 32 contains 28543 members 
Mstep: Class 33 contains 28822 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29171 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 25034 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17817 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19715 members 
Mstep: Class 43 contains 25620 members 
Mstep: Class 44 contains 19460 members 
Mstep: Class 45 contains 3878 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20413 members 
Mstep: Class 48 contains 19280 members 
Mstep: Class 49 contains 28280 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18448 members 
Mstep: Class 52 contains 18899 members 
Mstep: Class 53 contains 24962 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481584.000000 Penalty: 187370.656250
Iteration 337Q: 56 clusters Score -1.774816e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28975 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28480 members 
Mstep: Class 5 contains 25881 members 
Mstep: Class 6 contains 8573 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26489 members 
Mstep: Class 9 contains 13282 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16744 members 
Mstep: Class 12 contains 18358 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 23066 members 
Mstep: Class 15 contains 17570 members 
Mstep: Class 16 contains 5036 members 
Mstep: Class 17 contains 12786 members 
Mstep: Class 18 contains 27963 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26429 members 
Mstep: Class 21 contains 27306 members 
Mstep: Class 22 contains 35631 members 
Mstep: Class 23 contains 26963 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38482 members 
Mstep: Class 26 contains 20575 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17191 members 
Mstep: Class 29 contains 21499 members 
Mstep: Class 30 contains 19181 members 
Mstep: Class 31 contains 30876 members 
Mstep: Class 32 contains 28549 members 
Mstep: Class 33 contains 28825 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29197 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 25012 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17760 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19715 members 
Mstep: Class 43 contains 25630 members 
Mstep: Class 44 contains 19456 members 
Mstep: Class 45 contains 3876 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20421 members 
Mstep: Class 48 contains 19322 members 
Mstep: Class 49 contains 28254 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18443 members 
Mstep: Class 52 contains 18897 members 
Mstep: Class 53 contains 24975 members 
Mstep: Class 54 contains 18829 members 
Mstep: Class 55 contains 19624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481744.000000 Penalty: 187370.656250
Iteration 338Q: 56 clusters Score -1.774817e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28523 members 
Mstep: Class 5 contains 25876 members 
Mstep: Class 6 contains 8595 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26501 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16718 members 
Mstep: Class 12 contains 18361 members 
Mstep: Class 13 contains 21885 members 
Mstep: Class 14 contains 23056 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27976 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26432 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 35595 members 
Mstep: Class 23 contains 26905 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38464 members 
Mstep: Class 26 contains 20718 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 21483 members 
Mstep: Class 30 contains 19165 members 
Mstep: Class 31 contains 30878 members 
Mstep: Class 32 contains 28553 members 
Mstep: Class 33 contains 28811 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29222 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8013 members 
Mstep: Class 38 contains 25025 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17719 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19720 members 
Mstep: Class 43 contains 25634 members 
Mstep: Class 44 contains 19448 members 
Mstep: Class 45 contains 3874 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20425 members 
Mstep: Class 48 contains 19352 members 
Mstep: Class 49 contains 28242 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18440 members 
Mstep: Class 52 contains 18891 members 
Mstep: Class 53 contains 24983 members 
Mstep: Class 54 contains 18833 members 
Mstep: Class 55 contains 19625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481728.000000 Penalty: 187370.656250
Iteration 339Q: 56 clusters Score -1.774817e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29048 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28548 members 
Mstep: Class 5 contains 25873 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26502 members 
Mstep: Class 9 contains 13142 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16708 members 
Mstep: Class 12 contains 18363 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 23048 members 
Mstep: Class 15 contains 17563 members 
Mstep: Class 16 contains 4958 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 27992 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26432 members 
Mstep: Class 21 contains 27304 members 
Mstep: Class 22 contains 35561 members 
Mstep: Class 23 contains 26888 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38446 members 
Mstep: Class 26 contains 20873 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17176 members 
Mstep: Class 29 contains 21461 members 
Mstep: Class 30 contains 19118 members 
Mstep: Class 31 contains 30882 members 
Mstep: Class 32 contains 28563 members 
Mstep: Class 33 contains 28806 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29239 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8015 members 
Mstep: Class 38 contains 25019 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17643 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19724 members 
Mstep: Class 43 contains 25635 members 
Mstep: Class 44 contains 19447 members 
Mstep: Class 45 contains 3873 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20427 members 
Mstep: Class 48 contains 19400 members 
Mstep: Class 49 contains 28239 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18433 members 
Mstep: Class 52 contains 18887 members 
Mstep: Class 53 contains 24997 members 
Mstep: Class 54 contains 18836 members 
Mstep: Class 55 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481856.000000 Penalty: 187370.656250
Iteration 340F: 56 clusters Score -1.774819e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29066 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28580 members 
Mstep: Class 5 contains 25879 members 
Mstep: Class 6 contains 8669 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26505 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16685 members 
Mstep: Class 12 contains 18355 members 
Mstep: Class 13 contains 21892 members 
Mstep: Class 14 contains 23037 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 16 contains 4908 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 28001 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26442 members 
Mstep: Class 21 contains 27280 members 
Mstep: Class 22 contains 35520 members 
Mstep: Class 23 contains 26856 members 
Mstep: Class 24 contains 2139 members 
Mstep: Class 25 contains 38446 members 
Mstep: Class 26 contains 21042 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 21446 members 
Mstep: Class 30 contains 19095 members 
Mstep: Class 31 contains 30888 members 
Mstep: Class 32 contains 28610 members 
Mstep: Class 33 contains 28798 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29244 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8014 members 
Mstep: Class 38 contains 24998 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17567 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19721 members 
Mstep: Class 43 contains 25626 members 
Mstep: Class 44 contains 19445 members 
Mstep: Class 45 contains 3871 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20436 members 
Mstep: Class 48 contains 19433 members 
Mstep: Class 49 contains 28239 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18433 members 
Mstep: Class 52 contains 18893 members 
Mstep: Class 53 contains 25007 members 
Mstep: Class 54 contains 18843 members 
Mstep: Class 55 contains 19635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481904.000000 Penalty: 187370.656250
Iteration 341Q: 56 clusters Score -1.774819e+08 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29097 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28607 members 
Mstep: Class 5 contains 25868 members 
Mstep: Class 6 contains 8694 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26523 members 
Mstep: Class 9 contains 13028 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16662 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 21901 members 
Mstep: Class 14 contains 23026 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 4871 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 28002 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26455 members 
Mstep: Class 21 contains 27272 members 
Mstep: Class 22 contains 35475 members 
Mstep: Class 23 contains 26826 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38436 members 
Mstep: Class 26 contains 21207 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17171 members 
Mstep: Class 29 contains 21425 members 
Mstep: Class 30 contains 19072 members 
Mstep: Class 31 contains 30888 members 
Mstep: Class 32 contains 28642 members 
Mstep: Class 33 contains 28793 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29262 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8014 members 
Mstep: Class 38 contains 24979 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17485 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19715 members 
Mstep: Class 43 contains 25614 members 
Mstep: Class 44 contains 19443 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20439 members 
Mstep: Class 48 contains 19476 members 
Mstep: Class 49 contains 28224 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18434 members 
Mstep: Class 52 contains 18906 members 
Mstep: Class 53 contains 25020 members 
Mstep: Class 54 contains 18853 members 
Mstep: Class 55 contains 19650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481600.000000 Penalty: 187370.656250
Iteration 342Q: 56 clusters Score -1.774816e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29133 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28638 members 
Mstep: Class 5 contains 25865 members 
Mstep: Class 6 contains 8723 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26527 members 
Mstep: Class 9 contains 12960 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16652 members 
Mstep: Class 12 contains 18331 members 
Mstep: Class 13 contains 21902 members 
Mstep: Class 14 contains 23018 members 
Mstep: Class 15 contains 17548 members 
Mstep: Class 16 contains 4838 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 28007 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26462 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 35446 members 
Mstep: Class 23 contains 26772 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38406 members 
Mstep: Class 26 contains 21377 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17172 members 
Mstep: Class 29 contains 21393 members 
Mstep: Class 30 contains 19031 members 
Mstep: Class 31 contains 30899 members 
Mstep: Class 32 contains 28646 members 
Mstep: Class 33 contains 28794 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29262 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 24968 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17426 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19706 members 
Mstep: Class 43 contains 25607 members 
Mstep: Class 44 contains 19454 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20436 members 
Mstep: Class 48 contains 19547 members 
Mstep: Class 49 contains 28208 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18426 members 
Mstep: Class 52 contains 18921 members 
Mstep: Class 53 contains 25033 members 
Mstep: Class 54 contains 18855 members 
Mstep: Class 55 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177481984.000000 Penalty: 187370.656250
Iteration 343Q: 56 clusters Score -1.77482e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28675 members 
Mstep: Class 5 contains 25869 members 
Mstep: Class 6 contains 8748 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26537 members 
Mstep: Class 9 contains 12893 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16625 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 21930 members 
Mstep: Class 14 contains 23007 members 
Mstep: Class 15 contains 17548 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 28015 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26460 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 35418 members 
Mstep: Class 23 contains 26715 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38374 members 
Mstep: Class 26 contains 21555 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 21378 members 
Mstep: Class 30 contains 18960 members 
Mstep: Class 31 contains 30922 members 
Mstep: Class 32 contains 28662 members 
Mstep: Class 33 contains 28806 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29269 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 24971 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17332 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19704 members 
Mstep: Class 43 contains 25594 members 
Mstep: Class 44 contains 19457 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20428 members 
Mstep: Class 48 contains 19607 members 
Mstep: Class 49 contains 28198 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18408 members 
Mstep: Class 52 contains 18923 members 
Mstep: Class 53 contains 25048 members 
Mstep: Class 54 contains 18852 members 
Mstep: Class 55 contains 19683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482336.000000 Penalty: 187370.656250
Iteration 344Q: 56 clusters Score -1.774823e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29164 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28695 members 
Mstep: Class 5 contains 25887 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26540 members 
Mstep: Class 9 contains 12840 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16586 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 22992 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 4745 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 28004 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26457 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 35403 members 
Mstep: Class 23 contains 26689 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38348 members 
Mstep: Class 26 contains 21745 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17187 members 
Mstep: Class 29 contains 21373 members 
Mstep: Class 30 contains 18916 members 
Mstep: Class 31 contains 30926 members 
Mstep: Class 32 contains 28708 members 
Mstep: Class 33 contains 28800 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29267 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 24976 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17250 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19693 members 
Mstep: Class 43 contains 25589 members 
Mstep: Class 44 contains 19467 members 
Mstep: Class 45 contains 3867 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20434 members 
Mstep: Class 48 contains 19643 members 
Mstep: Class 49 contains 28184 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18368 members 
Mstep: Class 52 contains 18920 members 
Mstep: Class 53 contains 25065 members 
Mstep: Class 54 contains 18850 members 
Mstep: Class 55 contains 19718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482416.000000 Penalty: 187370.656250
Iteration 345Q: 56 clusters Score -1.774824e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28692 members 
Mstep: Class 5 contains 25901 members 
Mstep: Class 6 contains 8806 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26547 members 
Mstep: Class 9 contains 12768 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16562 members 
Mstep: Class 12 contains 18344 members 
Mstep: Class 13 contains 21963 members 
Mstep: Class 14 contains 22987 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 4703 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 27998 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26478 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 35388 members 
Mstep: Class 23 contains 26647 members 
Mstep: Class 24 contains 2140 members 
Mstep: Class 25 contains 38334 members 
Mstep: Class 26 contains 21920 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17188 members 
Mstep: Class 29 contains 21362 members 
Mstep: Class 30 contains 18860 members 
Mstep: Class 31 contains 30935 members 
Mstep: Class 32 contains 28743 members 
Mstep: Class 33 contains 28815 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29269 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 24976 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17141 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19672 members 
Mstep: Class 43 contains 25565 members 
Mstep: Class 44 contains 19479 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20441 members 
Mstep: Class 48 contains 19701 members 
Mstep: Class 49 contains 28169 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18356 members 
Mstep: Class 52 contains 18922 members 
Mstep: Class 53 contains 25075 members 
Mstep: Class 54 contains 18851 members 
Mstep: Class 55 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482464.000000 Penalty: 187370.656250
Iteration 346Q: 56 clusters Score -1.774825e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29178 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28705 members 
Mstep: Class 5 contains 25905 members 
Mstep: Class 6 contains 8833 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26549 members 
Mstep: Class 9 contains 12710 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16537 members 
Mstep: Class 12 contains 18345 members 
Mstep: Class 13 contains 21956 members 
Mstep: Class 14 contains 22975 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 4652 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27991 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 27345 members 
Mstep: Class 22 contains 35363 members 
Mstep: Class 23 contains 26564 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38319 members 
Mstep: Class 26 contains 22110 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17193 members 
Mstep: Class 29 contains 21353 members 
Mstep: Class 30 contains 18801 members 
Mstep: Class 31 contains 30941 members 
Mstep: Class 32 contains 28787 members 
Mstep: Class 33 contains 28841 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29270 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 24992 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17050 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19658 members 
Mstep: Class 43 contains 25541 members 
Mstep: Class 44 contains 19492 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20434 members 
Mstep: Class 48 contains 19769 members 
Mstep: Class 49 contains 28197 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18353 members 
Mstep: Class 52 contains 18922 members 
Mstep: Class 53 contains 25073 members 
Mstep: Class 54 contains 18848 members 
Mstep: Class 55 contains 19756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482992.000000 Penalty: 187370.656250
Iteration 347Q: 56 clusters Score -1.77483e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29180 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28727 members 
Mstep: Class 5 contains 25914 members 
Mstep: Class 6 contains 8865 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26550 members 
Mstep: Class 9 contains 12645 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16503 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 21958 members 
Mstep: Class 14 contains 22952 members 
Mstep: Class 15 contains 17533 members 
Mstep: Class 16 contains 4615 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 27988 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 27356 members 
Mstep: Class 22 contains 35320 members 
Mstep: Class 23 contains 26502 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38297 members 
Mstep: Class 26 contains 22283 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 21353 members 
Mstep: Class 30 contains 18753 members 
Mstep: Class 31 contains 30954 members 
Mstep: Class 32 contains 28822 members 
Mstep: Class 33 contains 28862 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29282 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 25013 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16993 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19646 members 
Mstep: Class 43 contains 25519 members 
Mstep: Class 44 contains 19503 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20430 members 
Mstep: Class 48 contains 19819 members 
Mstep: Class 49 contains 28194 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18359 members 
Mstep: Class 52 contains 18919 members 
Mstep: Class 53 contains 25069 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483040.000000 Penalty: 187370.656250
Iteration 348Q: 56 clusters Score -1.77483e+08 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29195 members 
Mstep: Class 3 contains 1246 members 
Mstep: Class 4 contains 28753 members 
Mstep: Class 5 contains 25933 members 
Mstep: Class 6 contains 8880 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26541 members 
Mstep: Class 9 contains 12573 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16464 members 
Mstep: Class 12 contains 18340 members 
Mstep: Class 13 contains 21964 members 
Mstep: Class 14 contains 22943 members 
Mstep: Class 15 contains 17532 members 
Mstep: Class 16 contains 4591 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 27978 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 27388 members 
Mstep: Class 22 contains 35277 members 
Mstep: Class 23 contains 26443 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38290 members 
Mstep: Class 26 contains 22454 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17213 members 
Mstep: Class 29 contains 21353 members 
Mstep: Class 30 contains 18730 members 
Mstep: Class 31 contains 30943 members 
Mstep: Class 32 contains 28842 members 
Mstep: Class 33 contains 28883 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29281 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 25045 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16930 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19632 members 
Mstep: Class 43 contains 25512 members 
Mstep: Class 44 contains 19516 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20433 members 
Mstep: Class 48 contains 19848 members 
Mstep: Class 49 contains 28176 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18355 members 
Mstep: Class 52 contains 18910 members 
Mstep: Class 53 contains 25071 members 
Mstep: Class 54 contains 18843 members 
Mstep: Class 55 contains 19769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483216.000000 Penalty: 187370.656250
Iteration 349Q: 56 clusters Score -1.774832e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29205 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28786 members 
Mstep: Class 5 contains 25953 members 
Mstep: Class 6 contains 8909 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26536 members 
Mstep: Class 9 contains 12506 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 18341 members 
Mstep: Class 13 contains 21984 members 
Mstep: Class 14 contains 22929 members 
Mstep: Class 15 contains 17533 members 
Mstep: Class 16 contains 4564 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 27962 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 27379 members 
Mstep: Class 22 contains 35244 members 
Mstep: Class 23 contains 26394 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38279 members 
Mstep: Class 26 contains 22616 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17218 members 
Mstep: Class 29 contains 21338 members 
Mstep: Class 30 contains 18706 members 
Mstep: Class 31 contains 30937 members 
Mstep: Class 32 contains 28871 members 
Mstep: Class 33 contains 28886 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29290 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8011 members 
Mstep: Class 38 contains 25086 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16856 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19607 members 
Mstep: Class 43 contains 25505 members 
Mstep: Class 44 contains 19531 members 
Mstep: Class 45 contains 3867 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20433 members 
Mstep: Class 48 contains 19880 members 
Mstep: Class 49 contains 28166 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18337 members 
Mstep: Class 52 contains 18910 members 
Mstep: Class 53 contains 25068 members 
Mstep: Class 54 contains 18841 members 
Mstep: Class 55 contains 19789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483216.000000 Penalty: 187370.656250
Iteration 350Q: 56 clusters Score -1.774832e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29199 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28804 members 
Mstep: Class 5 contains 25964 members 
Mstep: Class 6 contains 8933 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26524 members 
Mstep: Class 9 contains 12441 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16403 members 
Mstep: Class 12 contains 18341 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 17543 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 27948 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 27374 members 
Mstep: Class 22 contains 35233 members 
Mstep: Class 23 contains 26378 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38269 members 
Mstep: Class 26 contains 22760 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17228 members 
Mstep: Class 29 contains 21316 members 
Mstep: Class 30 contains 18692 members 
Mstep: Class 31 contains 30932 members 
Mstep: Class 32 contains 28883 members 
Mstep: Class 33 contains 28899 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29306 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8012 members 
Mstep: Class 38 contains 25117 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16792 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19601 members 
Mstep: Class 43 contains 25487 members 
Mstep: Class 44 contains 19531 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20419 members 
Mstep: Class 48 contains 19931 members 
Mstep: Class 49 contains 28156 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18327 members 
Mstep: Class 52 contains 18916 members 
Mstep: Class 53 contains 25073 members 
Mstep: Class 54 contains 18850 members 
Mstep: Class 55 contains 19816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483136.000000 Penalty: 187370.656250
Iteration 351Q: 56 clusters Score -1.774831e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29189 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28810 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 8945 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26514 members 
Mstep: Class 9 contains 12359 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 12 contains 18338 members 
Mstep: Class 13 contains 21984 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 4493 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27947 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26528 members 
Mstep: Class 21 contains 27378 members 
Mstep: Class 22 contains 35227 members 
Mstep: Class 23 contains 26380 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38253 members 
Mstep: Class 26 contains 22941 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17235 members 
Mstep: Class 29 contains 21287 members 
Mstep: Class 30 contains 18694 members 
Mstep: Class 31 contains 30928 members 
Mstep: Class 32 contains 28892 members 
Mstep: Class 33 contains 28920 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29310 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 25150 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16758 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19600 members 
Mstep: Class 43 contains 25471 members 
Mstep: Class 44 contains 19526 members 
Mstep: Class 45 contains 3869 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20410 members 
Mstep: Class 48 contains 19964 members 
Mstep: Class 49 contains 28112 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18316 members 
Mstep: Class 52 contains 18921 members 
Mstep: Class 53 contains 25081 members 
Mstep: Class 54 contains 18857 members 
Mstep: Class 55 contains 19834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483184.000000 Penalty: 187370.656250
Iteration 352Q: 56 clusters Score -1.774832e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29179 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28834 members 
Mstep: Class 5 contains 25964 members 
Mstep: Class 6 contains 8961 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26513 members 
Mstep: Class 9 contains 12290 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16346 members 
Mstep: Class 12 contains 18326 members 
Mstep: Class 13 contains 21986 members 
Mstep: Class 14 contains 22885 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 16 contains 4446 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27937 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26532 members 
Mstep: Class 21 contains 27387 members 
Mstep: Class 22 contains 35230 members 
Mstep: Class 23 contains 26367 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38243 members 
Mstep: Class 26 contains 23121 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17240 members 
Mstep: Class 29 contains 21250 members 
Mstep: Class 30 contains 18700 members 
Mstep: Class 31 contains 30908 members 
Mstep: Class 32 contains 28882 members 
Mstep: Class 33 contains 28941 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29317 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8009 members 
Mstep: Class 38 contains 25173 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16731 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19597 members 
Mstep: Class 43 contains 25462 members 
Mstep: Class 44 contains 19524 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20397 members 
Mstep: Class 48 contains 20015 members 
Mstep: Class 49 contains 28081 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18319 members 
Mstep: Class 52 contains 18935 members 
Mstep: Class 53 contains 25073 members 
Mstep: Class 54 contains 18857 members 
Mstep: Class 55 contains 19841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483424.000000 Penalty: 187370.656250
Iteration 353Q: 56 clusters Score -1.774834e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28846 members 
Mstep: Class 5 contains 25964 members 
Mstep: Class 6 contains 8971 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26521 members 
Mstep: Class 9 contains 12207 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16329 members 
Mstep: Class 12 contains 18323 members 
Mstep: Class 13 contains 21976 members 
Mstep: Class 14 contains 22868 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 17 contains 12786 members 
Mstep: Class 18 contains 27923 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 27403 members 
Mstep: Class 22 contains 35207 members 
Mstep: Class 23 contains 26367 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38217 members 
Mstep: Class 26 contains 23309 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17247 members 
Mstep: Class 29 contains 21219 members 
Mstep: Class 30 contains 18706 members 
Mstep: Class 31 contains 30900 members 
Mstep: Class 32 contains 28859 members 
Mstep: Class 33 contains 28959 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29329 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 25198 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16731 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19594 members 
Mstep: Class 43 contains 25451 members 
Mstep: Class 44 contains 19529 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20403 members 
Mstep: Class 48 contains 20047 members 
Mstep: Class 49 contains 28055 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18939 members 
Mstep: Class 53 contains 25084 members 
Mstep: Class 54 contains 18850 members 
Mstep: Class 55 contains 19839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483552.000000 Penalty: 187370.656250
Iteration 354Q: 56 clusters Score -1.774836e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28849 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 8973 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26525 members 
Mstep: Class 9 contains 12147 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16301 members 
Mstep: Class 12 contains 18315 members 
Mstep: Class 13 contains 21966 members 
Mstep: Class 14 contains 22855 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 27902 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 27433 members 
Mstep: Class 22 contains 35189 members 
Mstep: Class 23 contains 26382 members 
Mstep: Class 24 contains 2143 members 
Mstep: Class 25 contains 38198 members 
Mstep: Class 26 contains 23525 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17246 members 
Mstep: Class 29 contains 21177 members 
Mstep: Class 30 contains 18721 members 
Mstep: Class 31 contains 30888 members 
Mstep: Class 32 contains 28837 members 
Mstep: Class 33 contains 28972 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29333 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 25230 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16716 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19594 members 
Mstep: Class 43 contains 25435 members 
Mstep: Class 44 contains 19538 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20407 members 
Mstep: Class 48 contains 20078 members 
Mstep: Class 49 contains 28001 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18309 members 
Mstep: Class 52 contains 18939 members 
Mstep: Class 53 contains 25095 members 
Mstep: Class 54 contains 18845 members 
Mstep: Class 55 contains 19840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483200.000000 Penalty: 187370.656250
Iteration 355Q: 56 clusters Score -1.774832e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28853 members 
Mstep: Class 5 contains 25970 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26524 members 
Mstep: Class 9 contains 12083 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16272 members 
Mstep: Class 12 contains 18307 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 22839 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 27443 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 26394 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 38189 members 
Mstep: Class 26 contains 23725 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17242 members 
Mstep: Class 29 contains 21144 members 
Mstep: Class 30 contains 18740 members 
Mstep: Class 31 contains 30863 members 
Mstep: Class 32 contains 28826 members 
Mstep: Class 33 contains 28992 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29342 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 25247 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16696 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19596 members 
Mstep: Class 43 contains 25422 members 
Mstep: Class 44 contains 19537 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20401 members 
Mstep: Class 48 contains 20086 members 
Mstep: Class 49 contains 27962 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18949 members 
Mstep: Class 53 contains 25102 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 19846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483520.000000 Penalty: 187370.656250
Iteration 356Q: 56 clusters Score -1.774835e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29131 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28863 members 
Mstep: Class 5 contains 25980 members 
Mstep: Class 6 contains 8986 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26524 members 
Mstep: Class 9 contains 12009 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 18296 members 
Mstep: Class 13 contains 21969 members 
Mstep: Class 14 contains 22825 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 16 contains 4319 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 27885 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 27444 members 
Mstep: Class 22 contains 35156 members 
Mstep: Class 23 contains 26413 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 38174 members 
Mstep: Class 26 contains 23934 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17240 members 
Mstep: Class 29 contains 21117 members 
Mstep: Class 30 contains 18749 members 
Mstep: Class 31 contains 30852 members 
Mstep: Class 32 contains 28810 members 
Mstep: Class 33 contains 29000 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29356 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 25267 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16686 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19595 members 
Mstep: Class 43 contains 25410 members 
Mstep: Class 44 contains 19534 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20392 members 
Mstep: Class 48 contains 20094 members 
Mstep: Class 49 contains 27918 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18313 members 
Mstep: Class 52 contains 18948 members 
Mstep: Class 53 contains 25108 members 
Mstep: Class 54 contains 18842 members 
Mstep: Class 55 contains 19848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483632.000000 Penalty: 187370.656250
Iteration 357Q: 56 clusters Score -1.774836e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29130 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28858 members 
Mstep: Class 5 contains 25977 members 
Mstep: Class 6 contains 9000 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26532 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16216 members 
Mstep: Class 12 contains 18282 members 
Mstep: Class 13 contains 21970 members 
Mstep: Class 14 contains 22803 members 
Mstep: Class 15 contains 17552 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 27872 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27447 members 
Mstep: Class 22 contains 35142 members 
Mstep: Class 23 contains 26416 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 38154 members 
Mstep: Class 26 contains 24146 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17233 members 
Mstep: Class 29 contains 21100 members 
Mstep: Class 30 contains 18756 members 
Mstep: Class 31 contains 30853 members 
Mstep: Class 32 contains 28813 members 
Mstep: Class 33 contains 29012 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29374 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 25278 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16685 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19604 members 
Mstep: Class 43 contains 25392 members 
Mstep: Class 44 contains 19534 members 
Mstep: Class 45 contains 3866 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20379 members 
Mstep: Class 48 contains 20098 members 
Mstep: Class 49 contains 27867 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18311 members 
Mstep: Class 52 contains 18948 members 
Mstep: Class 53 contains 25125 members 
Mstep: Class 54 contains 18836 members 
Mstep: Class 55 contains 19857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484000.000000 Penalty: 187370.656250
Iteration 358Q: 56 clusters Score -1.77484e+08 nChanged 1236
Entering ConstructFrom: 
Score: -177484000.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -151735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -149957.984375 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -149958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150202.125000 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -150202.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150273.546875 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -150273.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150293.953125 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -150294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150308.109375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -150308.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150317.359375 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -150317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150322.015625 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -150322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150326.218750 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -150326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150331.140625 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -150331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150337.562500 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -150337.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150349.562500 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -150349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150354.406250 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -150354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -150356.046875 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -150356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150360.140625 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -150360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -150362.968750 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -150363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -150365.515625 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -150365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150367.562500 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -150367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150367.562500 Penalty: 3327.209717
	Iteration 17F: 3 clusters Score -150367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Entering Unmasked Estep 
Score: -5570948.500000 Penalty: 2549.279297
	Iteration 0F: 2 clusters Score -5570948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -5551219.000000 Penalty: 5098.558594
	Iteration 0F: 3 clusters Score -5551219 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -5558371.500000 Penalty: 5098.558594
	Iteration 1F: 3 clusters Score -5558372 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5558783.000000 Penalty: 5098.558594
	Iteration 2Q: 3 clusters Score -5558783 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5559134.500000 Penalty: 5098.558594
	Iteration 3Q: 3 clusters Score -5559134 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -5559385.000000 Penalty: 5098.558594
	Iteration 4Q: 3 clusters Score -5559385 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5559696.000000 Penalty: 5098.558594
	Iteration 5Q: 3 clusters Score -5559696 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -5559968.000000 Penalty: 5098.558594
	Iteration 6Q: 3 clusters Score -5559968 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5560404.000000 Penalty: 5098.558594
	Iteration 7Q: 3 clusters Score -5560404 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -5561035.500000 Penalty: 5098.558594
	Iteration 8Q: 3 clusters Score -5561036 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -5561987.500000 Penalty: 5098.558594
	Iteration 9F: 3 clusters Score -5561988 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5563410.500000 Penalty: 5098.558594
	Iteration 10F: 3 clusters Score -5563410 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -5565130.500000 Penalty: 5098.558594
	Iteration 11F: 3 clusters Score -5565130 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5566573.500000 Penalty: 5098.558594
	Iteration 12F: 3 clusters Score -5566574 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -5567612.000000 Penalty: 5098.558594
	Iteration 13Q: 3 clusters Score -5567612 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5568149.000000 Penalty: 5098.558594
	Iteration 14Q: 3 clusters Score -5568149 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5568388.000000 Penalty: 5098.558594
	Iteration 15Q: 3 clusters Score -5568388 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -5568532.000000 Penalty: 5098.558594
	Iteration 16Q: 3 clusters Score -5568532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5568612.500000 Penalty: 5098.558594
	Iteration 17Q: 3 clusters Score -5568612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5568663.000000 Penalty: 5098.558594
	Iteration 18Q: 3 clusters Score -5568663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -5568687.500000 Penalty: 5098.558594
	Iteration 19Q: 3 clusters Score -5568688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -5568698.000000 Penalty: 5098.558594
	Iteration 20F: 3 clusters Score -5568698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5568722.500000 Penalty: 5098.558594
	Iteration 21Q: 3 clusters Score -5568722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5568722.500000 Penalty: 5098.558594
	Iteration 22Q: 3 clusters Score -5568722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -5568730.000000 Penalty: 5098.558594
	Iteration 23Q: 3 clusters Score -5568730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5568735.500000 Penalty: 5098.558594
	Iteration 24Q: 3 clusters Score -5568736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5568741.000000 Penalty: 5098.558594
	Iteration 25Q: 3 clusters Score -5568741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -5568746.500000 Penalty: 5098.558594
	Iteration 26Q: 3 clusters Score -5568746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5568754.000000 Penalty: 5098.558594
	Iteration 27Q: 3 clusters Score -5568754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5568762.500000 Penalty: 5098.558594
	Iteration 28Q: 3 clusters Score -5568762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5568768.000000 Penalty: 5098.558594
	Iteration 29Q: 3 clusters Score -5568768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5568770.500000 Penalty: 5098.558594
	Iteration 30Q: 3 clusters Score -5568770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -5568775.500000 Penalty: 5098.558594
	Iteration 31Q: 3 clusters Score -5568776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5568773.500000 Penalty: 5098.558594
	Iteration 32Q: 3 clusters Score -5568774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5568773.000000 Penalty: 5098.558594
	Iteration 33Q: 3 clusters Score -5568773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5568771.500000 Penalty: 5098.558594
	Iteration 34Q: 3 clusters Score -5568772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -5568771.500000 Penalty: 5098.558594
	Iteration 35F: 3 clusters Score -5568772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -224669.937500 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -224669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -222568.359375 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -222568.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -222967.968750 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -222968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223139.625000 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -223139.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -223251.281250 Penalty: 3534.937744
	Iteration 3F: 3 clusters Score -223251.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -223339.687500 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -223339.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -223399.312500 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -223399.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -223441.812500 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -223441.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -223477.984375 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -223478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -223494.218750 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -223494.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -223527.343750 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -223527.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -223552.921875 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -223552.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223582.234375 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -223582.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -223612.984375 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -223613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -223632.234375 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -223632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223644.531250 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -223644.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -223655.015625 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -223655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -223662.031250 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -223662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223664.343750 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -223664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223664.921875 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -223664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223665.765625 Penalty: 3534.937744
	Iteration 19Q: 3 clusters Score -223665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223667.906250 Penalty: 3534.937744
	Iteration 20F: 3 clusters Score -223667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223669.515625 Penalty: 3534.937744
	Iteration 21Q: 3 clusters Score -223669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -223670.812500 Penalty: 3534.937744
	Iteration 22Q: 3 clusters Score -223670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223672.406250 Penalty: 3534.937744
	Iteration 23Q: 3 clusters Score -223672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223673.546875 Penalty: 3534.937744
	Iteration 24Q: 3 clusters Score -223673.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223673.546875 Penalty: 3534.937744
	Iteration 25F: 3 clusters Score -223673.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Entering Unmasked Estep 
Score: -5366865.000000 Penalty: 2546.935303
	Iteration 0F: 2 clusters Score -5366865 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 14443 members 
Entering Unmasked Estep 
Score: -5347412.000000 Penalty: 5093.870605
	Iteration 0F: 3 clusters Score -5347412 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5354423.500000 Penalty: 5093.870605
	Iteration 1F: 3 clusters Score -5354424 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5354872.000000 Penalty: 5093.870605
	Iteration 2Q: 3 clusters Score -5354872 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5355255.000000 Penalty: 5093.870605
	Iteration 3Q: 3 clusters Score -5355255 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5355698.000000 Penalty: 5093.870605
	Iteration 4Q: 3 clusters Score -5355698 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -5356153.500000 Penalty: 5093.870605
	Iteration 5Q: 3 clusters Score -5356154 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5356712.500000 Penalty: 5093.870605
	Iteration 6Q: 3 clusters Score -5356712 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5357347.500000 Penalty: 5093.870605
	Iteration 7Q: 3 clusters Score -5357348 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5358180.000000 Penalty: 5093.870605
	Iteration 8Q: 3 clusters Score -5358180 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5359231.500000 Penalty: 5093.870605
	Iteration 9F: 3 clusters Score -5359232 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -5360337.000000 Penalty: 5093.870605
	Iteration 10F: 3 clusters Score -5360337 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -5361205.500000 Penalty: 5093.870605
	Iteration 11Q: 3 clusters Score -5361206 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5361645.000000 Penalty: 5093.870605
	Iteration 12Q: 3 clusters Score -5361645 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -5361835.000000 Penalty: 5093.870605
	Iteration 13Q: 3 clusters Score -5361835 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5361952.000000 Penalty: 5093.870605
	Iteration 14Q: 3 clusters Score -5361952 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -5362022.500000 Penalty: 5093.870605
	Iteration 15Q: 3 clusters Score -5362022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -5362133.000000 Penalty: 5093.870605
	Iteration 16Q: 3 clusters Score -5362133 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5362190.000000 Penalty: 5093.870605
	Iteration 17Q: 3 clusters Score -5362190 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5362235.500000 Penalty: 5093.870605
	Iteration 18Q: 3 clusters Score -5362236 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5362274.000000 Penalty: 5093.870605
	Iteration 19Q: 3 clusters Score -5362274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -5362322.500000 Penalty: 5093.870605
	Iteration 20F: 3 clusters Score -5362322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5362334.500000 Penalty: 5093.870605
	Iteration 21Q: 3 clusters Score -5362334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5362360.500000 Penalty: 5093.870605
	Iteration 22Q: 3 clusters Score -5362360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5362418.000000 Penalty: 5093.870605
	Iteration 23Q: 3 clusters Score -5362418 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -5362461.000000 Penalty: 5093.870605
	Iteration 24Q: 3 clusters Score -5362461 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -5362477.500000 Penalty: 5093.870605
	Iteration 25Q: 3 clusters Score -5362478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -5362511.000000 Penalty: 5093.870605
	Iteration 26Q: 3 clusters Score -5362511 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -5362542.000000 Penalty: 5093.870605
	Iteration 27Q: 3 clusters Score -5362542 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5362556.500000 Penalty: 5093.870605
	Iteration 28Q: 3 clusters Score -5362556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -5362561.000000 Penalty: 5093.870605
	Iteration 29Q: 3 clusters Score -5362561 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5362553.000000 Penalty: 5093.870605
	Iteration 30Q: 3 clusters Score -5362553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5362562.500000 Penalty: 5093.870605
	Iteration 31Q: 3 clusters Score -5362562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5362575.000000 Penalty: 5093.870605
	Iteration 32Q: 3 clusters Score -5362575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5362587.000000 Penalty: 5093.870605
	Iteration 33Q: 3 clusters Score -5362587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -5362597.500000 Penalty: 5093.870605
	Iteration 34Q: 3 clusters Score -5362598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5362602.500000 Penalty: 5093.870605
	Iteration 35Q: 3 clusters Score -5362602 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5362592.500000 Penalty: 5093.870605
	Iteration 36Q: 3 clusters Score -5362592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -5362604.500000 Penalty: 5093.870605
	Iteration 37Q: 3 clusters Score -5362604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5362608.000000 Penalty: 5093.870605
	Iteration 38Q: 3 clusters Score -5362608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -5362634.000000 Penalty: 5093.870605
	Iteration 39Q: 3 clusters Score -5362634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -5362629.500000 Penalty: 5093.870605
	Iteration 40F: 3 clusters Score -5362630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5362642.000000 Penalty: 5093.870605
	Iteration 41Q: 3 clusters Score -5362642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -5362653.000000 Penalty: 5093.870605
	Iteration 42Q: 3 clusters Score -5362653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5362662.500000 Penalty: 5093.870605
	Iteration 43Q: 3 clusters Score -5362662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -5362653.500000 Penalty: 5093.870605
	Iteration 44Q: 3 clusters Score -5362654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -5362658.500000 Penalty: 5093.870605
	Iteration 45Q: 3 clusters Score -5362658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -5362673.000000 Penalty: 5093.870605
	Iteration 46Q: 3 clusters Score -5362673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5362671.000000 Penalty: 5093.870605
	Iteration 47Q: 3 clusters Score -5362671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -5362680.000000 Penalty: 5093.870605
	Iteration 48Q: 3 clusters Score -5362680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -5362695.500000 Penalty: 5093.870605
	Iteration 49Q: 3 clusters Score -5362696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5362691.000000 Penalty: 5093.870605
	Iteration 50Q: 3 clusters Score -5362691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5362695.500000 Penalty: 5093.870605
	Iteration 51Q: 3 clusters Score -5362696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5362696.500000 Penalty: 5093.870605
	Iteration 52Q: 3 clusters Score -5362696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5362703.000000 Penalty: 5093.870605
	Iteration 53Q: 3 clusters Score -5362703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -5362713.000000 Penalty: 5093.870605
	Iteration 54Q: 3 clusters Score -5362713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5362713.500000 Penalty: 5093.870605
	Iteration 55Q: 3 clusters Score -5362714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5362711.000000 Penalty: 5093.870605
	Iteration 56Q: 3 clusters Score -5362711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -5362710.500000 Penalty: 5093.870605
	Iteration 57Q: 3 clusters Score -5362710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5362717.500000 Penalty: 5093.870605
	Iteration 58Q: 3 clusters Score -5362718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5362714.000000 Penalty: 5093.870605
	Iteration 59Q: 3 clusters Score -5362714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5362720.500000 Penalty: 5093.870605
	Iteration 60F: 3 clusters Score -5362720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -5362711.500000 Penalty: 5093.870605
	Iteration 61Q: 3 clusters Score -5362712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5362713.500000 Penalty: 5093.870605
	Iteration 62Q: 3 clusters Score -5362714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -5362720.000000 Penalty: 5093.870605
	Iteration 63Q: 3 clusters Score -5362720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5362728.500000 Penalty: 5093.870605
	Iteration 64Q: 3 clusters Score -5362728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5362731.000000 Penalty: 5093.870605
	Iteration 65Q: 3 clusters Score -5362731 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -5362738.500000 Penalty: 5093.870605
	Iteration 66Q: 3 clusters Score -5362738 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5362766.000000 Penalty: 5093.870605
	Iteration 67Q: 3 clusters Score -5362766 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5362768 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5362792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -5362793.500000 Penalty: 5093.870605
	Iteration 70Q: 3 clusters Score -5362794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -5362794.000000 Penalty: 5093.870605
	Iteration 71Q: 3 clusters Score -5362794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -5362811.000000 Penalty: 5093.870605
	Iteration 72Q: 3 clusters Score -5362811 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5362831.000000 Penalty: 5093.870605
	Iteration 73Q: 3 clusters Score -5362831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5362852.000000 Penalty: 5093.870605
	Iteration 74Q: 3 clusters Score -5362852 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5362894.500000 Penalty: 5093.870605
	Iteration 75Q: 3 clusters Score -5362894 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5362918.500000 Penalty: 5093.870605
	Iteration 76Q: 3 clusters Score -5362918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5362944.500000 Penalty: 5093.870605
	Iteration 77Q: 3 clusters Score -5362944 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -5362970.500000 Penalty: 5093.870605
	Iteration 78Q: 3 clusters Score -5362970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5363007.000000 Penalty: 5093.870605
	Iteration 79Q: 3 clusters Score -5363007 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -5363061.000000 Penalty: 5093.870605
	Iteration 80F: 3 clusters Score -5363061 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -5363089.000000 Penalty: 5093.870605
	Iteration 81Q: 3 clusters Score -5363089 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -5363117.500000 Penalty: 5093.870605
	Iteration 82Q: 3 clusters Score -5363118 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5363186.500000 Penalty: 5093.870605
	Iteration 83Q: 3 clusters Score -5363186 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -5363221.500000 Penalty: 5093.870605
	Iteration 84Q: 3 clusters Score -5363222 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5363276.000000 Penalty: 5093.870605
	Iteration 85Q: 3 clusters Score -5363276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -5363328.500000 Penalty: 5093.870605
	Iteration 86Q: 3 clusters Score -5363328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5363345.500000 Penalty: 5093.870605
	Iteration 87Q: 3 clusters Score -5363346 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5363369.000000 Penalty: 5093.870605
	Iteration 88Q: 3 clusters Score -5363369 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5363403.000000 Penalty: 5093.870605
	Iteration 89Q: 3 clusters Score -5363403 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -5363456.500000 Penalty: 5093.870605
	Iteration 90Q: 3 clusters Score -5363456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5363513.000000 Penalty: 5093.870605
	Iteration 91Q: 3 clusters Score -5363513 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5363540.000000 Penalty: 5093.870605
	Iteration 92Q: 3 clusters Score -5363540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5363571.000000 Penalty: 5093.870605
	Iteration 93Q: 3 clusters Score -5363571 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5363593.000000 Penalty: 5093.870605
	Iteration 94Q: 3 clusters Score -5363593 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -5363609.500000 Penalty: 5093.870605
	Iteration 95Q: 3 clusters Score -5363610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -5363652.000000 Penalty: 5093.870605
	Iteration 96Q: 3 clusters Score -5363652 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -5363708.000000 Penalty: 5093.870605
	Iteration 97Q: 3 clusters Score -5363708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -5363742.500000 Penalty: 5093.870605
	Iteration 98Q: 3 clusters Score -5363742 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5363807.000000 Penalty: 5093.870605
	Iteration 99Q: 3 clusters Score -5363807 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5363836.000000 Penalty: 5093.870605
	Iteration 100F: 3 clusters Score -5363836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5363900.000000 Penalty: 5093.870605
	Iteration 101Q: 3 clusters Score -5363900 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5363906.500000 Penalty: 5093.870605
	Iteration 102Q: 3 clusters Score -5363906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5363972.500000 Penalty: 5093.870605
	Iteration 103Q: 3 clusters Score -5363972 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5364004.000000 Penalty: 5093.870605
	Iteration 104Q: 3 clusters Score -5364004 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5364060.000000 Penalty: 5093.870605
	Iteration 105Q: 3 clusters Score -5364060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5364097.000000 Penalty: 5093.870605
	Iteration 106Q: 3 clusters Score -5364097 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5364168.500000 Penalty: 5093.870605
	Iteration 107Q: 3 clusters Score -5364168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5364216.000000 Penalty: 5093.870605
	Iteration 108Q: 3 clusters Score -5364216 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5364264.000000 Penalty: 5093.870605
	Iteration 109Q: 3 clusters Score -5364264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -5364327.500000 Penalty: 5093.870605
	Iteration 110Q: 3 clusters Score -5364328 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -5364342.000000 Penalty: 5093.870605
	Iteration 111Q: 3 clusters Score -5364342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5364412.500000 Penalty: 5093.870605
	Iteration 112Q: 3 clusters Score -5364412 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -5364460.500000 Penalty: 5093.870605
	Iteration 113Q: 3 clusters Score -5364460 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5364480.000000 Penalty: 5093.870605
	Iteration 114Q: 3 clusters Score -5364480 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5364522.500000 Penalty: 5093.870605
	Iteration 115Q: 3 clusters Score -5364522 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5364569.000000 Penalty: 5093.870605
	Iteration 116Q: 3 clusters Score -5364569 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5364591.000000 Penalty: 5093.870605
	Iteration 117Q: 3 clusters Score -5364591 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -5364611.500000 Penalty: 5093.870605
	Iteration 118Q: 3 clusters Score -5364612 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5364627.500000 Penalty: 5093.870605
	Iteration 119Q: 3 clusters Score -5364628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5364662.000000 Penalty: 5093.870605
	Iteration 120F: 3 clusters Score -5364662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5364688.500000 Penalty: 5093.870605
	Iteration 121Q: 3 clusters Score -5364688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5364713.500000 Penalty: 5093.870605
	Iteration 122Q: 3 clusters Score -5364714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5364728.000000 Penalty: 5093.870605
	Iteration 123Q: 3 clusters Score -5364728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -5364737.500000 Penalty: 5093.870605
	Iteration 124Q: 3 clusters Score -5364738 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5364750.000000 Penalty: 5093.870605
	Iteration 125Q: 3 clusters Score -5364750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5364770.500000 Penalty: 5093.870605
	Iteration 126Q: 3 clusters Score -5364770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5364771.000000 Penalty: 5093.870605
	Iteration 127Q: 3 clusters Score -5364771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5364780.500000 Penalty: 5093.870605
	Iteration 128Q: 3 clusters Score -5364780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -5364782.500000 Penalty: 5093.870605
	Iteration 129Q: 3 clusters Score -5364782 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -5364783.000000 Penalty: 5093.870605
	Iteration 130Q: 3 clusters Score -5364783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5364780.000000 Penalty: 5093.870605
	Iteration 131Q: 3 clusters Score -5364780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -5364782.500000 Penalty: 5093.870605
	Iteration 132Q: 3 clusters Score -5364782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5364781.000000 Penalty: 5093.870605
	Iteration 133Q: 3 clusters Score -5364781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5364794.500000 Penalty: 5093.870605
	Iteration 134Q: 3 clusters Score -5364794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5364797.500000 Penalty: 5093.870605
	Iteration 135Q: 3 clusters Score -5364798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5364812.000000 Penalty: 5093.870605
	Iteration 136Q: 3 clusters Score -5364812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5364813.000000 Penalty: 5093.870605
	Iteration 137Q: 3 clusters Score -5364813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5364813.500000 Penalty: 5093.870605
	Iteration 138Q: 3 clusters Score -5364814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5364822.000000 Penalty: 5093.870605
	Iteration 139Q: 3 clusters Score -5364822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5364824.500000 Penalty: 5093.870605
	Iteration 140F: 3 clusters Score -5364824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5364823.000000 Penalty: 5093.870605
	Iteration 141Q: 3 clusters Score -5364823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5364824.000000 Penalty: 5093.870605
	Iteration 142Q: 3 clusters Score -5364824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -5364819.500000 Penalty: 5093.870605
	Iteration 143Q: 3 clusters Score -5364820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -5364824.500000 Penalty: 5093.870605
	Iteration 144Q: 3 clusters Score -5364824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5364825.000000 Penalty: 5093.870605
	Iteration 145Q: 3 clusters Score -5364825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5364825.000000 Penalty: 5093.870605
	Iteration 146Q: 3 clusters Score -5364825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -5364822.000000 Penalty: 5093.870605
	Iteration 147Q: 3 clusters Score -5364822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5364821.500000 Penalty: 5093.870605
	Iteration 148Q: 3 clusters Score -5364822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5364821.500000 Penalty: 5093.870605
	Iteration 149Q: 3 clusters Score -5364822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5364821.500000 Penalty: 5093.870605
	Iteration 150F: 3 clusters Score -5364822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Entering Unmasked Estep 
Score: -4844004.500000 Penalty: 2520.959473
	Iteration 0F: 2 clusters Score -4844004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4826059.500000 Penalty: 5041.918945
	Iteration 0F: 3 clusters Score -4826060 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4832298.500000 Penalty: 5041.918945
	Iteration 1F: 3 clusters Score -4832298 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4832832.000000 Penalty: 5041.918945
	Iteration 2F: 3 clusters Score -4832832 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4833392.500000 Penalty: 5041.918945
	Iteration 3Q: 3 clusters Score -4833392 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -4834016.500000 Penalty: 5041.918945
	Iteration 4Q: 3 clusters Score -4834016 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4834687.500000 Penalty: 5041.918945
	Iteration 5F: 3 clusters Score -4834688 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4835602.000000 Penalty: 5041.918945
	Iteration 6F: 3 clusters Score -4835602 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4836699.000000 Penalty: 5041.918945
	Iteration 7F: 3 clusters Score -4836699 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4837985.000000 Penalty: 5041.918945
	Iteration 8F: 3 clusters Score -4837985 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -4839329.000000 Penalty: 5041.918945
	Iteration 9F: 3 clusters Score -4839329 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4840490.000000 Penalty: 5041.918945
	Iteration 10Q: 3 clusters Score -4840490 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4841237.500000 Penalty: 5041.918945
	Iteration 11Q: 3 clusters Score -4841238 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4841536.500000 Penalty: 5041.918945
	Iteration 12Q: 3 clusters Score -4841536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4841739.000000 Penalty: 5041.918945
	Iteration 13Q: 3 clusters Score -4841739 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4841866.500000 Penalty: 5041.918945
	Iteration 14Q: 3 clusters Score -4841866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4841933.500000 Penalty: 5041.918945
	Iteration 15Q: 3 clusters Score -4841934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4841988.000000 Penalty: 5041.918945
	Iteration 16Q: 3 clusters Score -4841988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4842004.500000 Penalty: 5041.918945
	Iteration 17Q: 3 clusters Score -4842004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -4842044.000000 Penalty: 5041.918945
	Iteration 18Q: 3 clusters Score -4842044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4842069.500000 Penalty: 5041.918945
	Iteration 19Q: 3 clusters Score -4842070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4842093.000000 Penalty: 5041.918945
	Iteration 20F: 3 clusters Score -4842093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -4842119.500000 Penalty: 5041.918945
	Iteration 21Q: 3 clusters Score -4842120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4842143.500000 Penalty: 5041.918945
	Iteration 22Q: 3 clusters Score -4842144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4842153.500000 Penalty: 5041.918945
	Iteration 23Q: 3 clusters Score -4842154 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4842184.500000 Penalty: 5041.918945
	Iteration 24Q: 3 clusters Score -4842184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -4842210.000000 Penalty: 5041.918945
	Iteration 25Q: 3 clusters Score -4842210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -4842240.000000 Penalty: 5041.918945
	Iteration 26Q: 3 clusters Score -4842240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4842231.500000 Penalty: 5041.918945
	Iteration 27Q: 3 clusters Score -4842232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -4842245.000000 Penalty: 5041.918945
	Iteration 28Q: 3 clusters Score -4842245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4842256.000000 Penalty: 5041.918945
	Iteration 29Q: 3 clusters Score -4842256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4842252.000000 Penalty: 5041.918945
	Iteration 30Q: 3 clusters Score -4842252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4842263.500000 Penalty: 5041.918945
	Iteration 31Q: 3 clusters Score -4842264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -4842258.500000 Penalty: 5041.918945
	Iteration 32Q: 3 clusters Score -4842258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -4842259.500000 Penalty: 5041.918945
	Iteration 33Q: 3 clusters Score -4842260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -4842259.500000 Penalty: 5041.918945
	Iteration 34Q: 3 clusters Score -4842260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4842249.000000 Penalty: 5041.918945
	Iteration 35Q: 3 clusters Score -4842249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4842249.000000 Penalty: 5041.918945
	Iteration 36Q: 3 clusters Score -4842249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -4842260.500000 Penalty: 5041.918945
	Iteration 37Q: 3 clusters Score -4842260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4842263.000000 Penalty: 5041.918945
	Iteration 38Q: 3 clusters Score -4842263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -4842265.000000 Penalty: 5041.918945
	Iteration 39Q: 3 clusters Score -4842265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4842266.000000 Penalty: 5041.918945
	Iteration 40F: 3 clusters Score -4842266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4842270.500000 Penalty: 5041.918945
	Iteration 41Q: 3 clusters Score -4842270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4842273.000000 Penalty: 5041.918945
	Iteration 42Q: 3 clusters Score -4842273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -4842274.000000 Penalty: 5041.918945
	Iteration 43Q: 3 clusters Score -4842274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4842271.500000 Penalty: 5041.918945
	Iteration 44Q: 3 clusters Score -4842272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -4842273.000000 Penalty: 5041.918945
	Iteration 45Q: 3 clusters Score -4842273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4842276.000000 Penalty: 5041.918945
	Iteration 46Q: 3 clusters Score -4842276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -4842275.000000 Penalty: 5041.918945
	Iteration 47Q: 3 clusters Score -4842275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4842270.000000 Penalty: 5041.918945
	Iteration 48Q: 3 clusters Score -4842270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4842270.000000 Penalty: 5041.918945
	Iteration 49F: 3 clusters Score -4842270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Entering Unmasked Estep 
Score: -1743540.875000 Penalty: 2258.282715
	Iteration 0F: 2 clusters Score -1743541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1736550.500000 Penalty: 4516.565430
	Iteration 0F: 3 clusters Score -1736550 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1738549.750000 Penalty: 4516.565430
	Iteration 1F: 3 clusters Score -1738550 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1738887.500000 Penalty: 4516.565430
	Iteration 2F: 3 clusters Score -1738888 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1739134.625000 Penalty: 4516.565430
	Iteration 3F: 3 clusters Score -1739135 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1739377.625000 Penalty: 4516.565430
	Iteration 4Q: 3 clusters Score -1739378 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1739638.125000 Penalty: 4516.565430
	Iteration 5Q: 3 clusters Score -1739638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1739923.000000 Penalty: 4516.565430
	Iteration 6Q: 3 clusters Score -1739923 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1740235.875000 Penalty: 4516.565430
	Iteration 7Q: 3 clusters Score -1740236 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1740526.375000 Penalty: 4516.565430
	Iteration 8Q: 3 clusters Score -1740526 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1740792.500000 Penalty: 4516.565430
	Iteration 9Q: 3 clusters Score -1740792 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1741010.375000 Penalty: 4516.565430
	Iteration 10Q: 3 clusters Score -1741010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1741180.250000 Penalty: 4516.565430
	Iteration 11Q: 3 clusters Score -1741180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1741288.875000 Penalty: 4516.565430
	Iteration 12Q: 3 clusters Score -1741289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1741345.750000 Penalty: 4516.565430
	Iteration 13Q: 3 clusters Score -1741346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1741393.750000 Penalty: 4516.565430
	Iteration 14Q: 3 clusters Score -1741394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1741429.250000 Penalty: 4516.565430
	Iteration 15Q: 3 clusters Score -1741429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1741450.375000 Penalty: 4516.565430
	Iteration 16Q: 3 clusters Score -1741450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1741469.625000 Penalty: 4516.565430
	Iteration 17Q: 3 clusters Score -1741470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1741497.375000 Penalty: 4516.565430
	Iteration 18Q: 3 clusters Score -1741497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1741507.375000 Penalty: 4516.565430
	Iteration 19Q: 3 clusters Score -1741507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1741515.375000 Penalty: 4516.565430
	Iteration 20F: 3 clusters Score -1741515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1741525.125000 Penalty: 4516.565430
	Iteration 21Q: 3 clusters Score -1741525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1741527.500000 Penalty: 4516.565430
	Iteration 22Q: 3 clusters Score -1741528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1741530.500000 Penalty: 4516.565430
	Iteration 23Q: 3 clusters Score -1741530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1741532.750000 Penalty: 4516.565430
	Iteration 24Q: 3 clusters Score -1741533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1741537.125000 Penalty: 4516.565430
	Iteration 25Q: 3 clusters Score -1741537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1741540.250000 Penalty: 4516.565430
	Iteration 26Q: 3 clusters Score -1741540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1741540.250000 Penalty: 4516.565430
	Iteration 27F: 3 clusters Score -1741540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -118269.031250 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -118269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116601.945312 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -116601.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116854.750000 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -116854.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116921.242188 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -116921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -116982.414062 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -116982.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117027.414062 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -117027.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117059.023438 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -117059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117085.046875 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -117085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -117100.515625 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -117100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117111.617188 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -117111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117113.203125 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -117113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117113.203125 Penalty: 3261.928711
	Iteration 10F: 3 clusters Score -117113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Entering Unmasked Estep 
Score: -5108933.500000 Penalty: 2526.070312
	Iteration 0F: 2 clusters Score -5108934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -5091299.000000 Penalty: 5052.140625
	Iteration 0F: 3 clusters Score -5091299 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5097419.000000 Penalty: 5052.140625
	Iteration 1F: 3 clusters Score -5097419 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5097789.000000 Penalty: 5052.140625
	Iteration 2Q: 3 clusters Score -5097789 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -5098106.500000 Penalty: 5052.140625
	Iteration 3Q: 3 clusters Score -5098106 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -5098385.000000 Penalty: 5052.140625
	Iteration 4Q: 3 clusters Score -5098385 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5098625.000000 Penalty: 5052.140625
	Iteration 5Q: 3 clusters Score -5098625 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5098868.500000 Penalty: 5052.140625
	Iteration 6Q: 3 clusters Score -5098868 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5099114.000000 Penalty: 5052.140625
	Iteration 7Q: 3 clusters Score -5099114 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -5099332.500000 Penalty: 5052.140625
	Iteration 8Q: 3 clusters Score -5099332 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5099557.500000 Penalty: 5052.140625
	Iteration 9Q: 3 clusters Score -5099558 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5099857 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5100235.500000 Penalty: 5052.140625
	Iteration 11Q: 3 clusters Score -5100236 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5100718.000000 Penalty: 5052.140625
	Iteration 12Q: 3 clusters Score -5100718 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5101322.000000 Penalty: 5052.140625
	Iteration 13Q: 3 clusters Score -5101322 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5102170.500000 Penalty: 5052.140625
	Iteration 14Q: 3 clusters Score -5102170 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -5103169.000000 Penalty: 5052.140625
	Iteration 15F: 3 clusters Score -5103169 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5103958.500000 Penalty: 5052.140625
	Iteration 16Q: 3 clusters Score -5103958 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -5104394.500000 Penalty: 5052.140625
	Iteration 17Q: 3 clusters Score -5104394 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -5104601.500000 Penalty: 5052.140625
	Iteration 18Q: 3 clusters Score -5104602 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5104692.500000 Penalty: 5052.140625
	Iteration 19Q: 3 clusters Score -5104692 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -5104785.500000 Penalty: 5052.140625
	Iteration 20F: 3 clusters Score -5104786 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -5104823.000000 Penalty: 5052.140625
	Iteration 21Q: 3 clusters Score -5104823 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5104880.500000 Penalty: 5052.140625
	Iteration 22Q: 3 clusters Score -5104880 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5104925.500000 Penalty: 5052.140625
	Iteration 23Q: 3 clusters Score -5104926 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5104947.500000 Penalty: 5052.140625
	Iteration 24Q: 3 clusters Score -5104948 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -5104969.000000 Penalty: 5052.140625
	Iteration 25Q: 3 clusters Score -5104969 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -5105004.500000 Penalty: 5052.140625
	Iteration 26Q: 3 clusters Score -5105004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5105002.500000 Penalty: 5052.140625
	Iteration 27Q: 3 clusters Score -5105002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5105013.500000 Penalty: 5052.140625
	Iteration 28Q: 3 clusters Score -5105014 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5105021.500000 Penalty: 5052.140625
	Iteration 29Q: 3 clusters Score -5105022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5105052.500000 Penalty: 5052.140625
	Iteration 30Q: 3 clusters Score -5105052 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5105091.000000 Penalty: 5052.140625
	Iteration 31Q: 3 clusters Score -5105091 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -5105082.000000 Penalty: 5052.140625
	Iteration 32Q: 3 clusters Score -5105082 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5105051.500000 Penalty: 5052.140625
	Iteration 33Q: 3 clusters Score -5105052 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5105071.500000 Penalty: 5052.140625
	Iteration 34Q: 3 clusters Score -5105072 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5105082.000000 Penalty: 5052.140625
	Iteration 35Q: 3 clusters Score -5105082 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5105067.000000 Penalty: 5052.140625
	Iteration 36Q: 3 clusters Score -5105067 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -5105088.000000 Penalty: 5052.140625
	Iteration 37Q: 3 clusters Score -5105088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5105058.500000 Penalty: 5052.140625
	Iteration 38Q: 3 clusters Score -5105058 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5105068.000000 Penalty: 5052.140625
	Iteration 39Q: 3 clusters Score -5105068 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -5105088.500000 Penalty: 5052.140625
	Iteration 40F: 3 clusters Score -5105088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -5105113.500000 Penalty: 5052.140625
	Iteration 41Q: 3 clusters Score -5105114 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5105093.500000 Penalty: 5052.140625
	Iteration 42Q: 3 clusters Score -5105094 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5105062.000000 Penalty: 5052.140625
	Iteration 43Q: 3 clusters Score -5105062 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5105054.000000 Penalty: 5052.140625
	Iteration 44Q: 3 clusters Score -5105054 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -5105076.000000 Penalty: 5052.140625
	Iteration 45Q: 3 clusters Score -5105076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5105071.500000 Penalty: 5052.140625
	Iteration 46Q: 3 clusters Score -5105072 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5105079.500000 Penalty: 5052.140625
	Iteration 47Q: 3 clusters Score -5105080 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5105068.000000 Penalty: 5052.140625
	Iteration 48Q: 3 clusters Score -5105068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -5105081.000000 Penalty: 5052.140625
	Iteration 49Q: 3 clusters Score -5105081 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5105087.000000 Penalty: 5052.140625
	Iteration 50Q: 3 clusters Score -5105087 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -5105120.500000 Penalty: 5052.140625
	Iteration 51Q: 3 clusters Score -5105120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -5105135.500000 Penalty: 5052.140625
	Iteration 52Q: 3 clusters Score -5105136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5105144.500000 Penalty: 5052.140625
	Iteration 53Q: 3 clusters Score -5105144 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -5105151.500000 Penalty: 5052.140625
	Iteration 54Q: 3 clusters Score -5105152 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -5105161.500000 Penalty: 5052.140625
	Iteration 55Q: 3 clusters Score -5105162 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -5105170.000000 Penalty: 5052.140625
	Iteration 56Q: 3 clusters Score -5105170 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5105193.000000 Penalty: 5052.140625
	Iteration 57Q: 3 clusters Score -5105193 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -5105212.000000 Penalty: 5052.140625
	Iteration 58Q: 3 clusters Score -5105212 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5105212 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5105228.000000 Penalty: 5052.140625
	Iteration 60F: 3 clusters Score -5105228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -5105241.500000 Penalty: 5052.140625
	Iteration 61Q: 3 clusters Score -5105242 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -5105244.500000 Penalty: 5052.140625
	Iteration 62Q: 3 clusters Score -5105244 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -5105283.500000 Penalty: 5052.140625
	Iteration 63Q: 3 clusters Score -5105284 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5105288.500000 Penalty: 5052.140625
	Iteration 64Q: 3 clusters Score -5105288 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -5105303.500000 Penalty: 5052.140625
	Iteration 65Q: 3 clusters Score -5105304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -5105322.000000 Penalty: 5052.140625
	Iteration 66Q: 3 clusters Score -5105322 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -5105319.500000 Penalty: 5052.140625
	Iteration 67Q: 3 clusters Score -5105320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -5105339.000000 Penalty: 5052.140625
	Iteration 68Q: 3 clusters Score -5105339 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -5105376.000000 Penalty: 5052.140625
	Iteration 69Q: 3 clusters Score -5105376 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -5105404.000000 Penalty: 5052.140625
	Iteration 70Q: 3 clusters Score -5105404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -5105439.000000 Penalty: 5052.140625
	Iteration 71Q: 3 clusters Score -5105439 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -5105461.500000 Penalty: 5052.140625
	Iteration 72Q: 3 clusters Score -5105462 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5105491.500000 Penalty: 5052.140625
	Iteration 73Q: 3 clusters Score -5105492 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -5105505.500000 Penalty: 5052.140625
	Iteration 74Q: 3 clusters Score -5105506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5105531.000000 Penalty: 5052.140625
	Iteration 75Q: 3 clusters Score -5105531 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -5105572.500000 Penalty: 5052.140625
	Iteration 76Q: 3 clusters Score -5105572 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -5105617.500000 Penalty: 5052.140625
	Iteration 77Q: 3 clusters Score -5105618 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5105639.000000 Penalty: 5052.140625
	Iteration 78Q: 3 clusters Score -5105639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5105709.000000 Penalty: 5052.140625
	Iteration 79Q: 3 clusters Score -5105709 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -5105759.500000 Penalty: 5052.140625
	Iteration 80F: 3 clusters Score -5105760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5105815.500000 Penalty: 5052.140625
	Iteration 81Q: 3 clusters Score -5105816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5105886.000000 Penalty: 5052.140625
	Iteration 82Q: 3 clusters Score -5105886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5105961.500000 Penalty: 5052.140625
	Iteration 83Q: 3 clusters Score -5105962 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5106054.000000 Penalty: 5052.140625
	Iteration 84Q: 3 clusters Score -5106054 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5106152.000000 Penalty: 5052.140625
	Iteration 85Q: 3 clusters Score -5106152 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5106221.000000 Penalty: 5052.140625
	Iteration 86Q: 3 clusters Score -5106221 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5106274.500000 Penalty: 5052.140625
	Iteration 87Q: 3 clusters Score -5106274 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5106342.500000 Penalty: 5052.140625
	Iteration 88Q: 3 clusters Score -5106342 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5106373.500000 Penalty: 5052.140625
	Iteration 89Q: 3 clusters Score -5106374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5106407.000000 Penalty: 5052.140625
	Iteration 90Q: 3 clusters Score -5106407 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -5106434.500000 Penalty: 5052.140625
	Iteration 91Q: 3 clusters Score -5106434 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5106458.000000 Penalty: 5052.140625
	Iteration 92Q: 3 clusters Score -5106458 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5106505.500000 Penalty: 5052.140625
	Iteration 93Q: 3 clusters Score -5106506 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5106509.500000 Penalty: 5052.140625
	Iteration 94Q: 3 clusters Score -5106510 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5106544.000000 Penalty: 5052.140625
	Iteration 95Q: 3 clusters Score -5106544 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5106561.000000 Penalty: 5052.140625
	Iteration 96Q: 3 clusters Score -5106561 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5106590.000000 Penalty: 5052.140625
	Iteration 97Q: 3 clusters Score -5106590 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5106601.000000 Penalty: 5052.140625
	Iteration 98Q: 3 clusters Score -5106601 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5106620.000000 Penalty: 5052.140625
	Iteration 99Q: 3 clusters Score -5106620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5106637.500000 Penalty: 5052.140625
	Iteration 100F: 3 clusters Score -5106638 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5106664.500000 Penalty: 5052.140625
	Iteration 101Q: 3 clusters Score -5106664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5106698.500000 Penalty: 5052.140625
	Iteration 102Q: 3 clusters Score -5106698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5106711.500000 Penalty: 5052.140625
	Iteration 103Q: 3 clusters Score -5106712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5106713.500000 Penalty: 5052.140625
	Iteration 104Q: 3 clusters Score -5106714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5106712.500000 Penalty: 5052.140625
	Iteration 105Q: 3 clusters Score -5106712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5106720.500000 Penalty: 5052.140625
	Iteration 106Q: 3 clusters Score -5106720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5106723.000000 Penalty: 5052.140625
	Iteration 107Q: 3 clusters Score -5106723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5106725.500000 Penalty: 5052.140625
	Iteration 108Q: 3 clusters Score -5106726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5106724.000000 Penalty: 5052.140625
	Iteration 109Q: 3 clusters Score -5106724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5106729.000000 Penalty: 5052.140625
	Iteration 110Q: 3 clusters Score -5106729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5106731.500000 Penalty: 5052.140625
	Iteration 111Q: 3 clusters Score -5106732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5106738.500000 Penalty: 5052.140625
	Iteration 112Q: 3 clusters Score -5106738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5106741.500000 Penalty: 5052.140625
	Iteration 113Q: 3 clusters Score -5106742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5106749.500000 Penalty: 5052.140625
	Iteration 114Q: 3 clusters Score -5106750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5106747.500000 Penalty: 5052.140625
	Iteration 115Q: 3 clusters Score -5106748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5106753.500000 Penalty: 5052.140625
	Iteration 116Q: 3 clusters Score -5106754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5106771.500000 Penalty: 5052.140625
	Iteration 117Q: 3 clusters Score -5106772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5106771.500000 Penalty: 5052.140625
	Iteration 118Q: 3 clusters Score -5106772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5106772.500000 Penalty: 5052.140625
	Iteration 119Q: 3 clusters Score -5106772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5106782.500000 Penalty: 5052.140625
	Iteration 120F: 3 clusters Score -5106782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5106787.500000 Penalty: 5052.140625
	Iteration 121Q: 3 clusters Score -5106788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5106785.000000 Penalty: 5052.140625
	Iteration 122Q: 3 clusters Score -5106785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5106784.000000 Penalty: 5052.140625
	Iteration 123Q: 3 clusters Score -5106784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5106783.500000 Penalty: 5052.140625
	Iteration 124Q: 3 clusters Score -5106784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5106784.000000 Penalty: 5052.140625
	Iteration 125Q: 3 clusters Score -5106784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5106791.500000 Penalty: 5052.140625
	Iteration 126Q: 3 clusters Score -5106792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5106791.500000 Penalty: 5052.140625
	Iteration 127Q: 3 clusters Score -5106792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5106788.000000 Penalty: 5052.140625
	Iteration 128Q: 3 clusters Score -5106788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5106785.500000 Penalty: 5052.140625
	Iteration 129Q: 3 clusters Score -5106786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5106788.000000 Penalty: 5052.140625
	Iteration 130Q: 3 clusters Score -5106788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5106787.500000 Penalty: 5052.140625
	Iteration 131Q: 3 clusters Score -5106788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5106792.500000 Penalty: 5052.140625
	Iteration 132Q: 3 clusters Score -5106792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5106796.000000 Penalty: 5052.140625
	Iteration 133Q: 3 clusters Score -5106796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5106795.500000 Penalty: 5052.140625
	Iteration 134Q: 3 clusters Score -5106796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5106795.500000 Penalty: 5052.140625
	Iteration 135F: 3 clusters Score -5106796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Entering Unmasked Estep 
Score: -2298574.500000 Penalty: 2327.138184
	Iteration 0F: 2 clusters Score -2298574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2289601.750000 Penalty: 4654.276367
	Iteration 0F: 3 clusters Score -2289602 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2292304.250000 Penalty: 4654.276367
	Iteration 1F: 3 clusters Score -2292304 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2292611.500000 Penalty: 4654.276367
	Iteration 2F: 3 clusters Score -2292612 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2292879.000000 Penalty: 4654.276367
	Iteration 3Q: 3 clusters Score -2292879 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2293104.750000 Penalty: 4654.276367
	Iteration 4Q: 3 clusters Score -2293105 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2293350.750000 Penalty: 4654.276367
	Iteration 5Q: 3 clusters Score -2293351 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2293599.750000 Penalty: 4654.276367
	Iteration 6Q: 3 clusters Score -2293600 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2293926.000000 Penalty: 4654.276367
	Iteration 7Q: 3 clusters Score -2293926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2294296.500000 Penalty: 4654.276367
	Iteration 8Q: 3 clusters Score -2294296 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2294740.500000 Penalty: 4654.276367
	Iteration 9F: 3 clusters Score -2294740 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2295227.250000 Penalty: 4654.276367
	Iteration 10F: 3 clusters Score -2295227 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2295718.250000 Penalty: 4654.276367
	Iteration 11Q: 3 clusters Score -2295718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2296138.000000 Penalty: 4654.276367
	Iteration 12Q: 3 clusters Score -2296138 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2296397.500000 Penalty: 4654.276367
	Iteration 13Q: 3 clusters Score -2296398 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2296516.000000 Penalty: 4654.276367
	Iteration 14Q: 3 clusters Score -2296516 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2296573.000000 Penalty: 4654.276367
	Iteration 15Q: 3 clusters Score -2296573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2296609.500000 Penalty: 4654.276367
	Iteration 16Q: 3 clusters Score -2296610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2296620.250000 Penalty: 4654.276367
	Iteration 17Q: 3 clusters Score -2296620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2296630.250000 Penalty: 4654.276367
	Iteration 18Q: 3 clusters Score -2296630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2296638.750000 Penalty: 4654.276367
	Iteration 19Q: 3 clusters Score -2296639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2296648.000000 Penalty: 4654.276367
	Iteration 20F: 3 clusters Score -2296648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2296647.500000 Penalty: 4654.276367
	Iteration 21Q: 3 clusters Score -2296648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2296658.750000 Penalty: 4654.276367
	Iteration 22Q: 3 clusters Score -2296659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2296658.000000 Penalty: 4654.276367
	Iteration 23Q: 3 clusters Score -2296658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2296660.000000 Penalty: 4654.276367
	Iteration 24Q: 3 clusters Score -2296660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2296662.750000 Penalty: 4654.276367
	Iteration 25Q: 3 clusters Score -2296663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2296663.500000 Penalty: 4654.276367
	Iteration 26Q: 3 clusters Score -2296664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2296666.000000 Penalty: 4654.276367
	Iteration 27Q: 3 clusters Score -2296666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2296666.750000 Penalty: 4654.276367
	Iteration 28Q: 3 clusters Score -2296667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2296666.750000 Penalty: 4654.276367
	Iteration 29F: 3 clusters Score -2296667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -119992.968750 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -120217.195312 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120217.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -120302.476562 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120302.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -120341.484375 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -120382.054688 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120382.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -120398.656250 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120409.710938 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120409.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120414.601562 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120416.125000 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120419.554688 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120419.554688 Penalty: 3234.228271
	Iteration 10F: 3 clusters Score -120419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Entering Unmasked Estep 
Score: -3212859.250000 Penalty: 2403.576416
	Iteration 0F: 2 clusters Score -3212859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3201239.000000 Penalty: 4807.152832
	Iteration 0F: 3 clusters Score -3201239 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3204987.000000 Penalty: 4807.152832
	Iteration 1F: 3 clusters Score -3204987 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3205301.500000 Penalty: 4807.152832
	Iteration 2F: 3 clusters Score -3205302 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3205510.250000 Penalty: 4807.152832
	Iteration 3Q: 3 clusters Score -3205510 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3205710.250000 Penalty: 4807.152832
	Iteration 4Q: 3 clusters Score -3205710 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3205911.250000 Penalty: 4807.152832
	Iteration 5Q: 3 clusters Score -3205911 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3206084.750000 Penalty: 4807.152832
	Iteration 6Q: 3 clusters Score -3206085 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3206305.750000 Penalty: 4807.152832
	Iteration 7Q: 3 clusters Score -3206306 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3206657.000000 Penalty: 4807.152832
	Iteration 8Q: 3 clusters Score -3206657 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3207112.750000 Penalty: 4807.152832
	Iteration 9Q: 3 clusters Score -3207113 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3207663.750000 Penalty: 4807.152832
	Iteration 10F: 3 clusters Score -3207664 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3208382.000000 Penalty: 4807.152832
	Iteration 11F: 3 clusters Score -3208382 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3209160.500000 Penalty: 4807.152832
	Iteration 12F: 3 clusters Score -3209160 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3209781.750000 Penalty: 4807.152832
	Iteration 13Q: 3 clusters Score -3209782 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3210193.500000 Penalty: 4807.152832
	Iteration 14Q: 3 clusters Score -3210194 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3210398.000000 Penalty: 4807.152832
	Iteration 15Q: 3 clusters Score -3210398 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3210543.250000 Penalty: 4807.152832
	Iteration 16Q: 3 clusters Score -3210543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3210627.250000 Penalty: 4807.152832
	Iteration 17Q: 3 clusters Score -3210627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3210691.250000 Penalty: 4807.152832
	Iteration 18Q: 3 clusters Score -3210691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3210740.750000 Penalty: 4807.152832
	Iteration 19Q: 3 clusters Score -3210741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3210770.000000 Penalty: 4807.152832
	Iteration 20F: 3 clusters Score -3210770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3210801.250000 Penalty: 4807.152832
	Iteration 21Q: 3 clusters Score -3210801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3210809.000000 Penalty: 4807.152832
	Iteration 22Q: 3 clusters Score -3210809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3210821.250000 Penalty: 4807.152832
	Iteration 23Q: 3 clusters Score -3210821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3210827.250000 Penalty: 4807.152832
	Iteration 24Q: 3 clusters Score -3210827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3210824.250000 Penalty: 4807.152832
	Iteration 25Q: 3 clusters Score -3210824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3210826.250000 Penalty: 4807.152832
	Iteration 26Q: 3 clusters Score -3210826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3210831.500000 Penalty: 4807.152832
	Iteration 27Q: 3 clusters Score -3210832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3210834.750000 Penalty: 4807.152832
	Iteration 28Q: 3 clusters Score -3210835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3210836.250000 Penalty: 4807.152832
	Iteration 29Q: 3 clusters Score -3210836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3210837.000000 Penalty: 4807.152832
	Iteration 30Q: 3 clusters Score -3210837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3210837.000000 Penalty: 4807.152832
	Iteration 31F: 3 clusters Score -3210837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Entering Unmasked Estep 
Score: -3772240.500000 Penalty: 2433.519043
	Iteration 0F: 2 clusters Score -3772240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -3760730.000000 Penalty: 4867.038086
	Iteration 0F: 3 clusters Score -3760730 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -3764847.750000 Penalty: 4867.038086
	Iteration 1F: 3 clusters Score -3764848 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -3765254.500000 Penalty: 4867.038086
	Iteration 2F: 3 clusters Score -3765254 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3765559.000000 Penalty: 4867.038086
	Iteration 3Q: 3 clusters Score -3765559 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3765831.250000 Penalty: 4867.038086
	Iteration 4Q: 3 clusters Score -3765831 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3766062.750000 Penalty: 4867.038086
	Iteration 5Q: 3 clusters Score -3766063 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3766279.250000 Penalty: 4867.038086
	Iteration 6Q: 3 clusters Score -3766279 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3766496.500000 Penalty: 4867.038086
	Iteration 7Q: 3 clusters Score -3766496 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3766702.500000 Penalty: 4867.038086
	Iteration 8Q: 3 clusters Score -3766702 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3766973.250000 Penalty: 4867.038086
	Iteration 9Q: 3 clusters Score -3766973 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3767334.250000 Penalty: 4867.038086
	Iteration 10Q: 3 clusters Score -3767334 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3767928.250000 Penalty: 4867.038086
	Iteration 11Q: 3 clusters Score -3767928 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3768706.000000 Penalty: 4867.038086
	Iteration 12F: 3 clusters Score -3768706 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3769384.750000 Penalty: 4867.038086
	Iteration 13F: 3 clusters Score -3769385 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3769840.000000 Penalty: 4867.038086
	Iteration 14Q: 3 clusters Score -3769840 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3769995.250000 Penalty: 4867.038086
	Iteration 15Q: 3 clusters Score -3769995 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3770178.500000 Penalty: 4867.038086
	Iteration 16Q: 3 clusters Score -3770178 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -3770290.000000 Penalty: 4867.038086
	Iteration 17Q: 3 clusters Score -3770290 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3770424.000000 Penalty: 4867.038086
	Iteration 18Q: 3 clusters Score -3770424 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3770526.500000 Penalty: 4867.038086
	Iteration 19Q: 3 clusters Score -3770526 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -3770630.250000 Penalty: 4867.038086
	Iteration 20F: 3 clusters Score -3770630 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3770647.500000 Penalty: 4867.038086
	Iteration 21Q: 3 clusters Score -3770648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3770691.750000 Penalty: 4867.038086
	Iteration 22Q: 3 clusters Score -3770692 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3770695.750000 Penalty: 4867.038086
	Iteration 23Q: 3 clusters Score -3770696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3770699.750000 Penalty: 4867.038086
	Iteration 24Q: 3 clusters Score -3770700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3770662.250000 Penalty: 4867.038086
	Iteration 25Q: 3 clusters Score -3770662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -3770680.000000 Penalty: 4867.038086
	Iteration 26Q: 3 clusters Score -3770680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3770684.750000 Penalty: 4867.038086
	Iteration 27Q: 3 clusters Score -3770685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3770684.750000 Penalty: 4867.038086
	Iteration 28Q: 3 clusters Score -3770685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3770671.500000 Penalty: 4867.038086
	Iteration 29Q: 3 clusters Score -3770672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3770692.500000 Penalty: 4867.038086
	Iteration 30Q: 3 clusters Score -3770692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3770714.250000 Penalty: 4867.038086
	Iteration 31Q: 3 clusters Score -3770714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3770707.750000 Penalty: 4867.038086
	Iteration 32Q: 3 clusters Score -3770708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3770710.500000 Penalty: 4867.038086
	Iteration 33Q: 3 clusters Score -3770710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3770714.000000 Penalty: 4867.038086
	Iteration 34Q: 3 clusters Score -3770714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -3770696.250000 Penalty: 4867.038086
	Iteration 35Q: 3 clusters Score -3770696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3770697.000000 Penalty: 4867.038086
	Iteration 36Q: 3 clusters Score -3770697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3770697.000000 Penalty: 4867.038086
	Iteration 37F: 3 clusters Score -3770697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Entering Unmasked Estep 
Score: -4521331.500000 Penalty: 2479.442627
	Iteration 0F: 2 clusters Score -4521332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -4508062.000000 Penalty: 4958.885254
	Iteration 0F: 3 clusters Score -4508062 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -4513149.500000 Penalty: 4958.885254
	Iteration 1F: 3 clusters Score -4513150 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4513537.500000 Penalty: 4958.885254
	Iteration 2F: 3 clusters Score -4513538 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -4513798.000000 Penalty: 4958.885254
	Iteration 3Q: 3 clusters Score -4513798 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4514005.000000 Penalty: 4958.885254
	Iteration 4Q: 3 clusters Score -4514005 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4514229.500000 Penalty: 4958.885254
	Iteration 5Q: 3 clusters Score -4514230 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -4514378.500000 Penalty: 4958.885254
	Iteration 6Q: 3 clusters Score -4514378 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4514561.000000 Penalty: 4958.885254
	Iteration 7Q: 3 clusters Score -4514561 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4514832.000000 Penalty: 4958.885254
	Iteration 8Q: 3 clusters Score -4514832 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -4515268.500000 Penalty: 4958.885254
	Iteration 9Q: 3 clusters Score -4515268 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4515997.000000 Penalty: 4958.885254
	Iteration 10Q: 3 clusters Score -4515997 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -4517199.000000 Penalty: 4958.885254
	Iteration 11F: 3 clusters Score -4517199 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -4518506.000000 Penalty: 4958.885254
	Iteration 12F: 3 clusters Score -4518506 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4519397.000000 Penalty: 4958.885254
	Iteration 13F: 3 clusters Score -4519397 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -4519806.000000 Penalty: 4958.885254
	Iteration 14Q: 3 clusters Score -4519806 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4520049.500000 Penalty: 4958.885254
	Iteration 15Q: 3 clusters Score -4520050 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -4520206.500000 Penalty: 4958.885254
	Iteration 16Q: 3 clusters Score -4520206 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -4520316.500000 Penalty: 4958.885254
	Iteration 17Q: 3 clusters Score -4520316 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4520377.500000 Penalty: 4958.885254
	Iteration 18Q: 3 clusters Score -4520378 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -4520406.500000 Penalty: 4958.885254
	Iteration 19Q: 3 clusters Score -4520406 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -4520433.500000 Penalty: 4958.885254
	Iteration 20F: 3 clusters Score -4520434 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4520413.500000 Penalty: 4958.885254
	Iteration 21Q: 3 clusters Score -4520414 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4520414.500000 Penalty: 4958.885254
	Iteration 22Q: 3 clusters Score -4520414 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4520385.500000 Penalty: 4958.885254
	Iteration 23Q: 3 clusters Score -4520386 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4520400.000000 Penalty: 4958.885254
	Iteration 24Q: 3 clusters Score -4520400 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4520375.000000 Penalty: 4958.885254
	Iteration 25Q: 3 clusters Score -4520375 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4520336.500000 Penalty: 4958.885254
	Iteration 26Q: 3 clusters Score -4520336 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4520305.500000 Penalty: 4958.885254
	Iteration 27Q: 3 clusters Score -4520306 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -4520293.000000 Penalty: 4958.885254
	Iteration 28Q: 3 clusters Score -4520293 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -4520259.500000 Penalty: 4958.885254
	Iteration 29Q: 3 clusters Score -4520260 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -4520181.500000 Penalty: 4958.885254
	Iteration 30Q: 3 clusters Score -4520182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4520119.500000 Penalty: 4958.885254
	Iteration 31Q: 3 clusters Score -4520120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4520087.000000 Penalty: 4958.885254
	Iteration 32Q: 3 clusters Score -4520087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4520057.500000 Penalty: 4958.885254
	Iteration 33Q: 3 clusters Score -4520058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4520028.500000 Penalty: 4958.885254
	Iteration 34Q: 3 clusters Score -4520028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4520030.000000 Penalty: 4958.885254
	Iteration 35Q: 3 clusters Score -4520030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4520006.500000 Penalty: 4958.885254
	Iteration 36Q: 3 clusters Score -4520006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4520001.000000 Penalty: 4958.885254
	Iteration 37Q: 3 clusters Score -4520001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4520010.500000 Penalty: 4958.885254
	Iteration 38Q: 3 clusters Score -4520010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4520017.000000 Penalty: 4958.885254
	Iteration 39Q: 3 clusters Score -4520017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4520017.000000 Penalty: 4958.885254
	Iteration 40F: 3 clusters Score -4520017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4520011.000000 Penalty: 4958.885254
	Iteration 41Q: 3 clusters Score -4520011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -4520011.000000 Penalty: 4958.885254
	Iteration 42F: 3 clusters Score -4520011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Entering Unmasked Estep 
Score: -4399761.000000 Penalty: 2488.472656
	Iteration 0F: 2 clusters Score -4399761 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 11392 members 
Entering Unmasked Estep 
Score: -4383919.500000 Penalty: 4976.945312
	Iteration 0F: 3 clusters Score -4383920 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -4389231.000000 Penalty: 4976.945312
	Iteration 1F: 3 clusters Score -4389231 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -4389594.000000 Penalty: 4976.945312
	Iteration 2Q: 3 clusters Score -4389594 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4389890.000000 Penalty: 4976.945312
	Iteration 3Q: 3 clusters Score -4389890 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4390110.000000 Penalty: 4976.945312
	Iteration 4Q: 3 clusters Score -4390110 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -4390370.000000 Penalty: 4976.945312
	Iteration 5Q: 3 clusters Score -4390370 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4390582.500000 Penalty: 4976.945312
	Iteration 6Q: 3 clusters Score -4390582 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4390846.000000 Penalty: 4976.945312
	Iteration 7Q: 3 clusters Score -4390846 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4391100.000000 Penalty: 4976.945312
	Iteration 8Q: 3 clusters Score -4391100 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -4391474.500000 Penalty: 4976.945312
	Iteration 9Q: 3 clusters Score -4391474 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4391937.000000 Penalty: 4976.945312
	Iteration 10Q: 3 clusters Score -4391937 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4392638.500000 Penalty: 4976.945312
	Iteration 11Q: 3 clusters Score -4392638 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4393520.500000 Penalty: 4976.945312
	Iteration 12F: 3 clusters Score -4393520 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4394506.000000 Penalty: 4976.945312
	Iteration 13F: 3 clusters Score -4394506 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4395494.500000 Penalty: 4976.945312
	Iteration 14Q: 3 clusters Score -4395494 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4396269.000000 Penalty: 4976.945312
	Iteration 15Q: 3 clusters Score -4396269 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4396766.000000 Penalty: 4976.945312
	Iteration 16Q: 3 clusters Score -4396766 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4397087.000000 Penalty: 4976.945312
	Iteration 17Q: 3 clusters Score -4397087 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4397272.500000 Penalty: 4976.945312
	Iteration 18Q: 3 clusters Score -4397272 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4397390.000000 Penalty: 4976.945312
	Iteration 19Q: 3 clusters Score -4397390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4397482.000000 Penalty: 4976.945312
	Iteration 20F: 3 clusters Score -4397482 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4397536.000000 Penalty: 4976.945312
	Iteration 21Q: 3 clusters Score -4397536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4397571.500000 Penalty: 4976.945312
	Iteration 22Q: 3 clusters Score -4397572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4397594.500000 Penalty: 4976.945312
	Iteration 23Q: 3 clusters Score -4397594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4397610.500000 Penalty: 4976.945312
	Iteration 24Q: 3 clusters Score -4397610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4397623.500000 Penalty: 4976.945312
	Iteration 25Q: 3 clusters Score -4397624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4397640.500000 Penalty: 4976.945312
	Iteration 26Q: 3 clusters Score -4397640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4397651.500000 Penalty: 4976.945312
	Iteration 27Q: 3 clusters Score -4397652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4397661.500000 Penalty: 4976.945312
	Iteration 28Q: 3 clusters Score -4397662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4397662.500000 Penalty: 4976.945312
	Iteration 29Q: 3 clusters Score -4397662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4397661.000000 Penalty: 4976.945312
	Iteration 30Q: 3 clusters Score -4397661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4397659.500000 Penalty: 4976.945312
	Iteration 31Q: 3 clusters Score -4397660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4397663.000000 Penalty: 4976.945312
	Iteration 32Q: 3 clusters Score -4397663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4397669.500000 Penalty: 4976.945312
	Iteration 33Q: 3 clusters Score -4397670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4397669.000000 Penalty: 4976.945312
	Iteration 34Q: 3 clusters Score -4397669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4397672.500000 Penalty: 4976.945312
	Iteration 35Q: 3 clusters Score -4397672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4397678.500000 Penalty: 4976.945312
	Iteration 36Q: 3 clusters Score -4397678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4397694.500000 Penalty: 4976.945312
	Iteration 37Q: 3 clusters Score -4397694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4397683.500000 Penalty: 4976.945312
	Iteration 38Q: 3 clusters Score -4397684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4397684.000000 Penalty: 4976.945312
	Iteration 39Q: 3 clusters Score -4397684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4397688.500000 Penalty: 4976.945312
	Iteration 40F: 3 clusters Score -4397688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4397693.000000 Penalty: 4976.945312
	Iteration 41Q: 3 clusters Score -4397693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4397698.500000 Penalty: 4976.945312
	Iteration 42Q: 3 clusters Score -4397698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4397701.500000 Penalty: 4976.945312
	Iteration 43Q: 3 clusters Score -4397702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4397710.000000 Penalty: 4976.945312
	Iteration 44Q: 3 clusters Score -4397710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4397711.000000 Penalty: 4976.945312
	Iteration 45Q: 3 clusters Score -4397711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4397716.000000 Penalty: 4976.945312
	Iteration 46Q: 3 clusters Score -4397716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4397716.000000 Penalty: 4976.945312
	Iteration 47Q: 3 clusters Score -4397716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4397714.500000 Penalty: 4976.945312
	Iteration 48Q: 3 clusters Score -4397714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4397714.500000 Penalty: 4976.945312
	Iteration 49F: 3 clusters Score -4397714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Entering Unmasked Estep 
Score: -3194844.000000 Penalty: 2423.741455
	Iteration 0F: 2 clusters Score -3194844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3182345.500000 Penalty: 4847.482910
	Iteration 0F: 3 clusters Score -3182346 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3186502.000000 Penalty: 4847.482910
	Iteration 1F: 3 clusters Score -3186502 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3186932.000000 Penalty: 4847.482910
	Iteration 2F: 3 clusters Score -3186932 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3187292.250000 Penalty: 4847.482910
	Iteration 3Q: 3 clusters Score -3187292 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -3187606.000000 Penalty: 4847.482910
	Iteration 4Q: 3 clusters Score -3187606 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3187964.000000 Penalty: 4847.482910
	Iteration 5Q: 3 clusters Score -3187964 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3188375.750000 Penalty: 4847.482910
	Iteration 6Q: 3 clusters Score -3188376 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3188894.500000 Penalty: 4847.482910
	Iteration 7Q: 3 clusters Score -3188894 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3189525.750000 Penalty: 4847.482910
	Iteration 8F: 3 clusters Score -3189526 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3190286.000000 Penalty: 4847.482910
	Iteration 9F: 3 clusters Score -3190286 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3191034.250000 Penalty: 4847.482910
	Iteration 10F: 3 clusters Score -3191034 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3191675.750000 Penalty: 4847.482910
	Iteration 11Q: 3 clusters Score -3191676 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3192163.750000 Penalty: 4847.482910
	Iteration 12Q: 3 clusters Score -3192164 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3192423.750000 Penalty: 4847.482910
	Iteration 13Q: 3 clusters Score -3192424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3192564.250000 Penalty: 4847.482910
	Iteration 14Q: 3 clusters Score -3192564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3192646.500000 Penalty: 4847.482910
	Iteration 15Q: 3 clusters Score -3192646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3192697.750000 Penalty: 4847.482910
	Iteration 16Q: 3 clusters Score -3192698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3192726.250000 Penalty: 4847.482910
	Iteration 17Q: 3 clusters Score -3192726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3192755.000000 Penalty: 4847.482910
	Iteration 18Q: 3 clusters Score -3192755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3192774.250000 Penalty: 4847.482910
	Iteration 19Q: 3 clusters Score -3192774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3192786.250000 Penalty: 4847.482910
	Iteration 20F: 3 clusters Score -3192786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -3192789.250000 Penalty: 4847.482910
	Iteration 21Q: 3 clusters Score -3192789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -3192796.750000 Penalty: 4847.482910
	Iteration 22Q: 3 clusters Score -3192797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3192801.000000 Penalty: 4847.482910
	Iteration 23Q: 3 clusters Score -3192801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3192802.250000 Penalty: 4847.482910
	Iteration 24Q: 3 clusters Score -3192802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3192803.750000 Penalty: 4847.482910
	Iteration 25Q: 3 clusters Score -3192804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3192803.750000 Penalty: 4847.482910
	Iteration 26F: 3 clusters Score -3192804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -792053.937500 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -792053.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -787991.500000 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -787991.5 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -788847.437500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -788847.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -789029.500000 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -789029.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -789110.625000 Penalty: 4146.130859
	Iteration 3Q: 3 clusters Score -789110.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -789157.937500 Penalty: 4146.130859
	Iteration 4Q: 3 clusters Score -789157.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -789198.375000 Penalty: 4146.130859
	Iteration 5Q: 3 clusters Score -789198.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -789231.562500 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -789231.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -789264.187500 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -789264.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -789288.687500 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -789288.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -789309.187500 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -789309.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -789336.437500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -789336.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -789360.562500 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -789360.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -789385.687500 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -789385.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -789410.375000 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -789410.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -789427.937500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -789427.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -789443.687500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -789443.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -789457.500000 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -789457.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -789467.750000 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -789467.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -789473.937500 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -789473.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -789479.437500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -789479.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -789485.875000 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -789485.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -789497.562500 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -789497.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -789508.812500 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -789508.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -789518.437500 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -789518.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -789529.375000 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -789529.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -789536.750000 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -789536.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -789546.000000 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -789546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -789551.875000 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -789551.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -789561.375000 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -789561.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -789569.250000 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -789569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -789575.187500 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -789575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -789580.625000 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -789580.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -789586.500000 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -789586.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -789593.062500 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -789593.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -789600.875000 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -789600.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -789605.750000 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -789605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -789611.187500 Penalty: 4146.130859
	Iteration 36Q: 3 clusters Score -789611.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -789614.562500 Penalty: 4146.130859
	Iteration 37Q: 3 clusters Score -789614.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -789622.000000 Penalty: 4146.130859
	Iteration 38Q: 3 clusters Score -789622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -789626.750000 Penalty: 4146.130859
	Iteration 39Q: 3 clusters Score -789626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -789635.062500 Penalty: 4146.130859
	Iteration 40F: 3 clusters Score -789635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -789637.875000 Penalty: 4146.130859
	Iteration 41Q: 3 clusters Score -789637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -789640.625000 Penalty: 4146.130859
	Iteration 42Q: 3 clusters Score -789640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -789642.125000 Penalty: 4146.130859
	Iteration 43Q: 3 clusters Score -789642.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -789643.687500 Penalty: 4146.130859
	Iteration 44Q: 3 clusters Score -789643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -789644.875000 Penalty: 4146.130859
	Iteration 45Q: 3 clusters Score -789644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -789644.500000 Penalty: 4146.130859
	Iteration 46Q: 3 clusters Score -789644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -789645.937500 Penalty: 4146.130859
	Iteration 47Q: 3 clusters Score -789645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -789648.687500 Penalty: 4146.130859
	Iteration 48Q: 3 clusters Score -789648.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -789648.500000 Penalty: 4146.130859
	Iteration 49Q: 3 clusters Score -789648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -789648.250000 Penalty: 4146.130859
	Iteration 50Q: 3 clusters Score -789648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -789650.437500 Penalty: 4146.130859
	Iteration 51Q: 3 clusters Score -789650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -789653.937500 Penalty: 4146.130859
	Iteration 52Q: 3 clusters Score -789653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -789656.750000 Penalty: 4146.130859
	Iteration 53Q: 3 clusters Score -789656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -789657.812500 Penalty: 4146.130859
	Iteration 54Q: 3 clusters Score -789657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -789658.312500 Penalty: 4146.130859
	Iteration 55Q: 3 clusters Score -789658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -789660.000000 Penalty: 4146.130859
	Iteration 56Q: 3 clusters Score -789660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -789660.000000 Penalty: 4146.130859
	Iteration 57Q: 3 clusters Score -789660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -789661.500000 Penalty: 4146.130859
	Iteration 58Q: 3 clusters Score -789661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -789663.750000 Penalty: 4146.130859
	Iteration 59Q: 3 clusters Score -789663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -789667.437500 Penalty: 4146.130859
	Iteration 60F: 3 clusters Score -789667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -789667.625000 Penalty: 4146.130859
	Iteration 61Q: 3 clusters Score -789667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -789671.562500 Penalty: 4146.130859
	Iteration 62Q: 3 clusters Score -789671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -789671.625000 Penalty: 4146.130859
	Iteration 63Q: 3 clusters Score -789671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -789676.375000 Penalty: 4146.130859
	Iteration 64Q: 3 clusters Score -789676.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -789677.500000 Penalty: 4146.130859
	Iteration 65Q: 3 clusters Score -789677.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -789680.250000 Penalty: 4146.130859
	Iteration 66Q: 3 clusters Score -789680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -789682.562500 Penalty: 4146.130859
	Iteration 67Q: 3 clusters Score -789682.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -789686.625000 Penalty: 4146.130859
	Iteration 68Q: 3 clusters Score -789686.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -789688.562500 Penalty: 4146.130859
	Iteration 69Q: 3 clusters Score -789688.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -789694.750000 Penalty: 4146.130859
	Iteration 70Q: 3 clusters Score -789694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -789699.875000 Penalty: 4146.130859
	Iteration 71Q: 3 clusters Score -789699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -789702.437500 Penalty: 4146.130859
	Iteration 72Q: 3 clusters Score -789702.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -789702.625000 Penalty: 4146.130859
	Iteration 73Q: 3 clusters Score -789702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -789704.750000 Penalty: 4146.130859
	Iteration 74Q: 3 clusters Score -789704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -789704.937500 Penalty: 4146.130859
	Iteration 75Q: 3 clusters Score -789704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -789707.562500 Penalty: 4146.130859
	Iteration 76Q: 3 clusters Score -789707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -789709.937500 Penalty: 4146.130859
	Iteration 77Q: 3 clusters Score -789709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -789709.562500 Penalty: 4146.130859
	Iteration 78Q: 3 clusters Score -789709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -789712.437500 Penalty: 4146.130859
	Iteration 79Q: 3 clusters Score -789712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -789715.437500 Penalty: 4146.130859
	Iteration 80F: 3 clusters Score -789715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -789717.000000 Penalty: 4146.130859
	Iteration 81Q: 3 clusters Score -789717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -789718.062500 Penalty: 4146.130859
	Iteration 82Q: 3 clusters Score -789718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -789720.750000 Penalty: 4146.130859
	Iteration 83Q: 3 clusters Score -789720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -789723.625000 Penalty: 4146.130859
	Iteration 84Q: 3 clusters Score -789723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -789727.000000 Penalty: 4146.130859
	Iteration 85Q: 3 clusters Score -789727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -789731.187500 Penalty: 4146.130859
	Iteration 86Q: 3 clusters Score -789731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -789733.687500 Penalty: 4146.130859
	Iteration 87Q: 3 clusters Score -789733.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -789737.187500 Penalty: 4146.130859
	Iteration 88Q: 3 clusters Score -789737.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -789741.812500 Penalty: 4146.130859
	Iteration 89Q: 3 clusters Score -789741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -789747.687500 Penalty: 4146.130859
	Iteration 90Q: 3 clusters Score -789747.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -789750.687500 Penalty: 4146.130859
	Iteration 91Q: 3 clusters Score -789750.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -789754.437500 Penalty: 4146.130859
	Iteration 92Q: 3 clusters Score -789754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -789754.062500 Penalty: 4146.130859
	Iteration 93Q: 3 clusters Score -789754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -789755.312500 Penalty: 4146.130859
	Iteration 94Q: 3 clusters Score -789755.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -789757.250000 Penalty: 4146.130859
	Iteration 95Q: 3 clusters Score -789757.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -789759.500000 Penalty: 4146.130859
	Iteration 96Q: 3 clusters Score -789759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -789764.125000 Penalty: 4146.130859
	Iteration 97Q: 3 clusters Score -789764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -789765.312500 Penalty: 4146.130859
	Iteration 98Q: 3 clusters Score -789765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -789767.937500 Penalty: 4146.130859
	Iteration 99Q: 3 clusters Score -789767.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -789770.062500 Penalty: 4146.130859
	Iteration 100F: 3 clusters Score -789770.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -789776.125000 Penalty: 4146.130859
	Iteration 101Q: 3 clusters Score -789776.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -789775.875000 Penalty: 4146.130859
	Iteration 102Q: 3 clusters Score -789775.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -789780.250000 Penalty: 4146.130859
	Iteration 103Q: 3 clusters Score -789780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -789784.125000 Penalty: 4146.130859
	Iteration 104Q: 3 clusters Score -789784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -789787.937500 Penalty: 4146.130859
	Iteration 105Q: 3 clusters Score -789787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -789790.000000 Penalty: 4146.130859
	Iteration 106Q: 3 clusters Score -789790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -789793.500000 Penalty: 4146.130859
	Iteration 107Q: 3 clusters Score -789793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -789794.312500 Penalty: 4146.130859
	Iteration 108Q: 3 clusters Score -789794.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -789795.625000 Penalty: 4146.130859
	Iteration 109Q: 3 clusters Score -789795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -789797.875000 Penalty: 4146.130859
	Iteration 110Q: 3 clusters Score -789797.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -789800.625000 Penalty: 4146.130859
	Iteration 111Q: 3 clusters Score -789800.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -789805.562500 Penalty: 4146.130859
	Iteration 112Q: 3 clusters Score -789805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -789807.500000 Penalty: 4146.130859
	Iteration 113Q: 3 clusters Score -789807.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -789810.187500 Penalty: 4146.130859
	Iteration 114Q: 3 clusters Score -789810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -789812.062500 Penalty: 4146.130859
	Iteration 115Q: 3 clusters Score -789812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -789812.375000 Penalty: 4146.130859
	Iteration 116Q: 3 clusters Score -789812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -789814.500000 Penalty: 4146.130859
	Iteration 117Q: 3 clusters Score -789814.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -789818.812500 Penalty: 4146.130859
	Iteration 118Q: 3 clusters Score -789818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -789823.312500 Penalty: 4146.130859
	Iteration 119Q: 3 clusters Score -789823.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -789824.500000 Penalty: 4146.130859
	Iteration 120F: 3 clusters Score -789824.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -789829.062500 Penalty: 4146.130859
	Iteration 121Q: 3 clusters Score -789829.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -789831.750000 Penalty: 4146.130859
	Iteration 122Q: 3 clusters Score -789831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -789837.812500 Penalty: 4146.130859
	Iteration 123Q: 3 clusters Score -789837.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -789842.625000 Penalty: 4146.130859
	Iteration 124Q: 3 clusters Score -789842.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -789848.000000 Penalty: 4146.130859
	Iteration 125Q: 3 clusters Score -789848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -789852.500000 Penalty: 4146.130859
	Iteration 126Q: 3 clusters Score -789852.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -789856.812500 Penalty: 4146.130859
	Iteration 127Q: 3 clusters Score -789856.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -789858.562500 Penalty: 4146.130859
	Iteration 128Q: 3 clusters Score -789858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -789860.812500 Penalty: 4146.130859
	Iteration 129Q: 3 clusters Score -789860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -789866.250000 Penalty: 4146.130859
	Iteration 130Q: 3 clusters Score -789866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -789872.062500 Penalty: 4146.130859
	Iteration 131Q: 3 clusters Score -789872.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -789877.750000 Penalty: 4146.130859
	Iteration 132Q: 3 clusters Score -789877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -789884.187500 Penalty: 4146.130859
	Iteration 133Q: 3 clusters Score -789884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -789885.437500 Penalty: 4146.130859
	Iteration 134Q: 3 clusters Score -789885.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -789889.937500 Penalty: 4146.130859
	Iteration 135Q: 3 clusters Score -789889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -789893.687500 Penalty: 4146.130859
	Iteration 136Q: 3 clusters Score -789893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -789896.625000 Penalty: 4146.130859
	Iteration 137Q: 3 clusters Score -789896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -789899.875000 Penalty: 4146.130859
	Iteration 138Q: 3 clusters Score -789899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -789902.062500 Penalty: 4146.130859
	Iteration 139Q: 3 clusters Score -789902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -789904.187500 Penalty: 4146.130859
	Iteration 140F: 3 clusters Score -789904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -789904.562500 Penalty: 4146.130859
	Iteration 141Q: 3 clusters Score -789904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -789905.750000 Penalty: 4146.130859
	Iteration 142Q: 3 clusters Score -789905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -789906.250000 Penalty: 4146.130859
	Iteration 143Q: 3 clusters Score -789906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -789906.250000 Penalty: 4146.130859
	Iteration 144F: 3 clusters Score -789906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Entering Unmasked Estep 
Score: -2609593.750000 Penalty: 2345.114258
	Iteration 0F: 2 clusters Score -2609594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2600448.750000 Penalty: 4690.228516
	Iteration 0F: 3 clusters Score -2600449 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2603177.500000 Penalty: 4690.228516
	Iteration 1F: 3 clusters Score -2603178 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2603517.250000 Penalty: 4690.228516
	Iteration 2F: 3 clusters Score -2603517 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2603806.250000 Penalty: 4690.228516
	Iteration 3Q: 3 clusters Score -2603806 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2604102.250000 Penalty: 4690.228516
	Iteration 4Q: 3 clusters Score -2604102 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2604432.500000 Penalty: 4690.228516
	Iteration 5Q: 3 clusters Score -2604432 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2604777.500000 Penalty: 4690.228516
	Iteration 6Q: 3 clusters Score -2604778 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2605198.750000 Penalty: 4690.228516
	Iteration 7Q: 3 clusters Score -2605199 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2605642.750000 Penalty: 4690.228516
	Iteration 8Q: 3 clusters Score -2605643 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2606156.250000 Penalty: 4690.228516
	Iteration 9F: 3 clusters Score -2606156 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2606702.000000 Penalty: 4690.228516
	Iteration 10F: 3 clusters Score -2606702 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2607210.500000 Penalty: 4690.228516
	Iteration 11F: 3 clusters Score -2607210 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2607513.250000 Penalty: 4690.228516
	Iteration 12Q: 3 clusters Score -2607513 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2607689.750000 Penalty: 4690.228516
	Iteration 13Q: 3 clusters Score -2607690 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2607808.500000 Penalty: 4690.228516
	Iteration 14Q: 3 clusters Score -2607808 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2607878.750000 Penalty: 4690.228516
	Iteration 15Q: 3 clusters Score -2607879 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2607938.750000 Penalty: 4690.228516
	Iteration 16Q: 3 clusters Score -2607939 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2607972.250000 Penalty: 4690.228516
	Iteration 17Q: 3 clusters Score -2607972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2607986.500000 Penalty: 4690.228516
	Iteration 18Q: 3 clusters Score -2607986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2608006.000000 Penalty: 4690.228516
	Iteration 19Q: 3 clusters Score -2608006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2608023.250000 Penalty: 4690.228516
	Iteration 20F: 3 clusters Score -2608023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2608029.250000 Penalty: 4690.228516
	Iteration 21Q: 3 clusters Score -2608029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2608026.750000 Penalty: 4690.228516
	Iteration 22Q: 3 clusters Score -2608027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2608031.250000 Penalty: 4690.228516
	Iteration 23Q: 3 clusters Score -2608031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2608038.250000 Penalty: 4690.228516
	Iteration 24Q: 3 clusters Score -2608038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2608041.250000 Penalty: 4690.228516
	Iteration 25Q: 3 clusters Score -2608041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2608042.750000 Penalty: 4690.228516
	Iteration 26Q: 3 clusters Score -2608043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2608044.750000 Penalty: 4690.228516
	Iteration 27Q: 3 clusters Score -2608045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2608042.500000 Penalty: 4690.228516
	Iteration 28Q: 3 clusters Score -2608042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2608042.500000 Penalty: 4690.228516
	Iteration 29F: 3 clusters Score -2608042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Entering Unmasked Estep 
Score: -5388088.500000 Penalty: 2538.275879
	Iteration 0F: 2 clusters Score -5388088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -5369212.500000 Penalty: 5076.551758
	Iteration 0F: 3 clusters Score -5369212 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5376129.500000 Penalty: 5076.551758
	Iteration 1F: 3 clusters Score -5376130 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -5376731.500000 Penalty: 5076.551758
	Iteration 2F: 3 clusters Score -5376732 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5377303.500000 Penalty: 5076.551758
	Iteration 3F: 3 clusters Score -5377304 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5377839.000000 Penalty: 5076.551758
	Iteration 4Q: 3 clusters Score -5377839 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5378427.500000 Penalty: 5076.551758
	Iteration 5Q: 3 clusters Score -5378428 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -5379234.500000 Penalty: 5076.551758
	Iteration 6Q: 3 clusters Score -5379234 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -5380258.500000 Penalty: 5076.551758
	Iteration 7F: 3 clusters Score -5380258 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -5381278.500000 Penalty: 5076.551758
	Iteration 8F: 3 clusters Score -5381278 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -5382155.500000 Penalty: 5076.551758
	Iteration 9Q: 3 clusters Score -5382156 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5382749.500000 Penalty: 5076.551758
	Iteration 10Q: 3 clusters Score -5382750 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -5383087.000000 Penalty: 5076.551758
	Iteration 11Q: 3 clusters Score -5383087 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5383248.500000 Penalty: 5076.551758
	Iteration 12Q: 3 clusters Score -5383248 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -5383386.500000 Penalty: 5076.551758
	Iteration 13Q: 3 clusters Score -5383386 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -5383531.500000 Penalty: 5076.551758
	Iteration 14Q: 3 clusters Score -5383532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -5383650.000000 Penalty: 5076.551758
	Iteration 15Q: 3 clusters Score -5383650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5383789.000000 Penalty: 5076.551758
	Iteration 16Q: 3 clusters Score -5383789 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5383893.500000 Penalty: 5076.551758
	Iteration 17Q: 3 clusters Score -5383894 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5383999.500000 Penalty: 5076.551758
	Iteration 18Q: 3 clusters Score -5384000 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5384083.500000 Penalty: 5076.551758
	Iteration 19Q: 3 clusters Score -5384084 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5384135.000000 Penalty: 5076.551758
	Iteration 20F: 3 clusters Score -5384135 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5384184.500000 Penalty: 5076.551758
	Iteration 21Q: 3 clusters Score -5384184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5384252.500000 Penalty: 5076.551758
	Iteration 22Q: 3 clusters Score -5384252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -5384314.500000 Penalty: 5076.551758
	Iteration 23Q: 3 clusters Score -5384314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5384368.000000 Penalty: 5076.551758
	Iteration 24Q: 3 clusters Score -5384368 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5384423.000000 Penalty: 5076.551758
	Iteration 25Q: 3 clusters Score -5384423 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -5384444.500000 Penalty: 5076.551758
	Iteration 26Q: 3 clusters Score -5384444 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5384499.000000 Penalty: 5076.551758
	Iteration 27Q: 3 clusters Score -5384499 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -5384525.000000 Penalty: 5076.551758
	Iteration 28Q: 3 clusters Score -5384525 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5384550.500000 Penalty: 5076.551758
	Iteration 29Q: 3 clusters Score -5384550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5384568.000000 Penalty: 5076.551758
	Iteration 30Q: 3 clusters Score -5384568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5384575.500000 Penalty: 5076.551758
	Iteration 31Q: 3 clusters Score -5384576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5384583.500000 Penalty: 5076.551758
	Iteration 32Q: 3 clusters Score -5384584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5384603.000000 Penalty: 5076.551758
	Iteration 33Q: 3 clusters Score -5384603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -5384619.500000 Penalty: 5076.551758
	Iteration 34Q: 3 clusters Score -5384620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5384632.500000 Penalty: 5076.551758
	Iteration 35Q: 3 clusters Score -5384632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5384650.500000 Penalty: 5076.551758
	Iteration 36Q: 3 clusters Score -5384650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5384683.500000 Penalty: 5076.551758
	Iteration 37Q: 3 clusters Score -5384684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5384703.000000 Penalty: 5076.551758
	Iteration 38Q: 3 clusters Score -5384703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -5384729.000000 Penalty: 5076.551758
	Iteration 39Q: 3 clusters Score -5384729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5384755.000000 Penalty: 5076.551758
	Iteration 40F: 3 clusters Score -5384755 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5384780.500000 Penalty: 5076.551758
	Iteration 41Q: 3 clusters Score -5384780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5384805.000000 Penalty: 5076.551758
	Iteration 42Q: 3 clusters Score -5384805 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5384824.500000 Penalty: 5076.551758
	Iteration 43Q: 3 clusters Score -5384824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5384846.000000 Penalty: 5076.551758
	Iteration 44Q: 3 clusters Score -5384846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -5384871.500000 Penalty: 5076.551758
	Iteration 45Q: 3 clusters Score -5384872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5384930.500000 Penalty: 5076.551758
	Iteration 46Q: 3 clusters Score -5384930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -5384967.000000 Penalty: 5076.551758
	Iteration 47Q: 3 clusters Score -5384967 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5385004.000000 Penalty: 5076.551758
	Iteration 48Q: 3 clusters Score -5385004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5385043.000000 Penalty: 5076.551758
	Iteration 49Q: 3 clusters Score -5385043 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -5385086.000000 Penalty: 5076.551758
	Iteration 50Q: 3 clusters Score -5385086 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5385118.000000 Penalty: 5076.551758
	Iteration 51Q: 3 clusters Score -5385118 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -5385146.500000 Penalty: 5076.551758
	Iteration 52Q: 3 clusters Score -5385146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -5385171.000000 Penalty: 5076.551758
	Iteration 53Q: 3 clusters Score -5385171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5385210.000000 Penalty: 5076.551758
	Iteration 54Q: 3 clusters Score -5385210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -5385241.500000 Penalty: 5076.551758
	Iteration 55Q: 3 clusters Score -5385242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5385264.500000 Penalty: 5076.551758
	Iteration 56Q: 3 clusters Score -5385264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5385292.000000 Penalty: 5076.551758
	Iteration 57Q: 3 clusters Score -5385292 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5385322.500000 Penalty: 5076.551758
	Iteration 58Q: 3 clusters Score -5385322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -5385362.000000 Penalty: 5076.551758
	Iteration 59Q: 3 clusters Score -5385362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5385408.000000 Penalty: 5076.551758
	Iteration 60F: 3 clusters Score -5385408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -5385446.000000 Penalty: 5076.551758
	Iteration 61Q: 3 clusters Score -5385446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -5385463.500000 Penalty: 5076.551758
	Iteration 62Q: 3 clusters Score -5385464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -5385481.500000 Penalty: 5076.551758
	Iteration 63Q: 3 clusters Score -5385482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -5385485.000000 Penalty: 5076.551758
	Iteration 64Q: 3 clusters Score -5385485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -5385503.500000 Penalty: 5076.551758
	Iteration 65Q: 3 clusters Score -5385504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5385532.000000 Penalty: 5076.551758
	Iteration 66Q: 3 clusters Score -5385532 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -5385548.000000 Penalty: 5076.551758
	Iteration 67Q: 3 clusters Score -5385548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -5385579.500000 Penalty: 5076.551758
	Iteration 68Q: 3 clusters Score -5385580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5385590.000000 Penalty: 5076.551758
	Iteration 69Q: 3 clusters Score -5385590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5385623.000000 Penalty: 5076.551758
	Iteration 70Q: 3 clusters Score -5385623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -5385637.000000 Penalty: 5076.551758
	Iteration 71Q: 3 clusters Score -5385637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -5385646.000000 Penalty: 5076.551758
	Iteration 72Q: 3 clusters Score -5385646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -5385660.000000 Penalty: 5076.551758
	Iteration 73Q: 3 clusters Score -5385660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5385694.500000 Penalty: 5076.551758
	Iteration 74Q: 3 clusters Score -5385694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -5385717.000000 Penalty: 5076.551758
	Iteration 75Q: 3 clusters Score -5385717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -5385728.000000 Penalty: 5076.551758
	Iteration 76Q: 3 clusters Score -5385728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -5385734.500000 Penalty: 5076.551758
	Iteration 77Q: 3 clusters Score -5385734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -5385732.000000 Penalty: 5076.551758
	Iteration 78Q: 3 clusters Score -5385732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -5385745.500000 Penalty: 5076.551758
	Iteration 79Q: 3 clusters Score -5385746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5385753.500000 Penalty: 5076.551758
	Iteration 80F: 3 clusters Score -5385754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5385761.500000 Penalty: 5076.551758
	Iteration 81Q: 3 clusters Score -5385762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -5385763.000000 Penalty: 5076.551758
	Iteration 82Q: 3 clusters Score -5385763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5385771.000000 Penalty: 5076.551758
	Iteration 83Q: 3 clusters Score -5385771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -5385780.000000 Penalty: 5076.551758
	Iteration 84Q: 3 clusters Score -5385780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -5385789.000000 Penalty: 5076.551758
	Iteration 85Q: 3 clusters Score -5385789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5385787.000000 Penalty: 5076.551758
	Iteration 86Q: 3 clusters Score -5385787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -5385796.500000 Penalty: 5076.551758
	Iteration 87Q: 3 clusters Score -5385796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5385802.500000 Penalty: 5076.551758
	Iteration 88Q: 3 clusters Score -5385802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5385810.000000 Penalty: 5076.551758
	Iteration 89Q: 3 clusters Score -5385810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5385803.000000 Penalty: 5076.551758
	Iteration 90Q: 3 clusters Score -5385803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -5385804.000000 Penalty: 5076.551758
	Iteration 91Q: 3 clusters Score -5385804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5385806.000000 Penalty: 5076.551758
	Iteration 92Q: 3 clusters Score -5385806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -5385810.000000 Penalty: 5076.551758
	Iteration 93Q: 3 clusters Score -5385810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -5385817.500000 Penalty: 5076.551758
	Iteration 94Q: 3 clusters Score -5385818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -5385817.500000 Penalty: 5076.551758
	Iteration 95Q: 3 clusters Score -5385818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5385821.000000 Penalty: 5076.551758
	Iteration 96Q: 3 clusters Score -5385821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5385821.500000 Penalty: 5076.551758
	Iteration 97Q: 3 clusters Score -5385822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5385822.000000 Penalty: 5076.551758
	Iteration 98Q: 3 clusters Score -5385822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -5385826.000000 Penalty: 5076.551758
	Iteration 99Q: 3 clusters Score -5385826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5385828.000000 Penalty: 5076.551758
	Iteration 100F: 3 clusters Score -5385828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5385828.000000 Penalty: 5076.551758
	Iteration 101Q: 3 clusters Score -5385828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -5385833.500000 Penalty: 5076.551758
	Iteration 102Q: 3 clusters Score -5385834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -5385835.000000 Penalty: 5076.551758
	Iteration 103Q: 3 clusters Score -5385835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5385829.000000 Penalty: 5076.551758
	Iteration 104Q: 3 clusters Score -5385829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -5385823.500000 Penalty: 5076.551758
	Iteration 105Q: 3 clusters Score -5385824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -5385835.000000 Penalty: 5076.551758
	Iteration 106Q: 3 clusters Score -5385835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -5385841.500000 Penalty: 5076.551758
	Iteration 107Q: 3 clusters Score -5385842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5385841.000000 Penalty: 5076.551758
	Iteration 108Q: 3 clusters Score -5385841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -5385838.000000 Penalty: 5076.551758
	Iteration 109Q: 3 clusters Score -5385838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -5385836.500000 Penalty: 5076.551758
	Iteration 110Q: 3 clusters Score -5385836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5385840.500000 Penalty: 5076.551758
	Iteration 111Q: 3 clusters Score -5385840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5385844.500000 Penalty: 5076.551758
	Iteration 112Q: 3 clusters Score -5385844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5385852.000000 Penalty: 5076.551758
	Iteration 113Q: 3 clusters Score -5385852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -5385852.500000 Penalty: 5076.551758
	Iteration 114Q: 3 clusters Score -5385852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -5385848.500000 Penalty: 5076.551758
	Iteration 115Q: 3 clusters Score -5385848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5385848.500000 Penalty: 5076.551758
	Iteration 116Q: 3 clusters Score -5385848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5385851.500000 Penalty: 5076.551758
	Iteration 117Q: 3 clusters Score -5385852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -5385858.000000 Penalty: 5076.551758
	Iteration 118Q: 3 clusters Score -5385858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -5385859.000000 Penalty: 5076.551758
	Iteration 119Q: 3 clusters Score -5385859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5385858.000000 Penalty: 5076.551758
	Iteration 120F: 3 clusters Score -5385858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5385857.500000 Penalty: 5076.551758
	Iteration 121Q: 3 clusters Score -5385858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5385860.000000 Penalty: 5076.551758
	Iteration 122Q: 3 clusters Score -5385860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5385853.000000 Penalty: 5076.551758
	Iteration 123Q: 3 clusters Score -5385853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -5385860.000000 Penalty: 5076.551758
	Iteration 124Q: 3 clusters Score -5385860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -5385860.000000 Penalty: 5076.551758
	Iteration 125F: 3 clusters Score -5385860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32456.187500 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32456.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32543.460938 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32543.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32574.048828 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32574.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32589.824219 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -32589.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32602.830078 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -32602.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32617.621094 Penalty: 2642.626465
	Iteration 5Q: 3 clusters Score -32617.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -32617.621094 Penalty: 2642.626465
	Iteration 6F: 3 clusters Score -32617.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Entering Unmasked Estep 
Score: -4927001.000000 Penalty: 2526.350830
	Iteration 0F: 2 clusters Score -4927001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4908845.500000 Penalty: 5052.701660
	Iteration 0F: 3 clusters Score -4908846 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4915284.000000 Penalty: 5052.701660
	Iteration 1F: 3 clusters Score -4915284 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4915665.500000 Penalty: 5052.701660
	Iteration 2Q: 3 clusters Score -4915666 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4915984.000000 Penalty: 5052.701660
	Iteration 3Q: 3 clusters Score -4915984 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -4916305.000000 Penalty: 5052.701660
	Iteration 4Q: 3 clusters Score -4916305 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4916666.500000 Penalty: 5052.701660
	Iteration 5Q: 3 clusters Score -4916666 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -4917133.500000 Penalty: 5052.701660
	Iteration 6Q: 3 clusters Score -4917134 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4917648.000000 Penalty: 5052.701660
	Iteration 7Q: 3 clusters Score -4917648 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4918313.500000 Penalty: 5052.701660
	Iteration 8Q: 3 clusters Score -4918314 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -4919087.000000 Penalty: 5052.701660
	Iteration 9Q: 3 clusters Score -4919087 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -4919832.000000 Penalty: 5052.701660
	Iteration 10Q: 3 clusters Score -4919832 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4920608.000000 Penalty: 5052.701660
	Iteration 11Q: 3 clusters Score -4920608 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4921381.000000 Penalty: 5052.701660
	Iteration 12Q: 3 clusters Score -4921381 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4921964.500000 Penalty: 5052.701660
	Iteration 13Q: 3 clusters Score -4921964 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4922517.000000 Penalty: 5052.701660
	Iteration 14Q: 3 clusters Score -4922517 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4922961.500000 Penalty: 5052.701660
	Iteration 15Q: 3 clusters Score -4922962 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -4923351.500000 Penalty: 5052.701660
	Iteration 16Q: 3 clusters Score -4923352 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4923737.000000 Penalty: 5052.701660
	Iteration 17Q: 3 clusters Score -4923737 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4924027.000000 Penalty: 5052.701660
	Iteration 18Q: 3 clusters Score -4924027 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -4924238.000000 Penalty: 5052.701660
	Iteration 19Q: 3 clusters Score -4924238 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4924380.000000 Penalty: 5052.701660
	Iteration 20F: 3 clusters Score -4924380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -4924493.500000 Penalty: 5052.701660
	Iteration 21Q: 3 clusters Score -4924494 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4924583.000000 Penalty: 5052.701660
	Iteration 22Q: 3 clusters Score -4924583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4924631.000000 Penalty: 5052.701660
	Iteration 23Q: 3 clusters Score -4924631 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4924672.000000 Penalty: 5052.701660
	Iteration 24Q: 3 clusters Score -4924672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -4924719.500000 Penalty: 5052.701660
	Iteration 25Q: 3 clusters Score -4924720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4924745.500000 Penalty: 5052.701660
	Iteration 26Q: 3 clusters Score -4924746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -4924784.000000 Penalty: 5052.701660
	Iteration 27Q: 3 clusters Score -4924784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -4924800.000000 Penalty: 5052.701660
	Iteration 28Q: 3 clusters Score -4924800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -4924812.000000 Penalty: 5052.701660
	Iteration 29Q: 3 clusters Score -4924812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4924823.000000 Penalty: 5052.701660
	Iteration 30Q: 3 clusters Score -4924823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -4924833.500000 Penalty: 5052.701660
	Iteration 31Q: 3 clusters Score -4924834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -4924841.500000 Penalty: 5052.701660
	Iteration 32Q: 3 clusters Score -4924842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -4924851.500000 Penalty: 5052.701660
	Iteration 33Q: 3 clusters Score -4924852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4924857.000000 Penalty: 5052.701660
	Iteration 34Q: 3 clusters Score -4924857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -4924860.000000 Penalty: 5052.701660
	Iteration 35Q: 3 clusters Score -4924860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4924862.000000 Penalty: 5052.701660
	Iteration 36Q: 3 clusters Score -4924862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4924865.000000 Penalty: 5052.701660
	Iteration 37Q: 3 clusters Score -4924865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4924866.000000 Penalty: 5052.701660
	Iteration 38Q: 3 clusters Score -4924866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4924866.000000 Penalty: 5052.701660
	Iteration 39F: 3 clusters Score -4924866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Entering Unmasked Estep 
Score: -5166448.500000 Penalty: 2534.517822
	Iteration 0F: 2 clusters Score -5166448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5147684.000000 Penalty: 5069.035645
	Iteration 0F: 3 clusters Score -5147684 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -5154538.500000 Penalty: 5069.035645
	Iteration 1F: 3 clusters Score -5154538 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -5155033.000000 Penalty: 5069.035645
	Iteration 2F: 3 clusters Score -5155033 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5155456.500000 Penalty: 5069.035645
	Iteration 3Q: 3 clusters Score -5155456 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -5155918.500000 Penalty: 5069.035645
	Iteration 4Q: 3 clusters Score -5155918 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5156513.500000 Penalty: 5069.035645
	Iteration 5Q: 3 clusters Score -5156514 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -5157224.000000 Penalty: 5069.035645
	Iteration 6Q: 3 clusters Score -5157224 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5158106.000000 Penalty: 5069.035645
	Iteration 7F: 3 clusters Score -5158106 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5159162.000000 Penalty: 5069.035645
	Iteration 8F: 3 clusters Score -5159162 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5160306.500000 Penalty: 5069.035645
	Iteration 9F: 3 clusters Score -5160306 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5161280.500000 Penalty: 5069.035645
	Iteration 10Q: 3 clusters Score -5161280 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5162033.000000 Penalty: 5069.035645
	Iteration 11Q: 3 clusters Score -5162033 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5162551.500000 Penalty: 5069.035645
	Iteration 12Q: 3 clusters Score -5162552 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5162904.500000 Penalty: 5069.035645
	Iteration 13Q: 3 clusters Score -5162904 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5163172.500000 Penalty: 5069.035645
	Iteration 14Q: 3 clusters Score -5163172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -5163358.000000 Penalty: 5069.035645
	Iteration 15Q: 3 clusters Score -5163358 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -5163471.000000 Penalty: 5069.035645
	Iteration 16Q: 3 clusters Score -5163471 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5163573.000000 Penalty: 5069.035645
	Iteration 17Q: 3 clusters Score -5163573 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5163655.500000 Penalty: 5069.035645
	Iteration 18Q: 3 clusters Score -5163656 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -5163725.500000 Penalty: 5069.035645
	Iteration 19Q: 3 clusters Score -5163726 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5163823.500000 Penalty: 5069.035645
	Iteration 20F: 3 clusters Score -5163824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5163896.000000 Penalty: 5069.035645
	Iteration 21Q: 3 clusters Score -5163896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -5163952.000000 Penalty: 5069.035645
	Iteration 22Q: 3 clusters Score -5163952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5163987.000000 Penalty: 5069.035645
	Iteration 23Q: 3 clusters Score -5163987 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5164039.000000 Penalty: 5069.035645
	Iteration 24Q: 3 clusters Score -5164039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5164044.500000 Penalty: 5069.035645
	Iteration 25Q: 3 clusters Score -5164044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5164073.000000 Penalty: 5069.035645
	Iteration 26Q: 3 clusters Score -5164073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5164102.000000 Penalty: 5069.035645
	Iteration 27Q: 3 clusters Score -5164102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -5164116.500000 Penalty: 5069.035645
	Iteration 28Q: 3 clusters Score -5164116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5164131.500000 Penalty: 5069.035645
	Iteration 29Q: 3 clusters Score -5164132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -5164138.500000 Penalty: 5069.035645
	Iteration 30Q: 3 clusters Score -5164138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -5164137.500000 Penalty: 5069.035645
	Iteration 31Q: 3 clusters Score -5164138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5164153.500000 Penalty: 5069.035645
	Iteration 32Q: 3 clusters Score -5164154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -5164159.000000 Penalty: 5069.035645
	Iteration 33Q: 3 clusters Score -5164159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -5164166.000000 Penalty: 5069.035645
	Iteration 34Q: 3 clusters Score -5164166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5164166.000000 Penalty: 5069.035645
	Iteration 35Q: 3 clusters Score -5164166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5164178.000000 Penalty: 5069.035645
	Iteration 36Q: 3 clusters Score -5164178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -5164183.500000 Penalty: 5069.035645
	Iteration 37Q: 3 clusters Score -5164184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5164190.000000 Penalty: 5069.035645
	Iteration 38Q: 3 clusters Score -5164190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5164205.000000 Penalty: 5069.035645
	Iteration 39Q: 3 clusters Score -5164205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5164214.000000 Penalty: 5069.035645
	Iteration 40F: 3 clusters Score -5164214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5164222.000000 Penalty: 5069.035645
	Iteration 41Q: 3 clusters Score -5164222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5164235.000000 Penalty: 5069.035645
	Iteration 42Q: 3 clusters Score -5164235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -5164237.500000 Penalty: 5069.035645
	Iteration 43Q: 3 clusters Score -5164238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -5164259.500000 Penalty: 5069.035645
	Iteration 44Q: 3 clusters Score -5164260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5164254.500000 Penalty: 5069.035645
	Iteration 45Q: 3 clusters Score -5164254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -5164255.500000 Penalty: 5069.035645
	Iteration 46Q: 3 clusters Score -5164256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5164266.500000 Penalty: 5069.035645
	Iteration 47Q: 3 clusters Score -5164266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -5164270.500000 Penalty: 5069.035645
	Iteration 48Q: 3 clusters Score -5164270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5164273.000000 Penalty: 5069.035645
	Iteration 49Q: 3 clusters Score -5164273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5164274.500000 Penalty: 5069.035645
	Iteration 50Q: 3 clusters Score -5164274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5164274.500000 Penalty: 5069.035645
	Iteration 51F: 3 clusters Score -5164274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Entering Unmasked Estep 
Score: -6559029.000000 Penalty: 2595.776123
	Iteration 0F: 2 clusters Score -6559029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6536006.500000 Penalty: 5191.552246
	Iteration 0F: 3 clusters Score -6536006 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6544696.500000 Penalty: 5191.552246
	Iteration 1F: 3 clusters Score -6544696 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -6545120.500000 Penalty: 5191.552246
	Iteration 2Q: 3 clusters Score -6545120 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6545522.000000 Penalty: 5191.552246
	Iteration 3Q: 3 clusters Score -6545522 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6545915.000000 Penalty: 5191.552246
	Iteration 4Q: 3 clusters Score -6545915 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -6546364.000000 Penalty: 5191.552246
	Iteration 5Q: 3 clusters Score -6546364 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -6546893.500000 Penalty: 5191.552246
	Iteration 6Q: 3 clusters Score -6546894 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6547613.000000 Penalty: 5191.552246
	Iteration 7Q: 3 clusters Score -6547613 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -6548623.000000 Penalty: 5191.552246
	Iteration 8Q: 3 clusters Score -6548623 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -6550070.000000 Penalty: 5191.552246
	Iteration 9F: 3 clusters Score -6550070 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -6551607.500000 Penalty: 5191.552246
	Iteration 10F: 3 clusters Score -6551608 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -6552763.000000 Penalty: 5191.552246
	Iteration 11F: 3 clusters Score -6552763 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -6553327.000000 Penalty: 5191.552246
	Iteration 12Q: 3 clusters Score -6553327 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -6553588.500000 Penalty: 5191.552246
	Iteration 13Q: 3 clusters Score -6553588 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6553791.000000 Penalty: 5191.552246
	Iteration 14Q: 3 clusters Score -6553791 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6553990.500000 Penalty: 5191.552246
	Iteration 15Q: 3 clusters Score -6553990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6554163.000000 Penalty: 5191.552246
	Iteration 16Q: 3 clusters Score -6554163 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -6554295.000000 Penalty: 5191.552246
	Iteration 17Q: 3 clusters Score -6554295 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -6554363.500000 Penalty: 5191.552246
	Iteration 18Q: 3 clusters Score -6554364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -6554438.500000 Penalty: 5191.552246
	Iteration 19Q: 3 clusters Score -6554438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -6554480.000000 Penalty: 5191.552246
	Iteration 20F: 3 clusters Score -6554480 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -6554541.000000 Penalty: 5191.552246
	Iteration 21Q: 3 clusters Score -6554541 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -6554573.000000 Penalty: 5191.552246
	Iteration 22Q: 3 clusters Score -6554573 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -6554603.500000 Penalty: 5191.552246
	Iteration 23Q: 3 clusters Score -6554604 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6554652.500000 Penalty: 5191.552246
	Iteration 24Q: 3 clusters Score -6554652 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -6554657.000000 Penalty: 5191.552246
	Iteration 25Q: 3 clusters Score -6554657 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -6554675.000000 Penalty: 5191.552246
	Iteration 26Q: 3 clusters Score -6554675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -6554697.500000 Penalty: 5191.552246
	Iteration 27Q: 3 clusters Score -6554698 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6554723.000000 Penalty: 5191.552246
	Iteration 28Q: 3 clusters Score -6554723 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6554743.000000 Penalty: 5191.552246
	Iteration 29Q: 3 clusters Score -6554743 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -6554730.000000 Penalty: 5191.552246
	Iteration 30Q: 3 clusters Score -6554730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -6554736.000000 Penalty: 5191.552246
	Iteration 31Q: 3 clusters Score -6554736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6554738.500000 Penalty: 5191.552246
	Iteration 32Q: 3 clusters Score -6554738 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -6554760.500000 Penalty: 5191.552246
	Iteration 33Q: 3 clusters Score -6554760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6554756.000000 Penalty: 5191.552246
	Iteration 34Q: 3 clusters Score -6554756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6554763.500000 Penalty: 5191.552246
	Iteration 35Q: 3 clusters Score -6554764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -6554771.500000 Penalty: 5191.552246
	Iteration 36Q: 3 clusters Score -6554772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -6554777.500000 Penalty: 5191.552246
	Iteration 37Q: 3 clusters Score -6554778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -6554775.000000 Penalty: 5191.552246
	Iteration 38Q: 3 clusters Score -6554775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -6554781.500000 Penalty: 5191.552246
	Iteration 39Q: 3 clusters Score -6554782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -6554760.500000 Penalty: 5191.552246
	Iteration 40F: 3 clusters Score -6554760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -6554756.000000 Penalty: 5191.552246
	Iteration 41Q: 3 clusters Score -6554756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6554777.500000 Penalty: 5191.552246
	Iteration 42Q: 3 clusters Score -6554778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -6554804.000000 Penalty: 5191.552246
	Iteration 43Q: 3 clusters Score -6554804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6554799.500000 Penalty: 5191.552246
	Iteration 44Q: 3 clusters Score -6554800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6554821.500000 Penalty: 5191.552246
	Iteration 45Q: 3 clusters Score -6554822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6554818.000000 Penalty: 5191.552246
	Iteration 46Q: 3 clusters Score -6554818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -6554816.000000 Penalty: 5191.552246
	Iteration 47Q: 3 clusters Score -6554816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -6554799.000000 Penalty: 5191.552246
	Iteration 48Q: 3 clusters Score -6554799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -6554815.000000 Penalty: 5191.552246
	Iteration 49Q: 3 clusters Score -6554815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -6554812.500000 Penalty: 5191.552246
	Iteration 50Q: 3 clusters Score -6554812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6554817.500000 Penalty: 5191.552246
	Iteration 51Q: 3 clusters Score -6554818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -6554836.000000 Penalty: 5191.552246
	Iteration 52Q: 3 clusters Score -6554836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6554835.500000 Penalty: 5191.552246
	Iteration 53Q: 3 clusters Score -6554836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -6554832.000000 Penalty: 5191.552246
	Iteration 54Q: 3 clusters Score -6554832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -6554826.500000 Penalty: 5191.552246
	Iteration 55Q: 3 clusters Score -6554826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6554828.000000 Penalty: 5191.552246
	Iteration 56Q: 3 clusters Score -6554828 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6554828 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6554829 nChanged 17
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Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6554830 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6554831 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6554834 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6554831 nChanged 35
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Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6554836 nChanged 32
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Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6554818 nChanged 26
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Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6554832 nChanged 25
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Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6554836 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6554844 nChanged 22
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Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6554850 nChanged 20
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Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6554843 nChanged 29
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Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6554845 nChanged 35
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Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6554846 nChanged 43
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Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6554856 nChanged 42
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Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6554858 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6554874 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6554870 nChanged 31
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Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6554850 nChanged 40
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Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6554856 nChanged 44
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Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6554850 nChanged 31
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Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 19038 members 
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	Iteration 79Q: 3 clusters Score -6554858 nChanged 31
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Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6554850 nChanged 45
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Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6554852 nChanged 44
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Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6554860 nChanged 42
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Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 19188 members 
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	Iteration 83Q: 3 clusters Score -6554853 nChanged 41
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Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6554856 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6554862 nChanged 39
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Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 19302 members 
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	Iteration 86Q: 3 clusters Score -6554868 nChanged 43
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Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6554864 nChanged 44
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Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 19387 members 
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	Iteration 88Q: 3 clusters Score -6554854 nChanged 34
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Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 19421 members 
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	Iteration 89Q: 3 clusters Score -6554869 nChanged 33
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Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6554874 nChanged 41
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Mstep: Class 1 contains 15636 members 
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Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 19534 members 
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	Iteration 92Q: 3 clusters Score -6554864 nChanged 31
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	Iteration 93Q: 3 clusters Score -6554860 nChanged 26
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Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 19591 members 
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	Iteration 94Q: 3 clusters Score -6554856 nChanged 28
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Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6554863 nChanged 28
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Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 19645 members 
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	Iteration 96Q: 3 clusters Score -6554870 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6554858 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19708 members 
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	Iteration 98Q: 3 clusters Score -6554864 nChanged 33
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Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 19741 members 
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Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 19777 members 
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	Iteration 100F: 3 clusters Score -6554864 nChanged 36
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Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 19813 members 
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	Iteration 101Q: 3 clusters Score -6554856 nChanged 35
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Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 19848 members 
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	Iteration 102Q: 3 clusters Score -6554850 nChanged 37
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Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 19885 members 
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	Iteration 103Q: 3 clusters Score -6554858 nChanged 30
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	Iteration 104Q: 3 clusters Score -6554852 nChanged 21
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Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 19934 members 
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	Iteration 105Q: 3 clusters Score -6554858 nChanged 25
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Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 19957 members 
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	Iteration 106Q: 3 clusters Score -6554867 nChanged 22
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Mstep: Class 2 contains 19975 members 
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	Iteration 107Q: 3 clusters Score -6554864 nChanged 28
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	Iteration 108Q: 3 clusters Score -6554860 nChanged 20
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Mstep: Class 1 contains 15110 members 
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	Iteration 109Q: 3 clusters Score -6554860 nChanged 19
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	Iteration 110Q: 3 clusters Score -6554850 nChanged 18
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Mstep: Class 1 contains 15079 members 
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	Iteration 111Q: 3 clusters Score -6554864 nChanged 18
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	Iteration 112Q: 3 clusters Score -6554862 nChanged 25
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	Iteration 113Q: 3 clusters Score -6554861 nChanged 28
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Mstep: Class 1 contains 15008 members 
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	Iteration 114Q: 3 clusters Score -6554854 nChanged 20
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Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 20139 members 
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	Iteration 115Q: 3 clusters Score -6554859 nChanged 15
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	Iteration 116Q: 3 clusters Score -6554856 nChanged 17
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	Iteration 117Q: 3 clusters Score -6554848 nChanged 14
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	Iteration 118Q: 3 clusters Score -6554850 nChanged 12
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	Iteration 119Q: 3 clusters Score -6554850 nChanged 13
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	Iteration 120F: 3 clusters Score -6554848 nChanged 20
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Mstep: Class 1 contains 14903 members 
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	Iteration 121Q: 3 clusters Score -6554852 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 20245 members 
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	Iteration 122Q: 3 clusters Score -6554846 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20263 members 
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	Iteration 123Q: 3 clusters Score -6554856 nChanged 24
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	Iteration 124Q: 3 clusters Score -6554854 nChanged 25
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	Iteration 125Q: 3 clusters Score -6554848 nChanged 31
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	Iteration 126Q: 3 clusters Score -6554856 nChanged 29
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	Iteration 127Q: 3 clusters Score -6554862 nChanged 31
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	Iteration 128Q: 3 clusters Score -6554848 nChanged 31
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	Iteration 129Q: 3 clusters Score -6554849 nChanged 32
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	Iteration 130Q: 3 clusters Score -6554842 nChanged 34
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	Iteration 131Q: 3 clusters Score -6554852 nChanged 38
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	Iteration 132Q: 3 clusters Score -6554854 nChanged 32
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	Iteration 133Q: 3 clusters Score -6554868 nChanged 30
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	Iteration 134Q: 3 clusters Score -6554871 nChanged 22
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	Iteration 135Q: 3 clusters Score -6554874 nChanged 21
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	Iteration 136Q: 3 clusters Score -6554875 nChanged 15
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	Iteration 137Q: 3 clusters Score -6554879 nChanged 20
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	Iteration 138Q: 3 clusters Score -6554889 nChanged 26
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	Iteration 139Q: 3 clusters Score -6554876 nChanged 25
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	Iteration 140F: 3 clusters Score -6554879 nChanged 39
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	Iteration 141Q: 3 clusters Score -6554880 nChanged 27
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	Iteration 142Q: 3 clusters Score -6554873 nChanged 31
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	Iteration 143Q: 3 clusters Score -6554870 nChanged 51
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	Iteration 144Q: 3 clusters Score -6554884 nChanged 54
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	Iteration 145Q: 3 clusters Score -6554887 nChanged 44
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	Iteration 146Q: 3 clusters Score -6554895 nChanged 38
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	Iteration 147Q: 3 clusters Score -6554879 nChanged 46
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	Iteration 148Q: 3 clusters Score -6554878 nChanged 46
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	Iteration 149Q: 3 clusters Score -6554870 nChanged 39
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6554868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6554882.500000 Penalty: 5191.552246
	Iteration 151Q: 3 clusters Score -6554882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6554874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -6554873.000000 Penalty: 5191.552246
	Iteration 153Q: 3 clusters Score -6554873 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6554871 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6554879.500000 Penalty: 5191.552246
	Iteration 155Q: 3 clusters Score -6554880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6554874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -6554889.500000 Penalty: 5191.552246
	Iteration 157Q: 3 clusters Score -6554890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6554892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6554882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -6554880.500000 Penalty: 5191.552246
	Iteration 160F: 3 clusters Score -6554880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -6554890.500000 Penalty: 5191.552246
	Iteration 161Q: 3 clusters Score -6554890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -6554893.500000 Penalty: 5191.552246
	Iteration 162Q: 3 clusters Score -6554894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -6554903.000000 Penalty: 5191.552246
	Iteration 163Q: 3 clusters Score -6554903 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6554893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6554900.000000 Penalty: 5191.552246
	Iteration 165Q: 3 clusters Score -6554900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6554900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6554902.000000 Penalty: 5191.552246
	Iteration 167Q: 3 clusters Score -6554902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -6554904.500000 Penalty: 5191.552246
	Iteration 168Q: 3 clusters Score -6554904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -6554898.500000 Penalty: 5191.552246
	Iteration 169Q: 3 clusters Score -6554898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -6554885.500000 Penalty: 5191.552246
	Iteration 170Q: 3 clusters Score -6554886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6554894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6554908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -6554921.000000 Penalty: 5191.552246
	Iteration 173Q: 3 clusters Score -6554921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6554916.000000 Penalty: 5191.552246
	Iteration 174Q: 3 clusters Score -6554916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -6554941.500000 Penalty: 5191.552246
	Iteration 175Q: 3 clusters Score -6554942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6554939.500000 Penalty: 5191.552246
	Iteration 176Q: 3 clusters Score -6554940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -6554937.500000 Penalty: 5191.552246
	Iteration 177Q: 3 clusters Score -6554938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -6554944.500000 Penalty: 5191.552246
	Iteration 178Q: 3 clusters Score -6554944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6554951.000000 Penalty: 5191.552246
	Iteration 179Q: 3 clusters Score -6554951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -6554941.000000 Penalty: 5191.552246
	Iteration 180F: 3 clusters Score -6554941 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6554927.000000 Penalty: 5191.552246
	Iteration 181Q: 3 clusters Score -6554927 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -6554942.000000 Penalty: 5191.552246
	Iteration 182Q: 3 clusters Score -6554942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -6554956.500000 Penalty: 5191.552246
	Iteration 183Q: 3 clusters Score -6554956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -6554936.500000 Penalty: 5191.552246
	Iteration 184Q: 3 clusters Score -6554936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6554937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6554954.000000 Penalty: 5191.552246
	Iteration 186Q: 3 clusters Score -6554954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -6554970.000000 Penalty: 5191.552246
	Iteration 187Q: 3 clusters Score -6554970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -6554970.000000 Penalty: 5191.552246
	Iteration 188Q: 3 clusters Score -6554970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -6554970.500000 Penalty: 5191.552246
	Iteration 189Q: 3 clusters Score -6554970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -6554985.000000 Penalty: 5191.552246
	Iteration 190Q: 3 clusters Score -6554985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6554974.000000 Penalty: 5191.552246
	Iteration 191Q: 3 clusters Score -6554974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6554972.500000 Penalty: 5191.552246
	Iteration 192Q: 3 clusters Score -6554972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -6554981.500000 Penalty: 5191.552246
	Iteration 193Q: 3 clusters Score -6554982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6555004.500000 Penalty: 5191.552246
	Iteration 194Q: 3 clusters Score -6555004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -6555004.500000 Penalty: 5191.552246
	Iteration 195Q: 3 clusters Score -6555004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6555009.000000 Penalty: 5191.552246
	Iteration 196Q: 3 clusters Score -6555009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -6555012.500000 Penalty: 5191.552246
	Iteration 197Q: 3 clusters Score -6555012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6555022.500000 Penalty: 5191.552246
	Iteration 198Q: 3 clusters Score -6555022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -6555019.000000 Penalty: 5191.552246
	Iteration 199Q: 3 clusters Score -6555019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -6555017.500000 Penalty: 5191.552246
	Iteration 200F: 3 clusters Score -6555018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6555014.500000 Penalty: 5191.552246
	Iteration 201Q: 3 clusters Score -6555014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -6555017.500000 Penalty: 5191.552246
	Iteration 202Q: 3 clusters Score -6555018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6555016.000000 Penalty: 5191.552246
	Iteration 203Q: 3 clusters Score -6555016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -6555017.500000 Penalty: 5191.552246
	Iteration 204Q: 3 clusters Score -6555018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -6555018.500000 Penalty: 5191.552246
	Iteration 205Q: 3 clusters Score -6555018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -6555016.500000 Penalty: 5191.552246
	Iteration 206Q: 3 clusters Score -6555016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -6555023.000000 Penalty: 5191.552246
	Iteration 207Q: 3 clusters Score -6555023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -6555020.000000 Penalty: 5191.552246
	Iteration 208Q: 3 clusters Score -6555020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -6555023.000000 Penalty: 5191.552246
	Iteration 209Q: 3 clusters Score -6555023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -6555023.000000 Penalty: 5191.552246
	Iteration 210Q: 3 clusters Score -6555023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -6555029.500000 Penalty: 5191.552246
	Iteration 211Q: 3 clusters Score -6555030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -6555030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -6555020.500000 Penalty: 5191.552246
	Iteration 213Q: 3 clusters Score -6555020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -6555020.500000 Penalty: 5191.552246
	Iteration 214Q: 3 clusters Score -6555020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6555019.000000 Penalty: 5191.552246
	Iteration 215Q: 3 clusters Score -6555019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -6555021.500000 Penalty: 5191.552246
	Iteration 216Q: 3 clusters Score -6555022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -6555019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -6555021.000000 Penalty: 5191.552246
	Iteration 218Q: 3 clusters Score -6555021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -6555014.000000 Penalty: 5191.552246
	Iteration 219Q: 3 clusters Score -6555014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -6555018.500000 Penalty: 5191.552246
	Iteration 220F: 3 clusters Score -6555018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -6555018.000000 Penalty: 5191.552246
	Iteration 221Q: 3 clusters Score -6555018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6555029.500000 Penalty: 5191.552246
	Iteration 222Q: 3 clusters Score -6555030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -6555017.000000 Penalty: 5191.552246
	Iteration 223Q: 3 clusters Score -6555017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -6555022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
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	Iteration 225F: 3 clusters Score -6555022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26403 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -5124868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5106858 nChanged 11892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5113362 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5113800 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -5114170 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -5114480.500000 Penalty: 5049.891113
	Iteration 4Q: 3 clusters Score -5114480 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -5114801.500000 Penalty: 5049.891113
	Iteration 5Q: 3 clusters Score -5114802 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5115231.500000 Penalty: 5049.891113
	Iteration 6Q: 3 clusters Score -5115232 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5115745.500000 Penalty: 5049.891113
	Iteration 7Q: 3 clusters Score -5115746 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -5116517.000000 Penalty: 5049.891113
	Iteration 8F: 3 clusters Score -5116517 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5117460.000000 Penalty: 5049.891113
	Iteration 9F: 3 clusters Score -5117460 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -5118540.500000 Penalty: 5049.891113
	Iteration 10F: 3 clusters Score -5118540 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5119621.500000 Penalty: 5049.891113
	Iteration 11F: 3 clusters Score -5119622 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -5120730.000000 Penalty: 5049.891113
	Iteration 12Q: 3 clusters Score -5120730 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5121460.500000 Penalty: 5049.891113
	Iteration 13Q: 3 clusters Score -5121460 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5121887.000000 Penalty: 5049.891113
	Iteration 14Q: 3 clusters Score -5121887 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -5122166.000000 Penalty: 5049.891113
	Iteration 15Q: 3 clusters Score -5122166 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5122334.500000 Penalty: 5049.891113
	Iteration 16Q: 3 clusters Score -5122334 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5122440.000000 Penalty: 5049.891113
	Iteration 17Q: 3 clusters Score -5122440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -5122519.500000 Penalty: 5049.891113
	Iteration 18Q: 3 clusters Score -5122520 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -5122579.000000 Penalty: 5049.891113
	Iteration 19Q: 3 clusters Score -5122579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5122605.500000 Penalty: 5049.891113
	Iteration 20F: 3 clusters Score -5122606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5122635.000000 Penalty: 5049.891113
	Iteration 21Q: 3 clusters Score -5122635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5122645.500000 Penalty: 5049.891113
	Iteration 22Q: 3 clusters Score -5122646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -5122663.500000 Penalty: 5049.891113
	Iteration 23Q: 3 clusters Score -5122664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5122682.500000 Penalty: 5049.891113
	Iteration 24Q: 3 clusters Score -5122682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5122690.500000 Penalty: 5049.891113
	Iteration 25Q: 3 clusters Score -5122690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5122701.500000 Penalty: 5049.891113
	Iteration 26Q: 3 clusters Score -5122702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -5122709.000000 Penalty: 5049.891113
	Iteration 27Q: 3 clusters Score -5122709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5122712.500000 Penalty: 5049.891113
	Iteration 28Q: 3 clusters Score -5122712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5122714.500000 Penalty: 5049.891113
	Iteration 29Q: 3 clusters Score -5122714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -5122714.500000 Penalty: 5049.891113
	Iteration 30F: 3 clusters Score -5122714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -384971.718750 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -384971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -382261.437500 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -382261.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -382757.843750 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -382757.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -382897.875000 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -382897.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -382990.656250 Penalty: 3804.532715
	Iteration 3Q: 3 clusters Score -382990.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -383071.468750 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -383071.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -383179.656250 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -383179.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -383331.218750 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -383331.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -383480.531250 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -383480.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -383595.156250 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -383595.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -383665.281250 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -383665.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -383732.062500 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -383732.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -383789.718750 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -383789.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -383838.312500 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -383838.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -383877.875000 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -383877.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -383905.156250 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -383905.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -383918.156250 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -383918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -383928.281250 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -383928.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -383935.843750 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -383935.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -383943.812500 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -383943.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -383953.125000 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -383953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -383961.562500 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -383961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -383969.156250 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -383969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -383980.593750 Penalty: 3804.532715
	Iteration 22Q: 3 clusters Score -383980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -383987.687500 Penalty: 3804.532715
	Iteration 23Q: 3 clusters Score -383987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -383993.593750 Penalty: 3804.532715
	Iteration 24Q: 3 clusters Score -383993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -384000.937500 Penalty: 3804.532715
	Iteration 25Q: 3 clusters Score -384000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -384003.968750 Penalty: 3804.532715
	Iteration 26Q: 3 clusters Score -384004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -384008.843750 Penalty: 3804.532715
	Iteration 27Q: 3 clusters Score -384008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -384012.406250 Penalty: 3804.532715
	Iteration 28Q: 3 clusters Score -384012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -384014.593750 Penalty: 3804.532715
	Iteration 29Q: 3 clusters Score -384014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -384015.500000 Penalty: 3804.532715
	Iteration 30Q: 3 clusters Score -384015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -384016.406250 Penalty: 3804.532715
	Iteration 31Q: 3 clusters Score -384016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -384016.843750 Penalty: 3804.532715
	Iteration 32Q: 3 clusters Score -384016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -384016.843750 Penalty: 3804.532715
	Iteration 33F: 3 clusters Score -384016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -7322710.000000 Penalty: 2616.182617
	Iteration 0F: 2 clusters Score -7322710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -7298037.000000 Penalty: 5232.365234
	Iteration 0F: 3 clusters Score -7298037 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -7307328.500000 Penalty: 5232.365234
	Iteration 1F: 3 clusters Score -7307328 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -7307738.500000 Penalty: 5232.365234
	Iteration 2Q: 3 clusters Score -7307738 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -7308235.500000 Penalty: 5232.365234
	Iteration 3Q: 3 clusters Score -7308236 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7308748.000000 Penalty: 5232.365234
	Iteration 4Q: 3 clusters Score -7308748 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -7309358.500000 Penalty: 5232.365234
	Iteration 5Q: 3 clusters Score -7309358 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -7310125.000000 Penalty: 5232.365234
	Iteration 6Q: 3 clusters Score -7310125 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7311123.500000 Penalty: 5232.365234
	Iteration 7F: 3 clusters Score -7311124 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -7312525.500000 Penalty: 5232.365234
	Iteration 8F: 3 clusters Score -7312526 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -7314359.500000 Penalty: 5232.365234
	Iteration 9F: 3 clusters Score -7314360 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -7316423.500000 Penalty: 5232.365234
	Iteration 10F: 3 clusters Score -7316424 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7318130.000000 Penalty: 5232.365234
	Iteration 11F: 3 clusters Score -7318130 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7319317.500000 Penalty: 5232.365234
	Iteration 12Q: 3 clusters Score -7319318 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7320063.000000 Penalty: 5232.365234
	Iteration 13Q: 3 clusters Score -7320063 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7320410.000000 Penalty: 5232.365234
	Iteration 14Q: 3 clusters Score -7320410 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7320575.500000 Penalty: 5232.365234
	Iteration 15Q: 3 clusters Score -7320576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7320616.000000 Penalty: 5232.365234
	Iteration 16Q: 3 clusters Score -7320616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7320647.500000 Penalty: 5232.365234
	Iteration 17Q: 3 clusters Score -7320648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7320653.000000 Penalty: 5232.365234
	Iteration 18Q: 3 clusters Score -7320653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7320669.500000 Penalty: 5232.365234
	Iteration 19Q: 3 clusters Score -7320670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7320690.000000 Penalty: 5232.365234
	Iteration 20F: 3 clusters Score -7320690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7320692.000000 Penalty: 5232.365234
	Iteration 21Q: 3 clusters Score -7320692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7320700.000000 Penalty: 5232.365234
	Iteration 22Q: 3 clusters Score -7320700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7320693.000000 Penalty: 5232.365234
	Iteration 23Q: 3 clusters Score -7320693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7320689.000000 Penalty: 5232.365234
	Iteration 24Q: 3 clusters Score -7320689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7320692.500000 Penalty: 5232.365234
	Iteration 25Q: 3 clusters Score -7320692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7320695.500000 Penalty: 5232.365234
	Iteration 26Q: 3 clusters Score -7320696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7320695.000000 Penalty: 5232.365234
	Iteration 27Q: 3 clusters Score -7320695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7320692.000000 Penalty: 5232.365234
	Iteration 28Q: 3 clusters Score -7320692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7320684.500000 Penalty: 5232.365234
	Iteration 29Q: 3 clusters Score -7320684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7320684.500000 Penalty: 5232.365234
	Iteration 30F: 3 clusters Score -7320684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (24349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Entering Unmasked Estep 
Score: -4726955.000000 Penalty: 2504.861084
	Iteration 0F: 2 clusters Score -4726955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4710303.000000 Penalty: 5009.722168
	Iteration 0F: 3 clusters Score -4710303 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4716034.500000 Penalty: 5009.722168
	Iteration 1F: 3 clusters Score -4716034 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4716389.500000 Penalty: 5009.722168
	Iteration 2Q: 3 clusters Score -4716390 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4716665.500000 Penalty: 5009.722168
	Iteration 3Q: 3 clusters Score -4716666 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4716873.500000 Penalty: 5009.722168
	Iteration 4Q: 3 clusters Score -4716874 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4717055.000000 Penalty: 5009.722168
	Iteration 5Q: 3 clusters Score -4717055 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4717176.000000 Penalty: 5009.722168
	Iteration 6Q: 3 clusters Score -4717176 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4717299.000000 Penalty: 5009.722168
	Iteration 7Q: 3 clusters Score -4717299 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4717393.500000 Penalty: 5009.722168
	Iteration 8Q: 3 clusters Score -4717394 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -4717474.000000 Penalty: 5009.722168
	Iteration 9Q: 3 clusters Score -4717474 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4717567.500000 Penalty: 5009.722168
	Iteration 10Q: 3 clusters Score -4717568 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4717647.500000 Penalty: 5009.722168
	Iteration 11Q: 3 clusters Score -4717648 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4717720.000000 Penalty: 5009.722168
	Iteration 12Q: 3 clusters Score -4717720 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4717805.000000 Penalty: 5009.722168
	Iteration 13Q: 3 clusters Score -4717805 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -4717870.000000 Penalty: 5009.722168
	Iteration 14Q: 3 clusters Score -4717870 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4717967.500000 Penalty: 5009.722168
	Iteration 15Q: 3 clusters Score -4717968 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4718060.000000 Penalty: 5009.722168
	Iteration 16Q: 3 clusters Score -4718060 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4718165.500000 Penalty: 5009.722168
	Iteration 17Q: 3 clusters Score -4718166 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -4718291.500000 Penalty: 5009.722168
	Iteration 18Q: 3 clusters Score -4718292 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4718453.500000 Penalty: 5009.722168
	Iteration 19Q: 3 clusters Score -4718454 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -4718675.000000 Penalty: 5009.722168
	Iteration 20F: 3 clusters Score -4718675 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -4718956.500000 Penalty: 5009.722168
	Iteration 21Q: 3 clusters Score -4718956 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4719362.000000 Penalty: 5009.722168
	Iteration 22Q: 3 clusters Score -4719362 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4719796.000000 Penalty: 5009.722168
	Iteration 23Q: 3 clusters Score -4719796 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4720281.500000 Penalty: 5009.722168
	Iteration 24Q: 3 clusters Score -4720282 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4720710.500000 Penalty: 5009.722168
	Iteration 25Q: 3 clusters Score -4720710 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -4721011.500000 Penalty: 5009.722168
	Iteration 26Q: 3 clusters Score -4721012 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4721206.500000 Penalty: 5009.722168
	Iteration 27Q: 3 clusters Score -4721206 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -4721346.500000 Penalty: 5009.722168
	Iteration 28Q: 3 clusters Score -4721346 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -4721447.500000 Penalty: 5009.722168
	Iteration 29Q: 3 clusters Score -4721448 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -4721501.000000 Penalty: 5009.722168
	Iteration 30Q: 3 clusters Score -4721501 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4721582.000000 Penalty: 5009.722168
	Iteration 31Q: 3 clusters Score -4721582 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -4721648.500000 Penalty: 5009.722168
	Iteration 32Q: 3 clusters Score -4721648 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4721736.500000 Penalty: 5009.722168
	Iteration 33Q: 3 clusters Score -4721736 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -4721830.500000 Penalty: 5009.722168
	Iteration 34Q: 3 clusters Score -4721830 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4721891.000000 Penalty: 5009.722168
	Iteration 35Q: 3 clusters Score -4721891 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4721982.500000 Penalty: 5009.722168
	Iteration 36Q: 3 clusters Score -4721982 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4722082.000000 Penalty: 5009.722168
	Iteration 37Q: 3 clusters Score -4722082 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4722204.000000 Penalty: 5009.722168
	Iteration 38Q: 3 clusters Score -4722204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -4722302.000000 Penalty: 5009.722168
	Iteration 39Q: 3 clusters Score -4722302 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -4722430.500000 Penalty: 5009.722168
	Iteration 40F: 3 clusters Score -4722430 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4722525.500000 Penalty: 5009.722168
	Iteration 41Q: 3 clusters Score -4722526 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -4722616.000000 Penalty: 5009.722168
	Iteration 42Q: 3 clusters Score -4722616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4722714.000000 Penalty: 5009.722168
	Iteration 43Q: 3 clusters Score -4722714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4722830.500000 Penalty: 5009.722168
	Iteration 44Q: 3 clusters Score -4722830 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4722945.500000 Penalty: 5009.722168
	Iteration 45Q: 3 clusters Score -4722946 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4723045.000000 Penalty: 5009.722168
	Iteration 46Q: 3 clusters Score -4723045 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4723169.000000 Penalty: 5009.722168
	Iteration 47Q: 3 clusters Score -4723169 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4723284.000000 Penalty: 5009.722168
	Iteration 48Q: 3 clusters Score -4723284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -4723416.500000 Penalty: 5009.722168
	Iteration 49Q: 3 clusters Score -4723416 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4723570.500000 Penalty: 5009.722168
	Iteration 50Q: 3 clusters Score -4723570 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -4723744.000000 Penalty: 5009.722168
	Iteration 51Q: 3 clusters Score -4723744 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4723902.500000 Penalty: 5009.722168
	Iteration 52Q: 3 clusters Score -4723902 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4724035.500000 Penalty: 5009.722168
	Iteration 53Q: 3 clusters Score -4724036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4724150.500000 Penalty: 5009.722168
	Iteration 54Q: 3 clusters Score -4724150 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -4724246.500000 Penalty: 5009.722168
	Iteration 55Q: 3 clusters Score -4724246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4724346.500000 Penalty: 5009.722168
	Iteration 56Q: 3 clusters Score -4724346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4724421.500000 Penalty: 5009.722168
	Iteration 57Q: 3 clusters Score -4724422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -4724484.500000 Penalty: 5009.722168
	Iteration 58Q: 3 clusters Score -4724484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4724528.500000 Penalty: 5009.722168
	Iteration 59Q: 3 clusters Score -4724528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -4724559.000000 Penalty: 5009.722168
	Iteration 60F: 3 clusters Score -4724559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4724588.000000 Penalty: 5009.722168
	Iteration 61Q: 3 clusters Score -4724588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -4724615.500000 Penalty: 5009.722168
	Iteration 62Q: 3 clusters Score -4724616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -4724651.500000 Penalty: 5009.722168
	Iteration 63Q: 3 clusters Score -4724652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -4724678.500000 Penalty: 5009.722168
	Iteration 64Q: 3 clusters Score -4724678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4724688.500000 Penalty: 5009.722168
	Iteration 65Q: 3 clusters Score -4724688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4724709.500000 Penalty: 5009.722168
	Iteration 66Q: 3 clusters Score -4724710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4724720.000000 Penalty: 5009.722168
	Iteration 67Q: 3 clusters Score -4724720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4724723.000000 Penalty: 5009.722168
	Iteration 68Q: 3 clusters Score -4724723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -4724728.000000 Penalty: 5009.722168
	Iteration 69Q: 3 clusters Score -4724728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -4724733.000000 Penalty: 5009.722168
	Iteration 70Q: 3 clusters Score -4724733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -4724739.500000 Penalty: 5009.722168
	Iteration 71Q: 3 clusters Score -4724740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -4724743.500000 Penalty: 5009.722168
	Iteration 72Q: 3 clusters Score -4724744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4724741.500000 Penalty: 5009.722168
	Iteration 73Q: 3 clusters Score -4724742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4724745.500000 Penalty: 5009.722168
	Iteration 74Q: 3 clusters Score -4724746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4724743.000000 Penalty: 5009.722168
	Iteration 75Q: 3 clusters Score -4724743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4724747.000000 Penalty: 5009.722168
	Iteration 76Q: 3 clusters Score -4724747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4724747.000000 Penalty: 5009.722168
	Iteration 77F: 3 clusters Score -4724747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -85386.273438 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -85386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83935.343750 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -83935.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84128.359375 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -84128.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84254.460938 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -84254.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84342.226562 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -84342.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84399.882812 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -84399.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84441.882812 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -84441.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84483.406250 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -84483.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84501.812500 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -84501.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84501.812500 Penalty: 3079.460693
	Iteration 8F: 3 clusters Score -84501.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Entering Unmasked Estep 
Score: -3461364.750000 Penalty: 2419.222412
	Iteration 0F: 2 clusters Score -3461365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3449484.250000 Penalty: 4838.444824
	Iteration 0F: 3 clusters Score -3449484 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3453499.000000 Penalty: 4838.444824
	Iteration 1F: 3 clusters Score -3453499 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3453904.750000 Penalty: 4838.444824
	Iteration 2F: 3 clusters Score -3453905 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3454275.750000 Penalty: 4838.444824
	Iteration 3F: 3 clusters Score -3454276 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3454672.250000 Penalty: 4838.444824
	Iteration 4Q: 3 clusters Score -3454672 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3455149.250000 Penalty: 4838.444824
	Iteration 5F: 3 clusters Score -3455149 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3455741.750000 Penalty: 4838.444824
	Iteration 6F: 3 clusters Score -3455742 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3456532.750000 Penalty: 4838.444824
	Iteration 7F: 3 clusters Score -3456533 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3457376.250000 Penalty: 4838.444824
	Iteration 8F: 3 clusters Score -3457376 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3458074.500000 Penalty: 4838.444824
	Iteration 9Q: 3 clusters Score -3458074 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3458547.000000 Penalty: 4838.444824
	Iteration 10Q: 3 clusters Score -3458547 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3458845.500000 Penalty: 4838.444824
	Iteration 11Q: 3 clusters Score -3458846 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3458993.750000 Penalty: 4838.444824
	Iteration 12Q: 3 clusters Score -3458994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3459093.500000 Penalty: 4838.444824
	Iteration 13Q: 3 clusters Score -3459094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3459161.000000 Penalty: 4838.444824
	Iteration 14Q: 3 clusters Score -3459161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3459197.500000 Penalty: 4838.444824
	Iteration 15Q: 3 clusters Score -3459198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3459228.500000 Penalty: 4838.444824
	Iteration 16Q: 3 clusters Score -3459228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3459246.500000 Penalty: 4838.444824
	Iteration 17Q: 3 clusters Score -3459246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3459257.750000 Penalty: 4838.444824
	Iteration 18Q: 3 clusters Score -3459258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3459267.250000 Penalty: 4838.444824
	Iteration 19Q: 3 clusters Score -3459267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3459275.250000 Penalty: 4838.444824
	Iteration 20F: 3 clusters Score -3459275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3459278.000000 Penalty: 4838.444824
	Iteration 21Q: 3 clusters Score -3459278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3459287.250000 Penalty: 4838.444824
	Iteration 22Q: 3 clusters Score -3459287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3459298.500000 Penalty: 4838.444824
	Iteration 23Q: 3 clusters Score -3459298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3459301.750000 Penalty: 4838.444824
	Iteration 24Q: 3 clusters Score -3459302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3459308.000000 Penalty: 4838.444824
	Iteration 25Q: 3 clusters Score -3459308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3459307.000000 Penalty: 4838.444824
	Iteration 26Q: 3 clusters Score -3459307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3459312.750000 Penalty: 4838.444824
	Iteration 27Q: 3 clusters Score -3459313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3459321.750000 Penalty: 4838.444824
	Iteration 28Q: 3 clusters Score -3459322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3459323.750000 Penalty: 4838.444824
	Iteration 29Q: 3 clusters Score -3459324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3459328.250000 Penalty: 4838.444824
	Iteration 30Q: 3 clusters Score -3459328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3459330.500000 Penalty: 4838.444824
	Iteration 31Q: 3 clusters Score -3459330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3459333.750000 Penalty: 4838.444824
	Iteration 32Q: 3 clusters Score -3459334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3459333.750000 Penalty: 4838.444824
	Iteration 33F: 3 clusters Score -3459334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -4346647.500000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -4346648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4333900.500000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -4333900 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4338967.500000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -4338968 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4339384.500000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -4339384 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4339715.000000 Penalty: 4937.909668
	Iteration 3Q: 3 clusters Score -4339715 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4340006.500000 Penalty: 4937.909668
	Iteration 4Q: 3 clusters Score -4340006 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4340210.000000 Penalty: 4937.909668
	Iteration 5Q: 3 clusters Score -4340210 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4340441.000000 Penalty: 4937.909668
	Iteration 6Q: 3 clusters Score -4340441 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4340719.500000 Penalty: 4937.909668
	Iteration 7Q: 3 clusters Score -4340720 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4341107.000000 Penalty: 4937.909668
	Iteration 8Q: 3 clusters Score -4341107 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4341824.500000 Penalty: 4937.909668
	Iteration 9Q: 3 clusters Score -4341824 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4343039.500000 Penalty: 4937.909668
	Iteration 10F: 3 clusters Score -4343040 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4344478.500000 Penalty: 4937.909668
	Iteration 11F: 3 clusters Score -4344478 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4345316.500000 Penalty: 4937.909668
	Iteration 12F: 3 clusters Score -4345316 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4345715.000000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -4345715 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4345879.000000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -4345879 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -4345923.000000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -4345923 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4345960.000000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -4345960 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4345967.500000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -4345968 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4345887.000000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -4345887 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4345914.500000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -4345914 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4345751.500000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -4345752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4345687.500000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -4345688 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4345552.500000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -4345552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4345360.500000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -4345360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4345233.500000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -4345234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4345188.500000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -4345188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4345154.000000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -4345154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4345067.500000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -4345068 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4344840.000000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -4344840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4344897.000000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -4344897 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -4344903.000000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -4344903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4344889.500000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -4344890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4344822.500000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -4344822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4344893.000000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -4344893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -4344867.000000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -4344867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4344858.500000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -4344858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4344877.500000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -4344878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4344899.000000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -4344899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4344868.500000 Penalty: 4937.909668
	Iteration 38Q: 3 clusters Score -4344868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -4344837.500000 Penalty: 4937.909668
	Iteration 39Q: 3 clusters Score -4344838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4344820.500000 Penalty: 4937.909668
	Iteration 40F: 3 clusters Score -4344820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4344839.500000 Penalty: 4937.909668
	Iteration 41Q: 3 clusters Score -4344840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4344832.000000 Penalty: 4937.909668
	Iteration 42Q: 3 clusters Score -4344832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4344801.500000 Penalty: 4937.909668
	Iteration 43Q: 3 clusters Score -4344802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4344769.500000 Penalty: 4937.909668
	Iteration 44Q: 3 clusters Score -4344770 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4344748.000000 Penalty: 4937.909668
	Iteration 45Q: 3 clusters Score -4344748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -4344767.000000 Penalty: 4937.909668
	Iteration 46Q: 3 clusters Score -4344767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4344741.500000 Penalty: 4937.909668
	Iteration 47Q: 3 clusters Score -4344742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -4344720.500000 Penalty: 4937.909668
	Iteration 48Q: 3 clusters Score -4344720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4344707.500000 Penalty: 4937.909668
	Iteration 49Q: 3 clusters Score -4344708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -4344708.500000 Penalty: 4937.909668
	Iteration 50Q: 3 clusters Score -4344708 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4344697.500000 Penalty: 4937.909668
	Iteration 51Q: 3 clusters Score -4344698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4344698.000000 Penalty: 4937.909668
	Iteration 52Q: 3 clusters Score -4344698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -4344669.500000 Penalty: 4937.909668
	Iteration 53Q: 3 clusters Score -4344670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -4344654.500000 Penalty: 4937.909668
	Iteration 54Q: 3 clusters Score -4344654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4344646.000000 Penalty: 4937.909668
	Iteration 55Q: 3 clusters Score -4344646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4344630.000000 Penalty: 4937.909668
	Iteration 56Q: 3 clusters Score -4344630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4344627.500000 Penalty: 4937.909668
	Iteration 57Q: 3 clusters Score -4344628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4344631.500000 Penalty: 4937.909668
	Iteration 58Q: 3 clusters Score -4344632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4344628.000000 Penalty: 4937.909668
	Iteration 59Q: 3 clusters Score -4344628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4344634.000000 Penalty: 4937.909668
	Iteration 60F: 3 clusters Score -4344634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4344620.000000 Penalty: 4937.909668
	Iteration 61Q: 3 clusters Score -4344620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4344588.500000 Penalty: 4937.909668
	Iteration 62Q: 3 clusters Score -4344588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4344615.000000 Penalty: 4937.909668
	Iteration 63Q: 3 clusters Score -4344615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4344597.000000 Penalty: 4937.909668
	Iteration 64Q: 3 clusters Score -4344597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4344584.000000 Penalty: 4937.909668
	Iteration 65Q: 3 clusters Score -4344584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4344621.500000 Penalty: 4937.909668
	Iteration 66Q: 3 clusters Score -4344622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4344637.500000 Penalty: 4937.909668
	Iteration 67Q: 3 clusters Score -4344638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4344649.000000 Penalty: 4937.909668
	Iteration 68Q: 3 clusters Score -4344649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4344667.500000 Penalty: 4937.909668
	Iteration 69Q: 3 clusters Score -4344668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4344677.000000 Penalty: 4937.909668
	Iteration 70Q: 3 clusters Score -4344677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -4344645.000000 Penalty: 4937.909668
	Iteration 71Q: 3 clusters Score -4344645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -4344646.000000 Penalty: 4937.909668
	Iteration 72Q: 3 clusters Score -4344646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4344622.000000 Penalty: 4937.909668
	Iteration 73Q: 3 clusters Score -4344622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4344599.000000 Penalty: 4937.909668
	Iteration 74Q: 3 clusters Score -4344599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4344600.000000 Penalty: 4937.909668
	Iteration 75Q: 3 clusters Score -4344600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4344589.500000 Penalty: 4937.909668
	Iteration 76Q: 3 clusters Score -4344590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4344606.000000 Penalty: 4937.909668
	Iteration 77Q: 3 clusters Score -4344606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -4344596.000000 Penalty: 4937.909668
	Iteration 78Q: 3 clusters Score -4344596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4344606.500000 Penalty: 4937.909668
	Iteration 79Q: 3 clusters Score -4344606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4344608.500000 Penalty: 4937.909668
	Iteration 80F: 3 clusters Score -4344608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4344595.500000 Penalty: 4937.909668
	Iteration 81Q: 3 clusters Score -4344596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4344607.000000 Penalty: 4937.909668
	Iteration 82Q: 3 clusters Score -4344607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4344613.000000 Penalty: 4937.909668
	Iteration 83Q: 3 clusters Score -4344613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -4344593.500000 Penalty: 4937.909668
	Iteration 84Q: 3 clusters Score -4344594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4344595.500000 Penalty: 4937.909668
	Iteration 85Q: 3 clusters Score -4344596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4344602.500000 Penalty: 4937.909668
	Iteration 86Q: 3 clusters Score -4344602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4344584.500000 Penalty: 4937.909668
	Iteration 87Q: 3 clusters Score -4344584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -4344580.000000 Penalty: 4937.909668
	Iteration 88Q: 3 clusters Score -4344580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4344595.000000 Penalty: 4937.909668
	Iteration 89Q: 3 clusters Score -4344595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4344580.500000 Penalty: 4937.909668
	Iteration 90Q: 3 clusters Score -4344580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4344571.000000 Penalty: 4937.909668
	Iteration 91Q: 3 clusters Score -4344571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -4344573.000000 Penalty: 4937.909668
	Iteration 92Q: 3 clusters Score -4344573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4344568.000000 Penalty: 4937.909668
	Iteration 93Q: 3 clusters Score -4344568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4344568.000000 Penalty: 4937.909668
	Iteration 94F: 3 clusters Score -4344568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Entering Unmasked Estep 
Score: -3873596.500000 Penalty: 2440.468994
	Iteration 0F: 2 clusters Score -3873596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3861716.250000 Penalty: 4880.937988
	Iteration 0F: 3 clusters Score -3861716 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3866105.000000 Penalty: 4880.937988
	Iteration 1F: 3 clusters Score -3866105 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3866506.250000 Penalty: 4880.937988
	Iteration 2F: 3 clusters Score -3866506 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -3866826.250000 Penalty: 4880.937988
	Iteration 3Q: 3 clusters Score -3866826 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3867105.250000 Penalty: 4880.937988
	Iteration 4Q: 3 clusters Score -3867105 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3867330.500000 Penalty: 4880.937988
	Iteration 5Q: 3 clusters Score -3867330 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3867498.250000 Penalty: 4880.937988
	Iteration 6Q: 3 clusters Score -3867498 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3867645.250000 Penalty: 4880.937988
	Iteration 7Q: 3 clusters Score -3867645 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3867804.750000 Penalty: 4880.937988
	Iteration 8Q: 3 clusters Score -3867805 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3868033.250000 Penalty: 4880.937988
	Iteration 9Q: 3 clusters Score -3868033 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3868221.750000 Penalty: 4880.937988
	Iteration 10Q: 3 clusters Score -3868222 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -3868461.500000 Penalty: 4880.937988
	Iteration 11Q: 3 clusters Score -3868462 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3868736.250000 Penalty: 4880.937988
	Iteration 12Q: 3 clusters Score -3868736 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3869019.750000 Penalty: 4880.937988
	Iteration 13Q: 3 clusters Score -3869020 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3869438.250000 Penalty: 4880.937988
	Iteration 14Q: 3 clusters Score -3869438 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3869755.500000 Penalty: 4880.937988
	Iteration 15Q: 3 clusters Score -3869756 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3869924.250000 Penalty: 4880.937988
	Iteration 16Q: 3 clusters Score -3869924 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3870093.500000 Penalty: 4880.937988
	Iteration 17Q: 3 clusters Score -3870094 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3870245.750000 Penalty: 4880.937988
	Iteration 18Q: 3 clusters Score -3870246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -3870363.250000 Penalty: 4880.937988
	Iteration 19Q: 3 clusters Score -3870363 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3870429.750000 Penalty: 4880.937988
	Iteration 20F: 3 clusters Score -3870430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3870494.500000 Penalty: 4880.937988
	Iteration 21Q: 3 clusters Score -3870494 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3870566.000000 Penalty: 4880.937988
	Iteration 22Q: 3 clusters Score -3870566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3870618.000000 Penalty: 4880.937988
	Iteration 23Q: 3 clusters Score -3870618 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3870659.250000 Penalty: 4880.937988
	Iteration 24Q: 3 clusters Score -3870659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -3870698.500000 Penalty: 4880.937988
	Iteration 25Q: 3 clusters Score -3870698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3870731.000000 Penalty: 4880.937988
	Iteration 26Q: 3 clusters Score -3870731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3870763.500000 Penalty: 4880.937988
	Iteration 27Q: 3 clusters Score -3870764 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3870802.500000 Penalty: 4880.937988
	Iteration 28Q: 3 clusters Score -3870802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3870845.250000 Penalty: 4880.937988
	Iteration 29Q: 3 clusters Score -3870845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3870889.250000 Penalty: 4880.937988
	Iteration 30Q: 3 clusters Score -3870889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3870935.750000 Penalty: 4880.937988
	Iteration 31Q: 3 clusters Score -3870936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3870961.000000 Penalty: 4880.937988
	Iteration 32Q: 3 clusters Score -3870961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3870985.500000 Penalty: 4880.937988
	Iteration 33Q: 3 clusters Score -3870986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3871007.750000 Penalty: 4880.937988
	Iteration 34Q: 3 clusters Score -3871008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3871015.250000 Penalty: 4880.937988
	Iteration 35Q: 3 clusters Score -3871015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3871044.500000 Penalty: 4880.937988
	Iteration 36Q: 3 clusters Score -3871044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3871057.750000 Penalty: 4880.937988
	Iteration 37Q: 3 clusters Score -3871058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3871069.750000 Penalty: 4880.937988
	Iteration 38Q: 3 clusters Score -3871070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -3871073.500000 Penalty: 4880.937988
	Iteration 39Q: 3 clusters Score -3871074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3871073.000000 Penalty: 4880.937988
	Iteration 40F: 3 clusters Score -3871073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3871073.750000 Penalty: 4880.937988
	Iteration 41Q: 3 clusters Score -3871074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3871089.250000 Penalty: 4880.937988
	Iteration 42Q: 3 clusters Score -3871089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3871094.000000 Penalty: 4880.937988
	Iteration 43Q: 3 clusters Score -3871094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -3871109.000000 Penalty: 4880.937988
	Iteration 44Q: 3 clusters Score -3871109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3871114.750000 Penalty: 4880.937988
	Iteration 45Q: 3 clusters Score -3871115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3871113.000000 Penalty: 4880.937988
	Iteration 46Q: 3 clusters Score -3871113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -3871122.500000 Penalty: 4880.937988
	Iteration 47Q: 3 clusters Score -3871122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3871131.000000 Penalty: 4880.937988
	Iteration 48Q: 3 clusters Score -3871131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -3871142.750000 Penalty: 4880.937988
	Iteration 49Q: 3 clusters Score -3871143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3871143.750000 Penalty: 4880.937988
	Iteration 50Q: 3 clusters Score -3871144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3871149.000000 Penalty: 4880.937988
	Iteration 51Q: 3 clusters Score -3871149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -3871155.500000 Penalty: 4880.937988
	Iteration 52Q: 3 clusters Score -3871156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3871165.000000 Penalty: 4880.937988
	Iteration 53Q: 3 clusters Score -3871165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3871176.250000 Penalty: 4880.937988
	Iteration 54Q: 3 clusters Score -3871176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -3871183.000000 Penalty: 4880.937988
	Iteration 55Q: 3 clusters Score -3871183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3871183.750000 Penalty: 4880.937988
	Iteration 56Q: 3 clusters Score -3871184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3871184.250000 Penalty: 4880.937988
	Iteration 57Q: 3 clusters Score -3871184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3871185.250000 Penalty: 4880.937988
	Iteration 58Q: 3 clusters Score -3871185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3871186.250000 Penalty: 4880.937988
	Iteration 59Q: 3 clusters Score -3871186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3871189.500000 Penalty: 4880.937988
	Iteration 60F: 3 clusters Score -3871190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3871189.250000 Penalty: 4880.937988
	Iteration 61Q: 3 clusters Score -3871189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3871186.000000 Penalty: 4880.937988
	Iteration 62Q: 3 clusters Score -3871186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -3871189.750000 Penalty: 4880.937988
	Iteration 63Q: 3 clusters Score -3871190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3871189.250000 Penalty: 4880.937988
	Iteration 64Q: 3 clusters Score -3871189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3871192.500000 Penalty: 4880.937988
	Iteration 65Q: 3 clusters Score -3871192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3871188.750000 Penalty: 4880.937988
	Iteration 66Q: 3 clusters Score -3871189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3871191.500000 Penalty: 4880.937988
	Iteration 67Q: 3 clusters Score -3871192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3871190.000000 Penalty: 4880.937988
	Iteration 68Q: 3 clusters Score -3871190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3871190.000000 Penalty: 4880.937988
	Iteration 69F: 3 clusters Score -3871190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Entering Unmasked Estep 
Score: -5787640.500000 Penalty: 2563.557373
	Iteration 0F: 2 clusters Score -5787640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -5766922.500000 Penalty: 5127.114746
	Iteration 0F: 3 clusters Score -5766922 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5774436.000000 Penalty: 5127.114746
	Iteration 1F: 3 clusters Score -5774436 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5774868.000000 Penalty: 5127.114746
	Iteration 2Q: 3 clusters Score -5774868 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5775251.000000 Penalty: 5127.114746
	Iteration 3Q: 3 clusters Score -5775251 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -5775514.500000 Penalty: 5127.114746
	Iteration 4Q: 3 clusters Score -5775514 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5775765.000000 Penalty: 5127.114746
	Iteration 5Q: 3 clusters Score -5775765 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -5775958.000000 Penalty: 5127.114746
	Iteration 6Q: 3 clusters Score -5775958 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5776162.500000 Penalty: 5127.114746
	Iteration 7Q: 3 clusters Score -5776162 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -5776374.000000 Penalty: 5127.114746
	Iteration 8Q: 3 clusters Score -5776374 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5776617.500000 Penalty: 5127.114746
	Iteration 9Q: 3 clusters Score -5776618 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -5776844.500000 Penalty: 5127.114746
	Iteration 10Q: 3 clusters Score -5776844 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5777141.500000 Penalty: 5127.114746
	Iteration 11Q: 3 clusters Score -5777142 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5777547.500000 Penalty: 5127.114746
	Iteration 12Q: 3 clusters Score -5777548 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -5778053.500000 Penalty: 5127.114746
	Iteration 13Q: 3 clusters Score -5778054 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5778777.000000 Penalty: 5127.114746
	Iteration 14Q: 3 clusters Score -5778777 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -5779617.500000 Penalty: 5127.114746
	Iteration 15Q: 3 clusters Score -5779618 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -5780367.000000 Penalty: 5127.114746
	Iteration 16Q: 3 clusters Score -5780367 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -5780865.500000 Penalty: 5127.114746
	Iteration 17Q: 3 clusters Score -5780866 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -5781078.000000 Penalty: 5127.114746
	Iteration 18Q: 3 clusters Score -5781078 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -5781167.000000 Penalty: 5127.114746
	Iteration 19Q: 3 clusters Score -5781167 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -5781232.500000 Penalty: 5127.114746
	Iteration 20F: 3 clusters Score -5781232 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -5781279.500000 Penalty: 5127.114746
	Iteration 21Q: 3 clusters Score -5781280 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5781342.500000 Penalty: 5127.114746
	Iteration 22Q: 3 clusters Score -5781342 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -5781363.000000 Penalty: 5127.114746
	Iteration 23Q: 3 clusters Score -5781363 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -5781409.500000 Penalty: 5127.114746
	Iteration 24Q: 3 clusters Score -5781410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5781427.000000 Penalty: 5127.114746
	Iteration 25Q: 3 clusters Score -5781427 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -5781487.500000 Penalty: 5127.114746
	Iteration 26Q: 3 clusters Score -5781488 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5781532.000000 Penalty: 5127.114746
	Iteration 27Q: 3 clusters Score -5781532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -5781561.500000 Penalty: 5127.114746
	Iteration 28Q: 3 clusters Score -5781562 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5781608.000000 Penalty: 5127.114746
	Iteration 29Q: 3 clusters Score -5781608 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5781642.000000 Penalty: 5127.114746
	Iteration 30Q: 3 clusters Score -5781642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5781658.000000 Penalty: 5127.114746
	Iteration 31Q: 3 clusters Score -5781658 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5781683.500000 Penalty: 5127.114746
	Iteration 32Q: 3 clusters Score -5781684 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5781734.000000 Penalty: 5127.114746
	Iteration 33Q: 3 clusters Score -5781734 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5781779.000000 Penalty: 5127.114746
	Iteration 34Q: 3 clusters Score -5781779 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -5781824.000000 Penalty: 5127.114746
	Iteration 35Q: 3 clusters Score -5781824 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -5781891.000000 Penalty: 5127.114746
	Iteration 36Q: 3 clusters Score -5781891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5781960.000000 Penalty: 5127.114746
	Iteration 37Q: 3 clusters Score -5781960 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5782012.000000 Penalty: 5127.114746
	Iteration 38Q: 3 clusters Score -5782012 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -5782073.000000 Penalty: 5127.114746
	Iteration 39Q: 3 clusters Score -5782073 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5782138.000000 Penalty: 5127.114746
	Iteration 40F: 3 clusters Score -5782138 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -5782175.000000 Penalty: 5127.114746
	Iteration 41Q: 3 clusters Score -5782175 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -5782231.500000 Penalty: 5127.114746
	Iteration 42Q: 3 clusters Score -5782232 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5782331.000000 Penalty: 5127.114746
	Iteration 43Q: 3 clusters Score -5782331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5782387.500000 Penalty: 5127.114746
	Iteration 44Q: 3 clusters Score -5782388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -5782453.000000 Penalty: 5127.114746
	Iteration 45Q: 3 clusters Score -5782453 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -5782494.000000 Penalty: 5127.114746
	Iteration 46Q: 3 clusters Score -5782494 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -5782531.500000 Penalty: 5127.114746
	Iteration 47Q: 3 clusters Score -5782532 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -5782571.000000 Penalty: 5127.114746
	Iteration 48Q: 3 clusters Score -5782571 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5782613.500000 Penalty: 5127.114746
	Iteration 49Q: 3 clusters Score -5782614 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -5782632.500000 Penalty: 5127.114746
	Iteration 50Q: 3 clusters Score -5782632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -5782669.500000 Penalty: 5127.114746
	Iteration 51Q: 3 clusters Score -5782670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5782699.500000 Penalty: 5127.114746
	Iteration 52Q: 3 clusters Score -5782700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -5782708.000000 Penalty: 5127.114746
	Iteration 53Q: 3 clusters Score -5782708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -5782751.000000 Penalty: 5127.114746
	Iteration 54Q: 3 clusters Score -5782751 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -5782758.500000 Penalty: 5127.114746
	Iteration 55Q: 3 clusters Score -5782758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -5782786.000000 Penalty: 5127.114746
	Iteration 56Q: 3 clusters Score -5782786 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5782826.000000 Penalty: 5127.114746
	Iteration 57Q: 3 clusters Score -5782826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5782837.500000 Penalty: 5127.114746
	Iteration 58Q: 3 clusters Score -5782838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -5782852.500000 Penalty: 5127.114746
	Iteration 59Q: 3 clusters Score -5782852 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -5782876.500000 Penalty: 5127.114746
	Iteration 60F: 3 clusters Score -5782876 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5782897.000000 Penalty: 5127.114746
	Iteration 61Q: 3 clusters Score -5782897 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -5782919.000000 Penalty: 5127.114746
	Iteration 62Q: 3 clusters Score -5782919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -5782934.000000 Penalty: 5127.114746
	Iteration 63Q: 3 clusters Score -5782934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -5782958.000000 Penalty: 5127.114746
	Iteration 64Q: 3 clusters Score -5782958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5782978.500000 Penalty: 5127.114746
	Iteration 65Q: 3 clusters Score -5782978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5782977.000000 Penalty: 5127.114746
	Iteration 66Q: 3 clusters Score -5782977 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5783006.500000 Penalty: 5127.114746
	Iteration 67Q: 3 clusters Score -5783006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -5783025.000000 Penalty: 5127.114746
	Iteration 68Q: 3 clusters Score -5783025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -5783041.000000 Penalty: 5127.114746
	Iteration 69Q: 3 clusters Score -5783041 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -5783081.000000 Penalty: 5127.114746
	Iteration 70Q: 3 clusters Score -5783081 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -5783103.500000 Penalty: 5127.114746
	Iteration 71Q: 3 clusters Score -5783104 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -5783136.500000 Penalty: 5127.114746
	Iteration 72Q: 3 clusters Score -5783136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5783163.000000 Penalty: 5127.114746
	Iteration 73Q: 3 clusters Score -5783163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -5783189.500000 Penalty: 5127.114746
	Iteration 74Q: 3 clusters Score -5783190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5783206.500000 Penalty: 5127.114746
	Iteration 75Q: 3 clusters Score -5783206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5783231.000000 Penalty: 5127.114746
	Iteration 76Q: 3 clusters Score -5783231 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -5783252.500000 Penalty: 5127.114746
	Iteration 77Q: 3 clusters Score -5783252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5783290.000000 Penalty: 5127.114746
	Iteration 78Q: 3 clusters Score -5783290 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -5783326.500000 Penalty: 5127.114746
	Iteration 79Q: 3 clusters Score -5783326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -5783345.000000 Penalty: 5127.114746
	Iteration 80F: 3 clusters Score -5783345 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -5783390.000000 Penalty: 5127.114746
	Iteration 81Q: 3 clusters Score -5783390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -5783416.500000 Penalty: 5127.114746
	Iteration 82Q: 3 clusters Score -5783416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -5783453.000000 Penalty: 5127.114746
	Iteration 83Q: 3 clusters Score -5783453 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5783501.000000 Penalty: 5127.114746
	Iteration 84Q: 3 clusters Score -5783501 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -5783523.500000 Penalty: 5127.114746
	Iteration 85Q: 3 clusters Score -5783524 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -5783558.000000 Penalty: 5127.114746
	Iteration 86Q: 3 clusters Score -5783558 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -5783597.000000 Penalty: 5127.114746
	Iteration 87Q: 3 clusters Score -5783597 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5783644.500000 Penalty: 5127.114746
	Iteration 88Q: 3 clusters Score -5783644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -5783691.500000 Penalty: 5127.114746
	Iteration 89Q: 3 clusters Score -5783692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5783738.500000 Penalty: 5127.114746
	Iteration 90Q: 3 clusters Score -5783738 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5783806.500000 Penalty: 5127.114746
	Iteration 91Q: 3 clusters Score -5783806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -5783878.000000 Penalty: 5127.114746
	Iteration 92Q: 3 clusters Score -5783878 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5783937.000000 Penalty: 5127.114746
	Iteration 93Q: 3 clusters Score -5783937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -5784001.500000 Penalty: 5127.114746
	Iteration 94Q: 3 clusters Score -5784002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5784090.500000 Penalty: 5127.114746
	Iteration 95Q: 3 clusters Score -5784090 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5784174.000000 Penalty: 5127.114746
	Iteration 96Q: 3 clusters Score -5784174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5784265.500000 Penalty: 5127.114746
	Iteration 97Q: 3 clusters Score -5784266 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -5784329.500000 Penalty: 5127.114746
	Iteration 98Q: 3 clusters Score -5784330 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5784410.000000 Penalty: 5127.114746
	Iteration 99Q: 3 clusters Score -5784410 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5784488.500000 Penalty: 5127.114746
	Iteration 100F: 3 clusters Score -5784488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5784584.500000 Penalty: 5127.114746
	Iteration 101Q: 3 clusters Score -5784584 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5784645.000000 Penalty: 5127.114746
	Iteration 102Q: 3 clusters Score -5784645 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5784692.500000 Penalty: 5127.114746
	Iteration 103Q: 3 clusters Score -5784692 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5784742.500000 Penalty: 5127.114746
	Iteration 104Q: 3 clusters Score -5784742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5784806.500000 Penalty: 5127.114746
	Iteration 105Q: 3 clusters Score -5784806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5784853.000000 Penalty: 5127.114746
	Iteration 106Q: 3 clusters Score -5784853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5784919.000000 Penalty: 5127.114746
	Iteration 107Q: 3 clusters Score -5784919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5784978.000000 Penalty: 5127.114746
	Iteration 108Q: 3 clusters Score -5784978 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5785019.500000 Penalty: 5127.114746
	Iteration 109Q: 3 clusters Score -5785020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5785077.500000 Penalty: 5127.114746
	Iteration 110Q: 3 clusters Score -5785078 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5785141.500000 Penalty: 5127.114746
	Iteration 111Q: 3 clusters Score -5785142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5785189.000000 Penalty: 5127.114746
	Iteration 112Q: 3 clusters Score -5785189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5785221.000000 Penalty: 5127.114746
	Iteration 113Q: 3 clusters Score -5785221 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5785275.500000 Penalty: 5127.114746
	Iteration 114Q: 3 clusters Score -5785276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5785287.500000 Penalty: 5127.114746
	Iteration 115Q: 3 clusters Score -5785288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5785329.500000 Penalty: 5127.114746
	Iteration 116Q: 3 clusters Score -5785330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5785359.000000 Penalty: 5127.114746
	Iteration 117Q: 3 clusters Score -5785359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5785385.000000 Penalty: 5127.114746
	Iteration 118Q: 3 clusters Score -5785385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5785401.500000 Penalty: 5127.114746
	Iteration 119Q: 3 clusters Score -5785402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5785414.000000 Penalty: 5127.114746
	Iteration 120F: 3 clusters Score -5785414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5785429.500000 Penalty: 5127.114746
	Iteration 121Q: 3 clusters Score -5785430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5785435.000000 Penalty: 5127.114746
	Iteration 122Q: 3 clusters Score -5785435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5785453.000000 Penalty: 5127.114746
	Iteration 123Q: 3 clusters Score -5785453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5785468.500000 Penalty: 5127.114746
	Iteration 124Q: 3 clusters Score -5785468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5785467.500000 Penalty: 5127.114746
	Iteration 125Q: 3 clusters Score -5785468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5785483.000000 Penalty: 5127.114746
	Iteration 126Q: 3 clusters Score -5785483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5785485.000000 Penalty: 5127.114746
	Iteration 127Q: 3 clusters Score -5785485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5785496.500000 Penalty: 5127.114746
	Iteration 128Q: 3 clusters Score -5785496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5785497.000000 Penalty: 5127.114746
	Iteration 129Q: 3 clusters Score -5785497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5785498.000000 Penalty: 5127.114746
	Iteration 130Q: 3 clusters Score -5785498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5785502.000000 Penalty: 5127.114746
	Iteration 131Q: 3 clusters Score -5785502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5785495.000000 Penalty: 5127.114746
	Iteration 132Q: 3 clusters Score -5785495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5785501.500000 Penalty: 5127.114746
	Iteration 133Q: 3 clusters Score -5785502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5785501.500000 Penalty: 5127.114746
	Iteration 134F: 3 clusters Score -5785502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Entering Unmasked Estep 
Score: -5588524.000000 Penalty: 2546.539307
	Iteration 0F: 2 clusters Score -5588524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5569769.000000 Penalty: 5093.078613
	Iteration 0F: 3 clusters Score -5569769 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5576768.500000 Penalty: 5093.078613
	Iteration 1F: 3 clusters Score -5576768 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -5577201.500000 Penalty: 5093.078613
	Iteration 2Q: 3 clusters Score -5577202 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -5577609.500000 Penalty: 5093.078613
	Iteration 3Q: 3 clusters Score -5577610 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -5577995.500000 Penalty: 5093.078613
	Iteration 4Q: 3 clusters Score -5577996 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5578456.000000 Penalty: 5093.078613
	Iteration 5Q: 3 clusters Score -5578456 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5578916.500000 Penalty: 5093.078613
	Iteration 6Q: 3 clusters Score -5578916 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -5579651.000000 Penalty: 5093.078613
	Iteration 7F: 3 clusters Score -5579651 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -5580665.000000 Penalty: 5093.078613
	Iteration 8F: 3 clusters Score -5580665 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -5582195.500000 Penalty: 5093.078613
	Iteration 9F: 3 clusters Score -5582196 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5583851.500000 Penalty: 5093.078613
	Iteration 10F: 3 clusters Score -5583852 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -5585137.500000 Penalty: 5093.078613
	Iteration 11F: 3 clusters Score -5585138 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5585776.000000 Penalty: 5093.078613
	Iteration 12Q: 3 clusters Score -5585776 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -5586117.500000 Penalty: 5093.078613
	Iteration 13Q: 3 clusters Score -5586118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5586252.500000 Penalty: 5093.078613
	Iteration 14Q: 3 clusters Score -5586252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -5586309.500000 Penalty: 5093.078613
	Iteration 15Q: 3 clusters Score -5586310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5586354.000000 Penalty: 5093.078613
	Iteration 16Q: 3 clusters Score -5586354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5586376.000000 Penalty: 5093.078613
	Iteration 17Q: 3 clusters Score -5586376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5586396.500000 Penalty: 5093.078613
	Iteration 18Q: 3 clusters Score -5586396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5586407.500000 Penalty: 5093.078613
	Iteration 19Q: 3 clusters Score -5586408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -5586415.500000 Penalty: 5093.078613
	Iteration 20F: 3 clusters Score -5586416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5586418.500000 Penalty: 5093.078613
	Iteration 21Q: 3 clusters Score -5586418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5586425.500000 Penalty: 5093.078613
	Iteration 22Q: 3 clusters Score -5586426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5586425.000000 Penalty: 5093.078613
	Iteration 23Q: 3 clusters Score -5586425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -5586427.000000 Penalty: 5093.078613
	Iteration 24Q: 3 clusters Score -5586427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5586427.000000 Penalty: 5093.078613
	Iteration 25Q: 3 clusters Score -5586427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5586427.000000 Penalty: 5093.078613
	Iteration 26F: 3 clusters Score -5586427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Entering Unmasked Estep 
Score: -5616620.500000 Penalty: 2548.375244
	Iteration 0F: 2 clusters Score -5616620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5597773.000000 Penalty: 5096.750488
	Iteration 0F: 3 clusters Score -5597773 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5604646.500000 Penalty: 5096.750488
	Iteration 1F: 3 clusters Score -5604646 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5604998.000000 Penalty: 5096.750488
	Iteration 2Q: 3 clusters Score -5604998 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -5605343.000000 Penalty: 5096.750488
	Iteration 3Q: 3 clusters Score -5605343 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5605644.500000 Penalty: 5096.750488
	Iteration 4Q: 3 clusters Score -5605644 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -5605953.000000 Penalty: 5096.750488
	Iteration 5Q: 3 clusters Score -5605953 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5606251.000000 Penalty: 5096.750488
	Iteration 6Q: 3 clusters Score -5606251 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -5606546.500000 Penalty: 5096.750488
	Iteration 7Q: 3 clusters Score -5606546 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -5606898.500000 Penalty: 5096.750488
	Iteration 8Q: 3 clusters Score -5606898 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -5607306.500000 Penalty: 5096.750488
	Iteration 9Q: 3 clusters Score -5607306 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -5607860.500000 Penalty: 5096.750488
	Iteration 10Q: 3 clusters Score -5607860 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5608652.000000 Penalty: 5096.750488
	Iteration 11Q: 3 clusters Score -5608652 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -5609787.000000 Penalty: 5096.750488
	Iteration 12F: 3 clusters Score -5609787 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -5611150.000000 Penalty: 5096.750488
	Iteration 13F: 3 clusters Score -5611150 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5612068.000000 Penalty: 5096.750488
	Iteration 14Q: 3 clusters Score -5612068 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -5612473.500000 Penalty: 5096.750488
	Iteration 15Q: 3 clusters Score -5612474 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5612744.000000 Penalty: 5096.750488
	Iteration 16Q: 3 clusters Score -5612744 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -5612899.000000 Penalty: 5096.750488
	Iteration 17Q: 3 clusters Score -5612899 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5613039.000000 Penalty: 5096.750488
	Iteration 18Q: 3 clusters Score -5613039 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5613205.000000 Penalty: 5096.750488
	Iteration 19Q: 3 clusters Score -5613205 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -5613314.500000 Penalty: 5096.750488
	Iteration 20F: 3 clusters Score -5613314 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -5613434.000000 Penalty: 5096.750488
	Iteration 21Q: 3 clusters Score -5613434 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -5613553.500000 Penalty: 5096.750488
	Iteration 22Q: 3 clusters Score -5613554 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5613627.500000 Penalty: 5096.750488
	Iteration 23Q: 3 clusters Score -5613628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5613722.500000 Penalty: 5096.750488
	Iteration 24Q: 3 clusters Score -5613722 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5613825.000000 Penalty: 5096.750488
	Iteration 25Q: 3 clusters Score -5613825 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -5613919.500000 Penalty: 5096.750488
	Iteration 26Q: 3 clusters Score -5613920 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -5614015.000000 Penalty: 5096.750488
	Iteration 27Q: 3 clusters Score -5614015 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5614102.500000 Penalty: 5096.750488
	Iteration 28Q: 3 clusters Score -5614102 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5614185.500000 Penalty: 5096.750488
	Iteration 29Q: 3 clusters Score -5614186 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -5614265.500000 Penalty: 5096.750488
	Iteration 30Q: 3 clusters Score -5614266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5614315.000000 Penalty: 5096.750488
	Iteration 31Q: 3 clusters Score -5614315 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5614408.000000 Penalty: 5096.750488
	Iteration 32Q: 3 clusters Score -5614408 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5614489.000000 Penalty: 5096.750488
	Iteration 33Q: 3 clusters Score -5614489 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5614532.000000 Penalty: 5096.750488
	Iteration 34Q: 3 clusters Score -5614532 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -5614560.500000 Penalty: 5096.750488
	Iteration 35Q: 3 clusters Score -5614560 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5614587.000000 Penalty: 5096.750488
	Iteration 36Q: 3 clusters Score -5614587 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5614606.500000 Penalty: 5096.750488
	Iteration 37Q: 3 clusters Score -5614606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5614625.000000 Penalty: 5096.750488
	Iteration 38Q: 3 clusters Score -5614625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5614631.000000 Penalty: 5096.750488
	Iteration 39Q: 3 clusters Score -5614631 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5614638.500000 Penalty: 5096.750488
	Iteration 40F: 3 clusters Score -5614638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5614650.000000 Penalty: 5096.750488
	Iteration 41Q: 3 clusters Score -5614650 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5614664.500000 Penalty: 5096.750488
	Iteration 42Q: 3 clusters Score -5614664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5614681.000000 Penalty: 5096.750488
	Iteration 43Q: 3 clusters Score -5614681 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5614689.000000 Penalty: 5096.750488
	Iteration 44Q: 3 clusters Score -5614689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5614695.500000 Penalty: 5096.750488
	Iteration 45Q: 3 clusters Score -5614696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5614697.000000 Penalty: 5096.750488
	Iteration 46Q: 3 clusters Score -5614697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5614707.000000 Penalty: 5096.750488
	Iteration 47Q: 3 clusters Score -5614707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5614716.500000 Penalty: 5096.750488
	Iteration 48Q: 3 clusters Score -5614716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5614721.000000 Penalty: 5096.750488
	Iteration 49Q: 3 clusters Score -5614721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5614748.000000 Penalty: 5096.750488
	Iteration 50Q: 3 clusters Score -5614748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5614758.500000 Penalty: 5096.750488
	Iteration 51Q: 3 clusters Score -5614758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5614761.000000 Penalty: 5096.750488
	Iteration 52Q: 3 clusters Score -5614761 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5614768.000000 Penalty: 5096.750488
	Iteration 53Q: 3 clusters Score -5614768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5614765.500000 Penalty: 5096.750488
	Iteration 54Q: 3 clusters Score -5614766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5614780.500000 Penalty: 5096.750488
	Iteration 55Q: 3 clusters Score -5614780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5614774.500000 Penalty: 5096.750488
	Iteration 56Q: 3 clusters Score -5614774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5614803.000000 Penalty: 5096.750488
	Iteration 57Q: 3 clusters Score -5614803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5614803.000000 Penalty: 5096.750488
	Iteration 58Q: 3 clusters Score -5614803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5614806.500000 Penalty: 5096.750488
	Iteration 59Q: 3 clusters Score -5614806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5614831.000000 Penalty: 5096.750488
	Iteration 60F: 3 clusters Score -5614831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5614837.000000 Penalty: 5096.750488
	Iteration 61Q: 3 clusters Score -5614837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5614835.500000 Penalty: 5096.750488
	Iteration 62Q: 3 clusters Score -5614836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5614837.000000 Penalty: 5096.750488
	Iteration 63Q: 3 clusters Score -5614837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5614832.500000 Penalty: 5096.750488
	Iteration 64Q: 3 clusters Score -5614832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5614826.500000 Penalty: 5096.750488
	Iteration 65Q: 3 clusters Score -5614826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5614829.000000 Penalty: 5096.750488
	Iteration 66Q: 3 clusters Score -5614829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5614827.500000 Penalty: 5096.750488
	Iteration 67Q: 3 clusters Score -5614828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5614832.500000 Penalty: 5096.750488
	Iteration 68Q: 3 clusters Score -5614832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -5614828.500000 Penalty: 5096.750488
	Iteration 69Q: 3 clusters Score -5614828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5614833.000000 Penalty: 5096.750488
	Iteration 70Q: 3 clusters Score -5614833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5614824.000000 Penalty: 5096.750488
	Iteration 71Q: 3 clusters Score -5614824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5614825.500000 Penalty: 5096.750488
	Iteration 72Q: 3 clusters Score -5614826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5614824.000000 Penalty: 5096.750488
	Iteration 73Q: 3 clusters Score -5614824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5614832.000000 Penalty: 5096.750488
	Iteration 74Q: 3 clusters Score -5614832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5614837.000000 Penalty: 5096.750488
	Iteration 75Q: 3 clusters Score -5614837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5614838.000000 Penalty: 5096.750488
	Iteration 76Q: 3 clusters Score -5614838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5614835.000000 Penalty: 5096.750488
	Iteration 77Q: 3 clusters Score -5614835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5614839.500000 Penalty: 5096.750488
	Iteration 78Q: 3 clusters Score -5614840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5614836.000000 Penalty: 5096.750488
	Iteration 79Q: 3 clusters Score -5614836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5614842.000000 Penalty: 5096.750488
	Iteration 80F: 3 clusters Score -5614842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5614840.000000 Penalty: 5096.750488
	Iteration 81Q: 3 clusters Score -5614840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5614839.500000 Penalty: 5096.750488
	Iteration 82Q: 3 clusters Score -5614840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5614840.500000 Penalty: 5096.750488
	Iteration 83Q: 3 clusters Score -5614840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5614841.000000 Penalty: 5096.750488
	Iteration 84Q: 3 clusters Score -5614841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5614844.000000 Penalty: 5096.750488
	Iteration 85Q: 3 clusters Score -5614844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5614844.000000 Penalty: 5096.750488
	Iteration 86F: 3 clusters Score -5614844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91396.789062 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91396.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91589.046875 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91589.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91661.445312 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91661.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91771.289062 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91771.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91814.960938 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91814.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91868.937500 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91868.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91896.554688 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91896.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -91918.484375 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91918.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -91933.726562 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -91933.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -91945.203125 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -91945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -91952.976562 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -91952.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -91957.156250 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -91957.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -91959.367188 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -91959.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -91961.406250 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -91961.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -91968.015625 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -91968.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -91971.500000 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -91971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91974.164062 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -91974.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91974.164062 Penalty: 3099.029297
	Iteration 17F: 3 clusters Score -91974.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Entering Unmasked Estep 
Score: -5486833.500000 Penalty: 2551.382080
	Iteration 0F: 2 clusters Score -5486834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5467056.000000 Penalty: 5102.764160
	Iteration 0F: 3 clusters Score -5467056 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -5474224.500000 Penalty: 5102.764160
	Iteration 1F: 3 clusters Score -5474224 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -5474618.500000 Penalty: 5102.764160
	Iteration 2Q: 3 clusters Score -5474618 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5474942.000000 Penalty: 5102.764160
	Iteration 3Q: 3 clusters Score -5474942 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -5475242.000000 Penalty: 5102.764160
	Iteration 4Q: 3 clusters Score -5475242 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -5475555.000000 Penalty: 5102.764160
	Iteration 5Q: 3 clusters Score -5475555 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5475896.000000 Penalty: 5102.764160
	Iteration 6Q: 3 clusters Score -5475896 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5476275.000000 Penalty: 5102.764160
	Iteration 7Q: 3 clusters Score -5476275 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5476800.500000 Penalty: 5102.764160
	Iteration 8Q: 3 clusters Score -5476800 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5477603.000000 Penalty: 5102.764160
	Iteration 9Q: 3 clusters Score -5477603 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5478569.500000 Penalty: 5102.764160
	Iteration 10F: 3 clusters Score -5478570 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5479852.500000 Penalty: 5102.764160
	Iteration 11F: 3 clusters Score -5479852 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -5481143.500000 Penalty: 5102.764160
	Iteration 12F: 3 clusters Score -5481144 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5482344.000000 Penalty: 5102.764160
	Iteration 13F: 3 clusters Score -5482344 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5483247.500000 Penalty: 5102.764160
	Iteration 14Q: 3 clusters Score -5483248 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5483794.500000 Penalty: 5102.764160
	Iteration 15Q: 3 clusters Score -5483794 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5484081.000000 Penalty: 5102.764160
	Iteration 16Q: 3 clusters Score -5484081 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5484262.500000 Penalty: 5102.764160
	Iteration 17Q: 3 clusters Score -5484262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -5484386.000000 Penalty: 5102.764160
	Iteration 18Q: 3 clusters Score -5484386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -5484475.500000 Penalty: 5102.764160
	Iteration 19Q: 3 clusters Score -5484476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -5484528.000000 Penalty: 5102.764160
	Iteration 20F: 3 clusters Score -5484528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -5484538.000000 Penalty: 5102.764160
	Iteration 21Q: 3 clusters Score -5484538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -5484560.500000 Penalty: 5102.764160
	Iteration 22Q: 3 clusters Score -5484560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5484577.500000 Penalty: 5102.764160
	Iteration 23Q: 3 clusters Score -5484578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5484582.000000 Penalty: 5102.764160
	Iteration 24Q: 3 clusters Score -5484582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5484594.500000 Penalty: 5102.764160
	Iteration 25Q: 3 clusters Score -5484594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -5484599.500000 Penalty: 5102.764160
	Iteration 26Q: 3 clusters Score -5484600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -5484604.000000 Penalty: 5102.764160
	Iteration 27Q: 3 clusters Score -5484604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5484604.000000 Penalty: 5102.764160
	Iteration 28Q: 3 clusters Score -5484604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5484606.000000 Penalty: 5102.764160
	Iteration 29Q: 3 clusters Score -5484606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -5484606.000000 Penalty: 5102.764160
	Iteration 30F: 3 clusters Score -5484606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -217325.000000 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -217325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -215322.093750 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -215322.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -215621.328125 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -215621.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -215714.937500 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -215714.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -215785.453125 Penalty: 3476.666748
	Iteration 3Q: 3 clusters Score -215785.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -215869.734375 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -215869.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -215945.875000 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -215945.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -216028.515625 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -216028.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -216092.921875 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -216092.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -216185.484375 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -216185.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -216245.468750 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -216245.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -216292.656250 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -216292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216322.015625 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -216322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -216358.281250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -216358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -216393.906250 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -216393.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -216425.312500 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -216425.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -216448.437500 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -216448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -216471.984375 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -216472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -216476.640625 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -216476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -216481.046875 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -216481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -216481.156250 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -216481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -216484.312500 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -216484.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -216490.890625 Penalty: 3476.666748
	Iteration 21Q: 3 clusters Score -216490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -216495.046875 Penalty: 3476.666748
	Iteration 22Q: 3 clusters Score -216495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216495.453125 Penalty: 3476.666748
	Iteration 23Q: 3 clusters Score -216495.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216495.453125 Penalty: 3476.666748
	Iteration 24F: 3 clusters Score -216495.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1510376.625000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -1510377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1503842.875000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -1503843 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1505613.500000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -1505614 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1505898.500000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -1505898 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1506085.625000 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -1506086 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1506237.125000 Penalty: 4458.021484
	Iteration 4Q: 3 clusters Score -1506237 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1506381.750000 Penalty: 4458.021484
	Iteration 5Q: 3 clusters Score -1506382 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1506537.625000 Penalty: 4458.021484
	Iteration 6Q: 3 clusters Score -1506538 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1506728.250000 Penalty: 4458.021484
	Iteration 7Q: 3 clusters Score -1506728 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1506950.000000 Penalty: 4458.021484
	Iteration 8Q: 3 clusters Score -1506950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1507184.000000 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -1507184 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1507435.250000 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -1507435 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1507663.125000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -1507663 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1507836.500000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -1507836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1507999.500000 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -1508000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1508133.375000 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -1508133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1508229.125000 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -1508229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1508287.375000 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -1508287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1508334.625000 Penalty: 4458.021484
	Iteration 17Q: 3 clusters Score -1508335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1508361.125000 Penalty: 4458.021484
	Iteration 18Q: 3 clusters Score -1508361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1508376.875000 Penalty: 4458.021484
	Iteration 19Q: 3 clusters Score -1508377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1508391.250000 Penalty: 4458.021484
	Iteration 20F: 3 clusters Score -1508391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1508395.500000 Penalty: 4458.021484
	Iteration 21Q: 3 clusters Score -1508396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1508401.000000 Penalty: 4458.021484
	Iteration 22Q: 3 clusters Score -1508401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1508405.125000 Penalty: 4458.021484
	Iteration 23Q: 3 clusters Score -1508405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1508407.500000 Penalty: 4458.021484
	Iteration 24Q: 3 clusters Score -1508408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1508408.750000 Penalty: 4458.021484
	Iteration 25Q: 3 clusters Score -1508409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1508408.750000 Penalty: 4458.021484
	Iteration 26F: 3 clusters Score -1508409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (25295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Entering Unmasked Estep 
Score: -4909512.500000 Penalty: 2514.313721
	Iteration 0F: 2 clusters Score -4909512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -4892349.000000 Penalty: 5028.627441
	Iteration 0F: 3 clusters Score -4892349 nChanged 11380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4898413.500000 Penalty: 5028.627441
	Iteration 1F: 3 clusters Score -4898414 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4898741.000000 Penalty: 5028.627441
	Iteration 2Q: 3 clusters Score -4898741 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4898946.000000 Penalty: 5028.627441
	Iteration 3Q: 3 clusters Score -4898946 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4899155.000000 Penalty: 5028.627441
	Iteration 4Q: 3 clusters Score -4899155 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4899319.000000 Penalty: 5028.627441
	Iteration 5Q: 3 clusters Score -4899319 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4899464.000000 Penalty: 5028.627441
	Iteration 6Q: 3 clusters Score -4899464 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4899620.000000 Penalty: 5028.627441
	Iteration 7Q: 3 clusters Score -4899620 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -4899837.500000 Penalty: 5028.627441
	Iteration 8Q: 3 clusters Score -4899838 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4900097.500000 Penalty: 5028.627441
	Iteration 9Q: 3 clusters Score -4900098 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4900450.500000 Penalty: 5028.627441
	Iteration 10Q: 3 clusters Score -4900450 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4900921.500000 Penalty: 5028.627441
	Iteration 11Q: 3 clusters Score -4900922 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4901659.500000 Penalty: 5028.627441
	Iteration 12F: 3 clusters Score -4901660 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -4902654.500000 Penalty: 5028.627441
	Iteration 13F: 3 clusters Score -4902654 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4903795.500000 Penalty: 5028.627441
	Iteration 14F: 3 clusters Score -4903796 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4905085.500000 Penalty: 5028.627441
	Iteration 15F: 3 clusters Score -4905086 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4906172.000000 Penalty: 5028.627441
	Iteration 16Q: 3 clusters Score -4906172 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -4906720.500000 Penalty: 5028.627441
	Iteration 17Q: 3 clusters Score -4906720 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4906976.500000 Penalty: 5028.627441
	Iteration 18Q: 3 clusters Score -4906976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4907099.000000 Penalty: 5028.627441
	Iteration 19Q: 3 clusters Score -4907099 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4907166.000000 Penalty: 5028.627441
	Iteration 20F: 3 clusters Score -4907166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -4907210.000000 Penalty: 5028.627441
	Iteration 21Q: 3 clusters Score -4907210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4907221.500000 Penalty: 5028.627441
	Iteration 22Q: 3 clusters Score -4907222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4907234.000000 Penalty: 5028.627441
	Iteration 23Q: 3 clusters Score -4907234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -4907254.000000 Penalty: 5028.627441
	Iteration 24Q: 3 clusters Score -4907254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4907254.000000 Penalty: 5028.627441
	Iteration 25Q: 3 clusters Score -4907254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4907270.000000 Penalty: 5028.627441
	Iteration 26Q: 3 clusters Score -4907270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -4907284.000000 Penalty: 5028.627441
	Iteration 27Q: 3 clusters Score -4907284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -4907297.000000 Penalty: 5028.627441
	Iteration 28Q: 3 clusters Score -4907297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4907299.000000 Penalty: 5028.627441
	Iteration 29Q: 3 clusters Score -4907299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -4907301.000000 Penalty: 5028.627441
	Iteration 30Q: 3 clusters Score -4907301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4907305.500000 Penalty: 5028.627441
	Iteration 31Q: 3 clusters Score -4907306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4907310.000000 Penalty: 5028.627441
	Iteration 32Q: 3 clusters Score -4907310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4907311.000000 Penalty: 5028.627441
	Iteration 33Q: 3 clusters Score -4907311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4907311.000000 Penalty: 5028.627441
	Iteration 34F: 3 clusters Score -4907311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22000.177734 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -22000.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22122.152344 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22122.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (16704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Entering Unmasked Estep 
Score: -3238815.750000 Penalty: 2411.404297
	Iteration 0F: 2 clusters Score -3238816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3226947.000000 Penalty: 4822.808594
	Iteration 0F: 3 clusters Score -3226947 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3230892.750000 Penalty: 4822.808594
	Iteration 1F: 3 clusters Score -3230893 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3231232.750000 Penalty: 4822.808594
	Iteration 2F: 3 clusters Score -3231233 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3231493.000000 Penalty: 4822.808594
	Iteration 3Q: 3 clusters Score -3231493 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3231718.000000 Penalty: 4822.808594
	Iteration 4Q: 3 clusters Score -3231718 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3231931.000000 Penalty: 4822.808594
	Iteration 5Q: 3 clusters Score -3231931 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3232229.000000 Penalty: 4822.808594
	Iteration 6Q: 3 clusters Score -3232229 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3232551.250000 Penalty: 4822.808594
	Iteration 7Q: 3 clusters Score -3232551 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3232990.500000 Penalty: 4822.808594
	Iteration 8Q: 3 clusters Score -3232990 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3233536.750000 Penalty: 4822.808594
	Iteration 9Q: 3 clusters Score -3233537 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3234200.250000 Penalty: 4822.808594
	Iteration 10F: 3 clusters Score -3234200 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3234942.000000 Penalty: 4822.808594
	Iteration 11F: 3 clusters Score -3234942 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3235572.250000 Penalty: 4822.808594
	Iteration 12Q: 3 clusters Score -3235572 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3236034.500000 Penalty: 4822.808594
	Iteration 13Q: 3 clusters Score -3236034 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3236301.500000 Penalty: 4822.808594
	Iteration 14Q: 3 clusters Score -3236302 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3236438.000000 Penalty: 4822.808594
	Iteration 15Q: 3 clusters Score -3236438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3236505.500000 Penalty: 4822.808594
	Iteration 16Q: 3 clusters Score -3236506 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3236562.000000 Penalty: 4822.808594
	Iteration 17Q: 3 clusters Score -3236562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3236595.000000 Penalty: 4822.808594
	Iteration 18Q: 3 clusters Score -3236595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3236619.750000 Penalty: 4822.808594
	Iteration 19Q: 3 clusters Score -3236620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3236635.000000 Penalty: 4822.808594
	Iteration 20F: 3 clusters Score -3236635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3236645.750000 Penalty: 4822.808594
	Iteration 21Q: 3 clusters Score -3236646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3236646.250000 Penalty: 4822.808594
	Iteration 22Q: 3 clusters Score -3236646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3236649.750000 Penalty: 4822.808594
	Iteration 23Q: 3 clusters Score -3236650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3236650.500000 Penalty: 4822.808594
	Iteration 24Q: 3 clusters Score -3236650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3236651.750000 Penalty: 4822.808594
	Iteration 25Q: 3 clusters Score -3236652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3236651.750000 Penalty: 4822.808594
	Iteration 26F: 3 clusters Score -3236652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 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 514 members 
Entering Unmasked Estep 
Score: -180757.234375 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180757.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -181048.609375 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181048.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181140.718750 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181140.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181184.937500 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181207.171875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181217.640625 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -181225.781250 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181225.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181230.406250 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181232.562500 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181232.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181236.828125 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181248.421875 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181257.359375 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181262.406250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181262.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181267.875000 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -181276.046875 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181283.718750 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181283.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -181292.593750 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181298.218750 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -181298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181302.531250 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -181302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181303.703125 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -181303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -181305.671875 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -181305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181308.218750 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -181308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181309.531250 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -181309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181311.312500 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -181311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -181311.312500 Penalty: 3438.010010
	Iteration 24F: 3 clusters Score -181311.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (19607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Entering Unmasked Estep 
Score: -4040350.500000 Penalty: 2451.143311
	Iteration 0F: 2 clusters Score -4040350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -4028221.250000 Penalty: 4902.286621
	Iteration 0F: 3 clusters Score -4028221 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4032644.500000 Penalty: 4902.286621
	Iteration 1F: 3 clusters Score -4032644 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4032976.750000 Penalty: 4902.286621
	Iteration 2F: 3 clusters Score -4032977 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4033265.250000 Penalty: 4902.286621
	Iteration 3Q: 3 clusters Score -4033265 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -4033504.500000 Penalty: 4902.286621
	Iteration 4Q: 3 clusters Score -4033504 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4033739.250000 Penalty: 4902.286621
	Iteration 5Q: 3 clusters Score -4033739 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -4033969.500000 Penalty: 4902.286621
	Iteration 6Q: 3 clusters Score -4033970 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4034148.500000 Penalty: 4902.286621
	Iteration 7Q: 3 clusters Score -4034148 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4034326.500000 Penalty: 4902.286621
	Iteration 8Q: 3 clusters Score -4034326 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -4034492.750000 Penalty: 4902.286621
	Iteration 9Q: 3 clusters Score -4034493 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -4034723.750000 Penalty: 4902.286621
	Iteration 10Q: 3 clusters Score -4034724 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4035062.250000 Penalty: 4902.286621
	Iteration 11Q: 3 clusters Score -4035062 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4035553.500000 Penalty: 4902.286621
	Iteration 12Q: 3 clusters Score -4035554 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4036322.000000 Penalty: 4902.286621
	Iteration 13F: 3 clusters Score -4036322 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4037005.000000 Penalty: 4902.286621
	Iteration 14F: 3 clusters Score -4037005 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4037509.250000 Penalty: 4902.286621
	Iteration 15Q: 3 clusters Score -4037509 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4037881.000000 Penalty: 4902.286621
	Iteration 16Q: 3 clusters Score -4037881 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -4038226.500000 Penalty: 4902.286621
	Iteration 17Q: 3 clusters Score -4038226 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -4038556.250000 Penalty: 4902.286621
	Iteration 18Q: 3 clusters Score -4038556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4038836.250000 Penalty: 4902.286621
	Iteration 19Q: 3 clusters Score -4038836 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4038996.000000 Penalty: 4902.286621
	Iteration 20F: 3 clusters Score -4038996 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4039067.250000 Penalty: 4902.286621
	Iteration 21Q: 3 clusters Score -4039067 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -4039104.500000 Penalty: 4902.286621
	Iteration 22Q: 3 clusters Score -4039104 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4039137.750000 Penalty: 4902.286621
	Iteration 23Q: 3 clusters Score -4039138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4039113.750000 Penalty: 4902.286621
	Iteration 24Q: 3 clusters Score -4039114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4039119.500000 Penalty: 4902.286621
	Iteration 25Q: 3 clusters Score -4039120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4039117.000000 Penalty: 4902.286621
	Iteration 26Q: 3 clusters Score -4039117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4039076.750000 Penalty: 4902.286621
	Iteration 27Q: 3 clusters Score -4039077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4039056.000000 Penalty: 4902.286621
	Iteration 28Q: 3 clusters Score -4039056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4039055.750000 Penalty: 4902.286621
	Iteration 29Q: 3 clusters Score -4039056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4038998.500000 Penalty: 4902.286621
	Iteration 30Q: 3 clusters Score -4038998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -4038999.750000 Penalty: 4902.286621
	Iteration 31Q: 3 clusters Score -4039000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -4038990.000000 Penalty: 4902.286621
	Iteration 32Q: 3 clusters Score -4038990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -4038980.500000 Penalty: 4902.286621
	Iteration 33Q: 3 clusters Score -4038980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4038993.000000 Penalty: 4902.286621
	Iteration 34Q: 3 clusters Score -4038993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4038995.000000 Penalty: 4902.286621
	Iteration 35Q: 3 clusters Score -4038995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4038969.000000 Penalty: 4902.286621
	Iteration 36Q: 3 clusters Score -4038969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4038954.250000 Penalty: 4902.286621
	Iteration 37Q: 3 clusters Score -4038954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4038960.500000 Penalty: 4902.286621
	Iteration 38Q: 3 clusters Score -4038960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4038949.750000 Penalty: 4902.286621
	Iteration 39Q: 3 clusters Score -4038950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4038938.500000 Penalty: 4902.286621
	Iteration 40F: 3 clusters Score -4038938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4038936.750000 Penalty: 4902.286621
	Iteration 41Q: 3 clusters Score -4038937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4038936.250000 Penalty: 4902.286621
	Iteration 42Q: 3 clusters Score -4038936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4038937.000000 Penalty: 4902.286621
	Iteration 43Q: 3 clusters Score -4038937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4038942.500000 Penalty: 4902.286621
	Iteration 44Q: 3 clusters Score -4038942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4038928.000000 Penalty: 4902.286621
	Iteration 45Q: 3 clusters Score -4038928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -4038956.250000 Penalty: 4902.286621
	Iteration 46Q: 3 clusters Score -4038956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4038957.250000 Penalty: 4902.286621
	Iteration 47Q: 3 clusters Score -4038957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4038957.250000 Penalty: 4902.286621
	Iteration 48F: 3 clusters Score -4038957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Entering Unmasked Estep 
Score: -5184578.500000 Penalty: 2515.116455
	Iteration 0F: 2 clusters Score -5184578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5168959.500000 Penalty: 5030.232910
	Iteration 0F: 3 clusters Score -5168960 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5175137.000000 Penalty: 5030.232910
	Iteration 1F: 3 clusters Score -5175137 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5175729.000000 Penalty: 5030.232910
	Iteration 2F: 3 clusters Score -5175729 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -5176318.000000 Penalty: 5030.232910
	Iteration 3F: 3 clusters Score -5176318 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5176968.000000 Penalty: 5030.232910
	Iteration 4F: 3 clusters Score -5176968 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5177797.500000 Penalty: 5030.232910
	Iteration 5F: 3 clusters Score -5177798 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -5178972.000000 Penalty: 5030.232910
	Iteration 6F: 3 clusters Score -5178972 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5180602.000000 Penalty: 5030.232910
	Iteration 7F: 3 clusters Score -5180602 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -5181935.500000 Penalty: 5030.232910
	Iteration 8F: 3 clusters Score -5181936 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5182600.000000 Penalty: 5030.232910
	Iteration 9Q: 3 clusters Score -5182600 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5182927.000000 Penalty: 5030.232910
	Iteration 10Q: 3 clusters Score -5182927 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -5183156.000000 Penalty: 5030.232910
	Iteration 11Q: 3 clusters Score -5183156 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -5183327.500000 Penalty: 5030.232910
	Iteration 12Q: 3 clusters Score -5183328 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5183472.500000 Penalty: 5030.232910
	Iteration 13Q: 3 clusters Score -5183472 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5183619.500000 Penalty: 5030.232910
	Iteration 14Q: 3 clusters Score -5183620 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5183723.000000 Penalty: 5030.232910
	Iteration 15Q: 3 clusters Score -5183723 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5183853.500000 Penalty: 5030.232910
	Iteration 16Q: 3 clusters Score -5183854 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -5183955.000000 Penalty: 5030.232910
	Iteration 17Q: 3 clusters Score -5183955 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5184036.500000 Penalty: 5030.232910
	Iteration 18Q: 3 clusters Score -5184036 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -5184100.000000 Penalty: 5030.232910
	Iteration 19Q: 3 clusters Score -5184100 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -5184145.500000 Penalty: 5030.232910
	Iteration 20F: 3 clusters Score -5184146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5184220.000000 Penalty: 5030.232910
	Iteration 21Q: 3 clusters Score -5184220 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5184221.500000 Penalty: 5030.232910
	Iteration 22Q: 3 clusters Score -5184222 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -5184237.500000 Penalty: 5030.232910
	Iteration 23Q: 3 clusters Score -5184238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -5184231.000000 Penalty: 5030.232910
	Iteration 24Q: 3 clusters Score -5184231 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5184222.000000 Penalty: 5030.232910
	Iteration 25Q: 3 clusters Score -5184222 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -5184240.000000 Penalty: 5030.232910
	Iteration 26Q: 3 clusters Score -5184240 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -5184231.500000 Penalty: 5030.232910
	Iteration 27Q: 3 clusters Score -5184232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -5184229.000000 Penalty: 5030.232910
	Iteration 28Q: 3 clusters Score -5184229 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5184225.500000 Penalty: 5030.232910
	Iteration 29Q: 3 clusters Score -5184226 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -5184224.500000 Penalty: 5030.232910
	Iteration 30Q: 3 clusters Score -5184224 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -5184205.000000 Penalty: 5030.232910
	Iteration 31Q: 3 clusters Score -5184205 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -5184188.500000 Penalty: 5030.232910
	Iteration 32Q: 3 clusters Score -5184188 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -5184178.000000 Penalty: 5030.232910
	Iteration 33Q: 3 clusters Score -5184178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -5184149.500000 Penalty: 5030.232910
	Iteration 34Q: 3 clusters Score -5184150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -5184137.000000 Penalty: 5030.232910
	Iteration 35Q: 3 clusters Score -5184137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5184100.500000 Penalty: 5030.232910
	Iteration 36Q: 3 clusters Score -5184100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5184091.000000 Penalty: 5030.232910
	Iteration 37Q: 3 clusters Score -5184091 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -5184061.000000 Penalty: 5030.232910
	Iteration 38Q: 3 clusters Score -5184061 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -5184054.000000 Penalty: 5030.232910
	Iteration 39Q: 3 clusters Score -5184054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -5184036.000000 Penalty: 5030.232910
	Iteration 40F: 3 clusters Score -5184036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5184022.000000 Penalty: 5030.232910
	Iteration 41Q: 3 clusters Score -5184022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5184014.500000 Penalty: 5030.232910
	Iteration 42Q: 3 clusters Score -5184014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -5183992.000000 Penalty: 5030.232910
	Iteration 43Q: 3 clusters Score -5183992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -5183996.500000 Penalty: 5030.232910
	Iteration 44Q: 3 clusters Score -5183996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -5183985.500000 Penalty: 5030.232910
	Iteration 45Q: 3 clusters Score -5183986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5183979.000000 Penalty: 5030.232910
	Iteration 46Q: 3 clusters Score -5183979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5183961.500000 Penalty: 5030.232910
	Iteration 47Q: 3 clusters Score -5183962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -5183955.000000 Penalty: 5030.232910
	Iteration 48Q: 3 clusters Score -5183955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -5183951.000000 Penalty: 5030.232910
	Iteration 49Q: 3 clusters Score -5183951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -5183938.000000 Penalty: 5030.232910
	Iteration 50Q: 3 clusters Score -5183938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -5183922.500000 Penalty: 5030.232910
	Iteration 51Q: 3 clusters Score -5183922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -5183931.000000 Penalty: 5030.232910
	Iteration 52Q: 3 clusters Score -5183931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5183924.500000 Penalty: 5030.232910
	Iteration 53Q: 3 clusters Score -5183924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -5183918.500000 Penalty: 5030.232910
	Iteration 54Q: 3 clusters Score -5183918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -5183914.500000 Penalty: 5030.232910
	Iteration 55Q: 3 clusters Score -5183914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -5183914.000000 Penalty: 5030.232910
	Iteration 56Q: 3 clusters Score -5183914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5183914.000000 Penalty: 5030.232910
	Iteration 57Q: 3 clusters Score -5183914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5183906.000000 Penalty: 5030.232910
	Iteration 58Q: 3 clusters Score -5183906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -5183910.500000 Penalty: 5030.232910
	Iteration 59Q: 3 clusters Score -5183910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5183905.000000 Penalty: 5030.232910
	Iteration 60F: 3 clusters Score -5183905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5183909.500000 Penalty: 5030.232910
	Iteration 61Q: 3 clusters Score -5183910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -5183901.000000 Penalty: 5030.232910
	Iteration 62Q: 3 clusters Score -5183901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -5183894.500000 Penalty: 5030.232910
	Iteration 63Q: 3 clusters Score -5183894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5183898.000000 Penalty: 5030.232910
	Iteration 64Q: 3 clusters Score -5183898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5183896.000000 Penalty: 5030.232910
	Iteration 65Q: 3 clusters Score -5183896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5183895.500000 Penalty: 5030.232910
	Iteration 66Q: 3 clusters Score -5183896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5183889.500000 Penalty: 5030.232910
	Iteration 67Q: 3 clusters Score -5183890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5183887.000000 Penalty: 5030.232910
	Iteration 68Q: 3 clusters Score -5183887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -5183888.500000 Penalty: 5030.232910
	Iteration 69Q: 3 clusters Score -5183888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -5183891.000000 Penalty: 5030.232910
	Iteration 70Q: 3 clusters Score -5183891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -5183887.500000 Penalty: 5030.232910
	Iteration 71Q: 3 clusters Score -5183888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5183891.000000 Penalty: 5030.232910
	Iteration 72Q: 3 clusters Score -5183891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5183886.500000 Penalty: 5030.232910
	Iteration 73Q: 3 clusters Score -5183886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5183881.000000 Penalty: 5030.232910
	Iteration 74Q: 3 clusters Score -5183881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5183884.500000 Penalty: 5030.232910
	Iteration 75Q: 3 clusters Score -5183884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -5183883.000000 Penalty: 5030.232910
	Iteration 76Q: 3 clusters Score -5183883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5183885.000000 Penalty: 5030.232910
	Iteration 77Q: 3 clusters Score -5183885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -5183886.500000 Penalty: 5030.232910
	Iteration 78Q: 3 clusters Score -5183886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5183892.000000 Penalty: 5030.232910
	Iteration 79Q: 3 clusters Score -5183892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -5183891.000000 Penalty: 5030.232910
	Iteration 80F: 3 clusters Score -5183891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -5183891.500000 Penalty: 5030.232910
	Iteration 81Q: 3 clusters Score -5183892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5183892.000000 Penalty: 5030.232910
	Iteration 82Q: 3 clusters Score -5183892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -5183891.500000 Penalty: 5030.232910
	Iteration 83Q: 3 clusters Score -5183892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -5183891.500000 Penalty: 5030.232910
	Iteration 84Q: 3 clusters Score -5183892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5183893.500000 Penalty: 5030.232910
	Iteration 85Q: 3 clusters Score -5183894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -5183887.500000 Penalty: 5030.232910
	Iteration 86Q: 3 clusters Score -5183888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -5183886.000000 Penalty: 5030.232910
	Iteration 87Q: 3 clusters Score -5183886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -5183885.000000 Penalty: 5030.232910
	Iteration 88Q: 3 clusters Score -5183885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -5183883.500000 Penalty: 5030.232910
	Iteration 89Q: 3 clusters Score -5183884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -5183892.500000 Penalty: 5030.232910
	Iteration 90Q: 3 clusters Score -5183892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5183888.000000 Penalty: 5030.232910
	Iteration 91Q: 3 clusters Score -5183888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -5183885.500000 Penalty: 5030.232910
	Iteration 92Q: 3 clusters Score -5183886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5183885.000000 Penalty: 5030.232910
	Iteration 93Q: 3 clusters Score -5183885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5183886.000000 Penalty: 5030.232910
	Iteration 94Q: 3 clusters Score -5183886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -5183881.500000 Penalty: 5030.232910
	Iteration 95Q: 3 clusters Score -5183882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -5183879.500000 Penalty: 5030.232910
	Iteration 96Q: 3 clusters Score -5183880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -5183880.500000 Penalty: 5030.232910
	Iteration 97Q: 3 clusters Score -5183880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5183884.000000 Penalty: 5030.232910
	Iteration 98Q: 3 clusters Score -5183884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -5183887.500000 Penalty: 5030.232910
	Iteration 99Q: 3 clusters Score -5183888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -5183887.500000 Penalty: 5030.232910
	Iteration 100F: 3 clusters Score -5183888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Entering Unmasked Estep 
Score: -4020985.250000 Penalty: 2450.179932
	Iteration 0F: 2 clusters Score -4020985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4008866.750000 Penalty: 4900.359863
	Iteration 0F: 3 clusters Score -4008867 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4013263.750000 Penalty: 4900.359863
	Iteration 1F: 3 clusters Score -4013264 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4013607.000000 Penalty: 4900.359863
	Iteration 2F: 3 clusters Score -4013607 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4013866.750000 Penalty: 4900.359863
	Iteration 3Q: 3 clusters Score -4013867 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -4014059.000000 Penalty: 4900.359863
	Iteration 4Q: 3 clusters Score -4014059 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4014201.250000 Penalty: 4900.359863
	Iteration 5Q: 3 clusters Score -4014201 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4014325.000000 Penalty: 4900.359863
	Iteration 6Q: 3 clusters Score -4014325 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4014408.000000 Penalty: 4900.359863
	Iteration 7Q: 3 clusters Score -4014408 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4014485.000000 Penalty: 4900.359863
	Iteration 8Q: 3 clusters Score -4014485 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4014532.750000 Penalty: 4900.359863
	Iteration 9Q: 3 clusters Score -4014533 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4014601.500000 Penalty: 4900.359863
	Iteration 10Q: 3 clusters Score -4014602 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4014653.250000 Penalty: 4900.359863
	Iteration 11Q: 3 clusters Score -4014653 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4014689.750000 Penalty: 4900.359863
	Iteration 12Q: 3 clusters Score -4014690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -4014741.000000 Penalty: 4900.359863
	Iteration 13Q: 3 clusters Score -4014741 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4014794.000000 Penalty: 4900.359863
	Iteration 14Q: 3 clusters Score -4014794 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4014844.500000 Penalty: 4900.359863
	Iteration 15Q: 3 clusters Score -4014844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4014897.500000 Penalty: 4900.359863
	Iteration 16Q: 3 clusters Score -4014898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4014927.000000 Penalty: 4900.359863
	Iteration 17Q: 3 clusters Score -4014927 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4014971.250000 Penalty: 4900.359863
	Iteration 18Q: 3 clusters Score -4014971 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -4014999.250000 Penalty: 4900.359863
	Iteration 19Q: 3 clusters Score -4014999 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4015052.000000 Penalty: 4900.359863
	Iteration 20F: 3 clusters Score -4015052 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4015120.250000 Penalty: 4900.359863
	Iteration 21Q: 3 clusters Score -4015120 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4015189.750000 Penalty: 4900.359863
	Iteration 22Q: 3 clusters Score -4015190 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4015319.000000 Penalty: 4900.359863
	Iteration 23Q: 3 clusters Score -4015319 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -4015477.750000 Penalty: 4900.359863
	Iteration 24Q: 3 clusters Score -4015478 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4015751.000000 Penalty: 4900.359863
	Iteration 25Q: 3 clusters Score -4015751 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -4016068.000000 Penalty: 4900.359863
	Iteration 26Q: 3 clusters Score -4016068 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -4016382.500000 Penalty: 4900.359863
	Iteration 27Q: 3 clusters Score -4016382 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4016621.750000 Penalty: 4900.359863
	Iteration 28Q: 3 clusters Score -4016622 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4016833.500000 Penalty: 4900.359863
	Iteration 29Q: 3 clusters Score -4016834 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4016994.500000 Penalty: 4900.359863
	Iteration 30Q: 3 clusters Score -4016994 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4017092.750000 Penalty: 4900.359863
	Iteration 31Q: 3 clusters Score -4017093 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -4017138.000000 Penalty: 4900.359863
	Iteration 32Q: 3 clusters Score -4017138 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4017161.500000 Penalty: 4900.359863
	Iteration 33Q: 3 clusters Score -4017162 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4017201.750000 Penalty: 4900.359863
	Iteration 34Q: 3 clusters Score -4017202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4017244.500000 Penalty: 4900.359863
	Iteration 35Q: 3 clusters Score -4017244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4017267.000000 Penalty: 4900.359863
	Iteration 36Q: 3 clusters Score -4017267 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4017281.250000 Penalty: 4900.359863
	Iteration 37Q: 3 clusters Score -4017281 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -4017347.000000 Penalty: 4900.359863
	Iteration 38Q: 3 clusters Score -4017347 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4017393.750000 Penalty: 4900.359863
	Iteration 39Q: 3 clusters Score -4017394 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -4017436.250000 Penalty: 4900.359863
	Iteration 40F: 3 clusters Score -4017436 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4017540.000000 Penalty: 4900.359863
	Iteration 41Q: 3 clusters Score -4017540 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -4017635.750000 Penalty: 4900.359863
	Iteration 42Q: 3 clusters Score -4017636 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -4017721.250000 Penalty: 4900.359863
	Iteration 43Q: 3 clusters Score -4017721 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -4017823.000000 Penalty: 4900.359863
	Iteration 44Q: 3 clusters Score -4017823 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4017958.250000 Penalty: 4900.359863
	Iteration 45Q: 3 clusters Score -4017958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -4018125.250000 Penalty: 4900.359863
	Iteration 46Q: 3 clusters Score -4018125 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4018309.500000 Penalty: 4900.359863
	Iteration 47Q: 3 clusters Score -4018310 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4018475.000000 Penalty: 4900.359863
	Iteration 48Q: 3 clusters Score -4018475 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4018634.000000 Penalty: 4900.359863
	Iteration 49Q: 3 clusters Score -4018634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4018736.000000 Penalty: 4900.359863
	Iteration 50Q: 3 clusters Score -4018736 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4018843.750000 Penalty: 4900.359863
	Iteration 51Q: 3 clusters Score -4018844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4018878.250000 Penalty: 4900.359863
	Iteration 52Q: 3 clusters Score -4018878 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4018964.500000 Penalty: 4900.359863
	Iteration 53Q: 3 clusters Score -4018964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4019067.000000 Penalty: 4900.359863
	Iteration 54Q: 3 clusters Score -4019067 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4019070.750000 Penalty: 4900.359863
	Iteration 55Q: 3 clusters Score -4019071 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4019111.000000 Penalty: 4900.359863
	Iteration 56Q: 3 clusters Score -4019111 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4019152.500000 Penalty: 4900.359863
	Iteration 57Q: 3 clusters Score -4019152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -4019154.000000 Penalty: 4900.359863
	Iteration 58Q: 3 clusters Score -4019154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4019175.000000 Penalty: 4900.359863
	Iteration 59Q: 3 clusters Score -4019175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4019265.500000 Penalty: 4900.359863
	Iteration 60F: 3 clusters Score -4019266 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4019283.750000 Penalty: 4900.359863
	Iteration 61Q: 3 clusters Score -4019284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4019316.500000 Penalty: 4900.359863
	Iteration 62Q: 3 clusters Score -4019316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4019331.250000 Penalty: 4900.359863
	Iteration 63Q: 3 clusters Score -4019331 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4019355.000000 Penalty: 4900.359863
	Iteration 64Q: 3 clusters Score -4019355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -4019370.000000 Penalty: 4900.359863
	Iteration 65Q: 3 clusters Score -4019370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4019377.250000 Penalty: 4900.359863
	Iteration 66Q: 3 clusters Score -4019377 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4019382.000000 Penalty: 4900.359863
	Iteration 67Q: 3 clusters Score -4019382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4019396.750000 Penalty: 4900.359863
	Iteration 68Q: 3 clusters Score -4019397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4019398.000000 Penalty: 4900.359863
	Iteration 69Q: 3 clusters Score -4019398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4019411.750000 Penalty: 4900.359863
	Iteration 70Q: 3 clusters Score -4019412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -4019410.750000 Penalty: 4900.359863
	Iteration 71Q: 3 clusters Score -4019411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4019408.750000 Penalty: 4900.359863
	Iteration 72Q: 3 clusters Score -4019409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4019412.000000 Penalty: 4900.359863
	Iteration 73Q: 3 clusters Score -4019412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4019417.750000 Penalty: 4900.359863
	Iteration 74Q: 3 clusters Score -4019418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4019431.000000 Penalty: 4900.359863
	Iteration 75Q: 3 clusters Score -4019431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4019430.250000 Penalty: 4900.359863
	Iteration 76Q: 3 clusters Score -4019430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4019442.000000 Penalty: 4900.359863
	Iteration 77Q: 3 clusters Score -4019442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4019443.000000 Penalty: 4900.359863
	Iteration 78Q: 3 clusters Score -4019443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4019445.500000 Penalty: 4900.359863
	Iteration 79Q: 3 clusters Score -4019446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -4019444.250000 Penalty: 4900.359863
	Iteration 80F: 3 clusters Score -4019444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4019444.250000 Penalty: 4900.359863
	Iteration 81Q: 3 clusters Score -4019444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4019436.750000 Penalty: 4900.359863
	Iteration 82Q: 3 clusters Score -4019437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -4019452.000000 Penalty: 4900.359863
	Iteration 83Q: 3 clusters Score -4019452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4019438.250000 Penalty: 4900.359863
	Iteration 84Q: 3 clusters Score -4019438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4019444.500000 Penalty: 4900.359863
	Iteration 85Q: 3 clusters Score -4019444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -4019444.500000 Penalty: 4900.359863
	Iteration 86F: 3 clusters Score -4019444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -736789.500000 Penalty: 2048.473877
	Iteration 0F: 2 clusters Score -736789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -732946.187500 Penalty: 4096.947754
	Iteration 0F: 3 clusters Score -732946.2 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -733779.687500 Penalty: 4096.947754
	Iteration 1F: 3 clusters Score -733779.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -733983.000000 Penalty: 4096.947754
	Iteration 2F: 3 clusters Score -733983 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -734101.312500 Penalty: 4096.947754
	Iteration 3F: 3 clusters Score -734101.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -734167.250000 Penalty: 4096.947754
	Iteration 4Q: 3 clusters Score -734167.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -734227.250000 Penalty: 4096.947754
	Iteration 5Q: 3 clusters Score -734227.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -734277.687500 Penalty: 4096.947754
	Iteration 6Q: 3 clusters Score -734277.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -734318.500000 Penalty: 4096.947754
	Iteration 7Q: 3 clusters Score -734318.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -734351.375000 Penalty: 4096.947754
	Iteration 8Q: 3 clusters Score -734351.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -734394.562500 Penalty: 4096.947754
	Iteration 9Q: 3 clusters Score -734394.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -734441.250000 Penalty: 4096.947754
	Iteration 10Q: 3 clusters Score -734441.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -734501.562500 Penalty: 4096.947754
	Iteration 11Q: 3 clusters Score -734501.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -734562.437500 Penalty: 4096.947754
	Iteration 12Q: 3 clusters Score -734562.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -734608.625000 Penalty: 4096.947754
	Iteration 13Q: 3 clusters Score -734608.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -734653.875000 Penalty: 4096.947754
	Iteration 14Q: 3 clusters Score -734653.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -734688.500000 Penalty: 4096.947754
	Iteration 15Q: 3 clusters Score -734688.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -734712.125000 Penalty: 4096.947754
	Iteration 16Q: 3 clusters Score -734712.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -734743.812500 Penalty: 4096.947754
	Iteration 17Q: 3 clusters Score -734743.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -734770.500000 Penalty: 4096.947754
	Iteration 18Q: 3 clusters Score -734770.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -734796.125000 Penalty: 4096.947754
	Iteration 19Q: 3 clusters Score -734796.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -734828.937500 Penalty: 4096.947754
	Iteration 20F: 3 clusters Score -734828.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -734860.687500 Penalty: 4096.947754
	Iteration 21Q: 3 clusters Score -734860.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -734894.062500 Penalty: 4096.947754
	Iteration 22Q: 3 clusters Score -734894.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -734917.187500 Penalty: 4096.947754
	Iteration 23Q: 3 clusters Score -734917.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -734935.750000 Penalty: 4096.947754
	Iteration 24Q: 3 clusters Score -734935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -734959.062500 Penalty: 4096.947754
	Iteration 25Q: 3 clusters Score -734959.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -734967.562500 Penalty: 4096.947754
	Iteration 26Q: 3 clusters Score -734967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -734972.187500 Penalty: 4096.947754
	Iteration 27Q: 3 clusters Score -734972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -734974.687500 Penalty: 4096.947754
	Iteration 28Q: 3 clusters Score -734974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -734978.750000 Penalty: 4096.947754
	Iteration 29Q: 3 clusters Score -734978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -734979.812500 Penalty: 4096.947754
	Iteration 30Q: 3 clusters Score -734979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -734981.000000 Penalty: 4096.947754
	Iteration 31Q: 3 clusters Score -734981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -734981.062500 Penalty: 4096.947754
	Iteration 32Q: 3 clusters Score -734981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -734981.375000 Penalty: 4096.947754
	Iteration 33Q: 3 clusters Score -734981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -734983.000000 Penalty: 4096.947754
	Iteration 34Q: 3 clusters Score -734983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -734983.000000 Penalty: 4096.947754
	Iteration 35F: 3 clusters Score -734983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -16896.373047 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16896.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16995.939453 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16995.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17045.597656 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -17045.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17045.597656 Penalty: 2418.097900
	Iteration 3F: 3 clusters Score -17045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Entering Unmasked Estep 
Score: -4205066.500000 Penalty: 2460.671875
	Iteration 0F: 2 clusters Score -4205066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4192618.500000 Penalty: 4921.343750
	Iteration 0F: 3 clusters Score -4192618 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -4197325.000000 Penalty: 4921.343750
	Iteration 1F: 3 clusters Score -4197325 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -4197712.500000 Penalty: 4921.343750
	Iteration 2F: 3 clusters Score -4197712 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -4197977.000000 Penalty: 4921.343750
	Iteration 3Q: 3 clusters Score -4197977 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10278 members 
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Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10263 members 
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Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10088 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10065 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10062 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10050 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10035 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9946 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9881 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9811 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9588 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14329 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 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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	Iteration 48Q: 3 clusters Score -4201304 nChanged 142
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Mstep: Class 1 contains 6520 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4201316 nChanged 159
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6576 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6775 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6989 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8584 members 
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Mstep: Class 1 contains 9262 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4204180 nChanged 119
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Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -4204009.000000 Penalty: 4921.343750
	Iteration 97Q: 3 clusters Score -4204009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4203996.000000 Penalty: 4921.343750
	Iteration 98Q: 3 clusters Score -4203996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4204008.000000 Penalty: 4921.343750
	Iteration 99Q: 3 clusters Score -4204008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4204017.500000 Penalty: 4921.343750
	Iteration 100F: 3 clusters Score -4204018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4204011.500000 Penalty: 4921.343750
	Iteration 101Q: 3 clusters Score -4204012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4204026.000000 Penalty: 4921.343750
	Iteration 102Q: 3 clusters Score -4204026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -4204010.500000 Penalty: 4921.343750
	Iteration 103Q: 3 clusters Score -4204010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4204006.000000 Penalty: 4921.343750
	Iteration 104Q: 3 clusters Score -4204006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4204006.000000 Penalty: 4921.343750
	Iteration 105F: 3 clusters Score -4204006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Entering Unmasked Estep 
Score: -4142239.250000 Penalty: 2457.215332
	Iteration 0F: 2 clusters Score -4142239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4129729.500000 Penalty: 4914.430664
	Iteration 0F: 3 clusters Score -4129730 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -4134456.500000 Penalty: 4914.430664
	Iteration 1F: 3 clusters Score -4134456 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4134773.250000 Penalty: 4914.430664
	Iteration 2F: 3 clusters Score -4134773 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -4134993.500000 Penalty: 4914.430664
	Iteration 3Q: 3 clusters Score -4134994 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4135163.500000 Penalty: 4914.430664
	Iteration 4Q: 3 clusters Score -4135164 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4135331.750000 Penalty: 4914.430664
	Iteration 5Q: 3 clusters Score -4135332 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -4135496.000000 Penalty: 4914.430664
	Iteration 6Q: 3 clusters Score -4135496 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4135635.000000 Penalty: 4914.430664
	Iteration 7Q: 3 clusters Score -4135635 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4135767.000000 Penalty: 4914.430664
	Iteration 8Q: 3 clusters Score -4135767 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -4135869.000000 Penalty: 4914.430664
	Iteration 9Q: 3 clusters Score -4135869 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4135971.500000 Penalty: 4914.430664
	Iteration 10Q: 3 clusters Score -4135972 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4136070.000000 Penalty: 4914.430664
	Iteration 11Q: 3 clusters Score -4136070 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -4136173.500000 Penalty: 4914.430664
	Iteration 12Q: 3 clusters Score -4136174 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4136266.500000 Penalty: 4914.430664
	Iteration 13Q: 3 clusters Score -4136266 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4136376.750000 Penalty: 4914.430664
	Iteration 14Q: 3 clusters Score -4136377 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4136444.500000 Penalty: 4914.430664
	Iteration 15Q: 3 clusters Score -4136444 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4136539.000000 Penalty: 4914.430664
	Iteration 16Q: 3 clusters Score -4136539 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4136638.500000 Penalty: 4914.430664
	Iteration 17Q: 3 clusters Score -4136638 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4136768.250000 Penalty: 4914.430664
	Iteration 18Q: 3 clusters Score -4136768 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4136966.500000 Penalty: 4914.430664
	Iteration 19Q: 3 clusters Score -4136966 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4137268.000000 Penalty: 4914.430664
	Iteration 20F: 3 clusters Score -4137268 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4137714.250000 Penalty: 4914.430664
	Iteration 21Q: 3 clusters Score -4137714 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4138168.000000 Penalty: 4914.430664
	Iteration 22Q: 3 clusters Score -4138168 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4138555.750000 Penalty: 4914.430664
	Iteration 23Q: 3 clusters Score -4138556 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4138789.250000 Penalty: 4914.430664
	Iteration 24Q: 3 clusters Score -4138789 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4139067.250000 Penalty: 4914.430664
	Iteration 25Q: 3 clusters Score -4139067 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4139261.750000 Penalty: 4914.430664
	Iteration 26Q: 3 clusters Score -4139262 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4139507.000000 Penalty: 4914.430664
	Iteration 27Q: 3 clusters Score -4139507 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4139743.250000 Penalty: 4914.430664
	Iteration 28Q: 3 clusters Score -4139743 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4139956.500000 Penalty: 4914.430664
	Iteration 29Q: 3 clusters Score -4139956 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -4140053.000000 Penalty: 4914.430664
	Iteration 30Q: 3 clusters Score -4140053 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4140111.250000 Penalty: 4914.430664
	Iteration 31Q: 3 clusters Score -4140111 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -4140248.750000 Penalty: 4914.430664
	Iteration 32Q: 3 clusters Score -4140249 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4140413.500000 Penalty: 4914.430664
	Iteration 33Q: 3 clusters Score -4140414 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4140460.750000 Penalty: 4914.430664
	Iteration 34Q: 3 clusters Score -4140461 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4140580.750000 Penalty: 4914.430664
	Iteration 35Q: 3 clusters Score -4140581 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4140647.500000 Penalty: 4914.430664
	Iteration 36Q: 3 clusters Score -4140648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4140695.250000 Penalty: 4914.430664
	Iteration 37Q: 3 clusters Score -4140695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4140708.750000 Penalty: 4914.430664
	Iteration 38Q: 3 clusters Score -4140709 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -4140751.000000 Penalty: 4914.430664
	Iteration 39Q: 3 clusters Score -4140751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -4140766.000000 Penalty: 4914.430664
	Iteration 40F: 3 clusters Score -4140766 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4140820.500000 Penalty: 4914.430664
	Iteration 41Q: 3 clusters Score -4140820 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4140850.250000 Penalty: 4914.430664
	Iteration 42Q: 3 clusters Score -4140850 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -4140875.500000 Penalty: 4914.430664
	Iteration 43Q: 3 clusters Score -4140876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4140916.250000 Penalty: 4914.430664
	Iteration 44Q: 3 clusters Score -4140916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -4140922.250000 Penalty: 4914.430664
	Iteration 45Q: 3 clusters Score -4140922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4140909.250000 Penalty: 4914.430664
	Iteration 46Q: 3 clusters Score -4140909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4140949.250000 Penalty: 4914.430664
	Iteration 47Q: 3 clusters Score -4140949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4140937.750000 Penalty: 4914.430664
	Iteration 48Q: 3 clusters Score -4140938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4140945.500000 Penalty: 4914.430664
	Iteration 49Q: 3 clusters Score -4140946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -4140938.250000 Penalty: 4914.430664
	Iteration 50Q: 3 clusters Score -4140938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4140942.000000 Penalty: 4914.430664
	Iteration 51Q: 3 clusters Score -4140942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4140956.250000 Penalty: 4914.430664
	Iteration 52Q: 3 clusters Score -4140956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4140965.000000 Penalty: 4914.430664
	Iteration 53Q: 3 clusters Score -4140965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4140973.250000 Penalty: 4914.430664
	Iteration 54Q: 3 clusters Score -4140973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4140975.250000 Penalty: 4914.430664
	Iteration 55Q: 3 clusters Score -4140975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4140968.750000 Penalty: 4914.430664
	Iteration 56Q: 3 clusters Score -4140969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4140967.000000 Penalty: 4914.430664
	Iteration 57Q: 3 clusters Score -4140967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4140976.750000 Penalty: 4914.430664
	Iteration 58Q: 3 clusters Score -4140977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4140986.500000 Penalty: 4914.430664
	Iteration 59Q: 3 clusters Score -4140986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4140988.750000 Penalty: 4914.430664
	Iteration 60F: 3 clusters Score -4140989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -4140987.000000 Penalty: 4914.430664
	Iteration 61Q: 3 clusters Score -4140987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4140982.250000 Penalty: 4914.430664
	Iteration 62Q: 3 clusters Score -4140982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4140989.750000 Penalty: 4914.430664
	Iteration 63Q: 3 clusters Score -4140990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4140981.250000 Penalty: 4914.430664
	Iteration 64Q: 3 clusters Score -4140981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4140989.750000 Penalty: 4914.430664
	Iteration 65Q: 3 clusters Score -4140990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4140999.500000 Penalty: 4914.430664
	Iteration 66Q: 3 clusters Score -4141000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4141008.750000 Penalty: 4914.430664
	Iteration 67Q: 3 clusters Score -4141009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4141007.750000 Penalty: 4914.430664
	Iteration 68Q: 3 clusters Score -4141008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4141011.750000 Penalty: 4914.430664
	Iteration 69Q: 3 clusters Score -4141012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4141018.000000 Penalty: 4914.430664
	Iteration 70Q: 3 clusters Score -4141018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4141009.750000 Penalty: 4914.430664
	Iteration 71Q: 3 clusters Score -4141010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4141011.500000 Penalty: 4914.430664
	Iteration 72Q: 3 clusters Score -4141012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -4141015.000000 Penalty: 4914.430664
	Iteration 73Q: 3 clusters Score -4141015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4141009.750000 Penalty: 4914.430664
	Iteration 74Q: 3 clusters Score -4141010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4141013.250000 Penalty: 4914.430664
	Iteration 75Q: 3 clusters Score -4141013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4141015.250000 Penalty: 4914.430664
	Iteration 76Q: 3 clusters Score -4141015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4141013.000000 Penalty: 4914.430664
	Iteration 77Q: 3 clusters Score -4141013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4141010.500000 Penalty: 4914.430664
	Iteration 78Q: 3 clusters Score -4141010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -4141014.500000 Penalty: 4914.430664
	Iteration 79Q: 3 clusters Score -4141014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -4141013.000000 Penalty: 4914.430664
	Iteration 80F: 3 clusters Score -4141013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4141013.250000 Penalty: 4914.430664
	Iteration 81Q: 3 clusters Score -4141013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -4141013.250000 Penalty: 4914.430664
	Iteration 82F: 3 clusters Score -4141013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Entering Unmasked Estep 
Score: -5410727.500000 Penalty: 2537.892822
	Iteration 0F: 2 clusters Score -5410728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -5392162.500000 Penalty: 5075.785645
	Iteration 0F: 3 clusters Score -5392162 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5398800.500000 Penalty: 5075.785645
	Iteration 1F: 3 clusters Score -5398800 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5399328.500000 Penalty: 5075.785645
	Iteration 2F: 3 clusters Score -5399328 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5399729.000000 Penalty: 5075.785645
	Iteration 3Q: 3 clusters Score -5399729 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5400114.000000 Penalty: 5075.785645
	Iteration 4Q: 3 clusters Score -5400114 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5400542.500000 Penalty: 5075.785645
	Iteration 5Q: 3 clusters Score -5400542 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -5401014.500000 Penalty: 5075.785645
	Iteration 6Q: 3 clusters Score -5401014 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5401517.000000 Penalty: 5075.785645
	Iteration 7Q: 3 clusters Score -5401517 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5402186.500000 Penalty: 5075.785645
	Iteration 8Q: 3 clusters Score -5402186 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -5403095.500000 Penalty: 5075.785645
	Iteration 9Q: 3 clusters Score -5403096 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5404011.000000 Penalty: 5075.785645
	Iteration 10Q: 3 clusters Score -5404011 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -5404968.000000 Penalty: 5075.785645
	Iteration 11Q: 3 clusters Score -5404968 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5405768.000000 Penalty: 5075.785645
	Iteration 12Q: 3 clusters Score -5405768 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5406150.500000 Penalty: 5075.785645
	Iteration 13Q: 3 clusters Score -5406150 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5406309.000000 Penalty: 5075.785645
	Iteration 14Q: 3 clusters Score -5406309 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -5406375.000000 Penalty: 5075.785645
	Iteration 15Q: 3 clusters Score -5406375 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5406418.000000 Penalty: 5075.785645
	Iteration 16Q: 3 clusters Score -5406418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5406440.000000 Penalty: 5075.785645
	Iteration 17Q: 3 clusters Score -5406440 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5406464.000000 Penalty: 5075.785645
	Iteration 18Q: 3 clusters Score -5406464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -5406483.500000 Penalty: 5075.785645
	Iteration 19Q: 3 clusters Score -5406484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5406483.000000 Penalty: 5075.785645
	Iteration 20F: 3 clusters Score -5406483 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -5406497.000000 Penalty: 5075.785645
	Iteration 21Q: 3 clusters Score -5406497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5406502.000000 Penalty: 5075.785645
	Iteration 22Q: 3 clusters Score -5406502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5406542.500000 Penalty: 5075.785645
	Iteration 23Q: 3 clusters Score -5406542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5406551.000000 Penalty: 5075.785645
	Iteration 24Q: 3 clusters Score -5406551 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5406554.000000 Penalty: 5075.785645
	Iteration 25Q: 3 clusters Score -5406554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -5406526.000000 Penalty: 5075.785645
	Iteration 26Q: 3 clusters Score -5406526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -5406553.500000 Penalty: 5075.785645
	Iteration 27Q: 3 clusters Score -5406554 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -5406574.000000 Penalty: 5075.785645
	Iteration 28Q: 3 clusters Score -5406574 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -5406577.000000 Penalty: 5075.785645
	Iteration 29Q: 3 clusters Score -5406577 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -5406597.500000 Penalty: 5075.785645
	Iteration 30Q: 3 clusters Score -5406598 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -5406604.500000 Penalty: 5075.785645
	Iteration 31Q: 3 clusters Score -5406604 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -5406610.000000 Penalty: 5075.785645
	Iteration 32Q: 3 clusters Score -5406610 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5406596.500000 Penalty: 5075.785645
	Iteration 33Q: 3 clusters Score -5406596 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5406595.500000 Penalty: 5075.785645
	Iteration 34Q: 3 clusters Score -5406596 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5406609.000000 Penalty: 5075.785645
	Iteration 35Q: 3 clusters Score -5406609 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5406619.000000 Penalty: 5075.785645
	Iteration 36Q: 3 clusters Score -5406619 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5406636.000000 Penalty: 5075.785645
	Iteration 37Q: 3 clusters Score -5406636 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -5406649.000000 Penalty: 5075.785645
	Iteration 38Q: 3 clusters Score -5406649 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5406659.500000 Penalty: 5075.785645
	Iteration 39Q: 3 clusters Score -5406660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -5406655.500000 Penalty: 5075.785645
	Iteration 40F: 3 clusters Score -5406656 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5406672.000000 Penalty: 5075.785645
	Iteration 41Q: 3 clusters Score -5406672 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5406684.500000 Penalty: 5075.785645
	Iteration 42Q: 3 clusters Score -5406684 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5406670.500000 Penalty: 5075.785645
	Iteration 43Q: 3 clusters Score -5406670 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -5406663.500000 Penalty: 5075.785645
	Iteration 44Q: 3 clusters Score -5406664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -5406653.500000 Penalty: 5075.785645
	Iteration 45Q: 3 clusters Score -5406654 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5406636.000000 Penalty: 5075.785645
	Iteration 46Q: 3 clusters Score -5406636 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -5406650.000000 Penalty: 5075.785645
	Iteration 47Q: 3 clusters Score -5406650 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -5406636.500000 Penalty: 5075.785645
	Iteration 48Q: 3 clusters Score -5406636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -5406632.000000 Penalty: 5075.785645
	Iteration 49Q: 3 clusters Score -5406632 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -5406648.000000 Penalty: 5075.785645
	Iteration 50Q: 3 clusters Score -5406648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -5406656.500000 Penalty: 5075.785645
	Iteration 51Q: 3 clusters Score -5406656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5406653.000000 Penalty: 5075.785645
	Iteration 52Q: 3 clusters Score -5406653 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -5406659.000000 Penalty: 5075.785645
	Iteration 53Q: 3 clusters Score -5406659 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5406674.000000 Penalty: 5075.785645
	Iteration 54Q: 3 clusters Score -5406674 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -5406670.000000 Penalty: 5075.785645
	Iteration 55Q: 3 clusters Score -5406670 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5406672.500000 Penalty: 5075.785645
	Iteration 56Q: 3 clusters Score -5406672 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5406656.500000 Penalty: 5075.785645
	Iteration 57Q: 3 clusters Score -5406656 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5406639.000000 Penalty: 5075.785645
	Iteration 58Q: 3 clusters Score -5406639 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5406645.500000 Penalty: 5075.785645
	Iteration 59Q: 3 clusters Score -5406646 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -5406663.500000 Penalty: 5075.785645
	Iteration 60F: 3 clusters Score -5406664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5406677.000000 Penalty: 5075.785645
	Iteration 61Q: 3 clusters Score -5406677 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -5406704.000000 Penalty: 5075.785645
	Iteration 62Q: 3 clusters Score -5406704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -5406716.500000 Penalty: 5075.785645
	Iteration 63Q: 3 clusters Score -5406716 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -5406719.000000 Penalty: 5075.785645
	Iteration 64Q: 3 clusters Score -5406719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -5406736.500000 Penalty: 5075.785645
	Iteration 65Q: 3 clusters Score -5406736 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5406756.500000 Penalty: 5075.785645
	Iteration 66Q: 3 clusters Score -5406756 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5406772.000000 Penalty: 5075.785645
	Iteration 67Q: 3 clusters Score -5406772 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5406779.000000 Penalty: 5075.785645
	Iteration 68Q: 3 clusters Score -5406779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -5406783.000000 Penalty: 5075.785645
	Iteration 69Q: 3 clusters Score -5406783 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -5406827.500000 Penalty: 5075.785645
	Iteration 70Q: 3 clusters Score -5406828 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5406830.000000 Penalty: 5075.785645
	Iteration 71Q: 3 clusters Score -5406830 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -5406829.000000 Penalty: 5075.785645
	Iteration 72Q: 3 clusters Score -5406829 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -5406866.500000 Penalty: 5075.785645
	Iteration 73Q: 3 clusters Score -5406866 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5406863.000000 Penalty: 5075.785645
	Iteration 74Q: 3 clusters Score -5406863 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5406895.500000 Penalty: 5075.785645
	Iteration 75Q: 3 clusters Score -5406896 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5406921.000000 Penalty: 5075.785645
	Iteration 76Q: 3 clusters Score -5406921 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -5406929.000000 Penalty: 5075.785645
	Iteration 77Q: 3 clusters Score -5406929 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -5406964.000000 Penalty: 5075.785645
	Iteration 78Q: 3 clusters Score -5406964 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5406970.000000 Penalty: 5075.785645
	Iteration 79Q: 3 clusters Score -5406970 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -5407013.000000 Penalty: 5075.785645
	Iteration 80F: 3 clusters Score -5407013 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5407023.000000 Penalty: 5075.785645
	Iteration 81Q: 3 clusters Score -5407023 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -5407049.000000 Penalty: 5075.785645
	Iteration 82Q: 3 clusters Score -5407049 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5407099.000000 Penalty: 5075.785645
	Iteration 83Q: 3 clusters Score -5407099 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5407156.000000 Penalty: 5075.785645
	Iteration 84Q: 3 clusters Score -5407156 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -5407258.000000 Penalty: 5075.785645
	Iteration 85Q: 3 clusters Score -5407258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5407333.000000 Penalty: 5075.785645
	Iteration 86Q: 3 clusters Score -5407333 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5407410.000000 Penalty: 5075.785645
	Iteration 87Q: 3 clusters Score -5407410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5407526.500000 Penalty: 5075.785645
	Iteration 88Q: 3 clusters Score -5407526 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5407595.000000 Penalty: 5075.785645
	Iteration 89Q: 3 clusters Score -5407595 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -5407663.000000 Penalty: 5075.785645
	Iteration 90Q: 3 clusters Score -5407663 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5407705.000000 Penalty: 5075.785645
	Iteration 91Q: 3 clusters Score -5407705 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -5407745.500000 Penalty: 5075.785645
	Iteration 92Q: 3 clusters Score -5407746 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5407792.500000 Penalty: 5075.785645
	Iteration 93Q: 3 clusters Score -5407792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5407850.000000 Penalty: 5075.785645
	Iteration 94Q: 3 clusters Score -5407850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5407930.500000 Penalty: 5075.785645
	Iteration 95Q: 3 clusters Score -5407930 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -5407997.500000 Penalty: 5075.785645
	Iteration 96Q: 3 clusters Score -5407998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5408052.000000 Penalty: 5075.785645
	Iteration 97Q: 3 clusters Score -5408052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5408116.000000 Penalty: 5075.785645
	Iteration 98Q: 3 clusters Score -5408116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5408181.000000 Penalty: 5075.785645
	Iteration 99Q: 3 clusters Score -5408181 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5408209.500000 Penalty: 5075.785645
	Iteration 100F: 3 clusters Score -5408210 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5408251.000000 Penalty: 5075.785645
	Iteration 101Q: 3 clusters Score -5408251 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5408279.000000 Penalty: 5075.785645
	Iteration 102Q: 3 clusters Score -5408279 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5408320.500000 Penalty: 5075.785645
	Iteration 103Q: 3 clusters Score -5408320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5408341.500000 Penalty: 5075.785645
	Iteration 104Q: 3 clusters Score -5408342 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5408374.500000 Penalty: 5075.785645
	Iteration 105Q: 3 clusters Score -5408374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5408391.500000 Penalty: 5075.785645
	Iteration 106Q: 3 clusters Score -5408392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5408403.000000 Penalty: 5075.785645
	Iteration 107Q: 3 clusters Score -5408403 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5408436.500000 Penalty: 5075.785645
	Iteration 108Q: 3 clusters Score -5408436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5408467.000000 Penalty: 5075.785645
	Iteration 109Q: 3 clusters Score -5408467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5408496.500000 Penalty: 5075.785645
	Iteration 110Q: 3 clusters Score -5408496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5408515.500000 Penalty: 5075.785645
	Iteration 111Q: 3 clusters Score -5408516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5408534.000000 Penalty: 5075.785645
	Iteration 112Q: 3 clusters Score -5408534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5408555.000000 Penalty: 5075.785645
	Iteration 113Q: 3 clusters Score -5408555 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5408565.000000 Penalty: 5075.785645
	Iteration 114Q: 3 clusters Score -5408565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5408582.000000 Penalty: 5075.785645
	Iteration 115Q: 3 clusters Score -5408582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5408588.000000 Penalty: 5075.785645
	Iteration 116Q: 3 clusters Score -5408588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5408598.000000 Penalty: 5075.785645
	Iteration 117Q: 3 clusters Score -5408598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5408607.000000 Penalty: 5075.785645
	Iteration 118Q: 3 clusters Score -5408607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5408624.000000 Penalty: 5075.785645
	Iteration 119Q: 3 clusters Score -5408624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5408625.000000 Penalty: 5075.785645
	Iteration 120F: 3 clusters Score -5408625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5408633.000000 Penalty: 5075.785645
	Iteration 121Q: 3 clusters Score -5408633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5408637.000000 Penalty: 5075.785645
	Iteration 122Q: 3 clusters Score -5408637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5408658.500000 Penalty: 5075.785645
	Iteration 123Q: 3 clusters Score -5408658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5408668.500000 Penalty: 5075.785645
	Iteration 124Q: 3 clusters Score -5408668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5408676.500000 Penalty: 5075.785645
	Iteration 125Q: 3 clusters Score -5408676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5408670.000000 Penalty: 5075.785645
	Iteration 126Q: 3 clusters Score -5408670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5408675.500000 Penalty: 5075.785645
	Iteration 127Q: 3 clusters Score -5408676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5408678.500000 Penalty: 5075.785645
	Iteration 128Q: 3 clusters Score -5408678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5408677.500000 Penalty: 5075.785645
	Iteration 129Q: 3 clusters Score -5408678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5408678.500000 Penalty: 5075.785645
	Iteration 130Q: 3 clusters Score -5408678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5408679.500000 Penalty: 5075.785645
	Iteration 131Q: 3 clusters Score -5408680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5408679.500000 Penalty: 5075.785645
	Iteration 132Q: 3 clusters Score -5408680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5408677.500000 Penalty: 5075.785645
	Iteration 133Q: 3 clusters Score -5408678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5408675.500000 Penalty: 5075.785645
	Iteration 134Q: 3 clusters Score -5408676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5408678.000000 Penalty: 5075.785645
	Iteration 135Q: 3 clusters Score -5408678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5408674.000000 Penalty: 5075.785645
	Iteration 136Q: 3 clusters Score -5408674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5408674.000000 Penalty: 5075.785645
	Iteration 137F: 3 clusters Score -5408674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -184213.281250 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184213.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -184514.171875 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184514.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -184589.968750 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -184640.312500 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184640.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -184685.156250 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184709.500000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184715.921875 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -184726.031250 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184739.812500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -184751.375000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184765.593750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -184774.593750 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184785.703125 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184785.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -184788.484375 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184790.984375 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -184792.531250 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184794.593750 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -184794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -184794.593750 Penalty: 3444.745361
	Iteration 17F: 3 clusters Score -184794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Entering Unmasked Estep 
Score: -3779533.750000 Penalty: 2434.143066
	Iteration 0F: 2 clusters Score -3779534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3767916.500000 Penalty: 4868.286133
	Iteration 0F: 3 clusters Score -3767916 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3772043.250000 Penalty: 4868.286133
	Iteration 1F: 3 clusters Score -3772043 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3772390.250000 Penalty: 4868.286133
	Iteration 2F: 3 clusters Score -3772390 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3772669.750000 Penalty: 4868.286133
	Iteration 3Q: 3 clusters Score -3772670 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3772900.250000 Penalty: 4868.286133
	Iteration 4Q: 3 clusters Score -3772900 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3773070.000000 Penalty: 4868.286133
	Iteration 5Q: 3 clusters Score -3773070 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3773246.750000 Penalty: 4868.286133
	Iteration 6Q: 3 clusters Score -3773247 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3773388.000000 Penalty: 4868.286133
	Iteration 7Q: 3 clusters Score -3773388 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3773585.000000 Penalty: 4868.286133
	Iteration 8Q: 3 clusters Score -3773585 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3773684.250000 Penalty: 4868.286133
	Iteration 9Q: 3 clusters Score -3773684 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3773847.250000 Penalty: 4868.286133
	Iteration 10Q: 3 clusters Score -3773847 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3774089.000000 Penalty: 4868.286133
	Iteration 11Q: 3 clusters Score -3774089 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3774317.750000 Penalty: 4868.286133
	Iteration 12Q: 3 clusters Score -3774318 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -3774764.750000 Penalty: 4868.286133
	Iteration 13Q: 3 clusters Score -3774765 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3775386.500000 Penalty: 4868.286133
	Iteration 14Q: 3 clusters Score -3775386 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3775804.000000 Penalty: 4868.286133
	Iteration 15Q: 3 clusters Score -3775804 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3776159.750000 Penalty: 4868.286133
	Iteration 16Q: 3 clusters Score -3776160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3776296.000000 Penalty: 4868.286133
	Iteration 17Q: 3 clusters Score -3776296 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3776372.250000 Penalty: 4868.286133
	Iteration 18Q: 3 clusters Score -3776372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3776558.000000 Penalty: 4868.286133
	Iteration 19Q: 3 clusters Score -3776558 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3776623.500000 Penalty: 4868.286133
	Iteration 20F: 3 clusters Score -3776624 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3776611.250000 Penalty: 4868.286133
	Iteration 21Q: 3 clusters Score -3776611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3776659.500000 Penalty: 4868.286133
	Iteration 22Q: 3 clusters Score -3776660 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3776652.750000 Penalty: 4868.286133
	Iteration 23Q: 3 clusters Score -3776653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3776779.000000 Penalty: 4868.286133
	Iteration 24Q: 3 clusters Score -3776779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3776812.750000 Penalty: 4868.286133
	Iteration 25Q: 3 clusters Score -3776813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3776798.000000 Penalty: 4868.286133
	Iteration 26Q: 3 clusters Score -3776798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3776820.000000 Penalty: 4868.286133
	Iteration 27Q: 3 clusters Score -3776820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3776811.250000 Penalty: 4868.286133
	Iteration 28Q: 3 clusters Score -3776811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3776788.250000 Penalty: 4868.286133
	Iteration 29Q: 3 clusters Score -3776788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3776755.250000 Penalty: 4868.286133
	Iteration 30Q: 3 clusters Score -3776755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3776751.750000 Penalty: 4868.286133
	Iteration 31Q: 3 clusters Score -3776752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3776713.000000 Penalty: 4868.286133
	Iteration 32Q: 3 clusters Score -3776713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3776785.000000 Penalty: 4868.286133
	Iteration 33Q: 3 clusters Score -3776785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3776819.000000 Penalty: 4868.286133
	Iteration 34Q: 3 clusters Score -3776819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3776832.750000 Penalty: 4868.286133
	Iteration 35Q: 3 clusters Score -3776833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3776857.250000 Penalty: 4868.286133
	Iteration 36Q: 3 clusters Score -3776857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3776842.000000 Penalty: 4868.286133
	Iteration 37Q: 3 clusters Score -3776842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3776821.750000 Penalty: 4868.286133
	Iteration 38Q: 3 clusters Score -3776822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3776826.750000 Penalty: 4868.286133
	Iteration 39Q: 3 clusters Score -3776827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3776748.750000 Penalty: 4868.286133
	Iteration 40F: 3 clusters Score -3776749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3776752.250000 Penalty: 4868.286133
	Iteration 41Q: 3 clusters Score -3776752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3776736.750000 Penalty: 4868.286133
	Iteration 42Q: 3 clusters Score -3776737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3776740.500000 Penalty: 4868.286133
	Iteration 43Q: 3 clusters Score -3776740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3776757.500000 Penalty: 4868.286133
	Iteration 44Q: 3 clusters Score -3776758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3776771.750000 Penalty: 4868.286133
	Iteration 45Q: 3 clusters Score -3776772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3776764.500000 Penalty: 4868.286133
	Iteration 46Q: 3 clusters Score -3776764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3776738.750000 Penalty: 4868.286133
	Iteration 47Q: 3 clusters Score -3776739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3776765.500000 Penalty: 4868.286133
	Iteration 48Q: 3 clusters Score -3776766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3776765.500000 Penalty: 4868.286133
	Iteration 49F: 3 clusters Score -3776766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Entering Unmasked Estep 
Score: -3915132.750000 Penalty: 2442.860596
	Iteration 0F: 2 clusters Score -3915133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3903093.000000 Penalty: 4885.721191
	Iteration 0F: 3 clusters Score -3903093 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3907529.000000 Penalty: 4885.721191
	Iteration 1F: 3 clusters Score -3907529 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3907892.500000 Penalty: 4885.721191
	Iteration 2F: 3 clusters Score -3907892 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3908181.000000 Penalty: 4885.721191
	Iteration 3F: 3 clusters Score -3908181 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3908473.500000 Penalty: 4885.721191
	Iteration 4Q: 3 clusters Score -3908474 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -3908797.750000 Penalty: 4885.721191
	Iteration 5Q: 3 clusters Score -3908798 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3909201.250000 Penalty: 4885.721191
	Iteration 6Q: 3 clusters Score -3909201 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -3909826.000000 Penalty: 4885.721191
	Iteration 7F: 3 clusters Score -3909826 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3911013.750000 Penalty: 4885.721191
	Iteration 8F: 3 clusters Score -3911014 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3912350.750000 Penalty: 4885.721191
	Iteration 9F: 3 clusters Score -3912351 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3913029.750000 Penalty: 4885.721191
	Iteration 10F: 3 clusters Score -3913030 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -3913172.500000 Penalty: 4885.721191
	Iteration 11Q: 3 clusters Score -3913172 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -3913439.500000 Penalty: 4885.721191
	Iteration 12Q: 3 clusters Score -3913440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3913662.250000 Penalty: 4885.721191
	Iteration 13Q: 3 clusters Score -3913662 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3913780.750000 Penalty: 4885.721191
	Iteration 14Q: 3 clusters Score -3913781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3913857.750000 Penalty: 4885.721191
	Iteration 15Q: 3 clusters Score -3913858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3913906.500000 Penalty: 4885.721191
	Iteration 16Q: 3 clusters Score -3913906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3913934.250000 Penalty: 4885.721191
	Iteration 17Q: 3 clusters Score -3913934 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3913953.750000 Penalty: 4885.721191
	Iteration 18Q: 3 clusters Score -3913954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -3913947.500000 Penalty: 4885.721191
	Iteration 19Q: 3 clusters Score -3913948 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3913960.500000 Penalty: 4885.721191
	Iteration 20F: 3 clusters Score -3913960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3913971.500000 Penalty: 4885.721191
	Iteration 21Q: 3 clusters Score -3913972 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3913964.500000 Penalty: 4885.721191
	Iteration 22Q: 3 clusters Score -3913964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -3913952.000000 Penalty: 4885.721191
	Iteration 23Q: 3 clusters Score -3913952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3913963.750000 Penalty: 4885.721191
	Iteration 24Q: 3 clusters Score -3913964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3913948.000000 Penalty: 4885.721191
	Iteration 25Q: 3 clusters Score -3913948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3913910.000000 Penalty: 4885.721191
	Iteration 26Q: 3 clusters Score -3913910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3913917.000000 Penalty: 4885.721191
	Iteration 27Q: 3 clusters Score -3913917 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3913902.250000 Penalty: 4885.721191
	Iteration 28Q: 3 clusters Score -3913902 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3913937.000000 Penalty: 4885.721191
	Iteration 29Q: 3 clusters Score -3913937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3913940.500000 Penalty: 4885.721191
	Iteration 30Q: 3 clusters Score -3913940 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3913925.250000 Penalty: 4885.721191
	Iteration 31Q: 3 clusters Score -3913925 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3913925.500000 Penalty: 4885.721191
	Iteration 32Q: 3 clusters Score -3913926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -3913938.500000 Penalty: 4885.721191
	Iteration 33Q: 3 clusters Score -3913938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3913926.750000 Penalty: 4885.721191
	Iteration 34Q: 3 clusters Score -3913927 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3913931.500000 Penalty: 4885.721191
	Iteration 35Q: 3 clusters Score -3913932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3913940.250000 Penalty: 4885.721191
	Iteration 36Q: 3 clusters Score -3913940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3913903.250000 Penalty: 4885.721191
	Iteration 37Q: 3 clusters Score -3913903 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3913851.750000 Penalty: 4885.721191
	Iteration 38Q: 3 clusters Score -3913852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3913868.250000 Penalty: 4885.721191
	Iteration 39Q: 3 clusters Score -3913868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3913848.750000 Penalty: 4885.721191
	Iteration 40F: 3 clusters Score -3913849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3913793.000000 Penalty: 4885.721191
	Iteration 41Q: 3 clusters Score -3913793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3913794.000000 Penalty: 4885.721191
	Iteration 42Q: 3 clusters Score -3913794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3913810.250000 Penalty: 4885.721191
	Iteration 43Q: 3 clusters Score -3913810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3913772.500000 Penalty: 4885.721191
	Iteration 44Q: 3 clusters Score -3913772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3913762.750000 Penalty: 4885.721191
	Iteration 45Q: 3 clusters Score -3913763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -3913725.000000 Penalty: 4885.721191
	Iteration 46Q: 3 clusters Score -3913725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -3913713.750000 Penalty: 4885.721191
	Iteration 47Q: 3 clusters Score -3913714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3913702.000000 Penalty: 4885.721191
	Iteration 48Q: 3 clusters Score -3913702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3913696.750000 Penalty: 4885.721191
	Iteration 49Q: 3 clusters Score -3913697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -3913684.750000 Penalty: 4885.721191
	Iteration 50Q: 3 clusters Score -3913685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3913690.250000 Penalty: 4885.721191
	Iteration 51Q: 3 clusters Score -3913690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3913690.000000 Penalty: 4885.721191
	Iteration 52Q: 3 clusters Score -3913690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -3913675.750000 Penalty: 4885.721191
	Iteration 53Q: 3 clusters Score -3913676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3913680.250000 Penalty: 4885.721191
	Iteration 54Q: 3 clusters Score -3913680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3913686.500000 Penalty: 4885.721191
	Iteration 55Q: 3 clusters Score -3913686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3913687.250000 Penalty: 4885.721191
	Iteration 56Q: 3 clusters Score -3913687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3913673.500000 Penalty: 4885.721191
	Iteration 57Q: 3 clusters Score -3913674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -3913678.750000 Penalty: 4885.721191
	Iteration 58Q: 3 clusters Score -3913679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3913668.000000 Penalty: 4885.721191
	Iteration 59Q: 3 clusters Score -3913668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3913675.750000 Penalty: 4885.721191
	Iteration 60F: 3 clusters Score -3913676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3913681.500000 Penalty: 4885.721191
	Iteration 61Q: 3 clusters Score -3913682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -3913669.250000 Penalty: 4885.721191
	Iteration 62Q: 3 clusters Score -3913669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -3913669.250000 Penalty: 4885.721191
	Iteration 63Q: 3 clusters Score -3913669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3913654.750000 Penalty: 4885.721191
	Iteration 64Q: 3 clusters Score -3913655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -3913605.750000 Penalty: 4885.721191
	Iteration 65Q: 3 clusters Score -3913606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3913580.500000 Penalty: 4885.721191
	Iteration 66Q: 3 clusters Score -3913580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -3913520.500000 Penalty: 4885.721191
	Iteration 67Q: 3 clusters Score -3913520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3913496.000000 Penalty: 4885.721191
	Iteration 68Q: 3 clusters Score -3913496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3913464.750000 Penalty: 4885.721191
	Iteration 69Q: 3 clusters Score -3913465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -3913441.750000 Penalty: 4885.721191
	Iteration 70Q: 3 clusters Score -3913442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3913415.000000 Penalty: 4885.721191
	Iteration 71Q: 3 clusters Score -3913415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -3913397.250000 Penalty: 4885.721191
	Iteration 72Q: 3 clusters Score -3913397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3913398.500000 Penalty: 4885.721191
	Iteration 73Q: 3 clusters Score -3913398 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3913343.750000 Penalty: 4885.721191
	Iteration 74Q: 3 clusters Score -3913344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3913321.500000 Penalty: 4885.721191
	Iteration 75Q: 3 clusters Score -3913322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3913317.250000 Penalty: 4885.721191
	Iteration 76Q: 3 clusters Score -3913317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3913271.250000 Penalty: 4885.721191
	Iteration 77Q: 3 clusters Score -3913271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3913247.500000 Penalty: 4885.721191
	Iteration 78Q: 3 clusters Score -3913248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -3913158.000000 Penalty: 4885.721191
	Iteration 79Q: 3 clusters Score -3913158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3913127.000000 Penalty: 4885.721191
	Iteration 80F: 3 clusters Score -3913127 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3913061.000000 Penalty: 4885.721191
	Iteration 81Q: 3 clusters Score -3913061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3913007.750000 Penalty: 4885.721191
	Iteration 82Q: 3 clusters Score -3913008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3912945.000000 Penalty: 4885.721191
	Iteration 83Q: 3 clusters Score -3912945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -3912937.500000 Penalty: 4885.721191
	Iteration 84Q: 3 clusters Score -3912938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3912979.000000 Penalty: 4885.721191
	Iteration 85Q: 3 clusters Score -3912979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3913014.750000 Penalty: 4885.721191
	Iteration 86Q: 3 clusters Score -3913015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3912962.000000 Penalty: 4885.721191
	Iteration 87Q: 3 clusters Score -3912962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -3912921.250000 Penalty: 4885.721191
	Iteration 88Q: 3 clusters Score -3912921 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3912831.250000 Penalty: 4885.721191
	Iteration 89Q: 3 clusters Score -3912831 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -3912726.500000 Penalty: 4885.721191
	Iteration 90Q: 3 clusters Score -3912726 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3912553.750000 Penalty: 4885.721191
	Iteration 91Q: 3 clusters Score -3912554 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3912423.000000 Penalty: 4885.721191
	Iteration 92Q: 3 clusters Score -3912423 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -3912247.750000 Penalty: 4885.721191
	Iteration 93Q: 3 clusters Score -3912248 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3912283.750000 Penalty: 4885.721191
	Iteration 94Q: 3 clusters Score -3912284 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3912127.500000 Penalty: 4885.721191
	Iteration 95Q: 3 clusters Score -3912128 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3912416.750000 Penalty: 4885.721191
	Iteration 96Q: 3 clusters Score -3912417 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3912527.750000 Penalty: 4885.721191
	Iteration 97Q: 3 clusters Score -3912528 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3912623.250000 Penalty: 4885.721191
	Iteration 98Q: 3 clusters Score -3912623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -3912741.000000 Penalty: 4885.721191
	Iteration 99Q: 3 clusters Score -3912741 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3912781.000000 Penalty: 4885.721191
	Iteration 100F: 3 clusters Score -3912781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3912825.000000 Penalty: 4885.721191
	Iteration 101Q: 3 clusters Score -3912825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3912824.250000 Penalty: 4885.721191
	Iteration 102Q: 3 clusters Score -3912824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3912829.000000 Penalty: 4885.721191
	Iteration 103Q: 3 clusters Score -3912829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3912848.750000 Penalty: 4885.721191
	Iteration 104Q: 3 clusters Score -3912849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3912847.000000 Penalty: 4885.721191
	Iteration 105Q: 3 clusters Score -3912847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3912851.000000 Penalty: 4885.721191
	Iteration 106Q: 3 clusters Score -3912851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3912840.000000 Penalty: 4885.721191
	Iteration 107Q: 3 clusters Score -3912840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3912850.750000 Penalty: 4885.721191
	Iteration 108Q: 3 clusters Score -3912851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3912843.500000 Penalty: 4885.721191
	Iteration 109Q: 3 clusters Score -3912844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3912847.250000 Penalty: 4885.721191
	Iteration 110Q: 3 clusters Score -3912847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3912840.500000 Penalty: 4885.721191
	Iteration 111Q: 3 clusters Score -3912840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3912840.500000 Penalty: 4885.721191
	Iteration 112F: 3 clusters Score -3912840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (25135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Entering Unmasked Estep 
Score: -5158118.500000 Penalty: 2512.739990
	Iteration 0F: 2 clusters Score -5158118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -5142874.500000 Penalty: 5025.479980
	Iteration 0F: 3 clusters Score -5142874 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -5148825.500000 Penalty: 5025.479980
	Iteration 1F: 3 clusters Score -5148826 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5149264.500000 Penalty: 5025.479980
	Iteration 2F: 3 clusters Score -5149264 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5149552.000000 Penalty: 5025.479980
	Iteration 3Q: 3 clusters Score -5149552 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -5149790.000000 Penalty: 5025.479980
	Iteration 4Q: 3 clusters Score -5149790 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5150030.000000 Penalty: 5025.479980
	Iteration 5Q: 3 clusters Score -5150030 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5150321.500000 Penalty: 5025.479980
	Iteration 6Q: 3 clusters Score -5150322 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -5150735.500000 Penalty: 5025.479980
	Iteration 7Q: 3 clusters Score -5150736 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5151378.000000 Penalty: 5025.479980
	Iteration 8Q: 3 clusters Score -5151378 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5152385.500000 Penalty: 5025.479980
	Iteration 9F: 3 clusters Score -5152386 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5153742.000000 Penalty: 5025.479980
	Iteration 10F: 3 clusters Score -5153742 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5154918.000000 Penalty: 5025.479980
	Iteration 11F: 3 clusters Score -5154918 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5155601.000000 Penalty: 5025.479980
	Iteration 12Q: 3 clusters Score -5155601 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5156055.500000 Penalty: 5025.479980
	Iteration 13Q: 3 clusters Score -5156056 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5156373.500000 Penalty: 5025.479980
	Iteration 14Q: 3 clusters Score -5156374 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -5156609.000000 Penalty: 5025.479980
	Iteration 15Q: 3 clusters Score -5156609 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -5156766.000000 Penalty: 5025.479980
	Iteration 16Q: 3 clusters Score -5156766 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -5156828.000000 Penalty: 5025.479980
	Iteration 17Q: 3 clusters Score -5156828 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -5156829.500000 Penalty: 5025.479980
	Iteration 18Q: 3 clusters Score -5156830 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5156838.500000 Penalty: 5025.479980
	Iteration 19Q: 3 clusters Score -5156838 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -5156815.500000 Penalty: 5025.479980
	Iteration 20F: 3 clusters Score -5156816 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5156785.000000 Penalty: 5025.479980
	Iteration 21Q: 3 clusters Score -5156785 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -5156710.500000 Penalty: 5025.479980
	Iteration 22Q: 3 clusters Score -5156710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5156679.000000 Penalty: 5025.479980
	Iteration 23Q: 3 clusters Score -5156679 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -5156652.500000 Penalty: 5025.479980
	Iteration 24Q: 3 clusters Score -5156652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -5156613.000000 Penalty: 5025.479980
	Iteration 25Q: 3 clusters Score -5156613 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -5156568.000000 Penalty: 5025.479980
	Iteration 26Q: 3 clusters Score -5156568 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -5156541.000000 Penalty: 5025.479980
	Iteration 27Q: 3 clusters Score -5156541 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5156521.000000 Penalty: 5025.479980
	Iteration 28Q: 3 clusters Score -5156521 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5156486.500000 Penalty: 5025.479980
	Iteration 29Q: 3 clusters Score -5156486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5156481.500000 Penalty: 5025.479980
	Iteration 30Q: 3 clusters Score -5156482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5156460.500000 Penalty: 5025.479980
	Iteration 31Q: 3 clusters Score -5156460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5156427.500000 Penalty: 5025.479980
	Iteration 32Q: 3 clusters Score -5156428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5156433.000000 Penalty: 5025.479980
	Iteration 33Q: 3 clusters Score -5156433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5156411.000000 Penalty: 5025.479980
	Iteration 34Q: 3 clusters Score -5156411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5156409.500000 Penalty: 5025.479980
	Iteration 35Q: 3 clusters Score -5156410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5156384.500000 Penalty: 5025.479980
	Iteration 36Q: 3 clusters Score -5156384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5156384.000000 Penalty: 5025.479980
	Iteration 37Q: 3 clusters Score -5156384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5156391.500000 Penalty: 5025.479980
	Iteration 38Q: 3 clusters Score -5156392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5156400.500000 Penalty: 5025.479980
	Iteration 39Q: 3 clusters Score -5156400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5156395.000000 Penalty: 5025.479980
	Iteration 40F: 3 clusters Score -5156395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -5156389.000000 Penalty: 5025.479980
	Iteration 41Q: 3 clusters Score -5156389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5156379.500000 Penalty: 5025.479980
	Iteration 42Q: 3 clusters Score -5156380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5156384.000000 Penalty: 5025.479980
	Iteration 43Q: 3 clusters Score -5156384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -5156373.500000 Penalty: 5025.479980
	Iteration 44Q: 3 clusters Score -5156374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -5156375.000000 Penalty: 5025.479980
	Iteration 45Q: 3 clusters Score -5156375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -5156364.500000 Penalty: 5025.479980
	Iteration 46Q: 3 clusters Score -5156364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -5156357.500000 Penalty: 5025.479980
	Iteration 47Q: 3 clusters Score -5156358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -5156360.000000 Penalty: 5025.479980
	Iteration 48Q: 3 clusters Score -5156360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5156354.500000 Penalty: 5025.479980
	Iteration 49Q: 3 clusters Score -5156354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5156354.500000 Penalty: 5025.479980
	Iteration 50F: 3 clusters Score -5156354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Entering Unmasked Estep 
Score: -3862194.750000 Penalty: 2441.128418
	Iteration 0F: 2 clusters Score -3862195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3850190.750000 Penalty: 4882.256836
	Iteration 0F: 3 clusters Score -3850191 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3854603.250000 Penalty: 4882.256836
	Iteration 1F: 3 clusters Score -3854603 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3854982.250000 Penalty: 4882.256836
	Iteration 2F: 3 clusters Score -3854982 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3855310.000000 Penalty: 4882.256836
	Iteration 3Q: 3 clusters Score -3855310 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3855589.000000 Penalty: 4882.256836
	Iteration 4Q: 3 clusters Score -3855589 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3855941.000000 Penalty: 4882.256836
	Iteration 5Q: 3 clusters Score -3855941 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3856396.000000 Penalty: 4882.256836
	Iteration 6F: 3 clusters Score -3856396 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3856848.250000 Penalty: 4882.256836
	Iteration 7F: 3 clusters Score -3856848 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -3857406.250000 Penalty: 4882.256836
	Iteration 8F: 3 clusters Score -3857406 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3857961.250000 Penalty: 4882.256836
	Iteration 9Q: 3 clusters Score -3857961 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3858549.250000 Penalty: 4882.256836
	Iteration 10Q: 3 clusters Score -3858549 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3858955.000000 Penalty: 4882.256836
	Iteration 11Q: 3 clusters Score -3858955 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3859273.000000 Penalty: 4882.256836
	Iteration 12Q: 3 clusters Score -3859273 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3859513.750000 Penalty: 4882.256836
	Iteration 13Q: 3 clusters Score -3859514 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3859685.500000 Penalty: 4882.256836
	Iteration 14Q: 3 clusters Score -3859686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3859811.250000 Penalty: 4882.256836
	Iteration 15Q: 3 clusters Score -3859811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -3859892.000000 Penalty: 4882.256836
	Iteration 16Q: 3 clusters Score -3859892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3859956.500000 Penalty: 4882.256836
	Iteration 17Q: 3 clusters Score -3859956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3859998.750000 Penalty: 4882.256836
	Iteration 18Q: 3 clusters Score -3859999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3860021.500000 Penalty: 4882.256836
	Iteration 19Q: 3 clusters Score -3860022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -3860043.750000 Penalty: 4882.256836
	Iteration 20F: 3 clusters Score -3860044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3860064.250000 Penalty: 4882.256836
	Iteration 21Q: 3 clusters Score -3860064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3860069.250000 Penalty: 4882.256836
	Iteration 22Q: 3 clusters Score -3860069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3860079.250000 Penalty: 4882.256836
	Iteration 23Q: 3 clusters Score -3860079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3860084.500000 Penalty: 4882.256836
	Iteration 24Q: 3 clusters Score -3860084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3860090.250000 Penalty: 4882.256836
	Iteration 25Q: 3 clusters Score -3860090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3860103.000000 Penalty: 4882.256836
	Iteration 26Q: 3 clusters Score -3860103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3860103.500000 Penalty: 4882.256836
	Iteration 27Q: 3 clusters Score -3860104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -3860103.750000 Penalty: 4882.256836
	Iteration 28Q: 3 clusters Score -3860104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -3860113.750000 Penalty: 4882.256836
	Iteration 29Q: 3 clusters Score -3860114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3860115.000000 Penalty: 4882.256836
	Iteration 30Q: 3 clusters Score -3860115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3860116.750000 Penalty: 4882.256836
	Iteration 31Q: 3 clusters Score -3860117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3860116.500000 Penalty: 4882.256836
	Iteration 32Q: 3 clusters Score -3860116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3860116.750000 Penalty: 4882.256836
	Iteration 33Q: 3 clusters Score -3860117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3860117.000000 Penalty: 4882.256836
	Iteration 34Q: 3 clusters Score -3860117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3860124.500000 Penalty: 4882.256836
	Iteration 35Q: 3 clusters Score -3860124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3860123.250000 Penalty: 4882.256836
	Iteration 36Q: 3 clusters Score -3860123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3860121.750000 Penalty: 4882.256836
	Iteration 37Q: 3 clusters Score -3860122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3860121.750000 Penalty: 4882.256836
	Iteration 38F: 3 clusters Score -3860122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Entering Unmasked Estep 
Score: -4101822.750000 Penalty: 2454.322998
	Iteration 0F: 2 clusters Score -4101823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4089646.250000 Penalty: 4908.645996
	Iteration 0F: 3 clusters Score -4089646 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -4094415.750000 Penalty: 4908.645996
	Iteration 1F: 3 clusters Score -4094416 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -4094745.500000 Penalty: 4908.645996
	Iteration 2F: 3 clusters Score -4094746 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4094995.750000 Penalty: 4908.645996
	Iteration 3Q: 3 clusters Score -4094996 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4095214.500000 Penalty: 4908.645996
	Iteration 4Q: 3 clusters Score -4095214 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -4095356.500000 Penalty: 4908.645996
	Iteration 5Q: 3 clusters Score -4095356 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4095512.000000 Penalty: 4908.645996
	Iteration 6Q: 3 clusters Score -4095512 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4095642.500000 Penalty: 4908.645996
	Iteration 7Q: 3 clusters Score -4095642 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4095755.500000 Penalty: 4908.645996
	Iteration 8Q: 3 clusters Score -4095756 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4095867.750000 Penalty: 4908.645996
	Iteration 9Q: 3 clusters Score -4095868 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4095971.500000 Penalty: 4908.645996
	Iteration 10Q: 3 clusters Score -4095972 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4096062.500000 Penalty: 4908.645996
	Iteration 11Q: 3 clusters Score -4096062 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4096175.500000 Penalty: 4908.645996
	Iteration 12Q: 3 clusters Score -4096176 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4096266.500000 Penalty: 4908.645996
	Iteration 13Q: 3 clusters Score -4096266 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -4096355.250000 Penalty: 4908.645996
	Iteration 14Q: 3 clusters Score -4096355 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4096498.750000 Penalty: 4908.645996
	Iteration 15Q: 3 clusters Score -4096499 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4096615.250000 Penalty: 4908.645996
	Iteration 16Q: 3 clusters Score -4096615 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4096788.250000 Penalty: 4908.645996
	Iteration 17Q: 3 clusters Score -4096788 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4097042.500000 Penalty: 4908.645996
	Iteration 18Q: 3 clusters Score -4097042 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4097313.750000 Penalty: 4908.645996
	Iteration 19Q: 3 clusters Score -4097314 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4097583.250000 Penalty: 4908.645996
	Iteration 20F: 3 clusters Score -4097583 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4097840.250000 Penalty: 4908.645996
	Iteration 21Q: 3 clusters Score -4097840 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4097962.750000 Penalty: 4908.645996
	Iteration 22Q: 3 clusters Score -4097963 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4098065.750000 Penalty: 4908.645996
	Iteration 23Q: 3 clusters Score -4098066 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -4098098.000000 Penalty: 4908.645996
	Iteration 24Q: 3 clusters Score -4098098 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -4098137.250000 Penalty: 4908.645996
	Iteration 25Q: 3 clusters Score -4098137 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4098155.250000 Penalty: 4908.645996
	Iteration 26Q: 3 clusters Score -4098155 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4098202.250000 Penalty: 4908.645996
	Iteration 27Q: 3 clusters Score -4098202 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4098226.500000 Penalty: 4908.645996
	Iteration 28Q: 3 clusters Score -4098226 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4098300.000000 Penalty: 4908.645996
	Iteration 29Q: 3 clusters Score -4098300 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4098399.750000 Penalty: 4908.645996
	Iteration 30Q: 3 clusters Score -4098400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4098489.500000 Penalty: 4908.645996
	Iteration 31Q: 3 clusters Score -4098490 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4098650.500000 Penalty: 4908.645996
	Iteration 32Q: 3 clusters Score -4098650 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4098849.500000 Penalty: 4908.645996
	Iteration 33Q: 3 clusters Score -4098850 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -4099080.000000 Penalty: 4908.645996
	Iteration 34Q: 3 clusters Score -4099080 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4099354.250000 Penalty: 4908.645996
	Iteration 35Q: 3 clusters Score -4099354 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -4099627.000000 Penalty: 4908.645996
	Iteration 36Q: 3 clusters Score -4099627 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4099818.500000 Penalty: 4908.645996
	Iteration 37Q: 3 clusters Score -4099818 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4100031.250000 Penalty: 4908.645996
	Iteration 38Q: 3 clusters Score -4100031 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4100148.750000 Penalty: 4908.645996
	Iteration 39Q: 3 clusters Score -4100149 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4100217.000000 Penalty: 4908.645996
	Iteration 40F: 3 clusters Score -4100217 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4100288.000000 Penalty: 4908.645996
	Iteration 41Q: 3 clusters Score -4100288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4100328.500000 Penalty: 4908.645996
	Iteration 42Q: 3 clusters Score -4100328 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4100311.000000 Penalty: 4908.645996
	Iteration 43Q: 3 clusters Score -4100311 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4100287.500000 Penalty: 4908.645996
	Iteration 44Q: 3 clusters Score -4100288 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -4100316.500000 Penalty: 4908.645996
	Iteration 45Q: 3 clusters Score -4100316 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4100333.000000 Penalty: 4908.645996
	Iteration 46Q: 3 clusters Score -4100333 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -4100351.750000 Penalty: 4908.645996
	Iteration 47Q: 3 clusters Score -4100352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4100310.000000 Penalty: 4908.645996
	Iteration 48Q: 3 clusters Score -4100310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4100284.000000 Penalty: 4908.645996
	Iteration 49Q: 3 clusters Score -4100284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4100270.000000 Penalty: 4908.645996
	Iteration 50Q: 3 clusters Score -4100270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4100255.750000 Penalty: 4908.645996
	Iteration 51Q: 3 clusters Score -4100256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -4100236.750000 Penalty: 4908.645996
	Iteration 52Q: 3 clusters Score -4100237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4100254.000000 Penalty: 4908.645996
	Iteration 53Q: 3 clusters Score -4100254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4100209.250000 Penalty: 4908.645996
	Iteration 54Q: 3 clusters Score -4100209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -4100192.750000 Penalty: 4908.645996
	Iteration 55Q: 3 clusters Score -4100193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4100197.750000 Penalty: 4908.645996
	Iteration 56Q: 3 clusters Score -4100198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4100210.250000 Penalty: 4908.645996
	Iteration 57Q: 3 clusters Score -4100210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -4100221.750000 Penalty: 4908.645996
	Iteration 58Q: 3 clusters Score -4100222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4100205.250000 Penalty: 4908.645996
	Iteration 59Q: 3 clusters Score -4100205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4100209.250000 Penalty: 4908.645996
	Iteration 60F: 3 clusters Score -4100209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4100207.500000 Penalty: 4908.645996
	Iteration 61Q: 3 clusters Score -4100208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -4100177.750000 Penalty: 4908.645996
	Iteration 62Q: 3 clusters Score -4100178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4100181.750000 Penalty: 4908.645996
	Iteration 63Q: 3 clusters Score -4100182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4100171.250000 Penalty: 4908.645996
	Iteration 64Q: 3 clusters Score -4100171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -4100170.750000 Penalty: 4908.645996
	Iteration 65Q: 3 clusters Score -4100171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4100155.250000 Penalty: 4908.645996
	Iteration 66Q: 3 clusters Score -4100155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -4100148.500000 Penalty: 4908.645996
	Iteration 67Q: 3 clusters Score -4100148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -4100146.000000 Penalty: 4908.645996
	Iteration 68Q: 3 clusters Score -4100146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -4100146.750000 Penalty: 4908.645996
	Iteration 69Q: 3 clusters Score -4100147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -4100143.250000 Penalty: 4908.645996
	Iteration 70Q: 3 clusters Score -4100143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4100152.250000 Penalty: 4908.645996
	Iteration 71Q: 3 clusters Score -4100152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4100152.250000 Penalty: 4908.645996
	Iteration 72F: 3 clusters Score -4100152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29125 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28851 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 9009 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26523 members 
Mstep: Class 9 contains 11892 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16185 members 
Mstep: Class 12 contains 18262 members 
Mstep: Class 13 contains 21977 members 
Mstep: Class 14 contains 22792 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 4269 members 
Mstep: Class 17 contains 12786 members 
Mstep: Class 18 contains 27861 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26553 members 
Mstep: Class 21 contains 27442 members 
Mstep: Class 22 contains 35131 members 
Mstep: Class 23 contains 26403 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 38144 members 
Mstep: Class 26 contains 24349 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17239 members 
Mstep: Class 29 contains 21067 members 
Mstep: Class 30 contains 18781 members 
Mstep: Class 31 contains 30851 members 
Mstep: Class 32 contains 28805 members 
Mstep: Class 33 contains 29019 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29373 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8006 members 
Mstep: Class 38 contains 25295 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16704 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19607 members 
Mstep: Class 43 contains 25377 members 
Mstep: Class 44 contains 19531 members 
Mstep: Class 45 contains 3866 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20375 members 
Mstep: Class 48 contains 20093 members 
Mstep: Class 49 contains 27818 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18963 members 
Mstep: Class 53 contains 25135 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483664.000000 Penalty: 187370.656250
Iteration 359Q: 56 clusters Score -1.774837e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29105 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28837 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 9014 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26511 members 
Mstep: Class 9 contains 11836 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16157 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 21978 members 
Mstep: Class 14 contains 22772 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 4243 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 27451 members 
Mstep: Class 22 contains 35112 members 
Mstep: Class 23 contains 26415 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 38142 members 
Mstep: Class 26 contains 24522 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17250 members 
Mstep: Class 29 contains 21045 members 
Mstep: Class 30 contains 18799 members 
Mstep: Class 31 contains 30846 members 
Mstep: Class 32 contains 28796 members 
Mstep: Class 33 contains 29027 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29386 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 25315 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16741 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19615 members 
Mstep: Class 43 contains 25364 members 
Mstep: Class 44 contains 19534 members 
Mstep: Class 45 contains 3866 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20364 members 
Mstep: Class 48 contains 20092 members 
Mstep: Class 49 contains 27780 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18960 members 
Mstep: Class 53 contains 25147 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483872.000000 Penalty: 187370.656250
Iteration 360F: 56 clusters Score -1.774839e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29073 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28826 members 
Mstep: Class 5 contains 25986 members 
Mstep: Class 6 contains 9026 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26518 members 
Mstep: Class 9 contains 11795 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16133 members 
Mstep: Class 12 contains 18264 members 
Mstep: Class 13 contains 21979 members 
Mstep: Class 14 contains 22771 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 27831 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 27450 members 
Mstep: Class 22 contains 35099 members 
Mstep: Class 23 contains 26409 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 38137 members 
Mstep: Class 26 contains 24712 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17247 members 
Mstep: Class 29 contains 21025 members 
Mstep: Class 30 contains 18811 members 
Mstep: Class 31 contains 30843 members 
Mstep: Class 32 contains 28789 members 
Mstep: Class 33 contains 29016 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29400 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8005 members 
Mstep: Class 38 contains 25321 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16763 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19616 members 
Mstep: Class 43 contains 25360 members 
Mstep: Class 44 contains 19535 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20378 members 
Mstep: Class 48 contains 20099 members 
Mstep: Class 49 contains 27728 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18308 members 
Mstep: Class 52 contains 18960 members 
Mstep: Class 53 contains 25162 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483776.000000 Penalty: 187370.656250
Iteration 361Q: 56 clusters Score -1.774838e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29031 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28824 members 
Mstep: Class 5 contains 25984 members 
Mstep: Class 6 contains 9040 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26518 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16105 members 
Mstep: Class 12 contains 18267 members 
Mstep: Class 13 contains 21988 members 
Mstep: Class 14 contains 22766 members 
Mstep: Class 15 contains 17558 members 
Mstep: Class 16 contains 4179 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 27836 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 27468 members 
Mstep: Class 22 contains 35083 members 
Mstep: Class 23 contains 26412 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 38143 members 
Mstep: Class 26 contains 24894 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17239 members 
Mstep: Class 29 contains 21008 members 
Mstep: Class 30 contains 18818 members 
Mstep: Class 31 contains 30827 members 
Mstep: Class 32 contains 28768 members 
Mstep: Class 33 contains 29014 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29399 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8003 members 
Mstep: Class 38 contains 25327 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16810 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19626 members 
Mstep: Class 43 contains 25347 members 
Mstep: Class 44 contains 19532 members 
Mstep: Class 45 contains 3867 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20378 members 
Mstep: Class 48 contains 20101 members 
Mstep: Class 49 contains 27677 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18296 members 
Mstep: Class 52 contains 18956 members 
Mstep: Class 53 contains 25169 members 
Mstep: Class 54 contains 18829 members 
Mstep: Class 55 contains 19860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484240.000000 Penalty: 187370.656250
Iteration 362Q: 56 clusters Score -1.774842e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28984 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28830 members 
Mstep: Class 5 contains 25982 members 
Mstep: Class 6 contains 9052 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26532 members 
Mstep: Class 9 contains 11696 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 18269 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 22742 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 27503 members 
Mstep: Class 22 contains 35063 members 
Mstep: Class 23 contains 26392 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 38131 members 
Mstep: Class 26 contains 25078 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17238 members 
Mstep: Class 29 contains 20992 members 
Mstep: Class 30 contains 18855 members 
Mstep: Class 31 contains 30825 members 
Mstep: Class 32 contains 28738 members 
Mstep: Class 33 contains 29013 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29395 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 25337 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16861 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19631 members 
Mstep: Class 43 contains 25344 members 
Mstep: Class 44 contains 19531 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20359 members 
Mstep: Class 48 contains 20104 members 
Mstep: Class 49 contains 27621 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18294 members 
Mstep: Class 52 contains 18956 members 
Mstep: Class 53 contains 25174 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 19860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483872.000000 Penalty: 187370.656250
Iteration 363Q: 56 clusters Score -1.774839e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 9064 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26550 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 21993 members 
Mstep: Class 14 contains 22722 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27828 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 27532 members 
Mstep: Class 22 contains 35053 members 
Mstep: Class 23 contains 26394 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 38115 members 
Mstep: Class 26 contains 25318 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17233 members 
Mstep: Class 29 contains 21000 members 
Mstep: Class 30 contains 18865 members 
Mstep: Class 31 contains 30803 members 
Mstep: Class 32 contains 28707 members 
Mstep: Class 33 contains 29010 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29400 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8004 members 
Mstep: Class 38 contains 25354 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16902 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19634 members 
Mstep: Class 43 contains 25332 members 
Mstep: Class 44 contains 19528 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20343 members 
Mstep: Class 48 contains 20111 members 
Mstep: Class 49 contains 27567 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18291 members 
Mstep: Class 52 contains 18954 members 
Mstep: Class 53 contains 25173 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 19857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484224.000000 Penalty: 187370.656250
Iteration 364Q: 56 clusters Score -1.774842e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28880 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28820 members 
Mstep: Class 5 contains 25981 members 
Mstep: Class 6 contains 9077 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26550 members 
Mstep: Class 9 contains 11584 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15976 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 22690 members 
Mstep: Class 15 contains 17554 members 
Mstep: Class 16 contains 4098 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27825 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27535 members 
Mstep: Class 22 contains 35043 members 
Mstep: Class 23 contains 26408 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 38103 members 
Mstep: Class 26 contains 25550 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17241 members 
Mstep: Class 29 contains 20988 members 
Mstep: Class 30 contains 18881 members 
Mstep: Class 31 contains 30794 members 
Mstep: Class 32 contains 28684 members 
Mstep: Class 33 contains 29010 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29419 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 25376 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 16966 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19628 members 
Mstep: Class 43 contains 25318 members 
Mstep: Class 44 contains 19519 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20339 members 
Mstep: Class 48 contains 20115 members 
Mstep: Class 49 contains 27479 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18283 members 
Mstep: Class 52 contains 18956 members 
Mstep: Class 53 contains 25181 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 19851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484128.000000 Penalty: 187370.656250
Iteration 365Q: 56 clusters Score -1.774841e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28824 members 
Mstep: Class 5 contains 25993 members 
Mstep: Class 6 contains 9090 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26544 members 
Mstep: Class 9 contains 11520 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 18274 members 
Mstep: Class 13 contains 21992 members 
Mstep: Class 14 contains 22683 members 
Mstep: Class 15 contains 17552 members 
Mstep: Class 16 contains 4083 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 27832 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 27513 members 
Mstep: Class 22 contains 35029 members 
Mstep: Class 23 contains 26429 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 38088 members 
Mstep: Class 26 contains 25757 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17244 members 
Mstep: Class 29 contains 20965 members 
Mstep: Class 30 contains 18879 members 
Mstep: Class 31 contains 30784 members 
Mstep: Class 32 contains 28668 members 
Mstep: Class 33 contains 28999 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29429 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 25392 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17055 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19624 members 
Mstep: Class 43 contains 25303 members 
Mstep: Class 44 contains 19511 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20338 members 
Mstep: Class 48 contains 20134 members 
Mstep: Class 49 contains 27408 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18273 members 
Mstep: Class 52 contains 18957 members 
Mstep: Class 53 contains 25185 members 
Mstep: Class 54 contains 18838 members 
Mstep: Class 55 contains 19854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483888.000000 Penalty: 187370.656250
Iteration 366Q: 56 clusters Score -1.774839e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28789 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28815 members 
Mstep: Class 5 contains 26007 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26547 members 
Mstep: Class 9 contains 11463 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 18272 members 
Mstep: Class 13 contains 22001 members 
Mstep: Class 14 contains 22657 members 
Mstep: Class 15 contains 17552 members 
Mstep: Class 16 contains 4064 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 27844 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 27503 members 
Mstep: Class 22 contains 35018 members 
Mstep: Class 23 contains 26444 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 38077 members 
Mstep: Class 26 contains 25929 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17241 members 
Mstep: Class 29 contains 20945 members 
Mstep: Class 30 contains 18887 members 
Mstep: Class 31 contains 30781 members 
Mstep: Class 32 contains 28642 members 
Mstep: Class 33 contains 28991 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29443 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 25415 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17139 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19620 members 
Mstep: Class 43 contains 25292 members 
Mstep: Class 44 contains 19501 members 
Mstep: Class 45 contains 3862 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20333 members 
Mstep: Class 48 contains 20141 members 
Mstep: Class 49 contains 27336 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18267 members 
Mstep: Class 52 contains 18963 members 
Mstep: Class 53 contains 25171 members 
Mstep: Class 54 contains 18847 members 
Mstep: Class 55 contains 19865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483984.000000 Penalty: 187370.656250
Iteration 367Q: 56 clusters Score -1.77484e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28820 members 
Mstep: Class 5 contains 26012 members 
Mstep: Class 6 contains 9102 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26552 members 
Mstep: Class 9 contains 11403 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 12 contains 18275 members 
Mstep: Class 13 contains 22003 members 
Mstep: Class 14 contains 22652 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 4046 members 
Mstep: Class 17 contains 12763 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 27480 members 
Mstep: Class 22 contains 35003 members 
Mstep: Class 23 contains 26447 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 38065 members 
Mstep: Class 26 contains 26074 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17238 members 
Mstep: Class 29 contains 20923 members 
Mstep: Class 30 contains 18900 members 
Mstep: Class 31 contains 30776 members 
Mstep: Class 32 contains 28623 members 
Mstep: Class 33 contains 28982 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29452 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8002 members 
Mstep: Class 38 contains 25440 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17216 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19624 members 
Mstep: Class 43 contains 25286 members 
Mstep: Class 44 contains 19492 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20330 members 
Mstep: Class 48 contains 20160 members 
Mstep: Class 49 contains 27278 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18261 members 
Mstep: Class 52 contains 18959 members 
Mstep: Class 53 contains 25169 members 
Mstep: Class 54 contains 18872 members 
Mstep: Class 55 contains 19864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484160.000000 Penalty: 187370.656250
Iteration 368Q: 56 clusters Score -1.774842e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28720 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 26024 members 
Mstep: Class 6 contains 9109 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26558 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 18257 members 
Mstep: Class 13 contains 22013 members 
Mstep: Class 14 contains 22642 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 16 contains 4024 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27842 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27458 members 
Mstep: Class 22 contains 34992 members 
Mstep: Class 23 contains 26462 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 38055 members 
Mstep: Class 26 contains 26224 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17230 members 
Mstep: Class 29 contains 20901 members 
Mstep: Class 30 contains 18913 members 
Mstep: Class 31 contains 30772 members 
Mstep: Class 32 contains 28629 members 
Mstep: Class 33 contains 28972 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29468 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 8002 members 
Mstep: Class 38 contains 25456 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17282 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19621 members 
Mstep: Class 43 contains 25276 members 
Mstep: Class 44 contains 19498 members 
Mstep: Class 45 contains 3862 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20311 members 
Mstep: Class 48 contains 20179 members 
Mstep: Class 49 contains 27229 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18255 members 
Mstep: Class 52 contains 18960 members 
Mstep: Class 53 contains 25171 members 
Mstep: Class 54 contains 18875 members 
Mstep: Class 55 contains 19871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484176.000000 Penalty: 187370.656250
Iteration 369Q: 56 clusters Score -1.774842e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28695 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28829 members 
Mstep: Class 5 contains 26027 members 
Mstep: Class 6 contains 9108 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 26573 members 
Mstep: Class 9 contains 11306 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15810 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 22630 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 27847 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26560 members 
Mstep: Class 21 contains 27432 members 
Mstep: Class 22 contains 34973 members 
Mstep: Class 23 contains 26452 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 38048 members 
Mstep: Class 26 contains 26373 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17226 members 
Mstep: Class 29 contains 20883 members 
Mstep: Class 30 contains 18927 members 
Mstep: Class 31 contains 30763 members 
Mstep: Class 32 contains 28618 members 
Mstep: Class 33 contains 28977 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29462 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 8001 members 
Mstep: Class 38 contains 25468 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17346 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19616 members 
Mstep: Class 43 contains 25271 members 
Mstep: Class 44 contains 19500 members 
Mstep: Class 45 contains 3870 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20310 members 
Mstep: Class 48 contains 20192 members 
Mstep: Class 49 contains 27200 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18254 members 
Mstep: Class 52 contains 18954 members 
Mstep: Class 53 contains 25172 members 
Mstep: Class 54 contains 18881 members 
Mstep: Class 55 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484464.000000 Penalty: 187370.656250
Iteration 370Q: 56 clusters Score -1.774845e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28669 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28826 members 
Mstep: Class 5 contains 26028 members 
Mstep: Class 6 contains 9112 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26584 members 
Mstep: Class 9 contains 11258 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15770 members 
Mstep: Class 12 contains 18258 members 
Mstep: Class 13 contains 22001 members 
Mstep: Class 14 contains 22623 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 3994 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 27847 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 27444 members 
Mstep: Class 22 contains 34954 members 
Mstep: Class 23 contains 26449 members 
Mstep: Class 24 contains 2144 members 
Mstep: Class 25 contains 38026 members 
Mstep: Class 26 contains 26517 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17221 members 
Mstep: Class 29 contains 20855 members 
Mstep: Class 30 contains 18948 members 
Mstep: Class 31 contains 30756 members 
Mstep: Class 32 contains 28615 members 
Mstep: Class 33 contains 28994 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29463 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7999 members 
Mstep: Class 38 contains 25481 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17415 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19608 members 
Mstep: Class 43 contains 25273 members 
Mstep: Class 44 contains 19492 members 
Mstep: Class 45 contains 3868 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20291 members 
Mstep: Class 48 contains 20206 members 
Mstep: Class 49 contains 27159 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18252 members 
Mstep: Class 52 contains 18955 members 
Mstep: Class 53 contains 25160 members 
Mstep: Class 54 contains 18887 members 
Mstep: Class 55 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484832.000000 Penalty: 187370.656250
Iteration 371Q: 56 clusters Score -1.774848e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28653 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 9117 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26590 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15735 members 
Mstep: Class 12 contains 18254 members 
Mstep: Class 13 contains 22009 members 
Mstep: Class 14 contains 22608 members 
Mstep: Class 15 contains 17556 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26574 members 
Mstep: Class 21 contains 27437 members 
Mstep: Class 22 contains 34958 members 
Mstep: Class 23 contains 26444 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 38021 members 
Mstep: Class 26 contains 26661 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 20828 members 
Mstep: Class 30 contains 18977 members 
Mstep: Class 31 contains 30745 members 
Mstep: Class 32 contains 28621 members 
Mstep: Class 33 contains 29003 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29462 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7997 members 
Mstep: Class 38 contains 25485 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17484 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19606 members 
Mstep: Class 43 contains 25268 members 
Mstep: Class 44 contains 19485 members 
Mstep: Class 45 contains 3866 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20271 members 
Mstep: Class 48 contains 20204 members 
Mstep: Class 49 contains 27100 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18259 members 
Mstep: Class 52 contains 18954 members 
Mstep: Class 53 contains 25157 members 
Mstep: Class 54 contains 18882 members 
Mstep: Class 55 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484400.000000 Penalty: 187370.656250
Iteration 372Q: 56 clusters Score -1.774844e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 26037 members 
Mstep: Class 6 contains 9123 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26598 members 
Mstep: Class 9 contains 11176 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15705 members 
Mstep: Class 12 contains 18252 members 
Mstep: Class 13 contains 22012 members 
Mstep: Class 14 contains 22616 members 
Mstep: Class 15 contains 17550 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 27837 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26576 members 
Mstep: Class 21 contains 27430 members 
Mstep: Class 22 contains 34926 members 
Mstep: Class 23 contains 26426 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 38005 members 
Mstep: Class 26 contains 26813 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17205 members 
Mstep: Class 29 contains 20813 members 
Mstep: Class 30 contains 18981 members 
Mstep: Class 31 contains 30744 members 
Mstep: Class 32 contains 28611 members 
Mstep: Class 33 contains 29006 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29469 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7998 members 
Mstep: Class 38 contains 25510 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17568 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19611 members 
Mstep: Class 43 contains 25267 members 
Mstep: Class 44 contains 19474 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20272 members 
Mstep: Class 48 contains 20196 members 
Mstep: Class 49 contains 27038 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18258 members 
Mstep: Class 52 contains 18949 members 
Mstep: Class 53 contains 25158 members 
Mstep: Class 54 contains 18881 members 
Mstep: Class 55 contains 19863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484304.000000 Penalty: 187370.656250
Iteration 373Q: 56 clusters Score -1.774843e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28622 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28814 members 
Mstep: Class 5 contains 26032 members 
Mstep: Class 6 contains 9127 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26610 members 
Mstep: Class 9 contains 11150 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15674 members 
Mstep: Class 12 contains 18256 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 22605 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26583 members 
Mstep: Class 21 contains 27448 members 
Mstep: Class 22 contains 34908 members 
Mstep: Class 23 contains 26414 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 37988 members 
Mstep: Class 26 contains 26935 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 20784 members 
Mstep: Class 30 contains 19006 members 
Mstep: Class 31 contains 30753 members 
Mstep: Class 32 contains 28599 members 
Mstep: Class 33 contains 29000 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29471 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7996 members 
Mstep: Class 38 contains 25520 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17655 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19609 members 
Mstep: Class 43 contains 25269 members 
Mstep: Class 44 contains 19475 members 
Mstep: Class 45 contains 3858 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20275 members 
Mstep: Class 48 contains 20192 members 
Mstep: Class 49 contains 26959 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18256 members 
Mstep: Class 52 contains 18938 members 
Mstep: Class 53 contains 25154 members 
Mstep: Class 54 contains 18882 members 
Mstep: Class 55 contains 19868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484400.000000 Penalty: 187370.656250
Iteration 374Q: 56 clusters Score -1.774844e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28592 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28818 members 
Mstep: Class 5 contains 26031 members 
Mstep: Class 6 contains 9131 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26637 members 
Mstep: Class 9 contains 11120 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15629 members 
Mstep: Class 12 contains 18246 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 17541 members 
Mstep: Class 16 contains 3949 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 27847 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26584 members 
Mstep: Class 21 contains 27448 members 
Mstep: Class 22 contains 34895 members 
Mstep: Class 23 contains 26404 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 37958 members 
Mstep: Class 26 contains 27056 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17219 members 
Mstep: Class 29 contains 20747 members 
Mstep: Class 30 contains 19027 members 
Mstep: Class 31 contains 30764 members 
Mstep: Class 32 contains 28583 members 
Mstep: Class 33 contains 28986 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29473 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7994 members 
Mstep: Class 38 contains 25544 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17752 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19601 members 
Mstep: Class 43 contains 25274 members 
Mstep: Class 44 contains 19470 members 
Mstep: Class 45 contains 3858 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20285 members 
Mstep: Class 48 contains 20194 members 
Mstep: Class 49 contains 26897 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18257 members 
Mstep: Class 52 contains 18935 members 
Mstep: Class 53 contains 25158 members 
Mstep: Class 54 contains 18883 members 
Mstep: Class 55 contains 19872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484496.000000 Penalty: 187370.656250
Iteration 375Q: 56 clusters Score -1.774845e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28585 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28822 members 
Mstep: Class 5 contains 26033 members 
Mstep: Class 6 contains 9133 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26648 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 22001 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 17542 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 27846 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26596 members 
Mstep: Class 21 contains 27447 members 
Mstep: Class 22 contains 34876 members 
Mstep: Class 23 contains 26393 members 
Mstep: Class 24 contains 2145 members 
Mstep: Class 25 contains 37932 members 
Mstep: Class 26 contains 27138 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17227 members 
Mstep: Class 29 contains 20719 members 
Mstep: Class 30 contains 19043 members 
Mstep: Class 31 contains 30765 members 
Mstep: Class 32 contains 28578 members 
Mstep: Class 33 contains 28986 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29464 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7992 members 
Mstep: Class 38 contains 25552 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17871 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19602 members 
Mstep: Class 43 contains 25273 members 
Mstep: Class 44 contains 19463 members 
Mstep: Class 45 contains 3860 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20292 members 
Mstep: Class 48 contains 20204 members 
Mstep: Class 49 contains 26823 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18257 members 
Mstep: Class 52 contains 18940 members 
Mstep: Class 53 contains 25157 members 
Mstep: Class 54 contains 18879 members 
Mstep: Class 55 contains 19866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484944.000000 Penalty: 187370.656250
Iteration 376Q: 56 clusters Score -1.774849e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28829 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26658 members 
Mstep: Class 9 contains 11052 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 18226 members 
Mstep: Class 13 contains 21994 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 27851 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 27438 members 
Mstep: Class 22 contains 34839 members 
Mstep: Class 23 contains 26392 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 37918 members 
Mstep: Class 26 contains 27242 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17220 members 
Mstep: Class 29 contains 20692 members 
Mstep: Class 30 contains 19062 members 
Mstep: Class 31 contains 30739 members 
Mstep: Class 32 contains 28575 members 
Mstep: Class 33 contains 28992 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29464 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7993 members 
Mstep: Class 38 contains 25571 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 17996 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19608 members 
Mstep: Class 43 contains 25273 members 
Mstep: Class 44 contains 19455 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20294 members 
Mstep: Class 48 contains 20210 members 
Mstep: Class 49 contains 26748 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18263 members 
Mstep: Class 52 contains 18931 members 
Mstep: Class 53 contains 25154 members 
Mstep: Class 54 contains 18886 members 
Mstep: Class 55 contains 19866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484992.000000 Penalty: 187370.656250
Iteration 377Q: 56 clusters Score -1.77485e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28844 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26672 members 
Mstep: Class 9 contains 11007 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15525 members 
Mstep: Class 12 contains 18219 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 22558 members 
Mstep: Class 15 contains 17526 members 
Mstep: Class 16 contains 3930 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 27839 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26629 members 
Mstep: Class 21 contains 27433 members 
Mstep: Class 22 contains 34819 members 
Mstep: Class 23 contains 26382 members 
Mstep: Class 24 contains 2146 members 
Mstep: Class 25 contains 37909 members 
Mstep: Class 26 contains 27346 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17213 members 
Mstep: Class 29 contains 20685 members 
Mstep: Class 30 contains 19076 members 
Mstep: Class 31 contains 30731 members 
Mstep: Class 32 contains 28571 members 
Mstep: Class 33 contains 28990 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29465 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7990 members 
Mstep: Class 38 contains 25590 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18110 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19612 members 
Mstep: Class 43 contains 25268 members 
Mstep: Class 44 contains 19449 members 
Mstep: Class 45 contains 3865 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20278 members 
Mstep: Class 48 contains 20208 members 
Mstep: Class 49 contains 26688 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18266 members 
Mstep: Class 52 contains 18926 members 
Mstep: Class 53 contains 25159 members 
Mstep: Class 54 contains 18893 members 
Mstep: Class 55 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484864.000000 Penalty: 187370.656250
Iteration 378Q: 56 clusters Score -1.774849e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28537 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28853 members 
Mstep: Class 5 contains 26037 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26684 members 
Mstep: Class 9 contains 10956 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15468 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 21986 members 
Mstep: Class 14 contains 22550 members 
Mstep: Class 15 contains 17523 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 12751 members 
Mstep: Class 18 contains 27816 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26643 members 
Mstep: Class 21 contains 27428 members 
Mstep: Class 22 contains 34796 members 
Mstep: Class 23 contains 26375 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 37896 members 
Mstep: Class 26 contains 27417 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 20664 members 
Mstep: Class 30 contains 19094 members 
Mstep: Class 31 contains 30751 members 
Mstep: Class 32 contains 28569 members 
Mstep: Class 33 contains 28981 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29458 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7991 members 
Mstep: Class 38 contains 25607 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18236 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19609 members 
Mstep: Class 43 contains 25256 members 
Mstep: Class 44 contains 19453 members 
Mstep: Class 45 contains 3863 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20269 members 
Mstep: Class 48 contains 20211 members 
Mstep: Class 49 contains 26662 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18264 members 
Mstep: Class 52 contains 18918 members 
Mstep: Class 53 contains 25158 members 
Mstep: Class 54 contains 18898 members 
Mstep: Class 55 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484928.000000 Penalty: 187370.656250
Iteration 379Q: 56 clusters Score -1.774849e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28534 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28846 members 
Mstep: Class 5 contains 26046 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26688 members 
Mstep: Class 9 contains 10922 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15422 members 
Mstep: Class 12 contains 18213 members 
Mstep: Class 13 contains 21989 members 
Mstep: Class 14 contains 22527 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 27807 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26652 members 
Mstep: Class 21 contains 27406 members 
Mstep: Class 22 contains 34775 members 
Mstep: Class 23 contains 26366 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37893 members 
Mstep: Class 26 contains 27474 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17203 members 
Mstep: Class 29 contains 20642 members 
Mstep: Class 30 contains 19117 members 
Mstep: Class 31 contains 30761 members 
Mstep: Class 32 contains 28569 members 
Mstep: Class 33 contains 28979 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29458 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7989 members 
Mstep: Class 38 contains 25609 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18368 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19610 members 
Mstep: Class 43 contains 25242 members 
Mstep: Class 44 contains 19459 members 
Mstep: Class 45 contains 3864 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20269 members 
Mstep: Class 48 contains 20214 members 
Mstep: Class 49 contains 26640 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18266 members 
Mstep: Class 52 contains 18912 members 
Mstep: Class 53 contains 25155 members 
Mstep: Class 54 contains 18902 members 
Mstep: Class 55 contains 19877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485120.000000 Penalty: 187370.656250
Iteration 380F: 56 clusters Score -1.774851e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28854 members 
Mstep: Class 5 contains 26043 members 
Mstep: Class 6 contains 9141 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15397 members 
Mstep: Class 12 contains 18203 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 22516 members 
Mstep: Class 15 contains 17518 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 27791 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 27371 members 
Mstep: Class 22 contains 34743 members 
Mstep: Class 23 contains 26362 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37888 members 
Mstep: Class 26 contains 27538 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 20632 members 
Mstep: Class 30 contains 19148 members 
Mstep: Class 31 contains 30775 members 
Mstep: Class 32 contains 28577 members 
Mstep: Class 33 contains 28978 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29459 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7989 members 
Mstep: Class 38 contains 25622 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18486 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19613 members 
Mstep: Class 43 contains 25231 members 
Mstep: Class 44 contains 19462 members 
Mstep: Class 45 contains 3866 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20252 members 
Mstep: Class 48 contains 20220 members 
Mstep: Class 49 contains 26608 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18270 members 
Mstep: Class 52 contains 18912 members 
Mstep: Class 53 contains 25151 members 
Mstep: Class 54 contains 18902 members 
Mstep: Class 55 contains 19872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485216.000000 Penalty: 187370.656250
Iteration 381Q: 56 clusters Score -1.774852e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28519 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28857 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26700 members 
Mstep: Class 9 contains 10817 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15369 members 
Mstep: Class 12 contains 18204 members 
Mstep: Class 13 contains 21980 members 
Mstep: Class 14 contains 22494 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27782 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26655 members 
Mstep: Class 21 contains 27353 members 
Mstep: Class 22 contains 34723 members 
Mstep: Class 23 contains 26341 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37887 members 
Mstep: Class 26 contains 27615 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 20623 members 
Mstep: Class 30 contains 19165 members 
Mstep: Class 31 contains 30791 members 
Mstep: Class 32 contains 28581 members 
Mstep: Class 33 contains 28980 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29450 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7987 members 
Mstep: Class 38 contains 25641 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18626 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19613 members 
Mstep: Class 43 contains 25217 members 
Mstep: Class 44 contains 19465 members 
Mstep: Class 45 contains 3862 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20244 members 
Mstep: Class 48 contains 20226 members 
Mstep: Class 49 contains 26580 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18267 members 
Mstep: Class 52 contains 18909 members 
Mstep: Class 53 contains 25139 members 
Mstep: Class 54 contains 18901 members 
Mstep: Class 55 contains 19869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485344.000000 Penalty: 187370.656250
Iteration 382Q: 56 clusters Score -1.774853e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28508 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28862 members 
Mstep: Class 5 contains 26041 members 
Mstep: Class 6 contains 9137 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15326 members 
Mstep: Class 12 contains 18196 members 
Mstep: Class 13 contains 21984 members 
Mstep: Class 14 contains 22489 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27772 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 27337 members 
Mstep: Class 22 contains 34726 members 
Mstep: Class 23 contains 26329 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37878 members 
Mstep: Class 26 contains 27655 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17214 members 
Mstep: Class 29 contains 20603 members 
Mstep: Class 30 contains 19195 members 
Mstep: Class 31 contains 30803 members 
Mstep: Class 32 contains 28576 members 
Mstep: Class 33 contains 28985 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29450 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 25649 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18761 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19620 members 
Mstep: Class 43 contains 25220 members 
Mstep: Class 44 contains 19465 members 
Mstep: Class 45 contains 3859 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20239 members 
Mstep: Class 48 contains 20225 members 
Mstep: Class 49 contains 26542 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18262 members 
Mstep: Class 52 contains 18902 members 
Mstep: Class 53 contains 25130 members 
Mstep: Class 54 contains 18902 members 
Mstep: Class 55 contains 19867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484992.000000 Penalty: 187370.656250
Iteration 383Q: 56 clusters Score -1.77485e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28491 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28855 members 
Mstep: Class 5 contains 26042 members 
Mstep: Class 6 contains 9142 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26717 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15293 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 13 contains 21990 members 
Mstep: Class 14 contains 22463 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27751 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26669 members 
Mstep: Class 21 contains 27322 members 
Mstep: Class 22 contains 34731 members 
Mstep: Class 23 contains 26312 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 37873 members 
Mstep: Class 26 contains 27713 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17215 members 
Mstep: Class 29 contains 20583 members 
Mstep: Class 30 contains 19220 members 
Mstep: Class 31 contains 30816 members 
Mstep: Class 32 contains 28585 members 
Mstep: Class 33 contains 28983 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29459 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25656 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 18889 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19625 members 
Mstep: Class 43 contains 25219 members 
Mstep: Class 44 contains 19465 members 
Mstep: Class 45 contains 3856 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20236 members 
Mstep: Class 48 contains 20220 members 
Mstep: Class 49 contains 26512 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18266 members 
Mstep: Class 52 contains 18891 members 
Mstep: Class 53 contains 25121 members 
Mstep: Class 54 contains 18906 members 
Mstep: Class 55 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485024.000000 Penalty: 187370.656250
Iteration 384Q: 56 clusters Score -1.77485e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28473 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28865 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 9143 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26718 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15254 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 22437 members 
Mstep: Class 15 contains 17510 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27735 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 34729 members 
Mstep: Class 23 contains 26302 members 
Mstep: Class 24 contains 2147 members 
Mstep: Class 25 contains 37864 members 
Mstep: Class 26 contains 27768 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 20560 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 30835 members 
Mstep: Class 32 contains 28602 members 
Mstep: Class 33 contains 28979 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29470 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25656 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19005 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19628 members 
Mstep: Class 43 contains 25212 members 
Mstep: Class 44 contains 19465 members 
Mstep: Class 45 contains 3856 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20231 members 
Mstep: Class 48 contains 20223 members 
Mstep: Class 49 contains 26510 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18278 members 
Mstep: Class 52 contains 18874 members 
Mstep: Class 53 contains 25111 members 
Mstep: Class 54 contains 18902 members 
Mstep: Class 55 contains 19857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485200.000000 Penalty: 187370.656250
Iteration 385Q: 56 clusters Score -1.774852e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28465 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28879 members 
Mstep: Class 5 contains 26020 members 
Mstep: Class 6 contains 9138 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26721 members 
Mstep: Class 9 contains 10617 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15224 members 
Mstep: Class 12 contains 18185 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 22427 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 27726 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26678 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 34735 members 
Mstep: Class 23 contains 26299 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37865 members 
Mstep: Class 26 contains 27828 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17212 members 
Mstep: Class 29 contains 20544 members 
Mstep: Class 30 contains 19237 members 
Mstep: Class 31 contains 30839 members 
Mstep: Class 32 contains 28608 members 
Mstep: Class 33 contains 28967 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29474 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25660 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19113 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19636 members 
Mstep: Class 43 contains 25200 members 
Mstep: Class 44 contains 19462 members 
Mstep: Class 45 contains 3853 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20236 members 
Mstep: Class 48 contains 20221 members 
Mstep: Class 49 contains 26510 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18284 members 
Mstep: Class 52 contains 18864 members 
Mstep: Class 53 contains 25105 members 
Mstep: Class 54 contains 18904 members 
Mstep: Class 55 contains 19842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484880.000000 Penalty: 187370.656250
Iteration 386Q: 56 clusters Score -1.774849e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28463 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28887 members 
Mstep: Class 5 contains 25996 members 
Mstep: Class 6 contains 9140 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26718 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15207 members 
Mstep: Class 12 contains 18184 members 
Mstep: Class 13 contains 22014 members 
Mstep: Class 14 contains 22396 members 
Mstep: Class 15 contains 17501 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 27721 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26675 members 
Mstep: Class 21 contains 27307 members 
Mstep: Class 22 contains 34737 members 
Mstep: Class 23 contains 26299 members 
Mstep: Class 24 contains 2148 members 
Mstep: Class 25 contains 37860 members 
Mstep: Class 26 contains 27910 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17207 members 
Mstep: Class 29 contains 20522 members 
Mstep: Class 30 contains 19215 members 
Mstep: Class 31 contains 30852 members 
Mstep: Class 32 contains 28604 members 
Mstep: Class 33 contains 28960 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29470 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7985 members 
Mstep: Class 38 contains 25659 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19202 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19638 members 
Mstep: Class 43 contains 25199 members 
Mstep: Class 44 contains 19460 members 
Mstep: Class 45 contains 3852 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20250 members 
Mstep: Class 48 contains 20230 members 
Mstep: Class 49 contains 26516 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18278 members 
Mstep: Class 52 contains 18859 members 
Mstep: Class 53 contains 25102 members 
Mstep: Class 54 contains 18903 members 
Mstep: Class 55 contains 19828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484992.000000 Penalty: 187370.656250
Iteration 387Q: 56 clusters Score -1.77485e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28461 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28894 members 
Mstep: Class 5 contains 25988 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26711 members 
Mstep: Class 9 contains 10548 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15191 members 
Mstep: Class 12 contains 18179 members 
Mstep: Class 13 contains 22020 members 
Mstep: Class 14 contains 22380 members 
Mstep: Class 15 contains 17499 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26671 members 
Mstep: Class 21 contains 27316 members 
Mstep: Class 22 contains 34741 members 
Mstep: Class 23 contains 26300 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 37845 members 
Mstep: Class 26 contains 28005 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 20480 members 
Mstep: Class 30 contains 19224 members 
Mstep: Class 31 contains 30842 members 
Mstep: Class 32 contains 28597 members 
Mstep: Class 33 contains 28948 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29464 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25667 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19294 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19639 members 
Mstep: Class 43 contains 25199 members 
Mstep: Class 44 contains 19457 members 
Mstep: Class 45 contains 3852 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20268 members 
Mstep: Class 48 contains 20237 members 
Mstep: Class 49 contains 26509 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18273 members 
Mstep: Class 52 contains 18855 members 
Mstep: Class 53 contains 25093 members 
Mstep: Class 54 contains 18898 members 
Mstep: Class 55 contains 19809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484976.000000 Penalty: 187370.656250
Iteration 388Q: 56 clusters Score -1.77485e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28447 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28900 members 
Mstep: Class 5 contains 25987 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26707 members 
Mstep: Class 9 contains 10515 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15168 members 
Mstep: Class 12 contains 18172 members 
Mstep: Class 13 contains 22013 members 
Mstep: Class 14 contains 22351 members 
Mstep: Class 15 contains 17492 members 
Mstep: Class 16 contains 3829 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27695 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26662 members 
Mstep: Class 21 contains 27330 members 
Mstep: Class 22 contains 34736 members 
Mstep: Class 23 contains 26294 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 37846 members 
Mstep: Class 26 contains 28089 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17208 members 
Mstep: Class 29 contains 20473 members 
Mstep: Class 30 contains 19216 members 
Mstep: Class 31 contains 30844 members 
Mstep: Class 32 contains 28599 members 
Mstep: Class 33 contains 28943 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29465 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25675 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19395 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19643 members 
Mstep: Class 43 contains 25198 members 
Mstep: Class 44 contains 19460 members 
Mstep: Class 45 contains 3850 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20274 members 
Mstep: Class 48 contains 20232 members 
Mstep: Class 49 contains 26478 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18267 members 
Mstep: Class 52 contains 18854 members 
Mstep: Class 53 contains 25092 members 
Mstep: Class 54 contains 18895 members 
Mstep: Class 55 contains 19815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485184.000000 Penalty: 187370.656250
Iteration 389Q: 56 clusters Score -1.774852e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28426 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28894 members 
Mstep: Class 5 contains 25975 members 
Mstep: Class 6 contains 9136 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 10471 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15159 members 
Mstep: Class 12 contains 18175 members 
Mstep: Class 13 contains 22009 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 17495 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27680 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26669 members 
Mstep: Class 21 contains 27336 members 
Mstep: Class 22 contains 34722 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 37843 members 
Mstep: Class 26 contains 28195 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17203 members 
Mstep: Class 29 contains 20442 members 
Mstep: Class 30 contains 19218 members 
Mstep: Class 31 contains 30842 members 
Mstep: Class 32 contains 28597 members 
Mstep: Class 33 contains 28929 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29465 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25685 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19499 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19646 members 
Mstep: Class 43 contains 25201 members 
Mstep: Class 44 contains 19460 members 
Mstep: Class 45 contains 3850 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20281 members 
Mstep: Class 48 contains 20246 members 
Mstep: Class 49 contains 26463 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18253 members 
Mstep: Class 52 contains 18852 members 
Mstep: Class 53 contains 25077 members 
Mstep: Class 54 contains 18896 members 
Mstep: Class 55 contains 19812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484896.000000 Penalty: 187370.656250
Iteration 390Q: 56 clusters Score -1.774849e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28397 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28885 members 
Mstep: Class 5 contains 25961 members 
Mstep: Class 6 contains 9145 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 10421 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15131 members 
Mstep: Class 12 contains 18171 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 22297 members 
Mstep: Class 15 contains 17488 members 
Mstep: Class 16 contains 3811 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 27683 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26662 members 
Mstep: Class 21 contains 27350 members 
Mstep: Class 22 contains 34720 members 
Mstep: Class 23 contains 26293 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 37839 members 
Mstep: Class 26 contains 28297 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17207 members 
Mstep: Class 29 contains 20404 members 
Mstep: Class 30 contains 19227 members 
Mstep: Class 31 contains 30852 members 
Mstep: Class 32 contains 28585 members 
Mstep: Class 33 contains 28909 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29483 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 25696 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19608 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19650 members 
Mstep: Class 43 contains 25196 members 
Mstep: Class 44 contains 19458 members 
Mstep: Class 45 contains 3850 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20280 members 
Mstep: Class 48 contains 20262 members 
Mstep: Class 49 contains 26464 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18248 members 
Mstep: Class 52 contains 18838 members 
Mstep: Class 53 contains 25065 members 
Mstep: Class 54 contains 18896 members 
Mstep: Class 55 contains 19813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484448.000000 Penalty: 187370.656250
Iteration 391Q: 56 clusters Score -1.774844e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28391 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28894 members 
Mstep: Class 5 contains 25954 members 
Mstep: Class 6 contains 9149 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26697 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15114 members 
Mstep: Class 12 contains 18174 members 
Mstep: Class 13 contains 21998 members 
Mstep: Class 14 contains 22270 members 
Mstep: Class 15 contains 17483 members 
Mstep: Class 16 contains 3813 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 27676 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 27347 members 
Mstep: Class 22 contains 34701 members 
Mstep: Class 23 contains 26292 members 
Mstep: Class 24 contains 2150 members 
Mstep: Class 25 contains 37831 members 
Mstep: Class 26 contains 28393 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 20364 members 
Mstep: Class 30 contains 19254 members 
Mstep: Class 31 contains 30862 members 
Mstep: Class 32 contains 28582 members 
Mstep: Class 33 contains 28896 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29483 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 25713 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19735 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19642 members 
Mstep: Class 43 contains 25195 members 
Mstep: Class 44 contains 19459 members 
Mstep: Class 45 contains 3847 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20284 members 
Mstep: Class 48 contains 20267 members 
Mstep: Class 49 contains 26445 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18245 members 
Mstep: Class 52 contains 18828 members 
Mstep: Class 53 contains 25060 members 
Mstep: Class 54 contains 18895 members 
Mstep: Class 55 contains 19808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484128.000000 Penalty: 187370.656250
Iteration 392Q: 56 clusters Score -1.774841e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28893 members 
Mstep: Class 5 contains 25937 members 
Mstep: Class 6 contains 9153 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15101 members 
Mstep: Class 12 contains 18170 members 
Mstep: Class 13 contains 21989 members 
Mstep: Class 14 contains 22242 members 
Mstep: Class 15 contains 17478 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 27654 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 34704 members 
Mstep: Class 23 contains 26303 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37814 members 
Mstep: Class 26 contains 28486 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17192 members 
Mstep: Class 29 contains 20332 members 
Mstep: Class 30 contains 19269 members 
Mstep: Class 31 contains 30885 members 
Mstep: Class 32 contains 28566 members 
Mstep: Class 33 contains 28884 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29493 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7981 members 
Mstep: Class 38 contains 25716 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19839 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19639 members 
Mstep: Class 43 contains 25188 members 
Mstep: Class 44 contains 19458 members 
Mstep: Class 45 contains 3846 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20273 members 
Mstep: Class 48 contains 20281 members 
Mstep: Class 49 contains 26455 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18243 members 
Mstep: Class 52 contains 18830 members 
Mstep: Class 53 contains 25049 members 
Mstep: Class 54 contains 18892 members 
Mstep: Class 55 contains 19814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484032.000000 Penalty: 187370.656250
Iteration 393Q: 56 clusters Score -1.77484e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28366 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28884 members 
Mstep: Class 5 contains 25928 members 
Mstep: Class 6 contains 9158 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26687 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 18172 members 
Mstep: Class 13 contains 21996 members 
Mstep: Class 14 contains 22230 members 
Mstep: Class 15 contains 17477 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 27337 members 
Mstep: Class 22 contains 34703 members 
Mstep: Class 23 contains 26299 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37789 members 
Mstep: Class 26 contains 28585 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17185 members 
Mstep: Class 29 contains 20310 members 
Mstep: Class 30 contains 19276 members 
Mstep: Class 31 contains 30893 members 
Mstep: Class 32 contains 28556 members 
Mstep: Class 33 contains 28868 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29500 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7983 members 
Mstep: Class 38 contains 25738 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 19961 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19637 members 
Mstep: Class 43 contains 25190 members 
Mstep: Class 44 contains 19459 members 
Mstep: Class 45 contains 3841 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20258 members 
Mstep: Class 48 contains 20297 members 
Mstep: Class 49 contains 26424 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18234 members 
Mstep: Class 52 contains 18827 members 
Mstep: Class 53 contains 25032 members 
Mstep: Class 54 contains 18884 members 
Mstep: Class 55 contains 19811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484256.000000 Penalty: 187370.656250
Iteration 394Q: 56 clusters Score -1.774843e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28351 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28877 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 9157 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26698 members 
Mstep: Class 9 contains 10208 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15051 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 22220 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 3804 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27644 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26652 members 
Mstep: Class 21 contains 27341 members 
Mstep: Class 22 contains 34705 members 
Mstep: Class 23 contains 26285 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37782 members 
Mstep: Class 26 contains 28688 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17187 members 
Mstep: Class 29 contains 20282 members 
Mstep: Class 30 contains 19284 members 
Mstep: Class 31 contains 30884 members 
Mstep: Class 32 contains 28555 members 
Mstep: Class 33 contains 28851 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29495 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7982 members 
Mstep: Class 38 contains 25757 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20080 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19630 members 
Mstep: Class 43 contains 25190 members 
Mstep: Class 44 contains 19457 members 
Mstep: Class 45 contains 3839 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20257 members 
Mstep: Class 48 contains 20313 members 
Mstep: Class 49 contains 26396 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18233 members 
Mstep: Class 52 contains 18828 members 
Mstep: Class 53 contains 25022 members 
Mstep: Class 54 contains 18876 members 
Mstep: Class 55 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484368.000000 Penalty: 187370.656250
Iteration 395Q: 56 clusters Score -1.774844e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28345 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28863 members 
Mstep: Class 5 contains 25914 members 
Mstep: Class 6 contains 9159 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26704 members 
Mstep: Class 9 contains 10172 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 15018 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 21977 members 
Mstep: Class 14 contains 22199 members 
Mstep: Class 15 contains 17487 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27628 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26649 members 
Mstep: Class 21 contains 27340 members 
Mstep: Class 22 contains 34700 members 
Mstep: Class 23 contains 26282 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37776 members 
Mstep: Class 26 contains 28832 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17178 members 
Mstep: Class 29 contains 20269 members 
Mstep: Class 30 contains 19278 members 
Mstep: Class 31 contains 30866 members 
Mstep: Class 32 contains 28547 members 
Mstep: Class 33 contains 28822 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29487 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7978 members 
Mstep: Class 38 contains 25769 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20198 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19636 members 
Mstep: Class 43 contains 25185 members 
Mstep: Class 44 contains 19451 members 
Mstep: Class 45 contains 3840 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20253 members 
Mstep: Class 48 contains 20336 members 
Mstep: Class 49 contains 26376 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18246 members 
Mstep: Class 52 contains 18805 members 
Mstep: Class 53 contains 25013 members 
Mstep: Class 54 contains 18874 members 
Mstep: Class 55 contains 19797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483920.000000 Penalty: 187370.656250
Iteration 396Q: 56 clusters Score -1.774839e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28344 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28844 members 
Mstep: Class 5 contains 25921 members 
Mstep: Class 6 contains 9163 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26721 members 
Mstep: Class 9 contains 10126 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14980 members 
Mstep: Class 12 contains 18184 members 
Mstep: Class 13 contains 21979 members 
Mstep: Class 14 contains 22166 members 
Mstep: Class 15 contains 17487 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 27612 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 27334 members 
Mstep: Class 22 contains 34690 members 
Mstep: Class 23 contains 26283 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37766 members 
Mstep: Class 26 contains 28962 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17184 members 
Mstep: Class 29 contains 20254 members 
Mstep: Class 30 contains 19278 members 
Mstep: Class 31 contains 30865 members 
Mstep: Class 32 contains 28543 members 
Mstep: Class 33 contains 28784 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29483 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7974 members 
Mstep: Class 38 contains 25777 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20314 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19627 members 
Mstep: Class 43 contains 25192 members 
Mstep: Class 44 contains 19444 members 
Mstep: Class 45 contains 3841 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20250 members 
Mstep: Class 48 contains 20349 members 
Mstep: Class 49 contains 26349 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18245 members 
Mstep: Class 52 contains 18802 members 
Mstep: Class 53 contains 25000 members 
Mstep: Class 54 contains 18870 members 
Mstep: Class 55 contains 19797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484048.000000 Penalty: 187370.656250
Iteration 397Q: 56 clusters Score -1.77484e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28327 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28837 members 
Mstep: Class 5 contains 25917 members 
Mstep: Class 6 contains 9167 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26727 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14951 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 21975 members 
Mstep: Class 14 contains 22133 members 
Mstep: Class 15 contains 17488 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27618 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 27325 members 
Mstep: Class 22 contains 34691 members 
Mstep: Class 23 contains 26295 members 
Mstep: Class 24 contains 2151 members 
Mstep: Class 25 contains 37756 members 
Mstep: Class 26 contains 29081 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 20216 members 
Mstep: Class 30 contains 19296 members 
Mstep: Class 31 contains 30859 members 
Mstep: Class 32 contains 28537 members 
Mstep: Class 33 contains 28759 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29478 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 7973 members 
Mstep: Class 38 contains 25788 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20448 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19628 members 
Mstep: Class 43 contains 25189 members 
Mstep: Class 44 contains 19435 members 
Mstep: Class 45 contains 3840 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20248 members 
Mstep: Class 48 contains 20357 members 
Mstep: Class 49 contains 26291 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18247 members 
Mstep: Class 52 contains 18797 members 
Mstep: Class 53 contains 24991 members 
Mstep: Class 54 contains 18863 members 
Mstep: Class 55 contains 19807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484416.000000 Penalty: 187370.656250
Iteration 398Q: 56 clusters Score -1.774844e+08 nChanged 1324
Entering ConstructFrom: 
Score: -177484416.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -151735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -149984.218750 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -149984.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -150289.734375 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -150289.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -150405.531250 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -150405.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150446.593750 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -150446.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -150466.000000 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -150466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -150492.031250 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -150492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -150514.015625 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -150514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -150527.421875 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -150527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -150533.156250 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -150533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -150549.281250 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -150549.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150572.593750 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -150572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150592.578125 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -150592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150615.734375 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -150615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150631.484375 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -150631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -150641.437500 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -150641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -150656.375000 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -150656.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -150681.984375 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -150682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -150700.015625 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -150700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -150713.250000 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -150713.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -150735.234375 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -150735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -150746.406250 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -150746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -150755.234375 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -150755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -150759.484375 Penalty: 3327.209717
	Iteration 22Q: 3 clusters Score -150759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -150759.484375 Penalty: 3327.209717
	Iteration 23F: 3 clusters Score -150759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Entering Unmasked Estep 
Score: -5412744.500000 Penalty: 2542.170410
	Iteration 0F: 2 clusters Score -5412744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5393590.000000 Penalty: 5084.340820
	Iteration 0F: 3 clusters Score -5393590 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5400593.500000 Penalty: 5084.340820
	Iteration 1F: 3 clusters Score -5400594 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5401132.500000 Penalty: 5084.340820
	Iteration 2Q: 3 clusters Score -5401132 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5401592.000000 Penalty: 5084.340820
	Iteration 3Q: 3 clusters Score -5401592 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -5402119.000000 Penalty: 5084.340820
	Iteration 4Q: 3 clusters Score -5402119 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -5402715.500000 Penalty: 5084.340820
	Iteration 5Q: 3 clusters Score -5402716 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -5403382.500000 Penalty: 5084.340820
	Iteration 6Q: 3 clusters Score -5403382 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5404346.000000 Penalty: 5084.340820
	Iteration 7F: 3 clusters Score -5404346 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -5405554.000000 Penalty: 5084.340820
	Iteration 8F: 3 clusters Score -5405554 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -5406882.000000 Penalty: 5084.340820
	Iteration 9F: 3 clusters Score -5406882 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -5407953.000000 Penalty: 5084.340820
	Iteration 10Q: 3 clusters Score -5407953 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -5408602.000000 Penalty: 5084.340820
	Iteration 11Q: 3 clusters Score -5408602 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5408930.000000 Penalty: 5084.340820
	Iteration 12Q: 3 clusters Score -5408930 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -5409118.500000 Penalty: 5084.340820
	Iteration 13Q: 3 clusters Score -5409118 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5409266.500000 Penalty: 5084.340820
	Iteration 14Q: 3 clusters Score -5409266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5409411.000000 Penalty: 5084.340820
	Iteration 15Q: 3 clusters Score -5409411 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5409487.000000 Penalty: 5084.340820
	Iteration 16Q: 3 clusters Score -5409487 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5409604.500000 Penalty: 5084.340820
	Iteration 17Q: 3 clusters Score -5409604 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5409681.000000 Penalty: 5084.340820
	Iteration 18Q: 3 clusters Score -5409681 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -5409755.500000 Penalty: 5084.340820
	Iteration 19Q: 3 clusters Score -5409756 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5409816.000000 Penalty: 5084.340820
	Iteration 20F: 3 clusters Score -5409816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5409853.500000 Penalty: 5084.340820
	Iteration 21Q: 3 clusters Score -5409854 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5409918.500000 Penalty: 5084.340820
	Iteration 22Q: 3 clusters Score -5409918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5409950.000000 Penalty: 5084.340820
	Iteration 23Q: 3 clusters Score -5409950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5409986.000000 Penalty: 5084.340820
	Iteration 24Q: 3 clusters Score -5409986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5409992.000000 Penalty: 5084.340820
	Iteration 25Q: 3 clusters Score -5409992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5410044.000000 Penalty: 5084.340820
	Iteration 26Q: 3 clusters Score -5410044 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5410086.500000 Penalty: 5084.340820
	Iteration 27Q: 3 clusters Score -5410086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5410126.500000 Penalty: 5084.340820
	Iteration 28Q: 3 clusters Score -5410126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5410170.000000 Penalty: 5084.340820
	Iteration 29Q: 3 clusters Score -5410170 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5410204.000000 Penalty: 5084.340820
	Iteration 30Q: 3 clusters Score -5410204 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5410237.000000 Penalty: 5084.340820
	Iteration 31Q: 3 clusters Score -5410237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5410267.000000 Penalty: 5084.340820
	Iteration 32Q: 3 clusters Score -5410267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5410320.500000 Penalty: 5084.340820
	Iteration 33Q: 3 clusters Score -5410320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5410354.500000 Penalty: 5084.340820
	Iteration 34Q: 3 clusters Score -5410354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5410375.000000 Penalty: 5084.340820
	Iteration 35Q: 3 clusters Score -5410375 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -5410394.000000 Penalty: 5084.340820
	Iteration 36Q: 3 clusters Score -5410394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5410409.000000 Penalty: 5084.340820
	Iteration 37Q: 3 clusters Score -5410409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5410421.500000 Penalty: 5084.340820
	Iteration 38Q: 3 clusters Score -5410422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5410445.500000 Penalty: 5084.340820
	Iteration 39Q: 3 clusters Score -5410446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5410450.500000 Penalty: 5084.340820
	Iteration 40F: 3 clusters Score -5410450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5410478.000000 Penalty: 5084.340820
	Iteration 41Q: 3 clusters Score -5410478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5410492.000000 Penalty: 5084.340820
	Iteration 42Q: 3 clusters Score -5410492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5410498.500000 Penalty: 5084.340820
	Iteration 43Q: 3 clusters Score -5410498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5410509.500000 Penalty: 5084.340820
	Iteration 44Q: 3 clusters Score -5410510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5410517.500000 Penalty: 5084.340820
	Iteration 45Q: 3 clusters Score -5410518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5410531.500000 Penalty: 5084.340820
	Iteration 46Q: 3 clusters Score -5410532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5410533.500000 Penalty: 5084.340820
	Iteration 47Q: 3 clusters Score -5410534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5410542.500000 Penalty: 5084.340820
	Iteration 48Q: 3 clusters Score -5410542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5410541.000000 Penalty: 5084.340820
	Iteration 49Q: 3 clusters Score -5410541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5410536.000000 Penalty: 5084.340820
	Iteration 50Q: 3 clusters Score -5410536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5410544.000000 Penalty: 5084.340820
	Iteration 51Q: 3 clusters Score -5410544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5410548.000000 Penalty: 5084.340820
	Iteration 52Q: 3 clusters Score -5410548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5410557.000000 Penalty: 5084.340820
	Iteration 53Q: 3 clusters Score -5410557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5410562.000000 Penalty: 5084.340820
	Iteration 54Q: 3 clusters Score -5410562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5410565.500000 Penalty: 5084.340820
	Iteration 55Q: 3 clusters Score -5410566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5410573.500000 Penalty: 5084.340820
	Iteration 56Q: 3 clusters Score -5410574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5410575.500000 Penalty: 5084.340820
	Iteration 57Q: 3 clusters Score -5410576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5410575.500000 Penalty: 5084.340820
	Iteration 58Q: 3 clusters Score -5410576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5410579.500000 Penalty: 5084.340820
	Iteration 59Q: 3 clusters Score -5410580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5410577.000000 Penalty: 5084.340820
	Iteration 60F: 3 clusters Score -5410577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5410579.500000 Penalty: 5084.340820
	Iteration 61Q: 3 clusters Score -5410580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5410599.000000 Penalty: 5084.340820
	Iteration 62Q: 3 clusters Score -5410599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5410605.500000 Penalty: 5084.340820
	Iteration 63Q: 3 clusters Score -5410606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5410612.000000 Penalty: 5084.340820
	Iteration 64Q: 3 clusters Score -5410612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5410613.500000 Penalty: 5084.340820
	Iteration 65Q: 3 clusters Score -5410614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5410613.000000 Penalty: 5084.340820
	Iteration 66Q: 3 clusters Score -5410613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5410612.000000 Penalty: 5084.340820
	Iteration 67Q: 3 clusters Score -5410612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5410613.500000 Penalty: 5084.340820
	Iteration 68Q: 3 clusters Score -5410614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5410617.500000 Penalty: 5084.340820
	Iteration 69Q: 3 clusters Score -5410618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5410612.500000 Penalty: 5084.340820
	Iteration 70Q: 3 clusters Score -5410612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5410615.000000 Penalty: 5084.340820
	Iteration 71Q: 3 clusters Score -5410615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5410613.000000 Penalty: 5084.340820
	Iteration 72Q: 3 clusters Score -5410613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5410609.500000 Penalty: 5084.340820
	Iteration 73Q: 3 clusters Score -5410610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5410609.500000 Penalty: 5084.340820
	Iteration 74F: 3 clusters Score -5410610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -224669.937500 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -224669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222545.296875 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -222545.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -222898.718750 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -222898.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -223037.390625 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -223037.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -223097.750000 Penalty: 3534.937744
	Iteration 3Q: 3 clusters Score -223097.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -223133.734375 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -223133.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -223169.203125 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -223169.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -223194.703125 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -223194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -223223.593750 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -223223.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -223247.078125 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -223247.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -223265.890625 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -223265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -223279.703125 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -223279.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223291.609375 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -223291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223298.359375 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -223298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -223302.343750 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -223302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -223305.234375 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -223305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -223309.875000 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -223309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -223312.187500 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -223312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -223314.062500 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -223314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -223316.187500 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -223316.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -223316.187500 Penalty: 3534.937744
	Iteration 19F: 3 clusters Score -223316.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Entering Unmasked Estep 
Score: -5362684.000000 Penalty: 2546.737305
	Iteration 0F: 2 clusters Score -5362684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5343374.500000 Penalty: 5093.474609
	Iteration 0F: 3 clusters Score -5343374 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -5350349.500000 Penalty: 5093.474609
	Iteration 1F: 3 clusters Score -5350350 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -5350854.000000 Penalty: 5093.474609
	Iteration 2Q: 3 clusters Score -5350854 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5351363.500000 Penalty: 5093.474609
	Iteration 3Q: 3 clusters Score -5351364 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -5351951.500000 Penalty: 5093.474609
	Iteration 4Q: 3 clusters Score -5351952 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -5352787.500000 Penalty: 5093.474609
	Iteration 5F: 3 clusters Score -5352788 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -5353942.500000 Penalty: 5093.474609
	Iteration 6F: 3 clusters Score -5353942 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5355381.000000 Penalty: 5093.474609
	Iteration 7F: 3 clusters Score -5355381 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5357010.000000 Penalty: 5093.474609
	Iteration 8F: 3 clusters Score -5357010 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -5358257.500000 Penalty: 5093.474609
	Iteration 9F: 3 clusters Score -5358258 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5359102.500000 Penalty: 5093.474609
	Iteration 10Q: 3 clusters Score -5359102 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5359577.000000 Penalty: 5093.474609
	Iteration 11Q: 3 clusters Score -5359577 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5359890.500000 Penalty: 5093.474609
	Iteration 12Q: 3 clusters Score -5359890 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5360106.500000 Penalty: 5093.474609
	Iteration 13Q: 3 clusters Score -5360106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5360207.500000 Penalty: 5093.474609
	Iteration 14Q: 3 clusters Score -5360208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5360281.500000 Penalty: 5093.474609
	Iteration 15Q: 3 clusters Score -5360282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5360322.500000 Penalty: 5093.474609
	Iteration 16Q: 3 clusters Score -5360322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5360350.000000 Penalty: 5093.474609
	Iteration 17Q: 3 clusters Score -5360350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5360387.000000 Penalty: 5093.474609
	Iteration 18Q: 3 clusters Score -5360387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5360412.000000 Penalty: 5093.474609
	Iteration 19Q: 3 clusters Score -5360412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5360423.500000 Penalty: 5093.474609
	Iteration 20F: 3 clusters Score -5360424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5360425.000000 Penalty: 5093.474609
	Iteration 21Q: 3 clusters Score -5360425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5360426.500000 Penalty: 5093.474609
	Iteration 22Q: 3 clusters Score -5360426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5360432.500000 Penalty: 5093.474609
	Iteration 23Q: 3 clusters Score -5360432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5360439.500000 Penalty: 5093.474609
	Iteration 24Q: 3 clusters Score -5360440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5360440.000000 Penalty: 5093.474609
	Iteration 25Q: 3 clusters Score -5360440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5360439.000000 Penalty: 5093.474609
	Iteration 26Q: 3 clusters Score -5360439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5360439.000000 Penalty: 5093.474609
	Iteration 27F: 3 clusters Score -5360439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Entering Unmasked Estep 
Score: -4831341.000000 Penalty: 2520.290283
	Iteration 0F: 2 clusters Score -4831341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4813429.000000 Penalty: 5040.580566
	Iteration 0F: 3 clusters Score -4813429 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -4819554.000000 Penalty: 5040.580566
	Iteration 1F: 3 clusters Score -4819554 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4819953.000000 Penalty: 5040.580566
	Iteration 2Q: 3 clusters Score -4819953 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4820279.500000 Penalty: 5040.580566
	Iteration 3Q: 3 clusters Score -4820280 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -4820510.500000 Penalty: 5040.580566
	Iteration 4Q: 3 clusters Score -4820510 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4820720.500000 Penalty: 5040.580566
	Iteration 5Q: 3 clusters Score -4820720 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -4820931.000000 Penalty: 5040.580566
	Iteration 6Q: 3 clusters Score -4820931 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4821222.500000 Penalty: 5040.580566
	Iteration 7Q: 3 clusters Score -4821222 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4821537.500000 Penalty: 5040.580566
	Iteration 8Q: 3 clusters Score -4821538 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4821982.500000 Penalty: 5040.580566
	Iteration 9Q: 3 clusters Score -4821982 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4822573.000000 Penalty: 5040.580566
	Iteration 10Q: 3 clusters Score -4822573 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4823353.500000 Penalty: 5040.580566
	Iteration 11F: 3 clusters Score -4823354 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4824391.000000 Penalty: 5040.580566
	Iteration 12F: 3 clusters Score -4824391 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -4825620.500000 Penalty: 5040.580566
	Iteration 13F: 3 clusters Score -4825620 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4826839.000000 Penalty: 5040.580566
	Iteration 14F: 3 clusters Score -4826839 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4827775.000000 Penalty: 5040.580566
	Iteration 15Q: 3 clusters Score -4827775 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4828402.000000 Penalty: 5040.580566
	Iteration 16Q: 3 clusters Score -4828402 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4828711.000000 Penalty: 5040.580566
	Iteration 17Q: 3 clusters Score -4828711 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4828888.500000 Penalty: 5040.580566
	Iteration 18Q: 3 clusters Score -4828888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4829022.000000 Penalty: 5040.580566
	Iteration 19Q: 3 clusters Score -4829022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4829131.500000 Penalty: 5040.580566
	Iteration 20F: 3 clusters Score -4829132 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4829206.500000 Penalty: 5040.580566
	Iteration 21Q: 3 clusters Score -4829206 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4829268.000000 Penalty: 5040.580566
	Iteration 22Q: 3 clusters Score -4829268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4829314.500000 Penalty: 5040.580566
	Iteration 23Q: 3 clusters Score -4829314 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -4829346.500000 Penalty: 5040.580566
	Iteration 24Q: 3 clusters Score -4829346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4829385.500000 Penalty: 5040.580566
	Iteration 25Q: 3 clusters Score -4829386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4829412.500000 Penalty: 5040.580566
	Iteration 26Q: 3 clusters Score -4829412 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4829427.500000 Penalty: 5040.580566
	Iteration 27Q: 3 clusters Score -4829428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4829466.500000 Penalty: 5040.580566
	Iteration 28Q: 3 clusters Score -4829466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4829476.000000 Penalty: 5040.580566
	Iteration 29Q: 3 clusters Score -4829476 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4829496.500000 Penalty: 5040.580566
	Iteration 30Q: 3 clusters Score -4829496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4829509.000000 Penalty: 5040.580566
	Iteration 31Q: 3 clusters Score -4829509 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4829515.500000 Penalty: 5040.580566
	Iteration 32Q: 3 clusters Score -4829516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4829540.500000 Penalty: 5040.580566
	Iteration 33Q: 3 clusters Score -4829540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4829537.000000 Penalty: 5040.580566
	Iteration 34Q: 3 clusters Score -4829537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4829552.000000 Penalty: 5040.580566
	Iteration 35Q: 3 clusters Score -4829552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4829555.000000 Penalty: 5040.580566
	Iteration 36Q: 3 clusters Score -4829555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4829560.500000 Penalty: 5040.580566
	Iteration 37Q: 3 clusters Score -4829560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4829558.000000 Penalty: 5040.580566
	Iteration 38Q: 3 clusters Score -4829558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4829573.500000 Penalty: 5040.580566
	Iteration 39Q: 3 clusters Score -4829574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4829581.500000 Penalty: 5040.580566
	Iteration 40F: 3 clusters Score -4829582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4829593.500000 Penalty: 5040.580566
	Iteration 41Q: 3 clusters Score -4829594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4829590.000000 Penalty: 5040.580566
	Iteration 42Q: 3 clusters Score -4829590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4829600.500000 Penalty: 5040.580566
	Iteration 43Q: 3 clusters Score -4829600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4829602.000000 Penalty: 5040.580566
	Iteration 44Q: 3 clusters Score -4829602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4829593.500000 Penalty: 5040.580566
	Iteration 45Q: 3 clusters Score -4829594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4829593.500000 Penalty: 5040.580566
	Iteration 46Q: 3 clusters Score -4829594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4829606.000000 Penalty: 5040.580566
	Iteration 47Q: 3 clusters Score -4829606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4829606.500000 Penalty: 5040.580566
	Iteration 48Q: 3 clusters Score -4829606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4829604.500000 Penalty: 5040.580566
	Iteration 49Q: 3 clusters Score -4829604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4829606.000000 Penalty: 5040.580566
	Iteration 50Q: 3 clusters Score -4829606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4829606.000000 Penalty: 5040.580566
	Iteration 51Q: 3 clusters Score -4829606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4829611.000000 Penalty: 5040.580566
	Iteration 52Q: 3 clusters Score -4829611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4829609.500000 Penalty: 5040.580566
	Iteration 53Q: 3 clusters Score -4829610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4829605.000000 Penalty: 5040.580566
	Iteration 54Q: 3 clusters Score -4829605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4829607.500000 Penalty: 5040.580566
	Iteration 55Q: 3 clusters Score -4829608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4829608.500000 Penalty: 5040.580566
	Iteration 56Q: 3 clusters Score -4829608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4829611.000000 Penalty: 5040.580566
	Iteration 57Q: 3 clusters Score -4829611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4829612.000000 Penalty: 5040.580566
	Iteration 58Q: 3 clusters Score -4829612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4829615.000000 Penalty: 5040.580566
	Iteration 59Q: 3 clusters Score -4829615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4829619.500000 Penalty: 5040.580566
	Iteration 60F: 3 clusters Score -4829620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4829617.500000 Penalty: 5040.580566
	Iteration 61Q: 3 clusters Score -4829618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4829620.000000 Penalty: 5040.580566
	Iteration 62Q: 3 clusters Score -4829620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4829620.000000 Penalty: 5040.580566
	Iteration 63F: 3 clusters Score -4829620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Entering Unmasked Estep 
Score: -1775274.625000 Penalty: 2262.729980
	Iteration 0F: 2 clusters Score -1775275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1768153.875000 Penalty: 4525.459961
	Iteration 0F: 3 clusters Score -1768154 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1770084.875000 Penalty: 4525.459961
	Iteration 1F: 3 clusters Score -1770085 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1770354.750000 Penalty: 4525.459961
	Iteration 2F: 3 clusters Score -1770355 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1770534.375000 Penalty: 4525.459961
	Iteration 3Q: 3 clusters Score -1770534 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1770655.250000 Penalty: 4525.459961
	Iteration 4Q: 3 clusters Score -1770655 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1770740.750000 Penalty: 4525.459961
	Iteration 5Q: 3 clusters Score -1770741 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1770821.875000 Penalty: 4525.459961
	Iteration 6Q: 3 clusters Score -1770822 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1770895.250000 Penalty: 4525.459961
	Iteration 7Q: 3 clusters Score -1770895 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1770958.875000 Penalty: 4525.459961
	Iteration 8Q: 3 clusters Score -1770959 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1771027.500000 Penalty: 4525.459961
	Iteration 9Q: 3 clusters Score -1771028 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1771094.500000 Penalty: 4525.459961
	Iteration 10Q: 3 clusters Score -1771094 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1771178.625000 Penalty: 4525.459961
	Iteration 11Q: 3 clusters Score -1771179 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1771280.125000 Penalty: 4525.459961
	Iteration 12Q: 3 clusters Score -1771280 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1771386.875000 Penalty: 4525.459961
	Iteration 13Q: 3 clusters Score -1771387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1771509.000000 Penalty: 4525.459961
	Iteration 14Q: 3 clusters Score -1771509 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1771651.750000 Penalty: 4525.459961
	Iteration 15Q: 3 clusters Score -1771652 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1771829.625000 Penalty: 4525.459961
	Iteration 16Q: 3 clusters Score -1771830 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1772019.625000 Penalty: 4525.459961
	Iteration 17Q: 3 clusters Score -1772020 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1772209.000000 Penalty: 4525.459961
	Iteration 18Q: 3 clusters Score -1772209 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1772397.250000 Penalty: 4525.459961
	Iteration 19Q: 3 clusters Score -1772397 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1772579.500000 Penalty: 4525.459961
	Iteration 20F: 3 clusters Score -1772580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1772732.875000 Penalty: 4525.459961
	Iteration 21Q: 3 clusters Score -1772733 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1772841.375000 Penalty: 4525.459961
	Iteration 22Q: 3 clusters Score -1772841 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1772935.500000 Penalty: 4525.459961
	Iteration 23Q: 3 clusters Score -1772936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1772994.500000 Penalty: 4525.459961
	Iteration 24Q: 3 clusters Score -1772994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1773048.875000 Penalty: 4525.459961
	Iteration 25Q: 3 clusters Score -1773049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1773085.625000 Penalty: 4525.459961
	Iteration 26Q: 3 clusters Score -1773086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1773116.750000 Penalty: 4525.459961
	Iteration 27Q: 3 clusters Score -1773117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1773143.625000 Penalty: 4525.459961
	Iteration 28Q: 3 clusters Score -1773144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1773158.500000 Penalty: 4525.459961
	Iteration 29Q: 3 clusters Score -1773158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1773178.750000 Penalty: 4525.459961
	Iteration 30Q: 3 clusters Score -1773179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1773191.125000 Penalty: 4525.459961
	Iteration 31Q: 3 clusters Score -1773191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1773204.625000 Penalty: 4525.459961
	Iteration 32Q: 3 clusters Score -1773205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1773212.500000 Penalty: 4525.459961
	Iteration 33Q: 3 clusters Score -1773212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1773218.000000 Penalty: 4525.459961
	Iteration 34Q: 3 clusters Score -1773218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1773221.500000 Penalty: 4525.459961
	Iteration 35Q: 3 clusters Score -1773222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1773227.875000 Penalty: 4525.459961
	Iteration 36Q: 3 clusters Score -1773228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1773228.125000 Penalty: 4525.459961
	Iteration 37Q: 3 clusters Score -1773228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1773233.625000 Penalty: 4525.459961
	Iteration 38Q: 3 clusters Score -1773234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1773235.625000 Penalty: 4525.459961
	Iteration 39Q: 3 clusters Score -1773236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1773240.125000 Penalty: 4525.459961
	Iteration 40F: 3 clusters Score -1773240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1773246.500000 Penalty: 4525.459961
	Iteration 41Q: 3 clusters Score -1773246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1773248.375000 Penalty: 4525.459961
	Iteration 42Q: 3 clusters Score -1773248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1773252.000000 Penalty: 4525.459961
	Iteration 43Q: 3 clusters Score -1773252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1773253.125000 Penalty: 4525.459961
	Iteration 44Q: 3 clusters Score -1773253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1773256.875000 Penalty: 4525.459961
	Iteration 45Q: 3 clusters Score -1773257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1773260.750000 Penalty: 4525.459961
	Iteration 46Q: 3 clusters Score -1773261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1773262.375000 Penalty: 4525.459961
	Iteration 47Q: 3 clusters Score -1773262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1773262.500000 Penalty: 4525.459961
	Iteration 48Q: 3 clusters Score -1773262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1773261.625000 Penalty: 4525.459961
	Iteration 49Q: 3 clusters Score -1773262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1773263.375000 Penalty: 4525.459961
	Iteration 50Q: 3 clusters Score -1773263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1773264.000000 Penalty: 4525.459961
	Iteration 51Q: 3 clusters Score -1773264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1773264.000000 Penalty: 4525.459961
	Iteration 52F: 3 clusters Score -1773264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -118093.226562 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -118093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116433.234375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -116433.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -116670.742188 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -116670.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116749.507812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -116749.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116798.437500 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -116798.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116830.570312 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -116830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116869.023438 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -116869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -116890.328125 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -116890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116900.195312 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -116900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -116912.023438 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -116912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116916.593750 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -116916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116918.929688 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -116918.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116918.929688 Penalty: 3261.237549
	Iteration 11F: 3 clusters Score -116918.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Entering Unmasked Estep 
Score: -5150887.500000 Penalty: 2528.100586
	Iteration 0F: 2 clusters Score -5150888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -5133061.500000 Penalty: 5056.201172
	Iteration 0F: 3 clusters Score -5133062 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5139439.500000 Penalty: 5056.201172
	Iteration 1F: 3 clusters Score -5139440 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -5139801.000000 Penalty: 5056.201172
	Iteration 2Q: 3 clusters Score -5139801 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -5140139.000000 Penalty: 5056.201172
	Iteration 3Q: 3 clusters Score -5140139 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -5140415.000000 Penalty: 5056.201172
	Iteration 4Q: 3 clusters Score -5140415 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -5140665.000000 Penalty: 5056.201172
	Iteration 5Q: 3 clusters Score -5140665 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -5141014.500000 Penalty: 5056.201172
	Iteration 6Q: 3 clusters Score -5141014 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5141408.000000 Penalty: 5056.201172
	Iteration 7Q: 3 clusters Score -5141408 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -5142039.000000 Penalty: 5056.201172
	Iteration 8Q: 3 clusters Score -5142039 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5142890.000000 Penalty: 5056.201172
	Iteration 9F: 3 clusters Score -5142890 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -5144017.000000 Penalty: 5056.201172
	Iteration 10F: 3 clusters Score -5144017 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5145275.500000 Penalty: 5056.201172
	Iteration 11F: 3 clusters Score -5145276 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5146495.000000 Penalty: 5056.201172
	Iteration 12F: 3 clusters Score -5146495 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5147373.500000 Penalty: 5056.201172
	Iteration 13Q: 3 clusters Score -5147374 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5147853.000000 Penalty: 5056.201172
	Iteration 14Q: 3 clusters Score -5147853 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5148177.500000 Penalty: 5056.201172
	Iteration 15Q: 3 clusters Score -5148178 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5148337.000000 Penalty: 5056.201172
	Iteration 16Q: 3 clusters Score -5148337 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5148434.000000 Penalty: 5056.201172
	Iteration 17Q: 3 clusters Score -5148434 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5148525.500000 Penalty: 5056.201172
	Iteration 18Q: 3 clusters Score -5148526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5148582.500000 Penalty: 5056.201172
	Iteration 19Q: 3 clusters Score -5148582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5148640.500000 Penalty: 5056.201172
	Iteration 20F: 3 clusters Score -5148640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5148669.500000 Penalty: 5056.201172
	Iteration 21Q: 3 clusters Score -5148670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5148676.500000 Penalty: 5056.201172
	Iteration 22Q: 3 clusters Score -5148676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5148701.500000 Penalty: 5056.201172
	Iteration 23Q: 3 clusters Score -5148702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5148715.500000 Penalty: 5056.201172
	Iteration 24Q: 3 clusters Score -5148716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5148719.500000 Penalty: 5056.201172
	Iteration 25Q: 3 clusters Score -5148720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5148727.500000 Penalty: 5056.201172
	Iteration 26Q: 3 clusters Score -5148728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5148724.500000 Penalty: 5056.201172
	Iteration 27Q: 3 clusters Score -5148724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5148725.000000 Penalty: 5056.201172
	Iteration 28Q: 3 clusters Score -5148725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5148729.000000 Penalty: 5056.201172
	Iteration 29Q: 3 clusters Score -5148729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5148734.000000 Penalty: 5056.201172
	Iteration 30Q: 3 clusters Score -5148734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5148740.000000 Penalty: 5056.201172
	Iteration 31Q: 3 clusters Score -5148740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5148741.000000 Penalty: 5056.201172
	Iteration 32Q: 3 clusters Score -5148741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5148750.500000 Penalty: 5056.201172
	Iteration 33Q: 3 clusters Score -5148750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5148752.500000 Penalty: 5056.201172
	Iteration 34Q: 3 clusters Score -5148752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5148747.000000 Penalty: 5056.201172
	Iteration 35Q: 3 clusters Score -5148747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5148747.000000 Penalty: 5056.201172
	Iteration 36Q: 3 clusters Score -5148747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5148756.000000 Penalty: 5056.201172
	Iteration 37Q: 3 clusters Score -5148756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5148756.500000 Penalty: 5056.201172
	Iteration 38Q: 3 clusters Score -5148756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5148754.500000 Penalty: 5056.201172
	Iteration 39Q: 3 clusters Score -5148754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5148754.000000 Penalty: 5056.201172
	Iteration 40F: 3 clusters Score -5148754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5148756.000000 Penalty: 5056.201172
	Iteration 41Q: 3 clusters Score -5148756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5148766.500000 Penalty: 5056.201172
	Iteration 42Q: 3 clusters Score -5148766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5148772.500000 Penalty: 5056.201172
	Iteration 43Q: 3 clusters Score -5148772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5148767.500000 Penalty: 5056.201172
	Iteration 44Q: 3 clusters Score -5148768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5148767.500000 Penalty: 5056.201172
	Iteration 45F: 3 clusters Score -5148768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Entering Unmasked Estep 
Score: -1937928.500000 Penalty: 2284.981445
	Iteration 0F: 2 clusters Score -1937928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1930276.500000 Penalty: 4569.962891
	Iteration 0F: 3 clusters Score -1930276 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1932493.750000 Penalty: 4569.962891
	Iteration 1F: 3 clusters Score -1932494 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1932806.125000 Penalty: 4569.962891
	Iteration 2F: 3 clusters Score -1932806 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1933031.125000 Penalty: 4569.962891
	Iteration 3F: 3 clusters Score -1933031 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1933201.875000 Penalty: 4569.962891
	Iteration 4Q: 3 clusters Score -1933202 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1933348.875000 Penalty: 4569.962891
	Iteration 5Q: 3 clusters Score -1933349 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1933515.250000 Penalty: 4569.962891
	Iteration 6Q: 3 clusters Score -1933515 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1933676.750000 Penalty: 4569.962891
	Iteration 7Q: 3 clusters Score -1933677 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1933864.875000 Penalty: 4569.962891
	Iteration 8Q: 3 clusters Score -1933865 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1934096.250000 Penalty: 4569.962891
	Iteration 9Q: 3 clusters Score -1934096 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1934373.500000 Penalty: 4569.962891
	Iteration 10Q: 3 clusters Score -1934374 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1934723.750000 Penalty: 4569.962891
	Iteration 11Q: 3 clusters Score -1934724 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1935135.125000 Penalty: 4569.962891
	Iteration 12Q: 3 clusters Score -1935135 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1935511.750000 Penalty: 4569.962891
	Iteration 13Q: 3 clusters Score -1935512 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1935745.750000 Penalty: 4569.962891
	Iteration 14Q: 3 clusters Score -1935746 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1935869.250000 Penalty: 4569.962891
	Iteration 15Q: 3 clusters Score -1935869 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1935926.500000 Penalty: 4569.962891
	Iteration 16Q: 3 clusters Score -1935926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1935964.750000 Penalty: 4569.962891
	Iteration 17Q: 3 clusters Score -1935965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1935990.500000 Penalty: 4569.962891
	Iteration 18Q: 3 clusters Score -1935990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1935999.250000 Penalty: 4569.962891
	Iteration 19Q: 3 clusters Score -1935999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1936011.875000 Penalty: 4569.962891
	Iteration 20F: 3 clusters Score -1936012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1936032.000000 Penalty: 4569.962891
	Iteration 21Q: 3 clusters Score -1936032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1936044.625000 Penalty: 4569.962891
	Iteration 22Q: 3 clusters Score -1936045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1936050.125000 Penalty: 4569.962891
	Iteration 23Q: 3 clusters Score -1936050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1936053.625000 Penalty: 4569.962891
	Iteration 24Q: 3 clusters Score -1936054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1936061.500000 Penalty: 4569.962891
	Iteration 25Q: 3 clusters Score -1936062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1936064.000000 Penalty: 4569.962891
	Iteration 26Q: 3 clusters Score -1936064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1936063.500000 Penalty: 4569.962891
	Iteration 27Q: 3 clusters Score -1936064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1936066.125000 Penalty: 4569.962891
	Iteration 28Q: 3 clusters Score -1936066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1936067.250000 Penalty: 4569.962891
	Iteration 29Q: 3 clusters Score -1936067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1936068.750000 Penalty: 4569.962891
	Iteration 30Q: 3 clusters Score -1936069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1936065.500000 Penalty: 4569.962891
	Iteration 31Q: 3 clusters Score -1936066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1936068.250000 Penalty: 4569.962891
	Iteration 32Q: 3 clusters Score -1936068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1936069.625000 Penalty: 4569.962891
	Iteration 33Q: 3 clusters Score -1936070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1936072.500000 Penalty: 4569.962891
	Iteration 34Q: 3 clusters Score -1936072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1936069.750000 Penalty: 4569.962891
	Iteration 35Q: 3 clusters Score -1936070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1936070.625000 Penalty: 4569.962891
	Iteration 36Q: 3 clusters Score -1936071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1936072.000000 Penalty: 4569.962891
	Iteration 37Q: 3 clusters Score -1936072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1936072.750000 Penalty: 4569.962891
	Iteration 38Q: 3 clusters Score -1936073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1936073.750000 Penalty: 4569.962891
	Iteration 39Q: 3 clusters Score -1936074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1936075.000000 Penalty: 4569.962891
	Iteration 40F: 3 clusters Score -1936075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1936075.000000 Penalty: 4569.962891
	Iteration 41Q: 3 clusters Score -1936075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1936073.500000 Penalty: 4569.962891
	Iteration 42Q: 3 clusters Score -1936074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1936075.250000 Penalty: 4569.962891
	Iteration 43Q: 3 clusters Score -1936075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1936072.375000 Penalty: 4569.962891
	Iteration 44Q: 3 clusters Score -1936072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1936071.375000 Penalty: 4569.962891
	Iteration 45Q: 3 clusters Score -1936071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1936072.500000 Penalty: 4569.962891
	Iteration 46Q: 3 clusters Score -1936072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1936076.125000 Penalty: 4569.962891
	Iteration 47Q: 3 clusters Score -1936076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1936076.625000 Penalty: 4569.962891
	Iteration 48Q: 3 clusters Score -1936077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1936077.625000 Penalty: 4569.962891
	Iteration 49Q: 3 clusters Score -1936078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1936077.625000 Penalty: 4569.962891
	Iteration 50F: 3 clusters Score -1936078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119985.312500 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119985.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120173.250000 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120173.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120259.781250 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120259.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120306.875000 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120320.609375 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120320.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120333.898438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120345.351562 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120358.085938 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120365.882812 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120365.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120365.882812 Penalty: 3234.228271
	Iteration 9F: 3 clusters Score -120365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Entering Unmasked Estep 
Score: -2967558.250000 Penalty: 2383.592773
	Iteration 0F: 2 clusters Score -2967558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2956720.500000 Penalty: 4767.185547
	Iteration 0F: 3 clusters Score -2956720 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2960136.000000 Penalty: 4767.185547
	Iteration 1F: 3 clusters Score -2960136 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2960477.750000 Penalty: 4767.185547
	Iteration 2F: 3 clusters Score -2960478 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2960766.000000 Penalty: 4767.185547
	Iteration 3Q: 3 clusters Score -2960766 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2961089.250000 Penalty: 4767.185547
	Iteration 4Q: 3 clusters Score -2961089 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2961449.000000 Penalty: 4767.185547
	Iteration 5Q: 3 clusters Score -2961449 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -2961890.250000 Penalty: 4767.185547
	Iteration 6Q: 3 clusters Score -2961890 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2962475.750000 Penalty: 4767.185547
	Iteration 7F: 3 clusters Score -2962476 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2963182.500000 Penalty: 4767.185547
	Iteration 8F: 3 clusters Score -2963182 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2963890.750000 Penalty: 4767.185547
	Iteration 9F: 3 clusters Score -2963891 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2964478.000000 Penalty: 4767.185547
	Iteration 10Q: 3 clusters Score -2964478 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2964889.250000 Penalty: 4767.185547
	Iteration 11Q: 3 clusters Score -2964889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2965143.500000 Penalty: 4767.185547
	Iteration 12Q: 3 clusters Score -2965144 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2965275.250000 Penalty: 4767.185547
	Iteration 13Q: 3 clusters Score -2965275 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2965346.750000 Penalty: 4767.185547
	Iteration 14Q: 3 clusters Score -2965347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2965378.000000 Penalty: 4767.185547
	Iteration 15Q: 3 clusters Score -2965378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2965413.750000 Penalty: 4767.185547
	Iteration 16Q: 3 clusters Score -2965414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2965448.750000 Penalty: 4767.185547
	Iteration 17Q: 3 clusters Score -2965449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2965457.750000 Penalty: 4767.185547
	Iteration 18Q: 3 clusters Score -2965458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2965474.000000 Penalty: 4767.185547
	Iteration 19Q: 3 clusters Score -2965474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2965502.000000 Penalty: 4767.185547
	Iteration 20F: 3 clusters Score -2965502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2965512.500000 Penalty: 4767.185547
	Iteration 21Q: 3 clusters Score -2965512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2965527.500000 Penalty: 4767.185547
	Iteration 22Q: 3 clusters Score -2965528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2965529.250000 Penalty: 4767.185547
	Iteration 23Q: 3 clusters Score -2965529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2965529.750000 Penalty: 4767.185547
	Iteration 24Q: 3 clusters Score -2965530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2965532.250000 Penalty: 4767.185547
	Iteration 25Q: 3 clusters Score -2965532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2965537.750000 Penalty: 4767.185547
	Iteration 26Q: 3 clusters Score -2965538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2965537.750000 Penalty: 4767.185547
	Iteration 27Q: 3 clusters Score -2965538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2965536.750000 Penalty: 4767.185547
	Iteration 28Q: 3 clusters Score -2965537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2965536.750000 Penalty: 4767.185547
	Iteration 29F: 3 clusters Score -2965537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Entering Unmasked Estep 
Score: -3755867.750000 Penalty: 2432.430420
	Iteration 0F: 2 clusters Score -3755868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3744237.250000 Penalty: 4864.860840
	Iteration 0F: 3 clusters Score -3744237 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -3748424.750000 Penalty: 4864.860840
	Iteration 1F: 3 clusters Score -3748425 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3748758.250000 Penalty: 4864.860840
	Iteration 2F: 3 clusters Score -3748758 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -3749011.750000 Penalty: 4864.860840
	Iteration 3Q: 3 clusters Score -3749012 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -3749276.500000 Penalty: 4864.860840
	Iteration 4Q: 3 clusters Score -3749276 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3749494.500000 Penalty: 4864.860840
	Iteration 5Q: 3 clusters Score -3749494 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3749718.000000 Penalty: 4864.860840
	Iteration 6Q: 3 clusters Score -3749718 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3749866.750000 Penalty: 4864.860840
	Iteration 7Q: 3 clusters Score -3749867 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3750167.750000 Penalty: 4864.860840
	Iteration 8F: 3 clusters Score -3750168 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3750389.250000 Penalty: 4864.860840
	Iteration 9Q: 3 clusters Score -3750389 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3750707.500000 Penalty: 4864.860840
	Iteration 10Q: 3 clusters Score -3750708 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3751247.250000 Penalty: 4864.860840
	Iteration 11Q: 3 clusters Score -3751247 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -3751877.750000 Penalty: 4864.860840
	Iteration 12Q: 3 clusters Score -3751878 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -3752398.750000 Penalty: 4864.860840
	Iteration 13Q: 3 clusters Score -3752399 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -3752805.250000 Penalty: 4864.860840
	Iteration 14Q: 3 clusters Score -3752805 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3753072.750000 Penalty: 4864.860840
	Iteration 15Q: 3 clusters Score -3753073 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3753327.250000 Penalty: 4864.860840
	Iteration 16Q: 3 clusters Score -3753327 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3753495.750000 Penalty: 4864.860840
	Iteration 17Q: 3 clusters Score -3753496 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3753494.250000 Penalty: 4864.860840
	Iteration 18Q: 3 clusters Score -3753494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3753563.750000 Penalty: 4864.860840
	Iteration 19Q: 3 clusters Score -3753564 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3753625.750000 Penalty: 4864.860840
	Iteration 20F: 3 clusters Score -3753626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3753729.000000 Penalty: 4864.860840
	Iteration 21Q: 3 clusters Score -3753729 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3753781.750000 Penalty: 4864.860840
	Iteration 22Q: 3 clusters Score -3753782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3753753.750000 Penalty: 4864.860840
	Iteration 23Q: 3 clusters Score -3753754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3753740.750000 Penalty: 4864.860840
	Iteration 24Q: 3 clusters Score -3753741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3753764.250000 Penalty: 4864.860840
	Iteration 25Q: 3 clusters Score -3753764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3753749.250000 Penalty: 4864.860840
	Iteration 26Q: 3 clusters Score -3753749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3753759.750000 Penalty: 4864.860840
	Iteration 27Q: 3 clusters Score -3753760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3753747.000000 Penalty: 4864.860840
	Iteration 28Q: 3 clusters Score -3753747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3753729.000000 Penalty: 4864.860840
	Iteration 29Q: 3 clusters Score -3753729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3753758.750000 Penalty: 4864.860840
	Iteration 30Q: 3 clusters Score -3753759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3753767.000000 Penalty: 4864.860840
	Iteration 31Q: 3 clusters Score -3753767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -3753773.500000 Penalty: 4864.860840
	Iteration 32Q: 3 clusters Score -3753774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3753742.750000 Penalty: 4864.860840
	Iteration 33Q: 3 clusters Score -3753743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3753762.750000 Penalty: 4864.860840
	Iteration 34Q: 3 clusters Score -3753763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3753747.000000 Penalty: 4864.860840
	Iteration 35Q: 3 clusters Score -3753747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3753747.000000 Penalty: 4864.860840
	Iteration 36F: 3 clusters Score -3753747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Entering Unmasked Estep 
Score: -4520480.000000 Penalty: 2479.374756
	Iteration 0F: 2 clusters Score -4520480 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 11006 members 
Entering Unmasked Estep 
Score: -4507105.000000 Penalty: 4958.749512
	Iteration 0F: 3 clusters Score -4507105 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4512220.000000 Penalty: 4958.749512
	Iteration 1F: 3 clusters Score -4512220 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -4512578.500000 Penalty: 4958.749512
	Iteration 2F: 3 clusters Score -4512578 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4512866.500000 Penalty: 4958.749512
	Iteration 3Q: 3 clusters Score -4512866 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4513102.500000 Penalty: 4958.749512
	Iteration 4Q: 3 clusters Score -4513102 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4513300.500000 Penalty: 4958.749512
	Iteration 5Q: 3 clusters Score -4513300 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4513487.000000 Penalty: 4958.749512
	Iteration 6Q: 3 clusters Score -4513487 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -4513626.500000 Penalty: 4958.749512
	Iteration 7Q: 3 clusters Score -4513626 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -4513693.500000 Penalty: 4958.749512
	Iteration 8Q: 3 clusters Score -4513694 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4513821.500000 Penalty: 4958.749512
	Iteration 9Q: 3 clusters Score -4513822 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -4513963.000000 Penalty: 4958.749512
	Iteration 10Q: 3 clusters Score -4513963 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4514086.500000 Penalty: 4958.749512
	Iteration 11Q: 3 clusters Score -4514086 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4514255.000000 Penalty: 4958.749512
	Iteration 12Q: 3 clusters Score -4514255 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -4514521.500000 Penalty: 4958.749512
	Iteration 13Q: 3 clusters Score -4514522 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4514864.500000 Penalty: 4958.749512
	Iteration 14Q: 3 clusters Score -4514864 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4515302.500000 Penalty: 4958.749512
	Iteration 15Q: 3 clusters Score -4515302 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4515809.500000 Penalty: 4958.749512
	Iteration 16Q: 3 clusters Score -4515810 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4516328.000000 Penalty: 4958.749512
	Iteration 17Q: 3 clusters Score -4516328 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4516825.500000 Penalty: 4958.749512
	Iteration 18Q: 3 clusters Score -4516826 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4517227.000000 Penalty: 4958.749512
	Iteration 19Q: 3 clusters Score -4517227 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4517484.000000 Penalty: 4958.749512
	Iteration 20F: 3 clusters Score -4517484 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -4517656.500000 Penalty: 4958.749512
	Iteration 21Q: 3 clusters Score -4517656 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -4517752.500000 Penalty: 4958.749512
	Iteration 22Q: 3 clusters Score -4517752 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -4517843.000000 Penalty: 4958.749512
	Iteration 23Q: 3 clusters Score -4517843 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -4517956.500000 Penalty: 4958.749512
	Iteration 24Q: 3 clusters Score -4517956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -4518029.500000 Penalty: 4958.749512
	Iteration 25Q: 3 clusters Score -4518030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -4518085.000000 Penalty: 4958.749512
	Iteration 26Q: 3 clusters Score -4518085 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -4518135.500000 Penalty: 4958.749512
	Iteration 27Q: 3 clusters Score -4518136 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4518170.500000 Penalty: 4958.749512
	Iteration 28Q: 3 clusters Score -4518170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4518210.000000 Penalty: 4958.749512
	Iteration 29Q: 3 clusters Score -4518210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4518238.500000 Penalty: 4958.749512
	Iteration 30Q: 3 clusters Score -4518238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4518255.000000 Penalty: 4958.749512
	Iteration 31Q: 3 clusters Score -4518255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4518263.500000 Penalty: 4958.749512
	Iteration 32Q: 3 clusters Score -4518264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4518273.000000 Penalty: 4958.749512
	Iteration 33Q: 3 clusters Score -4518273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4518273.000000 Penalty: 4958.749512
	Iteration 34Q: 3 clusters Score -4518273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4518290.000000 Penalty: 4958.749512
	Iteration 35Q: 3 clusters Score -4518290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -4518296.500000 Penalty: 4958.749512
	Iteration 36Q: 3 clusters Score -4518296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4518294.500000 Penalty: 4958.749512
	Iteration 37Q: 3 clusters Score -4518294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4518310.000000 Penalty: 4958.749512
	Iteration 38Q: 3 clusters Score -4518310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4518311.500000 Penalty: 4958.749512
	Iteration 39Q: 3 clusters Score -4518312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4518317.500000 Penalty: 4958.749512
	Iteration 40F: 3 clusters Score -4518318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4518314.500000 Penalty: 4958.749512
	Iteration 41Q: 3 clusters Score -4518314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4518319.000000 Penalty: 4958.749512
	Iteration 42Q: 3 clusters Score -4518319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -4518323.500000 Penalty: 4958.749512
	Iteration 43Q: 3 clusters Score -4518324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4518327.500000 Penalty: 4958.749512
	Iteration 44Q: 3 clusters Score -4518328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4518324.500000 Penalty: 4958.749512
	Iteration 45Q: 3 clusters Score -4518324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4518330.000000 Penalty: 4958.749512
	Iteration 46Q: 3 clusters Score -4518330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4518341.500000 Penalty: 4958.749512
	Iteration 47Q: 3 clusters Score -4518342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4518329.000000 Penalty: 4958.749512
	Iteration 48Q: 3 clusters Score -4518329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -4518338.000000 Penalty: 4958.749512
	Iteration 49Q: 3 clusters Score -4518338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -4518343.500000 Penalty: 4958.749512
	Iteration 50Q: 3 clusters Score -4518344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4518347.500000 Penalty: 4958.749512
	Iteration 51Q: 3 clusters Score -4518348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4518358.500000 Penalty: 4958.749512
	Iteration 52Q: 3 clusters Score -4518358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4518352.500000 Penalty: 4958.749512
	Iteration 53Q: 3 clusters Score -4518352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4518362.000000 Penalty: 4958.749512
	Iteration 54Q: 3 clusters Score -4518362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4518364.000000 Penalty: 4958.749512
	Iteration 55Q: 3 clusters Score -4518364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4518364.000000 Penalty: 4958.749512
	Iteration 56Q: 3 clusters Score -4518364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -4518365.500000 Penalty: 4958.749512
	Iteration 57Q: 3 clusters Score -4518366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4518367.500000 Penalty: 4958.749512
	Iteration 58Q: 3 clusters Score -4518368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4518371.000000 Penalty: 4958.749512
	Iteration 59Q: 3 clusters Score -4518371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4518380.000000 Penalty: 4958.749512
	Iteration 60F: 3 clusters Score -4518380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4518376.500000 Penalty: 4958.749512
	Iteration 61Q: 3 clusters Score -4518376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4518374.000000 Penalty: 4958.749512
	Iteration 62Q: 3 clusters Score -4518374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4518380.000000 Penalty: 4958.749512
	Iteration 63Q: 3 clusters Score -4518380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4518376.000000 Penalty: 4958.749512
	Iteration 64Q: 3 clusters Score -4518376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4518380.000000 Penalty: 4958.749512
	Iteration 65Q: 3 clusters Score -4518380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4518380.000000 Penalty: 4958.749512
	Iteration 66F: 3 clusters Score -4518380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Entering Unmasked Estep 
Score: -4267004.500000 Penalty: 2480.849121
	Iteration 0F: 2 clusters Score -4267004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -4251687.000000 Penalty: 4961.698242
	Iteration 0F: 3 clusters Score -4251687 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -4256727.000000 Penalty: 4961.698242
	Iteration 1F: 3 clusters Score -4256727 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -4257085.500000 Penalty: 4961.698242
	Iteration 2F: 3 clusters Score -4257086 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4257386.500000 Penalty: 4961.698242
	Iteration 3Q: 3 clusters Score -4257386 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4257628.000000 Penalty: 4961.698242
	Iteration 4Q: 3 clusters Score -4257628 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -4257844.500000 Penalty: 4961.698242
	Iteration 5Q: 3 clusters Score -4257844 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4258089.500000 Penalty: 4961.698242
	Iteration 6Q: 3 clusters Score -4258090 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -4258351.500000 Penalty: 4961.698242
	Iteration 7Q: 3 clusters Score -4258352 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -4258698.500000 Penalty: 4961.698242
	Iteration 8Q: 3 clusters Score -4258698 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -4259146.500000 Penalty: 4961.698242
	Iteration 9Q: 3 clusters Score -4259146 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4259792.500000 Penalty: 4961.698242
	Iteration 10Q: 3 clusters Score -4259792 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4260606.500000 Penalty: 4961.698242
	Iteration 11F: 3 clusters Score -4260606 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4261667.000000 Penalty: 4961.698242
	Iteration 12F: 3 clusters Score -4261667 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4262612.000000 Penalty: 4961.698242
	Iteration 13F: 3 clusters Score -4262612 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4263363.000000 Penalty: 4961.698242
	Iteration 14Q: 3 clusters Score -4263363 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4263845.000000 Penalty: 4961.698242
	Iteration 15Q: 3 clusters Score -4263845 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4264154.500000 Penalty: 4961.698242
	Iteration 16Q: 3 clusters Score -4264154 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4264382.000000 Penalty: 4961.698242
	Iteration 17Q: 3 clusters Score -4264382 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4264549.500000 Penalty: 4961.698242
	Iteration 18Q: 3 clusters Score -4264550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4264641.500000 Penalty: 4961.698242
	Iteration 19Q: 3 clusters Score -4264642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4264690.000000 Penalty: 4961.698242
	Iteration 20F: 3 clusters Score -4264690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4264719.500000 Penalty: 4961.698242
	Iteration 21Q: 3 clusters Score -4264720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4264742.000000 Penalty: 4961.698242
	Iteration 22Q: 3 clusters Score -4264742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4264752.000000 Penalty: 4961.698242
	Iteration 23Q: 3 clusters Score -4264752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4264756.500000 Penalty: 4961.698242
	Iteration 24Q: 3 clusters Score -4264756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4264755.000000 Penalty: 4961.698242
	Iteration 25Q: 3 clusters Score -4264755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4264774.000000 Penalty: 4961.698242
	Iteration 26Q: 3 clusters Score -4264774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4264777.500000 Penalty: 4961.698242
	Iteration 27Q: 3 clusters Score -4264778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4264789.500000 Penalty: 4961.698242
	Iteration 28Q: 3 clusters Score -4264790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4264800.000000 Penalty: 4961.698242
	Iteration 29Q: 3 clusters Score -4264800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4264815.000000 Penalty: 4961.698242
	Iteration 30Q: 3 clusters Score -4264815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4264821.000000 Penalty: 4961.698242
	Iteration 31Q: 3 clusters Score -4264821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4264822.500000 Penalty: 4961.698242
	Iteration 32Q: 3 clusters Score -4264822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4264830.000000 Penalty: 4961.698242
	Iteration 33Q: 3 clusters Score -4264830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4264834.000000 Penalty: 4961.698242
	Iteration 34Q: 3 clusters Score -4264834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4264835.000000 Penalty: 4961.698242
	Iteration 35Q: 3 clusters Score -4264835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4264836.000000 Penalty: 4961.698242
	Iteration 36Q: 3 clusters Score -4264836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4264838.500000 Penalty: 4961.698242
	Iteration 37Q: 3 clusters Score -4264838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4264839.000000 Penalty: 4961.698242
	Iteration 38Q: 3 clusters Score -4264839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4264842.500000 Penalty: 4961.698242
	Iteration 39Q: 3 clusters Score -4264842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4264842.500000 Penalty: 4961.698242
	Iteration 40F: 3 clusters Score -4264842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -3181790.000000 Penalty: 2422.722168
	Iteration 0F: 2 clusters Score -3181790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3169292.500000 Penalty: 4845.444336
	Iteration 0F: 3 clusters Score -3169292 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3173225.750000 Penalty: 4845.444336
	Iteration 1F: 3 clusters Score -3173226 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3173567.750000 Penalty: 4845.444336
	Iteration 2F: 3 clusters Score -3173568 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3173822.750000 Penalty: 4845.444336
	Iteration 3Q: 3 clusters Score -3173823 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3174063.500000 Penalty: 4845.444336
	Iteration 4Q: 3 clusters Score -3174064 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3174295.750000 Penalty: 4845.444336
	Iteration 5Q: 3 clusters Score -3174296 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3174504.500000 Penalty: 4845.444336
	Iteration 6Q: 3 clusters Score -3174504 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3174733.000000 Penalty: 4845.444336
	Iteration 7Q: 3 clusters Score -3174733 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -3174981.250000 Penalty: 4845.444336
	Iteration 8Q: 3 clusters Score -3174981 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3175265.750000 Penalty: 4845.444336
	Iteration 9Q: 3 clusters Score -3175266 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3175623.500000 Penalty: 4845.444336
	Iteration 10Q: 3 clusters Score -3175624 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3176053.500000 Penalty: 4845.444336
	Iteration 11Q: 3 clusters Score -3176054 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3176557.750000 Penalty: 4845.444336
	Iteration 12Q: 3 clusters Score -3176558 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3177106.750000 Penalty: 4845.444336
	Iteration 13Q: 3 clusters Score -3177107 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3177697.750000 Penalty: 4845.444336
	Iteration 14Q: 3 clusters Score -3177698 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3178233.250000 Penalty: 4845.444336
	Iteration 15Q: 3 clusters Score -3178233 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3178700.000000 Penalty: 4845.444336
	Iteration 16Q: 3 clusters Score -3178700 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3179021.250000 Penalty: 4845.444336
	Iteration 17Q: 3 clusters Score -3179021 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3179289.000000 Penalty: 4845.444336
	Iteration 18Q: 3 clusters Score -3179289 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3179455.500000 Penalty: 4845.444336
	Iteration 19Q: 3 clusters Score -3179456 nChanged 158
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: -3179561.750000 Penalty: 4845.444336
	Iteration 20F: 3 clusters Score -3179562 nChanged 99
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: -3179637.500000 Penalty: 4845.444336
	Iteration 21Q: 3 clusters Score -3179638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3179694.000000 Penalty: 4845.444336
	Iteration 22Q: 3 clusters Score -3179694 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3179742.500000 Penalty: 4845.444336
	Iteration 23Q: 3 clusters Score -3179742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3179782.250000 Penalty: 4845.444336
	Iteration 24Q: 3 clusters Score -3179782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3179836.000000 Penalty: 4845.444336
	Iteration 25Q: 3 clusters Score -3179836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3179873.250000 Penalty: 4845.444336
	Iteration 26Q: 3 clusters Score -3179873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3179895.000000 Penalty: 4845.444336
	Iteration 27Q: 3 clusters Score -3179895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3179916.500000 Penalty: 4845.444336
	Iteration 28Q: 3 clusters Score -3179916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3179927.000000 Penalty: 4845.444336
	Iteration 29Q: 3 clusters Score -3179927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3179934.750000 Penalty: 4845.444336
	Iteration 30Q: 3 clusters Score -3179935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3179937.000000 Penalty: 4845.444336
	Iteration 31Q: 3 clusters Score -3179937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3179937.250000 Penalty: 4845.444336
	Iteration 32Q: 3 clusters Score -3179937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3179937.750000 Penalty: 4845.444336
	Iteration 33Q: 3 clusters Score -3179938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3179937.500000 Penalty: 4845.444336
	Iteration 34Q: 3 clusters Score -3179938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3179940.000000 Penalty: 4845.444336
	Iteration 35Q: 3 clusters Score -3179940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3179939.000000 Penalty: 4845.444336
	Iteration 36Q: 3 clusters Score -3179939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3179939.000000 Penalty: 4845.444336
	Iteration 37F: 3 clusters Score -3179939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Entering Unmasked Estep 
Score: -699761.437500 Penalty: 2042.435059
	Iteration 0F: 2 clusters Score -699761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -695983.625000 Penalty: 4084.870117
	Iteration 0F: 3 clusters Score -695983.6 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -696813.750000 Penalty: 4084.870117
	Iteration 1F: 3 clusters Score -696813.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -697003.250000 Penalty: 4084.870117
	Iteration 2F: 3 clusters Score -697003.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -697117.625000 Penalty: 4084.870117
	Iteration 3Q: 3 clusters Score -697117.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -697196.937500 Penalty: 4084.870117
	Iteration 4Q: 3 clusters Score -697196.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -697242.875000 Penalty: 4084.870117
	Iteration 5Q: 3 clusters Score -697242.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -697280.062500 Penalty: 4084.870117
	Iteration 6Q: 3 clusters Score -697280.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -697313.062500 Penalty: 4084.870117
	Iteration 7Q: 3 clusters Score -697313.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -697341.437500 Penalty: 4084.870117
	Iteration 8Q: 3 clusters Score -697341.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -697358.062500 Penalty: 4084.870117
	Iteration 9Q: 3 clusters Score -697358.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -697371.187500 Penalty: 4084.870117
	Iteration 10Q: 3 clusters Score -697371.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -697381.125000 Penalty: 4084.870117
	Iteration 11Q: 3 clusters Score -697381.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -697389.812500 Penalty: 4084.870117
	Iteration 12Q: 3 clusters Score -697389.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -697394.750000 Penalty: 4084.870117
	Iteration 13Q: 3 clusters Score -697394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -697399.312500 Penalty: 4084.870117
	Iteration 14Q: 3 clusters Score -697399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -697402.062500 Penalty: 4084.870117
	Iteration 15Q: 3 clusters Score -697402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -697408.062500 Penalty: 4084.870117
	Iteration 16Q: 3 clusters Score -697408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -697414.687500 Penalty: 4084.870117
	Iteration 17Q: 3 clusters Score -697414.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -697421.875000 Penalty: 4084.870117
	Iteration 18Q: 3 clusters Score -697421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -697425.812500 Penalty: 4084.870117
	Iteration 19Q: 3 clusters Score -697425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -697428.812500 Penalty: 4084.870117
	Iteration 20F: 3 clusters Score -697428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -697428.500000 Penalty: 4084.870117
	Iteration 21Q: 3 clusters Score -697428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -697429.312500 Penalty: 4084.870117
	Iteration 22Q: 3 clusters Score -697429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -697429.312500 Penalty: 4084.870117
	Iteration 23F: 3 clusters Score -697429.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Entering Unmasked Estep 
Score: -2605651.750000 Penalty: 2344.706543
	Iteration 0F: 2 clusters Score -2605652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2596504.500000 Penalty: 4689.413086
	Iteration 0F: 3 clusters Score -2596504 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2599240.750000 Penalty: 4689.413086
	Iteration 1F: 3 clusters Score -2599241 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2599545.000000 Penalty: 4689.413086
	Iteration 2F: 3 clusters Score -2599545 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2599741.500000 Penalty: 4689.413086
	Iteration 3Q: 3 clusters Score -2599742 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2599931.500000 Penalty: 4689.413086
	Iteration 4Q: 3 clusters Score -2599932 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2600128.500000 Penalty: 4689.413086
	Iteration 5Q: 3 clusters Score -2600128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2600330.750000 Penalty: 4689.413086
	Iteration 6Q: 3 clusters Score -2600331 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2600522.500000 Penalty: 4689.413086
	Iteration 7Q: 3 clusters Score -2600522 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2600731.500000 Penalty: 4689.413086
	Iteration 8Q: 3 clusters Score -2600732 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2600976.500000 Penalty: 4689.413086
	Iteration 9Q: 3 clusters Score -2600976 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2601248.750000 Penalty: 4689.413086
	Iteration 10Q: 3 clusters Score -2601249 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2601571.500000 Penalty: 4689.413086
	Iteration 11Q: 3 clusters Score -2601572 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2601922.500000 Penalty: 4689.413086
	Iteration 12Q: 3 clusters Score -2601922 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2602314.750000 Penalty: 4689.413086
	Iteration 13Q: 3 clusters Score -2602315 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2602694.500000 Penalty: 4689.413086
	Iteration 14Q: 3 clusters Score -2602694 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2602958.250000 Penalty: 4689.413086
	Iteration 15Q: 3 clusters Score -2602958 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2603152.500000 Penalty: 4689.413086
	Iteration 16Q: 3 clusters Score -2603152 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2603299.500000 Penalty: 4689.413086
	Iteration 17Q: 3 clusters Score -2603300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2603384.500000 Penalty: 4689.413086
	Iteration 18Q: 3 clusters Score -2603384 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2603433.250000 Penalty: 4689.413086
	Iteration 19Q: 3 clusters Score -2603433 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2603482.000000 Penalty: 4689.413086
	Iteration 20F: 3 clusters Score -2603482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2603518.500000 Penalty: 4689.413086
	Iteration 21Q: 3 clusters Score -2603518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2603562.000000 Penalty: 4689.413086
	Iteration 22Q: 3 clusters Score -2603562 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2603600.000000 Penalty: 4689.413086
	Iteration 23Q: 3 clusters Score -2603600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2603644.750000 Penalty: 4689.413086
	Iteration 24Q: 3 clusters Score -2603645 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2603678.500000 Penalty: 4689.413086
	Iteration 25Q: 3 clusters Score -2603678 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2603730.750000 Penalty: 4689.413086
	Iteration 26Q: 3 clusters Score -2603731 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2603777.000000 Penalty: 4689.413086
	Iteration 27Q: 3 clusters Score -2603777 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2603817.750000 Penalty: 4689.413086
	Iteration 28Q: 3 clusters Score -2603818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2603831.250000 Penalty: 4689.413086
	Iteration 29Q: 3 clusters Score -2603831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2603847.750000 Penalty: 4689.413086
	Iteration 30Q: 3 clusters Score -2603848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2603857.750000 Penalty: 4689.413086
	Iteration 31Q: 3 clusters Score -2603858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2603859.750000 Penalty: 4689.413086
	Iteration 32Q: 3 clusters Score -2603860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2603867.500000 Penalty: 4689.413086
	Iteration 33Q: 3 clusters Score -2603868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2603876.500000 Penalty: 4689.413086
	Iteration 34Q: 3 clusters Score -2603876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2603878.000000 Penalty: 4689.413086
	Iteration 35Q: 3 clusters Score -2603878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2603879.250000 Penalty: 4689.413086
	Iteration 36Q: 3 clusters Score -2603879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2603885.000000 Penalty: 4689.413086
	Iteration 37Q: 3 clusters Score -2603885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2603888.500000 Penalty: 4689.413086
	Iteration 38Q: 3 clusters Score -2603888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2603887.000000 Penalty: 4689.413086
	Iteration 39Q: 3 clusters Score -2603887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2603884.250000 Penalty: 4689.413086
	Iteration 40F: 3 clusters Score -2603884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2603889.500000 Penalty: 4689.413086
	Iteration 41Q: 3 clusters Score -2603890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2603892.500000 Penalty: 4689.413086
	Iteration 42Q: 3 clusters Score -2603892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2603895.250000 Penalty: 4689.413086
	Iteration 43Q: 3 clusters Score -2603895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2603898.750000 Penalty: 4689.413086
	Iteration 44Q: 3 clusters Score -2603899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2603893.250000 Penalty: 4689.413086
	Iteration 45Q: 3 clusters Score -2603893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2603893.500000 Penalty: 4689.413086
	Iteration 46Q: 3 clusters Score -2603894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2603897.500000 Penalty: 4689.413086
	Iteration 47Q: 3 clusters Score -2603898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2603896.000000 Penalty: 4689.413086
	Iteration 48Q: 3 clusters Score -2603896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2603896.500000 Penalty: 4689.413086
	Iteration 49Q: 3 clusters Score -2603896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2603896.750000 Penalty: 4689.413086
	Iteration 50Q: 3 clusters Score -2603897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2603893.500000 Penalty: 4689.413086
	Iteration 51Q: 3 clusters Score -2603894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2603893.500000 Penalty: 4689.413086
	Iteration 52F: 3 clusters Score -2603894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Entering Unmasked Estep 
Score: -5344650.000000 Penalty: 2536.202148
	Iteration 0F: 2 clusters Score -5344650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5326030.000000 Penalty: 5072.404297
	Iteration 0F: 3 clusters Score -5326030 nChanged 12354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -5332486.000000 Penalty: 5072.404297
	Iteration 1F: 3 clusters Score -5332486 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -5332936.500000 Penalty: 5072.404297
	Iteration 2Q: 3 clusters Score -5332936 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5333268.500000 Penalty: 5072.404297
	Iteration 3Q: 3 clusters Score -5333268 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -5333554.500000 Penalty: 5072.404297
	Iteration 4Q: 3 clusters Score -5333554 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -5333932.000000 Penalty: 5072.404297
	Iteration 5Q: 3 clusters Score -5333932 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -5334362.500000 Penalty: 5072.404297
	Iteration 6Q: 3 clusters Score -5334362 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5334942.000000 Penalty: 5072.404297
	Iteration 7Q: 3 clusters Score -5334942 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5335812.000000 Penalty: 5072.404297
	Iteration 8F: 3 clusters Score -5335812 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -5336924.000000 Penalty: 5072.404297
	Iteration 9F: 3 clusters Score -5336924 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -5338278.500000 Penalty: 5072.404297
	Iteration 10F: 3 clusters Score -5338278 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5339631.500000 Penalty: 5072.404297
	Iteration 11F: 3 clusters Score -5339632 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5340674.000000 Penalty: 5072.404297
	Iteration 12Q: 3 clusters Score -5340674 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5341446.000000 Penalty: 5072.404297
	Iteration 13Q: 3 clusters Score -5341446 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5341851.500000 Penalty: 5072.404297
	Iteration 14Q: 3 clusters Score -5341852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5342089.000000 Penalty: 5072.404297
	Iteration 15Q: 3 clusters Score -5342089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5342222.000000 Penalty: 5072.404297
	Iteration 16Q: 3 clusters Score -5342222 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5342310.500000 Penalty: 5072.404297
	Iteration 17Q: 3 clusters Score -5342310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5342359.500000 Penalty: 5072.404297
	Iteration 18Q: 3 clusters Score -5342360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5342372.500000 Penalty: 5072.404297
	Iteration 19Q: 3 clusters Score -5342372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5342397.000000 Penalty: 5072.404297
	Iteration 20F: 3 clusters Score -5342397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5342423.000000 Penalty: 5072.404297
	Iteration 21Q: 3 clusters Score -5342423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5342444.500000 Penalty: 5072.404297
	Iteration 22Q: 3 clusters Score -5342444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5342460.500000 Penalty: 5072.404297
	Iteration 23Q: 3 clusters Score -5342460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5342475.000000 Penalty: 5072.404297
	Iteration 24Q: 3 clusters Score -5342475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5342478.000000 Penalty: 5072.404297
	Iteration 25Q: 3 clusters Score -5342478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5342489.000000 Penalty: 5072.404297
	Iteration 26Q: 3 clusters Score -5342489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5342490.000000 Penalty: 5072.404297
	Iteration 27Q: 3 clusters Score -5342490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5342494.500000 Penalty: 5072.404297
	Iteration 28Q: 3 clusters Score -5342494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5342495.500000 Penalty: 5072.404297
	Iteration 29Q: 3 clusters Score -5342496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5342495.500000 Penalty: 5072.404297
	Iteration 30F: 3 clusters Score -5342496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -32477.378906 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32477.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32540.714844 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32540.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32549.693359 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32549.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -32549.693359 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32549.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Entering Unmasked Estep 
Score: -4946455.000000 Penalty: 2527.357422
	Iteration 0F: 2 clusters Score -4946455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4928350.500000 Penalty: 5054.714844
	Iteration 0F: 3 clusters Score -4928350 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4934706.500000 Penalty: 5054.714844
	Iteration 1F: 3 clusters Score -4934706 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -4935241.500000 Penalty: 5054.714844
	Iteration 2F: 3 clusters Score -4935242 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4935825.000000 Penalty: 5054.714844
	Iteration 3F: 3 clusters Score -4935825 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4936342.000000 Penalty: 5054.714844
	Iteration 4Q: 3 clusters Score -4936342 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4936829.000000 Penalty: 5054.714844
	Iteration 5Q: 3 clusters Score -4936829 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4937422.500000 Penalty: 5054.714844
	Iteration 6Q: 3 clusters Score -4937422 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4938143.500000 Penalty: 5054.714844
	Iteration 7Q: 3 clusters Score -4938144 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4939037.000000 Penalty: 5054.714844
	Iteration 8F: 3 clusters Score -4939037 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4940191.000000 Penalty: 5054.714844
	Iteration 9F: 3 clusters Score -4940191 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4941424.000000 Penalty: 5054.714844
	Iteration 10F: 3 clusters Score -4941424 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4942254.000000 Penalty: 5054.714844
	Iteration 11Q: 3 clusters Score -4942254 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4942574.500000 Penalty: 5054.714844
	Iteration 12Q: 3 clusters Score -4942574 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4942707.000000 Penalty: 5054.714844
	Iteration 13Q: 3 clusters Score -4942707 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4942782.000000 Penalty: 5054.714844
	Iteration 14Q: 3 clusters Score -4942782 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4942866.500000 Penalty: 5054.714844
	Iteration 15Q: 3 clusters Score -4942866 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4942923.000000 Penalty: 5054.714844
	Iteration 16Q: 3 clusters Score -4942923 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4942976.500000 Penalty: 5054.714844
	Iteration 17Q: 3 clusters Score -4942976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4943023.000000 Penalty: 5054.714844
	Iteration 18Q: 3 clusters Score -4943023 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -4943063.500000 Penalty: 5054.714844
	Iteration 19Q: 3 clusters Score -4943064 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4943096.500000 Penalty: 5054.714844
	Iteration 20F: 3 clusters Score -4943096 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4943132.500000 Penalty: 5054.714844
	Iteration 21Q: 3 clusters Score -4943132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4943192.500000 Penalty: 5054.714844
	Iteration 22Q: 3 clusters Score -4943192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4943229.500000 Penalty: 5054.714844
	Iteration 23Q: 3 clusters Score -4943230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4943269.500000 Penalty: 5054.714844
	Iteration 24Q: 3 clusters Score -4943270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -4943312.000000 Penalty: 5054.714844
	Iteration 25Q: 3 clusters Score -4943312 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -4943345.500000 Penalty: 5054.714844
	Iteration 26Q: 3 clusters Score -4943346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4943381.000000 Penalty: 5054.714844
	Iteration 27Q: 3 clusters Score -4943381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4943401.000000 Penalty: 5054.714844
	Iteration 28Q: 3 clusters Score -4943401 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4943440.500000 Penalty: 5054.714844
	Iteration 29Q: 3 clusters Score -4943440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4943478.000000 Penalty: 5054.714844
	Iteration 30Q: 3 clusters Score -4943478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4943498.000000 Penalty: 5054.714844
	Iteration 31Q: 3 clusters Score -4943498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4943535.000000 Penalty: 5054.714844
	Iteration 32Q: 3 clusters Score -4943535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4943564.000000 Penalty: 5054.714844
	Iteration 33Q: 3 clusters Score -4943564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4943591.000000 Penalty: 5054.714844
	Iteration 34Q: 3 clusters Score -4943591 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4943614.000000 Penalty: 5054.714844
	Iteration 35Q: 3 clusters Score -4943614 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -4943645.500000 Penalty: 5054.714844
	Iteration 36Q: 3 clusters Score -4943646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4943677.000000 Penalty: 5054.714844
	Iteration 37Q: 3 clusters Score -4943677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4943710.000000 Penalty: 5054.714844
	Iteration 38Q: 3 clusters Score -4943710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -4943753.500000 Penalty: 5054.714844
	Iteration 39Q: 3 clusters Score -4943754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4943768.500000 Penalty: 5054.714844
	Iteration 40F: 3 clusters Score -4943768 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4943779.000000 Penalty: 5054.714844
	Iteration 41Q: 3 clusters Score -4943779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4943801.000000 Penalty: 5054.714844
	Iteration 42Q: 3 clusters Score -4943801 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4943833.000000 Penalty: 5054.714844
	Iteration 43Q: 3 clusters Score -4943833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4943847.000000 Penalty: 5054.714844
	Iteration 44Q: 3 clusters Score -4943847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4943859.000000 Penalty: 5054.714844
	Iteration 45Q: 3 clusters Score -4943859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4943881.000000 Penalty: 5054.714844
	Iteration 46Q: 3 clusters Score -4943881 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4943883.500000 Penalty: 5054.714844
	Iteration 47Q: 3 clusters Score -4943884 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4943898.500000 Penalty: 5054.714844
	Iteration 48Q: 3 clusters Score -4943898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4943920.500000 Penalty: 5054.714844
	Iteration 49Q: 3 clusters Score -4943920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4943951.500000 Penalty: 5054.714844
	Iteration 50Q: 3 clusters Score -4943952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4943972.500000 Penalty: 5054.714844
	Iteration 51Q: 3 clusters Score -4943972 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4943975.000000 Penalty: 5054.714844
	Iteration 52Q: 3 clusters Score -4943975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4943988.500000 Penalty: 5054.714844
	Iteration 53Q: 3 clusters Score -4943988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4944009.000000 Penalty: 5054.714844
	Iteration 54Q: 3 clusters Score -4944009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4944019.500000 Penalty: 5054.714844
	Iteration 55Q: 3 clusters Score -4944020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4944043.000000 Penalty: 5054.714844
	Iteration 56Q: 3 clusters Score -4944043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4944056.000000 Penalty: 5054.714844
	Iteration 57Q: 3 clusters Score -4944056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4944078.500000 Penalty: 5054.714844
	Iteration 58Q: 3 clusters Score -4944078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4944100.000000 Penalty: 5054.714844
	Iteration 59Q: 3 clusters Score -4944100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4944142.000000 Penalty: 5054.714844
	Iteration 60F: 3 clusters Score -4944142 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4944160.000000 Penalty: 5054.714844
	Iteration 61Q: 3 clusters Score -4944160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4944178.500000 Penalty: 5054.714844
	Iteration 62Q: 3 clusters Score -4944178 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4944208.500000 Penalty: 5054.714844
	Iteration 63Q: 3 clusters Score -4944208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4944243.500000 Penalty: 5054.714844
	Iteration 64Q: 3 clusters Score -4944244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4944278.000000 Penalty: 5054.714844
	Iteration 65Q: 3 clusters Score -4944278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4944312.500000 Penalty: 5054.714844
	Iteration 66Q: 3 clusters Score -4944312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4944330.000000 Penalty: 5054.714844
	Iteration 67Q: 3 clusters Score -4944330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4944353.500000 Penalty: 5054.714844
	Iteration 68Q: 3 clusters Score -4944354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4944373.000000 Penalty: 5054.714844
	Iteration 69Q: 3 clusters Score -4944373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4944383.000000 Penalty: 5054.714844
	Iteration 70Q: 3 clusters Score -4944383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4944397.000000 Penalty: 5054.714844
	Iteration 71Q: 3 clusters Score -4944397 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4944400.500000 Penalty: 5054.714844
	Iteration 72Q: 3 clusters Score -4944400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4944428.000000 Penalty: 5054.714844
	Iteration 73Q: 3 clusters Score -4944428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4944425.000000 Penalty: 5054.714844
	Iteration 74Q: 3 clusters Score -4944425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4944429.500000 Penalty: 5054.714844
	Iteration 75Q: 3 clusters Score -4944430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4944438.500000 Penalty: 5054.714844
	Iteration 76Q: 3 clusters Score -4944438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4944438.500000 Penalty: 5054.714844
	Iteration 77Q: 3 clusters Score -4944438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4944451.000000 Penalty: 5054.714844
	Iteration 78Q: 3 clusters Score -4944451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4944456.000000 Penalty: 5054.714844
	Iteration 79Q: 3 clusters Score -4944456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4944458.500000 Penalty: 5054.714844
	Iteration 80F: 3 clusters Score -4944458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4944476.500000 Penalty: 5054.714844
	Iteration 81Q: 3 clusters Score -4944476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4944485.000000 Penalty: 5054.714844
	Iteration 82Q: 3 clusters Score -4944485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4944494.000000 Penalty: 5054.714844
	Iteration 83Q: 3 clusters Score -4944494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4944506.000000 Penalty: 5054.714844
	Iteration 84Q: 3 clusters Score -4944506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4944512.000000 Penalty: 5054.714844
	Iteration 85Q: 3 clusters Score -4944512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4944521.000000 Penalty: 5054.714844
	Iteration 86Q: 3 clusters Score -4944521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4944523.500000 Penalty: 5054.714844
	Iteration 87Q: 3 clusters Score -4944524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4944534.000000 Penalty: 5054.714844
	Iteration 88Q: 3 clusters Score -4944534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4944537.500000 Penalty: 5054.714844
	Iteration 89Q: 3 clusters Score -4944538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4944536.500000 Penalty: 5054.714844
	Iteration 90Q: 3 clusters Score -4944536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4944540.000000 Penalty: 5054.714844
	Iteration 91Q: 3 clusters Score -4944540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4944537.000000 Penalty: 5054.714844
	Iteration 92Q: 3 clusters Score -4944537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4944533.000000 Penalty: 5054.714844
	Iteration 93Q: 3 clusters Score -4944533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4944533.000000 Penalty: 5054.714844
	Iteration 94F: 3 clusters Score -4944533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Entering Unmasked Estep 
Score: -5142858.500000 Penalty: 2533.312988
	Iteration 0F: 2 clusters Score -5142858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5124213.000000 Penalty: 5066.625977
	Iteration 0F: 3 clusters Score -5124213 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -5130783.500000 Penalty: 5066.625977
	Iteration 1F: 3 clusters Score -5130784 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5131328.000000 Penalty: 5066.625977
	Iteration 2F: 3 clusters Score -5131328 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5131872.500000 Penalty: 5066.625977
	Iteration 3Q: 3 clusters Score -5131872 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -5132541.000000 Penalty: 5066.625977
	Iteration 4Q: 3 clusters Score -5132541 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -5133512.000000 Penalty: 5066.625977
	Iteration 5F: 3 clusters Score -5133512 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5134776.500000 Penalty: 5066.625977
	Iteration 6F: 3 clusters Score -5134776 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5136373.500000 Penalty: 5066.625977
	Iteration 7F: 3 clusters Score -5136374 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5138066.000000 Penalty: 5066.625977
	Iteration 8F: 3 clusters Score -5138066 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5139295.000000 Penalty: 5066.625977
	Iteration 9Q: 3 clusters Score -5139295 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5139991.000000 Penalty: 5066.625977
	Iteration 10Q: 3 clusters Score -5139991 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5140385.500000 Penalty: 5066.625977
	Iteration 11Q: 3 clusters Score -5140386 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5140598.500000 Penalty: 5066.625977
	Iteration 12Q: 3 clusters Score -5140598 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -5140695.500000 Penalty: 5066.625977
	Iteration 13Q: 3 clusters Score -5140696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -5140749.000000 Penalty: 5066.625977
	Iteration 14Q: 3 clusters Score -5140749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -5140780.500000 Penalty: 5066.625977
	Iteration 15Q: 3 clusters Score -5140780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5140796.000000 Penalty: 5066.625977
	Iteration 16Q: 3 clusters Score -5140796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -5140795.000000 Penalty: 5066.625977
	Iteration 17Q: 3 clusters Score -5140795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -5140804.000000 Penalty: 5066.625977
	Iteration 18Q: 3 clusters Score -5140804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5140812.000000 Penalty: 5066.625977
	Iteration 19Q: 3 clusters Score -5140812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -5140826.000000 Penalty: 5066.625977
	Iteration 20F: 3 clusters Score -5140826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5140842.500000 Penalty: 5066.625977
	Iteration 21Q: 3 clusters Score -5140842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -5140854.000000 Penalty: 5066.625977
	Iteration 22Q: 3 clusters Score -5140854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5140861.000000 Penalty: 5066.625977
	Iteration 23Q: 3 clusters Score -5140861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5140858.500000 Penalty: 5066.625977
	Iteration 24Q: 3 clusters Score -5140858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5140858.500000 Penalty: 5066.625977
	Iteration 25F: 3 clusters Score -5140858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Entering Unmasked Estep 
Score: -6474397.000000 Penalty: 2592.621826
	Iteration 0F: 2 clusters Score -6474397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -6451622.500000 Penalty: 5185.243652
	Iteration 0F: 3 clusters Score -6451622 nChanged 15915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6460231.500000 Penalty: 5185.243652
	Iteration 1F: 3 clusters Score -6460232 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -6460644.000000 Penalty: 5185.243652
	Iteration 2Q: 3 clusters Score -6460644 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -6461040.000000 Penalty: 5185.243652
	Iteration 3Q: 3 clusters Score -6461040 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -6461420.000000 Penalty: 5185.243652
	Iteration 4Q: 3 clusters Score -6461420 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -6461934.000000 Penalty: 5185.243652
	Iteration 5Q: 3 clusters Score -6461934 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -6462615.000000 Penalty: 5185.243652
	Iteration 6Q: 3 clusters Score -6462615 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6463715.500000 Penalty: 5185.243652
	Iteration 7F: 3 clusters Score -6463716 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -6465172.000000 Penalty: 5185.243652
	Iteration 8F: 3 clusters Score -6465172 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6466958.000000 Penalty: 5185.243652
	Iteration 9F: 3 clusters Score -6466958 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -6468559.500000 Penalty: 5185.243652
	Iteration 10F: 3 clusters Score -6468560 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6469606.000000 Penalty: 5185.243652
	Iteration 11Q: 3 clusters Score -6469606 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -6470274.000000 Penalty: 5185.243652
	Iteration 12Q: 3 clusters Score -6470274 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -6470739.500000 Penalty: 5185.243652
	Iteration 13Q: 3 clusters Score -6470740 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -6471029.500000 Penalty: 5185.243652
	Iteration 14Q: 3 clusters Score -6471030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6471247.000000 Penalty: 5185.243652
	Iteration 15Q: 3 clusters Score -6471247 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6471407.000000 Penalty: 5185.243652
	Iteration 16Q: 3 clusters Score -6471407 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -6471533.500000 Penalty: 5185.243652
	Iteration 17Q: 3 clusters Score -6471534 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -6471638.500000 Penalty: 5185.243652
	Iteration 18Q: 3 clusters Score -6471638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6471714.500000 Penalty: 5185.243652
	Iteration 19Q: 3 clusters Score -6471714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6471791.500000 Penalty: 5185.243652
	Iteration 20F: 3 clusters Score -6471792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -6471837.000000 Penalty: 5185.243652
	Iteration 21Q: 3 clusters Score -6471837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -6471869.500000 Penalty: 5185.243652
	Iteration 22Q: 3 clusters Score -6471870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -6471916.000000 Penalty: 5185.243652
	Iteration 23Q: 3 clusters Score -6471916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -6471947.000000 Penalty: 5185.243652
	Iteration 24Q: 3 clusters Score -6471947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -6471966.500000 Penalty: 5185.243652
	Iteration 25Q: 3 clusters Score -6471966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -6471988.000000 Penalty: 5185.243652
	Iteration 26Q: 3 clusters Score -6471988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6471998.500000 Penalty: 5185.243652
	Iteration 27Q: 3 clusters Score -6471998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -6472024.000000 Penalty: 5185.243652
	Iteration 28Q: 3 clusters Score -6472024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6472027.000000 Penalty: 5185.243652
	Iteration 29Q: 3 clusters Score -6472027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6472039.000000 Penalty: 5185.243652
	Iteration 30Q: 3 clusters Score -6472039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -6472054.500000 Penalty: 5185.243652
	Iteration 31Q: 3 clusters Score -6472054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6472068.000000 Penalty: 5185.243652
	Iteration 32Q: 3 clusters Score -6472068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -6472080.000000 Penalty: 5185.243652
	Iteration 33Q: 3 clusters Score -6472080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -6472075.500000 Penalty: 5185.243652
	Iteration 34Q: 3 clusters Score -6472076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6472081.500000 Penalty: 5185.243652
	Iteration 35Q: 3 clusters Score -6472082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -6472093.000000 Penalty: 5185.243652
	Iteration 36Q: 3 clusters Score -6472093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -6472108.500000 Penalty: 5185.243652
	Iteration 37Q: 3 clusters Score -6472108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -6472111.000000 Penalty: 5185.243652
	Iteration 38Q: 3 clusters Score -6472111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -6472112.500000 Penalty: 5185.243652
	Iteration 39Q: 3 clusters Score -6472112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -6472116.000000 Penalty: 5185.243652
	Iteration 40F: 3 clusters Score -6472116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -6472119.500000 Penalty: 5185.243652
	Iteration 41Q: 3 clusters Score -6472120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -6472129.000000 Penalty: 5185.243652
	Iteration 42Q: 3 clusters Score -6472129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6472138.500000 Penalty: 5185.243652
	Iteration 43Q: 3 clusters Score -6472138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6472148.500000 Penalty: 5185.243652
	Iteration 44Q: 3 clusters Score -6472148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6472144.000000 Penalty: 5185.243652
	Iteration 45Q: 3 clusters Score -6472144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6472153.000000 Penalty: 5185.243652
	Iteration 46Q: 3 clusters Score -6472153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6472156.000000 Penalty: 5185.243652
	Iteration 47Q: 3 clusters Score -6472156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6472156.000000 Penalty: 5185.243652
	Iteration 48F: 3 clusters Score -6472156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Entering Unmasked Estep 
Score: -5105550.500000 Penalty: 2524.042480
	Iteration 0F: 2 clusters Score -5105550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -5087866.000000 Penalty: 5048.084961
	Iteration 0F: 3 clusters Score -5087866 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -5094047.500000 Penalty: 5048.084961
	Iteration 1F: 3 clusters Score -5094048 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5094432.500000 Penalty: 5048.084961
	Iteration 2F: 3 clusters Score -5094432 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -5094755.500000 Penalty: 5048.084961
	Iteration 3Q: 3 clusters Score -5094756 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -5094974.000000 Penalty: 5048.084961
	Iteration 4Q: 3 clusters Score -5094974 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5095264.500000 Penalty: 5048.084961
	Iteration 5Q: 3 clusters Score -5095264 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -5095501.000000 Penalty: 5048.084961
	Iteration 6Q: 3 clusters Score -5095501 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5095709.500000 Penalty: 5048.084961
	Iteration 7Q: 3 clusters Score -5095710 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -5096099.000000 Penalty: 5048.084961
	Iteration 8Q: 3 clusters Score -5096099 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -5096610.500000 Penalty: 5048.084961
	Iteration 9Q: 3 clusters Score -5096610 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -5097245.500000 Penalty: 5048.084961
	Iteration 10Q: 3 clusters Score -5097246 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -5098137.500000 Penalty: 5048.084961
	Iteration 11F: 3 clusters Score -5098138 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5099240.000000 Penalty: 5048.084961
	Iteration 12F: 3 clusters Score -5099240 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5100515.000000 Penalty: 5048.084961
	Iteration 13Q: 3 clusters Score -5100515 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5101681.000000 Penalty: 5048.084961
	Iteration 14Q: 3 clusters Score -5101681 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5102394.500000 Penalty: 5048.084961
	Iteration 15Q: 3 clusters Score -5102394 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5102785.500000 Penalty: 5048.084961
	Iteration 16Q: 3 clusters Score -5102786 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -5102995.500000 Penalty: 5048.084961
	Iteration 17Q: 3 clusters Score -5102996 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -5103144.500000 Penalty: 5048.084961
	Iteration 18Q: 3 clusters Score -5103144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -5103219.500000 Penalty: 5048.084961
	Iteration 19Q: 3 clusters Score -5103220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5103263.500000 Penalty: 5048.084961
	Iteration 20F: 3 clusters Score -5103264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5103299.500000 Penalty: 5048.084961
	Iteration 21Q: 3 clusters Score -5103300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -5103328.000000 Penalty: 5048.084961
	Iteration 22Q: 3 clusters Score -5103328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5103354.500000 Penalty: 5048.084961
	Iteration 23Q: 3 clusters Score -5103354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5103359.000000 Penalty: 5048.084961
	Iteration 24Q: 3 clusters Score -5103359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -5103373.000000 Penalty: 5048.084961
	Iteration 25Q: 3 clusters Score -5103373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -5103372.500000 Penalty: 5048.084961
	Iteration 26Q: 3 clusters Score -5103372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5103376.500000 Penalty: 5048.084961
	Iteration 27Q: 3 clusters Score -5103376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5103376.500000 Penalty: 5048.084961
	Iteration 28F: 3 clusters Score -5103376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -386414.750000 Penalty: 1903.189941
	Iteration 0F: 2 clusters Score -386414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -383702.031250 Penalty: 3806.379883
	Iteration 0F: 3 clusters Score -383702 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -384283.156250 Penalty: 3806.379883
	Iteration 1F: 3 clusters Score -384283.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -384449.125000 Penalty: 3806.379883
	Iteration 2F: 3 clusters Score -384449.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -384583.406250 Penalty: 3806.379883
	Iteration 3Q: 3 clusters Score -384583.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -384705.593750 Penalty: 3806.379883
	Iteration 4Q: 3 clusters Score -384705.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -384808.187500 Penalty: 3806.379883
	Iteration 5Q: 3 clusters Score -384808.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -384878.906250 Penalty: 3806.379883
	Iteration 6Q: 3 clusters Score -384878.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -384932.187500 Penalty: 3806.379883
	Iteration 7Q: 3 clusters Score -384932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -384977.218750 Penalty: 3806.379883
	Iteration 8Q: 3 clusters Score -384977.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -385015.187500 Penalty: 3806.379883
	Iteration 9Q: 3 clusters Score -385015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -385038.156250 Penalty: 3806.379883
	Iteration 10Q: 3 clusters Score -385038.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -385052.812500 Penalty: 3806.379883
	Iteration 11Q: 3 clusters Score -385052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -385066.937500 Penalty: 3806.379883
	Iteration 12Q: 3 clusters Score -385066.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -385079.062500 Penalty: 3806.379883
	Iteration 13Q: 3 clusters Score -385079.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -385094.875000 Penalty: 3806.379883
	Iteration 14Q: 3 clusters Score -385094.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -385107.875000 Penalty: 3806.379883
	Iteration 15Q: 3 clusters Score -385107.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -385118.437500 Penalty: 3806.379883
	Iteration 16Q: 3 clusters Score -385118.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -385124.250000 Penalty: 3806.379883
	Iteration 17Q: 3 clusters Score -385124.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -385130.812500 Penalty: 3806.379883
	Iteration 18Q: 3 clusters Score -385130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -385133.718750 Penalty: 3806.379883
	Iteration 19Q: 3 clusters Score -385133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -385141.031250 Penalty: 3806.379883
	Iteration 20F: 3 clusters Score -385141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -385145.406250 Penalty: 3806.379883
	Iteration 21Q: 3 clusters Score -385145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -385146.875000 Penalty: 3806.379883
	Iteration 22Q: 3 clusters Score -385146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -385147.656250 Penalty: 3806.379883
	Iteration 23Q: 3 clusters Score -385147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -385148.406250 Penalty: 3806.379883
	Iteration 24Q: 3 clusters Score -385148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -385148.750000 Penalty: 3806.379883
	Iteration 25Q: 3 clusters Score -385148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -385149.656250 Penalty: 3806.379883
	Iteration 26Q: 3 clusters Score -385149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -385150.093750 Penalty: 3806.379883
	Iteration 27Q: 3 clusters Score -385150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -385152.031250 Penalty: 3806.379883
	Iteration 28Q: 3 clusters Score -385152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -385153.593750 Penalty: 3806.379883
	Iteration 29Q: 3 clusters Score -385153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -385154.062500 Penalty: 3806.379883
	Iteration 30Q: 3 clusters Score -385154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -385154.062500 Penalty: 3806.379883
	Iteration 31F: 3 clusters Score -385154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Entering Unmasked Estep 
Score: -7245666.500000 Penalty: 2613.541992
	Iteration 0F: 2 clusters Score -7245666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -7221340.000000 Penalty: 5227.083984
	Iteration 0F: 3 clusters Score -7221340 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -7230739.500000 Penalty: 5227.083984
	Iteration 1F: 3 clusters Score -7230740 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -7231149.500000 Penalty: 5227.083984
	Iteration 2Q: 3 clusters Score -7231150 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -7231522.000000 Penalty: 5227.083984
	Iteration 3Q: 3 clusters Score -7231522 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -7231991.000000 Penalty: 5227.083984
	Iteration 4Q: 3 clusters Score -7231991 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -7232485.000000 Penalty: 5227.083984
	Iteration 5Q: 3 clusters Score -7232485 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -7232995.000000 Penalty: 5227.083984
	Iteration 6Q: 3 clusters Score -7232995 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -7233718.500000 Penalty: 5227.083984
	Iteration 7Q: 3 clusters Score -7233718 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -7234616.500000 Penalty: 5227.083984
	Iteration 8Q: 3 clusters Score -7234616 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -7235769.000000 Penalty: 5227.083984
	Iteration 9F: 3 clusters Score -7235769 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -7237189.000000 Penalty: 5227.083984
	Iteration 10F: 3 clusters Score -7237189 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -7238683.500000 Penalty: 5227.083984
	Iteration 11F: 3 clusters Score -7238684 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -7239981.000000 Penalty: 5227.083984
	Iteration 12Q: 3 clusters Score -7239981 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -7240709.500000 Penalty: 5227.083984
	Iteration 13Q: 3 clusters Score -7240710 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -7241196.500000 Penalty: 5227.083984
	Iteration 14Q: 3 clusters Score -7241196 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -7241600.500000 Penalty: 5227.083984
	Iteration 15Q: 3 clusters Score -7241600 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -7241964.000000 Penalty: 5227.083984
	Iteration 16Q: 3 clusters Score -7241964 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -7242299.000000 Penalty: 5227.083984
	Iteration 17Q: 3 clusters Score -7242299 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -7242508.000000 Penalty: 5227.083984
	Iteration 18Q: 3 clusters Score -7242508 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7242698.000000 Penalty: 5227.083984
	Iteration 19Q: 3 clusters Score -7242698 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -7242854.500000 Penalty: 5227.083984
	Iteration 20F: 3 clusters Score -7242854 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7242966.500000 Penalty: 5227.083984
	Iteration 21Q: 3 clusters Score -7242966 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7243046.500000 Penalty: 5227.083984
	Iteration 22Q: 3 clusters Score -7243046 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7243142.000000 Penalty: 5227.083984
	Iteration 23Q: 3 clusters Score -7243142 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7243242.000000 Penalty: 5227.083984
	Iteration 24Q: 3 clusters Score -7243242 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7243358.500000 Penalty: 5227.083984
	Iteration 25Q: 3 clusters Score -7243358 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7243439.500000 Penalty: 5227.083984
	Iteration 26Q: 3 clusters Score -7243440 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7243536.500000 Penalty: 5227.083984
	Iteration 27Q: 3 clusters Score -7243536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7243605.000000 Penalty: 5227.083984
	Iteration 28Q: 3 clusters Score -7243605 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7243648.000000 Penalty: 5227.083984
	Iteration 29Q: 3 clusters Score -7243648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7243706.000000 Penalty: 5227.083984
	Iteration 30Q: 3 clusters Score -7243706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7243730.000000 Penalty: 5227.083984
	Iteration 31Q: 3 clusters Score -7243730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7243745.000000 Penalty: 5227.083984
	Iteration 32Q: 3 clusters Score -7243745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7243763.000000 Penalty: 5227.083984
	Iteration 33Q: 3 clusters Score -7243763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7243760.000000 Penalty: 5227.083984
	Iteration 34Q: 3 clusters Score -7243760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7243765.500000 Penalty: 5227.083984
	Iteration 35Q: 3 clusters Score -7243766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7243767.000000 Penalty: 5227.083984
	Iteration 36Q: 3 clusters Score -7243767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7243769.500000 Penalty: 5227.083984
	Iteration 37Q: 3 clusters Score -7243770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7243771.000000 Penalty: 5227.083984
	Iteration 38Q: 3 clusters Score -7243771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7243755.500000 Penalty: 5227.083984
	Iteration 39Q: 3 clusters Score -7243756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7243744.500000 Penalty: 5227.083984
	Iteration 40F: 3 clusters Score -7243744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7243738.000000 Penalty: 5227.083984
	Iteration 41Q: 3 clusters Score -7243738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7243724.000000 Penalty: 5227.083984
	Iteration 42Q: 3 clusters Score -7243724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7243735.500000 Penalty: 5227.083984
	Iteration 43Q: 3 clusters Score -7243736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7243740.000000 Penalty: 5227.083984
	Iteration 44Q: 3 clusters Score -7243740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7243744.000000 Penalty: 5227.083984
	Iteration 45Q: 3 clusters Score -7243744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7243741.000000 Penalty: 5227.083984
	Iteration 46Q: 3 clusters Score -7243741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7243744.000000 Penalty: 5227.083984
	Iteration 47Q: 3 clusters Score -7243744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7243740.000000 Penalty: 5227.083984
	Iteration 48Q: 3 clusters Score -7243740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7243736.000000 Penalty: 5227.083984
	Iteration 49Q: 3 clusters Score -7243736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7243738.500000 Penalty: 5227.083984
	Iteration 50Q: 3 clusters Score -7243738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7243724.500000 Penalty: 5227.083984
	Iteration 51Q: 3 clusters Score -7243724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7243720.500000 Penalty: 5227.083984
	Iteration 52Q: 3 clusters Score -7243720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7243720.000000 Penalty: 5227.083984
	Iteration 53Q: 3 clusters Score -7243720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7243723.000000 Penalty: 5227.083984
	Iteration 54Q: 3 clusters Score -7243723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7243717.000000 Penalty: 5227.083984
	Iteration 55Q: 3 clusters Score -7243717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7243726.000000 Penalty: 5227.083984
	Iteration 56Q: 3 clusters Score -7243726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7243723.000000 Penalty: 5227.083984
	Iteration 57Q: 3 clusters Score -7243723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7243720.500000 Penalty: 5227.083984
	Iteration 58Q: 3 clusters Score -7243720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7243721.500000 Penalty: 5227.083984
	Iteration 59Q: 3 clusters Score -7243722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7243721.500000 Penalty: 5227.083984
	Iteration 60F: 3 clusters Score -7243722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Entering Unmasked Estep 
Score: -5659858.000000 Penalty: 2549.721680
	Iteration 0F: 2 clusters Score -5659858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -5640589.000000 Penalty: 5099.443359
	Iteration 0F: 3 clusters Score -5640589 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -5647693.000000 Penalty: 5099.443359
	Iteration 1F: 3 clusters Score -5647693 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5648121.500000 Penalty: 5099.443359
	Iteration 2Q: 3 clusters Score -5648122 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5648467.000000 Penalty: 5099.443359
	Iteration 3Q: 3 clusters Score -5648467 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5648770.500000 Penalty: 5099.443359
	Iteration 4Q: 3 clusters Score -5648770 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5649136.000000 Penalty: 5099.443359
	Iteration 5Q: 3 clusters Score -5649136 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -5649547.000000 Penalty: 5099.443359
	Iteration 6Q: 3 clusters Score -5649547 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5650121.500000 Penalty: 5099.443359
	Iteration 7Q: 3 clusters Score -5650122 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -5650991.500000 Penalty: 5099.443359
	Iteration 8F: 3 clusters Score -5650992 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -5652073.500000 Penalty: 5099.443359
	Iteration 9F: 3 clusters Score -5652074 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5653533.500000 Penalty: 5099.443359
	Iteration 10F: 3 clusters Score -5653534 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5654957.500000 Penalty: 5099.443359
	Iteration 11F: 3 clusters Score -5654958 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -5656032.500000 Penalty: 5099.443359
	Iteration 12Q: 3 clusters Score -5656032 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5656673.000000 Penalty: 5099.443359
	Iteration 13Q: 3 clusters Score -5656673 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -5657088.500000 Penalty: 5099.443359
	Iteration 14Q: 3 clusters Score -5657088 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5657311.000000 Penalty: 5099.443359
	Iteration 15Q: 3 clusters Score -5657311 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5657447.000000 Penalty: 5099.443359
	Iteration 16Q: 3 clusters Score -5657447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5657484.500000 Penalty: 5099.443359
	Iteration 17Q: 3 clusters Score -5657484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5657532.000000 Penalty: 5099.443359
	Iteration 18Q: 3 clusters Score -5657532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -5657555.500000 Penalty: 5099.443359
	Iteration 19Q: 3 clusters Score -5657556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5657561.000000 Penalty: 5099.443359
	Iteration 20F: 3 clusters Score -5657561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5657579.000000 Penalty: 5099.443359
	Iteration 21Q: 3 clusters Score -5657579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -5657593.000000 Penalty: 5099.443359
	Iteration 22Q: 3 clusters Score -5657593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5657603.500000 Penalty: 5099.443359
	Iteration 23Q: 3 clusters Score -5657604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5657623.500000 Penalty: 5099.443359
	Iteration 24Q: 3 clusters Score -5657624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5657628.500000 Penalty: 5099.443359
	Iteration 25Q: 3 clusters Score -5657628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -5657635.500000 Penalty: 5099.443359
	Iteration 26Q: 3 clusters Score -5657636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5657640.500000 Penalty: 5099.443359
	Iteration 27Q: 3 clusters Score -5657640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5657646.500000 Penalty: 5099.443359
	Iteration 28Q: 3 clusters Score -5657646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -5657647.500000 Penalty: 5099.443359
	Iteration 29Q: 3 clusters Score -5657648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5657652.500000 Penalty: 5099.443359
	Iteration 30Q: 3 clusters Score -5657652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -5657657.500000 Penalty: 5099.443359
	Iteration 31Q: 3 clusters Score -5657658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5657664.500000 Penalty: 5099.443359
	Iteration 32Q: 3 clusters Score -5657664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5657664.500000 Penalty: 5099.443359
	Iteration 33Q: 3 clusters Score -5657664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5657664.500000 Penalty: 5099.443359
	Iteration 34Q: 3 clusters Score -5657664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5657664.500000 Penalty: 5099.443359
	Iteration 35F: 3 clusters Score -5657664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -85386.273438 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -85386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -83920.703125 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -83920.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84177.117188 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -84177.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -84279.156250 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -84279.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84304.890625 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -84304.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -84320.156250 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -84320.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84321.812500 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -84321.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -84321.812500 Penalty: 3079.460693
	Iteration 6F: 3 clusters Score -84321.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -3449822.250000 Penalty: 2418.372314
	Iteration 0F: 2 clusters Score -3449822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3437934.250000 Penalty: 4836.744629
	Iteration 0F: 3 clusters Score -3437934 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3441875.500000 Penalty: 4836.744629
	Iteration 1F: 3 clusters Score -3441876 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3442223.500000 Penalty: 4836.744629
	Iteration 2F: 3 clusters Score -3442224 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3442465.250000 Penalty: 4836.744629
	Iteration 3Q: 3 clusters Score -3442465 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3442630.000000 Penalty: 4836.744629
	Iteration 4Q: 3 clusters Score -3442630 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3442796.000000 Penalty: 4836.744629
	Iteration 5Q: 3 clusters Score -3442796 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3442938.750000 Penalty: 4836.744629
	Iteration 6Q: 3 clusters Score -3442939 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -3443076.750000 Penalty: 4836.744629
	Iteration 7Q: 3 clusters Score -3443077 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -3443217.750000 Penalty: 4836.744629
	Iteration 8Q: 3 clusters Score -3443218 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3443420.750000 Penalty: 4836.744629
	Iteration 9Q: 3 clusters Score -3443421 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -3443654.500000 Penalty: 4836.744629
	Iteration 10Q: 3 clusters Score -3443654 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3443992.750000 Penalty: 4836.744629
	Iteration 11Q: 3 clusters Score -3443993 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3444444.000000 Penalty: 4836.744629
	Iteration 12Q: 3 clusters Score -3444444 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3444994.250000 Penalty: 4836.744629
	Iteration 13Q: 3 clusters Score -3444994 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3445617.750000 Penalty: 4836.744629
	Iteration 14Q: 3 clusters Score -3445618 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3446167.500000 Penalty: 4836.744629
	Iteration 15Q: 3 clusters Score -3446168 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3446546.500000 Penalty: 4836.744629
	Iteration 16Q: 3 clusters Score -3446546 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3446828.250000 Penalty: 4836.744629
	Iteration 17Q: 3 clusters Score -3446828 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3447039.500000 Penalty: 4836.744629
	Iteration 18Q: 3 clusters Score -3447040 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3447179.500000 Penalty: 4836.744629
	Iteration 19Q: 3 clusters Score -3447180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3447262.750000 Penalty: 4836.744629
	Iteration 20F: 3 clusters Score -3447263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3447338.000000 Penalty: 4836.744629
	Iteration 21Q: 3 clusters Score -3447338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3447385.500000 Penalty: 4836.744629
	Iteration 22Q: 3 clusters Score -3447386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3447438.250000 Penalty: 4836.744629
	Iteration 23Q: 3 clusters Score -3447438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3447467.500000 Penalty: 4836.744629
	Iteration 24Q: 3 clusters Score -3447468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3447501.250000 Penalty: 4836.744629
	Iteration 25Q: 3 clusters Score -3447501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3447522.750000 Penalty: 4836.744629
	Iteration 26Q: 3 clusters Score -3447523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3447548.750000 Penalty: 4836.744629
	Iteration 27Q: 3 clusters Score -3447549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3447563.750000 Penalty: 4836.744629
	Iteration 28Q: 3 clusters Score -3447564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3447587.250000 Penalty: 4836.744629
	Iteration 29Q: 3 clusters Score -3447587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3447605.000000 Penalty: 4836.744629
	Iteration 30Q: 3 clusters Score -3447605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3447623.250000 Penalty: 4836.744629
	Iteration 31Q: 3 clusters Score -3447623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3447636.000000 Penalty: 4836.744629
	Iteration 32Q: 3 clusters Score -3447636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3447648.000000 Penalty: 4836.744629
	Iteration 33Q: 3 clusters Score -3447648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3447647.000000 Penalty: 4836.744629
	Iteration 34Q: 3 clusters Score -3447647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3447661.500000 Penalty: 4836.744629
	Iteration 35Q: 3 clusters Score -3447662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3447662.250000 Penalty: 4836.744629
	Iteration 36Q: 3 clusters Score -3447662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3447662.500000 Penalty: 4836.744629
	Iteration 37Q: 3 clusters Score -3447662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3447662.250000 Penalty: 4836.744629
	Iteration 38Q: 3 clusters Score -3447662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3447662.250000 Penalty: 4836.744629
	Iteration 39F: 3 clusters Score -3447662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Entering Unmasked Estep 
Score: -4164300.500000 Penalty: 2458.237549
	Iteration 0F: 2 clusters Score -4164300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4151954.750000 Penalty: 4916.475098
	Iteration 0F: 3 clusters Score -4151955 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4156576.250000 Penalty: 4916.475098
	Iteration 1F: 3 clusters Score -4156576 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4156968.500000 Penalty: 4916.475098
	Iteration 2F: 3 clusters Score -4156968 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4157268.500000 Penalty: 4916.475098
	Iteration 3Q: 3 clusters Score -4157268 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -4157568.500000 Penalty: 4916.475098
	Iteration 4Q: 3 clusters Score -4157568 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4157810.750000 Penalty: 4916.475098
	Iteration 5Q: 3 clusters Score -4157811 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4158087.250000 Penalty: 4916.475098
	Iteration 6Q: 3 clusters Score -4158087 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -4158344.500000 Penalty: 4916.475098
	Iteration 7Q: 3 clusters Score -4158344 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4158518.000000 Penalty: 4916.475098
	Iteration 8Q: 3 clusters Score -4158518 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -4158718.500000 Penalty: 4916.475098
	Iteration 9Q: 3 clusters Score -4158718 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -4158942.500000 Penalty: 4916.475098
	Iteration 10Q: 3 clusters Score -4158942 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4159235.250000 Penalty: 4916.475098
	Iteration 11Q: 3 clusters Score -4159235 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4159631.500000 Penalty: 4916.475098
	Iteration 12Q: 3 clusters Score -4159632 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4160170.750000 Penalty: 4916.475098
	Iteration 13Q: 3 clusters Score -4160171 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4160545.750000 Penalty: 4916.475098
	Iteration 14Q: 3 clusters Score -4160546 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4160794.250000 Penalty: 4916.475098
	Iteration 15Q: 3 clusters Score -4160794 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4161003.500000 Penalty: 4916.475098
	Iteration 16Q: 3 clusters Score -4161004 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4161198.750000 Penalty: 4916.475098
	Iteration 17Q: 3 clusters Score -4161199 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4161314.250000 Penalty: 4916.475098
	Iteration 18Q: 3 clusters Score -4161314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4161428.000000 Penalty: 4916.475098
	Iteration 19Q: 3 clusters Score -4161428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4161555.750000 Penalty: 4916.475098
	Iteration 20F: 3 clusters Score -4161556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4161649.750000 Penalty: 4916.475098
	Iteration 21Q: 3 clusters Score -4161650 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4161720.000000 Penalty: 4916.475098
	Iteration 22Q: 3 clusters Score -4161720 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4161795.000000 Penalty: 4916.475098
	Iteration 23Q: 3 clusters Score -4161795 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4161870.000000 Penalty: 4916.475098
	Iteration 24Q: 3 clusters Score -4161870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4161930.000000 Penalty: 4916.475098
	Iteration 25Q: 3 clusters Score -4161930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4161981.000000 Penalty: 4916.475098
	Iteration 26Q: 3 clusters Score -4161981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4162008.000000 Penalty: 4916.475098
	Iteration 27Q: 3 clusters Score -4162008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4162051.750000 Penalty: 4916.475098
	Iteration 28Q: 3 clusters Score -4162052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4162088.500000 Penalty: 4916.475098
	Iteration 29Q: 3 clusters Score -4162088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4162127.000000 Penalty: 4916.475098
	Iteration 30Q: 3 clusters Score -4162127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4162139.750000 Penalty: 4916.475098
	Iteration 31Q: 3 clusters Score -4162140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4162163.250000 Penalty: 4916.475098
	Iteration 32Q: 3 clusters Score -4162163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4162186.000000 Penalty: 4916.475098
	Iteration 33Q: 3 clusters Score -4162186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4162187.000000 Penalty: 4916.475098
	Iteration 34Q: 3 clusters Score -4162187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4162205.000000 Penalty: 4916.475098
	Iteration 35Q: 3 clusters Score -4162205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4162208.750000 Penalty: 4916.475098
	Iteration 36Q: 3 clusters Score -4162209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4162210.500000 Penalty: 4916.475098
	Iteration 37Q: 3 clusters Score -4162210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4162216.000000 Penalty: 4916.475098
	Iteration 38Q: 3 clusters Score -4162216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4162218.000000 Penalty: 4916.475098
	Iteration 39Q: 3 clusters Score -4162218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4162219.500000 Penalty: 4916.475098
	Iteration 40F: 3 clusters Score -4162220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4162222.250000 Penalty: 4916.475098
	Iteration 41Q: 3 clusters Score -4162222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4162219.000000 Penalty: 4916.475098
	Iteration 42Q: 3 clusters Score -4162219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4162210.000000 Penalty: 4916.475098
	Iteration 43Q: 3 clusters Score -4162210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4162214.250000 Penalty: 4916.475098
	Iteration 44Q: 3 clusters Score -4162214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4162218.500000 Penalty: 4916.475098
	Iteration 45Q: 3 clusters Score -4162218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4162224.250000 Penalty: 4916.475098
	Iteration 46Q: 3 clusters Score -4162224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4162225.500000 Penalty: 4916.475098
	Iteration 47Q: 3 clusters Score -4162226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4162222.500000 Penalty: 4916.475098
	Iteration 48Q: 3 clusters Score -4162222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4162224.000000 Penalty: 4916.475098
	Iteration 49Q: 3 clusters Score -4162224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4162227.750000 Penalty: 4916.475098
	Iteration 50Q: 3 clusters Score -4162228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4162231.000000 Penalty: 4916.475098
	Iteration 51Q: 3 clusters Score -4162231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4162231.000000 Penalty: 4916.475098
	Iteration 52Q: 3 clusters Score -4162231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4162233.750000 Penalty: 4916.475098
	Iteration 53Q: 3 clusters Score -4162234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4162235.000000 Penalty: 4916.475098
	Iteration 54Q: 3 clusters Score -4162235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4162233.000000 Penalty: 4916.475098
	Iteration 55Q: 3 clusters Score -4162233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4162237.500000 Penalty: 4916.475098
	Iteration 56Q: 3 clusters Score -4162238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4162232.250000 Penalty: 4916.475098
	Iteration 57Q: 3 clusters Score -4162232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4162234.250000 Penalty: 4916.475098
	Iteration 58Q: 3 clusters Score -4162234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4162234.000000 Penalty: 4916.475098
	Iteration 59Q: 3 clusters Score -4162234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4162232.750000 Penalty: 4916.475098
	Iteration 60F: 3 clusters Score -4162233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4162230.500000 Penalty: 4916.475098
	Iteration 61Q: 3 clusters Score -4162230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4162227.000000 Penalty: 4916.475098
	Iteration 62Q: 3 clusters Score -4162227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4162228.250000 Penalty: 4916.475098
	Iteration 63Q: 3 clusters Score -4162228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4162230.500000 Penalty: 4916.475098
	Iteration 64Q: 3 clusters Score -4162230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4162230.500000 Penalty: 4916.475098
	Iteration 65F: 3 clusters Score -4162230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Entering Unmasked Estep 
Score: -3985541.250000 Penalty: 2447.524658
	Iteration 0F: 2 clusters Score -3985541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -3973333.500000 Penalty: 4895.049316
	Iteration 0F: 3 clusters Score -3973334 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3977840.500000 Penalty: 4895.049316
	Iteration 1F: 3 clusters Score -3977840 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -3978186.250000 Penalty: 4895.049316
	Iteration 2F: 3 clusters Score -3978186 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3978441.500000 Penalty: 4895.049316
	Iteration 3Q: 3 clusters Score -3978442 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3978701.500000 Penalty: 4895.049316
	Iteration 4Q: 3 clusters Score -3978702 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3978950.000000 Penalty: 4895.049316
	Iteration 5Q: 3 clusters Score -3978950 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3979165.000000 Penalty: 4895.049316
	Iteration 6Q: 3 clusters Score -3979165 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3979389.000000 Penalty: 4895.049316
	Iteration 7F: 3 clusters Score -3979389 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3979814.750000 Penalty: 4895.049316
	Iteration 8F: 3 clusters Score -3979815 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3980508.250000 Penalty: 4895.049316
	Iteration 9F: 3 clusters Score -3980508 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3981155.500000 Penalty: 4895.049316
	Iteration 10F: 3 clusters Score -3981156 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3981787.750000 Penalty: 4895.049316
	Iteration 11Q: 3 clusters Score -3981788 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3982282.750000 Penalty: 4895.049316
	Iteration 12Q: 3 clusters Score -3982283 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -3982543.500000 Penalty: 4895.049316
	Iteration 13Q: 3 clusters Score -3982544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3982788.250000 Penalty: 4895.049316
	Iteration 14Q: 3 clusters Score -3982788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3982954.750000 Penalty: 4895.049316
	Iteration 15Q: 3 clusters Score -3982955 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3983044.000000 Penalty: 4895.049316
	Iteration 16Q: 3 clusters Score -3983044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3983107.250000 Penalty: 4895.049316
	Iteration 17Q: 3 clusters Score -3983107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3983179.250000 Penalty: 4895.049316
	Iteration 18Q: 3 clusters Score -3983179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3983236.750000 Penalty: 4895.049316
	Iteration 19Q: 3 clusters Score -3983237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3983277.750000 Penalty: 4895.049316
	Iteration 20F: 3 clusters Score -3983278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3983296.000000 Penalty: 4895.049316
	Iteration 21Q: 3 clusters Score -3983296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3983299.000000 Penalty: 4895.049316
	Iteration 22Q: 3 clusters Score -3983299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3983312.750000 Penalty: 4895.049316
	Iteration 23Q: 3 clusters Score -3983313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3983320.750000 Penalty: 4895.049316
	Iteration 24Q: 3 clusters Score -3983321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3983327.250000 Penalty: 4895.049316
	Iteration 25Q: 3 clusters Score -3983327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3983345.500000 Penalty: 4895.049316
	Iteration 26Q: 3 clusters Score -3983346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3983367.750000 Penalty: 4895.049316
	Iteration 27Q: 3 clusters Score -3983368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3983375.000000 Penalty: 4895.049316
	Iteration 28Q: 3 clusters Score -3983375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3983385.750000 Penalty: 4895.049316
	Iteration 29Q: 3 clusters Score -3983386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3983390.000000 Penalty: 4895.049316
	Iteration 30Q: 3 clusters Score -3983390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3983396.750000 Penalty: 4895.049316
	Iteration 31Q: 3 clusters Score -3983397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3983393.250000 Penalty: 4895.049316
	Iteration 32Q: 3 clusters Score -3983393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -3983397.000000 Penalty: 4895.049316
	Iteration 33Q: 3 clusters Score -3983397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3983406.500000 Penalty: 4895.049316
	Iteration 34Q: 3 clusters Score -3983406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -3983406.500000 Penalty: 4895.049316
	Iteration 35Q: 3 clusters Score -3983406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3983407.500000 Penalty: 4895.049316
	Iteration 36Q: 3 clusters Score -3983408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3983405.750000 Penalty: 4895.049316
	Iteration 37Q: 3 clusters Score -3983406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3983405.750000 Penalty: 4895.049316
	Iteration 38F: 3 clusters Score -3983406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (30878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Entering Unmasked Estep 
Score: -5788444.500000 Penalty: 2563.774170
	Iteration 0F: 2 clusters Score -5788444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5767584.500000 Penalty: 5127.548340
	Iteration 0F: 3 clusters Score -5767584 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5775048.000000 Penalty: 5127.548340
	Iteration 1F: 3 clusters Score -5775048 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -5775438.000000 Penalty: 5127.548340
	Iteration 2Q: 3 clusters Score -5775438 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -5775767.000000 Penalty: 5127.548340
	Iteration 3Q: 3 clusters Score -5775767 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5776065.000000 Penalty: 5127.548340
	Iteration 4Q: 3 clusters Score -5776065 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -5776307.000000 Penalty: 5127.548340
	Iteration 5Q: 3 clusters Score -5776307 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -5776544.000000 Penalty: 5127.548340
	Iteration 6Q: 3 clusters Score -5776544 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5776851.000000 Penalty: 5127.548340
	Iteration 7Q: 3 clusters Score -5776851 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -5777208.500000 Penalty: 5127.548340
	Iteration 8Q: 3 clusters Score -5777208 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -5777737.000000 Penalty: 5127.548340
	Iteration 9Q: 3 clusters Score -5777737 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -5778455.500000 Penalty: 5127.548340
	Iteration 10Q: 3 clusters Score -5778456 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5779508.000000 Penalty: 5127.548340
	Iteration 11F: 3 clusters Score -5779508 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -5780885.500000 Penalty: 5127.548340
	Iteration 12F: 3 clusters Score -5780886 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5782444.000000 Penalty: 5127.548340
	Iteration 13F: 3 clusters Score -5782444 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5783660.500000 Penalty: 5127.548340
	Iteration 14Q: 3 clusters Score -5783660 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5784465.500000 Penalty: 5127.548340
	Iteration 15Q: 3 clusters Score -5784466 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5785082.000000 Penalty: 5127.548340
	Iteration 16Q: 3 clusters Score -5785082 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5785440.000000 Penalty: 5127.548340
	Iteration 17Q: 3 clusters Score -5785440 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5785659.000000 Penalty: 5127.548340
	Iteration 18Q: 3 clusters Score -5785659 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5785813.500000 Penalty: 5127.548340
	Iteration 19Q: 3 clusters Score -5785814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5785921.000000 Penalty: 5127.548340
	Iteration 20F: 3 clusters Score -5785921 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5785992.000000 Penalty: 5127.548340
	Iteration 21Q: 3 clusters Score -5785992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5786044.500000 Penalty: 5127.548340
	Iteration 22Q: 3 clusters Score -5786044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5786076.000000 Penalty: 5127.548340
	Iteration 23Q: 3 clusters Score -5786076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5786115.000000 Penalty: 5127.548340
	Iteration 24Q: 3 clusters Score -5786115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5786148.500000 Penalty: 5127.548340
	Iteration 25Q: 3 clusters Score -5786148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5786163.500000 Penalty: 5127.548340
	Iteration 26Q: 3 clusters Score -5786164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5786181.500000 Penalty: 5127.548340
	Iteration 27Q: 3 clusters Score -5786182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5786200.000000 Penalty: 5127.548340
	Iteration 28Q: 3 clusters Score -5786200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5786216.000000 Penalty: 5127.548340
	Iteration 29Q: 3 clusters Score -5786216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5786232.500000 Penalty: 5127.548340
	Iteration 30Q: 3 clusters Score -5786232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5786232.000000 Penalty: 5127.548340
	Iteration 31Q: 3 clusters Score -5786232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5786225.000000 Penalty: 5127.548340
	Iteration 32Q: 3 clusters Score -5786225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5786231.500000 Penalty: 5127.548340
	Iteration 33Q: 3 clusters Score -5786232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5786228.500000 Penalty: 5127.548340
	Iteration 34Q: 3 clusters Score -5786228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5786228.500000 Penalty: 5127.548340
	Iteration 35F: 3 clusters Score -5786228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Entering Unmasked Estep 
Score: -5538439.500000 Penalty: 2544.186523
	Iteration 0F: 2 clusters Score -5538440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -5519774.000000 Penalty: 5088.373047
	Iteration 0F: 3 clusters Score -5519774 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -5526635.000000 Penalty: 5088.373047
	Iteration 1F: 3 clusters Score -5526635 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -5527020.500000 Penalty: 5088.373047
	Iteration 2Q: 3 clusters Score -5527020 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -5527310.000000 Penalty: 5088.373047
	Iteration 3Q: 3 clusters Score -5527310 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -5527528.500000 Penalty: 5088.373047
	Iteration 4Q: 3 clusters Score -5527528 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -5527790.500000 Penalty: 5088.373047
	Iteration 5Q: 3 clusters Score -5527790 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -5528018.000000 Penalty: 5088.373047
	Iteration 6Q: 3 clusters Score -5528018 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5528271.500000 Penalty: 5088.373047
	Iteration 7Q: 3 clusters Score -5528272 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -5528557.500000 Penalty: 5088.373047
	Iteration 8Q: 3 clusters Score -5528558 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -5528934.000000 Penalty: 5088.373047
	Iteration 9Q: 3 clusters Score -5528934 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5529440.500000 Penalty: 5088.373047
	Iteration 10Q: 3 clusters Score -5529440 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -5530273.500000 Penalty: 5088.373047
	Iteration 11Q: 3 clusters Score -5530274 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5531395.000000 Penalty: 5088.373047
	Iteration 12F: 3 clusters Score -5531395 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5532456.000000 Penalty: 5088.373047
	Iteration 13F: 3 clusters Score -5532456 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -5533148.500000 Penalty: 5088.373047
	Iteration 14Q: 3 clusters Score -5533148 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5533504.000000 Penalty: 5088.373047
	Iteration 15Q: 3 clusters Score -5533504 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5533720.000000 Penalty: 5088.373047
	Iteration 16Q: 3 clusters Score -5533720 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5533866.500000 Penalty: 5088.373047
	Iteration 17Q: 3 clusters Score -5533866 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5533963.500000 Penalty: 5088.373047
	Iteration 18Q: 3 clusters Score -5533964 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -5534126.000000 Penalty: 5088.373047
	Iteration 19Q: 3 clusters Score -5534126 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5534225.000000 Penalty: 5088.373047
	Iteration 20F: 3 clusters Score -5534225 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -5534363.000000 Penalty: 5088.373047
	Iteration 21Q: 3 clusters Score -5534363 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -5534478.000000 Penalty: 5088.373047
	Iteration 22Q: 3 clusters Score -5534478 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -5534570.000000 Penalty: 5088.373047
	Iteration 23Q: 3 clusters Score -5534570 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -5534652.500000 Penalty: 5088.373047
	Iteration 24Q: 3 clusters Score -5534652 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -5534699.000000 Penalty: 5088.373047
	Iteration 25Q: 3 clusters Score -5534699 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -5534725.000000 Penalty: 5088.373047
	Iteration 26Q: 3 clusters Score -5534725 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5534778.500000 Penalty: 5088.373047
	Iteration 27Q: 3 clusters Score -5534778 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -5534812.000000 Penalty: 5088.373047
	Iteration 28Q: 3 clusters Score -5534812 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5534824.500000 Penalty: 5088.373047
	Iteration 29Q: 3 clusters Score -5534824 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -5534878.000000 Penalty: 5088.373047
	Iteration 30Q: 3 clusters Score -5534878 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5534947.500000 Penalty: 5088.373047
	Iteration 31Q: 3 clusters Score -5534948 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5534980.000000 Penalty: 5088.373047
	Iteration 32Q: 3 clusters Score -5534980 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5535026.000000 Penalty: 5088.373047
	Iteration 33Q: 3 clusters Score -5535026 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -5535140.500000 Penalty: 5088.373047
	Iteration 34Q: 3 clusters Score -5535140 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5535298.000000 Penalty: 5088.373047
	Iteration 35Q: 3 clusters Score -5535298 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -5535403.000000 Penalty: 5088.373047
	Iteration 36Q: 3 clusters Score -5535403 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5535525.500000 Penalty: 5088.373047
	Iteration 37Q: 3 clusters Score -5535526 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -5535619.000000 Penalty: 5088.373047
	Iteration 38Q: 3 clusters Score -5535619 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -5535693.000000 Penalty: 5088.373047
	Iteration 39Q: 3 clusters Score -5535693 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -5535751.500000 Penalty: 5088.373047
	Iteration 40F: 3 clusters Score -5535752 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -5535800.500000 Penalty: 5088.373047
	Iteration 41Q: 3 clusters Score -5535800 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5535835.500000 Penalty: 5088.373047
	Iteration 42Q: 3 clusters Score -5535836 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5535886.500000 Penalty: 5088.373047
	Iteration 43Q: 3 clusters Score -5535886 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5535926.500000 Penalty: 5088.373047
	Iteration 44Q: 3 clusters Score -5535926 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5535975.500000 Penalty: 5088.373047
	Iteration 45Q: 3 clusters Score -5535976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -5535982.500000 Penalty: 5088.373047
	Iteration 46Q: 3 clusters Score -5535982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5536030.000000 Penalty: 5088.373047
	Iteration 47Q: 3 clusters Score -5536030 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5536066.500000 Penalty: 5088.373047
	Iteration 48Q: 3 clusters Score -5536066 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -5536088.500000 Penalty: 5088.373047
	Iteration 49Q: 3 clusters Score -5536088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5536113.500000 Penalty: 5088.373047
	Iteration 50Q: 3 clusters Score -5536114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -5536126.000000 Penalty: 5088.373047
	Iteration 51Q: 3 clusters Score -5536126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5536151.500000 Penalty: 5088.373047
	Iteration 52Q: 3 clusters Score -5536152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -5536174.500000 Penalty: 5088.373047
	Iteration 53Q: 3 clusters Score -5536174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -5536187.500000 Penalty: 5088.373047
	Iteration 54Q: 3 clusters Score -5536188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5536206.500000 Penalty: 5088.373047
	Iteration 55Q: 3 clusters Score -5536206 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5536232.500000 Penalty: 5088.373047
	Iteration 56Q: 3 clusters Score -5536232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5536236.500000 Penalty: 5088.373047
	Iteration 57Q: 3 clusters Score -5536236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -5536263.500000 Penalty: 5088.373047
	Iteration 58Q: 3 clusters Score -5536264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -5536285.000000 Penalty: 5088.373047
	Iteration 59Q: 3 clusters Score -5536285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5536282.000000 Penalty: 5088.373047
	Iteration 60F: 3 clusters Score -5536282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5536293.500000 Penalty: 5088.373047
	Iteration 61Q: 3 clusters Score -5536294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5536295.000000 Penalty: 5088.373047
	Iteration 62Q: 3 clusters Score -5536295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5536300.000000 Penalty: 5088.373047
	Iteration 63Q: 3 clusters Score -5536300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -5536312.500000 Penalty: 5088.373047
	Iteration 64Q: 3 clusters Score -5536312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -5536321.500000 Penalty: 5088.373047
	Iteration 65Q: 3 clusters Score -5536322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -5536319.500000 Penalty: 5088.373047
	Iteration 66Q: 3 clusters Score -5536320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5536316.500000 Penalty: 5088.373047
	Iteration 67Q: 3 clusters Score -5536316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -5536318.500000 Penalty: 5088.373047
	Iteration 68Q: 3 clusters Score -5536318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5536328.500000 Penalty: 5088.373047
	Iteration 69Q: 3 clusters Score -5536328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5536334.000000 Penalty: 5088.373047
	Iteration 70Q: 3 clusters Score -5536334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5536349.500000 Penalty: 5088.373047
	Iteration 71Q: 3 clusters Score -5536350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5536349.000000 Penalty: 5088.373047
	Iteration 72Q: 3 clusters Score -5536349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5536350.500000 Penalty: 5088.373047
	Iteration 73Q: 3 clusters Score -5536350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -5536357.500000 Penalty: 5088.373047
	Iteration 74Q: 3 clusters Score -5536358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5536351.500000 Penalty: 5088.373047
	Iteration 75Q: 3 clusters Score -5536352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -5536356.000000 Penalty: 5088.373047
	Iteration 76Q: 3 clusters Score -5536356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -5536359.000000 Penalty: 5088.373047
	Iteration 77Q: 3 clusters Score -5536359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5536354.500000 Penalty: 5088.373047
	Iteration 78Q: 3 clusters Score -5536354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5536356.000000 Penalty: 5088.373047
	Iteration 79Q: 3 clusters Score -5536356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5536359.000000 Penalty: 5088.373047
	Iteration 80F: 3 clusters Score -5536359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5536357.000000 Penalty: 5088.373047
	Iteration 81Q: 3 clusters Score -5536357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5536357.000000 Penalty: 5088.373047
	Iteration 82F: 3 clusters Score -5536357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Entering Unmasked Estep 
Score: -5563355.000000 Penalty: 2546.013672
	Iteration 0F: 2 clusters Score -5563355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5544370.500000 Penalty: 5092.027344
	Iteration 0F: 3 clusters Score -5544370 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -5551286.500000 Penalty: 5092.027344
	Iteration 1F: 3 clusters Score -5551286 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5551728.000000 Penalty: 5092.027344
	Iteration 2Q: 3 clusters Score -5551728 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -5552131.000000 Penalty: 5092.027344
	Iteration 3Q: 3 clusters Score -5552131 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5552602.500000 Penalty: 5092.027344
	Iteration 4Q: 3 clusters Score -5552602 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -5553151.000000 Penalty: 5092.027344
	Iteration 5Q: 3 clusters Score -5553151 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -5553956.000000 Penalty: 5092.027344
	Iteration 6F: 3 clusters Score -5553956 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -5555117.000000 Penalty: 5092.027344
	Iteration 7F: 3 clusters Score -5555117 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -5556425.000000 Penalty: 5092.027344
	Iteration 8F: 3 clusters Score -5556425 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5557997.000000 Penalty: 5092.027344
	Iteration 9F: 3 clusters Score -5557997 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5559214.000000 Penalty: 5092.027344
	Iteration 10Q: 3 clusters Score -5559214 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5560042.500000 Penalty: 5092.027344
	Iteration 11Q: 3 clusters Score -5560042 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5560644.500000 Penalty: 5092.027344
	Iteration 12Q: 3 clusters Score -5560644 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5561014.500000 Penalty: 5092.027344
	Iteration 13Q: 3 clusters Score -5561014 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5561225.000000 Penalty: 5092.027344
	Iteration 14Q: 3 clusters Score -5561225 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5561338.500000 Penalty: 5092.027344
	Iteration 15Q: 3 clusters Score -5561338 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5561413.000000 Penalty: 5092.027344
	Iteration 16Q: 3 clusters Score -5561413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -5561456.500000 Penalty: 5092.027344
	Iteration 17Q: 3 clusters Score -5561456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5561490.500000 Penalty: 5092.027344
	Iteration 18Q: 3 clusters Score -5561490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5561507.000000 Penalty: 5092.027344
	Iteration 19Q: 3 clusters Score -5561507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -5561530.500000 Penalty: 5092.027344
	Iteration 20F: 3 clusters Score -5561530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -5561542.000000 Penalty: 5092.027344
	Iteration 21Q: 3 clusters Score -5561542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -5561552.000000 Penalty: 5092.027344
	Iteration 22Q: 3 clusters Score -5561552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5561565.000000 Penalty: 5092.027344
	Iteration 23Q: 3 clusters Score -5561565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5561571.000000 Penalty: 5092.027344
	Iteration 24Q: 3 clusters Score -5561571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5561573.500000 Penalty: 5092.027344
	Iteration 25Q: 3 clusters Score -5561574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5561575.500000 Penalty: 5092.027344
	Iteration 26Q: 3 clusters Score -5561576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -5561579.000000 Penalty: 5092.027344
	Iteration 27Q: 3 clusters Score -5561579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5561578.500000 Penalty: 5092.027344
	Iteration 28Q: 3 clusters Score -5561578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5561578.000000 Penalty: 5092.027344
	Iteration 29Q: 3 clusters Score -5561578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5561583.500000 Penalty: 5092.027344
	Iteration 30Q: 3 clusters Score -5561584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5561581.500000 Penalty: 5092.027344
	Iteration 31Q: 3 clusters Score -5561582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5561579.000000 Penalty: 5092.027344
	Iteration 32Q: 3 clusters Score -5561579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5561580.500000 Penalty: 5092.027344
	Iteration 33Q: 3 clusters Score -5561580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5561580.500000 Penalty: 5092.027344
	Iteration 34F: 3 clusters Score -5561580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91427.437500 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91427.44 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91602.265625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91602.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91673.695312 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91673.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91691.593750 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91691.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91710.601562 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91724.843750 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91724.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91732.945312 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91732.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91737.070312 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91737.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -91740.625000 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -91740.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91741.437500 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -91741.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91741.437500 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -91741.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Entering Unmasked Estep 
Score: -5501832.500000 Penalty: 2552.014648
	Iteration 0F: 2 clusters Score -5501832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5482120.500000 Penalty: 5104.029297
	Iteration 0F: 3 clusters Score -5482120 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5489153.000000 Penalty: 5104.029297
	Iteration 1F: 3 clusters Score -5489153 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5489606.000000 Penalty: 5104.029297
	Iteration 2Q: 3 clusters Score -5489606 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -5489948.000000 Penalty: 5104.029297
	Iteration 3Q: 3 clusters Score -5489948 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -5490251.500000 Penalty: 5104.029297
	Iteration 4Q: 3 clusters Score -5490252 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5490476.000000 Penalty: 5104.029297
	Iteration 5Q: 3 clusters Score -5490476 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -5490733.000000 Penalty: 5104.029297
	Iteration 6Q: 3 clusters Score -5490733 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5490996.500000 Penalty: 5104.029297
	Iteration 7Q: 3 clusters Score -5490996 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -5491212.000000 Penalty: 5104.029297
	Iteration 8Q: 3 clusters Score -5491212 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5491489.000000 Penalty: 5104.029297
	Iteration 9Q: 3 clusters Score -5491489 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5491794.500000 Penalty: 5104.029297
	Iteration 10Q: 3 clusters Score -5491794 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -5492225.000000 Penalty: 5104.029297
	Iteration 11Q: 3 clusters Score -5492225 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5492780.000000 Penalty: 5104.029297
	Iteration 12Q: 3 clusters Score -5492780 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -5493530.000000 Penalty: 5104.029297
	Iteration 13Q: 3 clusters Score -5493530 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -5494376.500000 Penalty: 5104.029297
	Iteration 14Q: 3 clusters Score -5494376 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -5495137.500000 Penalty: 5104.029297
	Iteration 15Q: 3 clusters Score -5495138 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -5495623.000000 Penalty: 5104.029297
	Iteration 16Q: 3 clusters Score -5495623 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -5495825.500000 Penalty: 5104.029297
	Iteration 17Q: 3 clusters Score -5495826 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5495927.500000 Penalty: 5104.029297
	Iteration 18Q: 3 clusters Score -5495928 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -5496010.500000 Penalty: 5104.029297
	Iteration 19Q: 3 clusters Score -5496010 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -5496072.500000 Penalty: 5104.029297
	Iteration 20F: 3 clusters Score -5496072 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5496120.000000 Penalty: 5104.029297
	Iteration 21Q: 3 clusters Score -5496120 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5496175.500000 Penalty: 5104.029297
	Iteration 22Q: 3 clusters Score -5496176 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -5496232.500000 Penalty: 5104.029297
	Iteration 23Q: 3 clusters Score -5496232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5496261.500000 Penalty: 5104.029297
	Iteration 24Q: 3 clusters Score -5496262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -5496326.500000 Penalty: 5104.029297
	Iteration 25Q: 3 clusters Score -5496326 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5496366.000000 Penalty: 5104.029297
	Iteration 26Q: 3 clusters Score -5496366 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -5496447.000000 Penalty: 5104.029297
	Iteration 27Q: 3 clusters Score -5496447 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -5496489.000000 Penalty: 5104.029297
	Iteration 28Q: 3 clusters Score -5496489 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5496532.500000 Penalty: 5104.029297
	Iteration 29Q: 3 clusters Score -5496532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5496590.500000 Penalty: 5104.029297
	Iteration 30Q: 3 clusters Score -5496590 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -5496662.000000 Penalty: 5104.029297
	Iteration 31Q: 3 clusters Score -5496662 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5496717.000000 Penalty: 5104.029297
	Iteration 32Q: 3 clusters Score -5496717 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -5496788.500000 Penalty: 5104.029297
	Iteration 33Q: 3 clusters Score -5496788 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5496844.000000 Penalty: 5104.029297
	Iteration 34Q: 3 clusters Score -5496844 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -5496902.500000 Penalty: 5104.029297
	Iteration 35Q: 3 clusters Score -5496902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -5496997.000000 Penalty: 5104.029297
	Iteration 36Q: 3 clusters Score -5496997 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -5497082.500000 Penalty: 5104.029297
	Iteration 37Q: 3 clusters Score -5497082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -5497183.000000 Penalty: 5104.029297
	Iteration 38Q: 3 clusters Score -5497183 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -5497301.000000 Penalty: 5104.029297
	Iteration 39Q: 3 clusters Score -5497301 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5497425.000000 Penalty: 5104.029297
	Iteration 40F: 3 clusters Score -5497425 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -5497534.000000 Penalty: 5104.029297
	Iteration 41Q: 3 clusters Score -5497534 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -5497663.500000 Penalty: 5104.029297
	Iteration 42Q: 3 clusters Score -5497664 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -5497827.500000 Penalty: 5104.029297
	Iteration 43Q: 3 clusters Score -5497828 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5497986.000000 Penalty: 5104.029297
	Iteration 44Q: 3 clusters Score -5497986 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5498126.500000 Penalty: 5104.029297
	Iteration 45Q: 3 clusters Score -5498126 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -5498272.500000 Penalty: 5104.029297
	Iteration 46Q: 3 clusters Score -5498272 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5498417.500000 Penalty: 5104.029297
	Iteration 47Q: 3 clusters Score -5498418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5498532.500000 Penalty: 5104.029297
	Iteration 48Q: 3 clusters Score -5498532 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -5498652.000000 Penalty: 5104.029297
	Iteration 49Q: 3 clusters Score -5498652 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5498801.500000 Penalty: 5104.029297
	Iteration 50Q: 3 clusters Score -5498802 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5498957.500000 Penalty: 5104.029297
	Iteration 51Q: 3 clusters Score -5498958 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5499078.000000 Penalty: 5104.029297
	Iteration 52Q: 3 clusters Score -5499078 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5499183.000000 Penalty: 5104.029297
	Iteration 53Q: 3 clusters Score -5499183 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5499252.500000 Penalty: 5104.029297
	Iteration 54Q: 3 clusters Score -5499252 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5499337.500000 Penalty: 5104.029297
	Iteration 55Q: 3 clusters Score -5499338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5499412.500000 Penalty: 5104.029297
	Iteration 56Q: 3 clusters Score -5499412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5499468.500000 Penalty: 5104.029297
	Iteration 57Q: 3 clusters Score -5499468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5499514.500000 Penalty: 5104.029297
	Iteration 58Q: 3 clusters Score -5499514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5499550.000000 Penalty: 5104.029297
	Iteration 59Q: 3 clusters Score -5499550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5499579.500000 Penalty: 5104.029297
	Iteration 60F: 3 clusters Score -5499580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5499590.500000 Penalty: 5104.029297
	Iteration 61Q: 3 clusters Score -5499590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5499602.500000 Penalty: 5104.029297
	Iteration 62Q: 3 clusters Score -5499602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5499616.500000 Penalty: 5104.029297
	Iteration 63Q: 3 clusters Score -5499616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5499645.000000 Penalty: 5104.029297
	Iteration 64Q: 3 clusters Score -5499645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5499655.000000 Penalty: 5104.029297
	Iteration 65Q: 3 clusters Score -5499655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5499665.500000 Penalty: 5104.029297
	Iteration 66Q: 3 clusters Score -5499666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5499685.500000 Penalty: 5104.029297
	Iteration 67Q: 3 clusters Score -5499686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5499690.000000 Penalty: 5104.029297
	Iteration 68Q: 3 clusters Score -5499690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5499697.000000 Penalty: 5104.029297
	Iteration 69Q: 3 clusters Score -5499697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5499700.500000 Penalty: 5104.029297
	Iteration 70Q: 3 clusters Score -5499700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5499701.500000 Penalty: 5104.029297
	Iteration 71Q: 3 clusters Score -5499702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5499702.500000 Penalty: 5104.029297
	Iteration 72Q: 3 clusters Score -5499702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5499700.500000 Penalty: 5104.029297
	Iteration 73Q: 3 clusters Score -5499700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5499702.000000 Penalty: 5104.029297
	Iteration 74Q: 3 clusters Score -5499702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5499702.000000 Penalty: 5104.029297
	Iteration 75F: 3 clusters Score -5499702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -217714.390625 Penalty: 1738.781006
	Iteration 0F: 2 clusters Score -217714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -215676.250000 Penalty: 3477.562012
	Iteration 0F: 3 clusters Score -215676.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -215962.843750 Penalty: 3477.562012
	Iteration 1F: 3 clusters Score -215962.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -216052.453125 Penalty: 3477.562012
	Iteration 2F: 3 clusters Score -216052.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -216090.937500 Penalty: 3477.562012
	Iteration 3Q: 3 clusters Score -216090.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -216120.156250 Penalty: 3477.562012
	Iteration 4Q: 3 clusters Score -216120.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -216142.062500 Penalty: 3477.562012
	Iteration 5Q: 3 clusters Score -216142.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -216154.406250 Penalty: 3477.562012
	Iteration 6Q: 3 clusters Score -216154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -216168.562500 Penalty: 3477.562012
	Iteration 7Q: 3 clusters Score -216168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216189.734375 Penalty: 3477.562012
	Iteration 8Q: 3 clusters Score -216189.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -216233.359375 Penalty: 3477.562012
	Iteration 9Q: 3 clusters Score -216233.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -216283.640625 Penalty: 3477.562012
	Iteration 10Q: 3 clusters Score -216283.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -216308.656250 Penalty: 3477.562012
	Iteration 11Q: 3 clusters Score -216308.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -216334.468750 Penalty: 3477.562012
	Iteration 12Q: 3 clusters Score -216334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -216360.343750 Penalty: 3477.562012
	Iteration 13Q: 3 clusters Score -216360.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -216382.578125 Penalty: 3477.562012
	Iteration 14Q: 3 clusters Score -216382.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -216416.171875 Penalty: 3477.562012
	Iteration 15Q: 3 clusters Score -216416.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -216458.250000 Penalty: 3477.562012
	Iteration 16Q: 3 clusters Score -216458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -216485.046875 Penalty: 3477.562012
	Iteration 17Q: 3 clusters Score -216485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -216510.468750 Penalty: 3477.562012
	Iteration 18Q: 3 clusters Score -216510.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -216535.593750 Penalty: 3477.562012
	Iteration 19Q: 3 clusters Score -216535.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -216557.375000 Penalty: 3477.562012
	Iteration 20F: 3 clusters Score -216557.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -216577.187500 Penalty: 3477.562012
	Iteration 21Q: 3 clusters Score -216577.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -216592.218750 Penalty: 3477.562012
	Iteration 22Q: 3 clusters Score -216592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -216600.281250 Penalty: 3477.562012
	Iteration 23Q: 3 clusters Score -216600.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -216608.828125 Penalty: 3477.562012
	Iteration 24Q: 3 clusters Score -216608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -216615.109375 Penalty: 3477.562012
	Iteration 25Q: 3 clusters Score -216615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216618.015625 Penalty: 3477.562012
	Iteration 26Q: 3 clusters Score -216618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216618.015625 Penalty: 3477.562012
	Iteration 27F: 3 clusters Score -216618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Entering Unmasked Estep 
Score: -1504044.000000 Penalty: 2227.986328
	Iteration 0F: 2 clusters Score -1504044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1497724.875000 Penalty: 4455.972656
	Iteration 0F: 3 clusters Score -1497725 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1499402.375000 Penalty: 4455.972656
	Iteration 1F: 3 clusters Score -1499402 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1499650.750000 Penalty: 4455.972656
	Iteration 2F: 3 clusters Score -1499651 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1499842.250000 Penalty: 4455.972656
	Iteration 3Q: 3 clusters Score -1499842 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1499998.000000 Penalty: 4455.972656
	Iteration 4Q: 3 clusters Score -1499998 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1500144.000000 Penalty: 4455.972656
	Iteration 5Q: 3 clusters Score -1500144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1500285.250000 Penalty: 4455.972656
	Iteration 6Q: 3 clusters Score -1500285 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1500436.250000 Penalty: 4455.972656
	Iteration 7Q: 3 clusters Score -1500436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1500599.125000 Penalty: 4455.972656
	Iteration 8Q: 3 clusters Score -1500599 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1500801.125000 Penalty: 4455.972656
	Iteration 9Q: 3 clusters Score -1500801 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1501033.375000 Penalty: 4455.972656
	Iteration 10Q: 3 clusters Score -1501033 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1501271.375000 Penalty: 4455.972656
	Iteration 11Q: 3 clusters Score -1501271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1501507.375000 Penalty: 4455.972656
	Iteration 12Q: 3 clusters Score -1501507 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1501704.375000 Penalty: 4455.972656
	Iteration 13Q: 3 clusters Score -1501704 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1501844.750000 Penalty: 4455.972656
	Iteration 14Q: 3 clusters Score -1501845 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1501939.125000 Penalty: 4455.972656
	Iteration 15Q: 3 clusters Score -1501939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1501999.000000 Penalty: 4455.972656
	Iteration 16Q: 3 clusters Score -1501999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1502034.375000 Penalty: 4455.972656
	Iteration 17Q: 3 clusters Score -1502034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1502059.125000 Penalty: 4455.972656
	Iteration 18Q: 3 clusters Score -1502059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1502082.375000 Penalty: 4455.972656
	Iteration 19Q: 3 clusters Score -1502082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1502094.625000 Penalty: 4455.972656
	Iteration 20F: 3 clusters Score -1502095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1502097.125000 Penalty: 4455.972656
	Iteration 21Q: 3 clusters Score -1502097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1502100.000000 Penalty: 4455.972656
	Iteration 22Q: 3 clusters Score -1502100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1502101.500000 Penalty: 4455.972656
	Iteration 23Q: 3 clusters Score -1502102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1502104.625000 Penalty: 4455.972656
	Iteration 24Q: 3 clusters Score -1502105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1502105.500000 Penalty: 4455.972656
	Iteration 25Q: 3 clusters Score -1502106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1502105.500000 Penalty: 4455.972656
	Iteration 26F: 3 clusters Score -1502106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (25801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Entering Unmasked Estep 
Score: -5006904.000000 Penalty: 2519.225830
	Iteration 0F: 2 clusters Score -5006904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -4989481.500000 Penalty: 5038.451660
	Iteration 0F: 3 clusters Score -4989482 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4995598.000000 Penalty: 5038.451660
	Iteration 1F: 3 clusters Score -4995598 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4995949.500000 Penalty: 5038.451660
	Iteration 2Q: 3 clusters Score -4995950 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -4996221.500000 Penalty: 5038.451660
	Iteration 3Q: 3 clusters Score -4996222 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4996414.000000 Penalty: 5038.451660
	Iteration 4Q: 3 clusters Score -4996414 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4996588.500000 Penalty: 5038.451660
	Iteration 5Q: 3 clusters Score -4996588 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4996723.000000 Penalty: 5038.451660
	Iteration 6Q: 3 clusters Score -4996723 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4996825.500000 Penalty: 5038.451660
	Iteration 7Q: 3 clusters Score -4996826 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4996951.000000 Penalty: 5038.451660
	Iteration 8Q: 3 clusters Score -4996951 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -4997069.500000 Penalty: 5038.451660
	Iteration 9Q: 3 clusters Score -4997070 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -4997177.000000 Penalty: 5038.451660
	Iteration 10Q: 3 clusters Score -4997177 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4997316.500000 Penalty: 5038.451660
	Iteration 11Q: 3 clusters Score -4997316 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4997482.000000 Penalty: 5038.451660
	Iteration 12Q: 3 clusters Score -4997482 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4997707.000000 Penalty: 5038.451660
	Iteration 13Q: 3 clusters Score -4997707 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4997994.000000 Penalty: 5038.451660
	Iteration 14Q: 3 clusters Score -4997994 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4998405.500000 Penalty: 5038.451660
	Iteration 15Q: 3 clusters Score -4998406 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4998969.500000 Penalty: 5038.451660
	Iteration 16Q: 3 clusters Score -4998970 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4999751.000000 Penalty: 5038.451660
	Iteration 17Q: 3 clusters Score -4999751 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -5000649.000000 Penalty: 5038.451660
	Iteration 18F: 3 clusters Score -5000649 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5001561.500000 Penalty: 5038.451660
	Iteration 19Q: 3 clusters Score -5001562 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5002590.000000 Penalty: 5038.451660
	Iteration 20F: 3 clusters Score -5002590 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5003346.500000 Penalty: 5038.451660
	Iteration 21Q: 3 clusters Score -5003346 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5003784.000000 Penalty: 5038.451660
	Iteration 22Q: 3 clusters Score -5003784 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5004056.500000 Penalty: 5038.451660
	Iteration 23Q: 3 clusters Score -5004056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5004260.000000 Penalty: 5038.451660
	Iteration 24Q: 3 clusters Score -5004260 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5004412.500000 Penalty: 5038.451660
	Iteration 25Q: 3 clusters Score -5004412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5004525.000000 Penalty: 5038.451660
	Iteration 26Q: 3 clusters Score -5004525 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5004582.500000 Penalty: 5038.451660
	Iteration 27Q: 3 clusters Score -5004582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5004624.000000 Penalty: 5038.451660
	Iteration 28Q: 3 clusters Score -5004624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5004649.500000 Penalty: 5038.451660
	Iteration 29Q: 3 clusters Score -5004650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5004665.000000 Penalty: 5038.451660
	Iteration 30Q: 3 clusters Score -5004665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5004674.000000 Penalty: 5038.451660
	Iteration 31Q: 3 clusters Score -5004674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5004677.000000 Penalty: 5038.451660
	Iteration 32Q: 3 clusters Score -5004677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5004680.500000 Penalty: 5038.451660
	Iteration 33Q: 3 clusters Score -5004680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5004686.500000 Penalty: 5038.451660
	Iteration 34Q: 3 clusters Score -5004686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5004688.500000 Penalty: 5038.451660
	Iteration 35Q: 3 clusters Score -5004688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5004691.000000 Penalty: 5038.451660
	Iteration 36Q: 3 clusters Score -5004691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5004696.500000 Penalty: 5038.451660
	Iteration 37Q: 3 clusters Score -5004696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5004710.500000 Penalty: 5038.451660
	Iteration 38Q: 3 clusters Score -5004710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5004719.000000 Penalty: 5038.451660
	Iteration 39Q: 3 clusters Score -5004719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5004720.000000 Penalty: 5038.451660
	Iteration 40F: 3 clusters Score -5004720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5004719.000000 Penalty: 5038.451660
	Iteration 41Q: 3 clusters Score -5004719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5004718.000000 Penalty: 5038.451660
	Iteration 42Q: 3 clusters Score -5004718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5004718.000000 Penalty: 5038.451660
	Iteration 43F: 3 clusters Score -5004718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21953.134766 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21953.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22024.445312 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22024.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22047.958984 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22047.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22072.564453 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22072.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22089.160156 Penalty: 2544.429688
	Iteration 4Q: 3 clusters Score -22089.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22093.130859 Penalty: 2544.429688
	Iteration 5Q: 3 clusters Score -22093.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22093.130859 Penalty: 2544.429688
	Iteration 6F: 3 clusters Score -22093.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Entering Unmasked Estep 
Score: -3991577.750000 Penalty: 2463.479736
	Iteration 0F: 2 clusters Score -3991578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3977203.750000 Penalty: 4926.959473
	Iteration 0F: 3 clusters Score -3977204 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3981879.000000 Penalty: 4926.959473
	Iteration 1F: 3 clusters Score -3981879 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -3982274.000000 Penalty: 4926.959473
	Iteration 2F: 3 clusters Score -3982274 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3982621.000000 Penalty: 4926.959473
	Iteration 3Q: 3 clusters Score -3982621 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3982977.750000 Penalty: 4926.959473
	Iteration 4Q: 3 clusters Score -3982978 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3983340.500000 Penalty: 4926.959473
	Iteration 5Q: 3 clusters Score -3983340 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3983776.250000 Penalty: 4926.959473
	Iteration 6Q: 3 clusters Score -3983776 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3984349.500000 Penalty: 4926.959473
	Iteration 7F: 3 clusters Score -3984350 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3985101.500000 Penalty: 4926.959473
	Iteration 8F: 3 clusters Score -3985102 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3986059.750000 Penalty: 4926.959473
	Iteration 9F: 3 clusters Score -3986060 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3987126.250000 Penalty: 4926.959473
	Iteration 10F: 3 clusters Score -3987126 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3988073.250000 Penalty: 4926.959473
	Iteration 11Q: 3 clusters Score -3988073 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3988699.000000 Penalty: 4926.959473
	Iteration 12Q: 3 clusters Score -3988699 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3989011.250000 Penalty: 4926.959473
	Iteration 13Q: 3 clusters Score -3989011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -3989177.500000 Penalty: 4926.959473
	Iteration 14Q: 3 clusters Score -3989178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3989270.000000 Penalty: 4926.959473
	Iteration 15Q: 3 clusters Score -3989270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3989311.250000 Penalty: 4926.959473
	Iteration 16Q: 3 clusters Score -3989311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3989336.750000 Penalty: 4926.959473
	Iteration 17Q: 3 clusters Score -3989337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3989356.250000 Penalty: 4926.959473
	Iteration 18Q: 3 clusters Score -3989356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3989361.500000 Penalty: 4926.959473
	Iteration 19Q: 3 clusters Score -3989362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3989364.750000 Penalty: 4926.959473
	Iteration 20F: 3 clusters Score -3989365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3989365.500000 Penalty: 4926.959473
	Iteration 21Q: 3 clusters Score -3989366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3989363.750000 Penalty: 4926.959473
	Iteration 22Q: 3 clusters Score -3989364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3989366.500000 Penalty: 4926.959473
	Iteration 23Q: 3 clusters Score -3989366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3989367.250000 Penalty: 4926.959473
	Iteration 24Q: 3 clusters Score -3989367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3989364.750000 Penalty: 4926.959473
	Iteration 25Q: 3 clusters Score -3989365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3989364.750000 Penalty: 4926.959473
	Iteration 26F: 3 clusters Score -3989365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -180747.031250 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180747 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181039.156250 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181039.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181135.781250 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181135.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181193.968750 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -181231.203125 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -181263.546875 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181263.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -181304.390625 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181304.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -181363.765625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181363.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -181423.953125 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -181503.578125 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181503.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -181582.765625 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181582.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -181661.656250 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181661.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -181758.031250 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -181914.265625 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181914.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -182124.046875 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -182124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182369.031250 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -182369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182595.296875 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -182595.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182744.843750 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -182744.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182846.562500 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -182846.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182888.359375 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -182888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182900.000000 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -182900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -182912.203125 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -182912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -182924.046875 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -182924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -182926.875000 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -182926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -182928.796875 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -182928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -182931.625000 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -182931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -182931.625000 Penalty: 3438.010010
	Iteration 26F: 3 clusters Score -182931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 25912 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 21971 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 17484 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27629 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 34687 members 
Mstep: Class 23 contains 26307 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37740 members 
Mstep: Class 26 contains 29177 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 20176 members 
Mstep: Class 30 contains 19323 members 
Mstep: Class 31 contains 30878 members 
Mstep: Class 32 contains 28533 members 
Mstep: Class 33 contains 28744 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29448 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7973 members 
Mstep: Class 38 contains 25801 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20607 members 
Mstep: Class 41 contains 587 members 
Mstep: Class 42 contains 19625 members 
Mstep: Class 43 contains 25192 members 
Mstep: Class 44 contains 19429 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20248 members 
Mstep: Class 48 contains 20361 members 
Mstep: Class 49 contains 26229 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18242 members 
Mstep: Class 52 contains 18791 members 
Mstep: Class 53 contains 24984 members 
Mstep: Class 54 contains 18869 members 
Mstep: Class 55 contains 19811 members 
Mstep: Class 56 contains 437 members 
Entering Unmasked Estep 
Score: -177482672.000000 Penalty: 190777.390625
Splitting cluster 41 changes total score from -177484416.000000 to -177482672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (19625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Entering Unmasked Estep 
Score: -4044559.250000 Penalty: 2451.370850
	Iteration 0F: 2 clusters Score -4044559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -4032177.000000 Penalty: 4902.741699
	Iteration 0F: 3 clusters Score -4032177 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -4036786.750000 Penalty: 4902.741699
	Iteration 1F: 3 clusters Score -4036787 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -4037144.750000 Penalty: 4902.741699
	Iteration 2F: 3 clusters Score -4037145 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4037461.250000 Penalty: 4902.741699
	Iteration 3Q: 3 clusters Score -4037461 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -4037747.250000 Penalty: 4902.741699
	Iteration 4Q: 3 clusters Score -4037747 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4038042.500000 Penalty: 4902.741699
	Iteration 5Q: 3 clusters Score -4038042 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4038302.000000 Penalty: 4902.741699
	Iteration 6Q: 3 clusters Score -4038302 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4038588.000000 Penalty: 4902.741699
	Iteration 7Q: 3 clusters Score -4038588 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4038933.250000 Penalty: 4902.741699
	Iteration 8Q: 3 clusters Score -4038933 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -4039538.250000 Penalty: 4902.741699
	Iteration 9Q: 3 clusters Score -4039538 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4040133.750000 Penalty: 4902.741699
	Iteration 10Q: 3 clusters Score -4040134 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4040675.000000 Penalty: 4902.741699
	Iteration 11Q: 3 clusters Score -4040675 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4041136.500000 Penalty: 4902.741699
	Iteration 12Q: 3 clusters Score -4041136 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4041409.500000 Penalty: 4902.741699
	Iteration 13Q: 3 clusters Score -4041410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -4041664.000000 Penalty: 4902.741699
	Iteration 14Q: 3 clusters Score -4041664 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -4041856.000000 Penalty: 4902.741699
	Iteration 15Q: 3 clusters Score -4041856 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4041981.250000 Penalty: 4902.741699
	Iteration 16Q: 3 clusters Score -4041981 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4042087.500000 Penalty: 4902.741699
	Iteration 17Q: 3 clusters Score -4042088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4042172.250000 Penalty: 4902.741699
	Iteration 18Q: 3 clusters Score -4042172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4042221.500000 Penalty: 4902.741699
	Iteration 19Q: 3 clusters Score -4042222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -4042272.000000 Penalty: 4902.741699
	Iteration 20F: 3 clusters Score -4042272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4042305.750000 Penalty: 4902.741699
	Iteration 21Q: 3 clusters Score -4042306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4042344.250000 Penalty: 4902.741699
	Iteration 22Q: 3 clusters Score -4042344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4042380.250000 Penalty: 4902.741699
	Iteration 23Q: 3 clusters Score -4042380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -4042408.000000 Penalty: 4902.741699
	Iteration 24Q: 3 clusters Score -4042408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4042417.250000 Penalty: 4902.741699
	Iteration 25Q: 3 clusters Score -4042417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4042426.250000 Penalty: 4902.741699
	Iteration 26Q: 3 clusters Score -4042426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -4042436.000000 Penalty: 4902.741699
	Iteration 27Q: 3 clusters Score -4042436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4042443.750000 Penalty: 4902.741699
	Iteration 28Q: 3 clusters Score -4042444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4042450.250000 Penalty: 4902.741699
	Iteration 29Q: 3 clusters Score -4042450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -4042462.250000 Penalty: 4902.741699
	Iteration 30Q: 3 clusters Score -4042462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4042463.250000 Penalty: 4902.741699
	Iteration 31Q: 3 clusters Score -4042463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -4042472.000000 Penalty: 4902.741699
	Iteration 32Q: 3 clusters Score -4042472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -4042474.250000 Penalty: 4902.741699
	Iteration 33Q: 3 clusters Score -4042474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4042487.000000 Penalty: 4902.741699
	Iteration 34Q: 3 clusters Score -4042487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4042505.750000 Penalty: 4902.741699
	Iteration 35Q: 3 clusters Score -4042506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4042512.250000 Penalty: 4902.741699
	Iteration 36Q: 3 clusters Score -4042512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4042516.000000 Penalty: 4902.741699
	Iteration 37Q: 3 clusters Score -4042516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4042518.750000 Penalty: 4902.741699
	Iteration 38Q: 3 clusters Score -4042519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4042523.000000 Penalty: 4902.741699
	Iteration 39Q: 3 clusters Score -4042523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4042523.000000 Penalty: 4902.741699
	Iteration 40F: 3 clusters Score -4042523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Entering Unmasked Estep 
Score: -5147779.000000 Penalty: 2513.302002
	Iteration 0F: 2 clusters Score -5147779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5132436.500000 Penalty: 5026.604004
	Iteration 0F: 3 clusters Score -5132436 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -5138531.000000 Penalty: 5026.604004
	Iteration 1F: 3 clusters Score -5138531 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -5138990.500000 Penalty: 5026.604004
	Iteration 2F: 3 clusters Score -5138990 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -5139455.000000 Penalty: 5026.604004
	Iteration 3Q: 3 clusters Score -5139455 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5140013.000000 Penalty: 5026.604004
	Iteration 4Q: 3 clusters Score -5140013 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5140723.500000 Penalty: 5026.604004
	Iteration 5F: 3 clusters Score -5140724 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -5141710.500000 Penalty: 5026.604004
	Iteration 6F: 3 clusters Score -5141710 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -5143006.500000 Penalty: 5026.604004
	Iteration 7F: 3 clusters Score -5143006 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5144733.000000 Penalty: 5026.604004
	Iteration 8F: 3 clusters Score -5144733 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -5146250.500000 Penalty: 5026.604004
	Iteration 9F: 3 clusters Score -5146250 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5146924.000000 Penalty: 5026.604004
	Iteration 10Q: 3 clusters Score -5146924 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -5147159.000000 Penalty: 5026.604004
	Iteration 11Q: 3 clusters Score -5147159 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5147235.000000 Penalty: 5026.604004
	Iteration 12Q: 3 clusters Score -5147235 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -5147331.000000 Penalty: 5026.604004
	Iteration 13Q: 3 clusters Score -5147331 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -5147380.000000 Penalty: 5026.604004
	Iteration 14Q: 3 clusters Score -5147380 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5147408.500000 Penalty: 5026.604004
	Iteration 15Q: 3 clusters Score -5147408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -5147413.000000 Penalty: 5026.604004
	Iteration 16Q: 3 clusters Score -5147413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -5147415.500000 Penalty: 5026.604004
	Iteration 17Q: 3 clusters Score -5147416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5147417.500000 Penalty: 5026.604004
	Iteration 18Q: 3 clusters Score -5147418 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -5147422.000000 Penalty: 5026.604004
	Iteration 19Q: 3 clusters Score -5147422 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5147447.000000 Penalty: 5026.604004
	Iteration 20F: 3 clusters Score -5147447 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5147445.000000 Penalty: 5026.604004
	Iteration 21Q: 3 clusters Score -5147445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -5147438.500000 Penalty: 5026.604004
	Iteration 22Q: 3 clusters Score -5147438 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -5147416.000000 Penalty: 5026.604004
	Iteration 23Q: 3 clusters Score -5147416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5147411.500000 Penalty: 5026.604004
	Iteration 24Q: 3 clusters Score -5147412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -5147386.500000 Penalty: 5026.604004
	Iteration 25Q: 3 clusters Score -5147386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5147377.500000 Penalty: 5026.604004
	Iteration 26Q: 3 clusters Score -5147378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5147330.000000 Penalty: 5026.604004
	Iteration 27Q: 3 clusters Score -5147330 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5147324.500000 Penalty: 5026.604004
	Iteration 28Q: 3 clusters Score -5147324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -5147301.000000 Penalty: 5026.604004
	Iteration 29Q: 3 clusters Score -5147301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5147310.000000 Penalty: 5026.604004
	Iteration 30Q: 3 clusters Score -5147310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -5147287.500000 Penalty: 5026.604004
	Iteration 31Q: 3 clusters Score -5147288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -5147277.000000 Penalty: 5026.604004
	Iteration 32Q: 3 clusters Score -5147277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5147253.500000 Penalty: 5026.604004
	Iteration 33Q: 3 clusters Score -5147254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5147235.000000 Penalty: 5026.604004
	Iteration 34Q: 3 clusters Score -5147235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5147235.500000 Penalty: 5026.604004
	Iteration 35Q: 3 clusters Score -5147236 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5147217.000000 Penalty: 5026.604004
	Iteration 36Q: 3 clusters Score -5147217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5147187.500000 Penalty: 5026.604004
	Iteration 37Q: 3 clusters Score -5147188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5147182.500000 Penalty: 5026.604004
	Iteration 38Q: 3 clusters Score -5147182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -5147185.500000 Penalty: 5026.604004
	Iteration 39Q: 3 clusters Score -5147186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5147183.000000 Penalty: 5026.604004
	Iteration 40F: 3 clusters Score -5147183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5147176.000000 Penalty: 5026.604004
	Iteration 41Q: 3 clusters Score -5147176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -5147158.500000 Penalty: 5026.604004
	Iteration 42Q: 3 clusters Score -5147158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -5147152.000000 Penalty: 5026.604004
	Iteration 43Q: 3 clusters Score -5147152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5147151.000000 Penalty: 5026.604004
	Iteration 44Q: 3 clusters Score -5147151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5147148.500000 Penalty: 5026.604004
	Iteration 45Q: 3 clusters Score -5147148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5147146.500000 Penalty: 5026.604004
	Iteration 46Q: 3 clusters Score -5147146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5147138.500000 Penalty: 5026.604004
	Iteration 47Q: 3 clusters Score -5147138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5147134.500000 Penalty: 5026.604004
	Iteration 48Q: 3 clusters Score -5147134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5147141.500000 Penalty: 5026.604004
	Iteration 49Q: 3 clusters Score -5147142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5147153.000000 Penalty: 5026.604004
	Iteration 50Q: 3 clusters Score -5147153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5147155.000000 Penalty: 5026.604004
	Iteration 51Q: 3 clusters Score -5147155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5147149.000000 Penalty: 5026.604004
	Iteration 52Q: 3 clusters Score -5147149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5147149.500000 Penalty: 5026.604004
	Iteration 53Q: 3 clusters Score -5147150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5147144.000000 Penalty: 5026.604004
	Iteration 54Q: 3 clusters Score -5147144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5147148.500000 Penalty: 5026.604004
	Iteration 55Q: 3 clusters Score -5147148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -5147141.500000 Penalty: 5026.604004
	Iteration 56Q: 3 clusters Score -5147142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5147148.500000 Penalty: 5026.604004
	Iteration 57Q: 3 clusters Score -5147148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5147154.000000 Penalty: 5026.604004
	Iteration 58Q: 3 clusters Score -5147154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -5147148.500000 Penalty: 5026.604004
	Iteration 59Q: 3 clusters Score -5147148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5147149.000000 Penalty: 5026.604004
	Iteration 60F: 3 clusters Score -5147149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5147148.000000 Penalty: 5026.604004
	Iteration 61Q: 3 clusters Score -5147148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5147148.500000 Penalty: 5026.604004
	Iteration 62Q: 3 clusters Score -5147148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5147138.500000 Penalty: 5026.604004
	Iteration 63Q: 3 clusters Score -5147138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -5147143.000000 Penalty: 5026.604004
	Iteration 64Q: 3 clusters Score -5147143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5147136.500000 Penalty: 5026.604004
	Iteration 65Q: 3 clusters Score -5147136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -5147135.500000 Penalty: 5026.604004
	Iteration 66Q: 3 clusters Score -5147136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5147135.000000 Penalty: 5026.604004
	Iteration 67Q: 3 clusters Score -5147135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5147134.500000 Penalty: 5026.604004
	Iteration 68Q: 3 clusters Score -5147134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5147135.500000 Penalty: 5026.604004
	Iteration 69Q: 3 clusters Score -5147136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5147136.500000 Penalty: 5026.604004
	Iteration 70Q: 3 clusters Score -5147136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5147136.500000 Penalty: 5026.604004
	Iteration 71F: 3 clusters Score -5147136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Entering Unmasked Estep 
Score: -4000287.250000 Penalty: 2448.881592
	Iteration 0F: 2 clusters Score -4000287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3988048.500000 Penalty: 4897.763184
	Iteration 0F: 3 clusters Score -3988048 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3992723.500000 Penalty: 4897.763184
	Iteration 1F: 3 clusters Score -3992724 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3993195.500000 Penalty: 4897.763184
	Iteration 2F: 3 clusters Score -3993196 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -3993581.250000 Penalty: 4897.763184
	Iteration 3F: 3 clusters Score -3993581 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3993938.500000 Penalty: 4897.763184
	Iteration 4Q: 3 clusters Score -3993938 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3994390.500000 Penalty: 4897.763184
	Iteration 5Q: 3 clusters Score -3994390 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3994953.000000 Penalty: 4897.763184
	Iteration 6Q: 3 clusters Score -3994953 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3995576.250000 Penalty: 4897.763184
	Iteration 7Q: 3 clusters Score -3995576 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3996274.250000 Penalty: 4897.763184
	Iteration 8Q: 3 clusters Score -3996274 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3996959.750000 Penalty: 4897.763184
	Iteration 9Q: 3 clusters Score -3996960 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3997497.000000 Penalty: 4897.763184
	Iteration 10Q: 3 clusters Score -3997497 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3997838.000000 Penalty: 4897.763184
	Iteration 11Q: 3 clusters Score -3997838 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3998099.500000 Penalty: 4897.763184
	Iteration 12Q: 3 clusters Score -3998100 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3998297.000000 Penalty: 4897.763184
	Iteration 13Q: 3 clusters Score -3998297 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3998391.750000 Penalty: 4897.763184
	Iteration 14Q: 3 clusters Score -3998392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3998487.250000 Penalty: 4897.763184
	Iteration 15Q: 3 clusters Score -3998487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3998594.000000 Penalty: 4897.763184
	Iteration 16Q: 3 clusters Score -3998594 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3998671.500000 Penalty: 4897.763184
	Iteration 17Q: 3 clusters Score -3998672 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3998700.500000 Penalty: 4897.763184
	Iteration 18Q: 3 clusters Score -3998700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3998715.250000 Penalty: 4897.763184
	Iteration 19Q: 3 clusters Score -3998715 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3998716.500000 Penalty: 4897.763184
	Iteration 20F: 3 clusters Score -3998716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3998725.750000 Penalty: 4897.763184
	Iteration 21Q: 3 clusters Score -3998726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3998733.000000 Penalty: 4897.763184
	Iteration 22Q: 3 clusters Score -3998733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -3998744.250000 Penalty: 4897.763184
	Iteration 23Q: 3 clusters Score -3998744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3998740.750000 Penalty: 4897.763184
	Iteration 24Q: 3 clusters Score -3998741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3998742.500000 Penalty: 4897.763184
	Iteration 25Q: 3 clusters Score -3998742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3998716.250000 Penalty: 4897.763184
	Iteration 26Q: 3 clusters Score -3998716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3998711.750000 Penalty: 4897.763184
	Iteration 27Q: 3 clusters Score -3998712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3998699.750000 Penalty: 4897.763184
	Iteration 28Q: 3 clusters Score -3998700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3998701.500000 Penalty: 4897.763184
	Iteration 29Q: 3 clusters Score -3998702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3998706.750000 Penalty: 4897.763184
	Iteration 30Q: 3 clusters Score -3998707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3998696.000000 Penalty: 4897.763184
	Iteration 31Q: 3 clusters Score -3998696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3998708.500000 Penalty: 4897.763184
	Iteration 32Q: 3 clusters Score -3998708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3998689.500000 Penalty: 4897.763184
	Iteration 33Q: 3 clusters Score -3998690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -3998687.750000 Penalty: 4897.763184
	Iteration 34Q: 3 clusters Score -3998688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -3998704.500000 Penalty: 4897.763184
	Iteration 35Q: 3 clusters Score -3998704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3998704.750000 Penalty: 4897.763184
	Iteration 36Q: 3 clusters Score -3998705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3998700.750000 Penalty: 4897.763184
	Iteration 37Q: 3 clusters Score -3998701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3998703.500000 Penalty: 4897.763184
	Iteration 38Q: 3 clusters Score -3998704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -3998701.000000 Penalty: 4897.763184
	Iteration 39Q: 3 clusters Score -3998701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -3998699.250000 Penalty: 4897.763184
	Iteration 40F: 3 clusters Score -3998699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3998702.000000 Penalty: 4897.763184
	Iteration 41Q: 3 clusters Score -3998702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3998707.750000 Penalty: 4897.763184
	Iteration 42Q: 3 clusters Score -3998708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3998703.500000 Penalty: 4897.763184
	Iteration 43Q: 3 clusters Score -3998704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3998716.250000 Penalty: 4897.763184
	Iteration 44Q: 3 clusters Score -3998716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3998713.000000 Penalty: 4897.763184
	Iteration 45Q: 3 clusters Score -3998713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3998709.000000 Penalty: 4897.763184
	Iteration 46Q: 3 clusters Score -3998709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3998718.000000 Penalty: 4897.763184
	Iteration 47Q: 3 clusters Score -3998718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3998718.000000 Penalty: 4897.763184
	Iteration 48F: 3 clusters Score -3998718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -730921.062500 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -730921.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -727088.062500 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -727088.1 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -727911.312500 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -727911.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -728105.312500 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -728105.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -728226.500000 Penalty: 4093.084229
	Iteration 3F: 3 clusters Score -728226.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -728306.812500 Penalty: 4093.084229
	Iteration 4Q: 3 clusters Score -728306.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -728358.812500 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -728358.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -728401.562500 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -728401.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -728433.312500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -728433.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -728460.937500 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -728460.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -728488.750000 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -728488.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -728516.250000 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -728516.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -728536.437500 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -728536.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -728555.750000 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -728555.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -728567.375000 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -728567.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -728579.187500 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -728579.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -728588.812500 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -728588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -728595.062500 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -728595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -728597.312500 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -728597.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -728601.562500 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -728601.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -728602.250000 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -728602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -728605.125000 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -728605.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -728609.187500 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -728609.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -728610.812500 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -728610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -728613.312500 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -728613.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -728617.812500 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -728617.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -728619.812500 Penalty: 4093.084229
	Iteration 25Q: 3 clusters Score -728619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -728620.750000 Penalty: 4093.084229
	Iteration 26Q: 3 clusters Score -728620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -728624.250000 Penalty: 4093.084229
	Iteration 27Q: 3 clusters Score -728624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -728624.312500 Penalty: 4093.084229
	Iteration 28Q: 3 clusters Score -728624.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -728625.687500 Penalty: 4093.084229
	Iteration 29Q: 3 clusters Score -728625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -728626.437500 Penalty: 4093.084229
	Iteration 30Q: 3 clusters Score -728626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -728627.500000 Penalty: 4093.084229
	Iteration 31Q: 3 clusters Score -728627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -728627.500000 Penalty: 4093.084229
	Iteration 32F: 3 clusters Score -728627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16834.152344 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16834.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16900.691406 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16900.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -16924.957031 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16924.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16929.494141 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16929.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -16929.494141 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -16929.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Entering Unmasked Estep 
Score: -4179723.750000 Penalty: 2459.121338
	Iteration 0F: 2 clusters Score -4179724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4167377.500000 Penalty: 4918.242676
	Iteration 0F: 3 clusters Score -4167378 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4172150.250000 Penalty: 4918.242676
	Iteration 1F: 3 clusters Score -4172150 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -4172566.250000 Penalty: 4918.242676
	Iteration 2F: 3 clusters Score -4172566 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -4172865.000000 Penalty: 4918.242676
	Iteration 3Q: 3 clusters Score -4172865 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4173128.750000 Penalty: 4918.242676
	Iteration 4Q: 3 clusters Score -4173129 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4173312.500000 Penalty: 4918.242676
	Iteration 5Q: 3 clusters Score -4173312 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4173513.250000 Penalty: 4918.242676
	Iteration 6Q: 3 clusters Score -4173513 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4173683.500000 Penalty: 4918.242676
	Iteration 7Q: 3 clusters Score -4173684 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -4173817.250000 Penalty: 4918.242676
	Iteration 8Q: 3 clusters Score -4173817 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -4174020.250000 Penalty: 4918.242676
	Iteration 9Q: 3 clusters Score -4174020 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4174305.250000 Penalty: 4918.242676
	Iteration 10Q: 3 clusters Score -4174305 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4174759.000000 Penalty: 4918.242676
	Iteration 11Q: 3 clusters Score -4174759 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -4175624.250000 Penalty: 4918.242676
	Iteration 12F: 3 clusters Score -4175624 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4176591.250000 Penalty: 4918.242676
	Iteration 13F: 3 clusters Score -4176591 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -4177273.000000 Penalty: 4918.242676
	Iteration 14Q: 3 clusters Score -4177273 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4177806.750000 Penalty: 4918.242676
	Iteration 15Q: 3 clusters Score -4177807 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -4178194.000000 Penalty: 4918.242676
	Iteration 16Q: 3 clusters Score -4178194 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4178481.000000 Penalty: 4918.242676
	Iteration 17Q: 3 clusters Score -4178481 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4178710.000000 Penalty: 4918.242676
	Iteration 18Q: 3 clusters Score -4178710 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4178801.500000 Penalty: 4918.242676
	Iteration 19Q: 3 clusters Score -4178802 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -4178907.250000 Penalty: 4918.242676
	Iteration 20F: 3 clusters Score -4178907 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -4178909.500000 Penalty: 4918.242676
	Iteration 21Q: 3 clusters Score -4178910 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4178908.500000 Penalty: 4918.242676
	Iteration 22Q: 3 clusters Score -4178908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -4178895.000000 Penalty: 4918.242676
	Iteration 23Q: 3 clusters Score -4178895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -4178879.750000 Penalty: 4918.242676
	Iteration 24Q: 3 clusters Score -4178880 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -4178853.250000 Penalty: 4918.242676
	Iteration 25Q: 3 clusters Score -4178853 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4178852.500000 Penalty: 4918.242676
	Iteration 26Q: 3 clusters Score -4178852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4178828.250000 Penalty: 4918.242676
	Iteration 27Q: 3 clusters Score -4178828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4178761.750000 Penalty: 4918.242676
	Iteration 28Q: 3 clusters Score -4178762 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4178793.250000 Penalty: 4918.242676
	Iteration 29Q: 3 clusters Score -4178793 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4178759.750000 Penalty: 4918.242676
	Iteration 30Q: 3 clusters Score -4178760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4178766.500000 Penalty: 4918.242676
	Iteration 31Q: 3 clusters Score -4178766 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -4178700.250000 Penalty: 4918.242676
	Iteration 32Q: 3 clusters Score -4178700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4178628.000000 Penalty: 4918.242676
	Iteration 33Q: 3 clusters Score -4178628 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -4178655.250000 Penalty: 4918.242676
	Iteration 34Q: 3 clusters Score -4178655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4178591.750000 Penalty: 4918.242676
	Iteration 35Q: 3 clusters Score -4178592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4178591.250000 Penalty: 4918.242676
	Iteration 36Q: 3 clusters Score -4178591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -4178580.000000 Penalty: 4918.242676
	Iteration 37Q: 3 clusters Score -4178580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4178555.250000 Penalty: 4918.242676
	Iteration 38Q: 3 clusters Score -4178555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4178561.000000 Penalty: 4918.242676
	Iteration 39Q: 3 clusters Score -4178561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -4178556.750000 Penalty: 4918.242676
	Iteration 40F: 3 clusters Score -4178557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4178576.000000 Penalty: 4918.242676
	Iteration 41Q: 3 clusters Score -4178576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4178559.750000 Penalty: 4918.242676
	Iteration 42Q: 3 clusters Score -4178560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4178566.500000 Penalty: 4918.242676
	Iteration 43Q: 3 clusters Score -4178566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4178550.750000 Penalty: 4918.242676
	Iteration 44Q: 3 clusters Score -4178551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4178552.250000 Penalty: 4918.242676
	Iteration 45Q: 3 clusters Score -4178552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4178529.000000 Penalty: 4918.242676
	Iteration 46Q: 3 clusters Score -4178529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4178542.750000 Penalty: 4918.242676
	Iteration 47Q: 3 clusters Score -4178543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4178549.000000 Penalty: 4918.242676
	Iteration 48Q: 3 clusters Score -4178549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -4178561.500000 Penalty: 4918.242676
	Iteration 49Q: 3 clusters Score -4178562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4178566.000000 Penalty: 4918.242676
	Iteration 50Q: 3 clusters Score -4178566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -4178549.000000 Penalty: 4918.242676
	Iteration 51Q: 3 clusters Score -4178549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4178550.000000 Penalty: 4918.242676
	Iteration 52Q: 3 clusters Score -4178550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4178563.250000 Penalty: 4918.242676
	Iteration 53Q: 3 clusters Score -4178563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4178572.000000 Penalty: 4918.242676
	Iteration 54Q: 3 clusters Score -4178572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4178561.000000 Penalty: 4918.242676
	Iteration 55Q: 3 clusters Score -4178561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4178561.000000 Penalty: 4918.242676
	Iteration 56F: 3 clusters Score -4178561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Entering Unmasked Estep 
Score: -4198004.500000 Penalty: 2460.501221
	Iteration 0F: 2 clusters Score -4198004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4185471.750000 Penalty: 4921.002441
	Iteration 0F: 3 clusters Score -4185472 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -4190235.250000 Penalty: 4921.002441
	Iteration 1F: 3 clusters Score -4190235 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4190575.750000 Penalty: 4921.002441
	Iteration 2F: 3 clusters Score -4190576 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -4190844.750000 Penalty: 4921.002441
	Iteration 3Q: 3 clusters Score -4190845 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4191093.750000 Penalty: 4921.002441
	Iteration 4Q: 3 clusters Score -4191094 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4191279.000000 Penalty: 4921.002441
	Iteration 5Q: 3 clusters Score -4191279 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -4191453.000000 Penalty: 4921.002441
	Iteration 6Q: 3 clusters Score -4191453 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -4191640.750000 Penalty: 4921.002441
	Iteration 7Q: 3 clusters Score -4191641 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -4191837.000000 Penalty: 4921.002441
	Iteration 8Q: 3 clusters Score -4191837 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4192113.500000 Penalty: 4921.002441
	Iteration 9Q: 3 clusters Score -4192114 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -4192412.500000 Penalty: 4921.002441
	Iteration 10Q: 3 clusters Score -4192412 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -4192984.750000 Penalty: 4921.002441
	Iteration 11Q: 3 clusters Score -4192985 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4193743.750000 Penalty: 4921.002441
	Iteration 12Q: 3 clusters Score -4193744 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4194404.500000 Penalty: 4921.002441
	Iteration 13Q: 3 clusters Score -4194404 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4195014.500000 Penalty: 4921.002441
	Iteration 14Q: 3 clusters Score -4195014 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4195391.000000 Penalty: 4921.002441
	Iteration 15Q: 3 clusters Score -4195391 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4195582.500000 Penalty: 4921.002441
	Iteration 16Q: 3 clusters Score -4195582 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4195707.500000 Penalty: 4921.002441
	Iteration 17Q: 3 clusters Score -4195708 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4195802.500000 Penalty: 4921.002441
	Iteration 18Q: 3 clusters Score -4195802 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4195898.000000 Penalty: 4921.002441
	Iteration 19Q: 3 clusters Score -4195898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4195956.500000 Penalty: 4921.002441
	Iteration 20F: 3 clusters Score -4195956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4196011.000000 Penalty: 4921.002441
	Iteration 21Q: 3 clusters Score -4196011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4196066.500000 Penalty: 4921.002441
	Iteration 22Q: 3 clusters Score -4196066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4196082.500000 Penalty: 4921.002441
	Iteration 23Q: 3 clusters Score -4196082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4196070.000000 Penalty: 4921.002441
	Iteration 24Q: 3 clusters Score -4196070 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4196069.000000 Penalty: 4921.002441
	Iteration 25Q: 3 clusters Score -4196069 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4196047.500000 Penalty: 4921.002441
	Iteration 26Q: 3 clusters Score -4196048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4196040.000000 Penalty: 4921.002441
	Iteration 27Q: 3 clusters Score -4196040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4196003.000000 Penalty: 4921.002441
	Iteration 28Q: 3 clusters Score -4196003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4195992.500000 Penalty: 4921.002441
	Iteration 29Q: 3 clusters Score -4195992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4195882.000000 Penalty: 4921.002441
	Iteration 30Q: 3 clusters Score -4195882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4195859.500000 Penalty: 4921.002441
	Iteration 31Q: 3 clusters Score -4195860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4195807.500000 Penalty: 4921.002441
	Iteration 32Q: 3 clusters Score -4195808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4195832.000000 Penalty: 4921.002441
	Iteration 33Q: 3 clusters Score -4195832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4195914.500000 Penalty: 4921.002441
	Iteration 34Q: 3 clusters Score -4195914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -4195851.500000 Penalty: 4921.002441
	Iteration 35Q: 3 clusters Score -4195852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4195899.000000 Penalty: 4921.002441
	Iteration 36Q: 3 clusters Score -4195899 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4195973.500000 Penalty: 4921.002441
	Iteration 37Q: 3 clusters Score -4195974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4196016.500000 Penalty: 4921.002441
	Iteration 38Q: 3 clusters Score -4196016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4196042.000000 Penalty: 4921.002441
	Iteration 39Q: 3 clusters Score -4196042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4196072.000000 Penalty: 4921.002441
	Iteration 40F: 3 clusters Score -4196072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4196079.500000 Penalty: 4921.002441
	Iteration 41Q: 3 clusters Score -4196080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4196096.500000 Penalty: 4921.002441
	Iteration 42Q: 3 clusters Score -4196096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4196088.500000 Penalty: 4921.002441
	Iteration 43Q: 3 clusters Score -4196088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -4196087.000000 Penalty: 4921.002441
	Iteration 44Q: 3 clusters Score -4196087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4196098.500000 Penalty: 4921.002441
	Iteration 45Q: 3 clusters Score -4196098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4196080.500000 Penalty: 4921.002441
	Iteration 46Q: 3 clusters Score -4196080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4196075.500000 Penalty: 4921.002441
	Iteration 47Q: 3 clusters Score -4196076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4196058.500000 Penalty: 4921.002441
	Iteration 48Q: 3 clusters Score -4196058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4196070.500000 Penalty: 4921.002441
	Iteration 49Q: 3 clusters Score -4196070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4196076.500000 Penalty: 4921.002441
	Iteration 50Q: 3 clusters Score -4196076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4196084.000000 Penalty: 4921.002441
	Iteration 51Q: 3 clusters Score -4196084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4196069.500000 Penalty: 4921.002441
	Iteration 52Q: 3 clusters Score -4196070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4196082.500000 Penalty: 4921.002441
	Iteration 53Q: 3 clusters Score -4196082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4196088.500000 Penalty: 4921.002441
	Iteration 54Q: 3 clusters Score -4196088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4196075.000000 Penalty: 4921.002441
	Iteration 55Q: 3 clusters Score -4196075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4196073.000000 Penalty: 4921.002441
	Iteration 56Q: 3 clusters Score -4196073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4196069.000000 Penalty: 4921.002441
	Iteration 57Q: 3 clusters Score -4196069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4196067.000000 Penalty: 4921.002441
	Iteration 58Q: 3 clusters Score -4196067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4196060.000000 Penalty: 4921.002441
	Iteration 59Q: 3 clusters Score -4196060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4196084.500000 Penalty: 4921.002441
	Iteration 60F: 3 clusters Score -4196084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4196090.000000 Penalty: 4921.002441
	Iteration 61Q: 3 clusters Score -4196090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4196086.500000 Penalty: 4921.002441
	Iteration 62Q: 3 clusters Score -4196086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4196071.500000 Penalty: 4921.002441
	Iteration 63Q: 3 clusters Score -4196072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4196067.500000 Penalty: 4921.002441
	Iteration 64Q: 3 clusters Score -4196068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4196057.000000 Penalty: 4921.002441
	Iteration 65Q: 3 clusters Score -4196057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4196053.000000 Penalty: 4921.002441
	Iteration 66Q: 3 clusters Score -4196053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4196056.000000 Penalty: 4921.002441
	Iteration 67Q: 3 clusters Score -4196056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4196047.500000 Penalty: 4921.002441
	Iteration 68Q: 3 clusters Score -4196048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4196054.000000 Penalty: 4921.002441
	Iteration 69Q: 3 clusters Score -4196054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4196033.000000 Penalty: 4921.002441
	Iteration 70Q: 3 clusters Score -4196033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4196038.000000 Penalty: 4921.002441
	Iteration 71Q: 3 clusters Score -4196038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4196051.000000 Penalty: 4921.002441
	Iteration 72Q: 3 clusters Score -4196051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4196053.000000 Penalty: 4921.002441
	Iteration 73Q: 3 clusters Score -4196053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4196056.000000 Penalty: 4921.002441
	Iteration 74Q: 3 clusters Score -4196056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4196060.000000 Penalty: 4921.002441
	Iteration 75Q: 3 clusters Score -4196060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4196065.500000 Penalty: 4921.002441
	Iteration 76Q: 3 clusters Score -4196066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4196067.000000 Penalty: 4921.002441
	Iteration 77Q: 3 clusters Score -4196067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4196072.500000 Penalty: 4921.002441
	Iteration 78Q: 3 clusters Score -4196072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4196074.000000 Penalty: 4921.002441
	Iteration 79Q: 3 clusters Score -4196074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4196067.500000 Penalty: 4921.002441
	Iteration 80F: 3 clusters Score -4196068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4196071.500000 Penalty: 4921.002441
	Iteration 81Q: 3 clusters Score -4196072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4196069.500000 Penalty: 4921.002441
	Iteration 82Q: 3 clusters Score -4196070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4196076.000000 Penalty: 4921.002441
	Iteration 83Q: 3 clusters Score -4196076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4196071.500000 Penalty: 4921.002441
	Iteration 84Q: 3 clusters Score -4196072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4196077.000000 Penalty: 4921.002441
	Iteration 85Q: 3 clusters Score -4196077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4196071.000000 Penalty: 4921.002441
	Iteration 86Q: 3 clusters Score -4196071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4196078.500000 Penalty: 4921.002441
	Iteration 87Q: 3 clusters Score -4196078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4196070.000000 Penalty: 4921.002441
	Iteration 88Q: 3 clusters Score -4196070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4196076.000000 Penalty: 4921.002441
	Iteration 89Q: 3 clusters Score -4196076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4196073.500000 Penalty: 4921.002441
	Iteration 90Q: 3 clusters Score -4196074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4196075.500000 Penalty: 4921.002441
	Iteration 91Q: 3 clusters Score -4196076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4196070.500000 Penalty: 4921.002441
	Iteration 92Q: 3 clusters Score -4196070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4196070.500000 Penalty: 4921.002441
	Iteration 93F: 3 clusters Score -4196070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Entering Unmasked Estep 
Score: -5105247.000000 Penalty: 2523.305908
	Iteration 0F: 2 clusters Score -5105247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5087229.000000 Penalty: 5046.611816
	Iteration 0F: 3 clusters Score -5087229 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -5093680.000000 Penalty: 5046.611816
	Iteration 1F: 3 clusters Score -5093680 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5094048.000000 Penalty: 5046.611816
	Iteration 2Q: 3 clusters Score -5094048 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -5094383.000000 Penalty: 5046.611816
	Iteration 3Q: 3 clusters Score -5094383 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -5094677.000000 Penalty: 5046.611816
	Iteration 4Q: 3 clusters Score -5094677 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5095039.500000 Penalty: 5046.611816
	Iteration 5Q: 3 clusters Score -5095040 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -5095445.000000 Penalty: 5046.611816
	Iteration 6Q: 3 clusters Score -5095445 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5096051.000000 Penalty: 5046.611816
	Iteration 7Q: 3 clusters Score -5096051 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5096887.000000 Penalty: 5046.611816
	Iteration 8F: 3 clusters Score -5096887 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5097956.000000 Penalty: 5046.611816
	Iteration 9F: 3 clusters Score -5097956 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -5099142.000000 Penalty: 5046.611816
	Iteration 10F: 3 clusters Score -5099142 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5100292.500000 Penalty: 5046.611816
	Iteration 11Q: 3 clusters Score -5100292 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5101273.000000 Penalty: 5046.611816
	Iteration 12Q: 3 clusters Score -5101273 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -5101925.500000 Penalty: 5046.611816
	Iteration 13Q: 3 clusters Score -5101926 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -5102343.000000 Penalty: 5046.611816
	Iteration 14Q: 3 clusters Score -5102343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -5102617.000000 Penalty: 5046.611816
	Iteration 15Q: 3 clusters Score -5102617 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5102788.000000 Penalty: 5046.611816
	Iteration 16Q: 3 clusters Score -5102788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -5102901.000000 Penalty: 5046.611816
	Iteration 17Q: 3 clusters Score -5102901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5102959.000000 Penalty: 5046.611816
	Iteration 18Q: 3 clusters Score -5102959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5102999.000000 Penalty: 5046.611816
	Iteration 19Q: 3 clusters Score -5102999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -5103034.500000 Penalty: 5046.611816
	Iteration 20F: 3 clusters Score -5103034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5103046.500000 Penalty: 5046.611816
	Iteration 21Q: 3 clusters Score -5103046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5103045.500000 Penalty: 5046.611816
	Iteration 22Q: 3 clusters Score -5103046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5103049.500000 Penalty: 5046.611816
	Iteration 23Q: 3 clusters Score -5103050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5103054.000000 Penalty: 5046.611816
	Iteration 24Q: 3 clusters Score -5103054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -5103055.500000 Penalty: 5046.611816
	Iteration 25Q: 3 clusters Score -5103056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5103054.000000 Penalty: 5046.611816
	Iteration 26Q: 3 clusters Score -5103054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -5103049.000000 Penalty: 5046.611816
	Iteration 27Q: 3 clusters Score -5103049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -5103052.000000 Penalty: 5046.611816
	Iteration 28Q: 3 clusters Score -5103052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5103053.500000 Penalty: 5046.611816
	Iteration 29Q: 3 clusters Score -5103054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5103053.500000 Penalty: 5046.611816
	Iteration 30F: 3 clusters Score -5103054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184188.718750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184188.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -184488.812500 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184488.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184579.531250 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184579.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184626.640625 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -184649.812500 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184649.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184675.250000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -184683.937500 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -184691.187500 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -184698.515625 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184702.703125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184704.531250 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -184704.531250 Penalty: 3444.745361
	Iteration 11F: 3 clusters Score -184704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Entering Unmasked Estep 
Score: -3766546.000000 Penalty: 2433.247314
	Iteration 0F: 2 clusters Score -3766546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3755049.750000 Penalty: 4866.494629
	Iteration 0F: 3 clusters Score -3755050 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3759307.750000 Penalty: 4866.494629
	Iteration 1F: 3 clusters Score -3759308 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3759815.500000 Penalty: 4866.494629
	Iteration 2F: 3 clusters Score -3759816 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3760493.250000 Penalty: 4866.494629
	Iteration 3F: 3 clusters Score -3760493 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3761425.750000 Penalty: 4866.494629
	Iteration 4F: 3 clusters Score -3761426 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3762669.250000 Penalty: 4866.494629
	Iteration 5F: 3 clusters Score -3762669 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3763931.500000 Penalty: 4866.494629
	Iteration 6F: 3 clusters Score -3763932 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3764627.250000 Penalty: 4866.494629
	Iteration 7F: 3 clusters Score -3764627 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3764957.250000 Penalty: 4866.494629
	Iteration 8Q: 3 clusters Score -3764957 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -3765125.000000 Penalty: 4866.494629
	Iteration 9Q: 3 clusters Score -3765125 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3765210.500000 Penalty: 4866.494629
	Iteration 10Q: 3 clusters Score -3765210 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3765262.000000 Penalty: 4866.494629
	Iteration 11Q: 3 clusters Score -3765262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3765300.250000 Penalty: 4866.494629
	Iteration 12Q: 3 clusters Score -3765300 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3765328.500000 Penalty: 4866.494629
	Iteration 13Q: 3 clusters Score -3765328 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -3765349.250000 Penalty: 4866.494629
	Iteration 14Q: 3 clusters Score -3765349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3765348.500000 Penalty: 4866.494629
	Iteration 15Q: 3 clusters Score -3765348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3765361.500000 Penalty: 4866.494629
	Iteration 16Q: 3 clusters Score -3765362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3765352.750000 Penalty: 4866.494629
	Iteration 17Q: 3 clusters Score -3765353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -3765348.000000 Penalty: 4866.494629
	Iteration 18Q: 3 clusters Score -3765348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3765353.500000 Penalty: 4866.494629
	Iteration 19Q: 3 clusters Score -3765354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -3765352.500000 Penalty: 4866.494629
	Iteration 20F: 3 clusters Score -3765352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -3765353.500000 Penalty: 4866.494629
	Iteration 21Q: 3 clusters Score -3765354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3765348.250000 Penalty: 4866.494629
	Iteration 22Q: 3 clusters Score -3765348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -3765351.250000 Penalty: 4866.494629
	Iteration 23Q: 3 clusters Score -3765351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3765350.000000 Penalty: 4866.494629
	Iteration 24Q: 3 clusters Score -3765350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -3765348.750000 Penalty: 4866.494629
	Iteration 25Q: 3 clusters Score -3765349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3765343.500000 Penalty: 4866.494629
	Iteration 26Q: 3 clusters Score -3765344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3765354.750000 Penalty: 4866.494629
	Iteration 27Q: 3 clusters Score -3765355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3765353.500000 Penalty: 4866.494629
	Iteration 28Q: 3 clusters Score -3765354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -3765359.000000 Penalty: 4866.494629
	Iteration 29Q: 3 clusters Score -3765359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3765358.500000 Penalty: 4866.494629
	Iteration 30Q: 3 clusters Score -3765358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3765355.000000 Penalty: 4866.494629
	Iteration 31Q: 3 clusters Score -3765355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3765357.500000 Penalty: 4866.494629
	Iteration 32Q: 3 clusters Score -3765358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3765353.250000 Penalty: 4866.494629
	Iteration 33Q: 3 clusters Score -3765353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3765359.500000 Penalty: 4866.494629
	Iteration 34Q: 3 clusters Score -3765360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3765355.750000 Penalty: 4866.494629
	Iteration 35Q: 3 clusters Score -3765356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3765362.000000 Penalty: 4866.494629
	Iteration 36Q: 3 clusters Score -3765362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3765363.500000 Penalty: 4866.494629
	Iteration 37Q: 3 clusters Score -3765364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3765363.750000 Penalty: 4866.494629
	Iteration 38Q: 3 clusters Score -3765364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3765361.250000 Penalty: 4866.494629
	Iteration 39Q: 3 clusters Score -3765361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3765361.250000 Penalty: 4866.494629
	Iteration 40F: 3 clusters Score -3765361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Entering Unmasked Estep 
Score: -3880170.500000 Penalty: 2440.601074
	Iteration 0F: 2 clusters Score -3880170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -3868457.500000 Penalty: 4881.202148
	Iteration 0F: 3 clusters Score -3868458 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3872825.750000 Penalty: 4881.202148
	Iteration 1F: 3 clusters Score -3872826 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3873271.250000 Penalty: 4881.202148
	Iteration 2F: 3 clusters Score -3873271 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -3873559.250000 Penalty: 4881.202148
	Iteration 3F: 3 clusters Score -3873559 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3873800.750000 Penalty: 4881.202148
	Iteration 4Q: 3 clusters Score -3873801 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3874008.000000 Penalty: 4881.202148
	Iteration 5Q: 3 clusters Score -3874008 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3874162.500000 Penalty: 4881.202148
	Iteration 6Q: 3 clusters Score -3874162 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3874318.000000 Penalty: 4881.202148
	Iteration 7Q: 3 clusters Score -3874318 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3874475.500000 Penalty: 4881.202148
	Iteration 8Q: 3 clusters Score -3874476 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3874551.000000 Penalty: 4881.202148
	Iteration 9Q: 3 clusters Score -3874551 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3874536.500000 Penalty: 4881.202148
	Iteration 10Q: 3 clusters Score -3874536 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3874425.500000 Penalty: 4881.202148
	Iteration 11Q: 3 clusters Score -3874426 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3874306.000000 Penalty: 4881.202148
	Iteration 12Q: 3 clusters Score -3874306 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3874167.500000 Penalty: 4881.202148
	Iteration 13Q: 3 clusters Score -3874168 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3874212.000000 Penalty: 4881.202148
	Iteration 14Q: 3 clusters Score -3874212 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3874448.500000 Penalty: 4881.202148
	Iteration 15Q: 3 clusters Score -3874448 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3874690.250000 Penalty: 4881.202148
	Iteration 16Q: 3 clusters Score -3874690 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3875030.000000 Penalty: 4881.202148
	Iteration 17Q: 3 clusters Score -3875030 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3875643.500000 Penalty: 4881.202148
	Iteration 18Q: 3 clusters Score -3875644 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3876089.000000 Penalty: 4881.202148
	Iteration 19Q: 3 clusters Score -3876089 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3876380.750000 Penalty: 4881.202148
	Iteration 20F: 3 clusters Score -3876381 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3876504.750000 Penalty: 4881.202148
	Iteration 21Q: 3 clusters Score -3876505 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3876666.250000 Penalty: 4881.202148
	Iteration 22Q: 3 clusters Score -3876666 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3876912.000000 Penalty: 4881.202148
	Iteration 23Q: 3 clusters Score -3876912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3877138.750000 Penalty: 4881.202148
	Iteration 24Q: 3 clusters Score -3877139 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3877274.250000 Penalty: 4881.202148
	Iteration 25Q: 3 clusters Score -3877274 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -3877278.500000 Penalty: 4881.202148
	Iteration 26Q: 3 clusters Score -3877278 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3877368.250000 Penalty: 4881.202148
	Iteration 27Q: 3 clusters Score -3877368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3877476.250000 Penalty: 4881.202148
	Iteration 28Q: 3 clusters Score -3877476 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3877491.500000 Penalty: 4881.202148
	Iteration 29Q: 3 clusters Score -3877492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3877501.250000 Penalty: 4881.202148
	Iteration 30Q: 3 clusters Score -3877501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3877557.750000 Penalty: 4881.202148
	Iteration 31Q: 3 clusters Score -3877558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3877596.000000 Penalty: 4881.202148
	Iteration 32Q: 3 clusters Score -3877596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3877653.250000 Penalty: 4881.202148
	Iteration 33Q: 3 clusters Score -3877653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3877627.000000 Penalty: 4881.202148
	Iteration 34Q: 3 clusters Score -3877627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3877648.750000 Penalty: 4881.202148
	Iteration 35Q: 3 clusters Score -3877649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3877675.000000 Penalty: 4881.202148
	Iteration 36Q: 3 clusters Score -3877675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -3877698.750000 Penalty: 4881.202148
	Iteration 37Q: 3 clusters Score -3877699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3877732.750000 Penalty: 4881.202148
	Iteration 38Q: 3 clusters Score -3877733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3877711.000000 Penalty: 4881.202148
	Iteration 39Q: 3 clusters Score -3877711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3877709.500000 Penalty: 4881.202148
	Iteration 40F: 3 clusters Score -3877710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -3877702.250000 Penalty: 4881.202148
	Iteration 41Q: 3 clusters Score -3877702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3877730.000000 Penalty: 4881.202148
	Iteration 42Q: 3 clusters Score -3877730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3877800.500000 Penalty: 4881.202148
	Iteration 43Q: 3 clusters Score -3877800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -3877855.500000 Penalty: 4881.202148
	Iteration 44Q: 3 clusters Score -3877856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3877897.500000 Penalty: 4881.202148
	Iteration 45Q: 3 clusters Score -3877898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3877930.500000 Penalty: 4881.202148
	Iteration 46Q: 3 clusters Score -3877930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3877996.500000 Penalty: 4881.202148
	Iteration 47Q: 3 clusters Score -3877996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -3878003.250000 Penalty: 4881.202148
	Iteration 48Q: 3 clusters Score -3878003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -3878007.250000 Penalty: 4881.202148
	Iteration 49Q: 3 clusters Score -3878007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3878006.250000 Penalty: 4881.202148
	Iteration 50Q: 3 clusters Score -3878006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3878002.000000 Penalty: 4881.202148
	Iteration 51Q: 3 clusters Score -3878002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3878040.250000 Penalty: 4881.202148
	Iteration 52Q: 3 clusters Score -3878040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3878006.500000 Penalty: 4881.202148
	Iteration 53Q: 3 clusters Score -3878006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3878008.750000 Penalty: 4881.202148
	Iteration 54Q: 3 clusters Score -3878009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3878040.250000 Penalty: 4881.202148
	Iteration 55Q: 3 clusters Score -3878040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3878027.000000 Penalty: 4881.202148
	Iteration 56Q: 3 clusters Score -3878027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -3878025.750000 Penalty: 4881.202148
	Iteration 57Q: 3 clusters Score -3878026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3878033.750000 Penalty: 4881.202148
	Iteration 58Q: 3 clusters Score -3878034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3878045.500000 Penalty: 4881.202148
	Iteration 59Q: 3 clusters Score -3878046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3878058.000000 Penalty: 4881.202148
	Iteration 60F: 3 clusters Score -3878058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3878058.250000 Penalty: 4881.202148
	Iteration 61Q: 3 clusters Score -3878058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3878065.500000 Penalty: 4881.202148
	Iteration 62Q: 3 clusters Score -3878066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3878068.500000 Penalty: 4881.202148
	Iteration 63Q: 3 clusters Score -3878068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3878071.000000 Penalty: 4881.202148
	Iteration 64Q: 3 clusters Score -3878071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3878074.750000 Penalty: 4881.202148
	Iteration 65Q: 3 clusters Score -3878075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3878074.750000 Penalty: 4881.202148
	Iteration 66F: 3 clusters Score -3878075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (24984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Entering Unmasked Estep 
Score: -5128539.500000 Penalty: 2511.245850
	Iteration 0F: 2 clusters Score -5128540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5113309.000000 Penalty: 5022.491699
	Iteration 0F: 3 clusters Score -5113309 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -5119420.500000 Penalty: 5022.491699
	Iteration 1F: 3 clusters Score -5119420 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -5119855.000000 Penalty: 5022.491699
	Iteration 2F: 3 clusters Score -5119855 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -5120177.000000 Penalty: 5022.491699
	Iteration 3F: 3 clusters Score -5120177 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -5120449.000000 Penalty: 5022.491699
	Iteration 4Q: 3 clusters Score -5120449 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -5120680.500000 Penalty: 5022.491699
	Iteration 5Q: 3 clusters Score -5120680 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5120835.500000 Penalty: 5022.491699
	Iteration 6Q: 3 clusters Score -5120836 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5121056.500000 Penalty: 5022.491699
	Iteration 7Q: 3 clusters Score -5121056 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5121332.000000 Penalty: 5022.491699
	Iteration 8Q: 3 clusters Score -5121332 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -5121602.500000 Penalty: 5022.491699
	Iteration 9Q: 3 clusters Score -5121602 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5122064.500000 Penalty: 5022.491699
	Iteration 10Q: 3 clusters Score -5122064 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5122514.000000 Penalty: 5022.491699
	Iteration 11Q: 3 clusters Score -5122514 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5122915.000000 Penalty: 5022.491699
	Iteration 12Q: 3 clusters Score -5122915 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5123285.500000 Penalty: 5022.491699
	Iteration 13Q: 3 clusters Score -5123286 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5123567.000000 Penalty: 5022.491699
	Iteration 14Q: 3 clusters Score -5123567 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5123972.500000 Penalty: 5022.491699
	Iteration 15Q: 3 clusters Score -5123972 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5124344.500000 Penalty: 5022.491699
	Iteration 16Q: 3 clusters Score -5124344 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5124625.000000 Penalty: 5022.491699
	Iteration 17Q: 3 clusters Score -5124625 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5124800.000000 Penalty: 5022.491699
	Iteration 18Q: 3 clusters Score -5124800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5124989.000000 Penalty: 5022.491699
	Iteration 19Q: 3 clusters Score -5124989 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5125160.000000 Penalty: 5022.491699
	Iteration 20F: 3 clusters Score -5125160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5125299.000000 Penalty: 5022.491699
	Iteration 21Q: 3 clusters Score -5125299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5125406.500000 Penalty: 5022.491699
	Iteration 22Q: 3 clusters Score -5125406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5125512.000000 Penalty: 5022.491699
	Iteration 23Q: 3 clusters Score -5125512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5125603.500000 Penalty: 5022.491699
	Iteration 24Q: 3 clusters Score -5125604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5125668.500000 Penalty: 5022.491699
	Iteration 25Q: 3 clusters Score -5125668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5125753.000000 Penalty: 5022.491699
	Iteration 26Q: 3 clusters Score -5125753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5125809.500000 Penalty: 5022.491699
	Iteration 27Q: 3 clusters Score -5125810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5125857.000000 Penalty: 5022.491699
	Iteration 28Q: 3 clusters Score -5125857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5125938.000000 Penalty: 5022.491699
	Iteration 29Q: 3 clusters Score -5125938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5126002.000000 Penalty: 5022.491699
	Iteration 30Q: 3 clusters Score -5126002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5126028.500000 Penalty: 5022.491699
	Iteration 31Q: 3 clusters Score -5126028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5126073.500000 Penalty: 5022.491699
	Iteration 32Q: 3 clusters Score -5126074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5126112.500000 Penalty: 5022.491699
	Iteration 33Q: 3 clusters Score -5126112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5126140.000000 Penalty: 5022.491699
	Iteration 34Q: 3 clusters Score -5126140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5126155.000000 Penalty: 5022.491699
	Iteration 35Q: 3 clusters Score -5126155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5126175.500000 Penalty: 5022.491699
	Iteration 36Q: 3 clusters Score -5126176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5126180.000000 Penalty: 5022.491699
	Iteration 37Q: 3 clusters Score -5126180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5126199.000000 Penalty: 5022.491699
	Iteration 38Q: 3 clusters Score -5126199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5126201.000000 Penalty: 5022.491699
	Iteration 39Q: 3 clusters Score -5126201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5126207.500000 Penalty: 5022.491699
	Iteration 40F: 3 clusters Score -5126208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5126217.000000 Penalty: 5022.491699
	Iteration 41Q: 3 clusters Score -5126217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5126225.000000 Penalty: 5022.491699
	Iteration 42Q: 3 clusters Score -5126225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5126237.500000 Penalty: 5022.491699
	Iteration 43Q: 3 clusters Score -5126238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5126238.000000 Penalty: 5022.491699
	Iteration 44Q: 3 clusters Score -5126238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5126238.000000 Penalty: 5022.491699
	Iteration 45Q: 3 clusters Score -5126238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5126237.500000 Penalty: 5022.491699
	Iteration 46Q: 3 clusters Score -5126238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5126248.000000 Penalty: 5022.491699
	Iteration 47Q: 3 clusters Score -5126248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5126245.500000 Penalty: 5022.491699
	Iteration 48Q: 3 clusters Score -5126246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5126245.500000 Penalty: 5022.491699
	Iteration 49Q: 3 clusters Score -5126246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5126249.500000 Penalty: 5022.491699
	Iteration 50Q: 3 clusters Score -5126250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5126249.500000 Penalty: 5022.491699
	Iteration 51F: 3 clusters Score -5126250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Entering Unmasked Estep 
Score: -3870318.500000 Penalty: 2441.628418
	Iteration 0F: 2 clusters Score -3870318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3858175.250000 Penalty: 4883.256836
	Iteration 0F: 3 clusters Score -3858175 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3862583.000000 Penalty: 4883.256836
	Iteration 1F: 3 clusters Score -3862583 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3862896.000000 Penalty: 4883.256836
	Iteration 2F: 3 clusters Score -3862896 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3863154.000000 Penalty: 4883.256836
	Iteration 3Q: 3 clusters Score -3863154 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -3863337.750000 Penalty: 4883.256836
	Iteration 4Q: 3 clusters Score -3863338 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3863485.000000 Penalty: 4883.256836
	Iteration 5Q: 3 clusters Score -3863485 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3863615.500000 Penalty: 4883.256836
	Iteration 6Q: 3 clusters Score -3863616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3863728.750000 Penalty: 4883.256836
	Iteration 7Q: 3 clusters Score -3863729 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3863846.750000 Penalty: 4883.256836
	Iteration 8Q: 3 clusters Score -3863847 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3863996.500000 Penalty: 4883.256836
	Iteration 9Q: 3 clusters Score -3863996 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3864166.500000 Penalty: 4883.256836
	Iteration 10Q: 3 clusters Score -3864166 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3864390.500000 Penalty: 4883.256836
	Iteration 11Q: 3 clusters Score -3864390 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3864683.750000 Penalty: 4883.256836
	Iteration 12Q: 3 clusters Score -3864684 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3865040.250000 Penalty: 4883.256836
	Iteration 13Q: 3 clusters Score -3865040 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3865625.250000 Penalty: 4883.256836
	Iteration 14F: 3 clusters Score -3865625 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3866228.500000 Penalty: 4883.256836
	Iteration 15Q: 3 clusters Score -3866228 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3866751.750000 Penalty: 4883.256836
	Iteration 16Q: 3 clusters Score -3866752 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3867198.500000 Penalty: 4883.256836
	Iteration 17Q: 3 clusters Score -3867198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3867507.750000 Penalty: 4883.256836
	Iteration 18Q: 3 clusters Score -3867508 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3867735.250000 Penalty: 4883.256836
	Iteration 19Q: 3 clusters Score -3867735 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3867866.250000 Penalty: 4883.256836
	Iteration 20F: 3 clusters Score -3867866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3867969.500000 Penalty: 4883.256836
	Iteration 21Q: 3 clusters Score -3867970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3868019.000000 Penalty: 4883.256836
	Iteration 22Q: 3 clusters Score -3868019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3868059.500000 Penalty: 4883.256836
	Iteration 23Q: 3 clusters Score -3868060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3868078.750000 Penalty: 4883.256836
	Iteration 24Q: 3 clusters Score -3868079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3868086.500000 Penalty: 4883.256836
	Iteration 25Q: 3 clusters Score -3868086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3868094.500000 Penalty: 4883.256836
	Iteration 26Q: 3 clusters Score -3868094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3868107.500000 Penalty: 4883.256836
	Iteration 27Q: 3 clusters Score -3868108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3868111.000000 Penalty: 4883.256836
	Iteration 28Q: 3 clusters Score -3868111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3868123.250000 Penalty: 4883.256836
	Iteration 29Q: 3 clusters Score -3868123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3868128.750000 Penalty: 4883.256836
	Iteration 30Q: 3 clusters Score -3868129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3868138.250000 Penalty: 4883.256836
	Iteration 31Q: 3 clusters Score -3868138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3868142.750000 Penalty: 4883.256836
	Iteration 32Q: 3 clusters Score -3868143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3868152.750000 Penalty: 4883.256836
	Iteration 33Q: 3 clusters Score -3868153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3868162.250000 Penalty: 4883.256836
	Iteration 34Q: 3 clusters Score -3868162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3868166.750000 Penalty: 4883.256836
	Iteration 35Q: 3 clusters Score -3868167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3868171.250000 Penalty: 4883.256836
	Iteration 36Q: 3 clusters Score -3868171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3868174.750000 Penalty: 4883.256836
	Iteration 37Q: 3 clusters Score -3868175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3868176.500000 Penalty: 4883.256836
	Iteration 38Q: 3 clusters Score -3868176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3868174.000000 Penalty: 4883.256836
	Iteration 39Q: 3 clusters Score -3868174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3868176.500000 Penalty: 4883.256836
	Iteration 40F: 3 clusters Score -3868176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3868178.750000 Penalty: 4883.256836
	Iteration 41Q: 3 clusters Score -3868179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3868176.750000 Penalty: 4883.256836
	Iteration 42Q: 3 clusters Score -3868177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3868178.250000 Penalty: 4883.256836
	Iteration 43Q: 3 clusters Score -3868178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3868182.250000 Penalty: 4883.256836
	Iteration 44Q: 3 clusters Score -3868182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3868182.000000 Penalty: 4883.256836
	Iteration 45Q: 3 clusters Score -3868182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3868179.250000 Penalty: 4883.256836
	Iteration 46Q: 3 clusters Score -3868179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3868179.250000 Penalty: 4883.256836
	Iteration 47F: 3 clusters Score -3868179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Entering Unmasked Estep 
Score: -4091719.000000 Penalty: 2453.710205
	Iteration 0F: 2 clusters Score -4091719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -4079467.000000 Penalty: 4907.420410
	Iteration 0F: 3 clusters Score -4079467 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4083981.250000 Penalty: 4907.420410
	Iteration 1F: 3 clusters Score -4083981 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -4084421.250000 Penalty: 4907.420410
	Iteration 2F: 3 clusters Score -4084421 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4084863.750000 Penalty: 4907.420410
	Iteration 3F: 3 clusters Score -4084864 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -4085278.500000 Penalty: 4907.420410
	Iteration 4F: 3 clusters Score -4085278 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -4085585.750000 Penalty: 4907.420410
	Iteration 5F: 3 clusters Score -4085586 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4085929.500000 Penalty: 4907.420410
	Iteration 6F: 3 clusters Score -4085930 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4086234.750000 Penalty: 4907.420410
	Iteration 7F: 3 clusters Score -4086235 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4086979.250000 Penalty: 4907.420410
	Iteration 8F: 3 clusters Score -4086979 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4087651.500000 Penalty: 4907.420410
	Iteration 9Q: 3 clusters Score -4087652 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4088118.750000 Penalty: 4907.420410
	Iteration 10Q: 3 clusters Score -4088119 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4088516.000000 Penalty: 4907.420410
	Iteration 11Q: 3 clusters Score -4088516 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4088806.000000 Penalty: 4907.420410
	Iteration 12Q: 3 clusters Score -4088806 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4089038.750000 Penalty: 4907.420410
	Iteration 13Q: 3 clusters Score -4089039 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4089193.250000 Penalty: 4907.420410
	Iteration 14Q: 3 clusters Score -4089193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -4089309.750000 Penalty: 4907.420410
	Iteration 15Q: 3 clusters Score -4089310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4089372.000000 Penalty: 4907.420410
	Iteration 16Q: 3 clusters Score -4089372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4089411.750000 Penalty: 4907.420410
	Iteration 17Q: 3 clusters Score -4089412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4089450.000000 Penalty: 4907.420410
	Iteration 18Q: 3 clusters Score -4089450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4089461.500000 Penalty: 4907.420410
	Iteration 19Q: 3 clusters Score -4089462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4089487.750000 Penalty: 4907.420410
	Iteration 20F: 3 clusters Score -4089488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4089488.000000 Penalty: 4907.420410
	Iteration 21Q: 3 clusters Score -4089488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4089496.500000 Penalty: 4907.420410
	Iteration 22Q: 3 clusters Score -4089496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4089500.250000 Penalty: 4907.420410
	Iteration 23Q: 3 clusters Score -4089500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4089514.750000 Penalty: 4907.420410
	Iteration 24Q: 3 clusters Score -4089515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4089526.000000 Penalty: 4907.420410
	Iteration 25Q: 3 clusters Score -4089526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4089547.750000 Penalty: 4907.420410
	Iteration 26Q: 3 clusters Score -4089548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4089563.750000 Penalty: 4907.420410
	Iteration 27Q: 3 clusters Score -4089564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4089578.000000 Penalty: 4907.420410
	Iteration 28Q: 3 clusters Score -4089578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -4089587.250000 Penalty: 4907.420410
	Iteration 29Q: 3 clusters Score -4089587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4089583.000000 Penalty: 4907.420410
	Iteration 30Q: 3 clusters Score -4089583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4089587.250000 Penalty: 4907.420410
	Iteration 31Q: 3 clusters Score -4089587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -4089589.750000 Penalty: 4907.420410
	Iteration 32Q: 3 clusters Score -4089590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -4089590.000000 Penalty: 4907.420410
	Iteration 33Q: 3 clusters Score -4089590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4089591.250000 Penalty: 4907.420410
	Iteration 34Q: 3 clusters Score -4089591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4089597.750000 Penalty: 4907.420410
	Iteration 35Q: 3 clusters Score -4089598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -4089598.750000 Penalty: 4907.420410
	Iteration 36Q: 3 clusters Score -4089599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4089603.500000 Penalty: 4907.420410
	Iteration 37Q: 3 clusters Score -4089604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4089608.750000 Penalty: 4907.420410
	Iteration 38Q: 3 clusters Score -4089609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4089609.250000 Penalty: 4907.420410
	Iteration 39Q: 3 clusters Score -4089609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4089612.500000 Penalty: 4907.420410
	Iteration 40F: 3 clusters Score -4089612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4089610.500000 Penalty: 4907.420410
	Iteration 41Q: 3 clusters Score -4089610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4089614.250000 Penalty: 4907.420410
	Iteration 42Q: 3 clusters Score -4089614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4089610.000000 Penalty: 4907.420410
	Iteration 43Q: 3 clusters Score -4089610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4089617.250000 Penalty: 4907.420410
	Iteration 44Q: 3 clusters Score -4089617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -4089617.250000 Penalty: 4907.420410
	Iteration 45F: 3 clusters Score -4089617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28302 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28828 members 
Mstep: Class 5 contains 25912 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 10033 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14932 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 21971 members 
Mstep: Class 14 contains 22102 members 
Mstep: Class 15 contains 17484 members 
Mstep: Class 16 contains 3773 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27629 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 34687 members 
Mstep: Class 23 contains 26307 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37740 members 
Mstep: Class 26 contains 29177 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 20176 members 
Mstep: Class 30 contains 19323 members 
Mstep: Class 31 contains 30878 members 
Mstep: Class 32 contains 28533 members 
Mstep: Class 33 contains 28744 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29448 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7973 members 
Mstep: Class 38 contains 25801 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20607 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19625 members 
Mstep: Class 43 contains 25192 members 
Mstep: Class 44 contains 19429 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20248 members 
Mstep: Class 48 contains 20361 members 
Mstep: Class 49 contains 26229 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18242 members 
Mstep: Class 52 contains 18791 members 
Mstep: Class 53 contains 24984 members 
Mstep: Class 54 contains 18869 members 
Mstep: Class 55 contains 19811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484304.000000 Penalty: 187370.656250
Iteration 399Q: 56 clusters Score -1.774843e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28808 members 
Mstep: Class 5 contains 25912 members 
Mstep: Class 6 contains 9172 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26745 members 
Mstep: Class 9 contains 9959 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14897 members 
Mstep: Class 12 contains 18177 members 
Mstep: Class 13 contains 21962 members 
Mstep: Class 14 contains 22071 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27627 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26674 members 
Mstep: Class 21 contains 27303 members 
Mstep: Class 22 contains 34678 members 
Mstep: Class 23 contains 26318 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37737 members 
Mstep: Class 26 contains 29278 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17176 members 
Mstep: Class 29 contains 20154 members 
Mstep: Class 30 contains 19327 members 
Mstep: Class 31 contains 30892 members 
Mstep: Class 32 contains 28527 members 
Mstep: Class 33 contains 28729 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29451 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7969 members 
Mstep: Class 38 contains 25806 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20791 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19626 members 
Mstep: Class 43 contains 25195 members 
Mstep: Class 44 contains 19427 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20246 members 
Mstep: Class 48 contains 20375 members 
Mstep: Class 49 contains 26174 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18245 members 
Mstep: Class 52 contains 18774 members 
Mstep: Class 53 contains 24981 members 
Mstep: Class 54 contains 18865 members 
Mstep: Class 55 contains 19812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483760.000000 Penalty: 187370.656250
Iteration 400F: 56 clusters Score -1.774838e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28253 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28813 members 
Mstep: Class 5 contains 25897 members 
Mstep: Class 6 contains 9173 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26753 members 
Mstep: Class 9 contains 9872 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14865 members 
Mstep: Class 12 contains 18178 members 
Mstep: Class 13 contains 21971 members 
Mstep: Class 14 contains 22056 members 
Mstep: Class 15 contains 17472 members 
Mstep: Class 16 contains 3762 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27623 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 27297 members 
Mstep: Class 22 contains 34650 members 
Mstep: Class 23 contains 26323 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37715 members 
Mstep: Class 26 contains 29365 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 20145 members 
Mstep: Class 30 contains 19317 members 
Mstep: Class 31 contains 30912 members 
Mstep: Class 32 contains 28515 members 
Mstep: Class 33 contains 28734 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29458 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25818 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 20974 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19628 members 
Mstep: Class 43 contains 25191 members 
Mstep: Class 44 contains 19420 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20243 members 
Mstep: Class 48 contains 20384 members 
Mstep: Class 49 contains 26108 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18247 members 
Mstep: Class 52 contains 18772 members 
Mstep: Class 53 contains 24979 members 
Mstep: Class 54 contains 18866 members 
Mstep: Class 55 contains 19809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483888.000000 Penalty: 187370.656250
Iteration 401Q: 56 clusters Score -1.774839e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28233 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28810 members 
Mstep: Class 5 contains 25898 members 
Mstep: Class 6 contains 9174 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26760 members 
Mstep: Class 9 contains 9781 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14843 members 
Mstep: Class 12 contains 18181 members 
Mstep: Class 13 contains 21991 members 
Mstep: Class 14 contains 22037 members 
Mstep: Class 15 contains 17464 members 
Mstep: Class 16 contains 3752 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 27613 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26684 members 
Mstep: Class 21 contains 27298 members 
Mstep: Class 22 contains 34636 members 
Mstep: Class 23 contains 26353 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37708 members 
Mstep: Class 26 contains 29429 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17175 members 
Mstep: Class 29 contains 20134 members 
Mstep: Class 30 contains 19310 members 
Mstep: Class 31 contains 30918 members 
Mstep: Class 32 contains 28501 members 
Mstep: Class 33 contains 28723 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29459 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25827 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21149 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19634 members 
Mstep: Class 43 contains 25187 members 
Mstep: Class 44 contains 19420 members 
Mstep: Class 45 contains 3840 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20248 members 
Mstep: Class 48 contains 20387 members 
Mstep: Class 49 contains 26037 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18248 members 
Mstep: Class 52 contains 18768 members 
Mstep: Class 53 contains 24969 members 
Mstep: Class 54 contains 18860 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483840.000000 Penalty: 187370.656250
Iteration 402Q: 56 clusters Score -1.774838e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28228 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28800 members 
Mstep: Class 5 contains 25890 members 
Mstep: Class 6 contains 9175 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26775 members 
Mstep: Class 9 contains 9694 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14812 members 
Mstep: Class 12 contains 18182 members 
Mstep: Class 13 contains 21999 members 
Mstep: Class 14 contains 22015 members 
Mstep: Class 15 contains 17463 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 27593 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26687 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 34641 members 
Mstep: Class 23 contains 26370 members 
Mstep: Class 24 contains 2152 members 
Mstep: Class 25 contains 37700 members 
Mstep: Class 26 contains 29499 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17166 members 
Mstep: Class 29 contains 20100 members 
Mstep: Class 30 contains 19320 members 
Mstep: Class 31 contains 30931 members 
Mstep: Class 32 contains 28513 members 
Mstep: Class 33 contains 28717 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29453 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25829 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21327 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19636 members 
Mstep: Class 43 contains 25182 members 
Mstep: Class 44 contains 19411 members 
Mstep: Class 45 contains 3841 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20245 members 
Mstep: Class 48 contains 20399 members 
Mstep: Class 49 contains 25981 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18252 members 
Mstep: Class 52 contains 18757 members 
Mstep: Class 53 contains 24966 members 
Mstep: Class 54 contains 18855 members 
Mstep: Class 55 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483680.000000 Penalty: 187370.656250
Iteration 403Q: 56 clusters Score -1.774837e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28217 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28801 members 
Mstep: Class 5 contains 25882 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26781 members 
Mstep: Class 9 contains 9596 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14783 members 
Mstep: Class 12 contains 18175 members 
Mstep: Class 13 contains 21995 members 
Mstep: Class 14 contains 21998 members 
Mstep: Class 15 contains 17456 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27570 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26685 members 
Mstep: Class 21 contains 27290 members 
Mstep: Class 22 contains 34648 members 
Mstep: Class 23 contains 26390 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 37705 members 
Mstep: Class 26 contains 29517 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17162 members 
Mstep: Class 29 contains 20079 members 
Mstep: Class 30 contains 19332 members 
Mstep: Class 31 contains 30962 members 
Mstep: Class 32 contains 28523 members 
Mstep: Class 33 contains 28711 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29461 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25832 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21515 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19628 members 
Mstep: Class 43 contains 25183 members 
Mstep: Class 44 contains 19407 members 
Mstep: Class 45 contains 3840 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20228 members 
Mstep: Class 48 contains 20409 members 
Mstep: Class 49 contains 25936 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18252 members 
Mstep: Class 52 contains 18765 members 
Mstep: Class 53 contains 24967 members 
Mstep: Class 54 contains 18853 members 
Mstep: Class 55 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483536.000000 Penalty: 187370.656250
Iteration 404Q: 56 clusters Score -1.774835e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28217 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 25868 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26773 members 
Mstep: Class 9 contains 9529 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14758 members 
Mstep: Class 12 contains 18174 members 
Mstep: Class 13 contains 21992 members 
Mstep: Class 14 contains 21991 members 
Mstep: Class 15 contains 17455 members 
Mstep: Class 16 contains 3707 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 27555 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26689 members 
Mstep: Class 21 contains 27289 members 
Mstep: Class 22 contains 34644 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 37695 members 
Mstep: Class 26 contains 29507 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17165 members 
Mstep: Class 29 contains 20043 members 
Mstep: Class 30 contains 19353 members 
Mstep: Class 31 contains 31004 members 
Mstep: Class 32 contains 28540 members 
Mstep: Class 33 contains 28711 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29468 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25837 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21686 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19635 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 19403 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20222 members 
Mstep: Class 48 contains 20406 members 
Mstep: Class 49 contains 25902 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18256 members 
Mstep: Class 52 contains 18759 members 
Mstep: Class 53 contains 24969 members 
Mstep: Class 54 contains 18844 members 
Mstep: Class 55 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483280.000000 Penalty: 187370.656250
Iteration 405Q: 56 clusters Score -1.774833e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28209 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28781 members 
Mstep: Class 5 contains 25852 members 
Mstep: Class 6 contains 9190 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26777 members 
Mstep: Class 9 contains 9442 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14732 members 
Mstep: Class 12 contains 18176 members 
Mstep: Class 13 contains 21992 members 
Mstep: Class 14 contains 21974 members 
Mstep: Class 15 contains 17457 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 27557 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26679 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 34633 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 37689 members 
Mstep: Class 26 contains 29493 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17161 members 
Mstep: Class 29 contains 20017 members 
Mstep: Class 30 contains 19370 members 
Mstep: Class 31 contains 31063 members 
Mstep: Class 32 contains 28549 members 
Mstep: Class 33 contains 28714 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29478 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25837 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 21862 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19641 members 
Mstep: Class 43 contains 25168 members 
Mstep: Class 44 contains 19399 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20214 members 
Mstep: Class 48 contains 20411 members 
Mstep: Class 49 contains 25881 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18249 members 
Mstep: Class 52 contains 18752 members 
Mstep: Class 53 contains 24960 members 
Mstep: Class 54 contains 18839 members 
Mstep: Class 55 contains 19790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483296.000000 Penalty: 187370.656250
Iteration 406Q: 56 clusters Score -1.774833e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28182 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28771 members 
Mstep: Class 5 contains 25851 members 
Mstep: Class 6 contains 9196 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26776 members 
Mstep: Class 9 contains 9361 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14709 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 21996 members 
Mstep: Class 14 contains 21959 members 
Mstep: Class 15 contains 17454 members 
Mstep: Class 16 contains 3700 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27571 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26665 members 
Mstep: Class 21 contains 27291 members 
Mstep: Class 22 contains 34638 members 
Mstep: Class 23 contains 26447 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 37675 members 
Mstep: Class 26 contains 29466 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17161 members 
Mstep: Class 29 contains 19992 members 
Mstep: Class 30 contains 19390 members 
Mstep: Class 31 contains 31082 members 
Mstep: Class 32 contains 28574 members 
Mstep: Class 33 contains 28716 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29494 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25836 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22004 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19652 members 
Mstep: Class 43 contains 25161 members 
Mstep: Class 44 contains 19401 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20201 members 
Mstep: Class 48 contains 20421 members 
Mstep: Class 49 contains 25879 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18243 members 
Mstep: Class 52 contains 18743 members 
Mstep: Class 53 contains 24956 members 
Mstep: Class 54 contains 18834 members 
Mstep: Class 55 contains 19782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483120.000000 Penalty: 187370.656250
Iteration 407Q: 56 clusters Score -1.774831e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28167 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28760 members 
Mstep: Class 5 contains 25847 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26766 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14685 members 
Mstep: Class 12 contains 18173 members 
Mstep: Class 13 contains 22002 members 
Mstep: Class 14 contains 21946 members 
Mstep: Class 15 contains 17448 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27570 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26670 members 
Mstep: Class 21 contains 27307 members 
Mstep: Class 22 contains 34646 members 
Mstep: Class 23 contains 26451 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37660 members 
Mstep: Class 26 contains 29460 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17171 members 
Mstep: Class 29 contains 19980 members 
Mstep: Class 30 contains 19414 members 
Mstep: Class 31 contains 31100 members 
Mstep: Class 32 contains 28587 members 
Mstep: Class 33 contains 28720 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29485 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25839 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22140 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19664 members 
Mstep: Class 43 contains 25160 members 
Mstep: Class 44 contains 19406 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20184 members 
Mstep: Class 48 contains 20409 members 
Mstep: Class 49 contains 25862 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18244 members 
Mstep: Class 52 contains 18723 members 
Mstep: Class 53 contains 24964 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483152.000000 Penalty: 187370.656250
Iteration 408Q: 56 clusters Score -1.774832e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28156 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28760 members 
Mstep: Class 5 contains 25832 members 
Mstep: Class 6 contains 9199 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26757 members 
Mstep: Class 9 contains 9225 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 18171 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 21936 members 
Mstep: Class 15 contains 17435 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27579 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26665 members 
Mstep: Class 21 contains 27328 members 
Mstep: Class 22 contains 34649 members 
Mstep: Class 23 contains 26446 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37672 members 
Mstep: Class 26 contains 29456 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17182 members 
Mstep: Class 29 contains 19940 members 
Mstep: Class 30 contains 19443 members 
Mstep: Class 31 contains 31125 members 
Mstep: Class 32 contains 28600 members 
Mstep: Class 33 contains 28716 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29478 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25843 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22256 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19678 members 
Mstep: Class 43 contains 25164 members 
Mstep: Class 44 contains 19396 members 
Mstep: Class 45 contains 3837 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20165 members 
Mstep: Class 48 contains 20414 members 
Mstep: Class 49 contains 25838 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18249 members 
Mstep: Class 52 contains 18713 members 
Mstep: Class 53 contains 24978 members 
Mstep: Class 54 contains 18830 members 
Mstep: Class 55 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483184.000000 Penalty: 187370.656250
Iteration 409Q: 56 clusters Score -1.774832e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28144 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28754 members 
Mstep: Class 5 contains 25818 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26754 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 22008 members 
Mstep: Class 14 contains 21936 members 
Mstep: Class 15 contains 17433 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 27599 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26664 members 
Mstep: Class 21 contains 27336 members 
Mstep: Class 22 contains 34651 members 
Mstep: Class 23 contains 26432 members 
Mstep: Class 24 contains 2153 members 
Mstep: Class 25 contains 37665 members 
Mstep: Class 26 contains 29438 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17197 members 
Mstep: Class 29 contains 19922 members 
Mstep: Class 30 contains 19448 members 
Mstep: Class 31 contains 31159 members 
Mstep: Class 32 contains 28604 members 
Mstep: Class 33 contains 28710 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29486 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25856 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22377 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19676 members 
Mstep: Class 43 contains 25156 members 
Mstep: Class 44 contains 19399 members 
Mstep: Class 45 contains 3837 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20165 members 
Mstep: Class 48 contains 20429 members 
Mstep: Class 49 contains 25801 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18248 members 
Mstep: Class 52 contains 18714 members 
Mstep: Class 53 contains 24979 members 
Mstep: Class 54 contains 18832 members 
Mstep: Class 55 contains 19762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483200.000000 Penalty: 187370.656250
Iteration 410Q: 56 clusters Score -1.774832e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28136 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28750 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 9203 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26749 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14616 members 
Mstep: Class 12 contains 18164 members 
Mstep: Class 13 contains 22000 members 
Mstep: Class 14 contains 21934 members 
Mstep: Class 15 contains 17423 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 27609 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26659 members 
Mstep: Class 21 contains 27335 members 
Mstep: Class 22 contains 34652 members 
Mstep: Class 23 contains 26434 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37661 members 
Mstep: Class 26 contains 29413 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17216 members 
Mstep: Class 29 contains 19906 members 
Mstep: Class 30 contains 19443 members 
Mstep: Class 31 contains 31189 members 
Mstep: Class 32 contains 28604 members 
Mstep: Class 33 contains 28699 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29493 members 
Mstep: Class 36 contains 1109 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25872 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22521 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19681 members 
Mstep: Class 43 contains 25155 members 
Mstep: Class 44 contains 19391 members 
Mstep: Class 45 contains 3838 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20157 members 
Mstep: Class 48 contains 20452 members 
Mstep: Class 49 contains 25776 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18253 members 
Mstep: Class 52 contains 18706 members 
Mstep: Class 53 contains 24985 members 
Mstep: Class 54 contains 18831 members 
Mstep: Class 55 contains 19755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483040.000000 Penalty: 187370.656250
Iteration 411Q: 56 clusters Score -1.77483e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28128 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28758 members 
Mstep: Class 5 contains 25776 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26763 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14587 members 
Mstep: Class 12 contains 18168 members 
Mstep: Class 13 contains 21995 members 
Mstep: Class 14 contains 21925 members 
Mstep: Class 15 contains 17419 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 27614 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26658 members 
Mstep: Class 21 contains 27329 members 
Mstep: Class 22 contains 34658 members 
Mstep: Class 23 contains 26428 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37646 members 
Mstep: Class 26 contains 29364 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 19881 members 
Mstep: Class 30 contains 19451 members 
Mstep: Class 31 contains 31204 members 
Mstep: Class 32 contains 28615 members 
Mstep: Class 33 contains 28695 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29505 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25885 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22670 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19690 members 
Mstep: Class 43 contains 25159 members 
Mstep: Class 44 contains 19382 members 
Mstep: Class 45 contains 3837 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20152 members 
Mstep: Class 48 contains 20478 members 
Mstep: Class 49 contains 25764 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18257 members 
Mstep: Class 52 contains 18699 members 
Mstep: Class 53 contains 24987 members 
Mstep: Class 54 contains 18828 members 
Mstep: Class 55 contains 19748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483408.000000 Penalty: 187370.656250
Iteration 412Q: 56 clusters Score -1.774834e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28104 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28759 members 
Mstep: Class 5 contains 25760 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26770 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14560 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 22005 members 
Mstep: Class 14 contains 21925 members 
Mstep: Class 15 contains 17413 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 27632 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26665 members 
Mstep: Class 21 contains 27326 members 
Mstep: Class 22 contains 34643 members 
Mstep: Class 23 contains 26425 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37631 members 
Mstep: Class 26 contains 29318 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17208 members 
Mstep: Class 29 contains 19879 members 
Mstep: Class 30 contains 19435 members 
Mstep: Class 31 contains 31213 members 
Mstep: Class 32 contains 28641 members 
Mstep: Class 33 contains 28687 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29529 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7967 members 
Mstep: Class 38 contains 25900 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22808 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19692 members 
Mstep: Class 43 contains 25163 members 
Mstep: Class 44 contains 19377 members 
Mstep: Class 45 contains 3838 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20151 members 
Mstep: Class 48 contains 20488 members 
Mstep: Class 49 contains 25750 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18251 members 
Mstep: Class 52 contains 18693 members 
Mstep: Class 53 contains 24993 members 
Mstep: Class 54 contains 18825 members 
Mstep: Class 55 contains 19744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483088.000000 Penalty: 187370.656250
Iteration 413Q: 56 clusters Score -1.774831e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28087 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28759 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 9194 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26782 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14547 members 
Mstep: Class 12 contains 18167 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 21931 members 
Mstep: Class 15 contains 17409 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 27645 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26664 members 
Mstep: Class 21 contains 27321 members 
Mstep: Class 22 contains 34635 members 
Mstep: Class 23 contains 26426 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37622 members 
Mstep: Class 26 contains 29275 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 19851 members 
Mstep: Class 30 contains 19453 members 
Mstep: Class 31 contains 31224 members 
Mstep: Class 32 contains 28674 members 
Mstep: Class 33 contains 28691 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29539 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 25911 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 22925 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19696 members 
Mstep: Class 43 contains 25163 members 
Mstep: Class 44 contains 19372 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20149 members 
Mstep: Class 48 contains 20483 members 
Mstep: Class 49 contains 25729 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18252 members 
Mstep: Class 52 contains 18691 members 
Mstep: Class 53 contains 24992 members 
Mstep: Class 54 contains 18823 members 
Mstep: Class 55 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483088.000000 Penalty: 187370.656250
Iteration 414Q: 56 clusters Score -1.774831e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28084 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28761 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 9193 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26787 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14530 members 
Mstep: Class 12 contains 18170 members 
Mstep: Class 13 contains 22018 members 
Mstep: Class 14 contains 21922 members 
Mstep: Class 15 contains 17402 members 
Mstep: Class 16 contains 3671 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 27669 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 34639 members 
Mstep: Class 23 contains 26418 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37623 members 
Mstep: Class 26 contains 29231 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17194 members 
Mstep: Class 29 contains 19846 members 
Mstep: Class 30 contains 19441 members 
Mstep: Class 31 contains 31232 members 
Mstep: Class 32 contains 28691 members 
Mstep: Class 33 contains 28703 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29549 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7966 members 
Mstep: Class 38 contains 25915 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23055 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19699 members 
Mstep: Class 43 contains 25163 members 
Mstep: Class 44 contains 19365 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20140 members 
Mstep: Class 48 contains 20488 members 
Mstep: Class 49 contains 25741 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18240 members 
Mstep: Class 52 contains 18683 members 
Mstep: Class 53 contains 24995 members 
Mstep: Class 54 contains 18825 members 
Mstep: Class 55 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483072.000000 Penalty: 187370.656250
Iteration 415Q: 56 clusters Score -1.774831e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28071 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28778 members 
Mstep: Class 5 contains 25724 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26793 members 
Mstep: Class 9 contains 8852 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14509 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 21910 members 
Mstep: Class 15 contains 17402 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 27686 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26653 members 
Mstep: Class 21 contains 27268 members 
Mstep: Class 22 contains 34637 members 
Mstep: Class 23 contains 26409 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37622 members 
Mstep: Class 26 contains 29208 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 19823 members 
Mstep: Class 30 contains 19444 members 
Mstep: Class 31 contains 31239 members 
Mstep: Class 32 contains 28705 members 
Mstep: Class 33 contains 28705 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29552 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 25920 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23167 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19704 members 
Mstep: Class 43 contains 25164 members 
Mstep: Class 44 contains 19364 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20145 members 
Mstep: Class 48 contains 20501 members 
Mstep: Class 49 contains 25741 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18231 members 
Mstep: Class 52 contains 18671 members 
Mstep: Class 53 contains 24991 members 
Mstep: Class 54 contains 18825 members 
Mstep: Class 55 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482656.000000 Penalty: 187370.656250
Iteration 416Q: 56 clusters Score -1.774827e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28066 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28775 members 
Mstep: Class 5 contains 25724 members 
Mstep: Class 6 contains 9180 members 
Mstep: Class 7 contains 717 members 
Mstep: Class 8 contains 26794 members 
Mstep: Class 9 contains 8813 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14482 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 22010 members 
Mstep: Class 14 contains 21890 members 
Mstep: Class 15 contains 17393 members 
Mstep: Class 16 contains 3663 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 27699 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26663 members 
Mstep: Class 21 contains 27264 members 
Mstep: Class 22 contains 34624 members 
Mstep: Class 23 contains 26430 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37630 members 
Mstep: Class 26 contains 29172 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17198 members 
Mstep: Class 29 contains 19815 members 
Mstep: Class 30 contains 19453 members 
Mstep: Class 31 contains 31240 members 
Mstep: Class 32 contains 28714 members 
Mstep: Class 33 contains 28708 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29554 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7963 members 
Mstep: Class 38 contains 25931 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23265 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19700 members 
Mstep: Class 43 contains 25166 members 
Mstep: Class 44 contains 19361 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20144 members 
Mstep: Class 48 contains 20508 members 
Mstep: Class 49 contains 25748 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18228 members 
Mstep: Class 52 contains 18669 members 
Mstep: Class 53 contains 24994 members 
Mstep: Class 54 contains 18829 members 
Mstep: Class 55 contains 19730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177482880.000000 Penalty: 187370.656250
Iteration 417Q: 56 clusters Score -1.774829e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28067 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28778 members 
Mstep: Class 5 contains 25725 members 
Mstep: Class 6 contains 9176 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 8789 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14456 members 
Mstep: Class 12 contains 18175 members 
Mstep: Class 13 contains 22003 members 
Mstep: Class 14 contains 21871 members 
Mstep: Class 15 contains 17384 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 27701 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26661 members 
Mstep: Class 21 contains 27281 members 
Mstep: Class 22 contains 34617 members 
Mstep: Class 23 contains 26436 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37635 members 
Mstep: Class 26 contains 29116 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17199 members 
Mstep: Class 29 contains 19782 members 
Mstep: Class 30 contains 19480 members 
Mstep: Class 31 contains 31237 members 
Mstep: Class 32 contains 28730 members 
Mstep: Class 33 contains 28713 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29558 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7962 members 
Mstep: Class 38 contains 25943 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23361 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19699 members 
Mstep: Class 43 contains 25171 members 
Mstep: Class 44 contains 19343 members 
Mstep: Class 45 contains 3836 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20142 members 
Mstep: Class 48 contains 20518 members 
Mstep: Class 49 contains 25739 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18218 members 
Mstep: Class 52 contains 18670 members 
Mstep: Class 53 contains 24997 members 
Mstep: Class 54 contains 18837 members 
Mstep: Class 55 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483216.000000 Penalty: 187370.656250
Iteration 418Q: 56 clusters Score -1.774832e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28074 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28767 members 
Mstep: Class 5 contains 25718 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26801 members 
Mstep: Class 9 contains 8764 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14439 members 
Mstep: Class 12 contains 18171 members 
Mstep: Class 13 contains 22011 members 
Mstep: Class 14 contains 21861 members 
Mstep: Class 15 contains 17378 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26657 members 
Mstep: Class 21 contains 27284 members 
Mstep: Class 22 contains 34609 members 
Mstep: Class 23 contains 26445 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37644 members 
Mstep: Class 26 contains 29065 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17205 members 
Mstep: Class 29 contains 19765 members 
Mstep: Class 30 contains 19500 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28744 members 
Mstep: Class 33 contains 28718 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29561 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7959 members 
Mstep: Class 38 contains 25952 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23451 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19692 members 
Mstep: Class 43 contains 25170 members 
Mstep: Class 44 contains 19334 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20133 members 
Mstep: Class 48 contains 20513 members 
Mstep: Class 49 contains 25724 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18213 members 
Mstep: Class 52 contains 18670 members 
Mstep: Class 53 contains 25003 members 
Mstep: Class 54 contains 18854 members 
Mstep: Class 55 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483008.000000 Penalty: 187370.656250
Iteration 419Q: 56 clusters Score -1.77483e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28072 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28754 members 
Mstep: Class 5 contains 25715 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26806 members 
Mstep: Class 9 contains 8738 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14422 members 
Mstep: Class 12 contains 18168 members 
Mstep: Class 13 contains 22013 members 
Mstep: Class 14 contains 21839 members 
Mstep: Class 15 contains 17372 members 
Mstep: Class 16 contains 3643 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 27716 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26656 members 
Mstep: Class 21 contains 27287 members 
Mstep: Class 22 contains 34622 members 
Mstep: Class 23 contains 26463 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37646 members 
Mstep: Class 26 contains 29012 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 19734 members 
Mstep: Class 30 contains 19523 members 
Mstep: Class 31 contains 31257 members 
Mstep: Class 32 contains 28762 members 
Mstep: Class 33 contains 28716 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29559 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 25960 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23547 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19680 members 
Mstep: Class 43 contains 25172 members 
Mstep: Class 44 contains 19333 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20128 members 
Mstep: Class 48 contains 20514 members 
Mstep: Class 49 contains 25710 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18208 members 
Mstep: Class 52 contains 18675 members 
Mstep: Class 53 contains 25008 members 
Mstep: Class 54 contains 18865 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483152.000000 Penalty: 187370.656250
Iteration 420F: 56 clusters Score -1.774832e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28075 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28760 members 
Mstep: Class 5 contains 25707 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26810 members 
Mstep: Class 9 contains 8718 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14412 members 
Mstep: Class 12 contains 18169 members 
Mstep: Class 13 contains 22014 members 
Mstep: Class 14 contains 21811 members 
Mstep: Class 15 contains 17366 members 
Mstep: Class 16 contains 3639 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27725 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26652 members 
Mstep: Class 21 contains 27291 members 
Mstep: Class 22 contains 34638 members 
Mstep: Class 23 contains 26464 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37639 members 
Mstep: Class 26 contains 28959 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17202 members 
Mstep: Class 29 contains 19721 members 
Mstep: Class 30 contains 19545 members 
Mstep: Class 31 contains 31262 members 
Mstep: Class 32 contains 28786 members 
Mstep: Class 33 contains 28719 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29558 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25957 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23641 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19672 members 
Mstep: Class 43 contains 25162 members 
Mstep: Class 44 contains 19339 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20113 members 
Mstep: Class 48 contains 20508 members 
Mstep: Class 49 contains 25715 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18200 members 
Mstep: Class 52 contains 18669 members 
Mstep: Class 53 contains 25011 members 
Mstep: Class 54 contains 18870 members 
Mstep: Class 55 contains 19732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483168.000000 Penalty: 187370.656250
Iteration 421Q: 56 clusters Score -1.774832e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28069 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28759 members 
Mstep: Class 5 contains 25711 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26812 members 
Mstep: Class 9 contains 8695 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14392 members 
Mstep: Class 12 contains 18162 members 
Mstep: Class 13 contains 22019 members 
Mstep: Class 14 contains 21803 members 
Mstep: Class 15 contains 17361 members 
Mstep: Class 16 contains 3634 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27728 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26651 members 
Mstep: Class 21 contains 27298 members 
Mstep: Class 22 contains 34626 members 
Mstep: Class 23 contains 26471 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37629 members 
Mstep: Class 26 contains 28912 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17206 members 
Mstep: Class 29 contains 19700 members 
Mstep: Class 30 contains 19568 members 
Mstep: Class 31 contains 31262 members 
Mstep: Class 32 contains 28799 members 
Mstep: Class 33 contains 28721 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29560 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25960 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23732 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19657 members 
Mstep: Class 43 contains 25155 members 
Mstep: Class 44 contains 19337 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20113 members 
Mstep: Class 48 contains 20495 members 
Mstep: Class 49 contains 25740 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18198 members 
Mstep: Class 52 contains 18672 members 
Mstep: Class 53 contains 25018 members 
Mstep: Class 54 contains 18881 members 
Mstep: Class 55 contains 19727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483136.000000 Penalty: 187370.656250
Iteration 422Q: 56 clusters Score -1.774831e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28057 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28760 members 
Mstep: Class 5 contains 25712 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26815 members 
Mstep: Class 9 contains 8667 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14377 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 21785 members 
Mstep: Class 15 contains 17357 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 12784 members 
Mstep: Class 18 contains 27737 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26652 members 
Mstep: Class 21 contains 27307 members 
Mstep: Class 22 contains 34615 members 
Mstep: Class 23 contains 26473 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37626 members 
Mstep: Class 26 contains 28858 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17204 members 
Mstep: Class 29 contains 19690 members 
Mstep: Class 30 contains 19595 members 
Mstep: Class 31 contains 31267 members 
Mstep: Class 32 contains 28801 members 
Mstep: Class 33 contains 28720 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29566 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25964 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23836 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19647 members 
Mstep: Class 43 contains 25150 members 
Mstep: Class 44 contains 19336 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20100 members 
Mstep: Class 48 contains 20478 members 
Mstep: Class 49 contains 25760 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18192 members 
Mstep: Class 52 contains 18673 members 
Mstep: Class 53 contains 25022 members 
Mstep: Class 54 contains 18885 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483136.000000 Penalty: 187370.656250
Iteration 423Q: 56 clusters Score -1.774831e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28048 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28773 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26822 members 
Mstep: Class 9 contains 8643 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14352 members 
Mstep: Class 12 contains 18152 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 14 contains 21771 members 
Mstep: Class 15 contains 17352 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 27736 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26644 members 
Mstep: Class 21 contains 27314 members 
Mstep: Class 22 contains 34611 members 
Mstep: Class 23 contains 26483 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37628 members 
Mstep: Class 26 contains 28808 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17211 members 
Mstep: Class 29 contains 19694 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 31259 members 
Mstep: Class 32 contains 28800 members 
Mstep: Class 33 contains 28730 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29566 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25969 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 23930 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19643 members 
Mstep: Class 43 contains 25140 members 
Mstep: Class 44 contains 19339 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20084 members 
Mstep: Class 48 contains 20465 members 
Mstep: Class 49 contains 25783 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18196 members 
Mstep: Class 52 contains 18668 members 
Mstep: Class 53 contains 25020 members 
Mstep: Class 54 contains 18891 members 
Mstep: Class 55 contains 19729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483344.000000 Penalty: 187370.656250
Iteration 424Q: 56 clusters Score -1.774833e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28044 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28785 members 
Mstep: Class 5 contains 25709 members 
Mstep: Class 6 contains 9179 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26824 members 
Mstep: Class 9 contains 8615 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14344 members 
Mstep: Class 12 contains 18149 members 
Mstep: Class 13 contains 22033 members 
Mstep: Class 14 contains 21756 members 
Mstep: Class 15 contains 17347 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 12781 members 
Mstep: Class 18 contains 27734 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26642 members 
Mstep: Class 21 contains 27319 members 
Mstep: Class 22 contains 34603 members 
Mstep: Class 23 contains 26493 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37627 members 
Mstep: Class 26 contains 28757 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17200 members 
Mstep: Class 29 contains 19697 members 
Mstep: Class 30 contains 19602 members 
Mstep: Class 31 contains 31260 members 
Mstep: Class 32 contains 28791 members 
Mstep: Class 33 contains 28727 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29565 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25971 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24040 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19635 members 
Mstep: Class 43 contains 25139 members 
Mstep: Class 44 contains 19338 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20081 members 
Mstep: Class 48 contains 20473 members 
Mstep: Class 49 contains 25803 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18195 members 
Mstep: Class 52 contains 18663 members 
Mstep: Class 53 contains 25026 members 
Mstep: Class 54 contains 18899 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483456.000000 Penalty: 187370.656250
Iteration 425Q: 56 clusters Score -1.774835e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28037 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28801 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 9183 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26841 members 
Mstep: Class 9 contains 8593 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14326 members 
Mstep: Class 12 contains 18144 members 
Mstep: Class 13 contains 22034 members 
Mstep: Class 14 contains 21751 members 
Mstep: Class 15 contains 17345 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 27736 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26635 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 34602 members 
Mstep: Class 23 contains 26508 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37622 members 
Mstep: Class 26 contains 28704 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17194 members 
Mstep: Class 29 contains 19686 members 
Mstep: Class 30 contains 19613 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28795 members 
Mstep: Class 33 contains 28736 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29555 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25962 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24152 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19637 members 
Mstep: Class 43 contains 25141 members 
Mstep: Class 44 contains 19334 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20082 members 
Mstep: Class 48 contains 20477 members 
Mstep: Class 49 contains 25804 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18191 members 
Mstep: Class 52 contains 18659 members 
Mstep: Class 53 contains 25027 members 
Mstep: Class 54 contains 18898 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177483680.000000 Penalty: 187370.656250
Iteration 426Q: 56 clusters Score -1.774837e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28030 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28818 members 
Mstep: Class 5 contains 25706 members 
Mstep: Class 6 contains 9181 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26852 members 
Mstep: Class 9 contains 8574 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14312 members 
Mstep: Class 12 contains 18142 members 
Mstep: Class 13 contains 22043 members 
Mstep: Class 14 contains 21757 members 
Mstep: Class 15 contains 17345 members 
Mstep: Class 16 contains 3608 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27735 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26636 members 
Mstep: Class 21 contains 27313 members 
Mstep: Class 22 contains 34588 members 
Mstep: Class 23 contains 26503 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37611 members 
Mstep: Class 26 contains 28641 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17189 members 
Mstep: Class 29 contains 19680 members 
Mstep: Class 30 contains 19616 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28813 members 
Mstep: Class 33 contains 28733 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29556 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25967 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24251 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19636 members 
Mstep: Class 43 contains 25144 members 
Mstep: Class 44 contains 19337 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20081 members 
Mstep: Class 48 contains 20476 members 
Mstep: Class 49 contains 25808 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18191 members 
Mstep: Class 52 contains 18655 members 
Mstep: Class 53 contains 25024 members 
Mstep: Class 54 contains 18896 members 
Mstep: Class 55 contains 19722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484096.000000 Penalty: 187370.656250
Iteration 427Q: 56 clusters Score -1.774841e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28026 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28845 members 
Mstep: Class 5 contains 25699 members 
Mstep: Class 6 contains 9184 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26873 members 
Mstep: Class 9 contains 8548 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14297 members 
Mstep: Class 12 contains 18143 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 21762 members 
Mstep: Class 15 contains 17348 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 12778 members 
Mstep: Class 18 contains 27732 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26631 members 
Mstep: Class 21 contains 27315 members 
Mstep: Class 22 contains 34578 members 
Mstep: Class 23 contains 26512 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37588 members 
Mstep: Class 26 contains 28595 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17184 members 
Mstep: Class 29 contains 19701 members 
Mstep: Class 30 contains 19616 members 
Mstep: Class 31 contains 31251 members 
Mstep: Class 32 contains 28820 members 
Mstep: Class 33 contains 28725 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29550 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25967 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24328 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19631 members 
Mstep: Class 43 contains 25144 members 
Mstep: Class 44 contains 19334 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20062 members 
Mstep: Class 48 contains 20475 members 
Mstep: Class 49 contains 25828 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18186 members 
Mstep: Class 52 contains 18652 members 
Mstep: Class 53 contains 25017 members 
Mstep: Class 54 contains 18895 members 
Mstep: Class 55 contains 19725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484368.000000 Penalty: 187370.656250
Iteration 428Q: 56 clusters Score -1.774844e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28021 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28863 members 
Mstep: Class 5 contains 25687 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26883 members 
Mstep: Class 9 contains 8538 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14290 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 21755 members 
Mstep: Class 15 contains 17344 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 27733 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26625 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 34577 members 
Mstep: Class 23 contains 26516 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37580 members 
Mstep: Class 26 contains 28545 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17186 members 
Mstep: Class 29 contains 19705 members 
Mstep: Class 30 contains 19620 members 
Mstep: Class 31 contains 31254 members 
Mstep: Class 32 contains 28829 members 
Mstep: Class 33 contains 28717 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29543 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25967 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24382 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19629 members 
Mstep: Class 43 contains 25146 members 
Mstep: Class 44 contains 19335 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20065 members 
Mstep: Class 48 contains 20463 members 
Mstep: Class 49 contains 25851 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18183 members 
Mstep: Class 52 contains 18653 members 
Mstep: Class 53 contains 25021 members 
Mstep: Class 54 contains 18897 members 
Mstep: Class 55 contains 19724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484784.000000 Penalty: 187370.656250
Iteration 429Q: 56 clusters Score -1.774848e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28021 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28873 members 
Mstep: Class 5 contains 25674 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26898 members 
Mstep: Class 9 contains 8522 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14283 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 22076 members 
Mstep: Class 14 contains 21758 members 
Mstep: Class 15 contains 17344 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 27729 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26615 members 
Mstep: Class 21 contains 27310 members 
Mstep: Class 22 contains 34569 members 
Mstep: Class 23 contains 26517 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37558 members 
Mstep: Class 26 contains 28482 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17181 members 
Mstep: Class 29 contains 19712 members 
Mstep: Class 30 contains 19618 members 
Mstep: Class 31 contains 31271 members 
Mstep: Class 32 contains 28828 members 
Mstep: Class 33 contains 28710 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29546 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25972 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24457 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19629 members 
Mstep: Class 43 contains 25149 members 
Mstep: Class 44 contains 19332 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20061 members 
Mstep: Class 48 contains 20439 members 
Mstep: Class 49 contains 25885 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18181 members 
Mstep: Class 52 contains 18652 members 
Mstep: Class 53 contains 25022 members 
Mstep: Class 54 contains 18897 members 
Mstep: Class 55 contains 19725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484576.000000 Penalty: 187370.656250
Iteration 430Q: 56 clusters Score -1.774846e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28027 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28882 members 
Mstep: Class 5 contains 25674 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26899 members 
Mstep: Class 9 contains 8508 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14275 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 22088 members 
Mstep: Class 14 contains 21751 members 
Mstep: Class 15 contains 17338 members 
Mstep: Class 16 contains 3599 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26609 members 
Mstep: Class 21 contains 27308 members 
Mstep: Class 22 contains 34578 members 
Mstep: Class 23 contains 26526 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37549 members 
Mstep: Class 26 contains 28419 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17186 members 
Mstep: Class 29 contains 19711 members 
Mstep: Class 30 contains 19623 members 
Mstep: Class 31 contains 31273 members 
Mstep: Class 32 contains 28825 members 
Mstep: Class 33 contains 28708 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29549 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25972 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24532 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19621 members 
Mstep: Class 43 contains 25143 members 
Mstep: Class 44 contains 19334 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20060 members 
Mstep: Class 48 contains 20424 members 
Mstep: Class 49 contains 25906 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18175 members 
Mstep: Class 52 contains 18650 members 
Mstep: Class 53 contains 25026 members 
Mstep: Class 54 contains 18897 members 
Mstep: Class 55 contains 19729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484592.000000 Penalty: 187370.656250
Iteration 431Q: 56 clusters Score -1.774846e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28033 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28895 members 
Mstep: Class 5 contains 25670 members 
Mstep: Class 6 contains 9188 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26905 members 
Mstep: Class 9 contains 8490 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14266 members 
Mstep: Class 12 contains 18139 members 
Mstep: Class 13 contains 22105 members 
Mstep: Class 14 contains 21744 members 
Mstep: Class 15 contains 17337 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 27725 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26603 members 
Mstep: Class 21 contains 27305 members 
Mstep: Class 22 contains 34582 members 
Mstep: Class 23 contains 26532 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37533 members 
Mstep: Class 26 contains 28374 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17178 members 
Mstep: Class 29 contains 19717 members 
Mstep: Class 30 contains 19617 members 
Mstep: Class 31 contains 31277 members 
Mstep: Class 32 contains 28827 members 
Mstep: Class 33 contains 28702 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29553 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25970 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24584 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19618 members 
Mstep: Class 43 contains 25138 members 
Mstep: Class 44 contains 19329 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20052 members 
Mstep: Class 48 contains 20415 members 
Mstep: Class 49 contains 25937 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18178 members 
Mstep: Class 52 contains 18644 members 
Mstep: Class 53 contains 25026 members 
Mstep: Class 54 contains 18897 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484992.000000 Penalty: 187370.656250
Iteration 432Q: 56 clusters Score -1.77485e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28018 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 25673 members 
Mstep: Class 6 contains 9187 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26911 members 
Mstep: Class 9 contains 8480 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14258 members 
Mstep: Class 12 contains 18141 members 
Mstep: Class 13 contains 22119 members 
Mstep: Class 14 contains 21739 members 
Mstep: Class 15 contains 17333 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 12779 members 
Mstep: Class 18 contains 27717 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26596 members 
Mstep: Class 21 contains 27299 members 
Mstep: Class 22 contains 34574 members 
Mstep: Class 23 contains 26540 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37527 members 
Mstep: Class 26 contains 28328 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17179 members 
Mstep: Class 29 contains 19709 members 
Mstep: Class 30 contains 19612 members 
Mstep: Class 31 contains 31283 members 
Mstep: Class 32 contains 28836 members 
Mstep: Class 33 contains 28694 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29568 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7956 members 
Mstep: Class 38 contains 25970 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24642 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19620 members 
Mstep: Class 43 contains 25136 members 
Mstep: Class 44 contains 19324 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20056 members 
Mstep: Class 48 contains 20419 members 
Mstep: Class 49 contains 25968 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18179 members 
Mstep: Class 52 contains 18638 members 
Mstep: Class 53 contains 25023 members 
Mstep: Class 54 contains 18900 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485168.000000 Penalty: 187370.656250
Iteration 433Q: 56 clusters Score -1.774852e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28010 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28896 members 
Mstep: Class 5 contains 25669 members 
Mstep: Class 6 contains 9188 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 26909 members 
Mstep: Class 9 contains 8465 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14255 members 
Mstep: Class 12 contains 18133 members 
Mstep: Class 13 contains 22128 members 
Mstep: Class 14 contains 21733 members 
Mstep: Class 15 contains 17330 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 27716 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26588 members 
Mstep: Class 21 contains 27287 members 
Mstep: Class 22 contains 34567 members 
Mstep: Class 23 contains 26551 members 
Mstep: Class 24 contains 2154 members 
Mstep: Class 25 contains 37532 members 
Mstep: Class 26 contains 28283 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17181 members 
Mstep: Class 29 contains 19708 members 
Mstep: Class 30 contains 19590 members 
Mstep: Class 31 contains 31283 members 
Mstep: Class 32 contains 28850 members 
Mstep: Class 33 contains 28687 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29587 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 25969 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24690 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19620 members 
Mstep: Class 43 contains 25134 members 
Mstep: Class 44 contains 19317 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20063 members 
Mstep: Class 48 contains 20431 members 
Mstep: Class 49 contains 26010 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18175 members 
Mstep: Class 52 contains 18640 members 
Mstep: Class 53 contains 25017 members 
Mstep: Class 54 contains 18904 members 
Mstep: Class 55 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485104.000000 Penalty: 187370.656250
Iteration 434Q: 56 clusters Score -1.774851e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28006 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 25678 members 
Mstep: Class 6 contains 9186 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26905 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14247 members 
Mstep: Class 12 contains 18125 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 21740 members 
Mstep: Class 15 contains 17326 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 27711 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26588 members 
Mstep: Class 21 contains 27267 members 
Mstep: Class 22 contains 34563 members 
Mstep: Class 23 contains 26560 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37537 members 
Mstep: Class 26 contains 28227 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 19565 members 
Mstep: Class 31 contains 31274 members 
Mstep: Class 32 contains 28868 members 
Mstep: Class 33 contains 28687 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29595 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7954 members 
Mstep: Class 38 contains 25968 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24741 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19612 members 
Mstep: Class 43 contains 25135 members 
Mstep: Class 44 contains 19316 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20071 members 
Mstep: Class 48 contains 20453 members 
Mstep: Class 49 contains 26060 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18176 members 
Mstep: Class 52 contains 18646 members 
Mstep: Class 53 contains 25015 members 
Mstep: Class 54 contains 18905 members 
Mstep: Class 55 contains 19726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485120.000000 Penalty: 187370.656250
Iteration 435Q: 56 clusters Score -1.774851e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27998 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28896 members 
Mstep: Class 5 contains 25687 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26909 members 
Mstep: Class 9 contains 8442 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14244 members 
Mstep: Class 12 contains 18121 members 
Mstep: Class 13 contains 22131 members 
Mstep: Class 14 contains 21739 members 
Mstep: Class 15 contains 17318 members 
Mstep: Class 16 contains 3581 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 27707 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26588 members 
Mstep: Class 21 contains 27257 members 
Mstep: Class 22 contains 34564 members 
Mstep: Class 23 contains 26562 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37543 members 
Mstep: Class 26 contains 28167 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17178 members 
Mstep: Class 29 contains 19695 members 
Mstep: Class 30 contains 19564 members 
Mstep: Class 31 contains 31271 members 
Mstep: Class 32 contains 28873 members 
Mstep: Class 33 contains 28689 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29600 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7952 members 
Mstep: Class 38 contains 25973 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24774 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19604 members 
Mstep: Class 43 contains 25136 members 
Mstep: Class 44 contains 19317 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20076 members 
Mstep: Class 48 contains 20465 members 
Mstep: Class 49 contains 26107 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18176 members 
Mstep: Class 52 contains 18646 members 
Mstep: Class 53 contains 25011 members 
Mstep: Class 54 contains 18909 members 
Mstep: Class 55 contains 19724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485136.000000 Penalty: 187370.656250
Iteration 436Q: 56 clusters Score -1.774851e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27989 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28902 members 
Mstep: Class 5 contains 25697 members 
Mstep: Class 6 contains 9185 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26913 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14241 members 
Mstep: Class 12 contains 18122 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 21735 members 
Mstep: Class 15 contains 17312 members 
Mstep: Class 16 contains 3578 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27258 members 
Mstep: Class 22 contains 34553 members 
Mstep: Class 23 contains 26557 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37541 members 
Mstep: Class 26 contains 28120 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 19694 members 
Mstep: Class 30 contains 19563 members 
Mstep: Class 31 contains 31272 members 
Mstep: Class 32 contains 28885 members 
Mstep: Class 33 contains 28686 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29606 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7951 members 
Mstep: Class 38 contains 25974 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24801 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19603 members 
Mstep: Class 43 contains 25142 members 
Mstep: Class 44 contains 19314 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20071 members 
Mstep: Class 48 contains 20469 members 
Mstep: Class 49 contains 26148 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18175 members 
Mstep: Class 52 contains 18644 members 
Mstep: Class 53 contains 25006 members 
Mstep: Class 54 contains 18912 members 
Mstep: Class 55 contains 19724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485104.000000 Penalty: 187370.656250
Iteration 437Q: 56 clusters Score -1.774851e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27982 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28904 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 9189 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26934 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14243 members 
Mstep: Class 12 contains 18126 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 21723 members 
Mstep: Class 15 contains 17306 members 
Mstep: Class 16 contains 3573 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27253 members 
Mstep: Class 22 contains 34558 members 
Mstep: Class 23 contains 26561 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37539 members 
Mstep: Class 26 contains 28065 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 19690 members 
Mstep: Class 30 contains 19567 members 
Mstep: Class 31 contains 31264 members 
Mstep: Class 32 contains 28878 members 
Mstep: Class 33 contains 28683 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29613 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7950 members 
Mstep: Class 38 contains 25974 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24831 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19602 members 
Mstep: Class 43 contains 25139 members 
Mstep: Class 44 contains 19307 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20067 members 
Mstep: Class 48 contains 20473 members 
Mstep: Class 49 contains 26193 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18169 members 
Mstep: Class 52 contains 18643 members 
Mstep: Class 53 contains 25019 members 
Mstep: Class 54 contains 18916 members 
Mstep: Class 55 contains 19729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485040.000000 Penalty: 187370.656250
Iteration 438Q: 56 clusters Score -1.77485e+08 nChanged 525
Entering ConstructFrom: 
Score: -177485040.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -151735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -149962.828125 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -149962.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150243.359375 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -150243.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -150359.578125 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -150359.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -150449.625000 Penalty: 3327.209717
	Iteration 3F: 3 clusters Score -150449.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -150542.234375 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -150542.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150610.625000 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -150610.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -150674.000000 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -150674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -150726.250000 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -150726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -150768.406250 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -150768.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -150784.687500 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -150784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -150792.687500 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -150792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -150796.796875 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -150796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -150800.093750 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -150800.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -150804.250000 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -150804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -150809.437500 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -150809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -150811.234375 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -150811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -150812.968750 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -150813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -150814.734375 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -150814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -150815.812500 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -150815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -150817.484375 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -150817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -150817.484375 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -150817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Entering Unmasked Estep 
Score: -5348869.000000 Penalty: 2539.244141
	Iteration 0F: 2 clusters Score -5348869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -5329689.500000 Penalty: 5078.488281
	Iteration 0F: 3 clusters Score -5329690 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5336643.500000 Penalty: 5078.488281
	Iteration 1F: 3 clusters Score -5336644 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5337128.000000 Penalty: 5078.488281
	Iteration 2Q: 3 clusters Score -5337128 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5337576.000000 Penalty: 5078.488281
	Iteration 3Q: 3 clusters Score -5337576 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5338045.500000 Penalty: 5078.488281
	Iteration 4Q: 3 clusters Score -5338046 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5338526.000000 Penalty: 5078.488281
	Iteration 5Q: 3 clusters Score -5338526 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5339100.500000 Penalty: 5078.488281
	Iteration 6Q: 3 clusters Score -5339100 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5339841.500000 Penalty: 5078.488281
	Iteration 7Q: 3 clusters Score -5339842 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5340760.500000 Penalty: 5078.488281
	Iteration 8Q: 3 clusters Score -5340760 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5341755.500000 Penalty: 5078.488281
	Iteration 9Q: 3 clusters Score -5341756 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5342674.000000 Penalty: 5078.488281
	Iteration 10Q: 3 clusters Score -5342674 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -5343406.500000 Penalty: 5078.488281
	Iteration 11Q: 3 clusters Score -5343406 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5343961.500000 Penalty: 5078.488281
	Iteration 12Q: 3 clusters Score -5343962 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5344439.000000 Penalty: 5078.488281
	Iteration 13Q: 3 clusters Score -5344439 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -5344749.000000 Penalty: 5078.488281
	Iteration 14Q: 3 clusters Score -5344749 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5345011.000000 Penalty: 5078.488281
	Iteration 15Q: 3 clusters Score -5345011 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5345237.000000 Penalty: 5078.488281
	Iteration 16Q: 3 clusters Score -5345237 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5345465.000000 Penalty: 5078.488281
	Iteration 17Q: 3 clusters Score -5345465 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5345698.000000 Penalty: 5078.488281
	Iteration 18Q: 3 clusters Score -5345698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5345877.500000 Penalty: 5078.488281
	Iteration 19Q: 3 clusters Score -5345878 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -5346067.000000 Penalty: 5078.488281
	Iteration 20F: 3 clusters Score -5346067 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5346216.000000 Penalty: 5078.488281
	Iteration 21Q: 3 clusters Score -5346216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5346329.500000 Penalty: 5078.488281
	Iteration 22Q: 3 clusters Score -5346330 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -5346405.500000 Penalty: 5078.488281
	Iteration 23Q: 3 clusters Score -5346406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5346450.500000 Penalty: 5078.488281
	Iteration 24Q: 3 clusters Score -5346450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5346484.000000 Penalty: 5078.488281
	Iteration 25Q: 3 clusters Score -5346484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5346528.000000 Penalty: 5078.488281
	Iteration 26Q: 3 clusters Score -5346528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -5346556.000000 Penalty: 5078.488281
	Iteration 27Q: 3 clusters Score -5346556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5346591.500000 Penalty: 5078.488281
	Iteration 28Q: 3 clusters Score -5346592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -5346605.500000 Penalty: 5078.488281
	Iteration 29Q: 3 clusters Score -5346606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5346624.000000 Penalty: 5078.488281
	Iteration 30Q: 3 clusters Score -5346624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -5346630.000000 Penalty: 5078.488281
	Iteration 31Q: 3 clusters Score -5346630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -5346638.000000 Penalty: 5078.488281
	Iteration 32Q: 3 clusters Score -5346638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -5346644.000000 Penalty: 5078.488281
	Iteration 33Q: 3 clusters Score -5346644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5346651.000000 Penalty: 5078.488281
	Iteration 34Q: 3 clusters Score -5346651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5346649.000000 Penalty: 5078.488281
	Iteration 35Q: 3 clusters Score -5346649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5346648.500000 Penalty: 5078.488281
	Iteration 36Q: 3 clusters Score -5346648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5346648.000000 Penalty: 5078.488281
	Iteration 37Q: 3 clusters Score -5346648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5346648.000000 Penalty: 5078.488281
	Iteration 38Q: 3 clusters Score -5346648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5346648.000000 Penalty: 5078.488281
	Iteration 39F: 3 clusters Score -5346648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -224669.937500 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -224669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -222587.062500 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -222587.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -222955.484375 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -222955.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -223091.000000 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -223091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -223181.500000 Penalty: 3534.937744
	Iteration 3Q: 3 clusters Score -223181.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -223244.703125 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -223244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -223278.734375 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -223278.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -223308.984375 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -223309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -223330.421875 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -223330.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -223361.500000 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -223361.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -223392.187500 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -223392.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -223422.031250 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -223422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -223448.328125 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -223448.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -223488.625000 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -223488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -223526.343750 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -223526.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -223546.250000 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -223546.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -223574.687500 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -223574.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223597.828125 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -223597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223616.984375 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -223617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -223641.687500 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -223641.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223679.546875 Penalty: 3534.937744
	Iteration 19Q: 3 clusters Score -223679.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223722.468750 Penalty: 3534.937744
	Iteration 20F: 3 clusters Score -223722.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -223761.453125 Penalty: 3534.937744
	Iteration 21Q: 3 clusters Score -223761.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -223808.125000 Penalty: 3534.937744
	Iteration 22Q: 3 clusters Score -223808.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223847.375000 Penalty: 3534.937744
	Iteration 23Q: 3 clusters Score -223847.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -223877.750000 Penalty: 3534.937744
	Iteration 24Q: 3 clusters Score -223877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223934.656250 Penalty: 3534.937744
	Iteration 25Q: 3 clusters Score -223934.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223989.281250 Penalty: 3534.937744
	Iteration 26Q: 3 clusters Score -223989.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -224021.640625 Penalty: 3534.937744
	Iteration 27Q: 3 clusters Score -224021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -224061.906250 Penalty: 3534.937744
	Iteration 28Q: 3 clusters Score -224061.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -224078.078125 Penalty: 3534.937744
	Iteration 29Q: 3 clusters Score -224078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -224087.578125 Penalty: 3534.937744
	Iteration 30Q: 3 clusters Score -224087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -224088.812500 Penalty: 3534.937744
	Iteration 31Q: 3 clusters Score -224088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -224090.250000 Penalty: 3534.937744
	Iteration 32Q: 3 clusters Score -224090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -224091.468750 Penalty: 3534.937744
	Iteration 33Q: 3 clusters Score -224091.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -224091.468750 Penalty: 3534.937744
	Iteration 34F: 3 clusters Score -224091.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -5377652.500000 Penalty: 2547.407715
	Iteration 0F: 2 clusters Score -5377652 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 14464 members 
Entering Unmasked Estep 
Score: -5358137.500000 Penalty: 5094.815430
	Iteration 0F: 3 clusters Score -5358138 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -5365117.000000 Penalty: 5094.815430
	Iteration 1F: 3 clusters Score -5365117 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5365604.000000 Penalty: 5094.815430
	Iteration 2F: 3 clusters Score -5365604 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5365979.000000 Penalty: 5094.815430
	Iteration 3Q: 3 clusters Score -5365979 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -5366314.500000 Penalty: 5094.815430
	Iteration 4Q: 3 clusters Score -5366314 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5366615.000000 Penalty: 5094.815430
	Iteration 5Q: 3 clusters Score -5366615 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5366993.500000 Penalty: 5094.815430
	Iteration 6Q: 3 clusters Score -5366994 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5367500.500000 Penalty: 5094.815430
	Iteration 7Q: 3 clusters Score -5367500 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5368103.000000 Penalty: 5094.815430
	Iteration 8Q: 3 clusters Score -5368103 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5368937.000000 Penalty: 5094.815430
	Iteration 9Q: 3 clusters Score -5368937 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5370065.000000 Penalty: 5094.815430
	Iteration 10F: 3 clusters Score -5370065 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5371448.500000 Penalty: 5094.815430
	Iteration 11F: 3 clusters Score -5371448 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5372774.000000 Penalty: 5094.815430
	Iteration 12F: 3 clusters Score -5372774 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -5373845.500000 Penalty: 5094.815430
	Iteration 13Q: 3 clusters Score -5373846 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5374498.500000 Penalty: 5094.815430
	Iteration 14Q: 3 clusters Score -5374498 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5374909.000000 Penalty: 5094.815430
	Iteration 15Q: 3 clusters Score -5374909 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -5375138.500000 Penalty: 5094.815430
	Iteration 16Q: 3 clusters Score -5375138 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -5375313.500000 Penalty: 5094.815430
	Iteration 17Q: 3 clusters Score -5375314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5375413.500000 Penalty: 5094.815430
	Iteration 18Q: 3 clusters Score -5375414 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5375455.000000 Penalty: 5094.815430
	Iteration 19Q: 3 clusters Score -5375455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -5375485.000000 Penalty: 5094.815430
	Iteration 20F: 3 clusters Score -5375485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -5375505.000000 Penalty: 5094.815430
	Iteration 21Q: 3 clusters Score -5375505 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -5375521.000000 Penalty: 5094.815430
	Iteration 22Q: 3 clusters Score -5375521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5375537.000000 Penalty: 5094.815430
	Iteration 23Q: 3 clusters Score -5375537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -5375547.500000 Penalty: 5094.815430
	Iteration 24Q: 3 clusters Score -5375548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5375570.000000 Penalty: 5094.815430
	Iteration 25Q: 3 clusters Score -5375570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5375580.500000 Penalty: 5094.815430
	Iteration 26Q: 3 clusters Score -5375580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5375574.500000 Penalty: 5094.815430
	Iteration 27Q: 3 clusters Score -5375574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -5375573.000000 Penalty: 5094.815430
	Iteration 28Q: 3 clusters Score -5375573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5375574.000000 Penalty: 5094.815430
	Iteration 29Q: 3 clusters Score -5375574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -5375587.500000 Penalty: 5094.815430
	Iteration 30Q: 3 clusters Score -5375588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -5375593.500000 Penalty: 5094.815430
	Iteration 31Q: 3 clusters Score -5375594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -5375601.000000 Penalty: 5094.815430
	Iteration 32Q: 3 clusters Score -5375601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5375601.000000 Penalty: 5094.815430
	Iteration 33Q: 3 clusters Score -5375601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5375601.000000 Penalty: 5094.815430
	Iteration 34Q: 3 clusters Score -5375601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5375604.000000 Penalty: 5094.815430
	Iteration 35Q: 3 clusters Score -5375604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5375604.000000 Penalty: 5094.815430
	Iteration 36F: 3 clusters Score -5375604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Entering Unmasked Estep 
Score: -4788170.500000 Penalty: 2518.040771
	Iteration 0F: 2 clusters Score -4788170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4770339.500000 Penalty: 5036.081543
	Iteration 0F: 3 clusters Score -4770340 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4776627.000000 Penalty: 5036.081543
	Iteration 1F: 3 clusters Score -4776627 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4777080.500000 Penalty: 5036.081543
	Iteration 2Q: 3 clusters Score -4777080 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4777474.500000 Penalty: 5036.081543
	Iteration 3Q: 3 clusters Score -4777474 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4777868.500000 Penalty: 5036.081543
	Iteration 4Q: 3 clusters Score -4777868 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4778309.500000 Penalty: 5036.081543
	Iteration 5Q: 3 clusters Score -4778310 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4778779.000000 Penalty: 5036.081543
	Iteration 6Q: 3 clusters Score -4778779 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4779297.500000 Penalty: 5036.081543
	Iteration 7Q: 3 clusters Score -4779298 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4779845.500000 Penalty: 5036.081543
	Iteration 8Q: 3 clusters Score -4779846 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4780394.000000 Penalty: 5036.081543
	Iteration 9Q: 3 clusters Score -4780394 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -4781046.500000 Penalty: 5036.081543
	Iteration 10Q: 3 clusters Score -4781046 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4781691.500000 Penalty: 5036.081543
	Iteration 11Q: 3 clusters Score -4781692 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4782283.000000 Penalty: 5036.081543
	Iteration 12Q: 3 clusters Score -4782283 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4782747.000000 Penalty: 5036.081543
	Iteration 13Q: 3 clusters Score -4782747 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4783030.500000 Penalty: 5036.081543
	Iteration 14Q: 3 clusters Score -4783030 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -4783179.000000 Penalty: 5036.081543
	Iteration 15Q: 3 clusters Score -4783179 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4783242.000000 Penalty: 5036.081543
	Iteration 16Q: 3 clusters Score -4783242 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -4783265.000000 Penalty: 5036.081543
	Iteration 17Q: 3 clusters Score -4783265 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4783315.500000 Penalty: 5036.081543
	Iteration 18Q: 3 clusters Score -4783316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4783334.500000 Penalty: 5036.081543
	Iteration 19Q: 3 clusters Score -4783334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4783364.500000 Penalty: 5036.081543
	Iteration 20F: 3 clusters Score -4783364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -4783378.000000 Penalty: 5036.081543
	Iteration 21Q: 3 clusters Score -4783378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4783397.500000 Penalty: 5036.081543
	Iteration 22Q: 3 clusters Score -4783398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4783421.500000 Penalty: 5036.081543
	Iteration 23Q: 3 clusters Score -4783422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -4783458.500000 Penalty: 5036.081543
	Iteration 24Q: 3 clusters Score -4783458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -4783446.000000 Penalty: 5036.081543
	Iteration 25Q: 3 clusters Score -4783446 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -4783454.000000 Penalty: 5036.081543
	Iteration 26Q: 3 clusters Score -4783454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4783467.500000 Penalty: 5036.081543
	Iteration 27Q: 3 clusters Score -4783468 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4783494.500000 Penalty: 5036.081543
	Iteration 28Q: 3 clusters Score -4783494 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -4783493.000000 Penalty: 5036.081543
	Iteration 29Q: 3 clusters Score -4783493 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -4783502.500000 Penalty: 5036.081543
	Iteration 30Q: 3 clusters Score -4783502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -4783507.500000 Penalty: 5036.081543
	Iteration 31Q: 3 clusters Score -4783508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -4783530.500000 Penalty: 5036.081543
	Iteration 32Q: 3 clusters Score -4783530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -4783547.500000 Penalty: 5036.081543
	Iteration 33Q: 3 clusters Score -4783548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -4783534.000000 Penalty: 5036.081543
	Iteration 34Q: 3 clusters Score -4783534 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -4783551.000000 Penalty: 5036.081543
	Iteration 35Q: 3 clusters Score -4783551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4783558.000000 Penalty: 5036.081543
	Iteration 36Q: 3 clusters Score -4783558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -4783568.500000 Penalty: 5036.081543
	Iteration 37Q: 3 clusters Score -4783568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -4783600.500000 Penalty: 5036.081543
	Iteration 38Q: 3 clusters Score -4783600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4783639.000000 Penalty: 5036.081543
	Iteration 39Q: 3 clusters Score -4783639 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -4783683.000000 Penalty: 5036.081543
	Iteration 40F: 3 clusters Score -4783683 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4783717.500000 Penalty: 5036.081543
	Iteration 41Q: 3 clusters Score -4783718 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4783757.500000 Penalty: 5036.081543
	Iteration 42Q: 3 clusters Score -4783758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4783793.500000 Penalty: 5036.081543
	Iteration 43Q: 3 clusters Score -4783794 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4783824.000000 Penalty: 5036.081543
	Iteration 44Q: 3 clusters Score -4783824 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4783842.500000 Penalty: 5036.081543
	Iteration 45Q: 3 clusters Score -4783842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4783887.500000 Penalty: 5036.081543
	Iteration 46Q: 3 clusters Score -4783888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -4783909.500000 Penalty: 5036.081543
	Iteration 47Q: 3 clusters Score -4783910 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4783937.500000 Penalty: 5036.081543
	Iteration 48Q: 3 clusters Score -4783938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4783968.000000 Penalty: 5036.081543
	Iteration 49Q: 3 clusters Score -4783968 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4784009.500000 Penalty: 5036.081543
	Iteration 50Q: 3 clusters Score -4784010 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4784036.000000 Penalty: 5036.081543
	Iteration 51Q: 3 clusters Score -4784036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4784062.000000 Penalty: 5036.081543
	Iteration 52Q: 3 clusters Score -4784062 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -4784098.500000 Penalty: 5036.081543
	Iteration 53Q: 3 clusters Score -4784098 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4784162.500000 Penalty: 5036.081543
	Iteration 54Q: 3 clusters Score -4784162 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4784204.500000 Penalty: 5036.081543
	Iteration 55Q: 3 clusters Score -4784204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4784261.500000 Penalty: 5036.081543
	Iteration 56Q: 3 clusters Score -4784262 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4784302.500000 Penalty: 5036.081543
	Iteration 57Q: 3 clusters Score -4784302 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4784338.500000 Penalty: 5036.081543
	Iteration 58Q: 3 clusters Score -4784338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4784406.500000 Penalty: 5036.081543
	Iteration 59Q: 3 clusters Score -4784406 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -4784445.500000 Penalty: 5036.081543
	Iteration 60F: 3 clusters Score -4784446 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4784504.000000 Penalty: 5036.081543
	Iteration 61Q: 3 clusters Score -4784504 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4784582.500000 Penalty: 5036.081543
	Iteration 62Q: 3 clusters Score -4784582 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4784636.500000 Penalty: 5036.081543
	Iteration 63Q: 3 clusters Score -4784636 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4784709.000000 Penalty: 5036.081543
	Iteration 64Q: 3 clusters Score -4784709 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4784791.500000 Penalty: 5036.081543
	Iteration 65Q: 3 clusters Score -4784792 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4784870.000000 Penalty: 5036.081543
	Iteration 66Q: 3 clusters Score -4784870 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4784962.500000 Penalty: 5036.081543
	Iteration 67Q: 3 clusters Score -4784962 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4785050.500000 Penalty: 5036.081543
	Iteration 68Q: 3 clusters Score -4785050 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4785146.500000 Penalty: 5036.081543
	Iteration 69Q: 3 clusters Score -4785146 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4785246.500000 Penalty: 5036.081543
	Iteration 70Q: 3 clusters Score -4785246 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4785322.000000 Penalty: 5036.081543
	Iteration 71Q: 3 clusters Score -4785322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4785402.500000 Penalty: 5036.081543
	Iteration 72Q: 3 clusters Score -4785402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4785459.000000 Penalty: 5036.081543
	Iteration 73Q: 3 clusters Score -4785459 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4785529.000000 Penalty: 5036.081543
	Iteration 74Q: 3 clusters Score -4785529 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4785593.000000 Penalty: 5036.081543
	Iteration 75Q: 3 clusters Score -4785593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4785645.000000 Penalty: 5036.081543
	Iteration 76Q: 3 clusters Score -4785645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4785690.500000 Penalty: 5036.081543
	Iteration 77Q: 3 clusters Score -4785690 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4785756.500000 Penalty: 5036.081543
	Iteration 78Q: 3 clusters Score -4785756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4785815.000000 Penalty: 5036.081543
	Iteration 79Q: 3 clusters Score -4785815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4785857.000000 Penalty: 5036.081543
	Iteration 80F: 3 clusters Score -4785857 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4785892.500000 Penalty: 5036.081543
	Iteration 81Q: 3 clusters Score -4785892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4785917.000000 Penalty: 5036.081543
	Iteration 82Q: 3 clusters Score -4785917 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4785928.000000 Penalty: 5036.081543
	Iteration 83Q: 3 clusters Score -4785928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4785944.500000 Penalty: 5036.081543
	Iteration 84Q: 3 clusters Score -4785944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4785960.000000 Penalty: 5036.081543
	Iteration 85Q: 3 clusters Score -4785960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4785968.000000 Penalty: 5036.081543
	Iteration 86Q: 3 clusters Score -4785968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4785967.000000 Penalty: 5036.081543
	Iteration 87Q: 3 clusters Score -4785967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4785983.500000 Penalty: 5036.081543
	Iteration 88Q: 3 clusters Score -4785984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4785982.500000 Penalty: 5036.081543
	Iteration 89Q: 3 clusters Score -4785982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4785987.000000 Penalty: 5036.081543
	Iteration 90Q: 3 clusters Score -4785987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4785988.000000 Penalty: 5036.081543
	Iteration 91Q: 3 clusters Score -4785988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4785988.000000 Penalty: 5036.081543
	Iteration 92F: 3 clusters Score -4785988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -1779196.750000 Penalty: 2263.243164
	Iteration 0F: 2 clusters Score -1779197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1772101.250000 Penalty: 4526.486328
	Iteration 0F: 3 clusters Score -1772101 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1774079.500000 Penalty: 4526.486328
	Iteration 1F: 3 clusters Score -1774080 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1774355.125000 Penalty: 4526.486328
	Iteration 2F: 3 clusters Score -1774355 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1774543.500000 Penalty: 4526.486328
	Iteration 3Q: 3 clusters Score -1774544 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1774720.000000 Penalty: 4526.486328
	Iteration 4Q: 3 clusters Score -1774720 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1774902.250000 Penalty: 4526.486328
	Iteration 5Q: 3 clusters Score -1774902 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1775080.250000 Penalty: 4526.486328
	Iteration 6Q: 3 clusters Score -1775080 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1775255.375000 Penalty: 4526.486328
	Iteration 7Q: 3 clusters Score -1775255 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1775438.375000 Penalty: 4526.486328
	Iteration 8Q: 3 clusters Score -1775438 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1775617.750000 Penalty: 4526.486328
	Iteration 9Q: 3 clusters Score -1775618 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1775825.500000 Penalty: 4526.486328
	Iteration 10Q: 3 clusters Score -1775826 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1776046.250000 Penalty: 4526.486328
	Iteration 11Q: 3 clusters Score -1776046 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1776267.375000 Penalty: 4526.486328
	Iteration 12Q: 3 clusters Score -1776267 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1776499.375000 Penalty: 4526.486328
	Iteration 13Q: 3 clusters Score -1776499 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1776751.625000 Penalty: 4526.486328
	Iteration 14Q: 3 clusters Score -1776752 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1776946.250000 Penalty: 4526.486328
	Iteration 15Q: 3 clusters Score -1776946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1777064.250000 Penalty: 4526.486328
	Iteration 16Q: 3 clusters Score -1777064 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1777142.125000 Penalty: 4526.486328
	Iteration 17Q: 3 clusters Score -1777142 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1777174.750000 Penalty: 4526.486328
	Iteration 18Q: 3 clusters Score -1777175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1777190.375000 Penalty: 4526.486328
	Iteration 19Q: 3 clusters Score -1777190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1777202.000000 Penalty: 4526.486328
	Iteration 20F: 3 clusters Score -1777202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1777211.250000 Penalty: 4526.486328
	Iteration 21Q: 3 clusters Score -1777211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1777214.250000 Penalty: 4526.486328
	Iteration 22Q: 3 clusters Score -1777214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1777216.250000 Penalty: 4526.486328
	Iteration 23Q: 3 clusters Score -1777216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1777215.000000 Penalty: 4526.486328
	Iteration 24Q: 3 clusters Score -1777215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1777218.875000 Penalty: 4526.486328
	Iteration 25Q: 3 clusters Score -1777219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1777220.875000 Penalty: 4526.486328
	Iteration 26Q: 3 clusters Score -1777221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1777220.625000 Penalty: 4526.486328
	Iteration 27Q: 3 clusters Score -1777221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1777221.375000 Penalty: 4526.486328
	Iteration 28Q: 3 clusters Score -1777221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1777223.250000 Penalty: 4526.486328
	Iteration 29Q: 3 clusters Score -1777223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1777221.875000 Penalty: 4526.486328
	Iteration 30Q: 3 clusters Score -1777222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1777223.125000 Penalty: 4526.486328
	Iteration 31Q: 3 clusters Score -1777223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1777223.125000 Penalty: 4526.486328
	Iteration 32F: 3 clusters Score -1777223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -117744.617188 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -117744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116004.890625 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -116004.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116307.617188 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -116307.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116437.242188 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -116437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116502.500000 Penalty: 3259.852295
	Iteration 3Q: 3 clusters Score -116502.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -116546.742188 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -116546.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116599.507812 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -116599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116658.726562 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -116658.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -116702.343750 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -116702.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -116752.937500 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -116752.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -116798.750000 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -116798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116831.867188 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -116831.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -116851.343750 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -116851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -116865.515625 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -116865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -116884.085938 Penalty: 3259.852295
	Iteration 13Q: 3 clusters Score -116884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116889.062500 Penalty: 3259.852295
	Iteration 14Q: 3 clusters Score -116889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -116890.093750 Penalty: 3259.852295
	Iteration 15Q: 3 clusters Score -116890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -116890.093750 Penalty: 3259.852295
	Iteration 16F: 3 clusters Score -116890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Entering Unmasked Estep 
Score: -5188280.000000 Penalty: 2529.893066
	Iteration 0F: 2 clusters Score -5188280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5170338.000000 Penalty: 5059.786133
	Iteration 0F: 3 clusters Score -5170338 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -5176616.500000 Penalty: 5059.786133
	Iteration 1F: 3 clusters Score -5176616 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5177029.500000 Penalty: 5059.786133
	Iteration 2Q: 3 clusters Score -5177030 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -5177480.000000 Penalty: 5059.786133
	Iteration 3Q: 3 clusters Score -5177480 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -5177983.000000 Penalty: 5059.786133
	Iteration 4Q: 3 clusters Score -5177983 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5178669.500000 Penalty: 5059.786133
	Iteration 5F: 3 clusters Score -5178670 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5179580.000000 Penalty: 5059.786133
	Iteration 6F: 3 clusters Score -5179580 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -5180736.000000 Penalty: 5059.786133
	Iteration 7F: 3 clusters Score -5180736 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -5182107.500000 Penalty: 5059.786133
	Iteration 8F: 3 clusters Score -5182108 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -5183601.500000 Penalty: 5059.786133
	Iteration 9F: 3 clusters Score -5183602 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -5184698.500000 Penalty: 5059.786133
	Iteration 10Q: 3 clusters Score -5184698 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5185340.500000 Penalty: 5059.786133
	Iteration 11Q: 3 clusters Score -5185340 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5185671.000000 Penalty: 5059.786133
	Iteration 12Q: 3 clusters Score -5185671 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5185840.500000 Penalty: 5059.786133
	Iteration 13Q: 3 clusters Score -5185840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5185937.500000 Penalty: 5059.786133
	Iteration 14Q: 3 clusters Score -5185938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5185997.000000 Penalty: 5059.786133
	Iteration 15Q: 3 clusters Score -5185997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5186036.000000 Penalty: 5059.786133
	Iteration 16Q: 3 clusters Score -5186036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5186054.500000 Penalty: 5059.786133
	Iteration 17Q: 3 clusters Score -5186054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5186066.500000 Penalty: 5059.786133
	Iteration 18Q: 3 clusters Score -5186066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5186074.500000 Penalty: 5059.786133
	Iteration 19Q: 3 clusters Score -5186074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5186079.000000 Penalty: 5059.786133
	Iteration 20F: 3 clusters Score -5186079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5186081.000000 Penalty: 5059.786133
	Iteration 21Q: 3 clusters Score -5186081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5186083.000000 Penalty: 5059.786133
	Iteration 22Q: 3 clusters Score -5186083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5186083.000000 Penalty: 5059.786133
	Iteration 23F: 3 clusters Score -5186083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Entering Unmasked Estep 
Score: -1628651.000000 Penalty: 2241.867676
	Iteration 0F: 2 clusters Score -1628651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1621986.000000 Penalty: 4483.735352
	Iteration 0F: 3 clusters Score -1621986 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1623717.750000 Penalty: 4483.735352
	Iteration 1F: 3 clusters Score -1623718 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1623960.500000 Penalty: 4483.735352
	Iteration 2F: 3 clusters Score -1623960 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1624127.875000 Penalty: 4483.735352
	Iteration 3Q: 3 clusters Score -1624128 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1624236.875000 Penalty: 4483.735352
	Iteration 4Q: 3 clusters Score -1624237 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1624330.625000 Penalty: 4483.735352
	Iteration 5Q: 3 clusters Score -1624331 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1624395.750000 Penalty: 4483.735352
	Iteration 6Q: 3 clusters Score -1624396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1624452.125000 Penalty: 4483.735352
	Iteration 7Q: 3 clusters Score -1624452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1624523.000000 Penalty: 4483.735352
	Iteration 8Q: 3 clusters Score -1624523 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1624592.625000 Penalty: 4483.735352
	Iteration 9Q: 3 clusters Score -1624593 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1624675.000000 Penalty: 4483.735352
	Iteration 10Q: 3 clusters Score -1624675 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1624775.250000 Penalty: 4483.735352
	Iteration 11Q: 3 clusters Score -1624775 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1624884.250000 Penalty: 4483.735352
	Iteration 12Q: 3 clusters Score -1624884 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1625024.125000 Penalty: 4483.735352
	Iteration 13Q: 3 clusters Score -1625024 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1625197.125000 Penalty: 4483.735352
	Iteration 14Q: 3 clusters Score -1625197 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1625412.375000 Penalty: 4483.735352
	Iteration 15Q: 3 clusters Score -1625412 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1625625.875000 Penalty: 4483.735352
	Iteration 16Q: 3 clusters Score -1625626 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1625843.875000 Penalty: 4483.735352
	Iteration 17Q: 3 clusters Score -1625844 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1626067.625000 Penalty: 4483.735352
	Iteration 18Q: 3 clusters Score -1626068 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1626249.875000 Penalty: 4483.735352
	Iteration 19Q: 3 clusters Score -1626250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1626360.875000 Penalty: 4483.735352
	Iteration 20F: 3 clusters Score -1626361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1626444.500000 Penalty: 4483.735352
	Iteration 21Q: 3 clusters Score -1626444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1626510.625000 Penalty: 4483.735352
	Iteration 22Q: 3 clusters Score -1626511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1626557.875000 Penalty: 4483.735352
	Iteration 23Q: 3 clusters Score -1626558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1626596.000000 Penalty: 4483.735352
	Iteration 24Q: 3 clusters Score -1626596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1626618.250000 Penalty: 4483.735352
	Iteration 25Q: 3 clusters Score -1626618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1626625.625000 Penalty: 4483.735352
	Iteration 26Q: 3 clusters Score -1626626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1626634.000000 Penalty: 4483.735352
	Iteration 27Q: 3 clusters Score -1626634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1626644.250000 Penalty: 4483.735352
	Iteration 28Q: 3 clusters Score -1626644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1626658.500000 Penalty: 4483.735352
	Iteration 29Q: 3 clusters Score -1626658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1626667.500000 Penalty: 4483.735352
	Iteration 30Q: 3 clusters Score -1626668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1626674.500000 Penalty: 4483.735352
	Iteration 31Q: 3 clusters Score -1626674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1626679.000000 Penalty: 4483.735352
	Iteration 32Q: 3 clusters Score -1626679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1626681.125000 Penalty: 4483.735352
	Iteration 33Q: 3 clusters Score -1626681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1626681.125000 Penalty: 4483.735352
	Iteration 34F: 3 clusters Score -1626681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119959.343750 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -119959.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120213.250000 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120213.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -120280.546875 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120280.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -120311.226562 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120331.062500 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120331.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -120352.460938 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120352.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120373.929688 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -120405.437500 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120405.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120429.343750 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120429.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120449.414062 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -120469.000000 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -120469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -120479.273438 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -120479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120485.875000 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -120485.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120490.625000 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -120490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -120490.625000 Penalty: 3234.228271
	Iteration 14F: 3 clusters Score -120490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Entering Unmasked Estep 
Score: -2833266.250000 Penalty: 2371.929443
	Iteration 0F: 2 clusters Score -2833266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2822949.000000 Penalty: 4743.858887
	Iteration 0F: 3 clusters Score -2822949 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2826069.750000 Penalty: 4743.858887
	Iteration 1F: 3 clusters Score -2826070 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2826333.250000 Penalty: 4743.858887
	Iteration 2F: 3 clusters Score -2826333 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2826554.250000 Penalty: 4743.858887
	Iteration 3Q: 3 clusters Score -2826554 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2826750.250000 Penalty: 4743.858887
	Iteration 4Q: 3 clusters Score -2826750 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2826930.500000 Penalty: 4743.858887
	Iteration 5Q: 3 clusters Score -2826930 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2827110.500000 Penalty: 4743.858887
	Iteration 6Q: 3 clusters Score -2827110 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2827303.000000 Penalty: 4743.858887
	Iteration 7Q: 3 clusters Score -2827303 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2827487.500000 Penalty: 4743.858887
	Iteration 8Q: 3 clusters Score -2827488 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2827705.500000 Penalty: 4743.858887
	Iteration 9Q: 3 clusters Score -2827706 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2827969.750000 Penalty: 4743.858887
	Iteration 10Q: 3 clusters Score -2827970 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2828325.750000 Penalty: 4743.858887
	Iteration 11Q: 3 clusters Score -2828326 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2828716.250000 Penalty: 4743.858887
	Iteration 12Q: 3 clusters Score -2828716 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2829136.250000 Penalty: 4743.858887
	Iteration 13Q: 3 clusters Score -2829136 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2829593.000000 Penalty: 4743.858887
	Iteration 14Q: 3 clusters Score -2829593 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2829983.000000 Penalty: 4743.858887
	Iteration 15Q: 3 clusters Score -2829983 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2830349.250000 Penalty: 4743.858887
	Iteration 16Q: 3 clusters Score -2830349 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2830614.500000 Penalty: 4743.858887
	Iteration 17Q: 3 clusters Score -2830614 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2830796.250000 Penalty: 4743.858887
	Iteration 18Q: 3 clusters Score -2830796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2830930.500000 Penalty: 4743.858887
	Iteration 19Q: 3 clusters Score -2830930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2831049.750000 Penalty: 4743.858887
	Iteration 20F: 3 clusters Score -2831050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2831119.500000 Penalty: 4743.858887
	Iteration 21Q: 3 clusters Score -2831120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2831149.250000 Penalty: 4743.858887
	Iteration 22Q: 3 clusters Score -2831149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2831175.750000 Penalty: 4743.858887
	Iteration 23Q: 3 clusters Score -2831176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2831198.500000 Penalty: 4743.858887
	Iteration 24Q: 3 clusters Score -2831198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2831208.750000 Penalty: 4743.858887
	Iteration 25Q: 3 clusters Score -2831209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2831222.250000 Penalty: 4743.858887
	Iteration 26Q: 3 clusters Score -2831222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2831237.500000 Penalty: 4743.858887
	Iteration 27Q: 3 clusters Score -2831238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2831249.250000 Penalty: 4743.858887
	Iteration 28Q: 3 clusters Score -2831249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2831254.000000 Penalty: 4743.858887
	Iteration 29Q: 3 clusters Score -2831254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2831265.000000 Penalty: 4743.858887
	Iteration 30Q: 3 clusters Score -2831265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2831271.750000 Penalty: 4743.858887
	Iteration 31Q: 3 clusters Score -2831272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2831280.250000 Penalty: 4743.858887
	Iteration 32Q: 3 clusters Score -2831280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2831282.750000 Penalty: 4743.858887
	Iteration 33Q: 3 clusters Score -2831283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2831285.750000 Penalty: 4743.858887
	Iteration 34Q: 3 clusters Score -2831286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2831283.500000 Penalty: 4743.858887
	Iteration 35Q: 3 clusters Score -2831284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2831284.500000 Penalty: 4743.858887
	Iteration 36Q: 3 clusters Score -2831284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2831287.250000 Penalty: 4743.858887
	Iteration 37Q: 3 clusters Score -2831287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2831288.250000 Penalty: 4743.858887
	Iteration 38Q: 3 clusters Score -2831288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2831288.250000 Penalty: 4743.858887
	Iteration 39F: 3 clusters Score -2831288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Entering Unmasked Estep 
Score: -3744302.750000 Penalty: 2431.638184
	Iteration 0F: 2 clusters Score -3744303 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 8994 members 
Entering Unmasked Estep 
Score: -3732805.500000 Penalty: 4863.276367
	Iteration 0F: 3 clusters Score -3732806 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -3736891.500000 Penalty: 4863.276367
	Iteration 1F: 3 clusters Score -3736892 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -3737248.500000 Penalty: 4863.276367
	Iteration 2F: 3 clusters Score -3737248 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3737507.250000 Penalty: 4863.276367
	Iteration 3Q: 3 clusters Score -3737507 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3737662.750000 Penalty: 4863.276367
	Iteration 4Q: 3 clusters Score -3737663 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3737840.250000 Penalty: 4863.276367
	Iteration 5Q: 3 clusters Score -3737840 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3738015.250000 Penalty: 4863.276367
	Iteration 6Q: 3 clusters Score -3738015 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3738183.750000 Penalty: 4863.276367
	Iteration 7Q: 3 clusters Score -3738184 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3738348.000000 Penalty: 4863.276367
	Iteration 8Q: 3 clusters Score -3738348 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3738543.250000 Penalty: 4863.276367
	Iteration 9Q: 3 clusters Score -3738543 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3738825.750000 Penalty: 4863.276367
	Iteration 10Q: 3 clusters Score -3738826 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -3739340.250000 Penalty: 4863.276367
	Iteration 11Q: 3 clusters Score -3739340 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3740146.500000 Penalty: 4863.276367
	Iteration 12F: 3 clusters Score -3740146 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3741208.250000 Penalty: 4863.276367
	Iteration 13F: 3 clusters Score -3741208 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3742002.250000 Penalty: 4863.276367
	Iteration 14F: 3 clusters Score -3742002 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3742506.000000 Penalty: 4863.276367
	Iteration 15Q: 3 clusters Score -3742506 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3742773.500000 Penalty: 4863.276367
	Iteration 16Q: 3 clusters Score -3742774 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -3742883.000000 Penalty: 4863.276367
	Iteration 17Q: 3 clusters Score -3742883 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3742955.500000 Penalty: 4863.276367
	Iteration 18Q: 3 clusters Score -3742956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3742936.250000 Penalty: 4863.276367
	Iteration 19Q: 3 clusters Score -3742936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3742945.250000 Penalty: 4863.276367
	Iteration 20F: 3 clusters Score -3742945 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3742958.250000 Penalty: 4863.276367
	Iteration 21Q: 3 clusters Score -3742958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -3742953.000000 Penalty: 4863.276367
	Iteration 22Q: 3 clusters Score -3742953 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3742965.000000 Penalty: 4863.276367
	Iteration 23Q: 3 clusters Score -3742965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -3742982.500000 Penalty: 4863.276367
	Iteration 24Q: 3 clusters Score -3742982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3742933.500000 Penalty: 4863.276367
	Iteration 25Q: 3 clusters Score -3742934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3742930.500000 Penalty: 4863.276367
	Iteration 26Q: 3 clusters Score -3742930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -3742922.000000 Penalty: 4863.276367
	Iteration 27Q: 3 clusters Score -3742922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3742900.500000 Penalty: 4863.276367
	Iteration 28Q: 3 clusters Score -3742900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3742896.250000 Penalty: 4863.276367
	Iteration 29Q: 3 clusters Score -3742896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -3742868.750000 Penalty: 4863.276367
	Iteration 30Q: 3 clusters Score -3742869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3742875.250000 Penalty: 4863.276367
	Iteration 31Q: 3 clusters Score -3742875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3742882.750000 Penalty: 4863.276367
	Iteration 32Q: 3 clusters Score -3742883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -3742876.750000 Penalty: 4863.276367
	Iteration 33Q: 3 clusters Score -3742877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3742892.750000 Penalty: 4863.276367
	Iteration 34Q: 3 clusters Score -3742893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -3742883.500000 Penalty: 4863.276367
	Iteration 35Q: 3 clusters Score -3742884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3742880.500000 Penalty: 4863.276367
	Iteration 36Q: 3 clusters Score -3742880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3742892.750000 Penalty: 4863.276367
	Iteration 37Q: 3 clusters Score -3742893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3742892.750000 Penalty: 4863.276367
	Iteration 38F: 3 clusters Score -3742893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Entering Unmasked Estep 
Score: -4550818.000000 Penalty: 2481.017334
	Iteration 0F: 2 clusters Score -4550818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4537444.500000 Penalty: 4962.034668
	Iteration 0F: 3 clusters Score -4537444 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4542875.500000 Penalty: 4962.034668
	Iteration 1F: 3 clusters Score -4542876 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4543312.000000 Penalty: 4962.034668
	Iteration 2F: 3 clusters Score -4543312 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4543691.500000 Penalty: 4962.034668
	Iteration 3Q: 3 clusters Score -4543692 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -4544045.000000 Penalty: 4962.034668
	Iteration 4Q: 3 clusters Score -4544045 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4544341.000000 Penalty: 4962.034668
	Iteration 5Q: 3 clusters Score -4544341 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4544675.000000 Penalty: 4962.034668
	Iteration 6Q: 3 clusters Score -4544675 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4545058.500000 Penalty: 4962.034668
	Iteration 7Q: 3 clusters Score -4545058 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4545442.000000 Penalty: 4962.034668
	Iteration 8Q: 3 clusters Score -4545442 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4545846.000000 Penalty: 4962.034668
	Iteration 9Q: 3 clusters Score -4545846 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4546294.000000 Penalty: 4962.034668
	Iteration 10Q: 3 clusters Score -4546294 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4546789.000000 Penalty: 4962.034668
	Iteration 11Q: 3 clusters Score -4546789 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4547128.000000 Penalty: 4962.034668
	Iteration 12Q: 3 clusters Score -4547128 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4547445.000000 Penalty: 4962.034668
	Iteration 13Q: 3 clusters Score -4547445 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4547631.500000 Penalty: 4962.034668
	Iteration 14Q: 3 clusters Score -4547632 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4547727.000000 Penalty: 4962.034668
	Iteration 15Q: 3 clusters Score -4547727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4547845.500000 Penalty: 4962.034668
	Iteration 16Q: 3 clusters Score -4547846 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4547936.000000 Penalty: 4962.034668
	Iteration 17Q: 3 clusters Score -4547936 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4547983.000000 Penalty: 4962.034668
	Iteration 18Q: 3 clusters Score -4547983 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -4548045.000000 Penalty: 4962.034668
	Iteration 19Q: 3 clusters Score -4548045 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4548080.500000 Penalty: 4962.034668
	Iteration 20F: 3 clusters Score -4548080 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4548149.500000 Penalty: 4962.034668
	Iteration 21Q: 3 clusters Score -4548150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4548182.000000 Penalty: 4962.034668
	Iteration 22Q: 3 clusters Score -4548182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4548239.000000 Penalty: 4962.034668
	Iteration 23Q: 3 clusters Score -4548239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4548260.000000 Penalty: 4962.034668
	Iteration 24Q: 3 clusters Score -4548260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4548290.500000 Penalty: 4962.034668
	Iteration 25Q: 3 clusters Score -4548290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4548299.500000 Penalty: 4962.034668
	Iteration 26Q: 3 clusters Score -4548300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4548322.500000 Penalty: 4962.034668
	Iteration 27Q: 3 clusters Score -4548322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4548334.500000 Penalty: 4962.034668
	Iteration 28Q: 3 clusters Score -4548334 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4548348.500000 Penalty: 4962.034668
	Iteration 29Q: 3 clusters Score -4548348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -4548344.500000 Penalty: 4962.034668
	Iteration 30Q: 3 clusters Score -4548344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -4548361.000000 Penalty: 4962.034668
	Iteration 31Q: 3 clusters Score -4548361 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4548382.000000 Penalty: 4962.034668
	Iteration 32Q: 3 clusters Score -4548382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -4548384.000000 Penalty: 4962.034668
	Iteration 33Q: 3 clusters Score -4548384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4548416.500000 Penalty: 4962.034668
	Iteration 34Q: 3 clusters Score -4548416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4548428.000000 Penalty: 4962.034668
	Iteration 35Q: 3 clusters Score -4548428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4548444.000000 Penalty: 4962.034668
	Iteration 36Q: 3 clusters Score -4548444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4548458.500000 Penalty: 4962.034668
	Iteration 37Q: 3 clusters Score -4548458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4548477.000000 Penalty: 4962.034668
	Iteration 38Q: 3 clusters Score -4548477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4548501.500000 Penalty: 4962.034668
	Iteration 39Q: 3 clusters Score -4548502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4548519.500000 Penalty: 4962.034668
	Iteration 40F: 3 clusters Score -4548520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4548561.000000 Penalty: 4962.034668
	Iteration 41Q: 3 clusters Score -4548561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -4548593.000000 Penalty: 4962.034668
	Iteration 42Q: 3 clusters Score -4548593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4548624.500000 Penalty: 4962.034668
	Iteration 43Q: 3 clusters Score -4548624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4548638.500000 Penalty: 4962.034668
	Iteration 44Q: 3 clusters Score -4548638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4548665.000000 Penalty: 4962.034668
	Iteration 45Q: 3 clusters Score -4548665 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4548690.500000 Penalty: 4962.034668
	Iteration 46Q: 3 clusters Score -4548690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4548723.000000 Penalty: 4962.034668
	Iteration 47Q: 3 clusters Score -4548723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4548742.500000 Penalty: 4962.034668
	Iteration 48Q: 3 clusters Score -4548742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4548763.000000 Penalty: 4962.034668
	Iteration 49Q: 3 clusters Score -4548763 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4548776.000000 Penalty: 4962.034668
	Iteration 50Q: 3 clusters Score -4548776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -4548772.500000 Penalty: 4962.034668
	Iteration 51Q: 3 clusters Score -4548772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4548787.500000 Penalty: 4962.034668
	Iteration 52Q: 3 clusters Score -4548788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4548819.500000 Penalty: 4962.034668
	Iteration 53Q: 3 clusters Score -4548820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4548839.000000 Penalty: 4962.034668
	Iteration 54Q: 3 clusters Score -4548839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4548860.500000 Penalty: 4962.034668
	Iteration 55Q: 3 clusters Score -4548860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4548863.500000 Penalty: 4962.034668
	Iteration 56Q: 3 clusters Score -4548864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4548871.000000 Penalty: 4962.034668
	Iteration 57Q: 3 clusters Score -4548871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4548882.500000 Penalty: 4962.034668
	Iteration 58Q: 3 clusters Score -4548882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4548898.000000 Penalty: 4962.034668
	Iteration 59Q: 3 clusters Score -4548898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4548902.000000 Penalty: 4962.034668
	Iteration 60F: 3 clusters Score -4548902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -4548906.500000 Penalty: 4962.034668
	Iteration 61Q: 3 clusters Score -4548906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -4548913.500000 Penalty: 4962.034668
	Iteration 62Q: 3 clusters Score -4548914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4548904.500000 Penalty: 4962.034668
	Iteration 63Q: 3 clusters Score -4548904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -4548911.000000 Penalty: 4962.034668
	Iteration 64Q: 3 clusters Score -4548911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4548913.000000 Penalty: 4962.034668
	Iteration 65Q: 3 clusters Score -4548913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -4548925.500000 Penalty: 4962.034668
	Iteration 66Q: 3 clusters Score -4548926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4548924.000000 Penalty: 4962.034668
	Iteration 67Q: 3 clusters Score -4548924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4548931.000000 Penalty: 4962.034668
	Iteration 68Q: 3 clusters Score -4548931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4548931.000000 Penalty: 4962.034668
	Iteration 69Q: 3 clusters Score -4548931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4548952.500000 Penalty: 4962.034668
	Iteration 70Q: 3 clusters Score -4548952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -4548954.000000 Penalty: 4962.034668
	Iteration 71Q: 3 clusters Score -4548954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4548966.000000 Penalty: 4962.034668
	Iteration 72Q: 3 clusters Score -4548966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -4548976.500000 Penalty: 4962.034668
	Iteration 73Q: 3 clusters Score -4548976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4548991.500000 Penalty: 4962.034668
	Iteration 74Q: 3 clusters Score -4548992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4548995.000000 Penalty: 4962.034668
	Iteration 75Q: 3 clusters Score -4548995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4548996.500000 Penalty: 4962.034668
	Iteration 76Q: 3 clusters Score -4548996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4549010.000000 Penalty: 4962.034668
	Iteration 77Q: 3 clusters Score -4549010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4549012.000000 Penalty: 4962.034668
	Iteration 78Q: 3 clusters Score -4549012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4549011.000000 Penalty: 4962.034668
	Iteration 79Q: 3 clusters Score -4549011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4549017.000000 Penalty: 4962.034668
	Iteration 80F: 3 clusters Score -4549017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4549016.000000 Penalty: 4962.034668
	Iteration 81Q: 3 clusters Score -4549016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4549027.000000 Penalty: 4962.034668
	Iteration 82Q: 3 clusters Score -4549027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -4549036.500000 Penalty: 4962.034668
	Iteration 83Q: 3 clusters Score -4549036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -4549049.000000 Penalty: 4962.034668
	Iteration 84Q: 3 clusters Score -4549049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4549039.500000 Penalty: 4962.034668
	Iteration 85Q: 3 clusters Score -4549040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4549052.500000 Penalty: 4962.034668
	Iteration 86Q: 3 clusters Score -4549052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -4549053.500000 Penalty: 4962.034668
	Iteration 87Q: 3 clusters Score -4549054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4549058.000000 Penalty: 4962.034668
	Iteration 88Q: 3 clusters Score -4549058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -4549064.500000 Penalty: 4962.034668
	Iteration 89Q: 3 clusters Score -4549064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4549076.000000 Penalty: 4962.034668
	Iteration 90Q: 3 clusters Score -4549076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -4549081.500000 Penalty: 4962.034668
	Iteration 91Q: 3 clusters Score -4549082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4549085.500000 Penalty: 4962.034668
	Iteration 92Q: 3 clusters Score -4549086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4549107.500000 Penalty: 4962.034668
	Iteration 93Q: 3 clusters Score -4549108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4549129.500000 Penalty: 4962.034668
	Iteration 94Q: 3 clusters Score -4549130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -4549137.500000 Penalty: 4962.034668
	Iteration 95Q: 3 clusters Score -4549138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -4549142.500000 Penalty: 4962.034668
	Iteration 96Q: 3 clusters Score -4549142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4549147.500000 Penalty: 4962.034668
	Iteration 97Q: 3 clusters Score -4549148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4549157.000000 Penalty: 4962.034668
	Iteration 98Q: 3 clusters Score -4549157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -4549178.500000 Penalty: 4962.034668
	Iteration 99Q: 3 clusters Score -4549178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4549174.000000 Penalty: 4962.034668
	Iteration 100F: 3 clusters Score -4549174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4549189.500000 Penalty: 4962.034668
	Iteration 101Q: 3 clusters Score -4549190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4549197.000000 Penalty: 4962.034668
	Iteration 102Q: 3 clusters Score -4549197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -4549198.000000 Penalty: 4962.034668
	Iteration 103Q: 3 clusters Score -4549198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4549201.500000 Penalty: 4962.034668
	Iteration 104Q: 3 clusters Score -4549202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4549204.500000 Penalty: 4962.034668
	Iteration 105Q: 3 clusters Score -4549204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -4549232.000000 Penalty: 4962.034668
	Iteration 106Q: 3 clusters Score -4549232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4549237.500000 Penalty: 4962.034668
	Iteration 107Q: 3 clusters Score -4549238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4549242.500000 Penalty: 4962.034668
	Iteration 108Q: 3 clusters Score -4549242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -4549256.000000 Penalty: 4962.034668
	Iteration 109Q: 3 clusters Score -4549256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4549248.000000 Penalty: 4962.034668
	Iteration 110Q: 3 clusters Score -4549248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4549250.500000 Penalty: 4962.034668
	Iteration 111Q: 3 clusters Score -4549250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4549252.500000 Penalty: 4962.034668
	Iteration 112Q: 3 clusters Score -4549252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4549251.500000 Penalty: 4962.034668
	Iteration 113Q: 3 clusters Score -4549252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4549254.500000 Penalty: 4962.034668
	Iteration 114Q: 3 clusters Score -4549254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4549252.500000 Penalty: 4962.034668
	Iteration 115Q: 3 clusters Score -4549252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4549257.500000 Penalty: 4962.034668
	Iteration 116Q: 3 clusters Score -4549258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4549259.000000 Penalty: 4962.034668
	Iteration 117Q: 3 clusters Score -4549259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4549262.000000 Penalty: 4962.034668
	Iteration 118Q: 3 clusters Score -4549262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4549266.000000 Penalty: 4962.034668
	Iteration 119Q: 3 clusters Score -4549266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4549265.500000 Penalty: 4962.034668
	Iteration 120F: 3 clusters Score -4549266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -4549264.000000 Penalty: 4962.034668
	Iteration 121Q: 3 clusters Score -4549264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4549258.500000 Penalty: 4962.034668
	Iteration 122Q: 3 clusters Score -4549258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4549258.500000 Penalty: 4962.034668
	Iteration 123F: 3 clusters Score -4549258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Entering Unmasked Estep 
Score: -4191795.000000 Penalty: 2476.422607
	Iteration 0F: 2 clusters Score -4191795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4176619.750000 Penalty: 4952.845215
	Iteration 0F: 3 clusters Score -4176620 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4181965.500000 Penalty: 4952.845215
	Iteration 1F: 3 clusters Score -4181966 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -4182360.000000 Penalty: 4952.845215
	Iteration 2F: 3 clusters Score -4182360 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4182679.000000 Penalty: 4952.845215
	Iteration 3Q: 3 clusters Score -4182679 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4182948.000000 Penalty: 4952.845215
	Iteration 4Q: 3 clusters Score -4182948 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4183196.750000 Penalty: 4952.845215
	Iteration 5Q: 3 clusters Score -4183197 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4183374.750000 Penalty: 4952.845215
	Iteration 6Q: 3 clusters Score -4183375 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4183577.500000 Penalty: 4952.845215
	Iteration 7Q: 3 clusters Score -4183578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4183749.250000 Penalty: 4952.845215
	Iteration 8Q: 3 clusters Score -4183749 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -4183970.250000 Penalty: 4952.845215
	Iteration 9Q: 3 clusters Score -4183970 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4184201.000000 Penalty: 4952.845215
	Iteration 10Q: 3 clusters Score -4184201 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -4184478.000000 Penalty: 4952.845215
	Iteration 11Q: 3 clusters Score -4184478 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4184780.000000 Penalty: 4952.845215
	Iteration 12Q: 3 clusters Score -4184780 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -4185109.250000 Penalty: 4952.845215
	Iteration 13Q: 3 clusters Score -4185109 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -4185488.250000 Penalty: 4952.845215
	Iteration 14Q: 3 clusters Score -4185488 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4185904.750000 Penalty: 4952.845215
	Iteration 15Q: 3 clusters Score -4185905 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4186351.000000 Penalty: 4952.845215
	Iteration 16Q: 3 clusters Score -4186351 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4186779.500000 Penalty: 4952.845215
	Iteration 17Q: 3 clusters Score -4186780 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4187134.500000 Penalty: 4952.845215
	Iteration 18Q: 3 clusters Score -4187134 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4187423.750000 Penalty: 4952.845215
	Iteration 19Q: 3 clusters Score -4187424 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4187693.250000 Penalty: 4952.845215
	Iteration 20F: 3 clusters Score -4187693 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4187957.750000 Penalty: 4952.845215
	Iteration 21Q: 3 clusters Score -4187958 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4188160.750000 Penalty: 4952.845215
	Iteration 22Q: 3 clusters Score -4188161 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4188344.000000 Penalty: 4952.845215
	Iteration 23Q: 3 clusters Score -4188344 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4188508.500000 Penalty: 4952.845215
	Iteration 24Q: 3 clusters Score -4188508 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4188678.000000 Penalty: 4952.845215
	Iteration 25Q: 3 clusters Score -4188678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4188832.750000 Penalty: 4952.845215
	Iteration 26Q: 3 clusters Score -4188833 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4189006.750000 Penalty: 4952.845215
	Iteration 27Q: 3 clusters Score -4189007 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4189132.000000 Penalty: 4952.845215
	Iteration 28Q: 3 clusters Score -4189132 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4189216.000000 Penalty: 4952.845215
	Iteration 29Q: 3 clusters Score -4189216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4189295.250000 Penalty: 4952.845215
	Iteration 30Q: 3 clusters Score -4189295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4189351.250000 Penalty: 4952.845215
	Iteration 31Q: 3 clusters Score -4189351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4189396.000000 Penalty: 4952.845215
	Iteration 32Q: 3 clusters Score -4189396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4189438.500000 Penalty: 4952.845215
	Iteration 33Q: 3 clusters Score -4189438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4189471.250000 Penalty: 4952.845215
	Iteration 34Q: 3 clusters Score -4189471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4189503.250000 Penalty: 4952.845215
	Iteration 35Q: 3 clusters Score -4189503 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4189534.500000 Penalty: 4952.845215
	Iteration 36Q: 3 clusters Score -4189534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4189552.250000 Penalty: 4952.845215
	Iteration 37Q: 3 clusters Score -4189552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4189569.750000 Penalty: 4952.845215
	Iteration 38Q: 3 clusters Score -4189570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4189580.500000 Penalty: 4952.845215
	Iteration 39Q: 3 clusters Score -4189580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4189591.250000 Penalty: 4952.845215
	Iteration 40F: 3 clusters Score -4189591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4189601.750000 Penalty: 4952.845215
	Iteration 41Q: 3 clusters Score -4189602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4189613.500000 Penalty: 4952.845215
	Iteration 42Q: 3 clusters Score -4189614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4189619.250000 Penalty: 4952.845215
	Iteration 43Q: 3 clusters Score -4189619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4189617.750000 Penalty: 4952.845215
	Iteration 44Q: 3 clusters Score -4189618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4189619.500000 Penalty: 4952.845215
	Iteration 45Q: 3 clusters Score -4189620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4189622.750000 Penalty: 4952.845215
	Iteration 46Q: 3 clusters Score -4189623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4189624.250000 Penalty: 4952.845215
	Iteration 47Q: 3 clusters Score -4189624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4189626.000000 Penalty: 4952.845215
	Iteration 48Q: 3 clusters Score -4189626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4189626.000000 Penalty: 4952.845215
	Iteration 49F: 3 clusters Score -4189626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Entering Unmasked Estep 
Score: -3148997.500000 Penalty: 2420.170166
	Iteration 0F: 2 clusters Score -3148998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3136738.750000 Penalty: 4840.340332
	Iteration 0F: 3 clusters Score -3136739 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3140613.000000 Penalty: 4840.340332
	Iteration 1F: 3 clusters Score -3140613 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3141022.750000 Penalty: 4840.340332
	Iteration 2F: 3 clusters Score -3141023 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3141393.500000 Penalty: 4840.340332
	Iteration 3Q: 3 clusters Score -3141394 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3141724.500000 Penalty: 4840.340332
	Iteration 4Q: 3 clusters Score -3141724 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3142041.500000 Penalty: 4840.340332
	Iteration 5Q: 3 clusters Score -3142042 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3142310.500000 Penalty: 4840.340332
	Iteration 6Q: 3 clusters Score -3142310 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3142550.000000 Penalty: 4840.340332
	Iteration 7Q: 3 clusters Score -3142550 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3142772.250000 Penalty: 4840.340332
	Iteration 8Q: 3 clusters Score -3142772 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3142960.500000 Penalty: 4840.340332
	Iteration 9Q: 3 clusters Score -3142960 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -3143147.750000 Penalty: 4840.340332
	Iteration 10Q: 3 clusters Score -3143148 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -3143299.250000 Penalty: 4840.340332
	Iteration 11Q: 3 clusters Score -3143299 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3143461.500000 Penalty: 4840.340332
	Iteration 12Q: 3 clusters Score -3143462 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3143610.500000 Penalty: 4840.340332
	Iteration 13Q: 3 clusters Score -3143610 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3143740.750000 Penalty: 4840.340332
	Iteration 14Q: 3 clusters Score -3143741 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3143897.250000 Penalty: 4840.340332
	Iteration 15Q: 3 clusters Score -3143897 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3144052.250000 Penalty: 4840.340332
	Iteration 16Q: 3 clusters Score -3144052 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3144223.000000 Penalty: 4840.340332
	Iteration 17Q: 3 clusters Score -3144223 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3144415.500000 Penalty: 4840.340332
	Iteration 18Q: 3 clusters Score -3144416 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3144592.500000 Penalty: 4840.340332
	Iteration 19Q: 3 clusters Score -3144592 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3144791.250000 Penalty: 4840.340332
	Iteration 20F: 3 clusters Score -3144791 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3144986.750000 Penalty: 4840.340332
	Iteration 21Q: 3 clusters Score -3144987 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3145202.750000 Penalty: 4840.340332
	Iteration 22Q: 3 clusters Score -3145203 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3145440.000000 Penalty: 4840.340332
	Iteration 23Q: 3 clusters Score -3145440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3145650.500000 Penalty: 4840.340332
	Iteration 24Q: 3 clusters Score -3145650 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3145877.000000 Penalty: 4840.340332
	Iteration 25Q: 3 clusters Score -3145877 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3146095.500000 Penalty: 4840.340332
	Iteration 26Q: 3 clusters Score -3146096 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3146278.750000 Penalty: 4840.340332
	Iteration 27Q: 3 clusters Score -3146279 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3146422.500000 Penalty: 4840.340332
	Iteration 28Q: 3 clusters Score -3146422 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3146555.500000 Penalty: 4840.340332
	Iteration 29Q: 3 clusters Score -3146556 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3146670.500000 Penalty: 4840.340332
	Iteration 30Q: 3 clusters Score -3146670 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3146757.000000 Penalty: 4840.340332
	Iteration 31Q: 3 clusters Score -3146757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3146815.000000 Penalty: 4840.340332
	Iteration 32Q: 3 clusters Score -3146815 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3146860.250000 Penalty: 4840.340332
	Iteration 33Q: 3 clusters Score -3146860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3146885.000000 Penalty: 4840.340332
	Iteration 34Q: 3 clusters Score -3146885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3146912.750000 Penalty: 4840.340332
	Iteration 35Q: 3 clusters Score -3146913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3146930.750000 Penalty: 4840.340332
	Iteration 36Q: 3 clusters Score -3146931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3146964.750000 Penalty: 4840.340332
	Iteration 37Q: 3 clusters Score -3146965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3147000.500000 Penalty: 4840.340332
	Iteration 38Q: 3 clusters Score -3147000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3147054.000000 Penalty: 4840.340332
	Iteration 39Q: 3 clusters Score -3147054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3147124.000000 Penalty: 4840.340332
	Iteration 40F: 3 clusters Score -3147124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3147162.500000 Penalty: 4840.340332
	Iteration 41Q: 3 clusters Score -3147162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3147185.500000 Penalty: 4840.340332
	Iteration 42Q: 3 clusters Score -3147186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3147196.250000 Penalty: 4840.340332
	Iteration 43Q: 3 clusters Score -3147196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3147212.000000 Penalty: 4840.340332
	Iteration 44Q: 3 clusters Score -3147212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3147218.750000 Penalty: 4840.340332
	Iteration 45Q: 3 clusters Score -3147219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3147223.000000 Penalty: 4840.340332
	Iteration 46Q: 3 clusters Score -3147223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3147220.000000 Penalty: 4840.340332
	Iteration 47Q: 3 clusters Score -3147220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3147218.750000 Penalty: 4840.340332
	Iteration 48Q: 3 clusters Score -3147219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3147218.750000 Penalty: 4840.340332
	Iteration 49Q: 3 clusters Score -3147219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3147221.000000 Penalty: 4840.340332
	Iteration 50Q: 3 clusters Score -3147221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3147219.750000 Penalty: 4840.340332
	Iteration 51Q: 3 clusters Score -3147220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3147219.750000 Penalty: 4840.340332
	Iteration 52F: 3 clusters Score -3147220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Entering Unmasked Estep 
Score: -661690.687500 Penalty: 2028.650024
	Iteration 0F: 2 clusters Score -661690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -658055.875000 Penalty: 4057.300049
	Iteration 0F: 3 clusters Score -658055.9 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -658773.625000 Penalty: 4057.300049
	Iteration 1F: 3 clusters Score -658773.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -658943.875000 Penalty: 4057.300049
	Iteration 2F: 3 clusters Score -658943.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -659039.562500 Penalty: 4057.300049
	Iteration 3Q: 3 clusters Score -659039.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -659106.750000 Penalty: 4057.300049
	Iteration 4Q: 3 clusters Score -659106.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -659149.750000 Penalty: 4057.300049
	Iteration 5Q: 3 clusters Score -659149.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -659188.437500 Penalty: 4057.300049
	Iteration 6Q: 3 clusters Score -659188.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -659215.250000 Penalty: 4057.300049
	Iteration 7Q: 3 clusters Score -659215.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -659234.250000 Penalty: 4057.300049
	Iteration 8Q: 3 clusters Score -659234.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -659250.750000 Penalty: 4057.300049
	Iteration 9Q: 3 clusters Score -659250.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -659266.500000 Penalty: 4057.300049
	Iteration 10Q: 3 clusters Score -659266.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -659279.875000 Penalty: 4057.300049
	Iteration 11Q: 3 clusters Score -659279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -659286.437500 Penalty: 4057.300049
	Iteration 12Q: 3 clusters Score -659286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -659291.250000 Penalty: 4057.300049
	Iteration 13Q: 3 clusters Score -659291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -659296.312500 Penalty: 4057.300049
	Iteration 14Q: 3 clusters Score -659296.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -659302.812500 Penalty: 4057.300049
	Iteration 15Q: 3 clusters Score -659302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -659304.125000 Penalty: 4057.300049
	Iteration 16Q: 3 clusters Score -659304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -659306.375000 Penalty: 4057.300049
	Iteration 17Q: 3 clusters Score -659306.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -659307.125000 Penalty: 4057.300049
	Iteration 18Q: 3 clusters Score -659307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -659308.562500 Penalty: 4057.300049
	Iteration 19Q: 3 clusters Score -659308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -659310.250000 Penalty: 4057.300049
	Iteration 20F: 3 clusters Score -659310.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -659311.250000 Penalty: 4057.300049
	Iteration 21Q: 3 clusters Score -659311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -659311.250000 Penalty: 4057.300049
	Iteration 22F: 3 clusters Score -659311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Entering Unmasked Estep 
Score: -2607330.750000 Penalty: 2344.842529
	Iteration 0F: 2 clusters Score -2607331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2598045.750000 Penalty: 4689.685059
	Iteration 0F: 3 clusters Score -2598046 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2601006.750000 Penalty: 4689.685059
	Iteration 1F: 3 clusters Score -2601007 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2601311.500000 Penalty: 4689.685059
	Iteration 2F: 3 clusters Score -2601312 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2601499.000000 Penalty: 4689.685059
	Iteration 3Q: 3 clusters Score -2601499 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2601635.500000 Penalty: 4689.685059
	Iteration 4Q: 3 clusters Score -2601636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2601748.250000 Penalty: 4689.685059
	Iteration 5Q: 3 clusters Score -2601748 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2601864.250000 Penalty: 4689.685059
	Iteration 6Q: 3 clusters Score -2601864 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2601984.000000 Penalty: 4689.685059
	Iteration 7Q: 3 clusters Score -2601984 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2602092.500000 Penalty: 4689.685059
	Iteration 8Q: 3 clusters Score -2602092 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2602210.000000 Penalty: 4689.685059
	Iteration 9Q: 3 clusters Score -2602210 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2602337.250000 Penalty: 4689.685059
	Iteration 10Q: 3 clusters Score -2602337 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -2602485.000000 Penalty: 4689.685059
	Iteration 11Q: 3 clusters Score -2602485 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2602662.000000 Penalty: 4689.685059
	Iteration 12Q: 3 clusters Score -2602662 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2602891.750000 Penalty: 4689.685059
	Iteration 13Q: 3 clusters Score -2602892 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2603163.750000 Penalty: 4689.685059
	Iteration 14Q: 3 clusters Score -2603164 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2603443.750000 Penalty: 4689.685059
	Iteration 15Q: 3 clusters Score -2603444 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2603705.500000 Penalty: 4689.685059
	Iteration 16Q: 3 clusters Score -2603706 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2603939.500000 Penalty: 4689.685059
	Iteration 17Q: 3 clusters Score -2603940 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2604143.000000 Penalty: 4689.685059
	Iteration 18Q: 3 clusters Score -2604143 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2604313.500000 Penalty: 4689.685059
	Iteration 19Q: 3 clusters Score -2604314 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2604464.750000 Penalty: 4689.685059
	Iteration 20F: 3 clusters Score -2604465 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2604592.750000 Penalty: 4689.685059
	Iteration 21Q: 3 clusters Score -2604593 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2604696.000000 Penalty: 4689.685059
	Iteration 22Q: 3 clusters Score -2604696 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2604789.750000 Penalty: 4689.685059
	Iteration 23Q: 3 clusters Score -2604790 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2604872.250000 Penalty: 4689.685059
	Iteration 24Q: 3 clusters Score -2604872 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2604933.000000 Penalty: 4689.685059
	Iteration 25Q: 3 clusters Score -2604933 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2604994.000000 Penalty: 4689.685059
	Iteration 26Q: 3 clusters Score -2604994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2605035.750000 Penalty: 4689.685059
	Iteration 27Q: 3 clusters Score -2605036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2605083.000000 Penalty: 4689.685059
	Iteration 28Q: 3 clusters Score -2605083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2605106.500000 Penalty: 4689.685059
	Iteration 29Q: 3 clusters Score -2605106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2605149.000000 Penalty: 4689.685059
	Iteration 30Q: 3 clusters Score -2605149 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2605175.500000 Penalty: 4689.685059
	Iteration 31Q: 3 clusters Score -2605176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2605196.500000 Penalty: 4689.685059
	Iteration 32Q: 3 clusters Score -2605196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2605221.000000 Penalty: 4689.685059
	Iteration 33Q: 3 clusters Score -2605221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2605230.500000 Penalty: 4689.685059
	Iteration 34Q: 3 clusters Score -2605230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2605239.500000 Penalty: 4689.685059
	Iteration 35Q: 3 clusters Score -2605240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2605252.750000 Penalty: 4689.685059
	Iteration 36Q: 3 clusters Score -2605253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2605260.500000 Penalty: 4689.685059
	Iteration 37Q: 3 clusters Score -2605260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2605266.750000 Penalty: 4689.685059
	Iteration 38Q: 3 clusters Score -2605267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2605271.500000 Penalty: 4689.685059
	Iteration 39Q: 3 clusters Score -2605272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2605277.250000 Penalty: 4689.685059
	Iteration 40F: 3 clusters Score -2605277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2605278.250000 Penalty: 4689.685059
	Iteration 41Q: 3 clusters Score -2605278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2605282.250000 Penalty: 4689.685059
	Iteration 42Q: 3 clusters Score -2605282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2605284.250000 Penalty: 4689.685059
	Iteration 43Q: 3 clusters Score -2605284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2605277.000000 Penalty: 4689.685059
	Iteration 44Q: 3 clusters Score -2605277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2605280.250000 Penalty: 4689.685059
	Iteration 45Q: 3 clusters Score -2605280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2605288.000000 Penalty: 4689.685059
	Iteration 46Q: 3 clusters Score -2605288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2605289.750000 Penalty: 4689.685059
	Iteration 47Q: 3 clusters Score -2605290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2605295.000000 Penalty: 4689.685059
	Iteration 48Q: 3 clusters Score -2605295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2605292.500000 Penalty: 4689.685059
	Iteration 49Q: 3 clusters Score -2605292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2605295.250000 Penalty: 4689.685059
	Iteration 50Q: 3 clusters Score -2605295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2605299.750000 Penalty: 4689.685059
	Iteration 51Q: 3 clusters Score -2605300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2605297.500000 Penalty: 4689.685059
	Iteration 52Q: 3 clusters Score -2605298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2605298.000000 Penalty: 4689.685059
	Iteration 53Q: 3 clusters Score -2605298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2605303.750000 Penalty: 4689.685059
	Iteration 54Q: 3 clusters Score -2605304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2605302.000000 Penalty: 4689.685059
	Iteration 55Q: 3 clusters Score -2605302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2605305.750000 Penalty: 4689.685059
	Iteration 56Q: 3 clusters Score -2605306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2605314.750000 Penalty: 4689.685059
	Iteration 57Q: 3 clusters Score -2605315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2605315.250000 Penalty: 4689.685059
	Iteration 58Q: 3 clusters Score -2605315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2605316.250000 Penalty: 4689.685059
	Iteration 59Q: 3 clusters Score -2605316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2605316.000000 Penalty: 4689.685059
	Iteration 60F: 3 clusters Score -2605316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2605319.750000 Penalty: 4689.685059
	Iteration 61Q: 3 clusters Score -2605320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2605320.750000 Penalty: 4689.685059
	Iteration 62Q: 3 clusters Score -2605321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2605325.250000 Penalty: 4689.685059
	Iteration 63Q: 3 clusters Score -2605325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2605323.750000 Penalty: 4689.685059
	Iteration 64Q: 3 clusters Score -2605324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2605334.000000 Penalty: 4689.685059
	Iteration 65Q: 3 clusters Score -2605334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2605333.000000 Penalty: 4689.685059
	Iteration 66Q: 3 clusters Score -2605333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2605337.750000 Penalty: 4689.685059
	Iteration 67Q: 3 clusters Score -2605338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2605343.000000 Penalty: 4689.685059
	Iteration 68Q: 3 clusters Score -2605343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2605347.250000 Penalty: 4689.685059
	Iteration 69Q: 3 clusters Score -2605347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2605347.750000 Penalty: 4689.685059
	Iteration 70Q: 3 clusters Score -2605348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2605347.000000 Penalty: 4689.685059
	Iteration 71Q: 3 clusters Score -2605347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2605345.250000 Penalty: 4689.685059
	Iteration 72Q: 3 clusters Score -2605345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2605346.000000 Penalty: 4689.685059
	Iteration 73Q: 3 clusters Score -2605346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2605349.000000 Penalty: 4689.685059
	Iteration 74Q: 3 clusters Score -2605349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2605346.500000 Penalty: 4689.685059
	Iteration 75Q: 3 clusters Score -2605346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2605347.500000 Penalty: 4689.685059
	Iteration 76Q: 3 clusters Score -2605348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2605351.000000 Penalty: 4689.685059
	Iteration 77Q: 3 clusters Score -2605351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2605354.000000 Penalty: 4689.685059
	Iteration 78Q: 3 clusters Score -2605354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2605354.250000 Penalty: 4689.685059
	Iteration 79Q: 3 clusters Score -2605354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2605359.000000 Penalty: 4689.685059
	Iteration 80F: 3 clusters Score -2605359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2605365.000000 Penalty: 4689.685059
	Iteration 81Q: 3 clusters Score -2605365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2605362.250000 Penalty: 4689.685059
	Iteration 82Q: 3 clusters Score -2605362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2605363.500000 Penalty: 4689.685059
	Iteration 83Q: 3 clusters Score -2605364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2605363.250000 Penalty: 4689.685059
	Iteration 84Q: 3 clusters Score -2605363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2605364.500000 Penalty: 4689.685059
	Iteration 85Q: 3 clusters Score -2605364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2605368.250000 Penalty: 4689.685059
	Iteration 86Q: 3 clusters Score -2605368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2605367.500000 Penalty: 4689.685059
	Iteration 87Q: 3 clusters Score -2605368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2605368.000000 Penalty: 4689.685059
	Iteration 88Q: 3 clusters Score -2605368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2605373.500000 Penalty: 4689.685059
	Iteration 89Q: 3 clusters Score -2605374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2605371.000000 Penalty: 4689.685059
	Iteration 90Q: 3 clusters Score -2605371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2605368.250000 Penalty: 4689.685059
	Iteration 91Q: 3 clusters Score -2605368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2605366.000000 Penalty: 4689.685059
	Iteration 92Q: 3 clusters Score -2605366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2605368.500000 Penalty: 4689.685059
	Iteration 93Q: 3 clusters Score -2605368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2605369.500000 Penalty: 4689.685059
	Iteration 94Q: 3 clusters Score -2605370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2605368.000000 Penalty: 4689.685059
	Iteration 95Q: 3 clusters Score -2605368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2605375.000000 Penalty: 4689.685059
	Iteration 96Q: 3 clusters Score -2605375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2605375.000000 Penalty: 4689.685059
	Iteration 97Q: 3 clusters Score -2605375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2605373.500000 Penalty: 4689.685059
	Iteration 98Q: 3 clusters Score -2605374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2605376.000000 Penalty: 4689.685059
	Iteration 99Q: 3 clusters Score -2605376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2605377.750000 Penalty: 4689.685059
	Iteration 100F: 3 clusters Score -2605378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2605382.750000 Penalty: 4689.685059
	Iteration 101Q: 3 clusters Score -2605383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2605388.000000 Penalty: 4689.685059
	Iteration 102Q: 3 clusters Score -2605388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2605384.500000 Penalty: 4689.685059
	Iteration 103Q: 3 clusters Score -2605384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2605384.250000 Penalty: 4689.685059
	Iteration 104Q: 3 clusters Score -2605384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2605387.250000 Penalty: 4689.685059
	Iteration 105Q: 3 clusters Score -2605387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2605388.000000 Penalty: 4689.685059
	Iteration 106Q: 3 clusters Score -2605388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2605389.250000 Penalty: 4689.685059
	Iteration 107Q: 3 clusters Score -2605389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2605393.750000 Penalty: 4689.685059
	Iteration 108Q: 3 clusters Score -2605394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2605394.250000 Penalty: 4689.685059
	Iteration 109Q: 3 clusters Score -2605394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2605395.500000 Penalty: 4689.685059
	Iteration 110Q: 3 clusters Score -2605396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2605397.250000 Penalty: 4689.685059
	Iteration 111Q: 3 clusters Score -2605397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2605401.250000 Penalty: 4689.685059
	Iteration 112Q: 3 clusters Score -2605401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2605402.500000 Penalty: 4689.685059
	Iteration 113Q: 3 clusters Score -2605402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2605407.750000 Penalty: 4689.685059
	Iteration 114Q: 3 clusters Score -2605408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2605421.750000 Penalty: 4689.685059
	Iteration 115Q: 3 clusters Score -2605422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2605422.750000 Penalty: 4689.685059
	Iteration 116Q: 3 clusters Score -2605423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2605423.250000 Penalty: 4689.685059
	Iteration 117Q: 3 clusters Score -2605423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2605429.250000 Penalty: 4689.685059
	Iteration 118Q: 3 clusters Score -2605429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2605438.500000 Penalty: 4689.685059
	Iteration 119Q: 3 clusters Score -2605438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2605440.500000 Penalty: 4689.685059
	Iteration 120F: 3 clusters Score -2605440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2605442.750000 Penalty: 4689.685059
	Iteration 121Q: 3 clusters Score -2605443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2605437.250000 Penalty: 4689.685059
	Iteration 122Q: 3 clusters Score -2605437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2605442.250000 Penalty: 4689.685059
	Iteration 123Q: 3 clusters Score -2605442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2605444.500000 Penalty: 4689.685059
	Iteration 124Q: 3 clusters Score -2605444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2605448.500000 Penalty: 4689.685059
	Iteration 125Q: 3 clusters Score -2605448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2605457.000000 Penalty: 4689.685059
	Iteration 126Q: 3 clusters Score -2605457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2605453.500000 Penalty: 4689.685059
	Iteration 127Q: 3 clusters Score -2605454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2605459.250000 Penalty: 4689.685059
	Iteration 128Q: 3 clusters Score -2605459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2605464.500000 Penalty: 4689.685059
	Iteration 129Q: 3 clusters Score -2605464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2605470.500000 Penalty: 4689.685059
	Iteration 130Q: 3 clusters Score -2605470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2605477.500000 Penalty: 4689.685059
	Iteration 131Q: 3 clusters Score -2605478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2605484.250000 Penalty: 4689.685059
	Iteration 132Q: 3 clusters Score -2605484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2605482.750000 Penalty: 4689.685059
	Iteration 133Q: 3 clusters Score -2605483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2605485.750000 Penalty: 4689.685059
	Iteration 134Q: 3 clusters Score -2605486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2605482.750000 Penalty: 4689.685059
	Iteration 135Q: 3 clusters Score -2605483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2605483.250000 Penalty: 4689.685059
	Iteration 136Q: 3 clusters Score -2605483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2605485.000000 Penalty: 4689.685059
	Iteration 137Q: 3 clusters Score -2605485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2605485.000000 Penalty: 4689.685059
	Iteration 138F: 3 clusters Score -2605485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Entering Unmasked Estep 
Score: -5361149.000000 Penalty: 2536.937012
	Iteration 0F: 2 clusters Score -5361149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5342526.000000 Penalty: 5073.874023
	Iteration 0F: 3 clusters Score -5342526 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -5348865.000000 Penalty: 5073.874023
	Iteration 1F: 3 clusters Score -5348865 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5349182.500000 Penalty: 5073.874023
	Iteration 2Q: 3 clusters Score -5349182 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5349499.500000 Penalty: 5073.874023
	Iteration 3Q: 3 clusters Score -5349500 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5349824.500000 Penalty: 5073.874023
	Iteration 4Q: 3 clusters Score -5349824 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5350160.500000 Penalty: 5073.874023
	Iteration 5Q: 3 clusters Score -5350160 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5350612.000000 Penalty: 5073.874023
	Iteration 6Q: 3 clusters Score -5350612 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5351189.500000 Penalty: 5073.874023
	Iteration 7Q: 3 clusters Score -5351190 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -5351869.000000 Penalty: 5073.874023
	Iteration 8Q: 3 clusters Score -5351869 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -5352869.000000 Penalty: 5073.874023
	Iteration 9F: 3 clusters Score -5352869 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5354077.500000 Penalty: 5073.874023
	Iteration 10F: 3 clusters Score -5354078 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -5355424.500000 Penalty: 5073.874023
	Iteration 11F: 3 clusters Score -5355424 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5356683.500000 Penalty: 5073.874023
	Iteration 12Q: 3 clusters Score -5356684 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5357495.000000 Penalty: 5073.874023
	Iteration 13Q: 3 clusters Score -5357495 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5357943.500000 Penalty: 5073.874023
	Iteration 14Q: 3 clusters Score -5357944 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -5358244.000000 Penalty: 5073.874023
	Iteration 15Q: 3 clusters Score -5358244 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -5358399.000000 Penalty: 5073.874023
	Iteration 16Q: 3 clusters Score -5358399 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -5358490.500000 Penalty: 5073.874023
	Iteration 17Q: 3 clusters Score -5358490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5358577.500000 Penalty: 5073.874023
	Iteration 18Q: 3 clusters Score -5358578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5358642.000000 Penalty: 5073.874023
	Iteration 19Q: 3 clusters Score -5358642 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -5358673.000000 Penalty: 5073.874023
	Iteration 20F: 3 clusters Score -5358673 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -5358727.500000 Penalty: 5073.874023
	Iteration 21Q: 3 clusters Score -5358728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5358772.500000 Penalty: 5073.874023
	Iteration 22Q: 3 clusters Score -5358772 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5358804.000000 Penalty: 5073.874023
	Iteration 23Q: 3 clusters Score -5358804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -5358830.500000 Penalty: 5073.874023
	Iteration 24Q: 3 clusters Score -5358830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -5358839.500000 Penalty: 5073.874023
	Iteration 25Q: 3 clusters Score -5358840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -5358846.500000 Penalty: 5073.874023
	Iteration 26Q: 3 clusters Score -5358846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5358870.000000 Penalty: 5073.874023
	Iteration 27Q: 3 clusters Score -5358870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -5358891.000000 Penalty: 5073.874023
	Iteration 28Q: 3 clusters Score -5358891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -5358894.500000 Penalty: 5073.874023
	Iteration 29Q: 3 clusters Score -5358894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5358908.000000 Penalty: 5073.874023
	Iteration 30Q: 3 clusters Score -5358908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5358920.500000 Penalty: 5073.874023
	Iteration 31Q: 3 clusters Score -5358920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5358934.500000 Penalty: 5073.874023
	Iteration 32Q: 3 clusters Score -5358934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5358942.000000 Penalty: 5073.874023
	Iteration 33Q: 3 clusters Score -5358942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5358944.500000 Penalty: 5073.874023
	Iteration 34Q: 3 clusters Score -5358944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5358966.000000 Penalty: 5073.874023
	Iteration 35Q: 3 clusters Score -5358966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5358968.000000 Penalty: 5073.874023
	Iteration 36Q: 3 clusters Score -5358968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5358981.000000 Penalty: 5073.874023
	Iteration 37Q: 3 clusters Score -5358981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5358978.500000 Penalty: 5073.874023
	Iteration 38Q: 3 clusters Score -5358978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -5358983.500000 Penalty: 5073.874023
	Iteration 39Q: 3 clusters Score -5358984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5358985.500000 Penalty: 5073.874023
	Iteration 40F: 3 clusters Score -5358986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5358986.000000 Penalty: 5073.874023
	Iteration 41Q: 3 clusters Score -5358986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -5358991.500000 Penalty: 5073.874023
	Iteration 42Q: 3 clusters Score -5358992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -5358999.000000 Penalty: 5073.874023
	Iteration 43Q: 3 clusters Score -5358999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5358995.000000 Penalty: 5073.874023
	Iteration 44Q: 3 clusters Score -5358995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -5359001.500000 Penalty: 5073.874023
	Iteration 45Q: 3 clusters Score -5359002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5359019.500000 Penalty: 5073.874023
	Iteration 46Q: 3 clusters Score -5359020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -5359021.500000 Penalty: 5073.874023
	Iteration 47Q: 3 clusters Score -5359022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5359020.500000 Penalty: 5073.874023
	Iteration 48Q: 3 clusters Score -5359020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5359016.000000 Penalty: 5073.874023
	Iteration 49Q: 3 clusters Score -5359016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -5359023.000000 Penalty: 5073.874023
	Iteration 50Q: 3 clusters Score -5359023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -5359024.000000 Penalty: 5073.874023
	Iteration 51Q: 3 clusters Score -5359024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5359040.000000 Penalty: 5073.874023
	Iteration 52Q: 3 clusters Score -5359040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5359042.500000 Penalty: 5073.874023
	Iteration 53Q: 3 clusters Score -5359042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -5359041.500000 Penalty: 5073.874023
	Iteration 54Q: 3 clusters Score -5359042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5359047.000000 Penalty: 5073.874023
	Iteration 55Q: 3 clusters Score -5359047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5359048.000000 Penalty: 5073.874023
	Iteration 56Q: 3 clusters Score -5359048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -5359047.500000 Penalty: 5073.874023
	Iteration 57Q: 3 clusters Score -5359048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -5359047.000000 Penalty: 5073.874023
	Iteration 58Q: 3 clusters Score -5359047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -5359049.500000 Penalty: 5073.874023
	Iteration 59Q: 3 clusters Score -5359050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -5359050.000000 Penalty: 5073.874023
	Iteration 60F: 3 clusters Score -5359050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5359048.000000 Penalty: 5073.874023
	Iteration 61Q: 3 clusters Score -5359048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -5359056.500000 Penalty: 5073.874023
	Iteration 62Q: 3 clusters Score -5359056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -5359060.000000 Penalty: 5073.874023
	Iteration 63Q: 3 clusters Score -5359060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5359058.500000 Penalty: 5073.874023
	Iteration 64Q: 3 clusters Score -5359058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5359058.500000 Penalty: 5073.874023
	Iteration 65F: 3 clusters Score -5359058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32459.875000 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32459.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32511.578125 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32511.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -32515.140625 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32515.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -32518.597656 Penalty: 2642.626465
	Iteration 3Q: 3 clusters Score -32518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32535.546875 Penalty: 2642.626465
	Iteration 4Q: 3 clusters Score -32535.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32535.546875 Penalty: 2642.626465
	Iteration 5F: 3 clusters Score -32535.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Entering Unmasked Estep 
Score: -4928737.500000 Penalty: 2526.528076
	Iteration 0F: 2 clusters Score -4928738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4910449.000000 Penalty: 5053.056152
	Iteration 0F: 3 clusters Score -4910449 nChanged 11899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -4916934.000000 Penalty: 5053.056152
	Iteration 1F: 3 clusters Score -4916934 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4917446.000000 Penalty: 5053.056152
	Iteration 2F: 3 clusters Score -4917446 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4918045.000000 Penalty: 5053.056152
	Iteration 3Q: 3 clusters Score -4918045 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -4918656.000000 Penalty: 5053.056152
	Iteration 4Q: 3 clusters Score -4918656 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -4919485.500000 Penalty: 5053.056152
	Iteration 5F: 3 clusters Score -4919486 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -4920601.000000 Penalty: 5053.056152
	Iteration 6F: 3 clusters Score -4920601 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4921898.500000 Penalty: 5053.056152
	Iteration 7F: 3 clusters Score -4921898 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4923254.500000 Penalty: 5053.056152
	Iteration 8F: 3 clusters Score -4923254 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4924443.000000 Penalty: 5053.056152
	Iteration 9Q: 3 clusters Score -4924443 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4925303.500000 Penalty: 5053.056152
	Iteration 10Q: 3 clusters Score -4925304 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4925780.500000 Penalty: 5053.056152
	Iteration 11Q: 3 clusters Score -4925780 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4926040.000000 Penalty: 5053.056152
	Iteration 12Q: 3 clusters Score -4926040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4926170.000000 Penalty: 5053.056152
	Iteration 13Q: 3 clusters Score -4926170 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4926283.000000 Penalty: 5053.056152
	Iteration 14Q: 3 clusters Score -4926283 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4926355.500000 Penalty: 5053.056152
	Iteration 15Q: 3 clusters Score -4926356 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4926434.000000 Penalty: 5053.056152
	Iteration 16Q: 3 clusters Score -4926434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4926499.000000 Penalty: 5053.056152
	Iteration 17Q: 3 clusters Score -4926499 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4926538.500000 Penalty: 5053.056152
	Iteration 18Q: 3 clusters Score -4926538 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4926578.500000 Penalty: 5053.056152
	Iteration 19Q: 3 clusters Score -4926578 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4926602.500000 Penalty: 5053.056152
	Iteration 20F: 3 clusters Score -4926602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4926622.000000 Penalty: 5053.056152
	Iteration 21Q: 3 clusters Score -4926622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4926655.500000 Penalty: 5053.056152
	Iteration 22Q: 3 clusters Score -4926656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4926677.500000 Penalty: 5053.056152
	Iteration 23Q: 3 clusters Score -4926678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4926696.500000 Penalty: 5053.056152
	Iteration 24Q: 3 clusters Score -4926696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4926710.500000 Penalty: 5053.056152
	Iteration 25Q: 3 clusters Score -4926710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4926716.500000 Penalty: 5053.056152
	Iteration 26Q: 3 clusters Score -4926716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4926726.500000 Penalty: 5053.056152
	Iteration 27Q: 3 clusters Score -4926726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4926739.500000 Penalty: 5053.056152
	Iteration 28Q: 3 clusters Score -4926740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4926752.500000 Penalty: 5053.056152
	Iteration 29Q: 3 clusters Score -4926752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4926757.000000 Penalty: 5053.056152
	Iteration 30Q: 3 clusters Score -4926757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4926775.500000 Penalty: 5053.056152
	Iteration 31Q: 3 clusters Score -4926776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4926781.500000 Penalty: 5053.056152
	Iteration 32Q: 3 clusters Score -4926782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4926788.000000 Penalty: 5053.056152
	Iteration 33Q: 3 clusters Score -4926788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4926794.000000 Penalty: 5053.056152
	Iteration 34Q: 3 clusters Score -4926794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4926799.000000 Penalty: 5053.056152
	Iteration 35Q: 3 clusters Score -4926799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4926794.500000 Penalty: 5053.056152
	Iteration 36Q: 3 clusters Score -4926794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4926799.000000 Penalty: 5053.056152
	Iteration 37Q: 3 clusters Score -4926799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4926808.000000 Penalty: 5053.056152
	Iteration 38Q: 3 clusters Score -4926808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4926812.000000 Penalty: 5053.056152
	Iteration 39Q: 3 clusters Score -4926812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4926817.000000 Penalty: 5053.056152
	Iteration 40F: 3 clusters Score -4926817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4926825.500000 Penalty: 5053.056152
	Iteration 41Q: 3 clusters Score -4926826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4926826.500000 Penalty: 5053.056152
	Iteration 42Q: 3 clusters Score -4926826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4926830.500000 Penalty: 5053.056152
	Iteration 43Q: 3 clusters Score -4926830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4926837.000000 Penalty: 5053.056152
	Iteration 44Q: 3 clusters Score -4926837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4926842.000000 Penalty: 5053.056152
	Iteration 45Q: 3 clusters Score -4926842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4926847.500000 Penalty: 5053.056152
	Iteration 46Q: 3 clusters Score -4926848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4926853.500000 Penalty: 5053.056152
	Iteration 47Q: 3 clusters Score -4926854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4926855.500000 Penalty: 5053.056152
	Iteration 48Q: 3 clusters Score -4926856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4926854.500000 Penalty: 5053.056152
	Iteration 49Q: 3 clusters Score -4926854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4926851.500000 Penalty: 5053.056152
	Iteration 50Q: 3 clusters Score -4926852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4926853.000000 Penalty: 5053.056152
	Iteration 51Q: 3 clusters Score -4926853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4926852.000000 Penalty: 5053.056152
	Iteration 52Q: 3 clusters Score -4926852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4926852.500000 Penalty: 5053.056152
	Iteration 53Q: 3 clusters Score -4926852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4926852.000000 Penalty: 5053.056152
	Iteration 54Q: 3 clusters Score -4926852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4926852.000000 Penalty: 5053.056152
	Iteration 55F: 3 clusters Score -4926852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Entering Unmasked Estep 
Score: -5134176.000000 Penalty: 2532.849365
	Iteration 0F: 2 clusters Score -5134176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5115437.500000 Penalty: 5065.698730
	Iteration 0F: 3 clusters Score -5115438 nChanged 12315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5122030.500000 Penalty: 5065.698730
	Iteration 1F: 3 clusters Score -5122030 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -5122450.500000 Penalty: 5065.698730
	Iteration 2Q: 3 clusters Score -5122450 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5122780.000000 Penalty: 5065.698730
	Iteration 3Q: 3 clusters Score -5122780 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5123104.500000 Penalty: 5065.698730
	Iteration 4Q: 3 clusters Score -5123104 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -5123428.000000 Penalty: 5065.698730
	Iteration 5Q: 3 clusters Score -5123428 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5123777.000000 Penalty: 5065.698730
	Iteration 6Q: 3 clusters Score -5123777 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -5124190.000000 Penalty: 5065.698730
	Iteration 7Q: 3 clusters Score -5124190 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -5124758.000000 Penalty: 5065.698730
	Iteration 8Q: 3 clusters Score -5124758 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -5125533.500000 Penalty: 5065.698730
	Iteration 9Q: 3 clusters Score -5125534 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -5126560.000000 Penalty: 5065.698730
	Iteration 10F: 3 clusters Score -5126560 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5127778.000000 Penalty: 5065.698730
	Iteration 11F: 3 clusters Score -5127778 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5129205.000000 Penalty: 5065.698730
	Iteration 12F: 3 clusters Score -5129205 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5130354.500000 Penalty: 5065.698730
	Iteration 13Q: 3 clusters Score -5130354 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5131079.000000 Penalty: 5065.698730
	Iteration 14Q: 3 clusters Score -5131079 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5131475.500000 Penalty: 5065.698730
	Iteration 15Q: 3 clusters Score -5131476 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5131662.000000 Penalty: 5065.698730
	Iteration 16Q: 3 clusters Score -5131662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5131788.500000 Penalty: 5065.698730
	Iteration 17Q: 3 clusters Score -5131788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5131849.500000 Penalty: 5065.698730
	Iteration 18Q: 3 clusters Score -5131850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5131891.500000 Penalty: 5065.698730
	Iteration 19Q: 3 clusters Score -5131892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5131920.500000 Penalty: 5065.698730
	Iteration 20F: 3 clusters Score -5131920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5131934.500000 Penalty: 5065.698730
	Iteration 21Q: 3 clusters Score -5131934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5131948.000000 Penalty: 5065.698730
	Iteration 22Q: 3 clusters Score -5131948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5131965.000000 Penalty: 5065.698730
	Iteration 23Q: 3 clusters Score -5131965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5131961.500000 Penalty: 5065.698730
	Iteration 24Q: 3 clusters Score -5131962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5131972.000000 Penalty: 5065.698730
	Iteration 25Q: 3 clusters Score -5131972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5131975.500000 Penalty: 5065.698730
	Iteration 26Q: 3 clusters Score -5131976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5131982.000000 Penalty: 5065.698730
	Iteration 27Q: 3 clusters Score -5131982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5131991.500000 Penalty: 5065.698730
	Iteration 28Q: 3 clusters Score -5131992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5131987.000000 Penalty: 5065.698730
	Iteration 29Q: 3 clusters Score -5131987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5131993.500000 Penalty: 5065.698730
	Iteration 30Q: 3 clusters Score -5131994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5131993.500000 Penalty: 5065.698730
	Iteration 31F: 3 clusters Score -5131994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Entering Unmasked Estep 
Score: -6448864.000000 Penalty: 2591.697754
	Iteration 0F: 2 clusters Score -6448864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -6426049.000000 Penalty: 5183.395508
	Iteration 0F: 3 clusters Score -6426049 nChanged 15770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6434641.500000 Penalty: 5183.395508
	Iteration 1F: 3 clusters Score -6434642 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -6435052.500000 Penalty: 5183.395508
	Iteration 2Q: 3 clusters Score -6435052 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -6435382.500000 Penalty: 5183.395508
	Iteration 3Q: 3 clusters Score -6435382 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -6435684.500000 Penalty: 5183.395508
	Iteration 4Q: 3 clusters Score -6435684 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -6435934.000000 Penalty: 5183.395508
	Iteration 5Q: 3 clusters Score -6435934 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -6436187.500000 Penalty: 5183.395508
	Iteration 6Q: 3 clusters Score -6436188 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -6436486.500000 Penalty: 5183.395508
	Iteration 7Q: 3 clusters Score -6436486 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6436831.000000 Penalty: 5183.395508
	Iteration 8Q: 3 clusters Score -6436831 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -6437203.000000 Penalty: 5183.395508
	Iteration 9Q: 3 clusters Score -6437203 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -6437745.000000 Penalty: 5183.395508
	Iteration 10Q: 3 clusters Score -6437745 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -6438463.000000 Penalty: 5183.395508
	Iteration 11Q: 3 clusters Score -6438463 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -6439490.500000 Penalty: 5183.395508
	Iteration 12Q: 3 clusters Score -6439490 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6440758.500000 Penalty: 5183.395508
	Iteration 13F: 3 clusters Score -6440758 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -6441886.500000 Penalty: 5183.395508
	Iteration 14F: 3 clusters Score -6441886 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -6442501.000000 Penalty: 5183.395508
	Iteration 15Q: 3 clusters Score -6442501 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -6442780.000000 Penalty: 5183.395508
	Iteration 16Q: 3 clusters Score -6442780 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -6442931.000000 Penalty: 5183.395508
	Iteration 17Q: 3 clusters Score -6442931 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6443060.000000 Penalty: 5183.395508
	Iteration 18Q: 3 clusters Score -6443060 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -6443153.000000 Penalty: 5183.395508
	Iteration 19Q: 3 clusters Score -6443153 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -6443248.500000 Penalty: 5183.395508
	Iteration 20F: 3 clusters Score -6443248 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6443356.500000 Penalty: 5183.395508
	Iteration 21Q: 3 clusters Score -6443356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6443467.500000 Penalty: 5183.395508
	Iteration 22Q: 3 clusters Score -6443468 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -6443574.500000 Penalty: 5183.395508
	Iteration 23Q: 3 clusters Score -6443574 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6443686.000000 Penalty: 5183.395508
	Iteration 24Q: 3 clusters Score -6443686 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -6443781.500000 Penalty: 5183.395508
	Iteration 25Q: 3 clusters Score -6443782 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -6443913.500000 Penalty: 5183.395508
	Iteration 26Q: 3 clusters Score -6443914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -6444010.000000 Penalty: 5183.395508
	Iteration 27Q: 3 clusters Score -6444010 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -6444134.000000 Penalty: 5183.395508
	Iteration 28Q: 3 clusters Score -6444134 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -6444231.500000 Penalty: 5183.395508
	Iteration 29Q: 3 clusters Score -6444232 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -6444334.500000 Penalty: 5183.395508
	Iteration 30Q: 3 clusters Score -6444334 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -6444447.000000 Penalty: 5183.395508
	Iteration 31Q: 3 clusters Score -6444447 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -6444526.000000 Penalty: 5183.395508
	Iteration 32Q: 3 clusters Score -6444526 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6444623.000000 Penalty: 5183.395508
	Iteration 33Q: 3 clusters Score -6444623 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -6444688.000000 Penalty: 5183.395508
	Iteration 34Q: 3 clusters Score -6444688 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -6444807.000000 Penalty: 5183.395508
	Iteration 35Q: 3 clusters Score -6444807 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -6444897.000000 Penalty: 5183.395508
	Iteration 36Q: 3 clusters Score -6444897 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -6445008.500000 Penalty: 5183.395508
	Iteration 37Q: 3 clusters Score -6445008 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -6445087.000000 Penalty: 5183.395508
	Iteration 38Q: 3 clusters Score -6445087 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -6445179.500000 Penalty: 5183.395508
	Iteration 39Q: 3 clusters Score -6445180 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -6445238.500000 Penalty: 5183.395508
	Iteration 40F: 3 clusters Score -6445238 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -6445309.000000 Penalty: 5183.395508
	Iteration 41Q: 3 clusters Score -6445309 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6445393.500000 Penalty: 5183.395508
	Iteration 42Q: 3 clusters Score -6445394 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6445454.000000 Penalty: 5183.395508
	Iteration 43Q: 3 clusters Score -6445454 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6445531.000000 Penalty: 5183.395508
	Iteration 44Q: 3 clusters Score -6445531 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6445578.500000 Penalty: 5183.395508
	Iteration 45Q: 3 clusters Score -6445578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6445623.000000 Penalty: 5183.395508
	Iteration 46Q: 3 clusters Score -6445623 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6445688.000000 Penalty: 5183.395508
	Iteration 47Q: 3 clusters Score -6445688 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6445732.500000 Penalty: 5183.395508
	Iteration 48Q: 3 clusters Score -6445732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6445747.500000 Penalty: 5183.395508
	Iteration 49Q: 3 clusters Score -6445748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6445813.000000 Penalty: 5183.395508
	Iteration 50Q: 3 clusters Score -6445813 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6445835.000000 Penalty: 5183.395508
	Iteration 51Q: 3 clusters Score -6445835 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6445891.500000 Penalty: 5183.395508
	Iteration 52Q: 3 clusters Score -6445892 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6445931.500000 Penalty: 5183.395508
	Iteration 53Q: 3 clusters Score -6445932 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6445979.000000 Penalty: 5183.395508
	Iteration 54Q: 3 clusters Score -6445979 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6446034.500000 Penalty: 5183.395508
	Iteration 55Q: 3 clusters Score -6446034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6446062.500000 Penalty: 5183.395508
	Iteration 56Q: 3 clusters Score -6446062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6446107.500000 Penalty: 5183.395508
	Iteration 57Q: 3 clusters Score -6446108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6446132.000000 Penalty: 5183.395508
	Iteration 58Q: 3 clusters Score -6446132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6446136.000000 Penalty: 5183.395508
	Iteration 59Q: 3 clusters Score -6446136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6446177.000000 Penalty: 5183.395508
	Iteration 60F: 3 clusters Score -6446177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6446196.000000 Penalty: 5183.395508
	Iteration 61Q: 3 clusters Score -6446196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6446210.000000 Penalty: 5183.395508
	Iteration 62Q: 3 clusters Score -6446210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6446223.500000 Penalty: 5183.395508
	Iteration 63Q: 3 clusters Score -6446224 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6446238.000000 Penalty: 5183.395508
	Iteration 64Q: 3 clusters Score -6446238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6446256.500000 Penalty: 5183.395508
	Iteration 65Q: 3 clusters Score -6446256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6446293.500000 Penalty: 5183.395508
	Iteration 66Q: 3 clusters Score -6446294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6446308.500000 Penalty: 5183.395508
	Iteration 67Q: 3 clusters Score -6446308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6446312.000000 Penalty: 5183.395508
	Iteration 68Q: 3 clusters Score -6446312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6446331.500000 Penalty: 5183.395508
	Iteration 69Q: 3 clusters Score -6446332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6446342.500000 Penalty: 5183.395508
	Iteration 70Q: 3 clusters Score -6446342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6446371.000000 Penalty: 5183.395508
	Iteration 71Q: 3 clusters Score -6446371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6446380.500000 Penalty: 5183.395508
	Iteration 72Q: 3 clusters Score -6446380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6446382.500000 Penalty: 5183.395508
	Iteration 73Q: 3 clusters Score -6446382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6446381.000000 Penalty: 5183.395508
	Iteration 74Q: 3 clusters Score -6446381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6446390.000000 Penalty: 5183.395508
	Iteration 75Q: 3 clusters Score -6446390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6446392.000000 Penalty: 5183.395508
	Iteration 76Q: 3 clusters Score -6446392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6446396.500000 Penalty: 5183.395508
	Iteration 77Q: 3 clusters Score -6446396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6446411.500000 Penalty: 5183.395508
	Iteration 78Q: 3 clusters Score -6446412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6446422.000000 Penalty: 5183.395508
	Iteration 79Q: 3 clusters Score -6446422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6446431.000000 Penalty: 5183.395508
	Iteration 80F: 3 clusters Score -6446431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6446438.000000 Penalty: 5183.395508
	Iteration 81Q: 3 clusters Score -6446438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6446450.000000 Penalty: 5183.395508
	Iteration 82Q: 3 clusters Score -6446450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6446451.000000 Penalty: 5183.395508
	Iteration 83Q: 3 clusters Score -6446451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6446457.500000 Penalty: 5183.395508
	Iteration 84Q: 3 clusters Score -6446458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6446475.500000 Penalty: 5183.395508
	Iteration 85Q: 3 clusters Score -6446476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6446483.000000 Penalty: 5183.395508
	Iteration 86Q: 3 clusters Score -6446483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6446483.000000 Penalty: 5183.395508
	Iteration 87Q: 3 clusters Score -6446483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6446498.500000 Penalty: 5183.395508
	Iteration 88Q: 3 clusters Score -6446498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6446507.000000 Penalty: 5183.395508
	Iteration 89Q: 3 clusters Score -6446507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6446513.000000 Penalty: 5183.395508
	Iteration 90Q: 3 clusters Score -6446513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6446512.500000 Penalty: 5183.395508
	Iteration 91Q: 3 clusters Score -6446512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6446531.500000 Penalty: 5183.395508
	Iteration 92Q: 3 clusters Score -6446532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6446540.000000 Penalty: 5183.395508
	Iteration 93Q: 3 clusters Score -6446540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6446547.000000 Penalty: 5183.395508
	Iteration 94Q: 3 clusters Score -6446547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6446555.500000 Penalty: 5183.395508
	Iteration 95Q: 3 clusters Score -6446556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6446575.500000 Penalty: 5183.395508
	Iteration 96Q: 3 clusters Score -6446576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6446578.000000 Penalty: 5183.395508
	Iteration 97Q: 3 clusters Score -6446578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6446572.500000 Penalty: 5183.395508
	Iteration 98Q: 3 clusters Score -6446572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6446593.500000 Penalty: 5183.395508
	Iteration 99Q: 3 clusters Score -6446594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6446603.000000 Penalty: 5183.395508
	Iteration 100F: 3 clusters Score -6446603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6446611.500000 Penalty: 5183.395508
	Iteration 101Q: 3 clusters Score -6446612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6446613.000000 Penalty: 5183.395508
	Iteration 102Q: 3 clusters Score -6446613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6446623.500000 Penalty: 5183.395508
	Iteration 103Q: 3 clusters Score -6446624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6446632.500000 Penalty: 5183.395508
	Iteration 104Q: 3 clusters Score -6446632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6446633.000000 Penalty: 5183.395508
	Iteration 105Q: 3 clusters Score -6446633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6446641.500000 Penalty: 5183.395508
	Iteration 106Q: 3 clusters Score -6446642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6446641.500000 Penalty: 5183.395508
	Iteration 107Q: 3 clusters Score -6446642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6446641.500000 Penalty: 5183.395508
	Iteration 108Q: 3 clusters Score -6446642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6446641.500000 Penalty: 5183.395508
	Iteration 109F: 3 clusters Score -6446642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26560 members 
Entering Unmasked Estep 
Score: -5154910.500000 Penalty: 2526.416016
	Iteration 0F: 2 clusters Score -5154910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5137069.500000 Penalty: 5052.832031
	Iteration 0F: 3 clusters Score -5137070 nChanged 11794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -5143307.000000 Penalty: 5052.832031
	Iteration 1F: 3 clusters Score -5143307 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5143665 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -5143974.000000 Penalty: 5052.832031
	Iteration 3Q: 3 clusters Score -5143974 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -5144235.000000 Penalty: 5052.832031
	Iteration 4Q: 3 clusters Score -5144235 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5144440.000000 Penalty: 5052.832031
	Iteration 5Q: 3 clusters Score -5144440 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -5144602.500000 Penalty: 5052.832031
	Iteration 6Q: 3 clusters Score -5144602 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5144751.000000 Penalty: 5052.832031
	Iteration 7Q: 3 clusters Score -5144751 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5144911.500000 Penalty: 5052.832031
	Iteration 8Q: 3 clusters Score -5144912 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5145086.000000 Penalty: 5052.832031
	Iteration 9Q: 3 clusters Score -5145086 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5145269.500000 Penalty: 5052.832031
	Iteration 10Q: 3 clusters Score -5145270 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -5145464.000000 Penalty: 5052.832031
	Iteration 11Q: 3 clusters Score -5145464 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5145737.500000 Penalty: 5052.832031
	Iteration 12Q: 3 clusters Score -5145738 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -5146116.000000 Penalty: 5052.832031
	Iteration 13Q: 3 clusters Score -5146116 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -5146633.500000 Penalty: 5052.832031
	Iteration 14Q: 3 clusters Score -5146634 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -5147264.000000 Penalty: 5052.832031
	Iteration 15Q: 3 clusters Score -5147264 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -5147896.500000 Penalty: 5052.832031
	Iteration 16Q: 3 clusters Score -5147896 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -5148377.000000 Penalty: 5052.832031
	Iteration 17Q: 3 clusters Score -5148377 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5148640.000000 Penalty: 5052.832031
	Iteration 18Q: 3 clusters Score -5148640 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5148768.500000 Penalty: 5052.832031
	Iteration 19Q: 3 clusters Score -5148768 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -5148846.500000 Penalty: 5052.832031
	Iteration 20F: 3 clusters Score -5148846 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5148890.000000 Penalty: 5052.832031
	Iteration 21Q: 3 clusters Score -5148890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -5148924.000000 Penalty: 5052.832031
	Iteration 22Q: 3 clusters Score -5148924 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5148930.500000 Penalty: 5052.832031
	Iteration 23Q: 3 clusters Score -5148930 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -5148939.500000 Penalty: 5052.832031
	Iteration 24Q: 3 clusters Score -5148940 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5148962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5148996 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5149018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5149051.500000 Penalty: 5052.832031
	Iteration 28Q: 3 clusters Score -5149052 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5149095 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5149098 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -5149120.500000 Penalty: 5052.832031
	Iteration 31Q: 3 clusters Score -5149120 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -5149150.500000 Penalty: 5052.832031
	Iteration 32Q: 3 clusters Score -5149150 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -5149171.500000 Penalty: 5052.832031
	Iteration 33Q: 3 clusters Score -5149172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5149189.000000 Penalty: 5052.832031
	Iteration 34Q: 3 clusters Score -5149189 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5149188 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5149209.500000 Penalty: 5052.832031
	Iteration 36Q: 3 clusters Score -5149210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -5149227.500000 Penalty: 5052.832031
	Iteration 37Q: 3 clusters Score -5149228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5149226 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -5149237.500000 Penalty: 5052.832031
	Iteration 39Q: 3 clusters Score -5149238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5149237.000000 Penalty: 5052.832031
	Iteration 40F: 3 clusters Score -5149237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5149238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -5149248.500000 Penalty: 5052.832031
	Iteration 42Q: 3 clusters Score -5149248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -5149262.500000 Penalty: 5052.832031
	Iteration 43Q: 3 clusters Score -5149262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -5149259.000000 Penalty: 5052.832031
	Iteration 44Q: 3 clusters Score -5149259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5149280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5149280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5149292.000000 Penalty: 5052.832031
	Iteration 47Q: 3 clusters Score -5149292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -5149282.500000 Penalty: 5052.832031
	Iteration 48Q: 3 clusters Score -5149282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5149289.500000 Penalty: 5052.832031
	Iteration 49Q: 3 clusters Score -5149290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5149273.000000 Penalty: 5052.832031
	Iteration 50Q: 3 clusters Score -5149273 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5149274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5149267.500000 Penalty: 5052.832031
	Iteration 52Q: 3 clusters Score -5149268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5149271.500000 Penalty: 5052.832031
	Iteration 53Q: 3 clusters Score -5149272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5149262.000000 Penalty: 5052.832031
	Iteration 54Q: 3 clusters Score -5149262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -5149278.500000 Penalty: 5052.832031
	Iteration 55Q: 3 clusters Score -5149278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5149277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5149285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -5149283.500000 Penalty: 5052.832031
	Iteration 58Q: 3 clusters Score -5149284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5149284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5149281.000000 Penalty: 5052.832031
	Iteration 60F: 3 clusters Score -5149281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5149287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -5149279.500000 Penalty: 5052.832031
	Iteration 62Q: 3 clusters Score -5149280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -5149292.500000 Penalty: 5052.832031
	Iteration 63Q: 3 clusters Score -5149292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -5149290.500000 Penalty: 5052.832031
	Iteration 64Q: 3 clusters Score -5149290 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5149290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5149287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5149306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -5149316.000000 Penalty: 5052.832031
	Iteration 68Q: 3 clusters Score -5149316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5149328.000000 Penalty: 5052.832031
	Iteration 69Q: 3 clusters Score -5149328 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -5149345.500000 Penalty: 5052.832031
	Iteration 70Q: 3 clusters Score -5149346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -5149354.500000 Penalty: 5052.832031
	Iteration 71Q: 3 clusters Score -5149354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5149363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5149362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5149370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5149370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5149364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5149354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5149362 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -5149372.000000 Penalty: 5052.832031
	Iteration 79Q: 3 clusters Score -5149372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -5149365.500000 Penalty: 5052.832031
	Iteration 80F: 3 clusters Score -5149366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5149366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -5149378.500000 Penalty: 5052.832031
	Iteration 82Q: 3 clusters Score -5149378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5149372 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5149368.500000 Penalty: 5052.832031
	Iteration 84Q: 3 clusters Score -5149368 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5149365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5149370 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5149353.000000 Penalty: 5052.832031
	Iteration 87Q: 3 clusters Score -5149353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -5149345.500000 Penalty: 5052.832031
	Iteration 88Q: 3 clusters Score -5149346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -5149323.000000 Penalty: 5052.832031
	Iteration 89Q: 3 clusters Score -5149323 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -5149335.500000 Penalty: 5052.832031
	Iteration 90Q: 3 clusters Score -5149336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5149349.000000 Penalty: 5052.832031
	Iteration 91Q: 3 clusters Score -5149349 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5149368 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5149362.000000 Penalty: 5052.832031
	Iteration 93Q: 3 clusters Score -5149362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5149380 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5149444.000000 Penalty: 5052.832031
	Iteration 95Q: 3 clusters Score -5149444 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5149519 nChanged 324
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Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5149588 nChanged 399
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Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5149686 nChanged 433
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Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5149794 nChanged 502
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Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5149999 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5150233 nChanged 595
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Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5150394.500000 Penalty: 5052.832031
	Iteration 102Q: 3 clusters Score -5150394 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -5150583.500000 Penalty: 5052.832031
	Iteration 103Q: 3 clusters Score -5150584 nChanged 571
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Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5150764 nChanged 515
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5150908 nChanged 470
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Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5151007.500000 Penalty: 5052.832031
	Iteration 106Q: 3 clusters Score -5151008 nChanged 447
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5151040.000000 Penalty: 5052.832031
	Iteration 107Q: 3 clusters Score -5151040 nChanged 478
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5151066.500000 Penalty: 5052.832031
	Iteration 108Q: 3 clusters Score -5151066 nChanged 488
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5151101 nChanged 534
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Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -5151128.500000 Penalty: 5052.832031
	Iteration 110Q: 3 clusters Score -5151128 nChanged 510
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5151134.500000 Penalty: 5052.832031
	Iteration 111Q: 3 clusters Score -5151134 nChanged 489
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Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -5151147.500000 Penalty: 5052.832031
	Iteration 112Q: 3 clusters Score -5151148 nChanged 489
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -5151127.500000 Penalty: 5052.832031
	Iteration 113Q: 3 clusters Score -5151128 nChanged 447
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Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5151128 nChanged 403
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5151094.500000 Penalty: 5052.832031
	Iteration 115Q: 3 clusters Score -5151094 nChanged 444
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -5151062.500000 Penalty: 5052.832031
	Iteration 116Q: 3 clusters Score -5151062 nChanged 445
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Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -5151004.500000 Penalty: 5052.832031
	Iteration 117Q: 3 clusters Score -5151004 nChanged 444
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Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5150939.500000 Penalty: 5052.832031
	Iteration 118Q: 3 clusters Score -5150940 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5150909.000000 Penalty: 5052.832031
	Iteration 119Q: 3 clusters Score -5150909 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -5151031.500000 Penalty: 5052.832031
	Iteration 120F: 3 clusters Score -5151032 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5151050.500000 Penalty: 5052.832031
	Iteration 121Q: 3 clusters Score -5151050 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -5151032.500000 Penalty: 5052.832031
	Iteration 122Q: 3 clusters Score -5151032 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5151035.500000 Penalty: 5052.832031
	Iteration 123Q: 3 clusters Score -5151036 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5151082.000000 Penalty: 5052.832031
	Iteration 124Q: 3 clusters Score -5151082 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -5151114.000000 Penalty: 5052.832031
	Iteration 125Q: 3 clusters Score -5151114 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -5151137.500000 Penalty: 5052.832031
	Iteration 126Q: 3 clusters Score -5151138 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -5151143.500000 Penalty: 5052.832031
	Iteration 127Q: 3 clusters Score -5151144 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5151211.500000 Penalty: 5052.832031
	Iteration 128Q: 3 clusters Score -5151212 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5151334.500000 Penalty: 5052.832031
	Iteration 129Q: 3 clusters Score -5151334 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5151532.000000 Penalty: 5052.832031
	Iteration 130Q: 3 clusters Score -5151532 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5151687.500000 Penalty: 5052.832031
	Iteration 131Q: 3 clusters Score -5151688 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5151796.000000 Penalty: 5052.832031
	Iteration 132Q: 3 clusters Score -5151796 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5151910.500000 Penalty: 5052.832031
	Iteration 133Q: 3 clusters Score -5151910 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5152007.500000 Penalty: 5052.832031
	Iteration 134Q: 3 clusters Score -5152008 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5152102.500000 Penalty: 5052.832031
	Iteration 135Q: 3 clusters Score -5152102 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5152227.500000 Penalty: 5052.832031
	Iteration 136Q: 3 clusters Score -5152228 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5152312.000000 Penalty: 5052.832031
	Iteration 137Q: 3 clusters Score -5152312 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5152407.000000 Penalty: 5052.832031
	Iteration 138Q: 3 clusters Score -5152407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5152474.000000 Penalty: 5052.832031
	Iteration 139Q: 3 clusters Score -5152474 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5152542.500000 Penalty: 5052.832031
	Iteration 140F: 3 clusters Score -5152542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5152582.500000 Penalty: 5052.832031
	Iteration 141Q: 3 clusters Score -5152582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5152612.000000 Penalty: 5052.832031
	Iteration 142Q: 3 clusters Score -5152612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5152642.000000 Penalty: 5052.832031
	Iteration 143Q: 3 clusters Score -5152642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5152669.500000 Penalty: 5052.832031
	Iteration 144Q: 3 clusters Score -5152670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5152701.500000 Penalty: 5052.832031
	Iteration 145Q: 3 clusters Score -5152702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5152705.500000 Penalty: 5052.832031
	Iteration 146Q: 3 clusters Score -5152706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5152714.500000 Penalty: 5052.832031
	Iteration 147Q: 3 clusters Score -5152714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5152727.000000 Penalty: 5052.832031
	Iteration 148Q: 3 clusters Score -5152727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5152741.000000 Penalty: 5052.832031
	Iteration 149Q: 3 clusters Score -5152741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5152739.000000 Penalty: 5052.832031
	Iteration 150Q: 3 clusters Score -5152739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5152737.000000 Penalty: 5052.832031
	Iteration 151Q: 3 clusters Score -5152737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5152734.000000 Penalty: 5052.832031
	Iteration 152Q: 3 clusters Score -5152734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5152742.500000 Penalty: 5052.832031
	Iteration 153Q: 3 clusters Score -5152742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5152738.000000 Penalty: 5052.832031
	Iteration 154Q: 3 clusters Score -5152738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5152738.500000 Penalty: 5052.832031
	Iteration 155Q: 3 clusters Score -5152738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5152738.500000 Penalty: 5052.832031
	Iteration 156F: 3 clusters Score -5152738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -386937.625000 Penalty: 1903.535400
	Iteration 0F: 2 clusters Score -386937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -384222.687500 Penalty: 3807.070801
	Iteration 0F: 3 clusters Score -384222.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -384699.406250 Penalty: 3807.070801
	Iteration 1F: 3 clusters Score -384699.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -384884.593750 Penalty: 3807.070801
	Iteration 2F: 3 clusters Score -384884.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -385052.375000 Penalty: 3807.070801
	Iteration 3F: 3 clusters Score -385052.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -385206.500000 Penalty: 3807.070801
	Iteration 4F: 3 clusters Score -385206.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -385378.312500 Penalty: 3807.070801
	Iteration 5Q: 3 clusters Score -385378.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -385477.531250 Penalty: 3807.070801
	Iteration 6Q: 3 clusters Score -385477.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -385576.937500 Penalty: 3807.070801
	Iteration 7Q: 3 clusters Score -385576.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -385693.937500 Penalty: 3807.070801
	Iteration 8Q: 3 clusters Score -385693.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -385788.937500 Penalty: 3807.070801
	Iteration 9Q: 3 clusters Score -385788.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -385830.750000 Penalty: 3807.070801
	Iteration 10Q: 3 clusters Score -385830.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -385868.718750 Penalty: 3807.070801
	Iteration 11Q: 3 clusters Score -385868.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -385907.125000 Penalty: 3807.070801
	Iteration 12Q: 3 clusters Score -385907.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -385939.843750 Penalty: 3807.070801
	Iteration 13Q: 3 clusters Score -385939.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -385971.500000 Penalty: 3807.070801
	Iteration 14Q: 3 clusters Score -385971.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -385987.812500 Penalty: 3807.070801
	Iteration 15Q: 3 clusters Score -385987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -385996.093750 Penalty: 3807.070801
	Iteration 16Q: 3 clusters Score -385996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -386001.375000 Penalty: 3807.070801
	Iteration 17Q: 3 clusters Score -386001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -386007.812500 Penalty: 3807.070801
	Iteration 18Q: 3 clusters Score -386007.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -386014.781250 Penalty: 3807.070801
	Iteration 19Q: 3 clusters Score -386014.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -386024.093750 Penalty: 3807.070801
	Iteration 20F: 3 clusters Score -386024.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -386034.468750 Penalty: 3807.070801
	Iteration 21Q: 3 clusters Score -386034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -386045.343750 Penalty: 3807.070801
	Iteration 22Q: 3 clusters Score -386045.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -386054.000000 Penalty: 3807.070801
	Iteration 23Q: 3 clusters Score -386054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -386060.281250 Penalty: 3807.070801
	Iteration 24Q: 3 clusters Score -386060.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -386070.812500 Penalty: 3807.070801
	Iteration 25Q: 3 clusters Score -386070.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -386084.968750 Penalty: 3807.070801
	Iteration 26Q: 3 clusters Score -386085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -386096.968750 Penalty: 3807.070801
	Iteration 27Q: 3 clusters Score -386097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -386106.500000 Penalty: 3807.070801
	Iteration 28Q: 3 clusters Score -386106.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -386115.125000 Penalty: 3807.070801
	Iteration 29Q: 3 clusters Score -386115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -386120.562500 Penalty: 3807.070801
	Iteration 30Q: 3 clusters Score -386120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -386131.156250 Penalty: 3807.070801
	Iteration 31Q: 3 clusters Score -386131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -386140.187500 Penalty: 3807.070801
	Iteration 32Q: 3 clusters Score -386140.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -386146.406250 Penalty: 3807.070801
	Iteration 33Q: 3 clusters Score -386146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -386148.656250 Penalty: 3807.070801
	Iteration 34Q: 3 clusters Score -386148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -386151.437500 Penalty: 3807.070801
	Iteration 35Q: 3 clusters Score -386151.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -386152.781250 Penalty: 3807.070801
	Iteration 36Q: 3 clusters Score -386152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -386155.500000 Penalty: 3807.070801
	Iteration 37Q: 3 clusters Score -386155.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -386157.312500 Penalty: 3807.070801
	Iteration 38Q: 3 clusters Score -386157.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -386162.031250 Penalty: 3807.070801
	Iteration 39Q: 3 clusters Score -386162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -386166.843750 Penalty: 3807.070801
	Iteration 40F: 3 clusters Score -386166.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -386170.437500 Penalty: 3807.070801
	Iteration 41Q: 3 clusters Score -386170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -386176.406250 Penalty: 3807.070801
	Iteration 42Q: 3 clusters Score -386176.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -386181.031250 Penalty: 3807.070801
	Iteration 43Q: 3 clusters Score -386181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -386184.468750 Penalty: 3807.070801
	Iteration 44Q: 3 clusters Score -386184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -386190.687500 Penalty: 3807.070801
	Iteration 45Q: 3 clusters Score -386190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -386200.468750 Penalty: 3807.070801
	Iteration 46Q: 3 clusters Score -386200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -386205.000000 Penalty: 3807.070801
	Iteration 47Q: 3 clusters Score -386205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -386208.562500 Penalty: 3807.070801
	Iteration 48Q: 3 clusters Score -386208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -386212.437500 Penalty: 3807.070801
	Iteration 49Q: 3 clusters Score -386212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -386215.250000 Penalty: 3807.070801
	Iteration 50Q: 3 clusters Score -386215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -386219.937500 Penalty: 3807.070801
	Iteration 51Q: 3 clusters Score -386219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -386224.562500 Penalty: 3807.070801
	Iteration 52Q: 3 clusters Score -386224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -386227.218750 Penalty: 3807.070801
	Iteration 53Q: 3 clusters Score -386227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -386228.812500 Penalty: 3807.070801
	Iteration 54Q: 3 clusters Score -386228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -386230.187500 Penalty: 3807.070801
	Iteration 55Q: 3 clusters Score -386230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -386232.468750 Penalty: 3807.070801
	Iteration 56Q: 3 clusters Score -386232.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -386233.031250 Penalty: 3807.070801
	Iteration 57Q: 3 clusters Score -386233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -386236.812500 Penalty: 3807.070801
	Iteration 58Q: 3 clusters Score -386236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -386238.218750 Penalty: 3807.070801
	Iteration 59Q: 3 clusters Score -386238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -386239.781250 Penalty: 3807.070801
	Iteration 60F: 3 clusters Score -386239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Entering Unmasked Estep 
Score: -7205824.500000 Penalty: 2612.197754
	Iteration 0F: 2 clusters Score -7205824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7181464.500000 Penalty: 5224.395508
	Iteration 0F: 3 clusters Score -7181464 nChanged 17079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -7190747.500000 Penalty: 5224.395508
	Iteration 1F: 3 clusters Score -7190748 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7191266.500000 Penalty: 5224.395508
	Iteration 2Q: 3 clusters Score -7191266 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -7191768.000000 Penalty: 5224.395508
	Iteration 3Q: 3 clusters Score -7191768 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7192270.500000 Penalty: 5224.395508
	Iteration 4Q: 3 clusters Score -7192270 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7192800.000000 Penalty: 5224.395508
	Iteration 5Q: 3 clusters Score -7192800 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -7193371.500000 Penalty: 5224.395508
	Iteration 6Q: 3 clusters Score -7193372 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7194086.000000 Penalty: 5224.395508
	Iteration 7Q: 3 clusters Score -7194086 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -7194965.500000 Penalty: 5224.395508
	Iteration 8Q: 3 clusters Score -7194966 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -7195895.000000 Penalty: 5224.395508
	Iteration 9Q: 3 clusters Score -7195895 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -7196931.000000 Penalty: 5224.395508
	Iteration 10Q: 3 clusters Score -7196931 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -7197882.500000 Penalty: 5224.395508
	Iteration 11Q: 3 clusters Score -7197882 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -7198651.500000 Penalty: 5224.395508
	Iteration 12Q: 3 clusters Score -7198652 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7199237.000000 Penalty: 5224.395508
	Iteration 13Q: 3 clusters Score -7199237 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -7199716.000000 Penalty: 5224.395508
	Iteration 14Q: 3 clusters Score -7199716 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -7200097.000000 Penalty: 5224.395508
	Iteration 15Q: 3 clusters Score -7200097 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -7200373.000000 Penalty: 5224.395508
	Iteration 16Q: 3 clusters Score -7200373 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -7200580.000000 Penalty: 5224.395508
	Iteration 17Q: 3 clusters Score -7200580 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7200789.000000 Penalty: 5224.395508
	Iteration 18Q: 3 clusters Score -7200789 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -7200913.000000 Penalty: 5224.395508
	Iteration 19Q: 3 clusters Score -7200913 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -7201023.000000 Penalty: 5224.395508
	Iteration 20F: 3 clusters Score -7201023 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7201138.500000 Penalty: 5224.395508
	Iteration 21Q: 3 clusters Score -7201138 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -7201276.000000 Penalty: 5224.395508
	Iteration 22Q: 3 clusters Score -7201276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -7201386.000000 Penalty: 5224.395508
	Iteration 23Q: 3 clusters Score -7201386 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -7201443.000000 Penalty: 5224.395508
	Iteration 24Q: 3 clusters Score -7201443 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -7201496.500000 Penalty: 5224.395508
	Iteration 25Q: 3 clusters Score -7201496 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -7201568.000000 Penalty: 5224.395508
	Iteration 26Q: 3 clusters Score -7201568 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7201615.500000 Penalty: 5224.395508
	Iteration 27Q: 3 clusters Score -7201616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -7201674.500000 Penalty: 5224.395508
	Iteration 28Q: 3 clusters Score -7201674 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -7201726.000000 Penalty: 5224.395508
	Iteration 29Q: 3 clusters Score -7201726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -7201806.000000 Penalty: 5224.395508
	Iteration 30Q: 3 clusters Score -7201806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7201874.500000 Penalty: 5224.395508
	Iteration 31Q: 3 clusters Score -7201874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -7201910.000000 Penalty: 5224.395508
	Iteration 32Q: 3 clusters Score -7201910 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -7201983.500000 Penalty: 5224.395508
	Iteration 33Q: 3 clusters Score -7201984 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -7202017.500000 Penalty: 5224.395508
	Iteration 34Q: 3 clusters Score -7202018 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7202081.500000 Penalty: 5224.395508
	Iteration 35Q: 3 clusters Score -7202082 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -7202158.500000 Penalty: 5224.395508
	Iteration 36Q: 3 clusters Score -7202158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7202219.500000 Penalty: 5224.395508
	Iteration 37Q: 3 clusters Score -7202220 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -7202268.500000 Penalty: 5224.395508
	Iteration 38Q: 3 clusters Score -7202268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7202291.000000 Penalty: 5224.395508
	Iteration 39Q: 3 clusters Score -7202291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -7202305.000000 Penalty: 5224.395508
	Iteration 40F: 3 clusters Score -7202305 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -7202369.000000 Penalty: 5224.395508
	Iteration 41Q: 3 clusters Score -7202369 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7202418.500000 Penalty: 5224.395508
	Iteration 42Q: 3 clusters Score -7202418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -7202471.500000 Penalty: 5224.395508
	Iteration 43Q: 3 clusters Score -7202472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7202514.000000 Penalty: 5224.395508
	Iteration 44Q: 3 clusters Score -7202514 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7202567.000000 Penalty: 5224.395508
	Iteration 45Q: 3 clusters Score -7202567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -7202610.000000 Penalty: 5224.395508
	Iteration 46Q: 3 clusters Score -7202610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7202640.000000 Penalty: 5224.395508
	Iteration 47Q: 3 clusters Score -7202640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -7202679.500000 Penalty: 5224.395508
	Iteration 48Q: 3 clusters Score -7202680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7202734.000000 Penalty: 5224.395508
	Iteration 49Q: 3 clusters Score -7202734 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -7202770.500000 Penalty: 5224.395508
	Iteration 50Q: 3 clusters Score -7202770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7202820.000000 Penalty: 5224.395508
	Iteration 51Q: 3 clusters Score -7202820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -7202873.000000 Penalty: 5224.395508
	Iteration 52Q: 3 clusters Score -7202873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -7202907.500000 Penalty: 5224.395508
	Iteration 53Q: 3 clusters Score -7202908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -7202932.000000 Penalty: 5224.395508
	Iteration 54Q: 3 clusters Score -7202932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7202993.000000 Penalty: 5224.395508
	Iteration 55Q: 3 clusters Score -7202993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7203051.500000 Penalty: 5224.395508
	Iteration 56Q: 3 clusters Score -7203052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -7203094.000000 Penalty: 5224.395508
	Iteration 57Q: 3 clusters Score -7203094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7203113.000000 Penalty: 5224.395508
	Iteration 58Q: 3 clusters Score -7203113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -7203150.500000 Penalty: 5224.395508
	Iteration 59Q: 3 clusters Score -7203150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -7203183.000000 Penalty: 5224.395508
	Iteration 60F: 3 clusters Score -7203183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7203212.500000 Penalty: 5224.395508
	Iteration 61Q: 3 clusters Score -7203212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7203249.500000 Penalty: 5224.395508
	Iteration 62Q: 3 clusters Score -7203250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -7203278.500000 Penalty: 5224.395508
	Iteration 63Q: 3 clusters Score -7203278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -7203291.000000 Penalty: 5224.395508
	Iteration 64Q: 3 clusters Score -7203291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7203313.000000 Penalty: 5224.395508
	Iteration 65Q: 3 clusters Score -7203313 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -7203339.500000 Penalty: 5224.395508
	Iteration 66Q: 3 clusters Score -7203340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -7203348.000000 Penalty: 5224.395508
	Iteration 67Q: 3 clusters Score -7203348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -7203375.500000 Penalty: 5224.395508
	Iteration 68Q: 3 clusters Score -7203376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -7203393.500000 Penalty: 5224.395508
	Iteration 69Q: 3 clusters Score -7203394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -7203400.000000 Penalty: 5224.395508
	Iteration 70Q: 3 clusters Score -7203400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7203426.500000 Penalty: 5224.395508
	Iteration 71Q: 3 clusters Score -7203426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7203424.000000 Penalty: 5224.395508
	Iteration 72Q: 3 clusters Score -7203424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7203438.000000 Penalty: 5224.395508
	Iteration 73Q: 3 clusters Score -7203438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7203451.500000 Penalty: 5224.395508
	Iteration 74Q: 3 clusters Score -7203452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7203459.000000 Penalty: 5224.395508
	Iteration 75Q: 3 clusters Score -7203459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -7203472.000000 Penalty: 5224.395508
	Iteration 76Q: 3 clusters Score -7203472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -7203478.500000 Penalty: 5224.395508
	Iteration 77Q: 3 clusters Score -7203478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7203490.500000 Penalty: 5224.395508
	Iteration 78Q: 3 clusters Score -7203490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7203489.500000 Penalty: 5224.395508
	Iteration 79Q: 3 clusters Score -7203490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7203497.000000 Penalty: 5224.395508
	Iteration 80F: 3 clusters Score -7203497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7203501.500000 Penalty: 5224.395508
	Iteration 81Q: 3 clusters Score -7203502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7203508.500000 Penalty: 5224.395508
	Iteration 82Q: 3 clusters Score -7203508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7203511.000000 Penalty: 5224.395508
	Iteration 83Q: 3 clusters Score -7203511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7203511.000000 Penalty: 5224.395508
	Iteration 84F: 3 clusters Score -7203511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Entering Unmasked Estep 
Score: -5440480.000000 Penalty: 2539.731445
	Iteration 0F: 2 clusters Score -5440480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5421595.500000 Penalty: 5079.462891
	Iteration 0F: 3 clusters Score -5421596 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -5428403.000000 Penalty: 5079.462891
	Iteration 1F: 3 clusters Score -5428403 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -5428784.500000 Penalty: 5079.462891
	Iteration 2Q: 3 clusters Score -5428784 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5429077.000000 Penalty: 5079.462891
	Iteration 3Q: 3 clusters Score -5429077 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5429293.500000 Penalty: 5079.462891
	Iteration 4Q: 3 clusters Score -5429294 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -5429468.500000 Penalty: 5079.462891
	Iteration 5Q: 3 clusters Score -5429468 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5429573.500000 Penalty: 5079.462891
	Iteration 6Q: 3 clusters Score -5429574 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5429688.500000 Penalty: 5079.462891
	Iteration 7Q: 3 clusters Score -5429688 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -5429775.500000 Penalty: 5079.462891
	Iteration 8Q: 3 clusters Score -5429776 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5429895.500000 Penalty: 5079.462891
	Iteration 9Q: 3 clusters Score -5429896 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5430037.000000 Penalty: 5079.462891
	Iteration 10Q: 3 clusters Score -5430037 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5430251.500000 Penalty: 5079.462891
	Iteration 11Q: 3 clusters Score -5430252 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -5430457.000000 Penalty: 5079.462891
	Iteration 12Q: 3 clusters Score -5430457 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -5430743.000000 Penalty: 5079.462891
	Iteration 13Q: 3 clusters Score -5430743 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5431228.500000 Penalty: 5079.462891
	Iteration 14Q: 3 clusters Score -5431228 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -5431999.000000 Penalty: 5079.462891
	Iteration 15F: 3 clusters Score -5431999 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -5433010.000000 Penalty: 5079.462891
	Iteration 16F: 3 clusters Score -5433010 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5434501.500000 Penalty: 5079.462891
	Iteration 17F: 3 clusters Score -5434502 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5436002.000000 Penalty: 5079.462891
	Iteration 18F: 3 clusters Score -5436002 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5437062.500000 Penalty: 5079.462891
	Iteration 19Q: 3 clusters Score -5437062 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5437592.000000 Penalty: 5079.462891
	Iteration 20F: 3 clusters Score -5437592 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5437887.000000 Penalty: 5079.462891
	Iteration 21Q: 3 clusters Score -5437887 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5438057.000000 Penalty: 5079.462891
	Iteration 22Q: 3 clusters Score -5438057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5438125.500000 Penalty: 5079.462891
	Iteration 23Q: 3 clusters Score -5438126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5438175.000000 Penalty: 5079.462891
	Iteration 24Q: 3 clusters Score -5438175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5438209.000000 Penalty: 5079.462891
	Iteration 25Q: 3 clusters Score -5438209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5438232.500000 Penalty: 5079.462891
	Iteration 26Q: 3 clusters Score -5438232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5438239.500000 Penalty: 5079.462891
	Iteration 27Q: 3 clusters Score -5438240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5438244.000000 Penalty: 5079.462891
	Iteration 28Q: 3 clusters Score -5438244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5438244.000000 Penalty: 5079.462891
	Iteration 29F: 3 clusters Score -5438244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -85386.273438 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -85386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83871.328125 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -83871.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84033.109375 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -84033.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84104.156250 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -84104.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84132.609375 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -84132.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84159.476562 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -84159.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84184.023438 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -84184.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -84190.445312 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -84190.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84203.101562 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -84203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84218.210938 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -84218.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84226.484375 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -84226.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84236.203125 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -84236.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84252.007812 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -84252.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84267.257812 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -84267.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -84273.968750 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -84273.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84275.281250 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -84275.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84275.281250 Penalty: 3079.460693
	Iteration 15F: 3 clusters Score -84275.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Entering Unmasked Estep 
Score: -3449691.000000 Penalty: 2418.343506
	Iteration 0F: 2 clusters Score -3449691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3437769.750000 Penalty: 4836.687012
	Iteration 0F: 3 clusters Score -3437770 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3441700.500000 Penalty: 4836.687012
	Iteration 1F: 3 clusters Score -3441700 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3442045.250000 Penalty: 4836.687012
	Iteration 2F: 3 clusters Score -3442045 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -3442297.750000 Penalty: 4836.687012
	Iteration 3Q: 3 clusters Score -3442298 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3442511.250000 Penalty: 4836.687012
	Iteration 4Q: 3 clusters Score -3442511 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -3442697.750000 Penalty: 4836.687012
	Iteration 5Q: 3 clusters Score -3442698 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3442880.500000 Penalty: 4836.687012
	Iteration 6Q: 3 clusters Score -3442880 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3443085.250000 Penalty: 4836.687012
	Iteration 7Q: 3 clusters Score -3443085 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3443288.000000 Penalty: 4836.687012
	Iteration 8Q: 3 clusters Score -3443288 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3443540.250000 Penalty: 4836.687012
	Iteration 9Q: 3 clusters Score -3443540 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -3443899.250000 Penalty: 4836.687012
	Iteration 10Q: 3 clusters Score -3443899 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3444317.250000 Penalty: 4836.687012
	Iteration 11Q: 3 clusters Score -3444317 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3444704.500000 Penalty: 4836.687012
	Iteration 12Q: 3 clusters Score -3444704 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3445077.750000 Penalty: 4836.687012
	Iteration 13Q: 3 clusters Score -3445078 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3445352.000000 Penalty: 4836.687012
	Iteration 14Q: 3 clusters Score -3445352 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3445539.250000 Penalty: 4836.687012
	Iteration 15Q: 3 clusters Score -3445539 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3445626.500000 Penalty: 4836.687012
	Iteration 16Q: 3 clusters Score -3445626 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -3445655.250000 Penalty: 4836.687012
	Iteration 17Q: 3 clusters Score -3445655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3445696.500000 Penalty: 4836.687012
	Iteration 18Q: 3 clusters Score -3445696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3445750.750000 Penalty: 4836.687012
	Iteration 19Q: 3 clusters Score -3445751 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -3445768.000000 Penalty: 4836.687012
	Iteration 20F: 3 clusters Score -3445768 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3445809.000000 Penalty: 4836.687012
	Iteration 21Q: 3 clusters Score -3445809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3445824.500000 Penalty: 4836.687012
	Iteration 22Q: 3 clusters Score -3445824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3445849.750000 Penalty: 4836.687012
	Iteration 23Q: 3 clusters Score -3445850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3445852.500000 Penalty: 4836.687012
	Iteration 24Q: 3 clusters Score -3445852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3445881.250000 Penalty: 4836.687012
	Iteration 25Q: 3 clusters Score -3445881 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3445898.000000 Penalty: 4836.687012
	Iteration 26Q: 3 clusters Score -3445898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -3445919.750000 Penalty: 4836.687012
	Iteration 27Q: 3 clusters Score -3445920 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -3445951.750000 Penalty: 4836.687012
	Iteration 28Q: 3 clusters Score -3445952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3445977.500000 Penalty: 4836.687012
	Iteration 29Q: 3 clusters Score -3445978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3445994.250000 Penalty: 4836.687012
	Iteration 30Q: 3 clusters Score -3445994 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3446046.000000 Penalty: 4836.687012
	Iteration 31Q: 3 clusters Score -3446046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3446053.750000 Penalty: 4836.687012
	Iteration 32Q: 3 clusters Score -3446054 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3446067.000000 Penalty: 4836.687012
	Iteration 33Q: 3 clusters Score -3446067 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3446091.500000 Penalty: 4836.687012
	Iteration 34Q: 3 clusters Score -3446092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3446127.000000 Penalty: 4836.687012
	Iteration 35Q: 3 clusters Score -3446127 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3446142.500000 Penalty: 4836.687012
	Iteration 36Q: 3 clusters Score -3446142 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3446166.250000 Penalty: 4836.687012
	Iteration 37Q: 3 clusters Score -3446166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3446194.000000 Penalty: 4836.687012
	Iteration 38Q: 3 clusters Score -3446194 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3446219.500000 Penalty: 4836.687012
	Iteration 39Q: 3 clusters Score -3446220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3446247.000000 Penalty: 4836.687012
	Iteration 40F: 3 clusters Score -3446247 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3446264.250000 Penalty: 4836.687012
	Iteration 41Q: 3 clusters Score -3446264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3446284.250000 Penalty: 4836.687012
	Iteration 42Q: 3 clusters Score -3446284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3446310.500000 Penalty: 4836.687012
	Iteration 43Q: 3 clusters Score -3446310 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3446334.750000 Penalty: 4836.687012
	Iteration 44Q: 3 clusters Score -3446335 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3446343.250000 Penalty: 4836.687012
	Iteration 45Q: 3 clusters Score -3446343 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3446358.250000 Penalty: 4836.687012
	Iteration 46Q: 3 clusters Score -3446358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3446396.750000 Penalty: 4836.687012
	Iteration 47Q: 3 clusters Score -3446397 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3446429.500000 Penalty: 4836.687012
	Iteration 48Q: 3 clusters Score -3446430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3446454.500000 Penalty: 4836.687012
	Iteration 49Q: 3 clusters Score -3446454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3446479.750000 Penalty: 4836.687012
	Iteration 50Q: 3 clusters Score -3446480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -3446500.000000 Penalty: 4836.687012
	Iteration 51Q: 3 clusters Score -3446500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3446520.750000 Penalty: 4836.687012
	Iteration 52Q: 3 clusters Score -3446521 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3446531.250000 Penalty: 4836.687012
	Iteration 53Q: 3 clusters Score -3446531 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3446539.750000 Penalty: 4836.687012
	Iteration 54Q: 3 clusters Score -3446540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -3446558.500000 Penalty: 4836.687012
	Iteration 55Q: 3 clusters Score -3446558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3446577.250000 Penalty: 4836.687012
	Iteration 56Q: 3 clusters Score -3446577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3446599.000000 Penalty: 4836.687012
	Iteration 57Q: 3 clusters Score -3446599 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3446622.000000 Penalty: 4836.687012
	Iteration 58Q: 3 clusters Score -3446622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3446642.500000 Penalty: 4836.687012
	Iteration 59Q: 3 clusters Score -3446642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3446674.250000 Penalty: 4836.687012
	Iteration 60F: 3 clusters Score -3446674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3446696.000000 Penalty: 4836.687012
	Iteration 61Q: 3 clusters Score -3446696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3446724.250000 Penalty: 4836.687012
	Iteration 62Q: 3 clusters Score -3446724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3446734.250000 Penalty: 4836.687012
	Iteration 63Q: 3 clusters Score -3446734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3446773.500000 Penalty: 4836.687012
	Iteration 64Q: 3 clusters Score -3446774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3446814.000000 Penalty: 4836.687012
	Iteration 65Q: 3 clusters Score -3446814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3446844.250000 Penalty: 4836.687012
	Iteration 66Q: 3 clusters Score -3446844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3446878.750000 Penalty: 4836.687012
	Iteration 67Q: 3 clusters Score -3446879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3446913.500000 Penalty: 4836.687012
	Iteration 68Q: 3 clusters Score -3446914 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3446949.000000 Penalty: 4836.687012
	Iteration 69Q: 3 clusters Score -3446949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3446976.750000 Penalty: 4836.687012
	Iteration 70Q: 3 clusters Score -3446977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3447013.000000 Penalty: 4836.687012
	Iteration 71Q: 3 clusters Score -3447013 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3447030.000000 Penalty: 4836.687012
	Iteration 72Q: 3 clusters Score -3447030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -3447058.250000 Penalty: 4836.687012
	Iteration 73Q: 3 clusters Score -3447058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3447076.000000 Penalty: 4836.687012
	Iteration 74Q: 3 clusters Score -3447076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3447098.250000 Penalty: 4836.687012
	Iteration 75Q: 3 clusters Score -3447098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3447121.000000 Penalty: 4836.687012
	Iteration 76Q: 3 clusters Score -3447121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3447143.250000 Penalty: 4836.687012
	Iteration 77Q: 3 clusters Score -3447143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -3447167.000000 Penalty: 4836.687012
	Iteration 78Q: 3 clusters Score -3447167 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3447198.000000 Penalty: 4836.687012
	Iteration 79Q: 3 clusters Score -3447198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3447228.250000 Penalty: 4836.687012
	Iteration 80F: 3 clusters Score -3447228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3447249.750000 Penalty: 4836.687012
	Iteration 81Q: 3 clusters Score -3447250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3447266.500000 Penalty: 4836.687012
	Iteration 82Q: 3 clusters Score -3447266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3447283.750000 Penalty: 4836.687012
	Iteration 83Q: 3 clusters Score -3447284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3447300.250000 Penalty: 4836.687012
	Iteration 84Q: 3 clusters Score -3447300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3447310.750000 Penalty: 4836.687012
	Iteration 85Q: 3 clusters Score -3447311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3447318.500000 Penalty: 4836.687012
	Iteration 86Q: 3 clusters Score -3447318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3447337.750000 Penalty: 4836.687012
	Iteration 87Q: 3 clusters Score -3447338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3447340.750000 Penalty: 4836.687012
	Iteration 88Q: 3 clusters Score -3447341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3447344.000000 Penalty: 4836.687012
	Iteration 89Q: 3 clusters Score -3447344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3447349.250000 Penalty: 4836.687012
	Iteration 90Q: 3 clusters Score -3447349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3447358.750000 Penalty: 4836.687012
	Iteration 91Q: 3 clusters Score -3447359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3447364.500000 Penalty: 4836.687012
	Iteration 92Q: 3 clusters Score -3447364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -3447363.500000 Penalty: 4836.687012
	Iteration 93Q: 3 clusters Score -3447364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3447362.500000 Penalty: 4836.687012
	Iteration 94Q: 3 clusters Score -3447362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3447369.500000 Penalty: 4836.687012
	Iteration 95Q: 3 clusters Score -3447370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3447365.750000 Penalty: 4836.687012
	Iteration 96Q: 3 clusters Score -3447366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3447372.250000 Penalty: 4836.687012
	Iteration 97Q: 3 clusters Score -3447372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3447373.250000 Penalty: 4836.687012
	Iteration 98Q: 3 clusters Score -3447373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3447377.000000 Penalty: 4836.687012
	Iteration 99Q: 3 clusters Score -3447377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3447381.500000 Penalty: 4836.687012
	Iteration 100F: 3 clusters Score -3447382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3447387.250000 Penalty: 4836.687012
	Iteration 101Q: 3 clusters Score -3447387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3447392.500000 Penalty: 4836.687012
	Iteration 102Q: 3 clusters Score -3447392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3447400.250000 Penalty: 4836.687012
	Iteration 103Q: 3 clusters Score -3447400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3447408.000000 Penalty: 4836.687012
	Iteration 104Q: 3 clusters Score -3447408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3447420.500000 Penalty: 4836.687012
	Iteration 105Q: 3 clusters Score -3447420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3447425.750000 Penalty: 4836.687012
	Iteration 106Q: 3 clusters Score -3447426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3447428.750000 Penalty: 4836.687012
	Iteration 107Q: 3 clusters Score -3447429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3447437.250000 Penalty: 4836.687012
	Iteration 108Q: 3 clusters Score -3447437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3447444.750000 Penalty: 4836.687012
	Iteration 109Q: 3 clusters Score -3447445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3447445.750000 Penalty: 4836.687012
	Iteration 110Q: 3 clusters Score -3447446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3447447.250000 Penalty: 4836.687012
	Iteration 111Q: 3 clusters Score -3447447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3447445.500000 Penalty: 4836.687012
	Iteration 112Q: 3 clusters Score -3447446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3447443.750000 Penalty: 4836.687012
	Iteration 113Q: 3 clusters Score -3447444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3447444.500000 Penalty: 4836.687012
	Iteration 114Q: 3 clusters Score -3447444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3447445.500000 Penalty: 4836.687012
	Iteration 115Q: 3 clusters Score -3447446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3447445.000000 Penalty: 4836.687012
	Iteration 116Q: 3 clusters Score -3447445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3447445.000000 Penalty: 4836.687012
	Iteration 117F: 3 clusters Score -3447445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -4063377.750000 Penalty: 2452.102539
	Iteration 0F: 2 clusters Score -4063378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -4051272.000000 Penalty: 4904.205078
	Iteration 0F: 3 clusters Score -4051272 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -4055734.250000 Penalty: 4904.205078
	Iteration 1F: 3 clusters Score -4055734 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4056110.000000 Penalty: 4904.205078
	Iteration 2F: 3 clusters Score -4056110 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -4056395.750000 Penalty: 4904.205078
	Iteration 3Q: 3 clusters Score -4056396 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4056644.750000 Penalty: 4904.205078
	Iteration 4Q: 3 clusters Score -4056645 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -4056874.500000 Penalty: 4904.205078
	Iteration 5Q: 3 clusters Score -4056874 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -4057065.000000 Penalty: 4904.205078
	Iteration 6Q: 3 clusters Score -4057065 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4057266.000000 Penalty: 4904.205078
	Iteration 7Q: 3 clusters Score -4057266 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4057510.250000 Penalty: 4904.205078
	Iteration 8Q: 3 clusters Score -4057510 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4057806.500000 Penalty: 4904.205078
	Iteration 9F: 3 clusters Score -4057806 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4058122.000000 Penalty: 4904.205078
	Iteration 10Q: 3 clusters Score -4058122 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4058597.500000 Penalty: 4904.205078
	Iteration 11F: 3 clusters Score -4058598 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4059191.750000 Penalty: 4904.205078
	Iteration 12Q: 3 clusters Score -4059192 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -4059673.000000 Penalty: 4904.205078
	Iteration 13Q: 3 clusters Score -4059673 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4060085.750000 Penalty: 4904.205078
	Iteration 14Q: 3 clusters Score -4060086 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4060377.500000 Penalty: 4904.205078
	Iteration 15Q: 3 clusters Score -4060378 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4060593.500000 Penalty: 4904.205078
	Iteration 16Q: 3 clusters Score -4060594 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4060771.750000 Penalty: 4904.205078
	Iteration 17Q: 3 clusters Score -4060772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4060893.250000 Penalty: 4904.205078
	Iteration 18Q: 3 clusters Score -4060893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4060965.500000 Penalty: 4904.205078
	Iteration 19Q: 3 clusters Score -4060966 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4061021.250000 Penalty: 4904.205078
	Iteration 20F: 3 clusters Score -4061021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4061055.000000 Penalty: 4904.205078
	Iteration 21Q: 3 clusters Score -4061055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -4061069.750000 Penalty: 4904.205078
	Iteration 22Q: 3 clusters Score -4061070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4061103.500000 Penalty: 4904.205078
	Iteration 23Q: 3 clusters Score -4061104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4061123.750000 Penalty: 4904.205078
	Iteration 24Q: 3 clusters Score -4061124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4061137.250000 Penalty: 4904.205078
	Iteration 25Q: 3 clusters Score -4061137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4061142.500000 Penalty: 4904.205078
	Iteration 26Q: 3 clusters Score -4061142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4061149.750000 Penalty: 4904.205078
	Iteration 27Q: 3 clusters Score -4061150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -4061158.500000 Penalty: 4904.205078
	Iteration 28Q: 3 clusters Score -4061158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4061159.500000 Penalty: 4904.205078
	Iteration 29Q: 3 clusters Score -4061160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4061160.250000 Penalty: 4904.205078
	Iteration 30Q: 3 clusters Score -4061160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4061157.000000 Penalty: 4904.205078
	Iteration 31Q: 3 clusters Score -4061157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4061162.500000 Penalty: 4904.205078
	Iteration 32Q: 3 clusters Score -4061162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4061164.500000 Penalty: 4904.205078
	Iteration 33Q: 3 clusters Score -4061164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4061168.250000 Penalty: 4904.205078
	Iteration 34Q: 3 clusters Score -4061168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4061166.750000 Penalty: 4904.205078
	Iteration 35Q: 3 clusters Score -4061167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -4061172.250000 Penalty: 4904.205078
	Iteration 36Q: 3 clusters Score -4061172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4061174.250000 Penalty: 4904.205078
	Iteration 37Q: 3 clusters Score -4061174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4061177.500000 Penalty: 4904.205078
	Iteration 38Q: 3 clusters Score -4061178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -4061179.750000 Penalty: 4904.205078
	Iteration 39Q: 3 clusters Score -4061180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -4061185.750000 Penalty: 4904.205078
	Iteration 40F: 3 clusters Score -4061186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4061187.000000 Penalty: 4904.205078
	Iteration 41Q: 3 clusters Score -4061187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4061188.500000 Penalty: 4904.205078
	Iteration 42Q: 3 clusters Score -4061188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -4061202.000000 Penalty: 4904.205078
	Iteration 43Q: 3 clusters Score -4061202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4061200.500000 Penalty: 4904.205078
	Iteration 44Q: 3 clusters Score -4061200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4061201.250000 Penalty: 4904.205078
	Iteration 45Q: 3 clusters Score -4061201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4061201.250000 Penalty: 4904.205078
	Iteration 46F: 3 clusters Score -4061201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Entering Unmasked Estep 
Score: -4038708.500000 Penalty: 2450.788818
	Iteration 0F: 2 clusters Score -4038708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4026465.250000 Penalty: 4901.577637
	Iteration 0F: 3 clusters Score -4026465 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4031020.000000 Penalty: 4901.577637
	Iteration 1F: 3 clusters Score -4031020 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -4031395.000000 Penalty: 4901.577637
	Iteration 2F: 3 clusters Score -4031395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4031694.750000 Penalty: 4901.577637
	Iteration 3Q: 3 clusters Score -4031695 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4031924.500000 Penalty: 4901.577637
	Iteration 4Q: 3 clusters Score -4031924 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4032094.500000 Penalty: 4901.577637
	Iteration 5Q: 3 clusters Score -4032094 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4032231.750000 Penalty: 4901.577637
	Iteration 6Q: 3 clusters Score -4032232 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4032365.750000 Penalty: 4901.577637
	Iteration 7Q: 3 clusters Score -4032366 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4032468.000000 Penalty: 4901.577637
	Iteration 8Q: 3 clusters Score -4032468 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4032532.500000 Penalty: 4901.577637
	Iteration 9Q: 3 clusters Score -4032532 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4032600.750000 Penalty: 4901.577637
	Iteration 10Q: 3 clusters Score -4032601 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4032682.250000 Penalty: 4901.577637
	Iteration 11Q: 3 clusters Score -4032682 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -4032957.750000 Penalty: 4901.577637
	Iteration 12Q: 3 clusters Score -4032958 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4033247.250000 Penalty: 4901.577637
	Iteration 13Q: 3 clusters Score -4033247 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4033862.500000 Penalty: 4901.577637
	Iteration 14Q: 3 clusters Score -4033862 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4034402.000000 Penalty: 4901.577637
	Iteration 15Q: 3 clusters Score -4034402 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -4035015.000000 Penalty: 4901.577637
	Iteration 16Q: 3 clusters Score -4035015 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -4035512.250000 Penalty: 4901.577637
	Iteration 17Q: 3 clusters Score -4035512 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4035847.750000 Penalty: 4901.577637
	Iteration 18Q: 3 clusters Score -4035848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4036013.750000 Penalty: 4901.577637
	Iteration 19Q: 3 clusters Score -4036014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4036141.000000 Penalty: 4901.577637
	Iteration 20F: 3 clusters Score -4036141 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4036236.000000 Penalty: 4901.577637
	Iteration 21Q: 3 clusters Score -4036236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4036287.750000 Penalty: 4901.577637
	Iteration 22Q: 3 clusters Score -4036288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4036333.500000 Penalty: 4901.577637
	Iteration 23Q: 3 clusters Score -4036334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -4036367.250000 Penalty: 4901.577637
	Iteration 24Q: 3 clusters Score -4036367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4036397.500000 Penalty: 4901.577637
	Iteration 25Q: 3 clusters Score -4036398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4036420.250000 Penalty: 4901.577637
	Iteration 26Q: 3 clusters Score -4036420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -4036426.250000 Penalty: 4901.577637
	Iteration 27Q: 3 clusters Score -4036426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4036449.500000 Penalty: 4901.577637
	Iteration 28Q: 3 clusters Score -4036450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4036475.750000 Penalty: 4901.577637
	Iteration 29Q: 3 clusters Score -4036476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4036493.750000 Penalty: 4901.577637
	Iteration 30Q: 3 clusters Score -4036494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -4036514.250000 Penalty: 4901.577637
	Iteration 31Q: 3 clusters Score -4036514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4036531.250000 Penalty: 4901.577637
	Iteration 32Q: 3 clusters Score -4036531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4036554.000000 Penalty: 4901.577637
	Iteration 33Q: 3 clusters Score -4036554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4036576.500000 Penalty: 4901.577637
	Iteration 34Q: 3 clusters Score -4036576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4036592.000000 Penalty: 4901.577637
	Iteration 35Q: 3 clusters Score -4036592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4036611.500000 Penalty: 4901.577637
	Iteration 36Q: 3 clusters Score -4036612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4036614.000000 Penalty: 4901.577637
	Iteration 37Q: 3 clusters Score -4036614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4036627.000000 Penalty: 4901.577637
	Iteration 38Q: 3 clusters Score -4036627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4036646.500000 Penalty: 4901.577637
	Iteration 39Q: 3 clusters Score -4036646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4036649.500000 Penalty: 4901.577637
	Iteration 40F: 3 clusters Score -4036650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4036646.250000 Penalty: 4901.577637
	Iteration 41Q: 3 clusters Score -4036646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4036645.750000 Penalty: 4901.577637
	Iteration 42Q: 3 clusters Score -4036646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -4036660.000000 Penalty: 4901.577637
	Iteration 43Q: 3 clusters Score -4036660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4036653.500000 Penalty: 4901.577637
	Iteration 44Q: 3 clusters Score -4036654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4036661.500000 Penalty: 4901.577637
	Iteration 45Q: 3 clusters Score -4036662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4036671.500000 Penalty: 4901.577637
	Iteration 46Q: 3 clusters Score -4036672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4036669.500000 Penalty: 4901.577637
	Iteration 47Q: 3 clusters Score -4036670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4036665.750000 Penalty: 4901.577637
	Iteration 48Q: 3 clusters Score -4036666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4036687.000000 Penalty: 4901.577637
	Iteration 49Q: 3 clusters Score -4036687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -4036687.250000 Penalty: 4901.577637
	Iteration 50Q: 3 clusters Score -4036687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4036686.750000 Penalty: 4901.577637
	Iteration 51Q: 3 clusters Score -4036687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4036680.500000 Penalty: 4901.577637
	Iteration 52Q: 3 clusters Score -4036680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4036677.250000 Penalty: 4901.577637
	Iteration 53Q: 3 clusters Score -4036677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4036680.750000 Penalty: 4901.577637
	Iteration 54Q: 3 clusters Score -4036681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4036679.750000 Penalty: 4901.577637
	Iteration 55Q: 3 clusters Score -4036680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -4036669.750000 Penalty: 4901.577637
	Iteration 56Q: 3 clusters Score -4036670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4036667.750000 Penalty: 4901.577637
	Iteration 57Q: 3 clusters Score -4036668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4036666.500000 Penalty: 4901.577637
	Iteration 58Q: 3 clusters Score -4036666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4036670.500000 Penalty: 4901.577637
	Iteration 59Q: 3 clusters Score -4036670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -4036678.000000 Penalty: 4901.577637
	Iteration 60F: 3 clusters Score -4036678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4036681.000000 Penalty: 4901.577637
	Iteration 61Q: 3 clusters Score -4036681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4036680.000000 Penalty: 4901.577637
	Iteration 62Q: 3 clusters Score -4036680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4036683.250000 Penalty: 4901.577637
	Iteration 63Q: 3 clusters Score -4036683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4036693.000000 Penalty: 4901.577637
	Iteration 64Q: 3 clusters Score -4036693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4036673.500000 Penalty: 4901.577637
	Iteration 65Q: 3 clusters Score -4036674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4036679.000000 Penalty: 4901.577637
	Iteration 66Q: 3 clusters Score -4036679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4036671.500000 Penalty: 4901.577637
	Iteration 67Q: 3 clusters Score -4036672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4036665.500000 Penalty: 4901.577637
	Iteration 68Q: 3 clusters Score -4036666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4036642.000000 Penalty: 4901.577637
	Iteration 69Q: 3 clusters Score -4036642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4036659.250000 Penalty: 4901.577637
	Iteration 70Q: 3 clusters Score -4036659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4036664.250000 Penalty: 4901.577637
	Iteration 71Q: 3 clusters Score -4036664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4036671.750000 Penalty: 4901.577637
	Iteration 72Q: 3 clusters Score -4036672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4036674.250000 Penalty: 4901.577637
	Iteration 73Q: 3 clusters Score -4036674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4036690.750000 Penalty: 4901.577637
	Iteration 74Q: 3 clusters Score -4036691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -4036675.000000 Penalty: 4901.577637
	Iteration 75Q: 3 clusters Score -4036675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4036685.250000 Penalty: 4901.577637
	Iteration 76Q: 3 clusters Score -4036685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4036694.750000 Penalty: 4901.577637
	Iteration 77Q: 3 clusters Score -4036695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4036692.500000 Penalty: 4901.577637
	Iteration 78Q: 3 clusters Score -4036692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4036698.500000 Penalty: 4901.577637
	Iteration 79Q: 3 clusters Score -4036698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -4036706.500000 Penalty: 4901.577637
	Iteration 80F: 3 clusters Score -4036706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4036701.500000 Penalty: 4901.577637
	Iteration 81Q: 3 clusters Score -4036702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4036712.750000 Penalty: 4901.577637
	Iteration 82Q: 3 clusters Score -4036713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4036720.750000 Penalty: 4901.577637
	Iteration 83Q: 3 clusters Score -4036721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036717.000000 Penalty: 4901.577637
	Iteration 84Q: 3 clusters Score -4036717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4036729.250000 Penalty: 4901.577637
	Iteration 85Q: 3 clusters Score -4036729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036725.500000 Penalty: 4901.577637
	Iteration 86Q: 3 clusters Score -4036726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036731.000000 Penalty: 4901.577637
	Iteration 87Q: 3 clusters Score -4036731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036734.000000 Penalty: 4901.577637
	Iteration 88Q: 3 clusters Score -4036734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4036733.750000 Penalty: 4901.577637
	Iteration 89Q: 3 clusters Score -4036734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036735.000000 Penalty: 4901.577637
	Iteration 90Q: 3 clusters Score -4036735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4036730.750000 Penalty: 4901.577637
	Iteration 91Q: 3 clusters Score -4036731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036734.250000 Penalty: 4901.577637
	Iteration 92Q: 3 clusters Score -4036734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036732.000000 Penalty: 4901.577637
	Iteration 93Q: 3 clusters Score -4036732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4036723.000000 Penalty: 4901.577637
	Iteration 94Q: 3 clusters Score -4036723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4036725.500000 Penalty: 4901.577637
	Iteration 95Q: 3 clusters Score -4036726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036731.250000 Penalty: 4901.577637
	Iteration 96Q: 3 clusters Score -4036731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036727.000000 Penalty: 4901.577637
	Iteration 97Q: 3 clusters Score -4036727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036730.750000 Penalty: 4901.577637
	Iteration 98Q: 3 clusters Score -4036731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4036730.000000 Penalty: 4901.577637
	Iteration 99Q: 3 clusters Score -4036730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -4036733.250000 Penalty: 4901.577637
	Iteration 100F: 3 clusters Score -4036733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036737.500000 Penalty: 4901.577637
	Iteration 101Q: 3 clusters Score -4036738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4036738.000000 Penalty: 4901.577637
	Iteration 102Q: 3 clusters Score -4036738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4036738.000000 Penalty: 4901.577637
	Iteration 103Q: 3 clusters Score -4036738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4036734.500000 Penalty: 4901.577637
	Iteration 104Q: 3 clusters Score -4036734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -4036734.500000 Penalty: 4901.577637
	Iteration 105F: 3 clusters Score -4036734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Entering Unmasked Estep 
Score: -5859656.000000 Penalty: 2566.902832
	Iteration 0F: 2 clusters Score -5859656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5838617.500000 Penalty: 5133.805664
	Iteration 0F: 3 clusters Score -5838618 nChanged 14102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -5846292.000000 Penalty: 5133.805664
	Iteration 1F: 3 clusters Score -5846292 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -5846720.500000 Penalty: 5133.805664
	Iteration 2Q: 3 clusters Score -5846720 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -5847209.000000 Penalty: 5133.805664
	Iteration 3Q: 3 clusters Score -5847209 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5847700.000000 Penalty: 5133.805664
	Iteration 4Q: 3 clusters Score -5847700 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -5848378.000000 Penalty: 5133.805664
	Iteration 5Q: 3 clusters Score -5848378 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5849437.000000 Penalty: 5133.805664
	Iteration 6F: 3 clusters Score -5849437 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5851065.500000 Penalty: 5133.805664
	Iteration 7F: 3 clusters Score -5851066 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5853068.000000 Penalty: 5133.805664
	Iteration 8F: 3 clusters Score -5853068 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -5855011.000000 Penalty: 5133.805664
	Iteration 9F: 3 clusters Score -5855011 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5856294.500000 Penalty: 5133.805664
	Iteration 10Q: 3 clusters Score -5856294 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -5856907.500000 Penalty: 5133.805664
	Iteration 11Q: 3 clusters Score -5856908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -5857174.500000 Penalty: 5133.805664
	Iteration 12Q: 3 clusters Score -5857174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5857284.000000 Penalty: 5133.805664
	Iteration 13Q: 3 clusters Score -5857284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5857317.000000 Penalty: 5133.805664
	Iteration 14Q: 3 clusters Score -5857317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -5857355.000000 Penalty: 5133.805664
	Iteration 15Q: 3 clusters Score -5857355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -5857360.000000 Penalty: 5133.805664
	Iteration 16Q: 3 clusters Score -5857360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -5857372.500000 Penalty: 5133.805664
	Iteration 17Q: 3 clusters Score -5857372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5857379.500000 Penalty: 5133.805664
	Iteration 18Q: 3 clusters Score -5857380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5857384.000000 Penalty: 5133.805664
	Iteration 19Q: 3 clusters Score -5857384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5857402.000000 Penalty: 5133.805664
	Iteration 20F: 3 clusters Score -5857402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -5857408.500000 Penalty: 5133.805664
	Iteration 21Q: 3 clusters Score -5857408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -5857417.000000 Penalty: 5133.805664
	Iteration 22Q: 3 clusters Score -5857417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5857414.000000 Penalty: 5133.805664
	Iteration 23Q: 3 clusters Score -5857414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5857414.000000 Penalty: 5133.805664
	Iteration 24F: 3 clusters Score -5857414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Entering Unmasked Estep 
Score: -5607740.000000 Penalty: 2547.218506
	Iteration 0F: 2 clusters Score -5607740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -5588758.000000 Penalty: 5094.437012
	Iteration 0F: 3 clusters Score -5588758 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -5595815.500000 Penalty: 5094.437012
	Iteration 1F: 3 clusters Score -5595816 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -5596214.500000 Penalty: 5094.437012
	Iteration 2Q: 3 clusters Score -5596214 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -5596587.000000 Penalty: 5094.437012
	Iteration 3Q: 3 clusters Score -5596587 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5596941.000000 Penalty: 5094.437012
	Iteration 4Q: 3 clusters Score -5596941 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -5597289.000000 Penalty: 5094.437012
	Iteration 5Q: 3 clusters Score -5597289 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -5597758.500000 Penalty: 5094.437012
	Iteration 6Q: 3 clusters Score -5597758 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -5598302.500000 Penalty: 5094.437012
	Iteration 7Q: 3 clusters Score -5598302 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5598936.500000 Penalty: 5094.437012
	Iteration 8Q: 3 clusters Score -5598936 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -5599711.500000 Penalty: 5094.437012
	Iteration 9Q: 3 clusters Score -5599712 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5600588.500000 Penalty: 5094.437012
	Iteration 10Q: 3 clusters Score -5600588 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5601427.500000 Penalty: 5094.437012
	Iteration 11Q: 3 clusters Score -5601428 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5602134.000000 Penalty: 5094.437012
	Iteration 12Q: 3 clusters Score -5602134 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5602698.500000 Penalty: 5094.437012
	Iteration 13Q: 3 clusters Score -5602698 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -5602974.500000 Penalty: 5094.437012
	Iteration 14Q: 3 clusters Score -5602974 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5603068.500000 Penalty: 5094.437012
	Iteration 15Q: 3 clusters Score -5603068 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -5603139.000000 Penalty: 5094.437012
	Iteration 16Q: 3 clusters Score -5603139 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -5603192.500000 Penalty: 5094.437012
	Iteration 17Q: 3 clusters Score -5603192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -5603253.500000 Penalty: 5094.437012
	Iteration 18Q: 3 clusters Score -5603254 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5603242.500000 Penalty: 5094.437012
	Iteration 19Q: 3 clusters Score -5603242 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5603255.000000 Penalty: 5094.437012
	Iteration 20F: 3 clusters Score -5603255 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -5603266.000000 Penalty: 5094.437012
	Iteration 21Q: 3 clusters Score -5603266 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -5603304.000000 Penalty: 5094.437012
	Iteration 22Q: 3 clusters Score -5603304 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5603346.000000 Penalty: 5094.437012
	Iteration 23Q: 3 clusters Score -5603346 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -5603402.500000 Penalty: 5094.437012
	Iteration 24Q: 3 clusters Score -5603402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -5603448.500000 Penalty: 5094.437012
	Iteration 25Q: 3 clusters Score -5603448 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5603490.500000 Penalty: 5094.437012
	Iteration 26Q: 3 clusters Score -5603490 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -5603510.500000 Penalty: 5094.437012
	Iteration 27Q: 3 clusters Score -5603510 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5603563.500000 Penalty: 5094.437012
	Iteration 28Q: 3 clusters Score -5603564 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -5603624.000000 Penalty: 5094.437012
	Iteration 29Q: 3 clusters Score -5603624 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -5603728.500000 Penalty: 5094.437012
	Iteration 30Q: 3 clusters Score -5603728 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5603806.500000 Penalty: 5094.437012
	Iteration 31Q: 3 clusters Score -5603806 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5603832.500000 Penalty: 5094.437012
	Iteration 32Q: 3 clusters Score -5603832 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5603875.000000 Penalty: 5094.437012
	Iteration 33Q: 3 clusters Score -5603875 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -5603934.500000 Penalty: 5094.437012
	Iteration 34Q: 3 clusters Score -5603934 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -5603960.500000 Penalty: 5094.437012
	Iteration 35Q: 3 clusters Score -5603960 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5603987.500000 Penalty: 5094.437012
	Iteration 36Q: 3 clusters Score -5603988 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -5603988.500000 Penalty: 5094.437012
	Iteration 37Q: 3 clusters Score -5603988 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5603999.000000 Penalty: 5094.437012
	Iteration 38Q: 3 clusters Score -5603999 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5604010.000000 Penalty: 5094.437012
	Iteration 39Q: 3 clusters Score -5604010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -5604114.000000 Penalty: 5094.437012
	Iteration 40F: 3 clusters Score -5604114 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -5604119.500000 Penalty: 5094.437012
	Iteration 41Q: 3 clusters Score -5604120 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -5604147.500000 Penalty: 5094.437012
	Iteration 42Q: 3 clusters Score -5604148 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -5604174.500000 Penalty: 5094.437012
	Iteration 43Q: 3 clusters Score -5604174 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5604205.000000 Penalty: 5094.437012
	Iteration 44Q: 3 clusters Score -5604205 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -5604234.000000 Penalty: 5094.437012
	Iteration 45Q: 3 clusters Score -5604234 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -5604206.500000 Penalty: 5094.437012
	Iteration 46Q: 3 clusters Score -5604206 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -5604224.500000 Penalty: 5094.437012
	Iteration 47Q: 3 clusters Score -5604224 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -5604237.000000 Penalty: 5094.437012
	Iteration 48Q: 3 clusters Score -5604237 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5604217.000000 Penalty: 5094.437012
	Iteration 49Q: 3 clusters Score -5604217 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -5604239.000000 Penalty: 5094.437012
	Iteration 50Q: 3 clusters Score -5604239 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -5604254.500000 Penalty: 5094.437012
	Iteration 51Q: 3 clusters Score -5604254 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -5604276.500000 Penalty: 5094.437012
	Iteration 52Q: 3 clusters Score -5604276 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5604308.500000 Penalty: 5094.437012
	Iteration 53Q: 3 clusters Score -5604308 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5604370.500000 Penalty: 5094.437012
	Iteration 54Q: 3 clusters Score -5604370 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -5604390.000000 Penalty: 5094.437012
	Iteration 55Q: 3 clusters Score -5604390 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -5604509.500000 Penalty: 5094.437012
	Iteration 56Q: 3 clusters Score -5604510 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -5604654.500000 Penalty: 5094.437012
	Iteration 57Q: 3 clusters Score -5604654 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5604743.500000 Penalty: 5094.437012
	Iteration 58Q: 3 clusters Score -5604744 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5604831.500000 Penalty: 5094.437012
	Iteration 59Q: 3 clusters Score -5604832 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -5604933.500000 Penalty: 5094.437012
	Iteration 60F: 3 clusters Score -5604934 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -5605021.000000 Penalty: 5094.437012
	Iteration 61Q: 3 clusters Score -5605021 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5605072.000000 Penalty: 5094.437012
	Iteration 62Q: 3 clusters Score -5605072 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -5605125.000000 Penalty: 5094.437012
	Iteration 63Q: 3 clusters Score -5605125 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -5605182.000000 Penalty: 5094.437012
	Iteration 64Q: 3 clusters Score -5605182 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5605193.000000 Penalty: 5094.437012
	Iteration 65Q: 3 clusters Score -5605193 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5605236.500000 Penalty: 5094.437012
	Iteration 66Q: 3 clusters Score -5605236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5605269.000000 Penalty: 5094.437012
	Iteration 67Q: 3 clusters Score -5605269 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -5605311.000000 Penalty: 5094.437012
	Iteration 68Q: 3 clusters Score -5605311 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -5605349.000000 Penalty: 5094.437012
	Iteration 69Q: 3 clusters Score -5605349 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -5605404.500000 Penalty: 5094.437012
	Iteration 70Q: 3 clusters Score -5605404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5605423.000000 Penalty: 5094.437012
	Iteration 71Q: 3 clusters Score -5605423 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5605441.000000 Penalty: 5094.437012
	Iteration 72Q: 3 clusters Score -5605441 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5605445.500000 Penalty: 5094.437012
	Iteration 73Q: 3 clusters Score -5605446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5605461.500000 Penalty: 5094.437012
	Iteration 74Q: 3 clusters Score -5605462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5605482.000000 Penalty: 5094.437012
	Iteration 75Q: 3 clusters Score -5605482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5605501.000000 Penalty: 5094.437012
	Iteration 76Q: 3 clusters Score -5605501 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5605516.000000 Penalty: 5094.437012
	Iteration 77Q: 3 clusters Score -5605516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5605515.000000 Penalty: 5094.437012
	Iteration 78Q: 3 clusters Score -5605515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5605519.500000 Penalty: 5094.437012
	Iteration 79Q: 3 clusters Score -5605520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5605539.500000 Penalty: 5094.437012
	Iteration 80F: 3 clusters Score -5605540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5605566.000000 Penalty: 5094.437012
	Iteration 81Q: 3 clusters Score -5605566 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5605562.500000 Penalty: 5094.437012
	Iteration 82Q: 3 clusters Score -5605562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5605563.000000 Penalty: 5094.437012
	Iteration 83Q: 3 clusters Score -5605563 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5605575.000000 Penalty: 5094.437012
	Iteration 84Q: 3 clusters Score -5605575 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5605571.500000 Penalty: 5094.437012
	Iteration 85Q: 3 clusters Score -5605572 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5605565.000000 Penalty: 5094.437012
	Iteration 86Q: 3 clusters Score -5605565 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5605568.500000 Penalty: 5094.437012
	Iteration 87Q: 3 clusters Score -5605568 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5605573.000000 Penalty: 5094.437012
	Iteration 88Q: 3 clusters Score -5605573 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5605573.500000 Penalty: 5094.437012
	Iteration 89Q: 3 clusters Score -5605574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5605553.000000 Penalty: 5094.437012
	Iteration 90Q: 3 clusters Score -5605553 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -5605554.500000 Penalty: 5094.437012
	Iteration 91Q: 3 clusters Score -5605554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5605562.000000 Penalty: 5094.437012
	Iteration 92Q: 3 clusters Score -5605562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5605574.000000 Penalty: 5094.437012
	Iteration 93Q: 3 clusters Score -5605574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5605575.500000 Penalty: 5094.437012
	Iteration 94Q: 3 clusters Score -5605576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5605588.000000 Penalty: 5094.437012
	Iteration 95Q: 3 clusters Score -5605588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5605590.500000 Penalty: 5094.437012
	Iteration 96Q: 3 clusters Score -5605590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5605597.000000 Penalty: 5094.437012
	Iteration 97Q: 3 clusters Score -5605597 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5605618.500000 Penalty: 5094.437012
	Iteration 98Q: 3 clusters Score -5605618 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5605625.500000 Penalty: 5094.437012
	Iteration 99Q: 3 clusters Score -5605626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5605624.000000 Penalty: 5094.437012
	Iteration 100F: 3 clusters Score -5605624 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5605629.500000 Penalty: 5094.437012
	Iteration 101Q: 3 clusters Score -5605630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5605635.000000 Penalty: 5094.437012
	Iteration 102Q: 3 clusters Score -5605635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5605645.500000 Penalty: 5094.437012
	Iteration 103Q: 3 clusters Score -5605646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5605650.000000 Penalty: 5094.437012
	Iteration 104Q: 3 clusters Score -5605650 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5605642.500000 Penalty: 5094.437012
	Iteration 105Q: 3 clusters Score -5605642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5605650.000000 Penalty: 5094.437012
	Iteration 106Q: 3 clusters Score -5605650 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5605664.000000 Penalty: 5094.437012
	Iteration 107Q: 3 clusters Score -5605664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5605677.000000 Penalty: 5094.437012
	Iteration 108Q: 3 clusters Score -5605677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5605673.000000 Penalty: 5094.437012
	Iteration 109Q: 3 clusters Score -5605673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5605666.000000 Penalty: 5094.437012
	Iteration 110Q: 3 clusters Score -5605666 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5605676.000000 Penalty: 5094.437012
	Iteration 111Q: 3 clusters Score -5605676 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5605687.000000 Penalty: 5094.437012
	Iteration 112Q: 3 clusters Score -5605687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5605691.500000 Penalty: 5094.437012
	Iteration 113Q: 3 clusters Score -5605692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5605695.000000 Penalty: 5094.437012
	Iteration 114Q: 3 clusters Score -5605695 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5605694.000000 Penalty: 5094.437012
	Iteration 115Q: 3 clusters Score -5605694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5605696.000000 Penalty: 5094.437012
	Iteration 116Q: 3 clusters Score -5605696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5605688.000000 Penalty: 5094.437012
	Iteration 117Q: 3 clusters Score -5605688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5605688.000000 Penalty: 5094.437012
	Iteration 118F: 3 clusters Score -5605688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Entering Unmasked Estep 
Score: -5548893.000000 Penalty: 2545.356934
	Iteration 0F: 2 clusters Score -5548893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5529989.500000 Penalty: 5090.713867
	Iteration 0F: 3 clusters Score -5529990 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -5537001.000000 Penalty: 5090.713867
	Iteration 1F: 3 clusters Score -5537001 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5537521.500000 Penalty: 5090.713867
	Iteration 2F: 3 clusters Score -5537522 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -5538007.000000 Penalty: 5090.713867
	Iteration 3Q: 3 clusters Score -5538007 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -5538518.000000 Penalty: 5090.713867
	Iteration 4Q: 3 clusters Score -5538518 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5539109.500000 Penalty: 5090.713867
	Iteration 5Q: 3 clusters Score -5539110 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5539949.000000 Penalty: 5090.713867
	Iteration 6F: 3 clusters Score -5539949 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5541010.500000 Penalty: 5090.713867
	Iteration 7F: 3 clusters Score -5541010 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5542300.500000 Penalty: 5090.713867
	Iteration 8F: 3 clusters Score -5542300 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -5543595.000000 Penalty: 5090.713867
	Iteration 9F: 3 clusters Score -5543595 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -5544678.000000 Penalty: 5090.713867
	Iteration 10Q: 3 clusters Score -5544678 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -5545479.500000 Penalty: 5090.713867
	Iteration 11Q: 3 clusters Score -5545480 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -5546023.500000 Penalty: 5090.713867
	Iteration 12Q: 3 clusters Score -5546024 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -5546340.500000 Penalty: 5090.713867
	Iteration 13Q: 3 clusters Score -5546340 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5546501.500000 Penalty: 5090.713867
	Iteration 14Q: 3 clusters Score -5546502 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -5546681.500000 Penalty: 5090.713867
	Iteration 15Q: 3 clusters Score -5546682 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -5546778.500000 Penalty: 5090.713867
	Iteration 16Q: 3 clusters Score -5546778 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -5546843.500000 Penalty: 5090.713867
	Iteration 17Q: 3 clusters Score -5546844 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5546871.500000 Penalty: 5090.713867
	Iteration 18Q: 3 clusters Score -5546872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -5546894.500000 Penalty: 5090.713867
	Iteration 19Q: 3 clusters Score -5546894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5546926.500000 Penalty: 5090.713867
	Iteration 20F: 3 clusters Score -5546926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -5546929.500000 Penalty: 5090.713867
	Iteration 21Q: 3 clusters Score -5546930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -5546949.500000 Penalty: 5090.713867
	Iteration 22Q: 3 clusters Score -5546950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -5546976.000000 Penalty: 5090.713867
	Iteration 23Q: 3 clusters Score -5546976 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5546991.500000 Penalty: 5090.713867
	Iteration 24Q: 3 clusters Score -5546992 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -5547001.500000 Penalty: 5090.713867
	Iteration 25Q: 3 clusters Score -5547002 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5547001.000000 Penalty: 5090.713867
	Iteration 26Q: 3 clusters Score -5547001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5547007.500000 Penalty: 5090.713867
	Iteration 27Q: 3 clusters Score -5547008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -5547014.000000 Penalty: 5090.713867
	Iteration 28Q: 3 clusters Score -5547014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -5547028.500000 Penalty: 5090.713867
	Iteration 29Q: 3 clusters Score -5547028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -5547041.000000 Penalty: 5090.713867
	Iteration 30Q: 3 clusters Score -5547041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5547046.000000 Penalty: 5090.713867
	Iteration 31Q: 3 clusters Score -5547046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -5547045.000000 Penalty: 5090.713867
	Iteration 32Q: 3 clusters Score -5547045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5547043.000000 Penalty: 5090.713867
	Iteration 33Q: 3 clusters Score -5547043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -5547038.500000 Penalty: 5090.713867
	Iteration 34Q: 3 clusters Score -5547038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5547041.500000 Penalty: 5090.713867
	Iteration 35Q: 3 clusters Score -5547042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -5547042.500000 Penalty: 5090.713867
	Iteration 36Q: 3 clusters Score -5547042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5547052.000000 Penalty: 5090.713867
	Iteration 37Q: 3 clusters Score -5547052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -5547056.500000 Penalty: 5090.713867
	Iteration 38Q: 3 clusters Score -5547056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5547056.000000 Penalty: 5090.713867
	Iteration 39Q: 3 clusters Score -5547056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5547063.500000 Penalty: 5090.713867
	Iteration 40F: 3 clusters Score -5547064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5547073.500000 Penalty: 5090.713867
	Iteration 41Q: 3 clusters Score -5547074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5547088.500000 Penalty: 5090.713867
	Iteration 42Q: 3 clusters Score -5547088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -5547079.500000 Penalty: 5090.713867
	Iteration 43Q: 3 clusters Score -5547080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5547077.000000 Penalty: 5090.713867
	Iteration 44Q: 3 clusters Score -5547077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -5547072.500000 Penalty: 5090.713867
	Iteration 45Q: 3 clusters Score -5547072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -5547075.500000 Penalty: 5090.713867
	Iteration 46Q: 3 clusters Score -5547076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -5547083.500000 Penalty: 5090.713867
	Iteration 47Q: 3 clusters Score -5547084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -5547092.000000 Penalty: 5090.713867
	Iteration 48Q: 3 clusters Score -5547092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5547092.000000 Penalty: 5090.713867
	Iteration 49Q: 3 clusters Score -5547092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5547100.000000 Penalty: 5090.713867
	Iteration 50Q: 3 clusters Score -5547100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -5547101.500000 Penalty: 5090.713867
	Iteration 51Q: 3 clusters Score -5547102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -5547099.000000 Penalty: 5090.713867
	Iteration 52Q: 3 clusters Score -5547099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5547103.500000 Penalty: 5090.713867
	Iteration 53Q: 3 clusters Score -5547104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -5547100.500000 Penalty: 5090.713867
	Iteration 54Q: 3 clusters Score -5547100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -5547103.000000 Penalty: 5090.713867
	Iteration 55Q: 3 clusters Score -5547103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -5547103.500000 Penalty: 5090.713867
	Iteration 56Q: 3 clusters Score -5547104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -5547106.000000 Penalty: 5090.713867
	Iteration 57Q: 3 clusters Score -5547106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -5547100.500000 Penalty: 5090.713867
	Iteration 58Q: 3 clusters Score -5547100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -5547097.500000 Penalty: 5090.713867
	Iteration 59Q: 3 clusters Score -5547098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5547099.000000 Penalty: 5090.713867
	Iteration 60F: 3 clusters Score -5547099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5547101.000000 Penalty: 5090.713867
	Iteration 61Q: 3 clusters Score -5547101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5547100.000000 Penalty: 5090.713867
	Iteration 62Q: 3 clusters Score -5547100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -5547105.500000 Penalty: 5090.713867
	Iteration 63Q: 3 clusters Score -5547106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5547104.000000 Penalty: 5090.713867
	Iteration 64Q: 3 clusters Score -5547104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5547099.000000 Penalty: 5090.713867
	Iteration 65Q: 3 clusters Score -5547099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5547106.500000 Penalty: 5090.713867
	Iteration 66Q: 3 clusters Score -5547106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -5547111.000000 Penalty: 5090.713867
	Iteration 67Q: 3 clusters Score -5547111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5547105.000000 Penalty: 5090.713867
	Iteration 68Q: 3 clusters Score -5547105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5547103.000000 Penalty: 5090.713867
	Iteration 69Q: 3 clusters Score -5547103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -5547105.000000 Penalty: 5090.713867
	Iteration 70Q: 3 clusters Score -5547105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -5547108.000000 Penalty: 5090.713867
	Iteration 71Q: 3 clusters Score -5547108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -5547101.000000 Penalty: 5090.713867
	Iteration 72Q: 3 clusters Score -5547101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5547103.000000 Penalty: 5090.713867
	Iteration 73Q: 3 clusters Score -5547103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -5547103.000000 Penalty: 5090.713867
	Iteration 74F: 3 clusters Score -5547103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91444.617188 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91444.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -91657.476562 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91657.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -91735.156250 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91735.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -91774.984375 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91774.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -91839.218750 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91839.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -91896.562500 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91896.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -91943.828125 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91943.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91961.031250 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91961.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91978.062500 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -91978.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -91989.007812 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -91989.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91995.875000 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -91995.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -92003.093750 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -92003.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -92008.679688 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -92008.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -92016.679688 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -92016.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -92019.726562 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -92019.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -92026.093750 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -92026.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -92030.062500 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -92030.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -92032.648438 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -92032.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -92038.367188 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -92038.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -92038.367188 Penalty: 3099.029297
	Iteration 19F: 3 clusters Score -92038.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Entering Unmasked Estep 
Score: -5537059.500000 Penalty: 2553.559326
	Iteration 0F: 2 clusters Score -5537060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5517037.500000 Penalty: 5107.118652
	Iteration 0F: 3 clusters Score -5517038 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5524302.000000 Penalty: 5107.118652
	Iteration 1F: 3 clusters Score -5524302 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -5524715.000000 Penalty: 5107.118652
	Iteration 2Q: 3 clusters Score -5524715 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5525059.500000 Penalty: 5107.118652
	Iteration 3Q: 3 clusters Score -5525060 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5525414.000000 Penalty: 5107.118652
	Iteration 4Q: 3 clusters Score -5525414 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -5525755.000000 Penalty: 5107.118652
	Iteration 5Q: 3 clusters Score -5525755 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -5526218.000000 Penalty: 5107.118652
	Iteration 6Q: 3 clusters Score -5526218 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -5526874.500000 Penalty: 5107.118652
	Iteration 7Q: 3 clusters Score -5526874 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -5527740.500000 Penalty: 5107.118652
	Iteration 8F: 3 clusters Score -5527740 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -5529062.500000 Penalty: 5107.118652
	Iteration 9F: 3 clusters Score -5529062 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5530583.500000 Penalty: 5107.118652
	Iteration 10F: 3 clusters Score -5530584 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5531909.500000 Penalty: 5107.118652
	Iteration 11F: 3 clusters Score -5531910 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5532909.500000 Penalty: 5107.118652
	Iteration 12Q: 3 clusters Score -5532910 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -5533614.000000 Penalty: 5107.118652
	Iteration 13Q: 3 clusters Score -5533614 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5534110.000000 Penalty: 5107.118652
	Iteration 14Q: 3 clusters Score -5534110 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5534412.500000 Penalty: 5107.118652
	Iteration 15Q: 3 clusters Score -5534412 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5534587.500000 Penalty: 5107.118652
	Iteration 16Q: 3 clusters Score -5534588 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5534691.000000 Penalty: 5107.118652
	Iteration 17Q: 3 clusters Score -5534691 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5534764.500000 Penalty: 5107.118652
	Iteration 18Q: 3 clusters Score -5534764 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5534783.000000 Penalty: 5107.118652
	Iteration 19Q: 3 clusters Score -5534783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5534815.500000 Penalty: 5107.118652
	Iteration 20F: 3 clusters Score -5534816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5534856.000000 Penalty: 5107.118652
	Iteration 21Q: 3 clusters Score -5534856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5534871.500000 Penalty: 5107.118652
	Iteration 22Q: 3 clusters Score -5534872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5534884.500000 Penalty: 5107.118652
	Iteration 23Q: 3 clusters Score -5534884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5534895.000000 Penalty: 5107.118652
	Iteration 24Q: 3 clusters Score -5534895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5534902.000000 Penalty: 5107.118652
	Iteration 25Q: 3 clusters Score -5534902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5534903.500000 Penalty: 5107.118652
	Iteration 26Q: 3 clusters Score -5534904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5534906.000000 Penalty: 5107.118652
	Iteration 27Q: 3 clusters Score -5534906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5534903.500000 Penalty: 5107.118652
	Iteration 28Q: 3 clusters Score -5534904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5534903.500000 Penalty: 5107.118652
	Iteration 29F: 3 clusters Score -5534904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -217907.765625 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -217907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -215899.390625 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -215899.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -216242.875000 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -216242.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -216427.687500 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -216427.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -216550.734375 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -216550.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -216622.859375 Penalty: 3478.009277
	Iteration 4Q: 3 clusters Score -216622.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216683.968750 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -216684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -216737.406250 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -216737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216778.171875 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -216778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -216820.484375 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -216820.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -216848.046875 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -216848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -216870.062500 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -216870.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216894.671875 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -216894.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216917.890625 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -216917.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -216935.656250 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -216935.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216945.953125 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -216946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -216954.687500 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -216954.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -216957.859375 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -216957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216962.046875 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -216962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216971.421875 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -216971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -216977.921875 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -216977.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -216981.187500 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -216981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -216988.734375 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -216988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217002.406250 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -217002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -217012.515625 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -217012.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217021.859375 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -217021.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -217032.093750 Penalty: 3478.009277
	Iteration 25Q: 3 clusters Score -217032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217041.703125 Penalty: 3478.009277
	Iteration 26Q: 3 clusters Score -217041.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217049.156250 Penalty: 3478.009277
	Iteration 27Q: 3 clusters Score -217049.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217056.140625 Penalty: 3478.009277
	Iteration 28Q: 3 clusters Score -217056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217060.171875 Penalty: 3478.009277
	Iteration 29Q: 3 clusters Score -217060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -217066.937500 Penalty: 3478.009277
	Iteration 30Q: 3 clusters Score -217066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -217066.937500 Penalty: 3478.009277
	Iteration 31F: 3 clusters Score -217066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Entering Unmasked Estep 
Score: -1499448.250000 Penalty: 2227.238770
	Iteration 0F: 2 clusters Score -1499448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1493061.875000 Penalty: 4454.477539
	Iteration 0F: 3 clusters Score -1493062 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1494763.625000 Penalty: 4454.477539
	Iteration 1F: 3 clusters Score -1494764 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1495040.250000 Penalty: 4454.477539
	Iteration 2F: 3 clusters Score -1495040 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1495227.750000 Penalty: 4454.477539
	Iteration 3F: 3 clusters Score -1495228 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1495355.250000 Penalty: 4454.477539
	Iteration 4Q: 3 clusters Score -1495355 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1495450.000000 Penalty: 4454.477539
	Iteration 5Q: 3 clusters Score -1495450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1495523.625000 Penalty: 4454.477539
	Iteration 6Q: 3 clusters Score -1495524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1495588.250000 Penalty: 4454.477539
	Iteration 7Q: 3 clusters Score -1495588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1495653.625000 Penalty: 4454.477539
	Iteration 8Q: 3 clusters Score -1495654 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1495731.625000 Penalty: 4454.477539
	Iteration 9Q: 3 clusters Score -1495732 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1495823.375000 Penalty: 4454.477539
	Iteration 10Q: 3 clusters Score -1495823 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1495929.250000 Penalty: 4454.477539
	Iteration 11Q: 3 clusters Score -1495929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1496040.500000 Penalty: 4454.477539
	Iteration 12Q: 3 clusters Score -1496040 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1496149.000000 Penalty: 4454.477539
	Iteration 13Q: 3 clusters Score -1496149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1496284.750000 Penalty: 4454.477539
	Iteration 14Q: 3 clusters Score -1496285 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1496469.500000 Penalty: 4454.477539
	Iteration 15Q: 3 clusters Score -1496470 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1496670.500000 Penalty: 4454.477539
	Iteration 16Q: 3 clusters Score -1496670 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1496843.125000 Penalty: 4454.477539
	Iteration 17Q: 3 clusters Score -1496843 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1496980.750000 Penalty: 4454.477539
	Iteration 18Q: 3 clusters Score -1496981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1497089.125000 Penalty: 4454.477539
	Iteration 19Q: 3 clusters Score -1497089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1497173.500000 Penalty: 4454.477539
	Iteration 20F: 3 clusters Score -1497174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1497246.500000 Penalty: 4454.477539
	Iteration 21Q: 3 clusters Score -1497246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1497308.000000 Penalty: 4454.477539
	Iteration 22Q: 3 clusters Score -1497308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1497353.125000 Penalty: 4454.477539
	Iteration 23Q: 3 clusters Score -1497353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1497389.250000 Penalty: 4454.477539
	Iteration 24Q: 3 clusters Score -1497389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1497407.375000 Penalty: 4454.477539
	Iteration 25Q: 3 clusters Score -1497407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1497426.125000 Penalty: 4454.477539
	Iteration 26Q: 3 clusters Score -1497426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1497442.250000 Penalty: 4454.477539
	Iteration 27Q: 3 clusters Score -1497442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1497458.500000 Penalty: 4454.477539
	Iteration 28Q: 3 clusters Score -1497458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1497474.625000 Penalty: 4454.477539
	Iteration 29Q: 3 clusters Score -1497475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1497484.625000 Penalty: 4454.477539
	Iteration 30Q: 3 clusters Score -1497485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1497490.500000 Penalty: 4454.477539
	Iteration 31Q: 3 clusters Score -1497490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1497495.750000 Penalty: 4454.477539
	Iteration 32Q: 3 clusters Score -1497496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1497497.750000 Penalty: 4454.477539
	Iteration 33Q: 3 clusters Score -1497498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1497499.500000 Penalty: 4454.477539
	Iteration 34Q: 3 clusters Score -1497500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1497499.750000 Penalty: 4454.477539
	Iteration 35Q: 3 clusters Score -1497500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1497501.375000 Penalty: 4454.477539
	Iteration 36Q: 3 clusters Score -1497501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1497502.625000 Penalty: 4454.477539
	Iteration 37Q: 3 clusters Score -1497503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1497505.125000 Penalty: 4454.477539
	Iteration 38Q: 3 clusters Score -1497505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1497508.125000 Penalty: 4454.477539
	Iteration 39Q: 3 clusters Score -1497508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1497514.000000 Penalty: 4454.477539
	Iteration 40F: 3 clusters Score -1497514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1497517.875000 Penalty: 4454.477539
	Iteration 41Q: 3 clusters Score -1497518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1497517.875000 Penalty: 4454.477539
	Iteration 42F: 3 clusters Score -1497518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (25978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Entering Unmasked Estep 
Score: -5041337.000000 Penalty: 2520.921387
	Iteration 0F: 2 clusters Score -5041337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5023824.000000 Penalty: 5041.842773
	Iteration 0F: 3 clusters Score -5023824 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -5030056.000000 Penalty: 5041.842773
	Iteration 1F: 3 clusters Score -5030056 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5030464.500000 Penalty: 5041.842773
	Iteration 2Q: 3 clusters Score -5030464 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5030768.500000 Penalty: 5041.842773
	Iteration 3Q: 3 clusters Score -5030768 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -5031090.000000 Penalty: 5041.842773
	Iteration 4Q: 3 clusters Score -5031090 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -5031335.500000 Penalty: 5041.842773
	Iteration 5Q: 3 clusters Score -5031336 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -5031626.500000 Penalty: 5041.842773
	Iteration 6Q: 3 clusters Score -5031626 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -5031892.500000 Penalty: 5041.842773
	Iteration 7Q: 3 clusters Score -5031892 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5032197.000000 Penalty: 5041.842773
	Iteration 8Q: 3 clusters Score -5032197 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -5032568.500000 Penalty: 5041.842773
	Iteration 9Q: 3 clusters Score -5032568 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5033072.000000 Penalty: 5041.842773
	Iteration 10Q: 3 clusters Score -5033072 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -5033729.000000 Penalty: 5041.842773
	Iteration 11Q: 3 clusters Score -5033729 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -5034533.000000 Penalty: 5041.842773
	Iteration 12Q: 3 clusters Score -5034533 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -5035212.000000 Penalty: 5041.842773
	Iteration 13Q: 3 clusters Score -5035212 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -5035704.000000 Penalty: 5041.842773
	Iteration 14Q: 3 clusters Score -5035704 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -5036053.500000 Penalty: 5041.842773
	Iteration 15Q: 3 clusters Score -5036054 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -5036300.500000 Penalty: 5041.842773
	Iteration 16Q: 3 clusters Score -5036300 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -5036595.500000 Penalty: 5041.842773
	Iteration 17Q: 3 clusters Score -5036596 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5036923.500000 Penalty: 5041.842773
	Iteration 18Q: 3 clusters Score -5036924 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -5037229.000000 Penalty: 5041.842773
	Iteration 19Q: 3 clusters Score -5037229 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5037510.000000 Penalty: 5041.842773
	Iteration 20F: 3 clusters Score -5037510 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5037748.500000 Penalty: 5041.842773
	Iteration 21Q: 3 clusters Score -5037748 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5037957.000000 Penalty: 5041.842773
	Iteration 22Q: 3 clusters Score -5037957 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -5038095.500000 Penalty: 5041.842773
	Iteration 23Q: 3 clusters Score -5038096 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -5038229.000000 Penalty: 5041.842773
	Iteration 24Q: 3 clusters Score -5038229 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -5038279.500000 Penalty: 5041.842773
	Iteration 25Q: 3 clusters Score -5038280 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5038311.500000 Penalty: 5041.842773
	Iteration 26Q: 3 clusters Score -5038312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5038347.000000 Penalty: 5041.842773
	Iteration 27Q: 3 clusters Score -5038347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -5038363.500000 Penalty: 5041.842773
	Iteration 28Q: 3 clusters Score -5038364 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5038388.000000 Penalty: 5041.842773
	Iteration 29Q: 3 clusters Score -5038388 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5038383.000000 Penalty: 5041.842773
	Iteration 30Q: 3 clusters Score -5038383 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5038388.000000 Penalty: 5041.842773
	Iteration 31Q: 3 clusters Score -5038388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5038373.500000 Penalty: 5041.842773
	Iteration 32Q: 3 clusters Score -5038374 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -5038377.000000 Penalty: 5041.842773
	Iteration 33Q: 3 clusters Score -5038377 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -5038375.500000 Penalty: 5041.842773
	Iteration 34Q: 3 clusters Score -5038376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -5038364.000000 Penalty: 5041.842773
	Iteration 35Q: 3 clusters Score -5038364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5038386.500000 Penalty: 5041.842773
	Iteration 36Q: 3 clusters Score -5038386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5038372.500000 Penalty: 5041.842773
	Iteration 37Q: 3 clusters Score -5038372 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5038382.500000 Penalty: 5041.842773
	Iteration 38Q: 3 clusters Score -5038382 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5038387.500000 Penalty: 5041.842773
	Iteration 39Q: 3 clusters Score -5038388 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -5038388.500000 Penalty: 5041.842773
	Iteration 40F: 3 clusters Score -5038388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -5038387.500000 Penalty: 5041.842773
	Iteration 41Q: 3 clusters Score -5038388 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -5038387.500000 Penalty: 5041.842773
	Iteration 42Q: 3 clusters Score -5038388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5038402.500000 Penalty: 5041.842773
	Iteration 43Q: 3 clusters Score -5038402 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5038402.500000 Penalty: 5041.842773
	Iteration 44Q: 3 clusters Score -5038402 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -5038401.000000 Penalty: 5041.842773
	Iteration 45Q: 3 clusters Score -5038401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5038405.000000 Penalty: 5041.842773
	Iteration 46Q: 3 clusters Score -5038405 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5038416.500000 Penalty: 5041.842773
	Iteration 47Q: 3 clusters Score -5038416 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -5038425.000000 Penalty: 5041.842773
	Iteration 48Q: 3 clusters Score -5038425 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5038411.500000 Penalty: 5041.842773
	Iteration 49Q: 3 clusters Score -5038412 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -5038406.500000 Penalty: 5041.842773
	Iteration 50Q: 3 clusters Score -5038406 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -5038403.000000 Penalty: 5041.842773
	Iteration 51Q: 3 clusters Score -5038403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -5038410.000000 Penalty: 5041.842773
	Iteration 52Q: 3 clusters Score -5038410 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5038393.000000 Penalty: 5041.842773
	Iteration 53Q: 3 clusters Score -5038393 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5038379.000000 Penalty: 5041.842773
	Iteration 54Q: 3 clusters Score -5038379 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -5038342.000000 Penalty: 5041.842773
	Iteration 55Q: 3 clusters Score -5038342 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -5038371.000000 Penalty: 5041.842773
	Iteration 56Q: 3 clusters Score -5038371 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -5038365.500000 Penalty: 5041.842773
	Iteration 57Q: 3 clusters Score -5038366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -5038327.000000 Penalty: 5041.842773
	Iteration 58Q: 3 clusters Score -5038327 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -5038309.500000 Penalty: 5041.842773
	Iteration 59Q: 3 clusters Score -5038310 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5038298.000000 Penalty: 5041.842773
	Iteration 60F: 3 clusters Score -5038298 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5038314.000000 Penalty: 5041.842773
	Iteration 61Q: 3 clusters Score -5038314 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5038326.500000 Penalty: 5041.842773
	Iteration 62Q: 3 clusters Score -5038326 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -5038289.000000 Penalty: 5041.842773
	Iteration 63Q: 3 clusters Score -5038289 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -5038285.500000 Penalty: 5041.842773
	Iteration 64Q: 3 clusters Score -5038286 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5038280.500000 Penalty: 5041.842773
	Iteration 65Q: 3 clusters Score -5038280 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5038266.000000 Penalty: 5041.842773
	Iteration 66Q: 3 clusters Score -5038266 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5038249.000000 Penalty: 5041.842773
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Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 7053 members 
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Mstep: Class 2 contains 6865 members 
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Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 6680 members 
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Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 5943 members 
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Mstep: Class 2 contains 5765 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5039238 nChanged 7
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	Iteration 140F: 3 clusters Score -5039248 nChanged 6
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	Iteration 141Q: 3 clusters Score -5039253 nChanged 5
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	Iteration 142Q: 3 clusters Score -5039248 nChanged 6
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	Iteration 145Q: 3 clusters Score -5039258 nChanged 4
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	Iteration 151Q: 3 clusters Score -5039268 nChanged 2
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	Iteration 154Q: 3 clusters Score -5039258 nChanged 3
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	Iteration 155Q: 3 clusters Score -5039260 nChanged 1
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	Iteration 156Q: 3 clusters Score -5039262 nChanged 2
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	Iteration 157Q: 3 clusters Score -5039264 nChanged 5
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	Iteration 158Q: 3 clusters Score -5039264 nChanged 6
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	Iteration 159Q: 3 clusters Score -5039274 nChanged 5
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	Iteration 160F: 3 clusters Score -5039274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5039279.500000 Penalty: 5041.842773
	Iteration 161Q: 3 clusters Score -5039280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5039278.000000 Penalty: 5041.842773
	Iteration 162Q: 3 clusters Score -5039278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5039280.500000 Penalty: 5041.842773
	Iteration 163Q: 3 clusters Score -5039280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5039280.500000 Penalty: 5041.842773
	Iteration 164F: 3 clusters Score -5039280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21900.349609 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21900.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21973.291016 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -21973.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21998.517578 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -21998.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22010.951172 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22010.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22010.951172 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -22010.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Entering Unmasked Estep 
Score: -4810678.000000 Penalty: 2509.981934
	Iteration 0F: 2 clusters Score -4810678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4793746.000000 Penalty: 5019.963867
	Iteration 0F: 3 clusters Score -4793746 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -4799560.500000 Penalty: 5019.963867
	Iteration 1F: 3 clusters Score -4799560 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4800100.500000 Penalty: 5019.963867
	Iteration 2F: 3 clusters Score -4800100 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -4800612.500000 Penalty: 5019.963867
	Iteration 3Q: 3 clusters Score -4800612 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4801262.000000 Penalty: 5019.963867
	Iteration 4F: 3 clusters Score -4801262 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4802049.500000 Penalty: 5019.963867
	Iteration 5F: 3 clusters Score -4802050 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4803044.500000 Penalty: 5019.963867
	Iteration 6F: 3 clusters Score -4803044 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4804354.500000 Penalty: 5019.963867
	Iteration 7F: 3 clusters Score -4804354 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4805732.000000 Penalty: 5019.963867
	Iteration 8F: 3 clusters Score -4805732 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4806860.000000 Penalty: 5019.963867
	Iteration 9Q: 3 clusters Score -4806860 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4807659.000000 Penalty: 5019.963867
	Iteration 10Q: 3 clusters Score -4807659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4808039.000000 Penalty: 5019.963867
	Iteration 11Q: 3 clusters Score -4808039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4808226.000000 Penalty: 5019.963867
	Iteration 12Q: 3 clusters Score -4808226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4808314.500000 Penalty: 5019.963867
	Iteration 13Q: 3 clusters Score -4808314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4808379.500000 Penalty: 5019.963867
	Iteration 14Q: 3 clusters Score -4808380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4808422.000000 Penalty: 5019.963867
	Iteration 15Q: 3 clusters Score -4808422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4808432.500000 Penalty: 5019.963867
	Iteration 16Q: 3 clusters Score -4808432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4808458.000000 Penalty: 5019.963867
	Iteration 17Q: 3 clusters Score -4808458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4808478.000000 Penalty: 5019.963867
	Iteration 18Q: 3 clusters Score -4808478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4808488.500000 Penalty: 5019.963867
	Iteration 19Q: 3 clusters Score -4808488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4808488.000000 Penalty: 5019.963867
	Iteration 20F: 3 clusters Score -4808488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4808491.500000 Penalty: 5019.963867
	Iteration 21Q: 3 clusters Score -4808492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4808491.500000 Penalty: 5019.963867
	Iteration 22F: 3 clusters Score -4808492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180715.984375 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180716 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -180982.500000 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -180982.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -181082.687500 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181082.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181136.062500 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181153.296875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181153.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -181159.703125 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181159.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181166.468750 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181166.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181171.468750 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181174.109375 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181180.265625 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181180.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181191.281250 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181191.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181196.703125 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181196.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -181202.218750 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181202.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181207.296875 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181213.843750 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181215.656250 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181216.343750 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -181216.343750 Penalty: 3438.010010
	Iteration 17F: 3 clusters Score -181216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (19600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Entering Unmasked Estep 
Score: -4039894.000000 Penalty: 2451.054688
	Iteration 0F: 2 clusters Score -4039894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -4027734.750000 Penalty: 4902.109375
	Iteration 0F: 3 clusters Score -4027735 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -4032232.750000 Penalty: 4902.109375
	Iteration 1F: 3 clusters Score -4032233 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4032570.500000 Penalty: 4902.109375
	Iteration 2F: 3 clusters Score -4032570 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -4032807.750000 Penalty: 4902.109375
	Iteration 3Q: 3 clusters Score -4032808 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -4033030.250000 Penalty: 4902.109375
	Iteration 4Q: 3 clusters Score -4033030 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -4033228.750000 Penalty: 4902.109375
	Iteration 5Q: 3 clusters Score -4033229 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4033384.000000 Penalty: 4902.109375
	Iteration 6Q: 3 clusters Score -4033384 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4033537.000000 Penalty: 4902.109375
	Iteration 7Q: 3 clusters Score -4033537 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -4033699.750000 Penalty: 4902.109375
	Iteration 8Q: 3 clusters Score -4033700 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -4033867.750000 Penalty: 4902.109375
	Iteration 9Q: 3 clusters Score -4033868 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4034056.250000 Penalty: 4902.109375
	Iteration 10Q: 3 clusters Score -4034056 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4034332.250000 Penalty: 4902.109375
	Iteration 11Q: 3 clusters Score -4034332 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4034696.250000 Penalty: 4902.109375
	Iteration 12Q: 3 clusters Score -4034696 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4035313.500000 Penalty: 4902.109375
	Iteration 13Q: 3 clusters Score -4035314 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -4035802.250000 Penalty: 4902.109375
	Iteration 14Q: 3 clusters Score -4035802 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -4036263.750000 Penalty: 4902.109375
	Iteration 15Q: 3 clusters Score -4036264 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -4036647.000000 Penalty: 4902.109375
	Iteration 16Q: 3 clusters Score -4036647 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4036915.500000 Penalty: 4902.109375
	Iteration 17Q: 3 clusters Score -4036916 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4037085.500000 Penalty: 4902.109375
	Iteration 18Q: 3 clusters Score -4037086 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4037222.000000 Penalty: 4902.109375
	Iteration 19Q: 3 clusters Score -4037222 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4037346.000000 Penalty: 4902.109375
	Iteration 20F: 3 clusters Score -4037346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -4037426.750000 Penalty: 4902.109375
	Iteration 21Q: 3 clusters Score -4037427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4037478.500000 Penalty: 4902.109375
	Iteration 22Q: 3 clusters Score -4037478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4037507.250000 Penalty: 4902.109375
	Iteration 23Q: 3 clusters Score -4037507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -4037539.000000 Penalty: 4902.109375
	Iteration 24Q: 3 clusters Score -4037539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4037586.250000 Penalty: 4902.109375
	Iteration 25Q: 3 clusters Score -4037586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4037621.250000 Penalty: 4902.109375
	Iteration 26Q: 3 clusters Score -4037621 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4037649.000000 Penalty: 4902.109375
	Iteration 27Q: 3 clusters Score -4037649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4037660.000000 Penalty: 4902.109375
	Iteration 28Q: 3 clusters Score -4037660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4037672.250000 Penalty: 4902.109375
	Iteration 29Q: 3 clusters Score -4037672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -4037673.000000 Penalty: 4902.109375
	Iteration 30Q: 3 clusters Score -4037673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4037681.750000 Penalty: 4902.109375
	Iteration 31Q: 3 clusters Score -4037682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4037685.000000 Penalty: 4902.109375
	Iteration 32Q: 3 clusters Score -4037685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -4037689.750000 Penalty: 4902.109375
	Iteration 33Q: 3 clusters Score -4037690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4037686.000000 Penalty: 4902.109375
	Iteration 34Q: 3 clusters Score -4037686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -4037694.000000 Penalty: 4902.109375
	Iteration 35Q: 3 clusters Score -4037694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -4037692.250000 Penalty: 4902.109375
	Iteration 36Q: 3 clusters Score -4037692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4037699.250000 Penalty: 4902.109375
	Iteration 37Q: 3 clusters Score -4037699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4037698.750000 Penalty: 4902.109375
	Iteration 38Q: 3 clusters Score -4037699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4037700.000000 Penalty: 4902.109375
	Iteration 39Q: 3 clusters Score -4037700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4037696.250000 Penalty: 4902.109375
	Iteration 40F: 3 clusters Score -4037696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4037699.750000 Penalty: 4902.109375
	Iteration 41Q: 3 clusters Score -4037700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4037699.500000 Penalty: 4902.109375
	Iteration 42Q: 3 clusters Score -4037700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4037702.000000 Penalty: 4902.109375
	Iteration 43Q: 3 clusters Score -4037702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4037709.250000 Penalty: 4902.109375
	Iteration 44Q: 3 clusters Score -4037709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4037711.750000 Penalty: 4902.109375
	Iteration 45Q: 3 clusters Score -4037712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -4037711.750000 Penalty: 4902.109375
	Iteration 46F: 3 clusters Score -4037712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Entering Unmasked Estep 
Score: -5136948.000000 Penalty: 2512.769775
	Iteration 0F: 2 clusters Score -5136948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -5121583.500000 Penalty: 5025.539551
	Iteration 0F: 3 clusters Score -5121584 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -5127648.000000 Penalty: 5025.539551
	Iteration 1F: 3 clusters Score -5127648 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -5128053.500000 Penalty: 5025.539551
	Iteration 2F: 3 clusters Score -5128054 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5128358.000000 Penalty: 5025.539551
	Iteration 3Q: 3 clusters Score -5128358 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -5128605.000000 Penalty: 5025.539551
	Iteration 4Q: 3 clusters Score -5128605 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5128779.500000 Penalty: 5025.539551
	Iteration 5Q: 3 clusters Score -5128780 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -5128921.000000 Penalty: 5025.539551
	Iteration 6Q: 3 clusters Score -5128921 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -5129068.000000 Penalty: 5025.539551
	Iteration 7Q: 3 clusters Score -5129068 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5129248.000000 Penalty: 5025.539551
	Iteration 8Q: 3 clusters Score -5129248 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -5129478.000000 Penalty: 5025.539551
	Iteration 9Q: 3 clusters Score -5129478 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -5129731.500000 Penalty: 5025.539551
	Iteration 10Q: 3 clusters Score -5129732 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -5130072.000000 Penalty: 5025.539551
	Iteration 11Q: 3 clusters Score -5130072 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5130572.000000 Penalty: 5025.539551
	Iteration 12Q: 3 clusters Score -5130572 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -5131228.000000 Penalty: 5025.539551
	Iteration 13Q: 3 clusters Score -5131228 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -5131937.500000 Penalty: 5025.539551
	Iteration 14Q: 3 clusters Score -5131938 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5132497.500000 Penalty: 5025.539551
	Iteration 15Q: 3 clusters Score -5132498 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5132917.500000 Penalty: 5025.539551
	Iteration 16Q: 3 clusters Score -5132918 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -5133195.000000 Penalty: 5025.539551
	Iteration 17Q: 3 clusters Score -5133195 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -5133479.500000 Penalty: 5025.539551
	Iteration 18Q: 3 clusters Score -5133480 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5133717.500000 Penalty: 5025.539551
	Iteration 19Q: 3 clusters Score -5133718 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -5133933.500000 Penalty: 5025.539551
	Iteration 20F: 3 clusters Score -5133934 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -5134144.500000 Penalty: 5025.539551
	Iteration 21Q: 3 clusters Score -5134144 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5134362.500000 Penalty: 5025.539551
	Iteration 22Q: 3 clusters Score -5134362 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -5134665.000000 Penalty: 5025.539551
	Iteration 23Q: 3 clusters Score -5134665 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5134974.500000 Penalty: 5025.539551
	Iteration 24Q: 3 clusters Score -5134974 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -5135294.500000 Penalty: 5025.539551
	Iteration 25Q: 3 clusters Score -5135294 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -5135648.500000 Penalty: 5025.539551
	Iteration 26Q: 3 clusters Score -5135648 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5135923.000000 Penalty: 5025.539551
	Iteration 27Q: 3 clusters Score -5135923 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -5136144.500000 Penalty: 5025.539551
	Iteration 28Q: 3 clusters Score -5136144 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5136295.000000 Penalty: 5025.539551
	Iteration 29Q: 3 clusters Score -5136295 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5136422.000000 Penalty: 5025.539551
	Iteration 30Q: 3 clusters Score -5136422 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -5136469.500000 Penalty: 5025.539551
	Iteration 31Q: 3 clusters Score -5136470 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5136491.000000 Penalty: 5025.539551
	Iteration 32Q: 3 clusters Score -5136491 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5136507.000000 Penalty: 5025.539551
	Iteration 33Q: 3 clusters Score -5136507 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5136512.500000 Penalty: 5025.539551
	Iteration 34Q: 3 clusters Score -5136512 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5136521.500000 Penalty: 5025.539551
	Iteration 35Q: 3 clusters Score -5136522 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -5136525.000000 Penalty: 5025.539551
	Iteration 36Q: 3 clusters Score -5136525 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -5136529.500000 Penalty: 5025.539551
	Iteration 37Q: 3 clusters Score -5136530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -5136513.000000 Penalty: 5025.539551
	Iteration 38Q: 3 clusters Score -5136513 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5136512.500000 Penalty: 5025.539551
	Iteration 39Q: 3 clusters Score -5136512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -5136525.500000 Penalty: 5025.539551
	Iteration 40F: 3 clusters Score -5136526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5136544.000000 Penalty: 5025.539551
	Iteration 41Q: 3 clusters Score -5136544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -5136547.000000 Penalty: 5025.539551
	Iteration 42Q: 3 clusters Score -5136547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -5136547.000000 Penalty: 5025.539551
	Iteration 43Q: 3 clusters Score -5136547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -5136524.500000 Penalty: 5025.539551
	Iteration 44Q: 3 clusters Score -5136524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -5136536.000000 Penalty: 5025.539551
	Iteration 45Q: 3 clusters Score -5136536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5136539.500000 Penalty: 5025.539551
	Iteration 46Q: 3 clusters Score -5136540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5136536.500000 Penalty: 5025.539551
	Iteration 47Q: 3 clusters Score -5136536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -5136512.500000 Penalty: 5025.539551
	Iteration 48Q: 3 clusters Score -5136512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -5136514.500000 Penalty: 5025.539551
	Iteration 49Q: 3 clusters Score -5136514 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -5136504.000000 Penalty: 5025.539551
	Iteration 50Q: 3 clusters Score -5136504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5136490.500000 Penalty: 5025.539551
	Iteration 51Q: 3 clusters Score -5136490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -5136483.500000 Penalty: 5025.539551
	Iteration 52Q: 3 clusters Score -5136484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -5136469.500000 Penalty: 5025.539551
	Iteration 53Q: 3 clusters Score -5136470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -5136457.000000 Penalty: 5025.539551
	Iteration 54Q: 3 clusters Score -5136457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -5136440.000000 Penalty: 5025.539551
	Iteration 55Q: 3 clusters Score -5136440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -5136433.500000 Penalty: 5025.539551
	Iteration 56Q: 3 clusters Score -5136434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5136436.000000 Penalty: 5025.539551
	Iteration 57Q: 3 clusters Score -5136436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -5136439.500000 Penalty: 5025.539551
	Iteration 58Q: 3 clusters Score -5136440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5136423.000000 Penalty: 5025.539551
	Iteration 59Q: 3 clusters Score -5136423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -5136408.500000 Penalty: 5025.539551
	Iteration 60F: 3 clusters Score -5136408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -5136395.000000 Penalty: 5025.539551
	Iteration 61Q: 3 clusters Score -5136395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -5136381.500000 Penalty: 5025.539551
	Iteration 62Q: 3 clusters Score -5136382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -5136384.500000 Penalty: 5025.539551
	Iteration 63Q: 3 clusters Score -5136384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5136374.500000 Penalty: 5025.539551
	Iteration 64Q: 3 clusters Score -5136374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -5136371.000000 Penalty: 5025.539551
	Iteration 65Q: 3 clusters Score -5136371 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -5136367.000000 Penalty: 5025.539551
	Iteration 66Q: 3 clusters Score -5136367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -5136359.000000 Penalty: 5025.539551
	Iteration 67Q: 3 clusters Score -5136359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -5136357.000000 Penalty: 5025.539551
	Iteration 68Q: 3 clusters Score -5136357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -5136354.000000 Penalty: 5025.539551
	Iteration 69Q: 3 clusters Score -5136354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -5136343.500000 Penalty: 5025.539551
	Iteration 70Q: 3 clusters Score -5136344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5136324.000000 Penalty: 5025.539551
	Iteration 71Q: 3 clusters Score -5136324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -5136315.000000 Penalty: 5025.539551
	Iteration 72Q: 3 clusters Score -5136315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5136309.500000 Penalty: 5025.539551
	Iteration 73Q: 3 clusters Score -5136310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -5136308.000000 Penalty: 5025.539551
	Iteration 74Q: 3 clusters Score -5136308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -5136305.500000 Penalty: 5025.539551
	Iteration 75Q: 3 clusters Score -5136306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -5136305.000000 Penalty: 5025.539551
	Iteration 76Q: 3 clusters Score -5136305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -5136303.000000 Penalty: 5025.539551
	Iteration 77Q: 3 clusters Score -5136303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5136302.000000 Penalty: 5025.539551
	Iteration 78Q: 3 clusters Score -5136302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5136298.000000 Penalty: 5025.539551
	Iteration 79Q: 3 clusters Score -5136298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -5136295.000000 Penalty: 5025.539551
	Iteration 80F: 3 clusters Score -5136295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -5136300.000000 Penalty: 5025.539551
	Iteration 81Q: 3 clusters Score -5136300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5136294.500000 Penalty: 5025.539551
	Iteration 82Q: 3 clusters Score -5136294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -5136299.000000 Penalty: 5025.539551
	Iteration 83Q: 3 clusters Score -5136299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -5136307.500000 Penalty: 5025.539551
	Iteration 84Q: 3 clusters Score -5136308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -5136304.000000 Penalty: 5025.539551
	Iteration 85Q: 3 clusters Score -5136304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -5136303.000000 Penalty: 5025.539551
	Iteration 86Q: 3 clusters Score -5136303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -5136306.000000 Penalty: 5025.539551
	Iteration 87Q: 3 clusters Score -5136306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5136309.500000 Penalty: 5025.539551
	Iteration 88Q: 3 clusters Score -5136310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -5136300.500000 Penalty: 5025.539551
	Iteration 89Q: 3 clusters Score -5136300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -5136294.500000 Penalty: 5025.539551
	Iteration 90Q: 3 clusters Score -5136294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -5136294.500000 Penalty: 5025.539551
	Iteration 91Q: 3 clusters Score -5136294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -5136298.500000 Penalty: 5025.539551
	Iteration 92Q: 3 clusters Score -5136298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5136293.500000 Penalty: 5025.539551
	Iteration 93Q: 3 clusters Score -5136294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5136293.500000 Penalty: 5025.539551
	Iteration 94F: 3 clusters Score -5136294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Entering Unmasked Estep 
Score: -3973203.500000 Penalty: 2447.165039
	Iteration 0F: 2 clusters Score -3973204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3961174.750000 Penalty: 4894.330078
	Iteration 0F: 3 clusters Score -3961175 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3965651.500000 Penalty: 4894.330078
	Iteration 1F: 3 clusters Score -3965652 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3965994.750000 Penalty: 4894.330078
	Iteration 2F: 3 clusters Score -3965995 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3966243.500000 Penalty: 4894.330078
	Iteration 3Q: 3 clusters Score -3966244 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -3966441.000000 Penalty: 4894.330078
	Iteration 4Q: 3 clusters Score -3966441 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -3966613.000000 Penalty: 4894.330078
	Iteration 5Q: 3 clusters Score -3966613 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3966760.750000 Penalty: 4894.330078
	Iteration 6Q: 3 clusters Score -3966761 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3966913.500000 Penalty: 4894.330078
	Iteration 7Q: 3 clusters Score -3966914 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3967055.250000 Penalty: 4894.330078
	Iteration 8Q: 3 clusters Score -3967055 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3967197.750000 Penalty: 4894.330078
	Iteration 9Q: 3 clusters Score -3967198 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -3967408.250000 Penalty: 4894.330078
	Iteration 10Q: 3 clusters Score -3967408 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3967716.250000 Penalty: 4894.330078
	Iteration 11Q: 3 clusters Score -3967716 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3968096.750000 Penalty: 4894.330078
	Iteration 12Q: 3 clusters Score -3968097 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3968593.000000 Penalty: 4894.330078
	Iteration 13Q: 3 clusters Score -3968593 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3969190.750000 Penalty: 4894.330078
	Iteration 14Q: 3 clusters Score -3969191 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3969815.750000 Penalty: 4894.330078
	Iteration 15Q: 3 clusters Score -3969816 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3970425.500000 Penalty: 4894.330078
	Iteration 16Q: 3 clusters Score -3970426 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -3970940.000000 Penalty: 4894.330078
	Iteration 17Q: 3 clusters Score -3970940 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3971262.250000 Penalty: 4894.330078
	Iteration 18Q: 3 clusters Score -3971262 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3971460.500000 Penalty: 4894.330078
	Iteration 19Q: 3 clusters Score -3971460 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3971571.750000 Penalty: 4894.330078
	Iteration 20F: 3 clusters Score -3971572 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3971655.250000 Penalty: 4894.330078
	Iteration 21Q: 3 clusters Score -3971655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3971719.250000 Penalty: 4894.330078
	Iteration 22Q: 3 clusters Score -3971719 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3971738.750000 Penalty: 4894.330078
	Iteration 23Q: 3 clusters Score -3971739 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3971718.750000 Penalty: 4894.330078
	Iteration 24Q: 3 clusters Score -3971719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3971720.000000 Penalty: 4894.330078
	Iteration 25Q: 3 clusters Score -3971720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3971751.500000 Penalty: 4894.330078
	Iteration 26Q: 3 clusters Score -3971752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3971760.000000 Penalty: 4894.330078
	Iteration 27Q: 3 clusters Score -3971760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3971765.500000 Penalty: 4894.330078
	Iteration 28Q: 3 clusters Score -3971766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3971752.500000 Penalty: 4894.330078
	Iteration 29Q: 3 clusters Score -3971752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3971742.000000 Penalty: 4894.330078
	Iteration 30Q: 3 clusters Score -3971742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3971741.250000 Penalty: 4894.330078
	Iteration 31Q: 3 clusters Score -3971741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3971723.250000 Penalty: 4894.330078
	Iteration 32Q: 3 clusters Score -3971723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3971731.500000 Penalty: 4894.330078
	Iteration 33Q: 3 clusters Score -3971732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3971737.750000 Penalty: 4894.330078
	Iteration 34Q: 3 clusters Score -3971738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3971725.000000 Penalty: 4894.330078
	Iteration 35Q: 3 clusters Score -3971725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3971729.750000 Penalty: 4894.330078
	Iteration 36Q: 3 clusters Score -3971730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3971727.250000 Penalty: 4894.330078
	Iteration 37Q: 3 clusters Score -3971727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3971725.000000 Penalty: 4894.330078
	Iteration 38Q: 3 clusters Score -3971725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3971705.250000 Penalty: 4894.330078
	Iteration 39Q: 3 clusters Score -3971705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3971692.250000 Penalty: 4894.330078
	Iteration 40F: 3 clusters Score -3971692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3971682.750000 Penalty: 4894.330078
	Iteration 41Q: 3 clusters Score -3971683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3971691.000000 Penalty: 4894.330078
	Iteration 42Q: 3 clusters Score -3971691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3971677.000000 Penalty: 4894.330078
	Iteration 43Q: 3 clusters Score -3971677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3971682.000000 Penalty: 4894.330078
	Iteration 44Q: 3 clusters Score -3971682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3971655.250000 Penalty: 4894.330078
	Iteration 45Q: 3 clusters Score -3971655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3971670.750000 Penalty: 4894.330078
	Iteration 46Q: 3 clusters Score -3971671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3971661.250000 Penalty: 4894.330078
	Iteration 47Q: 3 clusters Score -3971661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3971674.250000 Penalty: 4894.330078
	Iteration 48Q: 3 clusters Score -3971674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3971679.000000 Penalty: 4894.330078
	Iteration 49Q: 3 clusters Score -3971679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3971685.000000 Penalty: 4894.330078
	Iteration 50Q: 3 clusters Score -3971685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -3971681.500000 Penalty: 4894.330078
	Iteration 51Q: 3 clusters Score -3971682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3971696.250000 Penalty: 4894.330078
	Iteration 52Q: 3 clusters Score -3971696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3971686.750000 Penalty: 4894.330078
	Iteration 53Q: 3 clusters Score -3971687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3971685.750000 Penalty: 4894.330078
	Iteration 54Q: 3 clusters Score -3971686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3971683.750000 Penalty: 4894.330078
	Iteration 55Q: 3 clusters Score -3971684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3971669.500000 Penalty: 4894.330078
	Iteration 56Q: 3 clusters Score -3971670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3971668.750000 Penalty: 4894.330078
	Iteration 57Q: 3 clusters Score -3971669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3971652.750000 Penalty: 4894.330078
	Iteration 58Q: 3 clusters Score -3971653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3971661.250000 Penalty: 4894.330078
	Iteration 59Q: 3 clusters Score -3971661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3971661.250000 Penalty: 4894.330078
	Iteration 60F: 3 clusters Score -3971661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -730659.812500 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -730659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -726887.625000 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -726887.6 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -727713.750000 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -727713.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -727898.062500 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -727898.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -727987.125000 Penalty: 4092.954590
	Iteration 3Q: 3 clusters Score -727987.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -728050.937500 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -728050.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -728095.812500 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -728095.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -728119.250000 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -728119.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -728134.187500 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -728134.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -728146.750000 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -728146.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -728160.750000 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -728160.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -728170.750000 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -728170.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -728179.187500 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -728179.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -728188.375000 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -728188.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -728196.625000 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -728196.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -728203.187500 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -728203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -728209.625000 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -728209.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -728213.500000 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -728213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -728217.812500 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -728217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -728220.437500 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -728220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -728223.312500 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -728223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -728228.562500 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -728228.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -728232.312500 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -728232.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -728237.812500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -728237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -728241.250000 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -728241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -728246.312500 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -728246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -728247.187500 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -728247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -728249.500000 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -728249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -728249.687500 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -728249.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -728253.125000 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -728253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -728254.125000 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -728254.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -728256.000000 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -728256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -728256.750000 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -728256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -728257.375000 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -728257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -728258.750000 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -728258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -728258.625000 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -728258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -728259.187500 Penalty: 4092.954590
	Iteration 35Q: 3 clusters Score -728259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -728260.062500 Penalty: 4092.954590
	Iteration 36Q: 3 clusters Score -728260.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -728260.062500 Penalty: 4092.954590
	Iteration 37F: 3 clusters Score -728260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -16776.748047 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16776.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -16852.443359 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16852.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -16874.978516 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16874.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16884.330078 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16884.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -16884.330078 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -16884.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (20064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Entering Unmasked Estep 
Score: -4142264.000000 Penalty: 2456.857178
	Iteration 0F: 2 clusters Score -4142264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -4130041.250000 Penalty: 4913.714355
	Iteration 0F: 3 clusters Score -4130041 nChanged 8902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4134759.000000 Penalty: 4913.714355
	Iteration 1F: 3 clusters Score -4134759 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4135149.000000 Penalty: 4913.714355
	Iteration 2F: 3 clusters Score -4135149 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4135469.000000 Penalty: 4913.714355
	Iteration 3Q: 3 clusters Score -4135469 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4135676.750000 Penalty: 4913.714355
	Iteration 4Q: 3 clusters Score -4135677 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4135891.500000 Penalty: 4913.714355
	Iteration 5Q: 3 clusters Score -4135892 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4136076.750000 Penalty: 4913.714355
	Iteration 6Q: 3 clusters Score -4136077 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4136365.500000 Penalty: 4913.714355
	Iteration 7Q: 3 clusters Score -4136366 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4136704.750000 Penalty: 4913.714355
	Iteration 8Q: 3 clusters Score -4136705 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -4137215.750000 Penalty: 4913.714355
	Iteration 9Q: 3 clusters Score -4137216 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -4137856.000000 Penalty: 4913.714355
	Iteration 10Q: 3 clusters Score -4137856 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4138548.000000 Penalty: 4913.714355
	Iteration 11Q: 3 clusters Score -4138548 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4139083.500000 Penalty: 4913.714355
	Iteration 12Q: 3 clusters Score -4139084 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4139508.250000 Penalty: 4913.714355
	Iteration 13Q: 3 clusters Score -4139508 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -4139686.250000 Penalty: 4913.714355
	Iteration 14Q: 3 clusters Score -4139686 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4139771.000000 Penalty: 4913.714355
	Iteration 15Q: 3 clusters Score -4139771 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4139935.500000 Penalty: 4913.714355
	Iteration 16Q: 3 clusters Score -4139936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -4139997.250000 Penalty: 4913.714355
	Iteration 17Q: 3 clusters Score -4139997 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -4140073.000000 Penalty: 4913.714355
	Iteration 18Q: 3 clusters Score -4140073 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4140166.000000 Penalty: 4913.714355
	Iteration 19Q: 3 clusters Score -4140166 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4140243.000000 Penalty: 4913.714355
	Iteration 20F: 3 clusters Score -4140243 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4140300.250000 Penalty: 4913.714355
	Iteration 21Q: 3 clusters Score -4140300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4140372.250000 Penalty: 4913.714355
	Iteration 22Q: 3 clusters Score -4140372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4140456.000000 Penalty: 4913.714355
	Iteration 23Q: 3 clusters Score -4140456 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4140582.750000 Penalty: 4913.714355
	Iteration 24Q: 3 clusters Score -4140583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4140608.500000 Penalty: 4913.714355
	Iteration 25Q: 3 clusters Score -4140608 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4140671.750000 Penalty: 4913.714355
	Iteration 26Q: 3 clusters Score -4140672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -4140743.500000 Penalty: 4913.714355
	Iteration 27Q: 3 clusters Score -4140744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4140792.250000 Penalty: 4913.714355
	Iteration 28Q: 3 clusters Score -4140792 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4140811.250000 Penalty: 4913.714355
	Iteration 29Q: 3 clusters Score -4140811 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4140841.750000 Penalty: 4913.714355
	Iteration 30Q: 3 clusters Score -4140842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4140894.250000 Penalty: 4913.714355
	Iteration 31Q: 3 clusters Score -4140894 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4140902.750000 Penalty: 4913.714355
	Iteration 32Q: 3 clusters Score -4140903 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -4140972.000000 Penalty: 4913.714355
	Iteration 33Q: 3 clusters Score -4140972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4140988.750000 Penalty: 4913.714355
	Iteration 34Q: 3 clusters Score -4140989 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4141081.750000 Penalty: 4913.714355
	Iteration 35Q: 3 clusters Score -4141082 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4141132.250000 Penalty: 4913.714355
	Iteration 36Q: 3 clusters Score -4141132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -4141205.000000 Penalty: 4913.714355
	Iteration 37Q: 3 clusters Score -4141205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4141209.750000 Penalty: 4913.714355
	Iteration 38Q: 3 clusters Score -4141210 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4141227.250000 Penalty: 4913.714355
	Iteration 39Q: 3 clusters Score -4141227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4141238.750000 Penalty: 4913.714355
	Iteration 40F: 3 clusters Score -4141239 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -4141301.750000 Penalty: 4913.714355
	Iteration 41Q: 3 clusters Score -4141302 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -4141321.250000 Penalty: 4913.714355
	Iteration 42Q: 3 clusters Score -4141321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -4141362.250000 Penalty: 4913.714355
	Iteration 43Q: 3 clusters Score -4141362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4141430.250000 Penalty: 4913.714355
	Iteration 44Q: 3 clusters Score -4141430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -4141444.500000 Penalty: 4913.714355
	Iteration 45Q: 3 clusters Score -4141444 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4141480.000000 Penalty: 4913.714355
	Iteration 46Q: 3 clusters Score -4141480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4141480.500000 Penalty: 4913.714355
	Iteration 47Q: 3 clusters Score -4141480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -4141484.500000 Penalty: 4913.714355
	Iteration 48Q: 3 clusters Score -4141484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4141481.750000 Penalty: 4913.714355
	Iteration 49Q: 3 clusters Score -4141482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -4141443.250000 Penalty: 4913.714355
	Iteration 50Q: 3 clusters Score -4141443 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4141450.500000 Penalty: 4913.714355
	Iteration 51Q: 3 clusters Score -4141450 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -4141476.500000 Penalty: 4913.714355
	Iteration 52Q: 3 clusters Score -4141476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4141489.250000 Penalty: 4913.714355
	Iteration 53Q: 3 clusters Score -4141489 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -4141509.000000 Penalty: 4913.714355
	Iteration 54Q: 3 clusters Score -4141509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4141494.250000 Penalty: 4913.714355
	Iteration 55Q: 3 clusters Score -4141494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4141507.250000 Penalty: 4913.714355
	Iteration 56Q: 3 clusters Score -4141507 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -4141515.000000 Penalty: 4913.714355
	Iteration 57Q: 3 clusters Score -4141515 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4141500.000000 Penalty: 4913.714355
	Iteration 58Q: 3 clusters Score -4141500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4141457.500000 Penalty: 4913.714355
	Iteration 59Q: 3 clusters Score -4141458 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -4141494.250000 Penalty: 4913.714355
	Iteration 60F: 3 clusters Score -4141494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -4141477.000000 Penalty: 4913.714355
	Iteration 61Q: 3 clusters Score -4141477 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4141460.750000 Penalty: 4913.714355
	Iteration 62Q: 3 clusters Score -4141461 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4141458.250000 Penalty: 4913.714355
	Iteration 63Q: 3 clusters Score -4141458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4141421.250000 Penalty: 4913.714355
	Iteration 64Q: 3 clusters Score -4141421 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4141405.250000 Penalty: 4913.714355
	Iteration 65Q: 3 clusters Score -4141405 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4141367.000000 Penalty: 4913.714355
	Iteration 66Q: 3 clusters Score -4141367 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -4141352.750000 Penalty: 4913.714355
	Iteration 67Q: 3 clusters Score -4141353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4141357.000000 Penalty: 4913.714355
	Iteration 68Q: 3 clusters Score -4141357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -4141350.000000 Penalty: 4913.714355
	Iteration 69Q: 3 clusters Score -4141350 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4141258.250000 Penalty: 4913.714355
	Iteration 70Q: 3 clusters Score -4141258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4141217.250000 Penalty: 4913.714355
	Iteration 71Q: 3 clusters Score -4141217 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4141231.000000 Penalty: 4913.714355
	Iteration 72Q: 3 clusters Score -4141231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4141125.500000 Penalty: 4913.714355
	Iteration 73Q: 3 clusters Score -4141126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4141118.000000 Penalty: 4913.714355
	Iteration 74Q: 3 clusters Score -4141118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4141081.750000 Penalty: 4913.714355
	Iteration 75Q: 3 clusters Score -4141082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4141064.250000 Penalty: 4913.714355
	Iteration 76Q: 3 clusters Score -4141064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -4141062.000000 Penalty: 4913.714355
	Iteration 77Q: 3 clusters Score -4141062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -4141056.750000 Penalty: 4913.714355
	Iteration 78Q: 3 clusters Score -4141057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4141048.000000 Penalty: 4913.714355
	Iteration 79Q: 3 clusters Score -4141048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4141071.500000 Penalty: 4913.714355
	Iteration 80F: 3 clusters Score -4141072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -4141075.000000 Penalty: 4913.714355
	Iteration 81Q: 3 clusters Score -4141075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -4141077.250000 Penalty: 4913.714355
	Iteration 82Q: 3 clusters Score -4141077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4141076.500000 Penalty: 4913.714355
	Iteration 83Q: 3 clusters Score -4141076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4141081.750000 Penalty: 4913.714355
	Iteration 84Q: 3 clusters Score -4141082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4141087.000000 Penalty: 4913.714355
	Iteration 85Q: 3 clusters Score -4141087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4141085.750000 Penalty: 4913.714355
	Iteration 86Q: 3 clusters Score -4141086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -4141085.750000 Penalty: 4913.714355
	Iteration 87F: 3 clusters Score -4141086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Entering Unmasked Estep 
Score: -4220705.000000 Penalty: 2461.825439
	Iteration 0F: 2 clusters Score -4220705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4208129.000000 Penalty: 4923.650879
	Iteration 0F: 3 clusters Score -4208129 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4212977.000000 Penalty: 4923.650879
	Iteration 1F: 3 clusters Score -4212977 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4213465.500000 Penalty: 4923.650879
	Iteration 2F: 3 clusters Score -4213466 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4213885.500000 Penalty: 4923.650879
	Iteration 3F: 3 clusters Score -4213886 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -4214271.000000 Penalty: 4923.650879
	Iteration 4Q: 3 clusters Score -4214271 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4214634.500000 Penalty: 4923.650879
	Iteration 5Q: 3 clusters Score -4214634 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4215001.000000 Penalty: 4923.650879
	Iteration 6Q: 3 clusters Score -4215001 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -4215453.000000 Penalty: 4923.650879
	Iteration 7Q: 3 clusters Score -4215453 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4216034.000000 Penalty: 4923.650879
	Iteration 8Q: 3 clusters Score -4216034 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4216590.500000 Penalty: 4923.650879
	Iteration 9Q: 3 clusters Score -4216590 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4217091.000000 Penalty: 4923.650879
	Iteration 10Q: 3 clusters Score -4217091 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -4217403.000000 Penalty: 4923.650879
	Iteration 11Q: 3 clusters Score -4217403 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4217631.000000 Penalty: 4923.650879
	Iteration 12Q: 3 clusters Score -4217631 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4217813.500000 Penalty: 4923.650879
	Iteration 13Q: 3 clusters Score -4217814 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4217933.000000 Penalty: 4923.650879
	Iteration 14Q: 3 clusters Score -4217933 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -4218024.500000 Penalty: 4923.650879
	Iteration 15Q: 3 clusters Score -4218024 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -4218054.500000 Penalty: 4923.650879
	Iteration 16Q: 3 clusters Score -4218054 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4218109.000000 Penalty: 4923.650879
	Iteration 17Q: 3 clusters Score -4218109 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4218167.000000 Penalty: 4923.650879
	Iteration 18Q: 3 clusters Score -4218167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4218211.500000 Penalty: 4923.650879
	Iteration 19Q: 3 clusters Score -4218212 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4218286.500000 Penalty: 4923.650879
	Iteration 20F: 3 clusters Score -4218286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4218323.500000 Penalty: 4923.650879
	Iteration 21Q: 3 clusters Score -4218324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -4218367.500000 Penalty: 4923.650879
	Iteration 22Q: 3 clusters Score -4218368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -4218405.500000 Penalty: 4923.650879
	Iteration 23Q: 3 clusters Score -4218406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4218412.500000 Penalty: 4923.650879
	Iteration 24Q: 3 clusters Score -4218412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -4218443.500000 Penalty: 4923.650879
	Iteration 25Q: 3 clusters Score -4218444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4218451.500000 Penalty: 4923.650879
	Iteration 26Q: 3 clusters Score -4218452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4218488.000000 Penalty: 4923.650879
	Iteration 27Q: 3 clusters Score -4218488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4218501.000000 Penalty: 4923.650879
	Iteration 28Q: 3 clusters Score -4218501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4218530.500000 Penalty: 4923.650879
	Iteration 29Q: 3 clusters Score -4218530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4218542.500000 Penalty: 4923.650879
	Iteration 30Q: 3 clusters Score -4218542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4218546.000000 Penalty: 4923.650879
	Iteration 31Q: 3 clusters Score -4218546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4218530.500000 Penalty: 4923.650879
	Iteration 32Q: 3 clusters Score -4218530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -4218535.500000 Penalty: 4923.650879
	Iteration 33Q: 3 clusters Score -4218536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4218540.500000 Penalty: 4923.650879
	Iteration 34Q: 3 clusters Score -4218540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4218530.000000 Penalty: 4923.650879
	Iteration 35Q: 3 clusters Score -4218530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -4218541.500000 Penalty: 4923.650879
	Iteration 36Q: 3 clusters Score -4218542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -4218573.000000 Penalty: 4923.650879
	Iteration 37Q: 3 clusters Score -4218573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4218561.000000 Penalty: 4923.650879
	Iteration 38Q: 3 clusters Score -4218561 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4218554.500000 Penalty: 4923.650879
	Iteration 39Q: 3 clusters Score -4218554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4218541.500000 Penalty: 4923.650879
	Iteration 40F: 3 clusters Score -4218542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4218564.500000 Penalty: 4923.650879
	Iteration 41Q: 3 clusters Score -4218564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4218572.000000 Penalty: 4923.650879
	Iteration 42Q: 3 clusters Score -4218572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -4218567.000000 Penalty: 4923.650879
	Iteration 43Q: 3 clusters Score -4218567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4218553.500000 Penalty: 4923.650879
	Iteration 44Q: 3 clusters Score -4218554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4218563.500000 Penalty: 4923.650879
	Iteration 45Q: 3 clusters Score -4218564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4218567.000000 Penalty: 4923.650879
	Iteration 46Q: 3 clusters Score -4218567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4218584.500000 Penalty: 4923.650879
	Iteration 47Q: 3 clusters Score -4218584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -4218586.000000 Penalty: 4923.650879
	Iteration 48Q: 3 clusters Score -4218586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4218597.000000 Penalty: 4923.650879
	Iteration 49Q: 3 clusters Score -4218597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4218598.000000 Penalty: 4923.650879
	Iteration 50Q: 3 clusters Score -4218598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -4218610.500000 Penalty: 4923.650879
	Iteration 51Q: 3 clusters Score -4218610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -4218634.000000 Penalty: 4923.650879
	Iteration 52Q: 3 clusters Score -4218634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4218649.000000 Penalty: 4923.650879
	Iteration 53Q: 3 clusters Score -4218649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4218676.500000 Penalty: 4923.650879
	Iteration 54Q: 3 clusters Score -4218676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -4218651.500000 Penalty: 4923.650879
	Iteration 55Q: 3 clusters Score -4218652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4218674.500000 Penalty: 4923.650879
	Iteration 56Q: 3 clusters Score -4218674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4218678.500000 Penalty: 4923.650879
	Iteration 57Q: 3 clusters Score -4218678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4218675.500000 Penalty: 4923.650879
	Iteration 58Q: 3 clusters Score -4218676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4218680.000000 Penalty: 4923.650879
	Iteration 59Q: 3 clusters Score -4218680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4218681.500000 Penalty: 4923.650879
	Iteration 60F: 3 clusters Score -4218682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4218674.000000 Penalty: 4923.650879
	Iteration 61Q: 3 clusters Score -4218674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4218681.500000 Penalty: 4923.650879
	Iteration 62Q: 3 clusters Score -4218682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4218683.000000 Penalty: 4923.650879
	Iteration 63Q: 3 clusters Score -4218683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4218683.000000 Penalty: 4923.650879
	Iteration 64F: 3 clusters Score -4218683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Entering Unmasked Estep 
Score: -5104556.000000 Penalty: 2523.353271
	Iteration 0F: 2 clusters Score -5104556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -5086549.000000 Penalty: 5046.706543
	Iteration 0F: 3 clusters Score -5086549 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -5093012.000000 Penalty: 5046.706543
	Iteration 1F: 3 clusters Score -5093012 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5093407.500000 Penalty: 5046.706543
	Iteration 2Q: 3 clusters Score -5093408 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5093740.500000 Penalty: 5046.706543
	Iteration 3Q: 3 clusters Score -5093740 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5094022.500000 Penalty: 5046.706543
	Iteration 4Q: 3 clusters Score -5094022 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -5094326.500000 Penalty: 5046.706543
	Iteration 5Q: 3 clusters Score -5094326 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5094597.500000 Penalty: 5046.706543
	Iteration 6Q: 3 clusters Score -5094598 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -5094908.000000 Penalty: 5046.706543
	Iteration 7Q: 3 clusters Score -5094908 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -5095296.000000 Penalty: 5046.706543
	Iteration 8Q: 3 clusters Score -5095296 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -5095931.500000 Penalty: 5046.706543
	Iteration 9Q: 3 clusters Score -5095932 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -5096722.000000 Penalty: 5046.706543
	Iteration 10Q: 3 clusters Score -5096722 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -5097655.000000 Penalty: 5046.706543
	Iteration 11Q: 3 clusters Score -5097655 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -5098517.500000 Penalty: 5046.706543
	Iteration 12Q: 3 clusters Score -5098518 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5099310.500000 Penalty: 5046.706543
	Iteration 13Q: 3 clusters Score -5099310 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -5099950.500000 Penalty: 5046.706543
	Iteration 14Q: 3 clusters Score -5099950 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5100399.000000 Penalty: 5046.706543
	Iteration 15Q: 3 clusters Score -5100399 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5100746.500000 Penalty: 5046.706543
	Iteration 16Q: 3 clusters Score -5100746 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -5101028.500000 Penalty: 5046.706543
	Iteration 17Q: 3 clusters Score -5101028 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5101224.000000 Penalty: 5046.706543
	Iteration 18Q: 3 clusters Score -5101224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5101370.500000 Penalty: 5046.706543
	Iteration 19Q: 3 clusters Score -5101370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5101517.000000 Penalty: 5046.706543
	Iteration 20F: 3 clusters Score -5101517 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5101613.500000 Penalty: 5046.706543
	Iteration 21Q: 3 clusters Score -5101614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5101724.000000 Penalty: 5046.706543
	Iteration 22Q: 3 clusters Score -5101724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5101796.500000 Penalty: 5046.706543
	Iteration 23Q: 3 clusters Score -5101796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5101875.000000 Penalty: 5046.706543
	Iteration 24Q: 3 clusters Score -5101875 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5101938.000000 Penalty: 5046.706543
	Iteration 25Q: 3 clusters Score -5101938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5102007.000000 Penalty: 5046.706543
	Iteration 26Q: 3 clusters Score -5102007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5102066.500000 Penalty: 5046.706543
	Iteration 27Q: 3 clusters Score -5102066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5102104.000000 Penalty: 5046.706543
	Iteration 28Q: 3 clusters Score -5102104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5102138.000000 Penalty: 5046.706543
	Iteration 29Q: 3 clusters Score -5102138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5102170.000000 Penalty: 5046.706543
	Iteration 30Q: 3 clusters Score -5102170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5102197.000000 Penalty: 5046.706543
	Iteration 31Q: 3 clusters Score -5102197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5102216.000000 Penalty: 5046.706543
	Iteration 32Q: 3 clusters Score -5102216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5102243.500000 Penalty: 5046.706543
	Iteration 33Q: 3 clusters Score -5102244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5102256.500000 Penalty: 5046.706543
	Iteration 34Q: 3 clusters Score -5102256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5102263.500000 Penalty: 5046.706543
	Iteration 35Q: 3 clusters Score -5102264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5102275.500000 Penalty: 5046.706543
	Iteration 36Q: 3 clusters Score -5102276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5102286.000000 Penalty: 5046.706543
	Iteration 37Q: 3 clusters Score -5102286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5102292.500000 Penalty: 5046.706543
	Iteration 38Q: 3 clusters Score -5102292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5102297.000000 Penalty: 5046.706543
	Iteration 39Q: 3 clusters Score -5102297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5102299.500000 Penalty: 5046.706543
	Iteration 40F: 3 clusters Score -5102300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5102302.000000 Penalty: 5046.706543
	Iteration 41Q: 3 clusters Score -5102302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5102300.500000 Penalty: 5046.706543
	Iteration 42Q: 3 clusters Score -5102300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5102303.500000 Penalty: 5046.706543
	Iteration 43Q: 3 clusters Score -5102304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5102307.500000 Penalty: 5046.706543
	Iteration 44Q: 3 clusters Score -5102308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5102306.000000 Penalty: 5046.706543
	Iteration 45Q: 3 clusters Score -5102306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5102304.500000 Penalty: 5046.706543
	Iteration 46Q: 3 clusters Score -5102304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5102304.500000 Penalty: 5046.706543
	Iteration 47F: 3 clusters Score -5102304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -184216.515625 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184216.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -184464.484375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184464.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -184546.281250 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184546.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -184584.015625 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -184603.765625 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184603.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -184610.234375 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184610.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -184616.328125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -184618.078125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -184621.046875 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -184624.953125 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -184626.890625 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184626.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -184630.953125 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -184634.953125 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -184643.828125 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184646.687500 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184650.921875 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184654.078125 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -184654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -184654.312500 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -184654.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -184657.015625 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -184657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -184658.000000 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -184658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -184658.796875 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -184658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -3749972.750000 Penalty: 2432.130127
	Iteration 0F: 2 clusters Score -3749973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -3738396.500000 Penalty: 4864.260254
	Iteration 0F: 3 clusters Score -3738396 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3742568.250000 Penalty: 4864.260254
	Iteration 1F: 3 clusters Score -3742568 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3742915.500000 Penalty: 4864.260254
	Iteration 2F: 3 clusters Score -3742916 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3743167.500000 Penalty: 4864.260254
	Iteration 3Q: 3 clusters Score -3743168 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -3743371.750000 Penalty: 4864.260254
	Iteration 4Q: 3 clusters Score -3743372 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3743559.000000 Penalty: 4864.260254
	Iteration 5Q: 3 clusters Score -3743559 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3743704.500000 Penalty: 4864.260254
	Iteration 6Q: 3 clusters Score -3743704 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3743881.250000 Penalty: 4864.260254
	Iteration 7Q: 3 clusters Score -3743881 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -3744034.500000 Penalty: 4864.260254
	Iteration 8Q: 3 clusters Score -3744034 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3744228.500000 Penalty: 4864.260254
	Iteration 9Q: 3 clusters Score -3744228 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3744512.750000 Penalty: 4864.260254
	Iteration 10Q: 3 clusters Score -3744513 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3744864.750000 Penalty: 4864.260254
	Iteration 11Q: 3 clusters Score -3744865 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3745470.250000 Penalty: 4864.260254
	Iteration 12Q: 3 clusters Score -3745470 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3746087.750000 Penalty: 4864.260254
	Iteration 13F: 3 clusters Score -3746088 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3746626.000000 Penalty: 4864.260254
	Iteration 14F: 3 clusters Score -3746626 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3746971.250000 Penalty: 4864.260254
	Iteration 15Q: 3 clusters Score -3746971 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -3747336.000000 Penalty: 4864.260254
	Iteration 16Q: 3 clusters Score -3747336 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3747473.000000 Penalty: 4864.260254
	Iteration 17Q: 3 clusters Score -3747473 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3747613.500000 Penalty: 4864.260254
	Iteration 18Q: 3 clusters Score -3747614 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3747777.500000 Penalty: 4864.260254
	Iteration 19Q: 3 clusters Score -3747778 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3747838.000000 Penalty: 4864.260254
	Iteration 20F: 3 clusters Score -3747838 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3747926.000000 Penalty: 4864.260254
	Iteration 21Q: 3 clusters Score -3747926 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3747941.000000 Penalty: 4864.260254
	Iteration 22Q: 3 clusters Score -3747941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3748003.000000 Penalty: 4864.260254
	Iteration 23Q: 3 clusters Score -3748003 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3747997.500000 Penalty: 4864.260254
	Iteration 24Q: 3 clusters Score -3747998 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -3747998.250000 Penalty: 4864.260254
	Iteration 25Q: 3 clusters Score -3747998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3747930.000000 Penalty: 4864.260254
	Iteration 26Q: 3 clusters Score -3747930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3747855.250000 Penalty: 4864.260254
	Iteration 27Q: 3 clusters Score -3747855 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3747877.250000 Penalty: 4864.260254
	Iteration 28Q: 3 clusters Score -3747877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3747909.750000 Penalty: 4864.260254
	Iteration 29Q: 3 clusters Score -3747910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -3747938.500000 Penalty: 4864.260254
	Iteration 30Q: 3 clusters Score -3747938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3747884.500000 Penalty: 4864.260254
	Iteration 31Q: 3 clusters Score -3747884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3747861.250000 Penalty: 4864.260254
	Iteration 32Q: 3 clusters Score -3747861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3747859.500000 Penalty: 4864.260254
	Iteration 33Q: 3 clusters Score -3747860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3747835.250000 Penalty: 4864.260254
	Iteration 34Q: 3 clusters Score -3747835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3747828.500000 Penalty: 4864.260254
	Iteration 35Q: 3 clusters Score -3747828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3747845.500000 Penalty: 4864.260254
	Iteration 36Q: 3 clusters Score -3747846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3747816.000000 Penalty: 4864.260254
	Iteration 37Q: 3 clusters Score -3747816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3747838.250000 Penalty: 4864.260254
	Iteration 38Q: 3 clusters Score -3747838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3747780.750000 Penalty: 4864.260254
	Iteration 39Q: 3 clusters Score -3747781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3747781.250000 Penalty: 4864.260254
	Iteration 40F: 3 clusters Score -3747781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3747736.000000 Penalty: 4864.260254
	Iteration 41Q: 3 clusters Score -3747736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3747731.000000 Penalty: 4864.260254
	Iteration 42Q: 3 clusters Score -3747731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -3747720.000000 Penalty: 4864.260254
	Iteration 43Q: 3 clusters Score -3747720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3747715.000000 Penalty: 4864.260254
	Iteration 44Q: 3 clusters Score -3747715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -3747717.250000 Penalty: 4864.260254
	Iteration 45Q: 3 clusters Score -3747717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3747707.500000 Penalty: 4864.260254
	Iteration 46Q: 3 clusters Score -3747708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3747696.250000 Penalty: 4864.260254
	Iteration 47Q: 3 clusters Score -3747696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3747681.750000 Penalty: 4864.260254
	Iteration 48Q: 3 clusters Score -3747682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3747686.750000 Penalty: 4864.260254
	Iteration 49Q: 3 clusters Score -3747687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -3747713.500000 Penalty: 4864.260254
	Iteration 50Q: 3 clusters Score -3747714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3747697.250000 Penalty: 4864.260254
	Iteration 51Q: 3 clusters Score -3747697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3747699.500000 Penalty: 4864.260254
	Iteration 52Q: 3 clusters Score -3747700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -3747701.000000 Penalty: 4864.260254
	Iteration 53Q: 3 clusters Score -3747701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3747727.000000 Penalty: 4864.260254
	Iteration 54Q: 3 clusters Score -3747727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3747727.000000 Penalty: 4864.260254
	Iteration 55F: 3 clusters Score -3747727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Entering Unmasked Estep 
Score: -3850896.250000 Penalty: 2438.680176
	Iteration 0F: 2 clusters Score -3850896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3839012.750000 Penalty: 4877.360352
	Iteration 0F: 3 clusters Score -3839013 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3843336.750000 Penalty: 4877.360352
	Iteration 1F: 3 clusters Score -3843337 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3843721.500000 Penalty: 4877.360352
	Iteration 2F: 3 clusters Score -3843722 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3844044.500000 Penalty: 4877.360352
	Iteration 3Q: 3 clusters Score -3844044 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3844283.750000 Penalty: 4877.360352
	Iteration 4Q: 3 clusters Score -3844284 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -3844488.500000 Penalty: 4877.360352
	Iteration 5Q: 3 clusters Score -3844488 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3844668.000000 Penalty: 4877.360352
	Iteration 6F: 3 clusters Score -3844668 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3844935.250000 Penalty: 4877.360352
	Iteration 7F: 3 clusters Score -3844935 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3845750.750000 Penalty: 4877.360352
	Iteration 8F: 3 clusters Score -3845751 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3846756.250000 Penalty: 4877.360352
	Iteration 9F: 3 clusters Score -3846756 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3847752.750000 Penalty: 4877.360352
	Iteration 10F: 3 clusters Score -3847753 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3848124.500000 Penalty: 4877.360352
	Iteration 11Q: 3 clusters Score -3848124 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3848525.250000 Penalty: 4877.360352
	Iteration 12Q: 3 clusters Score -3848525 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -3848718.750000 Penalty: 4877.360352
	Iteration 13Q: 3 clusters Score -3848719 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3848857.250000 Penalty: 4877.360352
	Iteration 14Q: 3 clusters Score -3848857 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3848879.750000 Penalty: 4877.360352
	Iteration 15Q: 3 clusters Score -3848880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3848892.750000 Penalty: 4877.360352
	Iteration 16Q: 3 clusters Score -3848893 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3848910.250000 Penalty: 4877.360352
	Iteration 17Q: 3 clusters Score -3848910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -3848900.500000 Penalty: 4877.360352
	Iteration 18Q: 3 clusters Score -3848900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3848927.750000 Penalty: 4877.360352
	Iteration 19Q: 3 clusters Score -3848928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3848924.500000 Penalty: 4877.360352
	Iteration 20F: 3 clusters Score -3848924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3848943.750000 Penalty: 4877.360352
	Iteration 21Q: 3 clusters Score -3848944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3848959.750000 Penalty: 4877.360352
	Iteration 22Q: 3 clusters Score -3848960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3848983.500000 Penalty: 4877.360352
	Iteration 23Q: 3 clusters Score -3848984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3848979.750000 Penalty: 4877.360352
	Iteration 24Q: 3 clusters Score -3848980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3848986.250000 Penalty: 4877.360352
	Iteration 25Q: 3 clusters Score -3848986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3848995.500000 Penalty: 4877.360352
	Iteration 26Q: 3 clusters Score -3848996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3849008.750000 Penalty: 4877.360352
	Iteration 27Q: 3 clusters Score -3849009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3848977.000000 Penalty: 4877.360352
	Iteration 28Q: 3 clusters Score -3848977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3848989.750000 Penalty: 4877.360352
	Iteration 29Q: 3 clusters Score -3848990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3849007.500000 Penalty: 4877.360352
	Iteration 30Q: 3 clusters Score -3849008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3848991.750000 Penalty: 4877.360352
	Iteration 31Q: 3 clusters Score -3848992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3849000.500000 Penalty: 4877.360352
	Iteration 32Q: 3 clusters Score -3849000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3849004.250000 Penalty: 4877.360352
	Iteration 33Q: 3 clusters Score -3849004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3848992.750000 Penalty: 4877.360352
	Iteration 34Q: 3 clusters Score -3848993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3849004.500000 Penalty: 4877.360352
	Iteration 35Q: 3 clusters Score -3849004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3849005.250000 Penalty: 4877.360352
	Iteration 36Q: 3 clusters Score -3849005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3848991.000000 Penalty: 4877.360352
	Iteration 37Q: 3 clusters Score -3848991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3848999.750000 Penalty: 4877.360352
	Iteration 38Q: 3 clusters Score -3849000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3849023.500000 Penalty: 4877.360352
	Iteration 39Q: 3 clusters Score -3849024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3849023.500000 Penalty: 4877.360352
	Iteration 40F: 3 clusters Score -3849024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (25025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Entering Unmasked Estep 
Score: -5136843.000000 Penalty: 2511.652344
	Iteration 0F: 2 clusters Score -5136843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5121947.000000 Penalty: 5023.304688
	Iteration 0F: 3 clusters Score -5121947 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -5127610.000000 Penalty: 5023.304688
	Iteration 1F: 3 clusters Score -5127610 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -5127991.500000 Penalty: 5023.304688
	Iteration 2F: 3 clusters Score -5127992 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -5128291.500000 Penalty: 5023.304688
	Iteration 3Q: 3 clusters Score -5128292 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -5128542.500000 Penalty: 5023.304688
	Iteration 4Q: 3 clusters Score -5128542 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5128742.000000 Penalty: 5023.304688
	Iteration 5Q: 3 clusters Score -5128742 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -5128898.000000 Penalty: 5023.304688
	Iteration 6Q: 3 clusters Score -5128898 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5129034.000000 Penalty: 5023.304688
	Iteration 7Q: 3 clusters Score -5129034 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -5129196.500000 Penalty: 5023.304688
	Iteration 8Q: 3 clusters Score -5129196 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -5129277.000000 Penalty: 5023.304688
	Iteration 9Q: 3 clusters Score -5129277 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5129339.500000 Penalty: 5023.304688
	Iteration 10Q: 3 clusters Score -5129340 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -5129434.500000 Penalty: 5023.304688
	Iteration 11Q: 3 clusters Score -5129434 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -5129563.500000 Penalty: 5023.304688
	Iteration 12Q: 3 clusters Score -5129564 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -5129731.000000 Penalty: 5023.304688
	Iteration 13Q: 3 clusters Score -5129731 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -5129878.000000 Penalty: 5023.304688
	Iteration 14Q: 3 clusters Score -5129878 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5130115.500000 Penalty: 5023.304688
	Iteration 15Q: 3 clusters Score -5130116 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -5130397.000000 Penalty: 5023.304688
	Iteration 16Q: 3 clusters Score -5130397 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5130818.000000 Penalty: 5023.304688
	Iteration 17Q: 3 clusters Score -5130818 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5131180.000000 Penalty: 5023.304688
	Iteration 18Q: 3 clusters Score -5131180 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -5131562.000000 Penalty: 5023.304688
	Iteration 19Q: 3 clusters Score -5131562 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -5131868.500000 Penalty: 5023.304688
	Iteration 20F: 3 clusters Score -5131868 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5132079.500000 Penalty: 5023.304688
	Iteration 21Q: 3 clusters Score -5132080 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5132211.000000 Penalty: 5023.304688
	Iteration 22Q: 3 clusters Score -5132211 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -5132327.500000 Penalty: 5023.304688
	Iteration 23Q: 3 clusters Score -5132328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5132463.500000 Penalty: 5023.304688
	Iteration 24Q: 3 clusters Score -5132464 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -5132557.000000 Penalty: 5023.304688
	Iteration 25Q: 3 clusters Score -5132557 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5132760.500000 Penalty: 5023.304688
	Iteration 26Q: 3 clusters Score -5132760 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -5132937.500000 Penalty: 5023.304688
	Iteration 27Q: 3 clusters Score -5132938 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -5133191.000000 Penalty: 5023.304688
	Iteration 28Q: 3 clusters Score -5133191 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -5133448.000000 Penalty: 5023.304688
	Iteration 29Q: 3 clusters Score -5133448 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5133726.500000 Penalty: 5023.304688
	Iteration 30Q: 3 clusters Score -5133726 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5134104.000000 Penalty: 5023.304688
	Iteration 31Q: 3 clusters Score -5134104 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5134342.500000 Penalty: 5023.304688
	Iteration 32Q: 3 clusters Score -5134342 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -5134617.500000 Penalty: 5023.304688
	Iteration 33Q: 3 clusters Score -5134618 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -5134772.500000 Penalty: 5023.304688
	Iteration 34Q: 3 clusters Score -5134772 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -5134900.000000 Penalty: 5023.304688
	Iteration 35Q: 3 clusters Score -5134900 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5135005.500000 Penalty: 5023.304688
	Iteration 36Q: 3 clusters Score -5135006 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5135030.000000 Penalty: 5023.304688
	Iteration 37Q: 3 clusters Score -5135030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5135096.500000 Penalty: 5023.304688
	Iteration 38Q: 3 clusters Score -5135096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5135111.500000 Penalty: 5023.304688
	Iteration 39Q: 3 clusters Score -5135112 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -5135355.000000 Penalty: 5023.304688
	Iteration 40F: 3 clusters Score -5135355 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -5135494.500000 Penalty: 5023.304688
	Iteration 41Q: 3 clusters Score -5135494 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -5135635.000000 Penalty: 5023.304688
	Iteration 42Q: 3 clusters Score -5135635 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -5135765.500000 Penalty: 5023.304688
	Iteration 43Q: 3 clusters Score -5135766 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -5135888.500000 Penalty: 5023.304688
	Iteration 44Q: 3 clusters Score -5135888 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5135999.500000 Penalty: 5023.304688
	Iteration 45Q: 3 clusters Score -5136000 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5136029.500000 Penalty: 5023.304688
	Iteration 46Q: 3 clusters Score -5136030 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5136083.500000 Penalty: 5023.304688
	Iteration 47Q: 3 clusters Score -5136084 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -5136082.000000 Penalty: 5023.304688
	Iteration 48Q: 3 clusters Score -5136082 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5136083.500000 Penalty: 5023.304688
	Iteration 49Q: 3 clusters Score -5136084 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -5136000.500000 Penalty: 5023.304688
	Iteration 50Q: 3 clusters Score -5136000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -5135919.000000 Penalty: 5023.304688
	Iteration 51Q: 3 clusters Score -5135919 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -5135891.000000 Penalty: 5023.304688
	Iteration 52Q: 3 clusters Score -5135891 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5135807.000000 Penalty: 5023.304688
	Iteration 53Q: 3 clusters Score -5135807 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5135776.500000 Penalty: 5023.304688
	Iteration 54Q: 3 clusters Score -5135776 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -5135724.500000 Penalty: 5023.304688
	Iteration 55Q: 3 clusters Score -5135724 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -5135643.000000 Penalty: 5023.304688
	Iteration 56Q: 3 clusters Score -5135643 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -5135572.500000 Penalty: 5023.304688
	Iteration 57Q: 3 clusters Score -5135572 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -5135525.500000 Penalty: 5023.304688
	Iteration 58Q: 3 clusters Score -5135526 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -5135498.500000 Penalty: 5023.304688
	Iteration 59Q: 3 clusters Score -5135498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5135624.000000 Penalty: 5023.304688
	Iteration 60F: 3 clusters Score -5135624 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -5135556.000000 Penalty: 5023.304688
	Iteration 61Q: 3 clusters Score -5135556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -5135514.500000 Penalty: 5023.304688
	Iteration 62Q: 3 clusters Score -5135514 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5135459.500000 Penalty: 5023.304688
	Iteration 63Q: 3 clusters Score -5135460 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -5135403.500000 Penalty: 5023.304688
	Iteration 64Q: 3 clusters Score -5135404 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -5135334.000000 Penalty: 5023.304688
	Iteration 65Q: 3 clusters Score -5135334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -5135279.000000 Penalty: 5023.304688
	Iteration 66Q: 3 clusters Score -5135279 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -5135240.000000 Penalty: 5023.304688
	Iteration 67Q: 3 clusters Score -5135240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -5135195.500000 Penalty: 5023.304688
	Iteration 68Q: 3 clusters Score -5135196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -5135183.000000 Penalty: 5023.304688
	Iteration 69Q: 3 clusters Score -5135183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5135159.000000 Penalty: 5023.304688
	Iteration 70Q: 3 clusters Score -5135159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -5135126.500000 Penalty: 5023.304688
	Iteration 71Q: 3 clusters Score -5135126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -5135126.000000 Penalty: 5023.304688
	Iteration 72Q: 3 clusters Score -5135126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -5135117.500000 Penalty: 5023.304688
	Iteration 73Q: 3 clusters Score -5135118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -5135089.500000 Penalty: 5023.304688
	Iteration 74Q: 3 clusters Score -5135090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -5135088.000000 Penalty: 5023.304688
	Iteration 75Q: 3 clusters Score -5135088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5135093.000000 Penalty: 5023.304688
	Iteration 76Q: 3 clusters Score -5135093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -5135084.500000 Penalty: 5023.304688
	Iteration 77Q: 3 clusters Score -5135084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -5135094.500000 Penalty: 5023.304688
	Iteration 78Q: 3 clusters Score -5135094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -5135078.000000 Penalty: 5023.304688
	Iteration 79Q: 3 clusters Score -5135078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -5135065.500000 Penalty: 5023.304688
	Iteration 80F: 3 clusters Score -5135066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -5135063.500000 Penalty: 5023.304688
	Iteration 81Q: 3 clusters Score -5135064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5135063.000000 Penalty: 5023.304688
	Iteration 82Q: 3 clusters Score -5135063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -5135068.000000 Penalty: 5023.304688
	Iteration 83Q: 3 clusters Score -5135068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5135051.500000 Penalty: 5023.304688
	Iteration 84Q: 3 clusters Score -5135052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -5135056.000000 Penalty: 5023.304688
	Iteration 85Q: 3 clusters Score -5135056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5135053.000000 Penalty: 5023.304688
	Iteration 86Q: 3 clusters Score -5135053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5135039.000000 Penalty: 5023.304688
	Iteration 87Q: 3 clusters Score -5135039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5135025.000000 Penalty: 5023.304688
	Iteration 88Q: 3 clusters Score -5135025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5135024.000000 Penalty: 5023.304688
	Iteration 89Q: 3 clusters Score -5135024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5135009.000000 Penalty: 5023.304688
	Iteration 90Q: 3 clusters Score -5135009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5135012.000000 Penalty: 5023.304688
	Iteration 91Q: 3 clusters Score -5135012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -5135014.500000 Penalty: 5023.304688
	Iteration 92Q: 3 clusters Score -5135014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5135008.500000 Penalty: 5023.304688
	Iteration 93Q: 3 clusters Score -5135008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5135008.500000 Penalty: 5023.304688
	Iteration 94F: 3 clusters Score -5135008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (18927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Entering Unmasked Estep 
Score: -3882555.000000 Penalty: 2442.389404
	Iteration 0F: 2 clusters Score -3882555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3870532.500000 Penalty: 4884.778809
	Iteration 0F: 3 clusters Score -3870532 nChanged 8353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3874921.000000 Penalty: 4884.778809
	Iteration 1F: 3 clusters Score -3874921 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3875253.500000 Penalty: 4884.778809
	Iteration 2F: 3 clusters Score -3875254 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3875481.250000 Penalty: 4884.778809
	Iteration 3Q: 3 clusters Score -3875481 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3875660.000000 Penalty: 4884.778809
	Iteration 4Q: 3 clusters Score -3875660 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3875851.250000 Penalty: 4884.778809
	Iteration 5Q: 3 clusters Score -3875851 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3876046.000000 Penalty: 4884.778809
	Iteration 6Q: 3 clusters Score -3876046 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3876316.500000 Penalty: 4884.778809
	Iteration 7Q: 3 clusters Score -3876316 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3876611.000000 Penalty: 4884.778809
	Iteration 8Q: 3 clusters Score -3876611 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3876960.000000 Penalty: 4884.778809
	Iteration 9Q: 3 clusters Score -3876960 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3877399.500000 Penalty: 4884.778809
	Iteration 10F: 3 clusters Score -3877400 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -3877942.250000 Penalty: 4884.778809
	Iteration 11F: 3 clusters Score -3877942 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3878526.000000 Penalty: 4884.778809
	Iteration 12F: 3 clusters Score -3878526 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3879084.500000 Penalty: 4884.778809
	Iteration 13Q: 3 clusters Score -3879084 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3879516.250000 Penalty: 4884.778809
	Iteration 14Q: 3 clusters Score -3879516 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3879855.250000 Penalty: 4884.778809
	Iteration 15Q: 3 clusters Score -3879855 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3880091.250000 Penalty: 4884.778809
	Iteration 16Q: 3 clusters Score -3880091 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3880196.250000 Penalty: 4884.778809
	Iteration 17Q: 3 clusters Score -3880196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3880269.250000 Penalty: 4884.778809
	Iteration 18Q: 3 clusters Score -3880269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3880308.250000 Penalty: 4884.778809
	Iteration 19Q: 3 clusters Score -3880308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3880329.500000 Penalty: 4884.778809
	Iteration 20F: 3 clusters Score -3880330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3880350.750000 Penalty: 4884.778809
	Iteration 21Q: 3 clusters Score -3880351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3880370.250000 Penalty: 4884.778809
	Iteration 22Q: 3 clusters Score -3880370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3880381.250000 Penalty: 4884.778809
	Iteration 23Q: 3 clusters Score -3880381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3880385.750000 Penalty: 4884.778809
	Iteration 24Q: 3 clusters Score -3880386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3880391.250000 Penalty: 4884.778809
	Iteration 25Q: 3 clusters Score -3880391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3880392.500000 Penalty: 4884.778809
	Iteration 26Q: 3 clusters Score -3880392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3880394.500000 Penalty: 4884.778809
	Iteration 27Q: 3 clusters Score -3880394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3880396.000000 Penalty: 4884.778809
	Iteration 28Q: 3 clusters Score -3880396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3880396.500000 Penalty: 4884.778809
	Iteration 29Q: 3 clusters Score -3880396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3880396.500000 Penalty: 4884.778809
	Iteration 30F: 3 clusters Score -3880396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Entering Unmasked Estep 
Score: -4076732.750000 Penalty: 2452.781982
	Iteration 0F: 2 clusters Score -4076733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4064551.500000 Penalty: 4905.563965
	Iteration 0F: 3 clusters Score -4064552 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4069118.750000 Penalty: 4905.563965
	Iteration 1F: 3 clusters Score -4069119 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4069535.000000 Penalty: 4905.563965
	Iteration 2F: 3 clusters Score -4069535 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -4069884.250000 Penalty: 4905.563965
	Iteration 3F: 3 clusters Score -4069884 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4070210.750000 Penalty: 4905.563965
	Iteration 4Q: 3 clusters Score -4070211 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -4070549.250000 Penalty: 4905.563965
	Iteration 5F: 3 clusters Score -4070549 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4070918.000000 Penalty: 4905.563965
	Iteration 6F: 3 clusters Score -4070918 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4071415.000000 Penalty: 4905.563965
	Iteration 7F: 3 clusters Score -4071415 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -4072123.750000 Penalty: 4905.563965
	Iteration 8F: 3 clusters Score -4072124 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -4073084.750000 Penalty: 4905.563965
	Iteration 9F: 3 clusters Score -4073085 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4074079.750000 Penalty: 4905.563965
	Iteration 10F: 3 clusters Score -4074080 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4074540.000000 Penalty: 4905.563965
	Iteration 11Q: 3 clusters Score -4074540 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4074815.250000 Penalty: 4905.563965
	Iteration 12Q: 3 clusters Score -4074815 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4075034.250000 Penalty: 4905.563965
	Iteration 13Q: 3 clusters Score -4075034 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4075229.250000 Penalty: 4905.563965
	Iteration 14Q: 3 clusters Score -4075229 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4075296.750000 Penalty: 4905.563965
	Iteration 15Q: 3 clusters Score -4075297 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4075394.500000 Penalty: 4905.563965
	Iteration 16Q: 3 clusters Score -4075394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -4075401.250000 Penalty: 4905.563965
	Iteration 17Q: 3 clusters Score -4075401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4075352.750000 Penalty: 4905.563965
	Iteration 18Q: 3 clusters Score -4075353 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4075389.500000 Penalty: 4905.563965
	Iteration 19Q: 3 clusters Score -4075390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4075393.000000 Penalty: 4905.563965
	Iteration 20F: 3 clusters Score -4075393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4075444.250000 Penalty: 4905.563965
	Iteration 21Q: 3 clusters Score -4075444 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4075434.000000 Penalty: 4905.563965
	Iteration 22Q: 3 clusters Score -4075434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4075439.500000 Penalty: 4905.563965
	Iteration 23Q: 3 clusters Score -4075440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4075430.500000 Penalty: 4905.563965
	Iteration 24Q: 3 clusters Score -4075430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4075426.750000 Penalty: 4905.563965
	Iteration 25Q: 3 clusters Score -4075427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4075442.500000 Penalty: 4905.563965
	Iteration 26Q: 3 clusters Score -4075442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4075433.250000 Penalty: 4905.563965
	Iteration 27Q: 3 clusters Score -4075433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -4075450.000000 Penalty: 4905.563965
	Iteration 28Q: 3 clusters Score -4075450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4075441.500000 Penalty: 4905.563965
	Iteration 29Q: 3 clusters Score -4075442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -4075456.000000 Penalty: 4905.563965
	Iteration 30Q: 3 clusters Score -4075456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4075454.750000 Penalty: 4905.563965
	Iteration 31Q: 3 clusters Score -4075455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4075444.750000 Penalty: 4905.563965
	Iteration 32Q: 3 clusters Score -4075445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4075442.750000 Penalty: 4905.563965
	Iteration 33Q: 3 clusters Score -4075443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4075442.750000 Penalty: 4905.563965
	Iteration 34F: 3 clusters Score -4075443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27970 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28906 members 
Mstep: Class 5 contains 25678 members 
Mstep: Class 6 contains 9191 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26935 members 
Mstep: Class 9 contains 8432 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14246 members 
Mstep: Class 12 contains 18124 members 
Mstep: Class 13 contains 22117 members 
Mstep: Class 14 contains 21711 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27711 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26572 members 
Mstep: Class 21 contains 27258 members 
Mstep: Class 22 contains 34558 members 
Mstep: Class 23 contains 26560 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37536 members 
Mstep: Class 26 contains 28025 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17178 members 
Mstep: Class 29 contains 19683 members 
Mstep: Class 30 contains 19579 members 
Mstep: Class 31 contains 31270 members 
Mstep: Class 32 contains 28884 members 
Mstep: Class 33 contains 28668 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29632 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7949 members 
Mstep: Class 38 contains 25978 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24857 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19600 members 
Mstep: Class 43 contains 25138 members 
Mstep: Class 44 contains 19295 members 
Mstep: Class 45 contains 3835 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20064 members 
Mstep: Class 48 contains 20470 members 
Mstep: Class 49 contains 26234 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18160 members 
Mstep: Class 52 contains 18646 members 
Mstep: Class 53 contains 25025 members 
Mstep: Class 54 contains 18927 members 
Mstep: Class 55 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484704.000000 Penalty: 187370.656250
Iteration 439Q: 56 clusters Score -1.774847e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27969 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28908 members 
Mstep: Class 5 contains 25677 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26931 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14242 members 
Mstep: Class 12 contains 18119 members 
Mstep: Class 13 contains 22123 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 17303 members 
Mstep: Class 16 contains 3562 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 27249 members 
Mstep: Class 22 contains 34565 members 
Mstep: Class 23 contains 26566 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 37533 members 
Mstep: Class 26 contains 28000 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17184 members 
Mstep: Class 29 contains 19689 members 
Mstep: Class 30 contains 19587 members 
Mstep: Class 31 contains 31277 members 
Mstep: Class 32 contains 28886 members 
Mstep: Class 33 contains 28657 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29642 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 25981 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24888 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19593 members 
Mstep: Class 43 contains 25135 members 
Mstep: Class 44 contains 19282 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20055 members 
Mstep: Class 48 contains 20460 members 
Mstep: Class 49 contains 26257 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18163 members 
Mstep: Class 52 contains 18645 members 
Mstep: Class 53 contains 25029 members 
Mstep: Class 54 contains 18940 members 
Mstep: Class 55 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484864.000000 Penalty: 187370.656250
Iteration 440F: 56 clusters Score -1.774849e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27964 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28911 members 
Mstep: Class 5 contains 25679 members 
Mstep: Class 6 contains 9192 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26929 members 
Mstep: Class 9 contains 8421 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14238 members 
Mstep: Class 12 contains 18119 members 
Mstep: Class 13 contains 22121 members 
Mstep: Class 14 contains 21692 members 
Mstep: Class 15 contains 17298 members 
Mstep: Class 16 contains 3555 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 27714 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26577 members 
Mstep: Class 21 contains 27260 members 
Mstep: Class 22 contains 34561 members 
Mstep: Class 23 contains 26570 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37533 members 
Mstep: Class 26 contains 27974 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17183 members 
Mstep: Class 29 contains 19684 members 
Mstep: Class 30 contains 19586 members 
Mstep: Class 31 contains 31276 members 
Mstep: Class 32 contains 28883 members 
Mstep: Class 33 contains 28650 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29647 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7949 members 
Mstep: Class 38 contains 25984 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24914 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19591 members 
Mstep: Class 43 contains 25137 members 
Mstep: Class 44 contains 19275 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20051 members 
Mstep: Class 48 contains 20462 members 
Mstep: Class 49 contains 26269 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18158 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25037 members 
Mstep: Class 54 contains 18955 members 
Mstep: Class 55 contains 19738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484768.000000 Penalty: 187370.656250
Iteration 441Q: 56 clusters Score -1.774848e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28906 members 
Mstep: Class 5 contains 25679 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26928 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14227 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 22129 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 17295 members 
Mstep: Class 16 contains 3552 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27709 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26582 members 
Mstep: Class 21 contains 27262 members 
Mstep: Class 22 contains 34562 members 
Mstep: Class 23 contains 26573 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37534 members 
Mstep: Class 26 contains 27948 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17182 members 
Mstep: Class 29 contains 19689 members 
Mstep: Class 30 contains 19580 members 
Mstep: Class 31 contains 31284 members 
Mstep: Class 32 contains 28903 members 
Mstep: Class 33 contains 28641 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29653 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7951 members 
Mstep: Class 38 contains 25983 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24940 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19593 members 
Mstep: Class 43 contains 25134 members 
Mstep: Class 44 contains 19265 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20041 members 
Mstep: Class 48 contains 20458 members 
Mstep: Class 49 contains 26281 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18153 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 18969 members 
Mstep: Class 55 contains 19743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484800.000000 Penalty: 187370.656250
Iteration 442Q: 56 clusters Score -1.774848e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27967 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28897 members 
Mstep: Class 5 contains 25674 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26930 members 
Mstep: Class 9 contains 8411 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14226 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 17292 members 
Mstep: Class 16 contains 3548 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26590 members 
Mstep: Class 21 contains 27271 members 
Mstep: Class 22 contains 34554 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 2156 members 
Mstep: Class 25 contains 37531 members 
Mstep: Class 26 contains 27928 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 19684 members 
Mstep: Class 30 contains 19590 members 
Mstep: Class 31 contains 31281 members 
Mstep: Class 32 contains 28911 members 
Mstep: Class 33 contains 28631 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29656 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7952 members 
Mstep: Class 38 contains 25987 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24971 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19596 members 
Mstep: Class 43 contains 25128 members 
Mstep: Class 44 contains 19259 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20039 members 
Mstep: Class 48 contains 20455 members 
Mstep: Class 49 contains 26288 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18153 members 
Mstep: Class 52 contains 18646 members 
Mstep: Class 53 contains 25041 members 
Mstep: Class 54 contains 18975 members 
Mstep: Class 55 contains 19743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484512.000000 Penalty: 187370.656250
Iteration 443Q: 56 clusters Score -1.774845e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27967 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28905 members 
Mstep: Class 5 contains 25675 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26933 members 
Mstep: Class 9 contains 8412 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14225 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 22137 members 
Mstep: Class 14 contains 21688 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 27696 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26595 members 
Mstep: Class 21 contains 27271 members 
Mstep: Class 22 contains 34547 members 
Mstep: Class 23 contains 26580 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37527 members 
Mstep: Class 26 contains 27909 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17180 members 
Mstep: Class 29 contains 19684 members 
Mstep: Class 30 contains 19586 members 
Mstep: Class 31 contains 31277 members 
Mstep: Class 32 contains 28914 members 
Mstep: Class 33 contains 28625 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29651 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25981 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 24988 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19597 members 
Mstep: Class 43 contains 25126 members 
Mstep: Class 44 contains 19257 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20038 members 
Mstep: Class 48 contains 20452 members 
Mstep: Class 49 contains 26300 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18152 members 
Mstep: Class 52 contains 18644 members 
Mstep: Class 53 contains 25049 members 
Mstep: Class 54 contains 18981 members 
Mstep: Class 55 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484688.000000 Penalty: 187370.656250
Iteration 444Q: 56 clusters Score -1.774847e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27977 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28904 members 
Mstep: Class 5 contains 25668 members 
Mstep: Class 6 contains 9198 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26934 members 
Mstep: Class 9 contains 8411 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 22145 members 
Mstep: Class 14 contains 21682 members 
Mstep: Class 15 contains 17287 members 
Mstep: Class 16 contains 3541 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27696 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27284 members 
Mstep: Class 22 contains 34536 members 
Mstep: Class 23 contains 26575 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37529 members 
Mstep: Class 26 contains 27886 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17179 members 
Mstep: Class 29 contains 19685 members 
Mstep: Class 30 contains 19583 members 
Mstep: Class 31 contains 31284 members 
Mstep: Class 32 contains 28933 members 
Mstep: Class 33 contains 28624 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29654 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25980 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25008 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19596 members 
Mstep: Class 43 contains 25125 members 
Mstep: Class 44 contains 19253 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20036 members 
Mstep: Class 48 contains 20444 members 
Mstep: Class 49 contains 26311 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18152 members 
Mstep: Class 52 contains 18645 members 
Mstep: Class 53 contains 25050 members 
Mstep: Class 54 contains 18988 members 
Mstep: Class 55 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484672.000000 Penalty: 187370.656250
Iteration 445Q: 56 clusters Score -1.774847e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27980 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28905 members 
Mstep: Class 5 contains 25660 members 
Mstep: Class 6 contains 9197 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26935 members 
Mstep: Class 9 contains 8411 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14220 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 22156 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 17284 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 27697 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27291 members 
Mstep: Class 22 contains 34533 members 
Mstep: Class 23 contains 26573 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37529 members 
Mstep: Class 26 contains 27842 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17177 members 
Mstep: Class 29 contains 19687 members 
Mstep: Class 30 contains 19576 members 
Mstep: Class 31 contains 31288 members 
Mstep: Class 32 contains 28943 members 
Mstep: Class 33 contains 28623 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29663 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25978 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25030 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19593 members 
Mstep: Class 43 contains 25122 members 
Mstep: Class 44 contains 19251 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20037 members 
Mstep: Class 48 contains 20437 members 
Mstep: Class 49 contains 26325 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18152 members 
Mstep: Class 52 contains 18647 members 
Mstep: Class 53 contains 25058 members 
Mstep: Class 54 contains 18989 members 
Mstep: Class 55 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484608.000000 Penalty: 187370.656250
Iteration 446Q: 56 clusters Score -1.774846e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27975 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28909 members 
Mstep: Class 5 contains 25658 members 
Mstep: Class 6 contains 9201 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26937 members 
Mstep: Class 9 contains 8412 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14214 members 
Mstep: Class 12 contains 18118 members 
Mstep: Class 13 contains 22166 members 
Mstep: Class 14 contains 21680 members 
Mstep: Class 15 contains 17286 members 
Mstep: Class 16 contains 3534 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 34538 members 
Mstep: Class 23 contains 26570 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37532 members 
Mstep: Class 26 contains 27801 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17179 members 
Mstep: Class 29 contains 19688 members 
Mstep: Class 30 contains 19574 members 
Mstep: Class 31 contains 31278 members 
Mstep: Class 32 contains 28946 members 
Mstep: Class 33 contains 28626 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29670 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25982 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25045 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19592 members 
Mstep: Class 43 contains 25112 members 
Mstep: Class 44 contains 19246 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20037 members 
Mstep: Class 48 contains 20438 members 
Mstep: Class 49 contains 26356 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18150 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25064 members 
Mstep: Class 54 contains 18990 members 
Mstep: Class 55 contains 19743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484896.000000 Penalty: 187370.656250
Iteration 447Q: 56 clusters Score -1.774849e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27962 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28918 members 
Mstep: Class 5 contains 25653 members 
Mstep: Class 6 contains 9206 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26935 members 
Mstep: Class 9 contains 8413 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14213 members 
Mstep: Class 12 contains 18116 members 
Mstep: Class 13 contains 22187 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 17288 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 27694 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 34541 members 
Mstep: Class 23 contains 26571 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37534 members 
Mstep: Class 26 contains 27767 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17176 members 
Mstep: Class 29 contains 19686 members 
Mstep: Class 30 contains 19577 members 
Mstep: Class 31 contains 31277 members 
Mstep: Class 32 contains 28949 members 
Mstep: Class 33 contains 28620 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29676 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25983 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25061 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19589 members 
Mstep: Class 43 contains 25105 members 
Mstep: Class 44 contains 19239 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20037 members 
Mstep: Class 48 contains 20433 members 
Mstep: Class 49 contains 26393 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18150 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25058 members 
Mstep: Class 54 contains 18997 members 
Mstep: Class 55 contains 19742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485168.000000 Penalty: 187370.656250
Iteration 448Q: 56 clusters Score -1.774852e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27949 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28926 members 
Mstep: Class 5 contains 25645 members 
Mstep: Class 6 contains 9208 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26939 members 
Mstep: Class 9 contains 8407 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14209 members 
Mstep: Class 12 contains 18117 members 
Mstep: Class 13 contains 22196 members 
Mstep: Class 14 contains 21663 members 
Mstep: Class 15 contains 17286 members 
Mstep: Class 16 contains 3531 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 27691 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26559 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 34545 members 
Mstep: Class 23 contains 26570 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37531 members 
Mstep: Class 26 contains 27753 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17168 members 
Mstep: Class 29 contains 19676 members 
Mstep: Class 30 contains 19580 members 
Mstep: Class 31 contains 31275 members 
Mstep: Class 32 contains 28952 members 
Mstep: Class 33 contains 28619 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29678 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25982 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25081 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19586 members 
Mstep: Class 43 contains 25097 members 
Mstep: Class 44 contains 19239 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20035 members 
Mstep: Class 48 contains 20440 members 
Mstep: Class 49 contains 26427 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18147 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25062 members 
Mstep: Class 54 contains 18999 members 
Mstep: Class 55 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485168.000000 Penalty: 187370.656250
Iteration 449Q: 56 clusters Score -1.774852e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27932 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28928 members 
Mstep: Class 5 contains 25650 members 
Mstep: Class 6 contains 9209 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26939 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14211 members 
Mstep: Class 12 contains 18113 members 
Mstep: Class 13 contains 22203 members 
Mstep: Class 14 contains 21651 members 
Mstep: Class 15 contains 17282 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 27685 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26558 members 
Mstep: Class 21 contains 27284 members 
Mstep: Class 22 contains 34546 members 
Mstep: Class 23 contains 26578 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37534 members 
Mstep: Class 26 contains 27738 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17160 members 
Mstep: Class 29 contains 19670 members 
Mstep: Class 30 contains 19585 members 
Mstep: Class 31 contains 31276 members 
Mstep: Class 32 contains 28954 members 
Mstep: Class 33 contains 28622 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29682 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7953 members 
Mstep: Class 38 contains 25985 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25097 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19582 members 
Mstep: Class 43 contains 25089 members 
Mstep: Class 44 contains 19245 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20038 members 
Mstep: Class 48 contains 20434 members 
Mstep: Class 49 contains 26446 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18146 members 
Mstep: Class 52 contains 18648 members 
Mstep: Class 53 contains 25069 members 
Mstep: Class 54 contains 19001 members 
Mstep: Class 55 contains 19739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485136.000000 Penalty: 187370.656250
Iteration 450Q: 56 clusters Score -1.774851e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27927 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28925 members 
Mstep: Class 5 contains 25651 members 
Mstep: Class 6 contains 9210 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26945 members 
Mstep: Class 9 contains 8405 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14217 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 22208 members 
Mstep: Class 14 contains 21653 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 27686 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26566 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 34539 members 
Mstep: Class 23 contains 26581 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37533 members 
Mstep: Class 26 contains 27723 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17153 members 
Mstep: Class 29 contains 19679 members 
Mstep: Class 30 contains 19593 members 
Mstep: Class 31 contains 31272 members 
Mstep: Class 32 contains 28958 members 
Mstep: Class 33 contains 28618 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29677 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7951 members 
Mstep: Class 38 contains 25985 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25108 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19581 members 
Mstep: Class 43 contains 25080 members 
Mstep: Class 44 contains 19244 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20023 members 
Mstep: Class 48 contains 20429 members 
Mstep: Class 49 contains 26469 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18142 members 
Mstep: Class 52 contains 18651 members 
Mstep: Class 53 contains 25070 members 
Mstep: Class 54 contains 18999 members 
Mstep: Class 55 contains 19737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484816.000000 Penalty: 187370.656250
Iteration 451Q: 56 clusters Score -1.774848e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27918 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 25645 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14218 members 
Mstep: Class 12 contains 18112 members 
Mstep: Class 13 contains 22216 members 
Mstep: Class 14 contains 21650 members 
Mstep: Class 15 contains 17279 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 27684 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 27280 members 
Mstep: Class 22 contains 34529 members 
Mstep: Class 23 contains 26580 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37534 members 
Mstep: Class 26 contains 27697 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17152 members 
Mstep: Class 29 contains 19689 members 
Mstep: Class 30 contains 19594 members 
Mstep: Class 31 contains 31266 members 
Mstep: Class 32 contains 28964 members 
Mstep: Class 33 contains 28616 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29677 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7950 members 
Mstep: Class 38 contains 25986 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25122 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19583 members 
Mstep: Class 43 contains 25080 members 
Mstep: Class 44 contains 19241 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20013 members 
Mstep: Class 48 contains 20420 members 
Mstep: Class 49 contains 26500 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18140 members 
Mstep: Class 52 contains 18650 members 
Mstep: Class 53 contains 25065 members 
Mstep: Class 54 contains 18999 members 
Mstep: Class 55 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485088.000000 Penalty: 187370.656250
Iteration 452Q: 56 clusters Score -1.774851e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27912 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28936 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26951 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14214 members 
Mstep: Class 12 contains 18110 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 21649 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 27679 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 27285 members 
Mstep: Class 22 contains 34521 members 
Mstep: Class 23 contains 26581 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37531 members 
Mstep: Class 26 contains 27679 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17148 members 
Mstep: Class 29 contains 19692 members 
Mstep: Class 30 contains 19597 members 
Mstep: Class 31 contains 31272 members 
Mstep: Class 32 contains 28961 members 
Mstep: Class 33 contains 28611 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29679 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7949 members 
Mstep: Class 38 contains 25991 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25128 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19583 members 
Mstep: Class 43 contains 25082 members 
Mstep: Class 44 contains 19236 members 
Mstep: Class 45 contains 3834 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20013 members 
Mstep: Class 48 contains 20412 members 
Mstep: Class 49 contains 26528 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18140 members 
Mstep: Class 52 contains 18650 members 
Mstep: Class 53 contains 25064 members 
Mstep: Class 54 contains 19004 members 
Mstep: Class 55 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485184.000000 Penalty: 187370.656250
Iteration 453Q: 56 clusters Score -1.774852e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27907 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28938 members 
Mstep: Class 5 contains 25640 members 
Mstep: Class 6 contains 9210 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26953 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14212 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 13 contains 22221 members 
Mstep: Class 14 contains 21656 members 
Mstep: Class 15 contains 17281 members 
Mstep: Class 16 contains 3523 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27672 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 34517 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37527 members 
Mstep: Class 26 contains 27664 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17148 members 
Mstep: Class 29 contains 19695 members 
Mstep: Class 30 contains 19603 members 
Mstep: Class 31 contains 31272 members 
Mstep: Class 32 contains 28961 members 
Mstep: Class 33 contains 28609 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29680 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7949 members 
Mstep: Class 38 contains 25990 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25134 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19581 members 
Mstep: Class 43 contains 25082 members 
Mstep: Class 44 contains 19234 members 
Mstep: Class 45 contains 3833 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20007 members 
Mstep: Class 48 contains 20406 members 
Mstep: Class 49 contains 26550 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18135 members 
Mstep: Class 52 contains 18651 members 
Mstep: Class 53 contains 25063 members 
Mstep: Class 54 contains 19007 members 
Mstep: Class 55 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485312.000000 Penalty: 187370.656250
Iteration 454Q: 56 clusters Score -1.774853e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27909 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28938 members 
Mstep: Class 5 contains 25637 members 
Mstep: Class 6 contains 9211 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26955 members 
Mstep: Class 9 contains 8400 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14209 members 
Mstep: Class 12 contains 18106 members 
Mstep: Class 13 contains 22225 members 
Mstep: Class 14 contains 21655 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27667 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26577 members 
Mstep: Class 21 contains 27292 members 
Mstep: Class 22 contains 34505 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37530 members 
Mstep: Class 26 contains 27644 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17145 members 
Mstep: Class 29 contains 19697 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 31264 members 
Mstep: Class 32 contains 28963 members 
Mstep: Class 33 contains 28615 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29684 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 25989 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25142 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19580 members 
Mstep: Class 43 contains 25081 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20011 members 
Mstep: Class 48 contains 20398 members 
Mstep: Class 49 contains 26586 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18134 members 
Mstep: Class 52 contains 18652 members 
Mstep: Class 53 contains 25057 members 
Mstep: Class 54 contains 19008 members 
Mstep: Class 55 contains 19736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485248.000000 Penalty: 187370.656250
Iteration 455Q: 56 clusters Score -1.774852e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27906 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28937 members 
Mstep: Class 5 contains 25634 members 
Mstep: Class 6 contains 9212 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26956 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14207 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 22234 members 
Mstep: Class 14 contains 21660 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27660 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26576 members 
Mstep: Class 21 contains 27292 members 
Mstep: Class 22 contains 34499 members 
Mstep: Class 23 contains 26587 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37526 members 
Mstep: Class 26 contains 27630 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17148 members 
Mstep: Class 29 contains 19704 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 31258 members 
Mstep: Class 32 contains 28965 members 
Mstep: Class 33 contains 28614 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29687 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 25993 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25151 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19583 members 
Mstep: Class 43 contains 25083 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 20003 members 
Mstep: Class 48 contains 20395 members 
Mstep: Class 49 contains 26614 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18133 members 
Mstep: Class 52 contains 18654 members 
Mstep: Class 53 contains 25051 members 
Mstep: Class 54 contains 19005 members 
Mstep: Class 55 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485248.000000 Penalty: 187370.656250
Iteration 456Q: 56 clusters Score -1.774852e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27917 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28943 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26957 members 
Mstep: Class 9 contains 8394 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 18107 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 21668 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 16 contains 3516 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27655 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26575 members 
Mstep: Class 21 contains 27288 members 
Mstep: Class 22 contains 34498 members 
Mstep: Class 23 contains 26579 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37525 members 
Mstep: Class 26 contains 27607 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17140 members 
Mstep: Class 29 contains 19707 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 31253 members 
Mstep: Class 32 contains 28974 members 
Mstep: Class 33 contains 28604 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29688 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 25998 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25159 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19581 members 
Mstep: Class 43 contains 25084 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19999 members 
Mstep: Class 48 contains 20394 members 
Mstep: Class 49 contains 26644 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18133 members 
Mstep: Class 52 contains 18651 members 
Mstep: Class 53 contains 25054 members 
Mstep: Class 54 contains 19005 members 
Mstep: Class 55 contains 19734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485200.000000 Penalty: 187370.656250
Iteration 457Q: 56 clusters Score -1.774852e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27919 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28953 members 
Mstep: Class 5 contains 25624 members 
Mstep: Class 6 contains 9214 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26964 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 3512 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27652 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 27281 members 
Mstep: Class 22 contains 34491 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37520 members 
Mstep: Class 26 contains 27588 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17136 members 
Mstep: Class 29 contains 19712 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 31256 members 
Mstep: Class 32 contains 28974 members 
Mstep: Class 33 contains 28606 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29689 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 25997 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25170 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19578 members 
Mstep: Class 43 contains 25082 members 
Mstep: Class 44 contains 19234 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19996 members 
Mstep: Class 48 contains 20394 members 
Mstep: Class 49 contains 26663 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18130 members 
Mstep: Class 52 contains 18659 members 
Mstep: Class 53 contains 25055 members 
Mstep: Class 54 contains 19005 members 
Mstep: Class 55 contains 19738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485200.000000 Penalty: 187370.656250
Iteration 458Q: 56 clusters Score -1.774852e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27914 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28966 members 
Mstep: Class 5 contains 25616 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26976 members 
Mstep: Class 9 contains 8392 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14206 members 
Mstep: Class 12 contains 18102 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 17273 members 
Mstep: Class 16 contains 3508 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 27651 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26574 members 
Mstep: Class 21 contains 27290 members 
Mstep: Class 22 contains 34480 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37514 members 
Mstep: Class 26 contains 27561 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17127 members 
Mstep: Class 29 contains 19713 members 
Mstep: Class 30 contains 19608 members 
Mstep: Class 31 contains 31255 members 
Mstep: Class 32 contains 28970 members 
Mstep: Class 33 contains 28607 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29686 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 25994 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25187 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19579 members 
Mstep: Class 43 contains 25083 members 
Mstep: Class 44 contains 19230 members 
Mstep: Class 45 contains 3832 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19996 members 
Mstep: Class 48 contains 20395 members 
Mstep: Class 49 contains 26674 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18121 members 
Mstep: Class 52 contains 18661 members 
Mstep: Class 53 contains 25055 members 
Mstep: Class 54 contains 19007 members 
Mstep: Class 55 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485056.000000 Penalty: 187370.656250
Iteration 459Q: 56 clusters Score -1.774851e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27909 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28977 members 
Mstep: Class 5 contains 25614 members 
Mstep: Class 6 contains 9216 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26982 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14209 members 
Mstep: Class 12 contains 18099 members 
Mstep: Class 13 contains 22249 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 27655 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 27292 members 
Mstep: Class 22 contains 34470 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37510 members 
Mstep: Class 26 contains 27529 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17121 members 
Mstep: Class 29 contains 19712 members 
Mstep: Class 30 contains 19611 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28971 members 
Mstep: Class 33 contains 28607 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29696 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 25991 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25203 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19576 members 
Mstep: Class 43 contains 25079 members 
Mstep: Class 44 contains 19230 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19995 members 
Mstep: Class 48 contains 20395 members 
Mstep: Class 49 contains 26690 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18124 members 
Mstep: Class 52 contains 18667 members 
Mstep: Class 53 contains 25056 members 
Mstep: Class 54 contains 19009 members 
Mstep: Class 55 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485040.000000 Penalty: 187370.656250
Iteration 460F: 56 clusters Score -1.77485e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27901 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28977 members 
Mstep: Class 5 contains 25612 members 
Mstep: Class 6 contains 9219 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26979 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14205 members 
Mstep: Class 12 contains 18097 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 21675 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26568 members 
Mstep: Class 21 contains 27301 members 
Mstep: Class 22 contains 34463 members 
Mstep: Class 23 contains 26576 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37507 members 
Mstep: Class 26 contains 27515 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17121 members 
Mstep: Class 29 contains 19716 members 
Mstep: Class 30 contains 19606 members 
Mstep: Class 31 contains 31248 members 
Mstep: Class 32 contains 28970 members 
Mstep: Class 33 contains 28601 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29699 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 25992 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25223 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19573 members 
Mstep: Class 43 contains 25076 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19994 members 
Mstep: Class 48 contains 20396 members 
Mstep: Class 49 contains 26708 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18124 members 
Mstep: Class 52 contains 18672 members 
Mstep: Class 53 contains 25057 members 
Mstep: Class 54 contains 19009 members 
Mstep: Class 55 contains 19746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485184.000000 Penalty: 187370.656250
Iteration 461Q: 56 clusters Score -1.774852e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27891 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28974 members 
Mstep: Class 5 contains 25608 members 
Mstep: Class 6 contains 9221 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26975 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14201 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 22250 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 27311 members 
Mstep: Class 22 contains 34465 members 
Mstep: Class 23 contains 26583 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37505 members 
Mstep: Class 26 contains 27494 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17116 members 
Mstep: Class 29 contains 19712 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 31250 members 
Mstep: Class 32 contains 28971 members 
Mstep: Class 33 contains 28600 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29703 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 25995 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25235 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19572 members 
Mstep: Class 43 contains 25073 members 
Mstep: Class 44 contains 19232 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19995 members 
Mstep: Class 48 contains 20394 members 
Mstep: Class 49 contains 26728 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18119 members 
Mstep: Class 52 contains 18682 members 
Mstep: Class 53 contains 25057 members 
Mstep: Class 54 contains 19011 members 
Mstep: Class 55 contains 19749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485312.000000 Penalty: 187370.656250
Iteration 462Q: 56 clusters Score -1.774853e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27887 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28974 members 
Mstep: Class 5 contains 25607 members 
Mstep: Class 6 contains 9222 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26978 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14202 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 22253 members 
Mstep: Class 14 contains 21675 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 16 contains 3503 members 
Mstep: Class 17 contains 12775 members 
Mstep: Class 18 contains 27660 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 27326 members 
Mstep: Class 22 contains 34459 members 
Mstep: Class 23 contains 26584 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37502 members 
Mstep: Class 26 contains 27469 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17115 members 
Mstep: Class 29 contains 19711 members 
Mstep: Class 30 contains 19609 members 
Mstep: Class 31 contains 31244 members 
Mstep: Class 32 contains 28972 members 
Mstep: Class 33 contains 28594 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29705 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 25998 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25246 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19565 members 
Mstep: Class 43 contains 25070 members 
Mstep: Class 44 contains 19234 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19994 members 
Mstep: Class 48 contains 20394 members 
Mstep: Class 49 contains 26752 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18115 members 
Mstep: Class 52 contains 18695 members 
Mstep: Class 53 contains 25056 members 
Mstep: Class 54 contains 19010 members 
Mstep: Class 55 contains 19751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485312.000000 Penalty: 187370.656250
Iteration 463Q: 56 clusters Score -1.774853e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27882 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28964 members 
Mstep: Class 5 contains 25607 members 
Mstep: Class 6 contains 9226 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26984 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 21677 members 
Mstep: Class 15 contains 17273 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 27666 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 34462 members 
Mstep: Class 23 contains 26584 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37499 members 
Mstep: Class 26 contains 27462 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17109 members 
Mstep: Class 29 contains 19711 members 
Mstep: Class 30 contains 19607 members 
Mstep: Class 31 contains 31238 members 
Mstep: Class 32 contains 28984 members 
Mstep: Class 33 contains 28590 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29707 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 25995 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25259 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19554 members 
Mstep: Class 43 contains 25069 members 
Mstep: Class 44 contains 19233 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19992 members 
Mstep: Class 48 contains 20396 members 
Mstep: Class 49 contains 26773 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18111 members 
Mstep: Class 52 contains 18705 members 
Mstep: Class 53 contains 25057 members 
Mstep: Class 54 contains 19010 members 
Mstep: Class 55 contains 19754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485168.000000 Penalty: 187370.656250
Iteration 464Q: 56 clusters Score -1.774852e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27876 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28968 members 
Mstep: Class 5 contains 25609 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26992 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 21678 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 27668 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 27317 members 
Mstep: Class 22 contains 34463 members 
Mstep: Class 23 contains 26581 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37488 members 
Mstep: Class 26 contains 27469 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17104 members 
Mstep: Class 29 contains 19710 members 
Mstep: Class 30 contains 19607 members 
Mstep: Class 31 contains 31241 members 
Mstep: Class 32 contains 28982 members 
Mstep: Class 33 contains 28587 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29707 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26003 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25269 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19548 members 
Mstep: Class 43 contains 25066 members 
Mstep: Class 44 contains 19229 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19989 members 
Mstep: Class 48 contains 20397 members 
Mstep: Class 49 contains 26783 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18094 members 
Mstep: Class 52 contains 18714 members 
Mstep: Class 53 contains 25057 members 
Mstep: Class 54 contains 19010 members 
Mstep: Class 55 contains 19761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484976.000000 Penalty: 187370.656250
Iteration 465Q: 56 clusters Score -1.77485e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27868 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28970 members 
Mstep: Class 5 contains 25620 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14190 members 
Mstep: Class 12 contains 18079 members 
Mstep: Class 13 contains 22246 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27669 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 27316 members 
Mstep: Class 22 contains 34459 members 
Mstep: Class 23 contains 26589 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37478 members 
Mstep: Class 26 contains 27470 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17104 members 
Mstep: Class 29 contains 19710 members 
Mstep: Class 30 contains 19610 members 
Mstep: Class 31 contains 31230 members 
Mstep: Class 32 contains 28984 members 
Mstep: Class 33 contains 28582 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29707 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26002 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25290 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19538 members 
Mstep: Class 43 contains 25067 members 
Mstep: Class 44 contains 19230 members 
Mstep: Class 45 contains 3831 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20396 members 
Mstep: Class 49 contains 26788 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18077 members 
Mstep: Class 52 contains 18723 members 
Mstep: Class 53 contains 25053 members 
Mstep: Class 54 contains 19011 members 
Mstep: Class 55 contains 19772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484928.000000 Penalty: 187370.656250
Iteration 466Q: 56 clusters Score -1.774849e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27855 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28974 members 
Mstep: Class 5 contains 25627 members 
Mstep: Class 6 contains 9227 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27005 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14186 members 
Mstep: Class 12 contains 18073 members 
Mstep: Class 13 contains 22246 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 17274 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 27665 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26568 members 
Mstep: Class 21 contains 27311 members 
Mstep: Class 22 contains 34463 members 
Mstep: Class 23 contains 26591 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37477 members 
Mstep: Class 26 contains 27472 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17099 members 
Mstep: Class 29 contains 19708 members 
Mstep: Class 30 contains 19614 members 
Mstep: Class 31 contains 31228 members 
Mstep: Class 32 contains 28987 members 
Mstep: Class 33 contains 28577 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29706 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26004 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25303 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19536 members 
Mstep: Class 43 contains 25071 members 
Mstep: Class 44 contains 19228 members 
Mstep: Class 45 contains 3830 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20393 members 
Mstep: Class 49 contains 26801 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18068 members 
Mstep: Class 52 contains 18731 members 
Mstep: Class 53 contains 25049 members 
Mstep: Class 54 contains 19015 members 
Mstep: Class 55 contains 19784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484864.000000 Penalty: 187370.656250
Iteration 467Q: 56 clusters Score -1.774849e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27848 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28980 members 
Mstep: Class 5 contains 25627 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14181 members 
Mstep: Class 12 contains 18074 members 
Mstep: Class 13 contains 22249 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27665 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26572 members 
Mstep: Class 21 contains 27322 members 
Mstep: Class 22 contains 34465 members 
Mstep: Class 23 contains 26594 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37475 members 
Mstep: Class 26 contains 27467 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17096 members 
Mstep: Class 29 contains 19705 members 
Mstep: Class 30 contains 19616 members 
Mstep: Class 31 contains 31224 members 
Mstep: Class 32 contains 28985 members 
Mstep: Class 33 contains 28580 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29701 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26003 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25316 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19531 members 
Mstep: Class 43 contains 25069 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3828 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19988 members 
Mstep: Class 48 contains 20389 members 
Mstep: Class 49 contains 26811 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18054 members 
Mstep: Class 52 contains 18736 members 
Mstep: Class 53 contains 25044 members 
Mstep: Class 54 contains 19015 members 
Mstep: Class 55 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485008.000000 Penalty: 187370.656250
Iteration 468Q: 56 clusters Score -1.77485e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27848 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28979 members 
Mstep: Class 5 contains 25629 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 8356 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14182 members 
Mstep: Class 12 contains 18071 members 
Mstep: Class 13 contains 22245 members 
Mstep: Class 14 contains 21665 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27667 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 27334 members 
Mstep: Class 22 contains 34462 members 
Mstep: Class 23 contains 26594 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37472 members 
Mstep: Class 26 contains 27463 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17093 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 19618 members 
Mstep: Class 31 contains 31228 members 
Mstep: Class 32 contains 28972 members 
Mstep: Class 33 contains 28576 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29697 members 
Mstep: Class 36 contains 1111 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26005 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25329 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19532 members 
Mstep: Class 43 contains 25063 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19988 members 
Mstep: Class 48 contains 20390 members 
Mstep: Class 49 contains 26824 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18055 members 
Mstep: Class 52 contains 18731 members 
Mstep: Class 53 contains 25048 members 
Mstep: Class 54 contains 19018 members 
Mstep: Class 55 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485104.000000 Penalty: 187370.656250
Iteration 469Q: 56 clusters Score -1.774851e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27847 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28980 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27009 members 
Mstep: Class 9 contains 8351 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 21664 members 
Mstep: Class 15 contains 17276 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27666 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 27335 members 
Mstep: Class 22 contains 34453 members 
Mstep: Class 23 contains 26597 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37469 members 
Mstep: Class 26 contains 27454 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17092 members 
Mstep: Class 29 contains 19702 members 
Mstep: Class 30 contains 19619 members 
Mstep: Class 31 contains 31223 members 
Mstep: Class 32 contains 28970 members 
Mstep: Class 33 contains 28560 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29695 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26006 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25344 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19530 members 
Mstep: Class 43 contains 25064 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20390 members 
Mstep: Class 49 contains 26850 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18056 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 19018 members 
Mstep: Class 55 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484880.000000 Penalty: 187370.656250
Iteration 470Q: 56 clusters Score -1.774849e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27844 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28986 members 
Mstep: Class 5 contains 25634 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27008 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14174 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 22244 members 
Mstep: Class 14 contains 21666 members 
Mstep: Class 15 contains 17275 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 27656 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26572 members 
Mstep: Class 21 contains 27331 members 
Mstep: Class 22 contains 34454 members 
Mstep: Class 23 contains 26599 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37465 members 
Mstep: Class 26 contains 27439 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17096 members 
Mstep: Class 29 contains 19701 members 
Mstep: Class 30 contains 19623 members 
Mstep: Class 31 contains 31228 members 
Mstep: Class 32 contains 28966 members 
Mstep: Class 33 contains 28557 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29697 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26007 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25358 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19528 members 
Mstep: Class 43 contains 25063 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20390 members 
Mstep: Class 49 contains 26886 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18054 members 
Mstep: Class 52 contains 18739 members 
Mstep: Class 53 contains 25041 members 
Mstep: Class 54 contains 19021 members 
Mstep: Class 55 contains 19792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484784.000000 Penalty: 187370.656250
Iteration 471Q: 56 clusters Score -1.774848e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27843 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28990 members 
Mstep: Class 5 contains 25637 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27007 members 
Mstep: Class 9 contains 8329 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 18069 members 
Mstep: Class 13 contains 22239 members 
Mstep: Class 14 contains 21671 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 12767 members 
Mstep: Class 18 contains 27654 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26568 members 
Mstep: Class 21 contains 27320 members 
Mstep: Class 22 contains 34448 members 
Mstep: Class 23 contains 26598 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37463 members 
Mstep: Class 26 contains 27424 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17103 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 19623 members 
Mstep: Class 31 contains 31236 members 
Mstep: Class 32 contains 28966 members 
Mstep: Class 33 contains 28551 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29694 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26008 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25368 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19525 members 
Mstep: Class 43 contains 25061 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19989 members 
Mstep: Class 48 contains 20388 members 
Mstep: Class 49 contains 26913 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18051 members 
Mstep: Class 52 contains 18740 members 
Mstep: Class 53 contains 25042 members 
Mstep: Class 54 contains 19022 members 
Mstep: Class 55 contains 19789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484912.000000 Penalty: 187370.656250
Iteration 472Q: 56 clusters Score -1.774849e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27839 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28991 members 
Mstep: Class 5 contains 25640 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27000 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14174 members 
Mstep: Class 12 contains 18068 members 
Mstep: Class 13 contains 22237 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 17273 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 27655 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 21 contains 27319 members 
Mstep: Class 22 contains 34441 members 
Mstep: Class 23 contains 26603 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37466 members 
Mstep: Class 26 contains 27398 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17101 members 
Mstep: Class 29 contains 19708 members 
Mstep: Class 30 contains 19626 members 
Mstep: Class 31 contains 31238 members 
Mstep: Class 32 contains 28958 members 
Mstep: Class 33 contains 28551 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29701 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 26010 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25378 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19524 members 
Mstep: Class 43 contains 25062 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 3828 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20386 members 
Mstep: Class 49 contains 26943 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18052 members 
Mstep: Class 52 contains 18742 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 19021 members 
Mstep: Class 55 contains 19788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484960.000000 Penalty: 187370.656250
Iteration 473Q: 56 clusters Score -1.77485e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27835 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 28997 members 
Mstep: Class 5 contains 25632 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27004 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14172 members 
Mstep: Class 12 contains 18070 members 
Mstep: Class 13 contains 22238 members 
Mstep: Class 14 contains 21672 members 
Mstep: Class 15 contains 17271 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 21 contains 27321 members 
Mstep: Class 22 contains 34445 members 
Mstep: Class 23 contains 26604 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37462 members 
Mstep: Class 26 contains 27374 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17099 members 
Mstep: Class 29 contains 19709 members 
Mstep: Class 30 contains 19628 members 
Mstep: Class 31 contains 31248 members 
Mstep: Class 32 contains 28951 members 
Mstep: Class 33 contains 28555 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29697 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7945 members 
Mstep: Class 38 contains 26007 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25389 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19525 members 
Mstep: Class 43 contains 25057 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 26968 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18052 members 
Mstep: Class 52 contains 18740 members 
Mstep: Class 53 contains 25042 members 
Mstep: Class 54 contains 19022 members 
Mstep: Class 55 contains 19789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485312.000000 Penalty: 187370.656250
Iteration 474Q: 56 clusters Score -1.774853e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27828 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29000 members 
Mstep: Class 5 contains 25633 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27004 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14168 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 22238 members 
Mstep: Class 14 contains 21673 members 
Mstep: Class 15 contains 17265 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27654 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26570 members 
Mstep: Class 21 contains 27325 members 
Mstep: Class 22 contains 34441 members 
Mstep: Class 23 contains 26606 members 
Mstep: Class 24 contains 2157 members 
Mstep: Class 25 contains 37457 members 
Mstep: Class 26 contains 27360 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17099 members 
Mstep: Class 29 contains 19707 members 
Mstep: Class 30 contains 19629 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 28953 members 
Mstep: Class 33 contains 28555 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29709 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7945 members 
Mstep: Class 38 contains 26009 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25400 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19525 members 
Mstep: Class 43 contains 25056 members 
Mstep: Class 44 contains 19228 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19987 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 26980 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18041 members 
Mstep: Class 52 contains 18738 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 19023 members 
Mstep: Class 55 contains 19794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485200.000000 Penalty: 187370.656250
Iteration 475Q: 56 clusters Score -1.774852e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27826 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29003 members 
Mstep: Class 5 contains 25637 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27004 members 
Mstep: Class 9 contains 8312 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14164 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 22232 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 17263 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27653 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 27331 members 
Mstep: Class 22 contains 34428 members 
Mstep: Class 23 contains 26603 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37449 members 
Mstep: Class 26 contains 27355 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17096 members 
Mstep: Class 29 contains 19704 members 
Mstep: Class 30 contains 19634 members 
Mstep: Class 31 contains 31241 members 
Mstep: Class 32 contains 28955 members 
Mstep: Class 33 contains 28559 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29718 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 26008 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25410 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19519 members 
Mstep: Class 43 contains 25053 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20385 members 
Mstep: Class 49 contains 27011 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18034 members 
Mstep: Class 52 contains 18744 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 19021 members 
Mstep: Class 55 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484928.000000 Penalty: 187370.656250
Iteration 476Q: 56 clusters Score -1.774849e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27813 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29001 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27011 members 
Mstep: Class 9 contains 8308 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 22230 members 
Mstep: Class 14 contains 21675 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 27650 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26559 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 34412 members 
Mstep: Class 23 contains 26605 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37445 members 
Mstep: Class 26 contains 27349 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17093 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 28958 members 
Mstep: Class 33 contains 28558 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29732 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26011 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25416 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19519 members 
Mstep: Class 43 contains 25049 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20384 members 
Mstep: Class 49 contains 27033 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18032 members 
Mstep: Class 52 contains 18743 members 
Mstep: Class 53 contains 25044 members 
Mstep: Class 54 contains 19021 members 
Mstep: Class 55 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484800.000000 Penalty: 187370.656250
Iteration 477Q: 56 clusters Score -1.774848e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27810 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29006 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 9230 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27010 members 
Mstep: Class 9 contains 8302 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14151 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27649 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 27332 members 
Mstep: Class 22 contains 34408 members 
Mstep: Class 23 contains 26606 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37432 members 
Mstep: Class 26 contains 27337 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17093 members 
Mstep: Class 29 contains 19703 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31244 members 
Mstep: Class 32 contains 28970 members 
Mstep: Class 33 contains 28552 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29740 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26010 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25430 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19517 members 
Mstep: Class 43 contains 25050 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 27054 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18031 members 
Mstep: Class 52 contains 18748 members 
Mstep: Class 53 contains 25046 members 
Mstep: Class 54 contains 19018 members 
Mstep: Class 55 contains 19799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484816.000000 Penalty: 187370.656250
Iteration 478Q: 56 clusters Score -1.774848e+08 nChanged 237
Entering ConstructFrom: 
Score: -177484816.000000 Penalty: 187370.656250
Entering ConstructFrom: 
Trying to split cluster 1 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 1663.604858
	Iteration 0F: 2 clusters Score -151735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -149958.406250 Penalty: 3327.209717
	Iteration 0F: 3 clusters Score -149958.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -150206.953125 Penalty: 3327.209717
	Iteration 1F: 3 clusters Score -150207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -150272.453125 Penalty: 3327.209717
	Iteration 2F: 3 clusters Score -150272.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150328.671875 Penalty: 3327.209717
	Iteration 3Q: 3 clusters Score -150328.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -150387.265625 Penalty: 3327.209717
	Iteration 4Q: 3 clusters Score -150387.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150469.109375 Penalty: 3327.209717
	Iteration 5Q: 3 clusters Score -150469.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -150570.203125 Penalty: 3327.209717
	Iteration 6Q: 3 clusters Score -150570.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150626.531250 Penalty: 3327.209717
	Iteration 7Q: 3 clusters Score -150626.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150657.562500 Penalty: 3327.209717
	Iteration 8Q: 3 clusters Score -150657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150684.031250 Penalty: 3327.209717
	Iteration 9Q: 3 clusters Score -150684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150713.375000 Penalty: 3327.209717
	Iteration 10Q: 3 clusters Score -150713.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -150727.765625 Penalty: 3327.209717
	Iteration 11Q: 3 clusters Score -150727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150736.750000 Penalty: 3327.209717
	Iteration 12Q: 3 clusters Score -150736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -150753.062500 Penalty: 3327.209717
	Iteration 13Q: 3 clusters Score -150753.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150773.546875 Penalty: 3327.209717
	Iteration 14Q: 3 clusters Score -150773.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150789.046875 Penalty: 3327.209717
	Iteration 15Q: 3 clusters Score -150789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150796.671875 Penalty: 3327.209717
	Iteration 16Q: 3 clusters Score -150796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150801.609375 Penalty: 3327.209717
	Iteration 17Q: 3 clusters Score -150801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150804.671875 Penalty: 3327.209717
	Iteration 18Q: 3 clusters Score -150804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150806.875000 Penalty: 3327.209717
	Iteration 19Q: 3 clusters Score -150806.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150808.703125 Penalty: 3327.209717
	Iteration 20F: 3 clusters Score -150808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150809.375000 Penalty: 3327.209717
	Iteration 21Q: 3 clusters Score -150809.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150809.375000 Penalty: 3327.209717
	Iteration 22F: 3 clusters Score -150809.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Entering Unmasked Estep 
Score: -5317671.500000 Penalty: 2537.794678
	Iteration 0F: 2 clusters Score -5317672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5298721.000000 Penalty: 5075.589355
	Iteration 0F: 3 clusters Score -5298721 nChanged 12446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -5305370.000000 Penalty: 5075.589355
	Iteration 1F: 3 clusters Score -5305370 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -5305806.500000 Penalty: 5075.589355
	Iteration 2Q: 3 clusters Score -5305806 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5306185.000000 Penalty: 5075.589355
	Iteration 3Q: 3 clusters Score -5306185 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5306536.000000 Penalty: 5075.589355
	Iteration 4Q: 3 clusters Score -5306536 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5306950.000000 Penalty: 5075.589355
	Iteration 5Q: 3 clusters Score -5306950 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -5307399.500000 Penalty: 5075.589355
	Iteration 6Q: 3 clusters Score -5307400 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5307992.500000 Penalty: 5075.589355
	Iteration 7Q: 3 clusters Score -5307992 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -5308762.000000 Penalty: 5075.589355
	Iteration 8Q: 3 clusters Score -5308762 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5309735.500000 Penalty: 5075.589355
	Iteration 9F: 3 clusters Score -5309736 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5310859.500000 Penalty: 5075.589355
	Iteration 10F: 3 clusters Score -5310860 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5311967.000000 Penalty: 5075.589355
	Iteration 11F: 3 clusters Score -5311967 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5312800.500000 Penalty: 5075.589355
	Iteration 12Q: 3 clusters Score -5312800 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -5313202.000000 Penalty: 5075.589355
	Iteration 13Q: 3 clusters Score -5313202 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5313435.500000 Penalty: 5075.589355
	Iteration 14Q: 3 clusters Score -5313436 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5313570.500000 Penalty: 5075.589355
	Iteration 15Q: 3 clusters Score -5313570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -5313702.500000 Penalty: 5075.589355
	Iteration 16Q: 3 clusters Score -5313702 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5313798.500000 Penalty: 5075.589355
	Iteration 17Q: 3 clusters Score -5313798 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5313898.500000 Penalty: 5075.589355
	Iteration 18Q: 3 clusters Score -5313898 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5313970.500000 Penalty: 5075.589355
	Iteration 19Q: 3 clusters Score -5313970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5314023.000000 Penalty: 5075.589355
	Iteration 20F: 3 clusters Score -5314023 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -5314110.500000 Penalty: 5075.589355
	Iteration 21Q: 3 clusters Score -5314110 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -5314173.500000 Penalty: 5075.589355
	Iteration 22Q: 3 clusters Score -5314174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -5314249.000000 Penalty: 5075.589355
	Iteration 23Q: 3 clusters Score -5314249 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5314351.500000 Penalty: 5075.589355
	Iteration 24Q: 3 clusters Score -5314352 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5314411.500000 Penalty: 5075.589355
	Iteration 25Q: 3 clusters Score -5314412 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5314473.500000 Penalty: 5075.589355
	Iteration 26Q: 3 clusters Score -5314474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5314523.000000 Penalty: 5075.589355
	Iteration 27Q: 3 clusters Score -5314523 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5314578.000000 Penalty: 5075.589355
	Iteration 28Q: 3 clusters Score -5314578 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5314642.500000 Penalty: 5075.589355
	Iteration 29Q: 3 clusters Score -5314642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -5314669.500000 Penalty: 5075.589355
	Iteration 30Q: 3 clusters Score -5314670 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5314698.500000 Penalty: 5075.589355
	Iteration 31Q: 3 clusters Score -5314698 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -5314747.500000 Penalty: 5075.589355
	Iteration 32Q: 3 clusters Score -5314748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -5314779.000000 Penalty: 5075.589355
	Iteration 33Q: 3 clusters Score -5314779 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5314820.500000 Penalty: 5075.589355
	Iteration 34Q: 3 clusters Score -5314820 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -5314826.000000 Penalty: 5075.589355
	Iteration 35Q: 3 clusters Score -5314826 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5314845.500000 Penalty: 5075.589355
	Iteration 36Q: 3 clusters Score -5314846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -5314886.000000 Penalty: 5075.589355
	Iteration 37Q: 3 clusters Score -5314886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -5314900.500000 Penalty: 5075.589355
	Iteration 38Q: 3 clusters Score -5314900 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5314924.500000 Penalty: 5075.589355
	Iteration 39Q: 3 clusters Score -5314924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5314941.500000 Penalty: 5075.589355
	Iteration 40F: 3 clusters Score -5314942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -5314973.000000 Penalty: 5075.589355
	Iteration 41Q: 3 clusters Score -5314973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -5315015.500000 Penalty: 5075.589355
	Iteration 42Q: 3 clusters Score -5315016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5315059.500000 Penalty: 5075.589355
	Iteration 43Q: 3 clusters Score -5315060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5315089.500000 Penalty: 5075.589355
	Iteration 44Q: 3 clusters Score -5315090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -5315127.500000 Penalty: 5075.589355
	Iteration 45Q: 3 clusters Score -5315128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5315165.500000 Penalty: 5075.589355
	Iteration 46Q: 3 clusters Score -5315166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5315175.000000 Penalty: 5075.589355
	Iteration 47Q: 3 clusters Score -5315175 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -5315221.000000 Penalty: 5075.589355
	Iteration 48Q: 3 clusters Score -5315221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -5315260.500000 Penalty: 5075.589355
	Iteration 49Q: 3 clusters Score -5315260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5315279.500000 Penalty: 5075.589355
	Iteration 50Q: 3 clusters Score -5315280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -5315317.500000 Penalty: 5075.589355
	Iteration 51Q: 3 clusters Score -5315318 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -5315342.500000 Penalty: 5075.589355
	Iteration 52Q: 3 clusters Score -5315342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5315366.500000 Penalty: 5075.589355
	Iteration 53Q: 3 clusters Score -5315366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -5315377.000000 Penalty: 5075.589355
	Iteration 54Q: 3 clusters Score -5315377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5315388.000000 Penalty: 5075.589355
	Iteration 55Q: 3 clusters Score -5315388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -5315394.500000 Penalty: 5075.589355
	Iteration 56Q: 3 clusters Score -5315394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -5315408.500000 Penalty: 5075.589355
	Iteration 57Q: 3 clusters Score -5315408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5315421.000000 Penalty: 5075.589355
	Iteration 58Q: 3 clusters Score -5315421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -5315418.500000 Penalty: 5075.589355
	Iteration 59Q: 3 clusters Score -5315418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5315434.000000 Penalty: 5075.589355
	Iteration 60F: 3 clusters Score -5315434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5315433.000000 Penalty: 5075.589355
	Iteration 61Q: 3 clusters Score -5315433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -5315441.000000 Penalty: 5075.589355
	Iteration 62Q: 3 clusters Score -5315441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5315451.500000 Penalty: 5075.589355
	Iteration 63Q: 3 clusters Score -5315452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5315448.000000 Penalty: 5075.589355
	Iteration 64Q: 3 clusters Score -5315448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -5315460.000000 Penalty: 5075.589355
	Iteration 65Q: 3 clusters Score -5315460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -5315464.000000 Penalty: 5075.589355
	Iteration 66Q: 3 clusters Score -5315464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -5315466.000000 Penalty: 5075.589355
	Iteration 67Q: 3 clusters Score -5315466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5315474.500000 Penalty: 5075.589355
	Iteration 68Q: 3 clusters Score -5315474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5315478.500000 Penalty: 5075.589355
	Iteration 69Q: 3 clusters Score -5315478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5315478.500000 Penalty: 5075.589355
	Iteration 70Q: 3 clusters Score -5315478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -5315483.000000 Penalty: 5075.589355
	Iteration 71Q: 3 clusters Score -5315483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -5315495.500000 Penalty: 5075.589355
	Iteration 72Q: 3 clusters Score -5315496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5315499.500000 Penalty: 5075.589355
	Iteration 73Q: 3 clusters Score -5315500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -5315497.500000 Penalty: 5075.589355
	Iteration 74Q: 3 clusters Score -5315498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5315507.000000 Penalty: 5075.589355
	Iteration 75Q: 3 clusters Score -5315507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5315506.500000 Penalty: 5075.589355
	Iteration 76Q: 3 clusters Score -5315506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5315504.000000 Penalty: 5075.589355
	Iteration 77Q: 3 clusters Score -5315504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5315521.500000 Penalty: 5075.589355
	Iteration 78Q: 3 clusters Score -5315522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5315531.000000 Penalty: 5075.589355
	Iteration 79Q: 3 clusters Score -5315531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5315524.500000 Penalty: 5075.589355
	Iteration 80F: 3 clusters Score -5315524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -5315531.500000 Penalty: 5075.589355
	Iteration 81Q: 3 clusters Score -5315532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -5315527.500000 Penalty: 5075.589355
	Iteration 82Q: 3 clusters Score -5315528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5315538.000000 Penalty: 5075.589355
	Iteration 83Q: 3 clusters Score -5315538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5315540.500000 Penalty: 5075.589355
	Iteration 84Q: 3 clusters Score -5315540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5315542.000000 Penalty: 5075.589355
	Iteration 85Q: 3 clusters Score -5315542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5315539.500000 Penalty: 5075.589355
	Iteration 86Q: 3 clusters Score -5315540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5315540.500000 Penalty: 5075.589355
	Iteration 87Q: 3 clusters Score -5315540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5315538.000000 Penalty: 5075.589355
	Iteration 88Q: 3 clusters Score -5315538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5315538.000000 Penalty: 5075.589355
	Iteration 89F: 3 clusters Score -5315538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -224669.937500 Penalty: 1767.468872
	Iteration 0F: 2 clusters Score -224669.9 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 629 members 
Entering Unmasked Estep 
Score: -222628.593750 Penalty: 3534.937744
	Iteration 0F: 3 clusters Score -222628.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -223048.109375 Penalty: 3534.937744
	Iteration 1F: 3 clusters Score -223048.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -223183.640625 Penalty: 3534.937744
	Iteration 2F: 3 clusters Score -223183.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223259.375000 Penalty: 3534.937744
	Iteration 3Q: 3 clusters Score -223259.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -223338.531250 Penalty: 3534.937744
	Iteration 4Q: 3 clusters Score -223338.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -223392.375000 Penalty: 3534.937744
	Iteration 5Q: 3 clusters Score -223392.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -223429.328125 Penalty: 3534.937744
	Iteration 6Q: 3 clusters Score -223429.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223471.953125 Penalty: 3534.937744
	Iteration 7Q: 3 clusters Score -223472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -223501.906250 Penalty: 3534.937744
	Iteration 8Q: 3 clusters Score -223501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -223518.656250 Penalty: 3534.937744
	Iteration 9Q: 3 clusters Score -223518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223534.500000 Penalty: 3534.937744
	Iteration 10Q: 3 clusters Score -223534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223546.359375 Penalty: 3534.937744
	Iteration 11Q: 3 clusters Score -223546.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -223558.796875 Penalty: 3534.937744
	Iteration 12Q: 3 clusters Score -223558.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -223568.015625 Penalty: 3534.937744
	Iteration 13Q: 3 clusters Score -223568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223573.203125 Penalty: 3534.937744
	Iteration 14Q: 3 clusters Score -223573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223584.671875 Penalty: 3534.937744
	Iteration 15Q: 3 clusters Score -223584.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -223591.031250 Penalty: 3534.937744
	Iteration 16Q: 3 clusters Score -223591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223601.312500 Penalty: 3534.937744
	Iteration 17Q: 3 clusters Score -223601.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223607.703125 Penalty: 3534.937744
	Iteration 18Q: 3 clusters Score -223607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223610.171875 Penalty: 3534.937744
	Iteration 19Q: 3 clusters Score -223610.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -223611.703125 Penalty: 3534.937744
	Iteration 20F: 3 clusters Score -223611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -223614.906250 Penalty: 3534.937744
	Iteration 21Q: 3 clusters Score -223614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223617.765625 Penalty: 3534.937744
	Iteration 22Q: 3 clusters Score -223617.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -223625.843750 Penalty: 3534.937744
	Iteration 23Q: 3 clusters Score -223625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223627.640625 Penalty: 3534.937744
	Iteration 24Q: 3 clusters Score -223627.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223627.640625 Penalty: 3534.937744
	Iteration 25F: 3 clusters Score -223627.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Entering Unmasked Estep 
Score: -5398274.500000 Penalty: 2548.357910
	Iteration 0F: 2 clusters Score -5398274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5378606.500000 Penalty: 5096.715820
	Iteration 0F: 3 clusters Score -5378606 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5385619.000000 Penalty: 5096.715820
	Iteration 1F: 3 clusters Score -5385619 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5386067.000000 Penalty: 5096.715820
	Iteration 2Q: 3 clusters Score -5386067 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -5386448.000000 Penalty: 5096.715820
	Iteration 3Q: 3 clusters Score -5386448 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -5386790.000000 Penalty: 5096.715820
	Iteration 4Q: 3 clusters Score -5386790 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -5387179.500000 Penalty: 5096.715820
	Iteration 5Q: 3 clusters Score -5387180 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5387644.000000 Penalty: 5096.715820
	Iteration 6Q: 3 clusters Score -5387644 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -5388099.000000 Penalty: 5096.715820
	Iteration 7Q: 3 clusters Score -5388099 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -5388753.500000 Penalty: 5096.715820
	Iteration 8Q: 3 clusters Score -5388754 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5389557.000000 Penalty: 5096.715820
	Iteration 9F: 3 clusters Score -5389557 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -5390588.500000 Penalty: 5096.715820
	Iteration 10F: 3 clusters Score -5390588 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -5391829.500000 Penalty: 5096.715820
	Iteration 11F: 3 clusters Score -5391830 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5393012.000000 Penalty: 5096.715820
	Iteration 12F: 3 clusters Score -5393012 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -5393691.500000 Penalty: 5096.715820
	Iteration 13Q: 3 clusters Score -5393692 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5394031.000000 Penalty: 5096.715820
	Iteration 14Q: 3 clusters Score -5394031 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -5394205.000000 Penalty: 5096.715820
	Iteration 15Q: 3 clusters Score -5394205 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -5394351.500000 Penalty: 5096.715820
	Iteration 16Q: 3 clusters Score -5394352 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -5394485.500000 Penalty: 5096.715820
	Iteration 17Q: 3 clusters Score -5394486 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -5394562.500000 Penalty: 5096.715820
	Iteration 18Q: 3 clusters Score -5394562 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5394644.000000 Penalty: 5096.715820
	Iteration 19Q: 3 clusters Score -5394644 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -5394699.000000 Penalty: 5096.715820
	Iteration 20F: 3 clusters Score -5394699 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -5394740.500000 Penalty: 5096.715820
	Iteration 21Q: 3 clusters Score -5394740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -5394776.000000 Penalty: 5096.715820
	Iteration 22Q: 3 clusters Score -5394776 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -5394836.000000 Penalty: 5096.715820
	Iteration 23Q: 3 clusters Score -5394836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5394897.500000 Penalty: 5096.715820
	Iteration 24Q: 3 clusters Score -5394898 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -5394953.500000 Penalty: 5096.715820
	Iteration 25Q: 3 clusters Score -5394954 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -5395026.500000 Penalty: 5096.715820
	Iteration 26Q: 3 clusters Score -5395026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -5395089.000000 Penalty: 5096.715820
	Iteration 27Q: 3 clusters Score -5395089 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5395162.500000 Penalty: 5096.715820
	Iteration 28Q: 3 clusters Score -5395162 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5395231.500000 Penalty: 5096.715820
	Iteration 29Q: 3 clusters Score -5395232 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -5395303.500000 Penalty: 5096.715820
	Iteration 30Q: 3 clusters Score -5395304 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5395373.000000 Penalty: 5096.715820
	Iteration 31Q: 3 clusters Score -5395373 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5395462.000000 Penalty: 5096.715820
	Iteration 32Q: 3 clusters Score -5395462 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -5395511.000000 Penalty: 5096.715820
	Iteration 33Q: 3 clusters Score -5395511 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5395556.000000 Penalty: 5096.715820
	Iteration 34Q: 3 clusters Score -5395556 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -5395622.000000 Penalty: 5096.715820
	Iteration 35Q: 3 clusters Score -5395622 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -5395659.500000 Penalty: 5096.715820
	Iteration 36Q: 3 clusters Score -5395660 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5395723.000000 Penalty: 5096.715820
	Iteration 37Q: 3 clusters Score -5395723 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5395782.500000 Penalty: 5096.715820
	Iteration 38Q: 3 clusters Score -5395782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -5395832.000000 Penalty: 5096.715820
	Iteration 39Q: 3 clusters Score -5395832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5395883.500000 Penalty: 5096.715820
	Iteration 40F: 3 clusters Score -5395884 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5395916.500000 Penalty: 5096.715820
	Iteration 41Q: 3 clusters Score -5395916 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5395942.500000 Penalty: 5096.715820
	Iteration 42Q: 3 clusters Score -5395942 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5395989.500000 Penalty: 5096.715820
	Iteration 43Q: 3 clusters Score -5395990 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5396025.500000 Penalty: 5096.715820
	Iteration 44Q: 3 clusters Score -5396026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5396048.500000 Penalty: 5096.715820
	Iteration 45Q: 3 clusters Score -5396048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5396059.000000 Penalty: 5096.715820
	Iteration 46Q: 3 clusters Score -5396059 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5396088.500000 Penalty: 5096.715820
	Iteration 47Q: 3 clusters Score -5396088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5396109.500000 Penalty: 5096.715820
	Iteration 48Q: 3 clusters Score -5396110 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5396139.500000 Penalty: 5096.715820
	Iteration 49Q: 3 clusters Score -5396140 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5396143.000000 Penalty: 5096.715820
	Iteration 50Q: 3 clusters Score -5396143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5396140.000000 Penalty: 5096.715820
	Iteration 51Q: 3 clusters Score -5396140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5396150.500000 Penalty: 5096.715820
	Iteration 52Q: 3 clusters Score -5396150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5396153.000000 Penalty: 5096.715820
	Iteration 53Q: 3 clusters Score -5396153 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5396175.000000 Penalty: 5096.715820
	Iteration 54Q: 3 clusters Score -5396175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5396171.500000 Penalty: 5096.715820
	Iteration 55Q: 3 clusters Score -5396172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5396167.000000 Penalty: 5096.715820
	Iteration 56Q: 3 clusters Score -5396167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5396186.000000 Penalty: 5096.715820
	Iteration 57Q: 3 clusters Score -5396186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5396203.500000 Penalty: 5096.715820
	Iteration 58Q: 3 clusters Score -5396204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5396206.000000 Penalty: 5096.715820
	Iteration 59Q: 3 clusters Score -5396206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5396222.500000 Penalty: 5096.715820
	Iteration 60F: 3 clusters Score -5396222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5396220.500000 Penalty: 5096.715820
	Iteration 61Q: 3 clusters Score -5396220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5396214.500000 Penalty: 5096.715820
	Iteration 62Q: 3 clusters Score -5396214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5396221.000000 Penalty: 5096.715820
	Iteration 63Q: 3 clusters Score -5396221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5396220.500000 Penalty: 5096.715820
	Iteration 64Q: 3 clusters Score -5396220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5396220.000000 Penalty: 5096.715820
	Iteration 65Q: 3 clusters Score -5396220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5396220.500000 Penalty: 5096.715820
	Iteration 66Q: 3 clusters Score -5396220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5396208.500000 Penalty: 5096.715820
	Iteration 67Q: 3 clusters Score -5396208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5396227.500000 Penalty: 5096.715820
	Iteration 68Q: 3 clusters Score -5396228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5396229.000000 Penalty: 5096.715820
	Iteration 69Q: 3 clusters Score -5396229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5396235.000000 Penalty: 5096.715820
	Iteration 70Q: 3 clusters Score -5396235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5396231.000000 Penalty: 5096.715820
	Iteration 71Q: 3 clusters Score -5396231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5396238.000000 Penalty: 5096.715820
	Iteration 72Q: 3 clusters Score -5396238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5396236.500000 Penalty: 5096.715820
	Iteration 73Q: 3 clusters Score -5396236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5396245.500000 Penalty: 5096.715820
	Iteration 74Q: 3 clusters Score -5396246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5396250.500000 Penalty: 5096.715820
	Iteration 75Q: 3 clusters Score -5396250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5396251.500000 Penalty: 5096.715820
	Iteration 76Q: 3 clusters Score -5396252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5396249.500000 Penalty: 5096.715820
	Iteration 77Q: 3 clusters Score -5396250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5396245.500000 Penalty: 5096.715820
	Iteration 78Q: 3 clusters Score -5396246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5396243.500000 Penalty: 5096.715820
	Iteration 79Q: 3 clusters Score -5396244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5396245.500000 Penalty: 5096.715820
	Iteration 80F: 3 clusters Score -5396246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5396246.000000 Penalty: 5096.715820
	Iteration 81Q: 3 clusters Score -5396246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5396241.000000 Penalty: 5096.715820
	Iteration 82Q: 3 clusters Score -5396241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5396240.500000 Penalty: 5096.715820
	Iteration 83Q: 3 clusters Score -5396240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5396240.500000 Penalty: 5096.715820
	Iteration 84Q: 3 clusters Score -5396240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5396244.000000 Penalty: 5096.715820
	Iteration 85Q: 3 clusters Score -5396244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5396244.000000 Penalty: 5096.715820
	Iteration 86F: 3 clusters Score -5396244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Entering Unmasked Estep 
Score: -4781603.500000 Penalty: 2517.692871
	Iteration 0F: 2 clusters Score -4781604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4763976.500000 Penalty: 5035.385742
	Iteration 0F: 3 clusters Score -4763976 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4770005.500000 Penalty: 5035.385742
	Iteration 1F: 3 clusters Score -4770006 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4770388.000000 Penalty: 5035.385742
	Iteration 2Q: 3 clusters Score -4770388 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -4770719.500000 Penalty: 5035.385742
	Iteration 3Q: 3 clusters Score -4770720 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4771125.500000 Penalty: 5035.385742
	Iteration 4Q: 3 clusters Score -4771126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4771595.000000 Penalty: 5035.385742
	Iteration 5Q: 3 clusters Score -4771595 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4772338.000000 Penalty: 5035.385742
	Iteration 6F: 3 clusters Score -4772338 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4773424.500000 Penalty: 5035.385742
	Iteration 7F: 3 clusters Score -4773424 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4774903.500000 Penalty: 5035.385742
	Iteration 8F: 3 clusters Score -4774904 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -4776380.000000 Penalty: 5035.385742
	Iteration 9F: 3 clusters Score -4776380 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4777678.500000 Penalty: 5035.385742
	Iteration 10F: 3 clusters Score -4777678 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -4778511.000000 Penalty: 5035.385742
	Iteration 11Q: 3 clusters Score -4778511 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4778919.500000 Penalty: 5035.385742
	Iteration 12Q: 3 clusters Score -4778920 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4779116.500000 Penalty: 5035.385742
	Iteration 13Q: 3 clusters Score -4779116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -4779245.500000 Penalty: 5035.385742
	Iteration 14Q: 3 clusters Score -4779246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4779309.500000 Penalty: 5035.385742
	Iteration 15Q: 3 clusters Score -4779310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4779346.000000 Penalty: 5035.385742
	Iteration 16Q: 3 clusters Score -4779346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4779366.000000 Penalty: 5035.385742
	Iteration 17Q: 3 clusters Score -4779366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4779394.000000 Penalty: 5035.385742
	Iteration 18Q: 3 clusters Score -4779394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -4779407.500000 Penalty: 5035.385742
	Iteration 19Q: 3 clusters Score -4779408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4779419.000000 Penalty: 5035.385742
	Iteration 20F: 3 clusters Score -4779419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4779433.500000 Penalty: 5035.385742
	Iteration 21Q: 3 clusters Score -4779434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4779446.500000 Penalty: 5035.385742
	Iteration 22Q: 3 clusters Score -4779446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -4779450.500000 Penalty: 5035.385742
	Iteration 23Q: 3 clusters Score -4779450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -4779452.000000 Penalty: 5035.385742
	Iteration 24Q: 3 clusters Score -4779452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4779451.500000 Penalty: 5035.385742
	Iteration 25Q: 3 clusters Score -4779452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4779451.500000 Penalty: 5035.385742
	Iteration 26F: 3 clusters Score -4779452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -1787191.125000 Penalty: 2264.346924
	Iteration 0F: 2 clusters Score -1787191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1779912.000000 Penalty: 4528.693848
	Iteration 0F: 3 clusters Score -1779912 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1782007.500000 Penalty: 4528.693848
	Iteration 1F: 3 clusters Score -1782008 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1782343.125000 Penalty: 4528.693848
	Iteration 2F: 3 clusters Score -1782343 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1782631.375000 Penalty: 4528.693848
	Iteration 3F: 3 clusters Score -1782631 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1782906.250000 Penalty: 4528.693848
	Iteration 4F: 3 clusters Score -1782906 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1783183.375000 Penalty: 4528.693848
	Iteration 5F: 3 clusters Score -1783183 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1783471.875000 Penalty: 4528.693848
	Iteration 6Q: 3 clusters Score -1783472 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1783758.750000 Penalty: 4528.693848
	Iteration 7Q: 3 clusters Score -1783759 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1784042.875000 Penalty: 4528.693848
	Iteration 8Q: 3 clusters Score -1784043 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1784286.750000 Penalty: 4528.693848
	Iteration 9Q: 3 clusters Score -1784287 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1784500.125000 Penalty: 4528.693848
	Iteration 10Q: 3 clusters Score -1784500 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1784677.125000 Penalty: 4528.693848
	Iteration 11Q: 3 clusters Score -1784677 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1784804.625000 Penalty: 4528.693848
	Iteration 12Q: 3 clusters Score -1784805 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1784908.125000 Penalty: 4528.693848
	Iteration 13Q: 3 clusters Score -1784908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1784973.250000 Penalty: 4528.693848
	Iteration 14Q: 3 clusters Score -1784973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1785036.375000 Penalty: 4528.693848
	Iteration 15Q: 3 clusters Score -1785036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1785092.250000 Penalty: 4528.693848
	Iteration 16Q: 3 clusters Score -1785092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1785138.875000 Penalty: 4528.693848
	Iteration 17Q: 3 clusters Score -1785139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1785174.375000 Penalty: 4528.693848
	Iteration 18Q: 3 clusters Score -1785174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1785211.250000 Penalty: 4528.693848
	Iteration 19Q: 3 clusters Score -1785211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1785241.250000 Penalty: 4528.693848
	Iteration 20F: 3 clusters Score -1785241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1785268.500000 Penalty: 4528.693848
	Iteration 21Q: 3 clusters Score -1785268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1785287.250000 Penalty: 4528.693848
	Iteration 22Q: 3 clusters Score -1785287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1785302.500000 Penalty: 4528.693848
	Iteration 23Q: 3 clusters Score -1785302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1785312.875000 Penalty: 4528.693848
	Iteration 24Q: 3 clusters Score -1785313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1785327.500000 Penalty: 4528.693848
	Iteration 25Q: 3 clusters Score -1785328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1785334.500000 Penalty: 4528.693848
	Iteration 26Q: 3 clusters Score -1785334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1785345.125000 Penalty: 4528.693848
	Iteration 27Q: 3 clusters Score -1785345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1785356.500000 Penalty: 4528.693848
	Iteration 28Q: 3 clusters Score -1785356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1785367.500000 Penalty: 4528.693848
	Iteration 29Q: 3 clusters Score -1785368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1785368.875000 Penalty: 4528.693848
	Iteration 30Q: 3 clusters Score -1785369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1785374.125000 Penalty: 4528.693848
	Iteration 31Q: 3 clusters Score -1785374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1785375.250000 Penalty: 4528.693848
	Iteration 32Q: 3 clusters Score -1785375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1785375.250000 Penalty: 4528.693848
	Iteration 33F: 3 clusters Score -1785375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -117744.617188 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -117744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116100.898438 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -116100.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -116436.812500 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -116436.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116552.421875 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -116552.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -116627.750000 Penalty: 3259.852295
	Iteration 3F: 3 clusters Score -116627.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -116676.718750 Penalty: 3259.852295
	Iteration 4Q: 3 clusters Score -116676.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116719.242188 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -116719.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -116762.835938 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -116762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -116788.734375 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -116788.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -116806.625000 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -116806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -116814.046875 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -116814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -116818.617188 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -116818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116822.226562 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -116822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116827.234375 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -116827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116827.234375 Penalty: 3259.852295
	Iteration 13F: 3 clusters Score -116827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Entering Unmasked Estep 
Score: -5202029.500000 Penalty: 2530.545898
	Iteration 0F: 2 clusters Score -5202030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5184095.000000 Penalty: 5061.091797
	Iteration 0F: 3 clusters Score -5184095 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -5190511.000000 Penalty: 5061.091797
	Iteration 1F: 3 clusters Score -5190511 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -5190948.500000 Penalty: 5061.091797
	Iteration 2Q: 3 clusters Score -5190948 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -5191271.000000 Penalty: 5061.091797
	Iteration 3Q: 3 clusters Score -5191271 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5191584.500000 Penalty: 5061.091797
	Iteration 4Q: 3 clusters Score -5191584 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -5191936.000000 Penalty: 5061.091797
	Iteration 5Q: 3 clusters Score -5191936 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -5192419.500000 Penalty: 5061.091797
	Iteration 6Q: 3 clusters Score -5192420 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5193101.000000 Penalty: 5061.091797
	Iteration 7Q: 3 clusters Score -5193101 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -5194065.000000 Penalty: 5061.091797
	Iteration 8F: 3 clusters Score -5194065 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -5195330.000000 Penalty: 5061.091797
	Iteration 9F: 3 clusters Score -5195330 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5196860.000000 Penalty: 5061.091797
	Iteration 10F: 3 clusters Score -5196860 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5198178.500000 Penalty: 5061.091797
	Iteration 11F: 3 clusters Score -5198178 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5198968.000000 Penalty: 5061.091797
	Iteration 12Q: 3 clusters Score -5198968 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5199373.000000 Penalty: 5061.091797
	Iteration 13Q: 3 clusters Score -5199373 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5199565.000000 Penalty: 5061.091797
	Iteration 14Q: 3 clusters Score -5199565 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5199635.500000 Penalty: 5061.091797
	Iteration 15Q: 3 clusters Score -5199636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5199689.500000 Penalty: 5061.091797
	Iteration 16Q: 3 clusters Score -5199690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5199734.000000 Penalty: 5061.091797
	Iteration 17Q: 3 clusters Score -5199734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5199753.000000 Penalty: 5061.091797
	Iteration 18Q: 3 clusters Score -5199753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5199765.500000 Penalty: 5061.091797
	Iteration 19Q: 3 clusters Score -5199766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5199780.500000 Penalty: 5061.091797
	Iteration 20F: 3 clusters Score -5199780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5199792.500000 Penalty: 5061.091797
	Iteration 21Q: 3 clusters Score -5199792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5199792.500000 Penalty: 5061.091797
	Iteration 22Q: 3 clusters Score -5199792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5199796.500000 Penalty: 5061.091797
	Iteration 23Q: 3 clusters Score -5199796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5199794.000000 Penalty: 5061.091797
	Iteration 24Q: 3 clusters Score -5199794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5199790.500000 Penalty: 5061.091797
	Iteration 25Q: 3 clusters Score -5199790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5199796.500000 Penalty: 5061.091797
	Iteration 26Q: 3 clusters Score -5199796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5199795.500000 Penalty: 5061.091797
	Iteration 27Q: 3 clusters Score -5199796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5199800.500000 Penalty: 5061.091797
	Iteration 28Q: 3 clusters Score -5199800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5199808.500000 Penalty: 5061.091797
	Iteration 29Q: 3 clusters Score -5199808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5199810.000000 Penalty: 5061.091797
	Iteration 30Q: 3 clusters Score -5199810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5199811.500000 Penalty: 5061.091797
	Iteration 31Q: 3 clusters Score -5199812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5199811.500000 Penalty: 5061.091797
	Iteration 32F: 3 clusters Score -5199812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Entering Unmasked Estep 
Score: -1602422.125000 Penalty: 2237.924805
	Iteration 0F: 2 clusters Score -1602422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1595865.500000 Penalty: 4475.849609
	Iteration 0F: 3 clusters Score -1595866 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1597666.375000 Penalty: 4475.849609
	Iteration 1F: 3 clusters Score -1597666 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1597915.750000 Penalty: 4475.849609
	Iteration 2F: 3 clusters Score -1597916 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1598070.750000 Penalty: 4475.849609
	Iteration 3Q: 3 clusters Score -1598071 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1598187.000000 Penalty: 4475.849609
	Iteration 4Q: 3 clusters Score -1598187 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1598272.750000 Penalty: 4475.849609
	Iteration 5Q: 3 clusters Score -1598273 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1598332.875000 Penalty: 4475.849609
	Iteration 6Q: 3 clusters Score -1598333 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1598377.625000 Penalty: 4475.849609
	Iteration 7Q: 3 clusters Score -1598378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1598419.500000 Penalty: 4475.849609
	Iteration 8Q: 3 clusters Score -1598420 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1598456.000000 Penalty: 4475.849609
	Iteration 9Q: 3 clusters Score -1598456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1598498.000000 Penalty: 4475.849609
	Iteration 10Q: 3 clusters Score -1598498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1598541.125000 Penalty: 4475.849609
	Iteration 11Q: 3 clusters Score -1598541 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1598584.000000 Penalty: 4475.849609
	Iteration 12Q: 3 clusters Score -1598584 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1598625.500000 Penalty: 4475.849609
	Iteration 13Q: 3 clusters Score -1598626 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1598702.000000 Penalty: 4475.849609
	Iteration 14Q: 3 clusters Score -1598702 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1598769.000000 Penalty: 4475.849609
	Iteration 15Q: 3 clusters Score -1598769 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1598842.500000 Penalty: 4475.849609
	Iteration 16Q: 3 clusters Score -1598842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1598924.375000 Penalty: 4475.849609
	Iteration 17Q: 3 clusters Score -1598924 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1599033.500000 Penalty: 4475.849609
	Iteration 18Q: 3 clusters Score -1599034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1599152.125000 Penalty: 4475.849609
	Iteration 19Q: 3 clusters Score -1599152 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1599295.375000 Penalty: 4475.849609
	Iteration 20F: 3 clusters Score -1599295 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1599438.500000 Penalty: 4475.849609
	Iteration 21Q: 3 clusters Score -1599438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1599589.125000 Penalty: 4475.849609
	Iteration 22Q: 3 clusters Score -1599589 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1599746.750000 Penalty: 4475.849609
	Iteration 23Q: 3 clusters Score -1599747 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1599858.500000 Penalty: 4475.849609
	Iteration 24Q: 3 clusters Score -1599858 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1599939.375000 Penalty: 4475.849609
	Iteration 25Q: 3 clusters Score -1599939 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1600024.625000 Penalty: 4475.849609
	Iteration 26Q: 3 clusters Score -1600025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1600099.000000 Penalty: 4475.849609
	Iteration 27Q: 3 clusters Score -1600099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1600169.625000 Penalty: 4475.849609
	Iteration 28Q: 3 clusters Score -1600170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1600231.750000 Penalty: 4475.849609
	Iteration 29Q: 3 clusters Score -1600232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1600297.875000 Penalty: 4475.849609
	Iteration 30Q: 3 clusters Score -1600298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1600347.375000 Penalty: 4475.849609
	Iteration 31Q: 3 clusters Score -1600347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1600382.250000 Penalty: 4475.849609
	Iteration 32Q: 3 clusters Score -1600382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1600408.250000 Penalty: 4475.849609
	Iteration 33Q: 3 clusters Score -1600408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1600430.000000 Penalty: 4475.849609
	Iteration 34Q: 3 clusters Score -1600430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1600449.125000 Penalty: 4475.849609
	Iteration 35Q: 3 clusters Score -1600449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1600465.500000 Penalty: 4475.849609
	Iteration 36Q: 3 clusters Score -1600466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1600479.250000 Penalty: 4475.849609
	Iteration 37Q: 3 clusters Score -1600479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1600483.875000 Penalty: 4475.849609
	Iteration 38Q: 3 clusters Score -1600484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1600486.500000 Penalty: 4475.849609
	Iteration 39Q: 3 clusters Score -1600486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1600488.125000 Penalty: 4475.849609
	Iteration 40F: 3 clusters Score -1600488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1600487.875000 Penalty: 4475.849609
	Iteration 41Q: 3 clusters Score -1600488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1600492.375000 Penalty: 4475.849609
	Iteration 42Q: 3 clusters Score -1600492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1600494.000000 Penalty: 4475.849609
	Iteration 43Q: 3 clusters Score -1600494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1600496.375000 Penalty: 4475.849609
	Iteration 44Q: 3 clusters Score -1600496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1600499.000000 Penalty: 4475.849609
	Iteration 45Q: 3 clusters Score -1600499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1600503.000000 Penalty: 4475.849609
	Iteration 46Q: 3 clusters Score -1600503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1600509.375000 Penalty: 4475.849609
	Iteration 47Q: 3 clusters Score -1600509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1600510.500000 Penalty: 4475.849609
	Iteration 48Q: 3 clusters Score -1600510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1600510.500000 Penalty: 4475.849609
	Iteration 49F: 3 clusters Score -1600510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -121660.710938 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -121660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -120019.835938 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -120019.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -120270.148438 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -120270.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -120355.921875 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -120355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -120402.421875 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -120402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120421.117188 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -120421.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -120434.531250 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -120434.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -120448.015625 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -120448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -120454.632812 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -120454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -120463.093750 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -120463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120466.929688 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -120466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -120476.078125 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -120476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -120482.476562 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -120482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -120482.929688 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -120482.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -120482.929688 Penalty: 3234.228271
	Iteration 13F: 3 clusters Score -120482.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Entering Unmasked Estep 
Score: -2815346.750000 Penalty: 2370.287598
	Iteration 0F: 2 clusters Score -2815347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2804946.750000 Penalty: 4740.575195
	Iteration 0F: 3 clusters Score -2804947 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2808238.750000 Penalty: 4740.575195
	Iteration 1F: 3 clusters Score -2808239 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2808576.000000 Penalty: 4740.575195
	Iteration 2F: 3 clusters Score -2808576 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2808845.500000 Penalty: 4740.575195
	Iteration 3Q: 3 clusters Score -2808846 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2809076.000000 Penalty: 4740.575195
	Iteration 4Q: 3 clusters Score -2809076 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2809290.000000 Penalty: 4740.575195
	Iteration 5Q: 3 clusters Score -2809290 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2809503.250000 Penalty: 4740.575195
	Iteration 6Q: 3 clusters Score -2809503 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2809736.250000 Penalty: 4740.575195
	Iteration 7Q: 3 clusters Score -2809736 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2810012.000000 Penalty: 4740.575195
	Iteration 8Q: 3 clusters Score -2810012 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2810275.250000 Penalty: 4740.575195
	Iteration 9Q: 3 clusters Score -2810275 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2810620.500000 Penalty: 4740.575195
	Iteration 10Q: 3 clusters Score -2810620 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2811031.750000 Penalty: 4740.575195
	Iteration 11Q: 3 clusters Score -2811032 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2811473.000000 Penalty: 4740.575195
	Iteration 12Q: 3 clusters Score -2811473 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2811887.000000 Penalty: 4740.575195
	Iteration 13Q: 3 clusters Score -2811887 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2812259.500000 Penalty: 4740.575195
	Iteration 14Q: 3 clusters Score -2812260 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2812559.500000 Penalty: 4740.575195
	Iteration 15Q: 3 clusters Score -2812560 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2812747.000000 Penalty: 4740.575195
	Iteration 16Q: 3 clusters Score -2812747 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2812869.500000 Penalty: 4740.575195
	Iteration 17Q: 3 clusters Score -2812870 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2812985.750000 Penalty: 4740.575195
	Iteration 18Q: 3 clusters Score -2812986 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2813074.750000 Penalty: 4740.575195
	Iteration 19Q: 3 clusters Score -2813075 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2813132.500000 Penalty: 4740.575195
	Iteration 20F: 3 clusters Score -2813132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2813174.250000 Penalty: 4740.575195
	Iteration 21Q: 3 clusters Score -2813174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2813203.500000 Penalty: 4740.575195
	Iteration 22Q: 3 clusters Score -2813204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2813223.750000 Penalty: 4740.575195
	Iteration 23Q: 3 clusters Score -2813224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2813232.000000 Penalty: 4740.575195
	Iteration 24Q: 3 clusters Score -2813232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2813249.750000 Penalty: 4740.575195
	Iteration 25Q: 3 clusters Score -2813250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2813258.250000 Penalty: 4740.575195
	Iteration 26Q: 3 clusters Score -2813258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2813256.500000 Penalty: 4740.575195
	Iteration 27Q: 3 clusters Score -2813256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2813259.250000 Penalty: 4740.575195
	Iteration 28Q: 3 clusters Score -2813259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2813261.000000 Penalty: 4740.575195
	Iteration 29Q: 3 clusters Score -2813261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2813264.500000 Penalty: 4740.575195
	Iteration 30Q: 3 clusters Score -2813264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2813268.250000 Penalty: 4740.575195
	Iteration 31Q: 3 clusters Score -2813268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2813270.250000 Penalty: 4740.575195
	Iteration 32Q: 3 clusters Score -2813270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2813276.750000 Penalty: 4740.575195
	Iteration 33Q: 3 clusters Score -2813277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2813282.000000 Penalty: 4740.575195
	Iteration 34Q: 3 clusters Score -2813282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2813287.250000 Penalty: 4740.575195
	Iteration 35Q: 3 clusters Score -2813287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2813286.000000 Penalty: 4740.575195
	Iteration 36Q: 3 clusters Score -2813286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2813287.250000 Penalty: 4740.575195
	Iteration 37Q: 3 clusters Score -2813287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2813287.250000 Penalty: 4740.575195
	Iteration 38F: 3 clusters Score -2813287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (18075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Entering Unmasked Estep 
Score: -3734461.500000 Penalty: 2430.966797
	Iteration 0F: 2 clusters Score -3734462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3723013.750000 Penalty: 4861.933594
	Iteration 0F: 3 clusters Score -3723014 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -3727249.750000 Penalty: 4861.933594
	Iteration 1F: 3 clusters Score -3727250 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3727649.250000 Penalty: 4861.933594
	Iteration 2F: 3 clusters Score -3727649 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -3727926.500000 Penalty: 4861.933594
	Iteration 3Q: 3 clusters Score -3727926 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3728170.500000 Penalty: 4861.933594
	Iteration 4Q: 3 clusters Score -3728170 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -3728378.000000 Penalty: 4861.933594
	Iteration 5Q: 3 clusters Score -3728378 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3728574.250000 Penalty: 4861.933594
	Iteration 6Q: 3 clusters Score -3728574 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3728752.000000 Penalty: 4861.933594
	Iteration 7Q: 3 clusters Score -3728752 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3728908.250000 Penalty: 4861.933594
	Iteration 8Q: 3 clusters Score -3728908 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3729137.750000 Penalty: 4861.933594
	Iteration 9Q: 3 clusters Score -3729138 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3729481.500000 Penalty: 4861.933594
	Iteration 10Q: 3 clusters Score -3729482 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3730073.500000 Penalty: 4861.933594
	Iteration 11Q: 3 clusters Score -3730074 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3730667.000000 Penalty: 4861.933594
	Iteration 12Q: 3 clusters Score -3730667 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -3731223.500000 Penalty: 4861.933594
	Iteration 13Q: 3 clusters Score -3731224 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3731510.000000 Penalty: 4861.933594
	Iteration 14Q: 3 clusters Score -3731510 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3731717.250000 Penalty: 4861.933594
	Iteration 15Q: 3 clusters Score -3731717 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3731874.250000 Penalty: 4861.933594
	Iteration 16Q: 3 clusters Score -3731874 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3732016.500000 Penalty: 4861.933594
	Iteration 17Q: 3 clusters Score -3732016 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3732073.250000 Penalty: 4861.933594
	Iteration 18Q: 3 clusters Score -3732073 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3732154.000000 Penalty: 4861.933594
	Iteration 19Q: 3 clusters Score -3732154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3732207.500000 Penalty: 4861.933594
	Iteration 20F: 3 clusters Score -3732208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3732291.500000 Penalty: 4861.933594
	Iteration 21Q: 3 clusters Score -3732292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3732256.500000 Penalty: 4861.933594
	Iteration 22Q: 3 clusters Score -3732256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3732286.250000 Penalty: 4861.933594
	Iteration 23Q: 3 clusters Score -3732286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3732281.000000 Penalty: 4861.933594
	Iteration 24Q: 3 clusters Score -3732281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3732287.250000 Penalty: 4861.933594
	Iteration 25Q: 3 clusters Score -3732287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3732307.750000 Penalty: 4861.933594
	Iteration 26Q: 3 clusters Score -3732308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3732299.750000 Penalty: 4861.933594
	Iteration 27Q: 3 clusters Score -3732300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3732311.750000 Penalty: 4861.933594
	Iteration 28Q: 3 clusters Score -3732312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3732316.500000 Penalty: 4861.933594
	Iteration 29Q: 3 clusters Score -3732316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3732293.750000 Penalty: 4861.933594
	Iteration 30Q: 3 clusters Score -3732294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3732316.250000 Penalty: 4861.933594
	Iteration 31Q: 3 clusters Score -3732316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3732314.750000 Penalty: 4861.933594
	Iteration 32Q: 3 clusters Score -3732315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3732311.750000 Penalty: 4861.933594
	Iteration 33Q: 3 clusters Score -3732312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3732321.250000 Penalty: 4861.933594
	Iteration 34Q: 3 clusters Score -3732321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3732347.000000 Penalty: 4861.933594
	Iteration 35Q: 3 clusters Score -3732347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3732346.500000 Penalty: 4861.933594
	Iteration 36Q: 3 clusters Score -3732346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3732331.500000 Penalty: 4861.933594
	Iteration 37Q: 3 clusters Score -3732332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3732354.000000 Penalty: 4861.933594
	Iteration 38Q: 3 clusters Score -3732354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3732362.250000 Penalty: 4861.933594
	Iteration 39Q: 3 clusters Score -3732362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3732350.750000 Penalty: 4861.933594
	Iteration 40F: 3 clusters Score -3732351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3732359.500000 Penalty: 4861.933594
	Iteration 41Q: 3 clusters Score -3732360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3732337.500000 Penalty: 4861.933594
	Iteration 42Q: 3 clusters Score -3732338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3732364.500000 Penalty: 4861.933594
	Iteration 43Q: 3 clusters Score -3732364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3732342.000000 Penalty: 4861.933594
	Iteration 44Q: 3 clusters Score -3732342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3732344.500000 Penalty: 4861.933594
	Iteration 45Q: 3 clusters Score -3732344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3732348.500000 Penalty: 4861.933594
	Iteration 46Q: 3 clusters Score -3732348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3732353.750000 Penalty: 4861.933594
	Iteration 47Q: 3 clusters Score -3732354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3732353.750000 Penalty: 4861.933594
	Iteration 48F: 3 clusters Score -3732354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Entering Unmasked Estep 
Score: -4573206.000000 Penalty: 2482.247559
	Iteration 0F: 2 clusters Score -4573206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -4559787.500000 Penalty: 4964.495117
	Iteration 0F: 3 clusters Score -4559788 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4565102.500000 Penalty: 4964.495117
	Iteration 1F: 3 clusters Score -4565102 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4565551.500000 Penalty: 4964.495117
	Iteration 2F: 3 clusters Score -4565552 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4565898.000000 Penalty: 4964.495117
	Iteration 3F: 3 clusters Score -4565898 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -4566240.500000 Penalty: 4964.495117
	Iteration 4Q: 3 clusters Score -4566240 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4566650.000000 Penalty: 4964.495117
	Iteration 5Q: 3 clusters Score -4566650 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -4567057.500000 Penalty: 4964.495117
	Iteration 6Q: 3 clusters Score -4567058 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4567729.500000 Penalty: 4964.495117
	Iteration 7Q: 3 clusters Score -4567730 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4569017.500000 Penalty: 4964.495117
	Iteration 8F: 3 clusters Score -4569018 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4570594.000000 Penalty: 4964.495117
	Iteration 9F: 3 clusters Score -4570594 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4571388.500000 Penalty: 4964.495117
	Iteration 10F: 3 clusters Score -4571388 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4571849.500000 Penalty: 4964.495117
	Iteration 11Q: 3 clusters Score -4571850 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4572039.500000 Penalty: 4964.495117
	Iteration 12Q: 3 clusters Score -4572040 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -4572199.000000 Penalty: 4964.495117
	Iteration 13Q: 3 clusters Score -4572199 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4572273.000000 Penalty: 4964.495117
	Iteration 14Q: 3 clusters Score -4572273 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -4572333.500000 Penalty: 4964.495117
	Iteration 15Q: 3 clusters Score -4572334 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4572333.500000 Penalty: 4964.495117
	Iteration 16Q: 3 clusters Score -4572334 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4572308.500000 Penalty: 4964.495117
	Iteration 17Q: 3 clusters Score -4572308 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4572329.500000 Penalty: 4964.495117
	Iteration 18Q: 3 clusters Score -4572330 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -4572270.500000 Penalty: 4964.495117
	Iteration 19Q: 3 clusters Score -4572270 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -4572247.500000 Penalty: 4964.495117
	Iteration 20F: 3 clusters Score -4572248 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -4572189.000000 Penalty: 4964.495117
	Iteration 21Q: 3 clusters Score -4572189 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4572196.000000 Penalty: 4964.495117
	Iteration 22Q: 3 clusters Score -4572196 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4572117.500000 Penalty: 4964.495117
	Iteration 23Q: 3 clusters Score -4572118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4571995.500000 Penalty: 4964.495117
	Iteration 24Q: 3 clusters Score -4571996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4571977.000000 Penalty: 4964.495117
	Iteration 25Q: 3 clusters Score -4571977 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4571981.500000 Penalty: 4964.495117
	Iteration 26Q: 3 clusters Score -4571982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -4571960.500000 Penalty: 4964.495117
	Iteration 27Q: 3 clusters Score -4571960 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4571961.000000 Penalty: 4964.495117
	Iteration 28Q: 3 clusters Score -4571961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4571950.000000 Penalty: 4964.495117
	Iteration 29Q: 3 clusters Score -4571950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -4571951.000000 Penalty: 4964.495117
	Iteration 30Q: 3 clusters Score -4571951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4571951.500000 Penalty: 4964.495117
	Iteration 31Q: 3 clusters Score -4571952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4571930.500000 Penalty: 4964.495117
	Iteration 32Q: 3 clusters Score -4571930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4571933.000000 Penalty: 4964.495117
	Iteration 33Q: 3 clusters Score -4571933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4571928.500000 Penalty: 4964.495117
	Iteration 34Q: 3 clusters Score -4571928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4571913.500000 Penalty: 4964.495117
	Iteration 35Q: 3 clusters Score -4571914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4571928.500000 Penalty: 4964.495117
	Iteration 36Q: 3 clusters Score -4571928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -4571945.000000 Penalty: 4964.495117
	Iteration 37Q: 3 clusters Score -4571945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4571940.500000 Penalty: 4964.495117
	Iteration 38Q: 3 clusters Score -4571940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4571941.500000 Penalty: 4964.495117
	Iteration 39Q: 3 clusters Score -4571942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -4571942.500000 Penalty: 4964.495117
	Iteration 40F: 3 clusters Score -4571942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -4571932.500000 Penalty: 4964.495117
	Iteration 41Q: 3 clusters Score -4571932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4571949.500000 Penalty: 4964.495117
	Iteration 42Q: 3 clusters Score -4571950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4571948.000000 Penalty: 4964.495117
	Iteration 43Q: 3 clusters Score -4571948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4571952.000000 Penalty: 4964.495117
	Iteration 44Q: 3 clusters Score -4571952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4571950.500000 Penalty: 4964.495117
	Iteration 45Q: 3 clusters Score -4571950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -4571950.500000 Penalty: 4964.495117
	Iteration 46F: 3 clusters Score -4571950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Entering Unmasked Estep 
Score: -4184506.000000 Penalty: 2475.976562
	Iteration 0F: 2 clusters Score -4184506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4169289.500000 Penalty: 4951.953125
	Iteration 0F: 3 clusters Score -4169290 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4174458.250000 Penalty: 4951.953125
	Iteration 1F: 3 clusters Score -4174458 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4174793.500000 Penalty: 4951.953125
	Iteration 2F: 3 clusters Score -4174794 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4175092.750000 Penalty: 4951.953125
	Iteration 3Q: 3 clusters Score -4175093 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -4175304.500000 Penalty: 4951.953125
	Iteration 4Q: 3 clusters Score -4175304 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -4175539.250000 Penalty: 4951.953125
	Iteration 5Q: 3 clusters Score -4175539 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -4175729.000000 Penalty: 4951.953125
	Iteration 6Q: 3 clusters Score -4175729 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4175992.250000 Penalty: 4951.953125
	Iteration 7Q: 3 clusters Score -4175992 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4176271.500000 Penalty: 4951.953125
	Iteration 8Q: 3 clusters Score -4176272 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4176614.500000 Penalty: 4951.953125
	Iteration 9Q: 3 clusters Score -4176614 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4177064.000000 Penalty: 4951.953125
	Iteration 10Q: 3 clusters Score -4177064 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4177647.250000 Penalty: 4951.953125
	Iteration 11Q: 3 clusters Score -4177647 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4178356.500000 Penalty: 4951.953125
	Iteration 12Q: 3 clusters Score -4178356 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4179106.750000 Penalty: 4951.953125
	Iteration 13Q: 3 clusters Score -4179107 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4179761.250000 Penalty: 4951.953125
	Iteration 14Q: 3 clusters Score -4179761 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -4180195.500000 Penalty: 4951.953125
	Iteration 15Q: 3 clusters Score -4180196 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4180429.000000 Penalty: 4951.953125
	Iteration 16Q: 3 clusters Score -4180429 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4180593.750000 Penalty: 4951.953125
	Iteration 17Q: 3 clusters Score -4180594 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4180710.000000 Penalty: 4951.953125
	Iteration 18Q: 3 clusters Score -4180710 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4180818.000000 Penalty: 4951.953125
	Iteration 19Q: 3 clusters Score -4180818 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4180889.250000 Penalty: 4951.953125
	Iteration 20F: 3 clusters Score -4180889 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -4180977.000000 Penalty: 4951.953125
	Iteration 21Q: 3 clusters Score -4180977 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4181065.250000 Penalty: 4951.953125
	Iteration 22Q: 3 clusters Score -4181065 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4181146.250000 Penalty: 4951.953125
	Iteration 23Q: 3 clusters Score -4181146 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4181222.000000 Penalty: 4951.953125
	Iteration 24Q: 3 clusters Score -4181222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4181268.250000 Penalty: 4951.953125
	Iteration 25Q: 3 clusters Score -4181268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4181343.000000 Penalty: 4951.953125
	Iteration 26Q: 3 clusters Score -4181343 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4181427.500000 Penalty: 4951.953125
	Iteration 27Q: 3 clusters Score -4181428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4181508.500000 Penalty: 4951.953125
	Iteration 28Q: 3 clusters Score -4181508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4181590.750000 Penalty: 4951.953125
	Iteration 29Q: 3 clusters Score -4181591 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4181656.250000 Penalty: 4951.953125
	Iteration 30Q: 3 clusters Score -4181656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -4181700.250000 Penalty: 4951.953125
	Iteration 31Q: 3 clusters Score -4181700 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -4181761.750000 Penalty: 4951.953125
	Iteration 32Q: 3 clusters Score -4181762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4181810.750000 Penalty: 4951.953125
	Iteration 33Q: 3 clusters Score -4181811 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4181869.750000 Penalty: 4951.953125
	Iteration 34Q: 3 clusters Score -4181870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -4181910.000000 Penalty: 4951.953125
	Iteration 35Q: 3 clusters Score -4181910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4181938.250000 Penalty: 4951.953125
	Iteration 36Q: 3 clusters Score -4181938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4181980.750000 Penalty: 4951.953125
	Iteration 37Q: 3 clusters Score -4181981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4182000.750000 Penalty: 4951.953125
	Iteration 38Q: 3 clusters Score -4182001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4182026.750000 Penalty: 4951.953125
	Iteration 39Q: 3 clusters Score -4182027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -4182040.500000 Penalty: 4951.953125
	Iteration 40F: 3 clusters Score -4182040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -4182066.250000 Penalty: 4951.953125
	Iteration 41Q: 3 clusters Score -4182066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4182078.750000 Penalty: 4951.953125
	Iteration 42Q: 3 clusters Score -4182079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4182091.500000 Penalty: 4951.953125
	Iteration 43Q: 3 clusters Score -4182092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4182100.750000 Penalty: 4951.953125
	Iteration 44Q: 3 clusters Score -4182101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4182123.250000 Penalty: 4951.953125
	Iteration 45Q: 3 clusters Score -4182123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -4182136.500000 Penalty: 4951.953125
	Iteration 46Q: 3 clusters Score -4182136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -4182143.250000 Penalty: 4951.953125
	Iteration 47Q: 3 clusters Score -4182143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4182149.250000 Penalty: 4951.953125
	Iteration 48Q: 3 clusters Score -4182149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -4182154.500000 Penalty: 4951.953125
	Iteration 49Q: 3 clusters Score -4182154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -4182156.500000 Penalty: 4951.953125
	Iteration 50Q: 3 clusters Score -4182156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4182168.250000 Penalty: 4951.953125
	Iteration 51Q: 3 clusters Score -4182168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -4182181.250000 Penalty: 4951.953125
	Iteration 52Q: 3 clusters Score -4182181 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4182188.250000 Penalty: 4951.953125
	Iteration 53Q: 3 clusters Score -4182188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4182199.750000 Penalty: 4951.953125
	Iteration 54Q: 3 clusters Score -4182200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4182217.000000 Penalty: 4951.953125
	Iteration 55Q: 3 clusters Score -4182217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4182228.500000 Penalty: 4951.953125
	Iteration 56Q: 3 clusters Score -4182228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4182228.250000 Penalty: 4951.953125
	Iteration 57Q: 3 clusters Score -4182228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4182240.750000 Penalty: 4951.953125
	Iteration 58Q: 3 clusters Score -4182241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -4182240.250000 Penalty: 4951.953125
	Iteration 59Q: 3 clusters Score -4182240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4182250.750000 Penalty: 4951.953125
	Iteration 60F: 3 clusters Score -4182251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4182249.750000 Penalty: 4951.953125
	Iteration 61Q: 3 clusters Score -4182250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -4182250.000000 Penalty: 4951.953125
	Iteration 62Q: 3 clusters Score -4182250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4182250.000000 Penalty: 4951.953125
	Iteration 63Q: 3 clusters Score -4182250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4182262.000000 Penalty: 4951.953125
	Iteration 64Q: 3 clusters Score -4182262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -4182264.250000 Penalty: 4951.953125
	Iteration 65Q: 3 clusters Score -4182264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4182262.750000 Penalty: 4951.953125
	Iteration 66Q: 3 clusters Score -4182263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4182266.250000 Penalty: 4951.953125
	Iteration 67Q: 3 clusters Score -4182266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -4182270.000000 Penalty: 4951.953125
	Iteration 68Q: 3 clusters Score -4182270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4182269.750000 Penalty: 4951.953125
	Iteration 69Q: 3 clusters Score -4182270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -4182269.500000 Penalty: 4951.953125
	Iteration 70Q: 3 clusters Score -4182270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -4182275.000000 Penalty: 4951.953125
	Iteration 71Q: 3 clusters Score -4182275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4182273.000000 Penalty: 4951.953125
	Iteration 72Q: 3 clusters Score -4182273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -4182273.000000 Penalty: 4951.953125
	Iteration 73F: 3 clusters Score -4182273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Entering Unmasked Estep 
Score: -3140238.500000 Penalty: 2419.495605
	Iteration 0F: 2 clusters Score -3140238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3127893.250000 Penalty: 4838.991211
	Iteration 0F: 3 clusters Score -3127893 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3131841.500000 Penalty: 4838.991211
	Iteration 1F: 3 clusters Score -3131842 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3132167.750000 Penalty: 4838.991211
	Iteration 2F: 3 clusters Score -3132168 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3132417.000000 Penalty: 4838.991211
	Iteration 3Q: 3 clusters Score -3132417 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3132604.250000 Penalty: 4838.991211
	Iteration 4Q: 3 clusters Score -3132604 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3132764.250000 Penalty: 4838.991211
	Iteration 5Q: 3 clusters Score -3132764 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3132915.500000 Penalty: 4838.991211
	Iteration 6Q: 3 clusters Score -3132916 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3133077.500000 Penalty: 4838.991211
	Iteration 7Q: 3 clusters Score -3133078 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3133227.500000 Penalty: 4838.991211
	Iteration 8Q: 3 clusters Score -3133228 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3133393.750000 Penalty: 4838.991211
	Iteration 9Q: 3 clusters Score -3133394 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3133596.500000 Penalty: 4838.991211
	Iteration 10Q: 3 clusters Score -3133596 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3133855.000000 Penalty: 4838.991211
	Iteration 11Q: 3 clusters Score -3133855 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -3134182.500000 Penalty: 4838.991211
	Iteration 12Q: 3 clusters Score -3134182 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3134589.500000 Penalty: 4838.991211
	Iteration 13Q: 3 clusters Score -3134590 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3135116.750000 Penalty: 4838.991211
	Iteration 14Q: 3 clusters Score -3135117 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3135715.500000 Penalty: 4838.991211
	Iteration 15Q: 3 clusters Score -3135716 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3136376.250000 Penalty: 4838.991211
	Iteration 16Q: 3 clusters Score -3136376 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3136952.500000 Penalty: 4838.991211
	Iteration 17Q: 3 clusters Score -3136952 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3137409.750000 Penalty: 4838.991211
	Iteration 18Q: 3 clusters Score -3137410 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3137651.250000 Penalty: 4838.991211
	Iteration 19Q: 3 clusters Score -3137651 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3137801.000000 Penalty: 4838.991211
	Iteration 20F: 3 clusters Score -3137801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3137919.000000 Penalty: 4838.991211
	Iteration 21Q: 3 clusters Score -3137919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3137986.750000 Penalty: 4838.991211
	Iteration 22Q: 3 clusters Score -3137987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3138034.750000 Penalty: 4838.991211
	Iteration 23Q: 3 clusters Score -3138035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3138066.000000 Penalty: 4838.991211
	Iteration 24Q: 3 clusters Score -3138066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3138084.000000 Penalty: 4838.991211
	Iteration 25Q: 3 clusters Score -3138084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3138109.750000 Penalty: 4838.991211
	Iteration 26Q: 3 clusters Score -3138110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3138123.500000 Penalty: 4838.991211
	Iteration 27Q: 3 clusters Score -3138124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3138125.500000 Penalty: 4838.991211
	Iteration 28Q: 3 clusters Score -3138126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3138139.000000 Penalty: 4838.991211
	Iteration 29Q: 3 clusters Score -3138139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3138144.000000 Penalty: 4838.991211
	Iteration 30Q: 3 clusters Score -3138144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3138149.250000 Penalty: 4838.991211
	Iteration 31Q: 3 clusters Score -3138149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3138155.500000 Penalty: 4838.991211
	Iteration 32Q: 3 clusters Score -3138156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3138160.000000 Penalty: 4838.991211
	Iteration 33Q: 3 clusters Score -3138160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3138160.750000 Penalty: 4838.991211
	Iteration 34Q: 3 clusters Score -3138161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3138163.500000 Penalty: 4838.991211
	Iteration 35Q: 3 clusters Score -3138164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3138166.500000 Penalty: 4838.991211
	Iteration 36Q: 3 clusters Score -3138166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3138171.250000 Penalty: 4838.991211
	Iteration 37Q: 3 clusters Score -3138171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3138170.000000 Penalty: 4838.991211
	Iteration 38Q: 3 clusters Score -3138170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3138170.000000 Penalty: 4838.991211
	Iteration 39Q: 3 clusters Score -3138170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3138170.000000 Penalty: 4838.991211
	Iteration 40F: 3 clusters Score -3138170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Entering Unmasked Estep 
Score: -647942.062500 Penalty: 2023.454102
	Iteration 0F: 2 clusters Score -647942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -644400.750000 Penalty: 4046.908203
	Iteration 0F: 3 clusters Score -644400.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -645112.437500 Penalty: 4046.908203
	Iteration 1F: 3 clusters Score -645112.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -645255.562500 Penalty: 4046.908203
	Iteration 2F: 3 clusters Score -645255.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -645333.125000 Penalty: 4046.908203
	Iteration 3Q: 3 clusters Score -645333.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -645378.500000 Penalty: 4046.908203
	Iteration 4Q: 3 clusters Score -645378.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -645407.625000 Penalty: 4046.908203
	Iteration 5Q: 3 clusters Score -645407.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -645426.062500 Penalty: 4046.908203
	Iteration 6Q: 3 clusters Score -645426.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -645446.312500 Penalty: 4046.908203
	Iteration 7Q: 3 clusters Score -645446.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -645468.812500 Penalty: 4046.908203
	Iteration 8Q: 3 clusters Score -645468.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -645488.062500 Penalty: 4046.908203
	Iteration 9Q: 3 clusters Score -645488.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -645501.375000 Penalty: 4046.908203
	Iteration 10Q: 3 clusters Score -645501.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -645511.000000 Penalty: 4046.908203
	Iteration 11Q: 3 clusters Score -645511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -645518.437500 Penalty: 4046.908203
	Iteration 12Q: 3 clusters Score -645518.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -645526.562500 Penalty: 4046.908203
	Iteration 13Q: 3 clusters Score -645526.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -645536.312500 Penalty: 4046.908203
	Iteration 14Q: 3 clusters Score -645536.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -645546.375000 Penalty: 4046.908203
	Iteration 15Q: 3 clusters Score -645546.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -645556.812500 Penalty: 4046.908203
	Iteration 16Q: 3 clusters Score -645556.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -645564.062500 Penalty: 4046.908203
	Iteration 17Q: 3 clusters Score -645564.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -645568.687500 Penalty: 4046.908203
	Iteration 18Q: 3 clusters Score -645568.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -645570.812500 Penalty: 4046.908203
	Iteration 19Q: 3 clusters Score -645570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -645572.750000 Penalty: 4046.908203
	Iteration 20F: 3 clusters Score -645572.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -645574.437500 Penalty: 4046.908203
	Iteration 21Q: 3 clusters Score -645574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -645576.437500 Penalty: 4046.908203
	Iteration 22Q: 3 clusters Score -645576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -645578.000000 Penalty: 4046.908203
	Iteration 23Q: 3 clusters Score -645578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -645583.750000 Penalty: 4046.908203
	Iteration 24Q: 3 clusters Score -645583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -645586.625000 Penalty: 4046.908203
	Iteration 25Q: 3 clusters Score -645586.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -645588.812500 Penalty: 4046.908203
	Iteration 26Q: 3 clusters Score -645588.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -645590.750000 Penalty: 4046.908203
	Iteration 27Q: 3 clusters Score -645590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -645594.687500 Penalty: 4046.908203
	Iteration 28Q: 3 clusters Score -645594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -645595.812500 Penalty: 4046.908203
	Iteration 29Q: 3 clusters Score -645595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -645598.437500 Penalty: 4046.908203
	Iteration 30Q: 3 clusters Score -645598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -645599.312500 Penalty: 4046.908203
	Iteration 31Q: 3 clusters Score -645599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -645601.437500 Penalty: 4046.908203
	Iteration 32Q: 3 clusters Score -645601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -645601.500000 Penalty: 4046.908203
	Iteration 33Q: 3 clusters Score -645601.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -645605.750000 Penalty: 4046.908203
	Iteration 34Q: 3 clusters Score -645605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -645605.687500 Penalty: 4046.908203
	Iteration 35Q: 3 clusters Score -645605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -645606.500000 Penalty: 4046.908203
	Iteration 36Q: 3 clusters Score -645606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -645607.062500 Penalty: 4046.908203
	Iteration 37Q: 3 clusters Score -645607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -645609.750000 Penalty: 4046.908203
	Iteration 38Q: 3 clusters Score -645609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -645610.250000 Penalty: 4046.908203
	Iteration 39Q: 3 clusters Score -645610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -645611.125000 Penalty: 4046.908203
	Iteration 40F: 3 clusters Score -645611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -645613.062500 Penalty: 4046.908203
	Iteration 41Q: 3 clusters Score -645613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -645616.500000 Penalty: 4046.908203
	Iteration 42Q: 3 clusters Score -645616.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -645617.250000 Penalty: 4046.908203
	Iteration 43Q: 3 clusters Score -645617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -645618.937500 Penalty: 4046.908203
	Iteration 44Q: 3 clusters Score -645618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -645622.437500 Penalty: 4046.908203
	Iteration 45Q: 3 clusters Score -645622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -645623.062500 Penalty: 4046.908203
	Iteration 46Q: 3 clusters Score -645623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -645626.062500 Penalty: 4046.908203
	Iteration 47Q: 3 clusters Score -645626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -645627.625000 Penalty: 4046.908203
	Iteration 48Q: 3 clusters Score -645627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -645630.062500 Penalty: 4046.908203
	Iteration 49Q: 3 clusters Score -645630.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -645633.375000 Penalty: 4046.908203
	Iteration 50Q: 3 clusters Score -645633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -645638.750000 Penalty: 4046.908203
	Iteration 51Q: 3 clusters Score -645638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -645642.750000 Penalty: 4046.908203
	Iteration 52Q: 3 clusters Score -645642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -645643.312500 Penalty: 4046.908203
	Iteration 53Q: 3 clusters Score -645643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -645645.937500 Penalty: 4046.908203
	Iteration 54Q: 3 clusters Score -645645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -645648.625000 Penalty: 4046.908203
	Iteration 55Q: 3 clusters Score -645648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -645649.437500 Penalty: 4046.908203
	Iteration 56Q: 3 clusters Score -645649.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -645653.000000 Penalty: 4046.908203
	Iteration 57Q: 3 clusters Score -645653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -645657.687500 Penalty: 4046.908203
	Iteration 58Q: 3 clusters Score -645657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -645659.187500 Penalty: 4046.908203
	Iteration 59Q: 3 clusters Score -645659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -645659.625000 Penalty: 4046.908203
	Iteration 60F: 3 clusters Score -645659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -645663.750000 Penalty: 4046.908203
	Iteration 61Q: 3 clusters Score -645663.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -645667.812500 Penalty: 4046.908203
	Iteration 62Q: 3 clusters Score -645667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -645668.937500 Penalty: 4046.908203
	Iteration 63Q: 3 clusters Score -645668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -645670.000000 Penalty: 4046.908203
	Iteration 64Q: 3 clusters Score -645670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -645670.000000 Penalty: 4046.908203
	Iteration 65F: 3 clusters Score -645670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Entering Unmasked Estep 
Score: -2605855.000000 Penalty: 2344.706543
	Iteration 0F: 2 clusters Score -2605855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2596605.500000 Penalty: 4689.413086
	Iteration 0F: 3 clusters Score -2596606 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2599516.750000 Penalty: 4689.413086
	Iteration 1F: 3 clusters Score -2599517 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2599882.500000 Penalty: 4689.413086
	Iteration 2F: 3 clusters Score -2599882 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2600127.250000 Penalty: 4689.413086
	Iteration 3Q: 3 clusters Score -2600127 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2600332.000000 Penalty: 4689.413086
	Iteration 4Q: 3 clusters Score -2600332 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2600541.750000 Penalty: 4689.413086
	Iteration 5Q: 3 clusters Score -2600542 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2600804.750000 Penalty: 4689.413086
	Iteration 6Q: 3 clusters Score -2600805 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2601139.500000 Penalty: 4689.413086
	Iteration 7Q: 3 clusters Score -2601140 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2601526.000000 Penalty: 4689.413086
	Iteration 8Q: 3 clusters Score -2601526 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2602016.000000 Penalty: 4689.413086
	Iteration 9F: 3 clusters Score -2602016 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2602618.000000 Penalty: 4689.413086
	Iteration 10F: 3 clusters Score -2602618 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2603248.250000 Penalty: 4689.413086
	Iteration 11F: 3 clusters Score -2603248 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2603816.250000 Penalty: 4689.413086
	Iteration 12Q: 3 clusters Score -2603816 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2604080.000000 Penalty: 4689.413086
	Iteration 13Q: 3 clusters Score -2604080 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2604169.250000 Penalty: 4689.413086
	Iteration 14Q: 3 clusters Score -2604169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2604222.250000 Penalty: 4689.413086
	Iteration 15Q: 3 clusters Score -2604222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2604255.500000 Penalty: 4689.413086
	Iteration 16Q: 3 clusters Score -2604256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2604267.000000 Penalty: 4689.413086
	Iteration 17Q: 3 clusters Score -2604267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2604280.000000 Penalty: 4689.413086
	Iteration 18Q: 3 clusters Score -2604280 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2604287.000000 Penalty: 4689.413086
	Iteration 19Q: 3 clusters Score -2604287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2604292.750000 Penalty: 4689.413086
	Iteration 20F: 3 clusters Score -2604293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2604296.250000 Penalty: 4689.413086
	Iteration 21Q: 3 clusters Score -2604296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2604298.750000 Penalty: 4689.413086
	Iteration 22Q: 3 clusters Score -2604299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2604303.000000 Penalty: 4689.413086
	Iteration 23Q: 3 clusters Score -2604303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2604308.750000 Penalty: 4689.413086
	Iteration 24Q: 3 clusters Score -2604309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2604310.750000 Penalty: 4689.413086
	Iteration 25Q: 3 clusters Score -2604311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2604312.750000 Penalty: 4689.413086
	Iteration 26Q: 3 clusters Score -2604313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2604311.500000 Penalty: 4689.413086
	Iteration 27Q: 3 clusters Score -2604312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2604312.250000 Penalty: 4689.413086
	Iteration 28Q: 3 clusters Score -2604312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2604312.250000 Penalty: 4689.413086
	Iteration 29Q: 3 clusters Score -2604312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2604313.250000 Penalty: 4689.413086
	Iteration 30Q: 3 clusters Score -2604313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2604312.500000 Penalty: 4689.413086
	Iteration 31Q: 3 clusters Score -2604312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2604318.000000 Penalty: 4689.413086
	Iteration 32Q: 3 clusters Score -2604318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2604313.250000 Penalty: 4689.413086
	Iteration 33Q: 3 clusters Score -2604313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2604314.250000 Penalty: 4689.413086
	Iteration 34Q: 3 clusters Score -2604314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2604315.750000 Penalty: 4689.413086
	Iteration 35Q: 3 clusters Score -2604316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2604318.750000 Penalty: 4689.413086
	Iteration 36Q: 3 clusters Score -2604319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2604317.250000 Penalty: 4689.413086
	Iteration 37Q: 3 clusters Score -2604317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2604319.250000 Penalty: 4689.413086
	Iteration 38Q: 3 clusters Score -2604319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2604319.500000 Penalty: 4689.413086
	Iteration 39Q: 3 clusters Score -2604320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2604319.000000 Penalty: 4689.413086
	Iteration 40F: 3 clusters Score -2604319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2604319.500000 Penalty: 4689.413086
	Iteration 41Q: 3 clusters Score -2604320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2604317.750000 Penalty: 4689.413086
	Iteration 42Q: 3 clusters Score -2604318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2604322.000000 Penalty: 4689.413086
	Iteration 43Q: 3 clusters Score -2604322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2604322.000000 Penalty: 4689.413086
	Iteration 44F: 3 clusters Score -2604322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Entering Unmasked Estep 
Score: -5349279.500000 Penalty: 2536.363525
	Iteration 0F: 2 clusters Score -5349280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -5330692.000000 Penalty: 5072.727051
	Iteration 0F: 3 clusters Score -5330692 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5337398.000000 Penalty: 5072.727051
	Iteration 1F: 3 clusters Score -5337398 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5337962.500000 Penalty: 5072.727051
	Iteration 2F: 3 clusters Score -5337962 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5338466.500000 Penalty: 5072.727051
	Iteration 3Q: 3 clusters Score -5338466 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -5338951.500000 Penalty: 5072.727051
	Iteration 4Q: 3 clusters Score -5338952 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5339546.500000 Penalty: 5072.727051
	Iteration 5Q: 3 clusters Score -5339546 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5340369.500000 Penalty: 5072.727051
	Iteration 6Q: 3 clusters Score -5340370 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5341340.000000 Penalty: 5072.727051
	Iteration 7F: 3 clusters Score -5341340 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -5342531.500000 Penalty: 5072.727051
	Iteration 8F: 3 clusters Score -5342532 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5343513.500000 Penalty: 5072.727051
	Iteration 9F: 3 clusters Score -5343514 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5344085.500000 Penalty: 5072.727051
	Iteration 10Q: 3 clusters Score -5344086 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5344289.500000 Penalty: 5072.727051
	Iteration 11Q: 3 clusters Score -5344290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -5344428.500000 Penalty: 5072.727051
	Iteration 12Q: 3 clusters Score -5344428 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -5344534.000000 Penalty: 5072.727051
	Iteration 13Q: 3 clusters Score -5344534 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5344595.000000 Penalty: 5072.727051
	Iteration 14Q: 3 clusters Score -5344595 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5344651.000000 Penalty: 5072.727051
	Iteration 15Q: 3 clusters Score -5344651 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5344694.000000 Penalty: 5072.727051
	Iteration 16Q: 3 clusters Score -5344694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -5344756.500000 Penalty: 5072.727051
	Iteration 17Q: 3 clusters Score -5344756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5344787.000000 Penalty: 5072.727051
	Iteration 18Q: 3 clusters Score -5344787 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5344809.000000 Penalty: 5072.727051
	Iteration 19Q: 3 clusters Score -5344809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -5344815.000000 Penalty: 5072.727051
	Iteration 20F: 3 clusters Score -5344815 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5344845.000000 Penalty: 5072.727051
	Iteration 21Q: 3 clusters Score -5344845 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -5344855.500000 Penalty: 5072.727051
	Iteration 22Q: 3 clusters Score -5344856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5344901.500000 Penalty: 5072.727051
	Iteration 23Q: 3 clusters Score -5344902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -5344896.500000 Penalty: 5072.727051
	Iteration 24Q: 3 clusters Score -5344896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5344904.500000 Penalty: 5072.727051
	Iteration 25Q: 3 clusters Score -5344904 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5344919.000000 Penalty: 5072.727051
	Iteration 26Q: 3 clusters Score -5344919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -5344920.000000 Penalty: 5072.727051
	Iteration 27Q: 3 clusters Score -5344920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5344934.000000 Penalty: 5072.727051
	Iteration 28Q: 3 clusters Score -5344934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -5344933.500000 Penalty: 5072.727051
	Iteration 29Q: 3 clusters Score -5344934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -5344937.500000 Penalty: 5072.727051
	Iteration 30Q: 3 clusters Score -5344938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -5344940.000000 Penalty: 5072.727051
	Iteration 31Q: 3 clusters Score -5344940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -5344940.500000 Penalty: 5072.727051
	Iteration 32Q: 3 clusters Score -5344940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5344945.000000 Penalty: 5072.727051
	Iteration 33Q: 3 clusters Score -5344945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5344948.500000 Penalty: 5072.727051
	Iteration 34Q: 3 clusters Score -5344948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5344944.500000 Penalty: 5072.727051
	Iteration 35Q: 3 clusters Score -5344944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5344950.000000 Penalty: 5072.727051
	Iteration 36Q: 3 clusters Score -5344950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -5344950.500000 Penalty: 5072.727051
	Iteration 37Q: 3 clusters Score -5344950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -5344955.000000 Penalty: 5072.727051
	Iteration 38Q: 3 clusters Score -5344955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -5344955.500000 Penalty: 5072.727051
	Iteration 39Q: 3 clusters Score -5344956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5344952.500000 Penalty: 5072.727051
	Iteration 40F: 3 clusters Score -5344952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -5344951.500000 Penalty: 5072.727051
	Iteration 41Q: 3 clusters Score -5344952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5344954.500000 Penalty: 5072.727051
	Iteration 42Q: 3 clusters Score -5344954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -5344949.500000 Penalty: 5072.727051
	Iteration 43Q: 3 clusters Score -5344950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -5344958.500000 Penalty: 5072.727051
	Iteration 44Q: 3 clusters Score -5344958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5344949.500000 Penalty: 5072.727051
	Iteration 45Q: 3 clusters Score -5344950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -5344961.500000 Penalty: 5072.727051
	Iteration 46Q: 3 clusters Score -5344962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -5344962.500000 Penalty: 5072.727051
	Iteration 47Q: 3 clusters Score -5344962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -5344951.500000 Penalty: 5072.727051
	Iteration 48Q: 3 clusters Score -5344952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -5344952.000000 Penalty: 5072.727051
	Iteration 49Q: 3 clusters Score -5344952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -5344952.000000 Penalty: 5072.727051
	Iteration 50Q: 3 clusters Score -5344952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5344949.500000 Penalty: 5072.727051
	Iteration 51Q: 3 clusters Score -5344950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5344957.500000 Penalty: 5072.727051
	Iteration 52Q: 3 clusters Score -5344958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5344950.000000 Penalty: 5072.727051
	Iteration 53Q: 3 clusters Score -5344950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5344947.000000 Penalty: 5072.727051
	Iteration 54Q: 3 clusters Score -5344947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -5344948.500000 Penalty: 5072.727051
	Iteration 55Q: 3 clusters Score -5344948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5344945.500000 Penalty: 5072.727051
	Iteration 56Q: 3 clusters Score -5344946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5344940.500000 Penalty: 5072.727051
	Iteration 57Q: 3 clusters Score -5344940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5344944.000000 Penalty: 5072.727051
	Iteration 58Q: 3 clusters Score -5344944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -5344951.500000 Penalty: 5072.727051
	Iteration 59Q: 3 clusters Score -5344952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -5344950.500000 Penalty: 5072.727051
	Iteration 60F: 3 clusters Score -5344950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -5344946.500000 Penalty: 5072.727051
	Iteration 61Q: 3 clusters Score -5344946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -5344942.000000 Penalty: 5072.727051
	Iteration 62Q: 3 clusters Score -5344942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5344941.000000 Penalty: 5072.727051
	Iteration 63Q: 3 clusters Score -5344941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -5344941.000000 Penalty: 5072.727051
	Iteration 64F: 3 clusters Score -5344941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -33575.179688 Penalty: 1321.313232
	Iteration 0F: 2 clusters Score -33575.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -32452.787109 Penalty: 2642.626465
	Iteration 0F: 3 clusters Score -32452.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32505.621094 Penalty: 2642.626465
	Iteration 1F: 3 clusters Score -32505.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32517.529297 Penalty: 2642.626465
	Iteration 2Q: 3 clusters Score -32517.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -32517.529297 Penalty: 2642.626465
	Iteration 3F: 3 clusters Score -32517.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Entering Unmasked Estep 
Score: -4924057.000000 Penalty: 2526.322510
	Iteration 0F: 2 clusters Score -4924057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -4905771.500000 Penalty: 5052.645020
	Iteration 0F: 3 clusters Score -4905772 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4912248.000000 Penalty: 5052.645020
	Iteration 1F: 3 clusters Score -4912248 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4912793.500000 Penalty: 5052.645020
	Iteration 2F: 3 clusters Score -4912794 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4913337.000000 Penalty: 5052.645020
	Iteration 3Q: 3 clusters Score -4913337 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4914027.000000 Penalty: 5052.645020
	Iteration 4F: 3 clusters Score -4914027 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -4914953.000000 Penalty: 5052.645020
	Iteration 5F: 3 clusters Score -4914953 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -4916188.000000 Penalty: 5052.645020
	Iteration 6F: 3 clusters Score -4916188 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4917886.500000 Penalty: 5052.645020
	Iteration 7F: 3 clusters Score -4917886 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4919505.500000 Penalty: 5052.645020
	Iteration 8F: 3 clusters Score -4919506 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4920643.000000 Penalty: 5052.645020
	Iteration 9Q: 3 clusters Score -4920643 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4921256.000000 Penalty: 5052.645020
	Iteration 10Q: 3 clusters Score -4921256 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -4921551.000000 Penalty: 5052.645020
	Iteration 11Q: 3 clusters Score -4921551 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -4921663.000000 Penalty: 5052.645020
	Iteration 12Q: 3 clusters Score -4921663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -4921714.500000 Penalty: 5052.645020
	Iteration 13Q: 3 clusters Score -4921714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -4921731.000000 Penalty: 5052.645020
	Iteration 14Q: 3 clusters Score -4921731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4921759.500000 Penalty: 5052.645020
	Iteration 15Q: 3 clusters Score -4921760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -4921791.000000 Penalty: 5052.645020
	Iteration 16Q: 3 clusters Score -4921791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4921803.500000 Penalty: 5052.645020
	Iteration 17Q: 3 clusters Score -4921804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4921820.500000 Penalty: 5052.645020
	Iteration 18Q: 3 clusters Score -4921820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4921836.500000 Penalty: 5052.645020
	Iteration 19Q: 3 clusters Score -4921836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -4921846.500000 Penalty: 5052.645020
	Iteration 20F: 3 clusters Score -4921846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -4921852.500000 Penalty: 5052.645020
	Iteration 21Q: 3 clusters Score -4921852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4921853.500000 Penalty: 5052.645020
	Iteration 22Q: 3 clusters Score -4921854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4921865.500000 Penalty: 5052.645020
	Iteration 23Q: 3 clusters Score -4921866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4921874.000000 Penalty: 5052.645020
	Iteration 24Q: 3 clusters Score -4921874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4921885.500000 Penalty: 5052.645020
	Iteration 25Q: 3 clusters Score -4921886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4921892.000000 Penalty: 5052.645020
	Iteration 26Q: 3 clusters Score -4921892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4921892.000000 Penalty: 5052.645020
	Iteration 27F: 3 clusters Score -4921892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Entering Unmasked Estep 
Score: -5147533.500000 Penalty: 2533.449219
	Iteration 0F: 2 clusters Score -5147534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -5128947.500000 Penalty: 5066.898438
	Iteration 0F: 3 clusters Score -5128948 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5135453.500000 Penalty: 5066.898438
	Iteration 1F: 3 clusters Score -5135454 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -5135958.000000 Penalty: 5066.898438
	Iteration 2F: 3 clusters Score -5135958 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -5136353.500000 Penalty: 5066.898438
	Iteration 3Q: 3 clusters Score -5136354 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5136726.000000 Penalty: 5066.898438
	Iteration 4Q: 3 clusters Score -5136726 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5137139.500000 Penalty: 5066.898438
	Iteration 5Q: 3 clusters Score -5137140 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5137656.500000 Penalty: 5066.898438
	Iteration 6Q: 3 clusters Score -5137656 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -5138448.500000 Penalty: 5066.898438
	Iteration 7Q: 3 clusters Score -5138448 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5139468.500000 Penalty: 5066.898438
	Iteration 8F: 3 clusters Score -5139468 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5140804.500000 Penalty: 5066.898438
	Iteration 9F: 3 clusters Score -5140804 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5142362.000000 Penalty: 5066.898438
	Iteration 10F: 3 clusters Score -5142362 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5143633.000000 Penalty: 5066.898438
	Iteration 11F: 3 clusters Score -5143633 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -5144421.500000 Penalty: 5066.898438
	Iteration 12Q: 3 clusters Score -5144422 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -5144834.500000 Penalty: 5066.898438
	Iteration 13Q: 3 clusters Score -5144834 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -5145049.000000 Penalty: 5066.898438
	Iteration 14Q: 3 clusters Score -5145049 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -5145126.000000 Penalty: 5066.898438
	Iteration 15Q: 3 clusters Score -5145126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -5145167.000000 Penalty: 5066.898438
	Iteration 16Q: 3 clusters Score -5145167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5145195.500000 Penalty: 5066.898438
	Iteration 17Q: 3 clusters Score -5145196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -5145236.500000 Penalty: 5066.898438
	Iteration 18Q: 3 clusters Score -5145236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -5145262.000000 Penalty: 5066.898438
	Iteration 19Q: 3 clusters Score -5145262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5145274.500000 Penalty: 5066.898438
	Iteration 20F: 3 clusters Score -5145274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5145306.000000 Penalty: 5066.898438
	Iteration 21Q: 3 clusters Score -5145306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5145322.500000 Penalty: 5066.898438
	Iteration 22Q: 3 clusters Score -5145322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5145325.500000 Penalty: 5066.898438
	Iteration 23Q: 3 clusters Score -5145326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5145333.500000 Penalty: 5066.898438
	Iteration 24Q: 3 clusters Score -5145334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5145329.500000 Penalty: 5066.898438
	Iteration 25Q: 3 clusters Score -5145330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5145338.000000 Penalty: 5066.898438
	Iteration 26Q: 3 clusters Score -5145338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5145343.000000 Penalty: 5066.898438
	Iteration 27Q: 3 clusters Score -5145343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5145344.500000 Penalty: 5066.898438
	Iteration 28Q: 3 clusters Score -5145344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5145344.500000 Penalty: 5066.898438
	Iteration 29F: 3 clusters Score -5145344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Entering Unmasked Estep 
Score: -6418929.500000 Penalty: 2590.554199
	Iteration 0F: 2 clusters Score -6418930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -6396258.000000 Penalty: 5181.108398
	Iteration 0F: 3 clusters Score -6396258 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -6404939.000000 Penalty: 5181.108398
	Iteration 1F: 3 clusters Score -6404939 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -6405464.000000 Penalty: 5181.108398
	Iteration 2Q: 3 clusters Score -6405464 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -6406042.000000 Penalty: 5181.108398
	Iteration 3Q: 3 clusters Score -6406042 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -6406554.500000 Penalty: 5181.108398
	Iteration 4Q: 3 clusters Score -6406554 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -6407151.500000 Penalty: 5181.108398
	Iteration 5Q: 3 clusters Score -6407152 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -6407851.500000 Penalty: 5181.108398
	Iteration 6Q: 3 clusters Score -6407852 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -6408778.000000 Penalty: 5181.108398
	Iteration 7Q: 3 clusters Score -6408778 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -6410125.000000 Penalty: 5181.108398
	Iteration 8F: 3 clusters Score -6410125 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -6411686.500000 Penalty: 5181.108398
	Iteration 9F: 3 clusters Score -6411686 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6413016.500000 Penalty: 5181.108398
	Iteration 10F: 3 clusters Score -6413016 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6413730.000000 Penalty: 5181.108398
	Iteration 11Q: 3 clusters Score -6413730 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -6414026.000000 Penalty: 5181.108398
	Iteration 12Q: 3 clusters Score -6414026 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -6414210.000000 Penalty: 5181.108398
	Iteration 13Q: 3 clusters Score -6414210 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -6414373.000000 Penalty: 5181.108398
	Iteration 14Q: 3 clusters Score -6414373 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -6414520.000000 Penalty: 5181.108398
	Iteration 15Q: 3 clusters Score -6414520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -6414625.500000 Penalty: 5181.108398
	Iteration 16Q: 3 clusters Score -6414626 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -6414734.000000 Penalty: 5181.108398
	Iteration 17Q: 3 clusters Score -6414734 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -6414876.000000 Penalty: 5181.108398
	Iteration 18Q: 3 clusters Score -6414876 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -6415015.500000 Penalty: 5181.108398
	Iteration 19Q: 3 clusters Score -6415016 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6415108.500000 Penalty: 5181.108398
	Iteration 20F: 3 clusters Score -6415108 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6415229.500000 Penalty: 5181.108398
	Iteration 21Q: 3 clusters Score -6415230 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -6415372.500000 Penalty: 5181.108398
	Iteration 22Q: 3 clusters Score -6415372 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -6415518.500000 Penalty: 5181.108398
	Iteration 23Q: 3 clusters Score -6415518 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -6415663.500000 Penalty: 5181.108398
	Iteration 24Q: 3 clusters Score -6415664 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6415814.500000 Penalty: 5181.108398
	Iteration 25Q: 3 clusters Score -6415814 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -6415928.000000 Penalty: 5181.108398
	Iteration 26Q: 3 clusters Score -6415928 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -6416035.500000 Penalty: 5181.108398
	Iteration 27Q: 3 clusters Score -6416036 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6416198.000000 Penalty: 5181.108398
	Iteration 28Q: 3 clusters Score -6416198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6416330.500000 Penalty: 5181.108398
	Iteration 29Q: 3 clusters Score -6416330 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6416464.500000 Penalty: 5181.108398
	Iteration 30Q: 3 clusters Score -6416464 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6416533.000000 Penalty: 5181.108398
	Iteration 31Q: 3 clusters Score -6416533 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6416603.000000 Penalty: 5181.108398
	Iteration 32Q: 3 clusters Score -6416603 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6416626.500000 Penalty: 5181.108398
	Iteration 33Q: 3 clusters Score -6416626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6416661.000000 Penalty: 5181.108398
	Iteration 34Q: 3 clusters Score -6416661 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6416678.000000 Penalty: 5181.108398
	Iteration 35Q: 3 clusters Score -6416678 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6416686.000000 Penalty: 5181.108398
	Iteration 36Q: 3 clusters Score -6416686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6416704.000000 Penalty: 5181.108398
	Iteration 37Q: 3 clusters Score -6416704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6416710.500000 Penalty: 5181.108398
	Iteration 38Q: 3 clusters Score -6416710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6416714.500000 Penalty: 5181.108398
	Iteration 39Q: 3 clusters Score -6416714 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6416726.500000 Penalty: 5181.108398
	Iteration 40F: 3 clusters Score -6416726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6416735.500000 Penalty: 5181.108398
	Iteration 41Q: 3 clusters Score -6416736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6416755.000000 Penalty: 5181.108398
	Iteration 42Q: 3 clusters Score -6416755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6416749.000000 Penalty: 5181.108398
	Iteration 43Q: 3 clusters Score -6416749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6416756.500000 Penalty: 5181.108398
	Iteration 44Q: 3 clusters Score -6416756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6416759.000000 Penalty: 5181.108398
	Iteration 45Q: 3 clusters Score -6416759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6416759.500000 Penalty: 5181.108398
	Iteration 46Q: 3 clusters Score -6416760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6416757.500000 Penalty: 5181.108398
	Iteration 47Q: 3 clusters Score -6416758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6416764.500000 Penalty: 5181.108398
	Iteration 48Q: 3 clusters Score -6416764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6416778.000000 Penalty: 5181.108398
	Iteration 49Q: 3 clusters Score -6416778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6416785.000000 Penalty: 5181.108398
	Iteration 50Q: 3 clusters Score -6416785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6416781.000000 Penalty: 5181.108398
	Iteration 51Q: 3 clusters Score -6416781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6416791.000000 Penalty: 5181.108398
	Iteration 52Q: 3 clusters Score -6416791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6416786.500000 Penalty: 5181.108398
	Iteration 53Q: 3 clusters Score -6416786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6416791.500000 Penalty: 5181.108398
	Iteration 54Q: 3 clusters Score -6416792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6416793.000000 Penalty: 5181.108398
	Iteration 55Q: 3 clusters Score -6416793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6416795.500000 Penalty: 5181.108398
	Iteration 56Q: 3 clusters Score -6416796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6416802.000000 Penalty: 5181.108398
	Iteration 57Q: 3 clusters Score -6416802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6416800.000000 Penalty: 5181.108398
	Iteration 58Q: 3 clusters Score -6416800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6416800.500000 Penalty: 5181.108398
	Iteration 59Q: 3 clusters Score -6416800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6416809.000000 Penalty: 5181.108398
	Iteration 60F: 3 clusters Score -6416809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6416802.500000 Penalty: 5181.108398
	Iteration 61Q: 3 clusters Score -6416802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6416809.500000 Penalty: 5181.108398
	Iteration 62Q: 3 clusters Score -6416810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6416812.500000 Penalty: 5181.108398
	Iteration 63Q: 3 clusters Score -6416812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6416814.000000 Penalty: 5181.108398
	Iteration 64Q: 3 clusters Score -6416814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6416817.500000 Penalty: 5181.108398
	Iteration 65Q: 3 clusters Score -6416818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6416821.500000 Penalty: 5181.108398
	Iteration 66Q: 3 clusters Score -6416822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6416821.500000 Penalty: 5181.108398
	Iteration 67F: 3 clusters Score -6416822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Entering Unmasked Estep 
Score: -5164298.000000 Penalty: 2526.854492
	Iteration 0F: 2 clusters Score -5164298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -5146270.500000 Penalty: 5053.708984
	Iteration 0F: 3 clusters Score -5146270 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5152659.500000 Penalty: 5053.708984
	Iteration 1F: 3 clusters Score -5152660 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5152993.000000 Penalty: 5053.708984
	Iteration 2Q: 3 clusters Score -5152993 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5153258.000000 Penalty: 5053.708984
	Iteration 3Q: 3 clusters Score -5153258 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -5153446.500000 Penalty: 5053.708984
	Iteration 4Q: 3 clusters Score -5153446 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -5153596.000000 Penalty: 5053.708984
	Iteration 5Q: 3 clusters Score -5153596 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -5153722.000000 Penalty: 5053.708984
	Iteration 6Q: 3 clusters Score -5153722 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5153827.000000 Penalty: 5053.708984
	Iteration 7Q: 3 clusters Score -5153827 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -5153914.000000 Penalty: 5053.708984
	Iteration 8Q: 3 clusters Score -5153914 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -5153995.000000 Penalty: 5053.708984
	Iteration 9Q: 3 clusters Score -5153995 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -5154069.500000 Penalty: 5053.708984
	Iteration 10Q: 3 clusters Score -5154070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -5154131.500000 Penalty: 5053.708984
	Iteration 11Q: 3 clusters Score -5154132 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5154231.000000 Penalty: 5053.708984
	Iteration 12Q: 3 clusters Score -5154231 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5154320.500000 Penalty: 5053.708984
	Iteration 13Q: 3 clusters Score -5154320 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5154391.500000 Penalty: 5053.708984
	Iteration 14Q: 3 clusters Score -5154392 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -5154489.500000 Penalty: 5053.708984
	Iteration 15Q: 3 clusters Score -5154490 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -5154651.000000 Penalty: 5053.708984
	Iteration 16Q: 3 clusters Score -5154651 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -5154804.500000 Penalty: 5053.708984
	Iteration 17Q: 3 clusters Score -5154804 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -5155089.500000 Penalty: 5053.708984
	Iteration 18Q: 3 clusters Score -5155090 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -5155532.000000 Penalty: 5053.708984
	Iteration 19Q: 3 clusters Score -5155532 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5156130.500000 Penalty: 5053.708984
	Iteration 20F: 3 clusters Score -5156130 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5156814.000000 Penalty: 5053.708984
	Iteration 21Q: 3 clusters Score -5156814 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -5157496.000000 Penalty: 5053.708984
	Iteration 22Q: 3 clusters Score -5157496 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5158162.000000 Penalty: 5053.708984
	Iteration 23Q: 3 clusters Score -5158162 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -5158818.000000 Penalty: 5053.708984
	Iteration 24Q: 3 clusters Score -5158818 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5159546.000000 Penalty: 5053.708984
	Iteration 25Q: 3 clusters Score -5159546 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5160129.500000 Penalty: 5053.708984
	Iteration 26Q: 3 clusters Score -5160130 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5160668.500000 Penalty: 5053.708984
	Iteration 27Q: 3 clusters Score -5160668 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5161089.500000 Penalty: 5053.708984
	Iteration 28Q: 3 clusters Score -5161090 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5161410.500000 Penalty: 5053.708984
	Iteration 29Q: 3 clusters Score -5161410 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5161625.000000 Penalty: 5053.708984
	Iteration 30Q: 3 clusters Score -5161625 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5161774.500000 Penalty: 5053.708984
	Iteration 31Q: 3 clusters Score -5161774 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5161856.000000 Penalty: 5053.708984
	Iteration 32Q: 3 clusters Score -5161856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5161938.000000 Penalty: 5053.708984
	Iteration 33Q: 3 clusters Score -5161938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5161997.500000 Penalty: 5053.708984
	Iteration 34Q: 3 clusters Score -5161998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5162032.500000 Penalty: 5053.708984
	Iteration 35Q: 3 clusters Score -5162032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5162057.000000 Penalty: 5053.708984
	Iteration 36Q: 3 clusters Score -5162057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5162071.000000 Penalty: 5053.708984
	Iteration 37Q: 3 clusters Score -5162071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5162085.000000 Penalty: 5053.708984
	Iteration 38Q: 3 clusters Score -5162085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5162092.000000 Penalty: 5053.708984
	Iteration 39Q: 3 clusters Score -5162092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5162103.000000 Penalty: 5053.708984
	Iteration 40F: 3 clusters Score -5162103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5162107.000000 Penalty: 5053.708984
	Iteration 41Q: 3 clusters Score -5162107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5162112.500000 Penalty: 5053.708984
	Iteration 42Q: 3 clusters Score -5162112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5162114.000000 Penalty: 5053.708984
	Iteration 43Q: 3 clusters Score -5162114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5162122.000000 Penalty: 5053.708984
	Iteration 44Q: 3 clusters Score -5162122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5162122.500000 Penalty: 5053.708984
	Iteration 45Q: 3 clusters Score -5162122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5162127.000000 Penalty: 5053.708984
	Iteration 46Q: 3 clusters Score -5162127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5162134.500000 Penalty: 5053.708984
	Iteration 47Q: 3 clusters Score -5162134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5162140.000000 Penalty: 5053.708984
	Iteration 48Q: 3 clusters Score -5162140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5162144.000000 Penalty: 5053.708984
	Iteration 49Q: 3 clusters Score -5162144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5162141.000000 Penalty: 5053.708984
	Iteration 50Q: 3 clusters Score -5162141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5162145.000000 Penalty: 5053.708984
	Iteration 51Q: 3 clusters Score -5162145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5162152.000000 Penalty: 5053.708984
	Iteration 52Q: 3 clusters Score -5162152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5162165.000000 Penalty: 5053.708984
	Iteration 53Q: 3 clusters Score -5162165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5162169.000000 Penalty: 5053.708984
	Iteration 54Q: 3 clusters Score -5162169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5162170.000000 Penalty: 5053.708984
	Iteration 55Q: 3 clusters Score -5162170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5162168.000000 Penalty: 5053.708984
	Iteration 56Q: 3 clusters Score -5162168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5162168.000000 Penalty: 5053.708984
	Iteration 57F: 3 clusters Score -5162168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -387649.468750 Penalty: 1903.995361
	Iteration 0F: 2 clusters Score -387649.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -384951.656250 Penalty: 3807.990723
	Iteration 0F: 3 clusters Score -384951.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -385486.562500 Penalty: 3807.990723
	Iteration 1F: 3 clusters Score -385486.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -385702.906250 Penalty: 3807.990723
	Iteration 2F: 3 clusters Score -385702.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -385868.656250 Penalty: 3807.990723
	Iteration 3F: 3 clusters Score -385868.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -386043.000000 Penalty: 3807.990723
	Iteration 4F: 3 clusters Score -386043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -386188.843750 Penalty: 3807.990723
	Iteration 5F: 3 clusters Score -386188.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -386337.500000 Penalty: 3807.990723
	Iteration 6Q: 3 clusters Score -386337.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -386440.406250 Penalty: 3807.990723
	Iteration 7Q: 3 clusters Score -386440.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -386518.843750 Penalty: 3807.990723
	Iteration 8Q: 3 clusters Score -386518.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -386606.218750 Penalty: 3807.990723
	Iteration 9Q: 3 clusters Score -386606.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -386658.687500 Penalty: 3807.990723
	Iteration 10Q: 3 clusters Score -386658.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -386686.437500 Penalty: 3807.990723
	Iteration 11Q: 3 clusters Score -386686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -386704.125000 Penalty: 3807.990723
	Iteration 12Q: 3 clusters Score -386704.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -386721.593750 Penalty: 3807.990723
	Iteration 13Q: 3 clusters Score -386721.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -386739.437500 Penalty: 3807.990723
	Iteration 14Q: 3 clusters Score -386739.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -386756.500000 Penalty: 3807.990723
	Iteration 15Q: 3 clusters Score -386756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -386769.718750 Penalty: 3807.990723
	Iteration 16Q: 3 clusters Score -386769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -386782.500000 Penalty: 3807.990723
	Iteration 17Q: 3 clusters Score -386782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -386796.468750 Penalty: 3807.990723
	Iteration 18Q: 3 clusters Score -386796.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -386806.718750 Penalty: 3807.990723
	Iteration 19Q: 3 clusters Score -386806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -386813.968750 Penalty: 3807.990723
	Iteration 20F: 3 clusters Score -386814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -386820.625000 Penalty: 3807.990723
	Iteration 21Q: 3 clusters Score -386820.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -386828.500000 Penalty: 3807.990723
	Iteration 22Q: 3 clusters Score -386828.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -386843.343750 Penalty: 3807.990723
	Iteration 23Q: 3 clusters Score -386843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -386852.281250 Penalty: 3807.990723
	Iteration 24Q: 3 clusters Score -386852.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -386861.406250 Penalty: 3807.990723
	Iteration 25Q: 3 clusters Score -386861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -386868.843750 Penalty: 3807.990723
	Iteration 26Q: 3 clusters Score -386868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -386872.031250 Penalty: 3807.990723
	Iteration 27Q: 3 clusters Score -386872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -386877.781250 Penalty: 3807.990723
	Iteration 28Q: 3 clusters Score -386877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -386881.812500 Penalty: 3807.990723
	Iteration 29Q: 3 clusters Score -386881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -386887.968750 Penalty: 3807.990723
	Iteration 30Q: 3 clusters Score -386888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -386889.562500 Penalty: 3807.990723
	Iteration 31Q: 3 clusters Score -386889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -386892.843750 Penalty: 3807.990723
	Iteration 32Q: 3 clusters Score -386892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -386892.906250 Penalty: 3807.990723
	Iteration 33Q: 3 clusters Score -386892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -386894.000000 Penalty: 3807.990723
	Iteration 34Q: 3 clusters Score -386894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -386894.125000 Penalty: 3807.990723
	Iteration 35Q: 3 clusters Score -386894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -386895.656250 Penalty: 3807.990723
	Iteration 36Q: 3 clusters Score -386895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -386898.750000 Penalty: 3807.990723
	Iteration 37Q: 3 clusters Score -386898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -386903.468750 Penalty: 3807.990723
	Iteration 38Q: 3 clusters Score -386903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -386904.031250 Penalty: 3807.990723
	Iteration 39Q: 3 clusters Score -386904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -386905.687500 Penalty: 3807.990723
	Iteration 40F: 3 clusters Score -386905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -386908.718750 Penalty: 3807.990723
	Iteration 41Q: 3 clusters Score -386908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -386913.656250 Penalty: 3807.990723
	Iteration 42Q: 3 clusters Score -386913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -386917.593750 Penalty: 3807.990723
	Iteration 43Q: 3 clusters Score -386917.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -386918.750000 Penalty: 3807.990723
	Iteration 44Q: 3 clusters Score -386918.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -386918.750000 Penalty: 3807.990723
	Iteration 45F: 3 clusters Score -386918.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Entering Unmasked Estep 
Score: -7185618.500000 Penalty: 2611.509766
	Iteration 0F: 2 clusters Score -7185618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -7161213.000000 Penalty: 5223.019531
	Iteration 0F: 3 clusters Score -7161213 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -7170547.500000 Penalty: 5223.019531
	Iteration 1F: 3 clusters Score -7170548 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -7170967.500000 Penalty: 5223.019531
	Iteration 2Q: 3 clusters Score -7170968 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -7171340.000000 Penalty: 5223.019531
	Iteration 3Q: 3 clusters Score -7171340 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -7171756.500000 Penalty: 5223.019531
	Iteration 4Q: 3 clusters Score -7171756 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -7172310.000000 Penalty: 5223.019531
	Iteration 5Q: 3 clusters Score -7172310 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -7172966.000000 Penalty: 5223.019531
	Iteration 6Q: 3 clusters Score -7172966 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -7173889.500000 Penalty: 5223.019531
	Iteration 7F: 3 clusters Score -7173890 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7175133.000000 Penalty: 5223.019531
	Iteration 8F: 3 clusters Score -7175133 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -7176946.500000 Penalty: 5223.019531
	Iteration 9F: 3 clusters Score -7176946 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7179098.500000 Penalty: 5223.019531
	Iteration 10F: 3 clusters Score -7179098 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7181003.000000 Penalty: 5223.019531
	Iteration 11F: 3 clusters Score -7181003 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7182017.000000 Penalty: 5223.019531
	Iteration 12Q: 3 clusters Score -7182017 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7182624.000000 Penalty: 5223.019531
	Iteration 13Q: 3 clusters Score -7182624 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7182943.500000 Penalty: 5223.019531
	Iteration 14Q: 3 clusters Score -7182944 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7183118.500000 Penalty: 5223.019531
	Iteration 15Q: 3 clusters Score -7183118 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7183294.000000 Penalty: 5223.019531
	Iteration 16Q: 3 clusters Score -7183294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7183375.500000 Penalty: 5223.019531
	Iteration 17Q: 3 clusters Score -7183376 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7183428.500000 Penalty: 5223.019531
	Iteration 18Q: 3 clusters Score -7183428 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7183468.500000 Penalty: 5223.019531
	Iteration 19Q: 3 clusters Score -7183468 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7183484.500000 Penalty: 5223.019531
	Iteration 20F: 3 clusters Score -7183484 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7183521.000000 Penalty: 5223.019531
	Iteration 21Q: 3 clusters Score -7183521 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7183544.500000 Penalty: 5223.019531
	Iteration 22Q: 3 clusters Score -7183544 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7183570.000000 Penalty: 5223.019531
	Iteration 23Q: 3 clusters Score -7183570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7183583.500000 Penalty: 5223.019531
	Iteration 24Q: 3 clusters Score -7183584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7183608.000000 Penalty: 5223.019531
	Iteration 25Q: 3 clusters Score -7183608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7183629.500000 Penalty: 5223.019531
	Iteration 26Q: 3 clusters Score -7183630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7183640.000000 Penalty: 5223.019531
	Iteration 27Q: 3 clusters Score -7183640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7183652.500000 Penalty: 5223.019531
	Iteration 28Q: 3 clusters Score -7183652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7183656.500000 Penalty: 5223.019531
	Iteration 29Q: 3 clusters Score -7183656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7183651.500000 Penalty: 5223.019531
	Iteration 30Q: 3 clusters Score -7183652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7183658.500000 Penalty: 5223.019531
	Iteration 31Q: 3 clusters Score -7183658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7183644.000000 Penalty: 5223.019531
	Iteration 32Q: 3 clusters Score -7183644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7183636.000000 Penalty: 5223.019531
	Iteration 33Q: 3 clusters Score -7183636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7183642.000000 Penalty: 5223.019531
	Iteration 34Q: 3 clusters Score -7183642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7183644.000000 Penalty: 5223.019531
	Iteration 35Q: 3 clusters Score -7183644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7183649.000000 Penalty: 5223.019531
	Iteration 36Q: 3 clusters Score -7183649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7183643.500000 Penalty: 5223.019531
	Iteration 37Q: 3 clusters Score -7183644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7183639.500000 Penalty: 5223.019531
	Iteration 38Q: 3 clusters Score -7183640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7183649.500000 Penalty: 5223.019531
	Iteration 39Q: 3 clusters Score -7183650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7183646.000000 Penalty: 5223.019531
	Iteration 40F: 3 clusters Score -7183646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7183649.500000 Penalty: 5223.019531
	Iteration 41Q: 3 clusters Score -7183650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7183649.500000 Penalty: 5223.019531
	Iteration 42F: 3 clusters Score -7183650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Entering Unmasked Estep 
Score: -5305466.500000 Penalty: 2533.512451
	Iteration 0F: 2 clusters Score -5305466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -5286918.000000 Penalty: 5067.024902
	Iteration 0F: 3 clusters Score -5286918 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5293557.000000 Penalty: 5067.024902
	Iteration 1F: 3 clusters Score -5293557 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5293964.500000 Penalty: 5067.024902
	Iteration 2Q: 3 clusters Score -5293964 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -5294249.000000 Penalty: 5067.024902
	Iteration 3Q: 3 clusters Score -5294249 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -5294451.000000 Penalty: 5067.024902
	Iteration 4Q: 3 clusters Score -5294451 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5294661.500000 Penalty: 5067.024902
	Iteration 5Q: 3 clusters Score -5294662 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -5294831.500000 Penalty: 5067.024902
	Iteration 6Q: 3 clusters Score -5294832 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -5295023.500000 Penalty: 5067.024902
	Iteration 7Q: 3 clusters Score -5295024 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -5295278.500000 Penalty: 5067.024902
	Iteration 8Q: 3 clusters Score -5295278 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5295559.000000 Penalty: 5067.024902
	Iteration 9Q: 3 clusters Score -5295559 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -5295936.500000 Penalty: 5067.024902
	Iteration 10Q: 3 clusters Score -5295936 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -5296439.500000 Penalty: 5067.024902
	Iteration 11Q: 3 clusters Score -5296440 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -5297197.500000 Penalty: 5067.024902
	Iteration 12Q: 3 clusters Score -5297198 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5298051.000000 Penalty: 5067.024902
	Iteration 13Q: 3 clusters Score -5298051 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5298994.000000 Penalty: 5067.024902
	Iteration 14Q: 3 clusters Score -5298994 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5299882.000000 Penalty: 5067.024902
	Iteration 15Q: 3 clusters Score -5299882 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5300710.000000 Penalty: 5067.024902
	Iteration 16Q: 3 clusters Score -5300710 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5301369.000000 Penalty: 5067.024902
	Iteration 17Q: 3 clusters Score -5301369 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5301859.500000 Penalty: 5067.024902
	Iteration 18Q: 3 clusters Score -5301860 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5302215.000000 Penalty: 5067.024902
	Iteration 19Q: 3 clusters Score -5302215 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5302492.000000 Penalty: 5067.024902
	Iteration 20F: 3 clusters Score -5302492 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5302691.000000 Penalty: 5067.024902
	Iteration 21Q: 3 clusters Score -5302691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5302859.500000 Penalty: 5067.024902
	Iteration 22Q: 3 clusters Score -5302860 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5302968.000000 Penalty: 5067.024902
	Iteration 23Q: 3 clusters Score -5302968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5303042.000000 Penalty: 5067.024902
	Iteration 24Q: 3 clusters Score -5303042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5303095.000000 Penalty: 5067.024902
	Iteration 25Q: 3 clusters Score -5303095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5303142.000000 Penalty: 5067.024902
	Iteration 26Q: 3 clusters Score -5303142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5303186.000000 Penalty: 5067.024902
	Iteration 27Q: 3 clusters Score -5303186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5303212.000000 Penalty: 5067.024902
	Iteration 28Q: 3 clusters Score -5303212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5303247.500000 Penalty: 5067.024902
	Iteration 29Q: 3 clusters Score -5303248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5303254.000000 Penalty: 5067.024902
	Iteration 30Q: 3 clusters Score -5303254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5303268.000000 Penalty: 5067.024902
	Iteration 31Q: 3 clusters Score -5303268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5303270.000000 Penalty: 5067.024902
	Iteration 32Q: 3 clusters Score -5303270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5303274.000000 Penalty: 5067.024902
	Iteration 33Q: 3 clusters Score -5303274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5303283.500000 Penalty: 5067.024902
	Iteration 34Q: 3 clusters Score -5303284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5303285.000000 Penalty: 5067.024902
	Iteration 35Q: 3 clusters Score -5303285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5303285.000000 Penalty: 5067.024902
	Iteration 36Q: 3 clusters Score -5303285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5303289.000000 Penalty: 5067.024902
	Iteration 37Q: 3 clusters Score -5303289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5303289.000000 Penalty: 5067.024902
	Iteration 38Q: 3 clusters Score -5303289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5303292.500000 Penalty: 5067.024902
	Iteration 39Q: 3 clusters Score -5303292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5303294.000000 Penalty: 5067.024902
	Iteration 40F: 3 clusters Score -5303294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5303295.000000 Penalty: 5067.024902
	Iteration 41Q: 3 clusters Score -5303295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5303294.000000 Penalty: 5067.024902
	Iteration 42Q: 3 clusters Score -5303294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5303294.000000 Penalty: 5067.024902
	Iteration 43F: 3 clusters Score -5303294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -85386.273438 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -85386.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83893.179688 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -83893.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84033.695312 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -84033.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84103.203125 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -84103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84137.757812 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -84137.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -84149.695312 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -84149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84171.390625 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -84171.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84195.023438 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -84195.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -84204.406250 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -84204.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -84209.898438 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -84209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -84220.031250 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -84220.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84223.710938 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -84223.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84227.000000 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -84227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -84240.078125 Penalty: 3079.460693
	Iteration 12Q: 3 clusters Score -84240.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -84267.640625 Penalty: 3079.460693
	Iteration 13Q: 3 clusters Score -84267.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84302.023438 Penalty: 3079.460693
	Iteration 14Q: 3 clusters Score -84302.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84334.796875 Penalty: 3079.460693
	Iteration 15Q: 3 clusters Score -84334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -84345.867188 Penalty: 3079.460693
	Iteration 16Q: 3 clusters Score -84345.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84347.203125 Penalty: 3079.460693
	Iteration 17Q: 3 clusters Score -84347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -84347.203125 Penalty: 3079.460693
	Iteration 18F: 3 clusters Score -84347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Entering Unmasked Estep 
Score: -3432991.750000 Penalty: 2417.113281
	Iteration 0F: 2 clusters Score -3432992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3421119.500000 Penalty: 4834.226562
	Iteration 0F: 3 clusters Score -3421120 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3425006.500000 Penalty: 4834.226562
	Iteration 1F: 3 clusters Score -3425006 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3425303.750000 Penalty: 4834.226562
	Iteration 2F: 3 clusters Score -3425304 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3425508.750000 Penalty: 4834.226562
	Iteration 3Q: 3 clusters Score -3425509 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3425655.250000 Penalty: 4834.226562
	Iteration 4Q: 3 clusters Score -3425655 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3425789.250000 Penalty: 4834.226562
	Iteration 5Q: 3 clusters Score -3425789 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3425906.500000 Penalty: 4834.226562
	Iteration 6Q: 3 clusters Score -3425906 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3426035.000000 Penalty: 4834.226562
	Iteration 7Q: 3 clusters Score -3426035 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3426156.750000 Penalty: 4834.226562
	Iteration 8Q: 3 clusters Score -3426157 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3426278.750000 Penalty: 4834.226562
	Iteration 9Q: 3 clusters Score -3426279 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3426451.500000 Penalty: 4834.226562
	Iteration 10Q: 3 clusters Score -3426452 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3426694.000000 Penalty: 4834.226562
	Iteration 11Q: 3 clusters Score -3426694 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -3426989.500000 Penalty: 4834.226562
	Iteration 12Q: 3 clusters Score -3426990 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3427351.000000 Penalty: 4834.226562
	Iteration 13Q: 3 clusters Score -3427351 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3427749.500000 Penalty: 4834.226562
	Iteration 14Q: 3 clusters Score -3427750 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3428158.750000 Penalty: 4834.226562
	Iteration 15Q: 3 clusters Score -3428159 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3428634.000000 Penalty: 4834.226562
	Iteration 16Q: 3 clusters Score -3428634 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3429095.250000 Penalty: 4834.226562
	Iteration 17Q: 3 clusters Score -3429095 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3429490.750000 Penalty: 4834.226562
	Iteration 18Q: 3 clusters Score -3429491 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3429760.500000 Penalty: 4834.226562
	Iteration 19Q: 3 clusters Score -3429760 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3429981.750000 Penalty: 4834.226562
	Iteration 20F: 3 clusters Score -3429982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -3430173.000000 Penalty: 4834.226562
	Iteration 21Q: 3 clusters Score -3430173 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3430293.500000 Penalty: 4834.226562
	Iteration 22Q: 3 clusters Score -3430294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3430398.250000 Penalty: 4834.226562
	Iteration 23Q: 3 clusters Score -3430398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3430479.250000 Penalty: 4834.226562
	Iteration 24Q: 3 clusters Score -3430479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3430524.000000 Penalty: 4834.226562
	Iteration 25Q: 3 clusters Score -3430524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3430557.750000 Penalty: 4834.226562
	Iteration 26Q: 3 clusters Score -3430558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3430577.500000 Penalty: 4834.226562
	Iteration 27Q: 3 clusters Score -3430578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3430600.750000 Penalty: 4834.226562
	Iteration 28Q: 3 clusters Score -3430601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3430635.250000 Penalty: 4834.226562
	Iteration 29Q: 3 clusters Score -3430635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3430661.250000 Penalty: 4834.226562
	Iteration 30Q: 3 clusters Score -3430661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -3430686.500000 Penalty: 4834.226562
	Iteration 31Q: 3 clusters Score -3430686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3430708.250000 Penalty: 4834.226562
	Iteration 32Q: 3 clusters Score -3430708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3430729.250000 Penalty: 4834.226562
	Iteration 33Q: 3 clusters Score -3430729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3430752.250000 Penalty: 4834.226562
	Iteration 34Q: 3 clusters Score -3430752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3430765.250000 Penalty: 4834.226562
	Iteration 35Q: 3 clusters Score -3430765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3430771.250000 Penalty: 4834.226562
	Iteration 36Q: 3 clusters Score -3430771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3430783.500000 Penalty: 4834.226562
	Iteration 37Q: 3 clusters Score -3430784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3430792.750000 Penalty: 4834.226562
	Iteration 38Q: 3 clusters Score -3430793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3430791.000000 Penalty: 4834.226562
	Iteration 39Q: 3 clusters Score -3430791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -3430803.000000 Penalty: 4834.226562
	Iteration 40F: 3 clusters Score -3430803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -3430810.750000 Penalty: 4834.226562
	Iteration 41Q: 3 clusters Score -3430811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3430822.000000 Penalty: 4834.226562
	Iteration 42Q: 3 clusters Score -3430822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3430825.000000 Penalty: 4834.226562
	Iteration 43Q: 3 clusters Score -3430825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3430830.000000 Penalty: 4834.226562
	Iteration 44Q: 3 clusters Score -3430830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3430833.000000 Penalty: 4834.226562
	Iteration 45Q: 3 clusters Score -3430833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3430835.250000 Penalty: 4834.226562
	Iteration 46Q: 3 clusters Score -3430835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3430835.250000 Penalty: 4834.226562
	Iteration 47F: 3 clusters Score -3430835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (19701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Entering Unmasked Estep 
Score: -4067071.500000 Penalty: 2452.329346
	Iteration 0F: 2 clusters Score -4067072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4054974.250000 Penalty: 4904.658691
	Iteration 0F: 3 clusters Score -4054974 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -4059546.500000 Penalty: 4904.658691
	Iteration 1F: 3 clusters Score -4059546 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4060080.250000 Penalty: 4904.658691
	Iteration 2F: 3 clusters Score -4060080 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4060615.250000 Penalty: 4904.658691
	Iteration 3F: 3 clusters Score -4060615 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4061212.750000 Penalty: 4904.658691
	Iteration 4F: 3 clusters Score -4061213 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -4061967.750000 Penalty: 4904.658691
	Iteration 5F: 3 clusters Score -4061968 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -4062655.750000 Penalty: 4904.658691
	Iteration 6F: 3 clusters Score -4062656 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4063250.000000 Penalty: 4904.658691
	Iteration 7Q: 3 clusters Score -4063250 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4063713.500000 Penalty: 4904.658691
	Iteration 8Q: 3 clusters Score -4063714 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4064054.500000 Penalty: 4904.658691
	Iteration 9Q: 3 clusters Score -4064054 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4064213.750000 Penalty: 4904.658691
	Iteration 10Q: 3 clusters Score -4064214 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4064383.750000 Penalty: 4904.658691
	Iteration 11Q: 3 clusters Score -4064384 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4064487.500000 Penalty: 4904.658691
	Iteration 12Q: 3 clusters Score -4064488 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4064509.750000 Penalty: 4904.658691
	Iteration 13Q: 3 clusters Score -4064510 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4064497.250000 Penalty: 4904.658691
	Iteration 14Q: 3 clusters Score -4064497 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4064521.750000 Penalty: 4904.658691
	Iteration 15Q: 3 clusters Score -4064522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4064517.750000 Penalty: 4904.658691
	Iteration 16Q: 3 clusters Score -4064518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4064495.500000 Penalty: 4904.658691
	Iteration 17Q: 3 clusters Score -4064496 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4064463.250000 Penalty: 4904.658691
	Iteration 18Q: 3 clusters Score -4064463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -4064401.750000 Penalty: 4904.658691
	Iteration 19Q: 3 clusters Score -4064402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4064362.750000 Penalty: 4904.658691
	Iteration 20F: 3 clusters Score -4064363 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4064357.250000 Penalty: 4904.658691
	Iteration 21Q: 3 clusters Score -4064357 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4064326.500000 Penalty: 4904.658691
	Iteration 22Q: 3 clusters Score -4064326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4064300.000000 Penalty: 4904.658691
	Iteration 23Q: 3 clusters Score -4064300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4064317.000000 Penalty: 4904.658691
	Iteration 24Q: 3 clusters Score -4064317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4064336.250000 Penalty: 4904.658691
	Iteration 25Q: 3 clusters Score -4064336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -4064298.500000 Penalty: 4904.658691
	Iteration 26Q: 3 clusters Score -4064298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4064333.500000 Penalty: 4904.658691
	Iteration 27Q: 3 clusters Score -4064334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4064361.250000 Penalty: 4904.658691
	Iteration 28Q: 3 clusters Score -4064361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4064378.000000 Penalty: 4904.658691
	Iteration 29Q: 3 clusters Score -4064378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -4064365.000000 Penalty: 4904.658691
	Iteration 30Q: 3 clusters Score -4064365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4064360.250000 Penalty: 4904.658691
	Iteration 31Q: 3 clusters Score -4064360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4064372.000000 Penalty: 4904.658691
	Iteration 32Q: 3 clusters Score -4064372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -4064364.750000 Penalty: 4904.658691
	Iteration 33Q: 3 clusters Score -4064365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4064367.250000 Penalty: 4904.658691
	Iteration 34Q: 3 clusters Score -4064367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4064367.000000 Penalty: 4904.658691
	Iteration 35Q: 3 clusters Score -4064367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4064354.750000 Penalty: 4904.658691
	Iteration 36Q: 3 clusters Score -4064355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4064366.750000 Penalty: 4904.658691
	Iteration 37Q: 3 clusters Score -4064367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4064366.500000 Penalty: 4904.658691
	Iteration 38Q: 3 clusters Score -4064366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4064343.250000 Penalty: 4904.658691
	Iteration 39Q: 3 clusters Score -4064343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4064326.750000 Penalty: 4904.658691
	Iteration 40F: 3 clusters Score -4064327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4064316.250000 Penalty: 4904.658691
	Iteration 41Q: 3 clusters Score -4064316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4064340.250000 Penalty: 4904.658691
	Iteration 42Q: 3 clusters Score -4064340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4064338.000000 Penalty: 4904.658691
	Iteration 43Q: 3 clusters Score -4064338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -4064337.750000 Penalty: 4904.658691
	Iteration 44Q: 3 clusters Score -4064338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -4064344.500000 Penalty: 4904.658691
	Iteration 45Q: 3 clusters Score -4064344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4064334.250000 Penalty: 4904.658691
	Iteration 46Q: 3 clusters Score -4064334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -4064324.000000 Penalty: 4904.658691
	Iteration 47Q: 3 clusters Score -4064324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4064312.000000 Penalty: 4904.658691
	Iteration 48Q: 3 clusters Score -4064312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4064321.750000 Penalty: 4904.658691
	Iteration 49Q: 3 clusters Score -4064322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4064334.000000 Penalty: 4904.658691
	Iteration 50Q: 3 clusters Score -4064334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4064342.250000 Penalty: 4904.658691
	Iteration 51Q: 3 clusters Score -4064342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4064349.750000 Penalty: 4904.658691
	Iteration 52Q: 3 clusters Score -4064350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4064351.250000 Penalty: 4904.658691
	Iteration 53Q: 3 clusters Score -4064351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4064349.250000 Penalty: 4904.658691
	Iteration 54Q: 3 clusters Score -4064349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4064340.000000 Penalty: 4904.658691
	Iteration 55Q: 3 clusters Score -4064340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4064355.000000 Penalty: 4904.658691
	Iteration 56Q: 3 clusters Score -4064355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -4064350.750000 Penalty: 4904.658691
	Iteration 57Q: 3 clusters Score -4064351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4064355.250000 Penalty: 4904.658691
	Iteration 58Q: 3 clusters Score -4064355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4064368.000000 Penalty: 4904.658691
	Iteration 59Q: 3 clusters Score -4064368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4064362.500000 Penalty: 4904.658691
	Iteration 60F: 3 clusters Score -4064362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4064360.500000 Penalty: 4904.658691
	Iteration 61Q: 3 clusters Score -4064360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4064368.250000 Penalty: 4904.658691
	Iteration 62Q: 3 clusters Score -4064368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4064372.250000 Penalty: 4904.658691
	Iteration 63Q: 3 clusters Score -4064372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4064372.250000 Penalty: 4904.658691
	Iteration 64F: 3 clusters Score -4064372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Entering Unmasked Estep 
Score: -4051301.500000 Penalty: 2451.560303
	Iteration 0F: 2 clusters Score -4051302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4038938.500000 Penalty: 4903.120605
	Iteration 0F: 3 clusters Score -4038938 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4043469.000000 Penalty: 4903.120605
	Iteration 1F: 3 clusters Score -4043469 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -4043808.000000 Penalty: 4903.120605
	Iteration 2F: 3 clusters Score -4043808 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -4044046.750000 Penalty: 4903.120605
	Iteration 3Q: 3 clusters Score -4044047 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4044229.750000 Penalty: 4903.120605
	Iteration 4Q: 3 clusters Score -4044230 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -4044451.250000 Penalty: 4903.120605
	Iteration 5Q: 3 clusters Score -4044451 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4044630.750000 Penalty: 4903.120605
	Iteration 6Q: 3 clusters Score -4044631 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -4044834.000000 Penalty: 4903.120605
	Iteration 7Q: 3 clusters Score -4044834 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -4045049.250000 Penalty: 4903.120605
	Iteration 8Q: 3 clusters Score -4045049 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -4045339.500000 Penalty: 4903.120605
	Iteration 9Q: 3 clusters Score -4045340 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -4045558.750000 Penalty: 4903.120605
	Iteration 10Q: 3 clusters Score -4045559 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4045822.250000 Penalty: 4903.120605
	Iteration 11Q: 3 clusters Score -4045822 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -4046117.000000 Penalty: 4903.120605
	Iteration 12Q: 3 clusters Score -4046117 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -4046452.000000 Penalty: 4903.120605
	Iteration 13Q: 3 clusters Score -4046452 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4046718.500000 Penalty: 4903.120605
	Iteration 14Q: 3 clusters Score -4046718 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4047025.000000 Penalty: 4903.120605
	Iteration 15Q: 3 clusters Score -4047025 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4047212.500000 Penalty: 4903.120605
	Iteration 16Q: 3 clusters Score -4047212 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4047426.000000 Penalty: 4903.120605
	Iteration 17Q: 3 clusters Score -4047426 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4047610.250000 Penalty: 4903.120605
	Iteration 18Q: 3 clusters Score -4047610 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4047736.000000 Penalty: 4903.120605
	Iteration 19Q: 3 clusters Score -4047736 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4047739.250000 Penalty: 4903.120605
	Iteration 20F: 3 clusters Score -4047739 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4047808.500000 Penalty: 4903.120605
	Iteration 21Q: 3 clusters Score -4047808 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4047856.250000 Penalty: 4903.120605
	Iteration 22Q: 3 clusters Score -4047856 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4047920.000000 Penalty: 4903.120605
	Iteration 23Q: 3 clusters Score -4047920 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4047953.250000 Penalty: 4903.120605
	Iteration 24Q: 3 clusters Score -4047953 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4047989.250000 Penalty: 4903.120605
	Iteration 25Q: 3 clusters Score -4047989 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4048024.250000 Penalty: 4903.120605
	Iteration 26Q: 3 clusters Score -4048024 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4048054.750000 Penalty: 4903.120605
	Iteration 27Q: 3 clusters Score -4048055 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4048085.000000 Penalty: 4903.120605
	Iteration 28Q: 3 clusters Score -4048085 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4048107.000000 Penalty: 4903.120605
	Iteration 29Q: 3 clusters Score -4048107 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4048132.250000 Penalty: 4903.120605
	Iteration 30Q: 3 clusters Score -4048132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -4048163.000000 Penalty: 4903.120605
	Iteration 31Q: 3 clusters Score -4048163 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4048196.750000 Penalty: 4903.120605
	Iteration 32Q: 3 clusters Score -4048197 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4048220.500000 Penalty: 4903.120605
	Iteration 33Q: 3 clusters Score -4048220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4048244.750000 Penalty: 4903.120605
	Iteration 34Q: 3 clusters Score -4048245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4048262.750000 Penalty: 4903.120605
	Iteration 35Q: 3 clusters Score -4048263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4048288.500000 Penalty: 4903.120605
	Iteration 36Q: 3 clusters Score -4048288 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -4048333.500000 Penalty: 4903.120605
	Iteration 37Q: 3 clusters Score -4048334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4048332.500000 Penalty: 4903.120605
	Iteration 38Q: 3 clusters Score -4048332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4048373.000000 Penalty: 4903.120605
	Iteration 39Q: 3 clusters Score -4048373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4048380.000000 Penalty: 4903.120605
	Iteration 40F: 3 clusters Score -4048380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4048404.750000 Penalty: 4903.120605
	Iteration 41Q: 3 clusters Score -4048405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4048421.750000 Penalty: 4903.120605
	Iteration 42Q: 3 clusters Score -4048422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4048445.250000 Penalty: 4903.120605
	Iteration 43Q: 3 clusters Score -4048445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4048452.750000 Penalty: 4903.120605
	Iteration 44Q: 3 clusters Score -4048453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4048473.500000 Penalty: 4903.120605
	Iteration 45Q: 3 clusters Score -4048474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4048476.250000 Penalty: 4903.120605
	Iteration 46Q: 3 clusters Score -4048476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4048487.500000 Penalty: 4903.120605
	Iteration 47Q: 3 clusters Score -4048488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4048498.250000 Penalty: 4903.120605
	Iteration 48Q: 3 clusters Score -4048498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4048515.750000 Penalty: 4903.120605
	Iteration 49Q: 3 clusters Score -4048516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4048505.250000 Penalty: 4903.120605
	Iteration 50Q: 3 clusters Score -4048505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4048515.000000 Penalty: 4903.120605
	Iteration 51Q: 3 clusters Score -4048515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4048521.500000 Penalty: 4903.120605
	Iteration 52Q: 3 clusters Score -4048522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4048527.000000 Penalty: 4903.120605
	Iteration 53Q: 3 clusters Score -4048527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4048532.250000 Penalty: 4903.120605
	Iteration 54Q: 3 clusters Score -4048532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4048538.750000 Penalty: 4903.120605
	Iteration 55Q: 3 clusters Score -4048539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4048537.500000 Penalty: 4903.120605
	Iteration 56Q: 3 clusters Score -4048538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4048542.500000 Penalty: 4903.120605
	Iteration 57Q: 3 clusters Score -4048542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4048538.250000 Penalty: 4903.120605
	Iteration 58Q: 3 clusters Score -4048538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4048548.000000 Penalty: 4903.120605
	Iteration 59Q: 3 clusters Score -4048548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4048546.250000 Penalty: 4903.120605
	Iteration 60F: 3 clusters Score -4048546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4048549.500000 Penalty: 4903.120605
	Iteration 61Q: 3 clusters Score -4048550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4048562.750000 Penalty: 4903.120605
	Iteration 62Q: 3 clusters Score -4048563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4048564.500000 Penalty: 4903.120605
	Iteration 63Q: 3 clusters Score -4048564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4048564.250000 Penalty: 4903.120605
	Iteration 64Q: 3 clusters Score -4048564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4048585.750000 Penalty: 4903.120605
	Iteration 65Q: 3 clusters Score -4048586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4048575.750000 Penalty: 4903.120605
	Iteration 66Q: 3 clusters Score -4048576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4048582.750000 Penalty: 4903.120605
	Iteration 67Q: 3 clusters Score -4048583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4048589.750000 Penalty: 4903.120605
	Iteration 68Q: 3 clusters Score -4048590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4048592.250000 Penalty: 4903.120605
	Iteration 69Q: 3 clusters Score -4048592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4048593.250000 Penalty: 4903.120605
	Iteration 70Q: 3 clusters Score -4048593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4048591.000000 Penalty: 4903.120605
	Iteration 71Q: 3 clusters Score -4048591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4048591.750000 Penalty: 4903.120605
	Iteration 72Q: 3 clusters Score -4048592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4048596.500000 Penalty: 4903.120605
	Iteration 73Q: 3 clusters Score -4048596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4048599.750000 Penalty: 4903.120605
	Iteration 74Q: 3 clusters Score -4048600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4048598.000000 Penalty: 4903.120605
	Iteration 75Q: 3 clusters Score -4048598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4048603.000000 Penalty: 4903.120605
	Iteration 76Q: 3 clusters Score -4048603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4048606.750000 Penalty: 4903.120605
	Iteration 77Q: 3 clusters Score -4048607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4048607.500000 Penalty: 4903.120605
	Iteration 78Q: 3 clusters Score -4048608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4048609.000000 Penalty: 4903.120605
	Iteration 79Q: 3 clusters Score -4048609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4048616.500000 Penalty: 4903.120605
	Iteration 80F: 3 clusters Score -4048616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4048631.000000 Penalty: 4903.120605
	Iteration 81Q: 3 clusters Score -4048631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4048620.500000 Penalty: 4903.120605
	Iteration 82Q: 3 clusters Score -4048620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4048623.750000 Penalty: 4903.120605
	Iteration 83Q: 3 clusters Score -4048624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4048621.000000 Penalty: 4903.120605
	Iteration 84Q: 3 clusters Score -4048621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4048620.500000 Penalty: 4903.120605
	Iteration 85Q: 3 clusters Score -4048620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4048635.250000 Penalty: 4903.120605
	Iteration 86Q: 3 clusters Score -4048635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4048633.000000 Penalty: 4903.120605
	Iteration 87Q: 3 clusters Score -4048633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4048635.500000 Penalty: 4903.120605
	Iteration 88Q: 3 clusters Score -4048636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4048641.000000 Penalty: 4903.120605
	Iteration 89Q: 3 clusters Score -4048641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4048654.000000 Penalty: 4903.120605
	Iteration 90Q: 3 clusters Score -4048654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4048661.250000 Penalty: 4903.120605
	Iteration 91Q: 3 clusters Score -4048661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4048673.750000 Penalty: 4903.120605
	Iteration 92Q: 3 clusters Score -4048674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4048685.000000 Penalty: 4903.120605
	Iteration 93Q: 3 clusters Score -4048685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4048688.000000 Penalty: 4903.120605
	Iteration 94Q: 3 clusters Score -4048688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4048690.500000 Penalty: 4903.120605
	Iteration 95Q: 3 clusters Score -4048690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4048689.500000 Penalty: 4903.120605
	Iteration 96Q: 3 clusters Score -4048690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4048703.000000 Penalty: 4903.120605
	Iteration 97Q: 3 clusters Score -4048703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4048702.250000 Penalty: 4903.120605
	Iteration 98Q: 3 clusters Score -4048702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4048707.000000 Penalty: 4903.120605
	Iteration 99Q: 3 clusters Score -4048707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4048712.000000 Penalty: 4903.120605
	Iteration 100F: 3 clusters Score -4048712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4048718.500000 Penalty: 4903.120605
	Iteration 101Q: 3 clusters Score -4048718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4048720.500000 Penalty: 4903.120605
	Iteration 102Q: 3 clusters Score -4048720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4048728.500000 Penalty: 4903.120605
	Iteration 103Q: 3 clusters Score -4048728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4048727.500000 Penalty: 4903.120605
	Iteration 104Q: 3 clusters Score -4048728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4048726.250000 Penalty: 4903.120605
	Iteration 105Q: 3 clusters Score -4048726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4048733.500000 Penalty: 4903.120605
	Iteration 106Q: 3 clusters Score -4048734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4048730.750000 Penalty: 4903.120605
	Iteration 107Q: 3 clusters Score -4048731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4048735.000000 Penalty: 4903.120605
	Iteration 108Q: 3 clusters Score -4048735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4048738.000000 Penalty: 4903.120605
	Iteration 109Q: 3 clusters Score -4048738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4048735.750000 Penalty: 4903.120605
	Iteration 110Q: 3 clusters Score -4048736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4048738.500000 Penalty: 4903.120605
	Iteration 111Q: 3 clusters Score -4048738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4048737.250000 Penalty: 4903.120605
	Iteration 112Q: 3 clusters Score -4048737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4048740.000000 Penalty: 4903.120605
	Iteration 113Q: 3 clusters Score -4048740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4048742.500000 Penalty: 4903.120605
	Iteration 114Q: 3 clusters Score -4048742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4048743.250000 Penalty: 4903.120605
	Iteration 115Q: 3 clusters Score -4048743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4048743.500000 Penalty: 4903.120605
	Iteration 116Q: 3 clusters Score -4048744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4048747.750000 Penalty: 4903.120605
	Iteration 117Q: 3 clusters Score -4048748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4048757.000000 Penalty: 4903.120605
	Iteration 118Q: 3 clusters Score -4048757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4048763.750000 Penalty: 4903.120605
	Iteration 119Q: 3 clusters Score -4048764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4048759.000000 Penalty: 4903.120605
	Iteration 120F: 3 clusters Score -4048759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4048763.750000 Penalty: 4903.120605
	Iteration 121Q: 3 clusters Score -4048764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4048766.000000 Penalty: 4903.120605
	Iteration 122Q: 3 clusters Score -4048766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4048763.250000 Penalty: 4903.120605
	Iteration 123Q: 3 clusters Score -4048763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4048763.500000 Penalty: 4903.120605
	Iteration 124Q: 3 clusters Score -4048764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4048764.500000 Penalty: 4903.120605
	Iteration 125Q: 3 clusters Score -4048764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4048768.250000 Penalty: 4903.120605
	Iteration 126Q: 3 clusters Score -4048768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4048770.000000 Penalty: 4903.120605
	Iteration 127Q: 3 clusters Score -4048770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4048767.500000 Penalty: 4903.120605
	Iteration 128Q: 3 clusters Score -4048768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4048766.750000 Penalty: 4903.120605
	Iteration 129Q: 3 clusters Score -4048767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4048772.500000 Penalty: 4903.120605
	Iteration 130Q: 3 clusters Score -4048772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4048776.500000 Penalty: 4903.120605
	Iteration 131Q: 3 clusters Score -4048776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4048777.500000 Penalty: 4903.120605
	Iteration 132Q: 3 clusters Score -4048778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4048779.750000 Penalty: 4903.120605
	Iteration 133Q: 3 clusters Score -4048780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4048780.250000 Penalty: 4903.120605
	Iteration 134Q: 3 clusters Score -4048780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4048784.750000 Penalty: 4903.120605
	Iteration 135Q: 3 clusters Score -4048785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4048784.750000 Penalty: 4903.120605
	Iteration 136F: 3 clusters Score -4048785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (31241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Entering Unmasked Estep 
Score: -5853328.000000 Penalty: 2566.672607
	Iteration 0F: 2 clusters Score -5853328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -5832409.500000 Penalty: 5133.345215
	Iteration 0F: 3 clusters Score -5832410 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5839952.000000 Penalty: 5133.345215
	Iteration 1F: 3 clusters Score -5839952 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -5840348.000000 Penalty: 5133.345215
	Iteration 2Q: 3 clusters Score -5840348 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -5840684.500000 Penalty: 5133.345215
	Iteration 3Q: 3 clusters Score -5840684 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5840970.000000 Penalty: 5133.345215
	Iteration 4Q: 3 clusters Score -5840970 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5841195.000000 Penalty: 5133.345215
	Iteration 5Q: 3 clusters Score -5841195 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5841364.500000 Penalty: 5133.345215
	Iteration 6Q: 3 clusters Score -5841364 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5841567.000000 Penalty: 5133.345215
	Iteration 7Q: 3 clusters Score -5841567 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5841855.500000 Penalty: 5133.345215
	Iteration 8Q: 3 clusters Score -5841856 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -5842218.500000 Penalty: 5133.345215
	Iteration 9Q: 3 clusters Score -5842218 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5842721.000000 Penalty: 5133.345215
	Iteration 10Q: 3 clusters Score -5842721 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -5843491.000000 Penalty: 5133.345215
	Iteration 11Q: 3 clusters Score -5843491 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5844597.000000 Penalty: 5133.345215
	Iteration 12F: 3 clusters Score -5844597 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -5846069.000000 Penalty: 5133.345215
	Iteration 13F: 3 clusters Score -5846069 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5847649.000000 Penalty: 5133.345215
	Iteration 14F: 3 clusters Score -5847649 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5849040.500000 Penalty: 5133.345215
	Iteration 15F: 3 clusters Score -5849040 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5849987.500000 Penalty: 5133.345215
	Iteration 16Q: 3 clusters Score -5849988 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5850475.000000 Penalty: 5133.345215
	Iteration 17Q: 3 clusters Score -5850475 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5850703.500000 Penalty: 5133.345215
	Iteration 18Q: 3 clusters Score -5850704 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5850859.000000 Penalty: 5133.345215
	Iteration 19Q: 3 clusters Score -5850859 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5850930.000000 Penalty: 5133.345215
	Iteration 20F: 3 clusters Score -5850930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5850959.500000 Penalty: 5133.345215
	Iteration 21Q: 3 clusters Score -5850960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5850995.500000 Penalty: 5133.345215
	Iteration 22Q: 3 clusters Score -5850996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5851034.500000 Penalty: 5133.345215
	Iteration 23Q: 3 clusters Score -5851034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5851055.500000 Penalty: 5133.345215
	Iteration 24Q: 3 clusters Score -5851056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5851071.500000 Penalty: 5133.345215
	Iteration 25Q: 3 clusters Score -5851072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5851077.000000 Penalty: 5133.345215
	Iteration 26Q: 3 clusters Score -5851077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5851084.500000 Penalty: 5133.345215
	Iteration 27Q: 3 clusters Score -5851084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5851090.000000 Penalty: 5133.345215
	Iteration 28Q: 3 clusters Score -5851090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5851090.000000 Penalty: 5133.345215
	Iteration 29F: 3 clusters Score -5851090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (28965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Entering Unmasked Estep 
Score: -5623596.000000 Penalty: 2547.913330
	Iteration 0F: 2 clusters Score -5623596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -5604809.000000 Penalty: 5095.826660
	Iteration 0F: 3 clusters Score -5604809 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5611722.500000 Penalty: 5095.826660
	Iteration 1F: 3 clusters Score -5611722 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -5612135.500000 Penalty: 5095.826660
	Iteration 2Q: 3 clusters Score -5612136 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5612441.000000 Penalty: 5095.826660
	Iteration 3Q: 3 clusters Score -5612441 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5612667.500000 Penalty: 5095.826660
	Iteration 4Q: 3 clusters Score -5612668 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -5612884.500000 Penalty: 5095.826660
	Iteration 5Q: 3 clusters Score -5612884 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5613078.500000 Penalty: 5095.826660
	Iteration 6Q: 3 clusters Score -5613078 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -5613251.500000 Penalty: 5095.826660
	Iteration 7Q: 3 clusters Score -5613252 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -5613410.000000 Penalty: 5095.826660
	Iteration 8Q: 3 clusters Score -5613410 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -5613550.000000 Penalty: 5095.826660
	Iteration 9Q: 3 clusters Score -5613550 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5613680.000000 Penalty: 5095.826660
	Iteration 10Q: 3 clusters Score -5613680 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5613779.500000 Penalty: 5095.826660
	Iteration 11Q: 3 clusters Score -5613780 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5613915.000000 Penalty: 5095.826660
	Iteration 12Q: 3 clusters Score -5613915 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -5614077.500000 Penalty: 5095.826660
	Iteration 13Q: 3 clusters Score -5614078 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5614245.000000 Penalty: 5095.826660
	Iteration 14Q: 3 clusters Score -5614245 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -5614522.500000 Penalty: 5095.826660
	Iteration 15Q: 3 clusters Score -5614522 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -5614953.000000 Penalty: 5095.826660
	Iteration 16Q: 3 clusters Score -5614953 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -5615582.500000 Penalty: 5095.826660
	Iteration 17Q: 3 clusters Score -5615582 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5616439.000000 Penalty: 5095.826660
	Iteration 18Q: 3 clusters Score -5616439 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -5617310.000000 Penalty: 5095.826660
	Iteration 19Q: 3 clusters Score -5617310 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -5618089.000000 Penalty: 5095.826660
	Iteration 20F: 3 clusters Score -5618089 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5618500.500000 Penalty: 5095.826660
	Iteration 21Q: 3 clusters Score -5618500 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5618651.500000 Penalty: 5095.826660
	Iteration 22Q: 3 clusters Score -5618652 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -5618744.500000 Penalty: 5095.826660
	Iteration 23Q: 3 clusters Score -5618744 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5618824.000000 Penalty: 5095.826660
	Iteration 24Q: 3 clusters Score -5618824 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5618914.000000 Penalty: 5095.826660
	Iteration 25Q: 3 clusters Score -5618914 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5619032.500000 Penalty: 5095.826660
	Iteration 26Q: 3 clusters Score -5619032 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5619136.500000 Penalty: 5095.826660
	Iteration 27Q: 3 clusters Score -5619136 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5619225.500000 Penalty: 5095.826660
	Iteration 28Q: 3 clusters Score -5619226 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -5619323.500000 Penalty: 5095.826660
	Iteration 29Q: 3 clusters Score -5619324 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5619523.000000 Penalty: 5095.826660
	Iteration 30Q: 3 clusters Score -5619523 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -5619700.500000 Penalty: 5095.826660
	Iteration 31Q: 3 clusters Score -5619700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -5619884.500000 Penalty: 5095.826660
	Iteration 32Q: 3 clusters Score -5619884 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -5620093.500000 Penalty: 5095.826660
	Iteration 33Q: 3 clusters Score -5620094 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -5620256.500000 Penalty: 5095.826660
	Iteration 34Q: 3 clusters Score -5620256 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5620422.500000 Penalty: 5095.826660
	Iteration 35Q: 3 clusters Score -5620422 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -5620581.000000 Penalty: 5095.826660
	Iteration 36Q: 3 clusters Score -5620581 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -5620697.000000 Penalty: 5095.826660
	Iteration 37Q: 3 clusters Score -5620697 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -5620799.000000 Penalty: 5095.826660
	Iteration 38Q: 3 clusters Score -5620799 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5620913.000000 Penalty: 5095.826660
	Iteration 39Q: 3 clusters Score -5620913 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5621001.500000 Penalty: 5095.826660
	Iteration 40F: 3 clusters Score -5621002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5621054.500000 Penalty: 5095.826660
	Iteration 41Q: 3 clusters Score -5621054 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -5621140.000000 Penalty: 5095.826660
	Iteration 42Q: 3 clusters Score -5621140 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5621236.000000 Penalty: 5095.826660
	Iteration 43Q: 3 clusters Score -5621236 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5621297.000000 Penalty: 5095.826660
	Iteration 44Q: 3 clusters Score -5621297 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -5621347.500000 Penalty: 5095.826660
	Iteration 45Q: 3 clusters Score -5621348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5621400.500000 Penalty: 5095.826660
	Iteration 46Q: 3 clusters Score -5621400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5621440.500000 Penalty: 5095.826660
	Iteration 47Q: 3 clusters Score -5621440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -5621464.500000 Penalty: 5095.826660
	Iteration 48Q: 3 clusters Score -5621464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -5621494.500000 Penalty: 5095.826660
	Iteration 49Q: 3 clusters Score -5621494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5621516.500000 Penalty: 5095.826660
	Iteration 50Q: 3 clusters Score -5621516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -5621530.500000 Penalty: 5095.826660
	Iteration 51Q: 3 clusters Score -5621530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -5621537.500000 Penalty: 5095.826660
	Iteration 52Q: 3 clusters Score -5621538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5621537.000000 Penalty: 5095.826660
	Iteration 53Q: 3 clusters Score -5621537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5621537.500000 Penalty: 5095.826660
	Iteration 54Q: 3 clusters Score -5621538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -5621542.000000 Penalty: 5095.826660
	Iteration 55Q: 3 clusters Score -5621542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -5621546.000000 Penalty: 5095.826660
	Iteration 56Q: 3 clusters Score -5621546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5621555.500000 Penalty: 5095.826660
	Iteration 57Q: 3 clusters Score -5621556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5621551.500000 Penalty: 5095.826660
	Iteration 58Q: 3 clusters Score -5621552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5621546.500000 Penalty: 5095.826660
	Iteration 59Q: 3 clusters Score -5621546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5621546.500000 Penalty: 5095.826660
	Iteration 60F: 3 clusters Score -5621546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (28552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Entering Unmasked Estep 
Score: -5526561.500000 Penalty: 2544.351562
	Iteration 0F: 2 clusters Score -5526562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -5507830.000000 Penalty: 5088.703125
	Iteration 0F: 3 clusters Score -5507830 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5514744.500000 Penalty: 5088.703125
	Iteration 1F: 3 clusters Score -5514744 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5515175.000000 Penalty: 5088.703125
	Iteration 2Q: 3 clusters Score -5515175 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5515543.000000 Penalty: 5088.703125
	Iteration 3Q: 3 clusters Score -5515543 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -5515865.000000 Penalty: 5088.703125
	Iteration 4Q: 3 clusters Score -5515865 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5516204.000000 Penalty: 5088.703125
	Iteration 5Q: 3 clusters Score -5516204 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -5516597.000000 Penalty: 5088.703125
	Iteration 6Q: 3 clusters Score -5516597 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -5517023.000000 Penalty: 5088.703125
	Iteration 7Q: 3 clusters Score -5517023 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -5517502.500000 Penalty: 5088.703125
	Iteration 8Q: 3 clusters Score -5517502 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5518032.500000 Penalty: 5088.703125
	Iteration 9Q: 3 clusters Score -5518032 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -5518708.000000 Penalty: 5088.703125
	Iteration 10Q: 3 clusters Score -5518708 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5519419.500000 Penalty: 5088.703125
	Iteration 11Q: 3 clusters Score -5519420 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -5520118.000000 Penalty: 5088.703125
	Iteration 12Q: 3 clusters Score -5520118 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5520808.000000 Penalty: 5088.703125
	Iteration 13Q: 3 clusters Score -5520808 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5521233.500000 Penalty: 5088.703125
	Iteration 14Q: 3 clusters Score -5521234 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5521419.500000 Penalty: 5088.703125
	Iteration 15Q: 3 clusters Score -5521420 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -5521499.000000 Penalty: 5088.703125
	Iteration 16Q: 3 clusters Score -5521499 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -5521565.000000 Penalty: 5088.703125
	Iteration 17Q: 3 clusters Score -5521565 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5521610.500000 Penalty: 5088.703125
	Iteration 18Q: 3 clusters Score -5521610 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5521681.000000 Penalty: 5088.703125
	Iteration 19Q: 3 clusters Score -5521681 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -5521762.000000 Penalty: 5088.703125
	Iteration 20F: 3 clusters Score -5521762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -5521792.000000 Penalty: 5088.703125
	Iteration 21Q: 3 clusters Score -5521792 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -5521828.000000 Penalty: 5088.703125
	Iteration 22Q: 3 clusters Score -5521828 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -5521872.500000 Penalty: 5088.703125
	Iteration 23Q: 3 clusters Score -5521872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -5521895.500000 Penalty: 5088.703125
	Iteration 24Q: 3 clusters Score -5521896 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -5521900.000000 Penalty: 5088.703125
	Iteration 25Q: 3 clusters Score -5521900 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5521907.500000 Penalty: 5088.703125
	Iteration 26Q: 3 clusters Score -5521908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -5521915.500000 Penalty: 5088.703125
	Iteration 27Q: 3 clusters Score -5521916 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5521939.000000 Penalty: 5088.703125
	Iteration 28Q: 3 clusters Score -5521939 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5521948.500000 Penalty: 5088.703125
	Iteration 29Q: 3 clusters Score -5521948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5521966.500000 Penalty: 5088.703125
	Iteration 30Q: 3 clusters Score -5521966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5521964.000000 Penalty: 5088.703125
	Iteration 31Q: 3 clusters Score -5521964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5521991.500000 Penalty: 5088.703125
	Iteration 32Q: 3 clusters Score -5521992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5521986.500000 Penalty: 5088.703125
	Iteration 33Q: 3 clusters Score -5521986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -5522003.000000 Penalty: 5088.703125
	Iteration 34Q: 3 clusters Score -5522003 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5522004.000000 Penalty: 5088.703125
	Iteration 35Q: 3 clusters Score -5522004 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5522009.500000 Penalty: 5088.703125
	Iteration 36Q: 3 clusters Score -5522010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5522018.000000 Penalty: 5088.703125
	Iteration 37Q: 3 clusters Score -5522018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -5522031.000000 Penalty: 5088.703125
	Iteration 38Q: 3 clusters Score -5522031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5522037.500000 Penalty: 5088.703125
	Iteration 39Q: 3 clusters Score -5522038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -5522062.500000 Penalty: 5088.703125
	Iteration 40F: 3 clusters Score -5522062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -5522072.000000 Penalty: 5088.703125
	Iteration 41Q: 3 clusters Score -5522072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -5522081.000000 Penalty: 5088.703125
	Iteration 42Q: 3 clusters Score -5522081 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5522091.500000 Penalty: 5088.703125
	Iteration 43Q: 3 clusters Score -5522092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -5522100.000000 Penalty: 5088.703125
	Iteration 44Q: 3 clusters Score -5522100 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -5522113.500000 Penalty: 5088.703125
	Iteration 45Q: 3 clusters Score -5522114 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5522137.000000 Penalty: 5088.703125
	Iteration 46Q: 3 clusters Score -5522137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -5522181.000000 Penalty: 5088.703125
	Iteration 47Q: 3 clusters Score -5522181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5522199.000000 Penalty: 5088.703125
	Iteration 48Q: 3 clusters Score -5522199 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -5522225.500000 Penalty: 5088.703125
	Iteration 49Q: 3 clusters Score -5522226 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5522237.500000 Penalty: 5088.703125
	Iteration 50Q: 3 clusters Score -5522238 nChanged 109
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -5522822 nChanged 65
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	Iteration 127Q: 3 clusters Score -5523028 nChanged 30
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	Iteration 129Q: 3 clusters Score -5523038 nChanged 24
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	Iteration 135Q: 3 clusters Score -5523042 nChanged 14
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	Iteration 140F: 3 clusters Score -5523051 nChanged 12
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	Iteration 141Q: 3 clusters Score -5523052 nChanged 9
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	Iteration 142Q: 3 clusters Score -5523050 nChanged 4
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	Iteration 143Q: 3 clusters Score -5523048 nChanged 8
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	Iteration 144Q: 3 clusters Score -5523048 nChanged 11
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Entering Unmasked Estep 
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Mstep: Class 2 contains 19139 members 
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Mstep: Class 2 contains 19148 members 
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Mstep: Class 2 contains 19161 members 
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	Iteration 148Q: 3 clusters Score -5523053 nChanged 13
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Mstep: Class 2 contains 19172 members 
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	Iteration 149Q: 3 clusters Score -5523053 nChanged 12
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 19184 members 
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	Iteration 150Q: 3 clusters Score -5523059 nChanged 12
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Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5523068 nChanged 6
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Mstep: Class 2 contains 19202 members 
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Mstep: Class 2 contains 19210 members 
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	Iteration 153Q: 3 clusters Score -5523063 nChanged 7
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Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5523069 nChanged 12
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Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5523076 nChanged 17
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5523077 nChanged 19
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Mstep: Class 2 contains 19289 members 
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	Iteration 159Q: 3 clusters Score -5523084 nChanged 18
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Mstep: Class 2 contains 19307 members 
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	Iteration 160F: 3 clusters Score -5523087 nChanged 12
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 19319 members 
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	Iteration 161Q: 3 clusters Score -5523084 nChanged 15
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	Iteration 162Q: 3 clusters Score -5523078 nChanged 13
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	Iteration 163Q: 3 clusters Score -5523084 nChanged 14
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Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 19361 members 
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	Iteration 164Q: 3 clusters Score -5523084 nChanged 16
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Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5523092 nChanged 10
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Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5523091 nChanged 13
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	Iteration 167Q: 3 clusters Score -5523087 nChanged 11
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Mstep: Class 1 contains 9141 members 
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	Iteration 168Q: 3 clusters Score -5523086 nChanged 9
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Mstep: Class 2 contains 19420 members 
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	Iteration 169Q: 3 clusters Score -5523094 nChanged 7
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 19427 members 
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	Iteration 170Q: 3 clusters Score -5523092 nChanged 7
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Mstep: Class 2 contains 19434 members 
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	Iteration 171Q: 3 clusters Score -5523096 nChanged 7
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	Iteration 172Q: 3 clusters Score -5523092 nChanged 8
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	Iteration 173Q: 3 clusters Score -5523096 nChanged 11
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Mstep: Class 1 contains 9081 members 
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	Iteration 175Q: 3 clusters Score -5523094 nChanged 13
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	Iteration 176Q: 3 clusters Score -5523096 nChanged 11
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	Iteration 177Q: 3 clusters Score -5523093 nChanged 9
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	Iteration 178Q: 3 clusters Score -5523094 nChanged 11
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Mstep: Class 1 contains 9037 members 
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	Iteration 179Q: 3 clusters Score -5523096 nChanged 11
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	Iteration 180F: 3 clusters Score -5523096 nChanged 6
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	Iteration 181Q: 3 clusters Score -5523098 nChanged 11
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	Iteration 182Q: 3 clusters Score -5523108 nChanged 22
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Mstep: Class 1 contains 8989 members 
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	Iteration 183Q: 3 clusters Score -5523114 nChanged 22
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	Iteration 184Q: 3 clusters Score -5523112 nChanged 18
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	Iteration 185Q: 3 clusters Score -5523109 nChanged 15
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	Iteration 186Q: 3 clusters Score -5523106 nChanged 16
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	Iteration 187Q: 3 clusters Score -5523108 nChanged 12
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Mstep: Class 1 contains 8906 members 
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	Iteration 188Q: 3 clusters Score -5523114 nChanged 13
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Mstep: Class 1 contains 8893 members 
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	Iteration 189Q: 3 clusters Score -5523106 nChanged 16
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Mstep: Class 1 contains 8877 members 
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	Iteration 190Q: 3 clusters Score -5523115 nChanged 11
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	Iteration 191Q: 3 clusters Score -5523118 nChanged 13
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Mstep: Class 1 contains 8853 members 
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	Iteration 192Q: 3 clusters Score -5523120 nChanged 8
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	Iteration 193Q: 3 clusters Score -5523119 nChanged 10
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	Iteration 194Q: 3 clusters Score -5523117 nChanged 10
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	Iteration 195Q: 3 clusters Score -5523122 nChanged 7
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	Iteration 196Q: 3 clusters Score -5523127 nChanged 3
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	Iteration 197Q: 3 clusters Score -5523124 nChanged 4
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	Iteration 198Q: 3 clusters Score -5523131 nChanged 8
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	Iteration 199Q: 3 clusters Score -5523119 nChanged 7
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	Iteration 200F: 3 clusters Score -5523131 nChanged 8
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	Iteration 201Q: 3 clusters Score -5523138 nChanged 11
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	Iteration 202Q: 3 clusters Score -5523133 nChanged 9
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	Iteration 203Q: 3 clusters Score -5523136 nChanged 11
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Score: -5523143.500000 Penalty: 5088.703125
	Iteration 204Q: 3 clusters Score -5523144 nChanged 19
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Score: -5523142.000000 Penalty: 5088.703125
	Iteration 205Q: 3 clusters Score -5523142 nChanged 13
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	Iteration 206Q: 3 clusters Score -5523136 nChanged 8
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	Iteration 207Q: 3 clusters Score -5523133 nChanged 9
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	Iteration 208Q: 3 clusters Score -5523135 nChanged 12
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	Iteration 209Q: 3 clusters Score -5523145 nChanged 11
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	Iteration 210Q: 3 clusters Score -5523143 nChanged 10
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	Iteration 211Q: 3 clusters Score -5523144 nChanged 9
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	Iteration 212Q: 3 clusters Score -5523138 nChanged 7
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	Iteration 213Q: 3 clusters Score -5523148 nChanged 12
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	Iteration 214Q: 3 clusters Score -5523152 nChanged 17
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	Iteration 215Q: 3 clusters Score -5523152 nChanged 18
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	Iteration 216Q: 3 clusters Score -5523160 nChanged 21
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	Iteration 217Q: 3 clusters Score -5523161 nChanged 24
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	Iteration 218Q: 3 clusters Score -5523172 nChanged 21
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	Iteration 219Q: 3 clusters Score -5523174 nChanged 24
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	Iteration 220F: 3 clusters Score -5523170 nChanged 20
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	Iteration 221Q: 3 clusters Score -5523172 nChanged 18
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	Iteration 222Q: 3 clusters Score -5523178 nChanged 14
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	Iteration 223Q: 3 clusters Score -5523172 nChanged 20
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	Iteration 224Q: 3 clusters Score -5523178 nChanged 17
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	Iteration 225Q: 3 clusters Score -5523170 nChanged 12
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	Iteration 226Q: 3 clusters Score -5523166 nChanged 16
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	Iteration 227Q: 3 clusters Score -5523170 nChanged 25
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	Iteration 228Q: 3 clusters Score -5523177 nChanged 23
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	Iteration 229Q: 3 clusters Score -5523172 nChanged 39
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	Iteration 230Q: 3 clusters Score -5523182 nChanged 27
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	Iteration 231Q: 3 clusters Score -5523172 nChanged 19
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	Iteration 232Q: 3 clusters Score -5523182 nChanged 26
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	Iteration 233Q: 3 clusters Score -5523177 nChanged 32
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	Iteration 234Q: 3 clusters Score -5523183 nChanged 33
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	Iteration 235Q: 3 clusters Score -5523172 nChanged 34
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	Iteration 236Q: 3 clusters Score -5523184 nChanged 36
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	Iteration 237Q: 3 clusters Score -5523184 nChanged 36
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	Iteration 238Q: 3 clusters Score -5523198 nChanged 41
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	Iteration 260F: 3 clusters Score -5523420 nChanged 78
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	Iteration 267Q: 3 clusters Score -5523530 nChanged 52
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	Iteration 273Q: 3 clusters Score -5523580 nChanged 77
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	Iteration 276Q: 3 clusters Score -5523639 nChanged 76
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	Iteration 279Q: 3 clusters Score -5523740 nChanged 81
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	Iteration 280F: 3 clusters Score -5523770 nChanged 97
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	Iteration 281Q: 3 clusters Score -5523789 nChanged 99
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	Iteration 282Q: 3 clusters Score -5523836 nChanged 88
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	Iteration 283Q: 3 clusters Score -5523862 nChanged 88
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	Iteration 285Q: 3 clusters Score -5523946 nChanged 106
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	Iteration 286Q: 3 clusters Score -5523974 nChanged 119
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	Iteration 289Q: 3 clusters Score -5524124 nChanged 138
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	Iteration 300F: 3 clusters Score -5524454 nChanged 118
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	Iteration 304Q: 3 clusters Score -5524552 nChanged 88
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	Iteration 307Q: 3 clusters Score -5524563 nChanged 55
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	Iteration 320F: 3 clusters Score -5524624 nChanged 36
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	Iteration 321Q: 3 clusters Score -5524633 nChanged 39
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	Iteration 322Q: 3 clusters Score -5524630 nChanged 34
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	Iteration 323Q: 3 clusters Score -5524639 nChanged 35
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	Iteration 324Q: 3 clusters Score -5524644 nChanged 38
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	Iteration 325Q: 3 clusters Score -5524647 nChanged 39
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	Iteration 326Q: 3 clusters Score -5524646 nChanged 35
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	Iteration 328Q: 3 clusters Score -5524657 nChanged 40
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	Iteration 329Q: 3 clusters Score -5524664 nChanged 35
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	Iteration 330Q: 3 clusters Score -5524662 nChanged 28
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	Iteration 331Q: 3 clusters Score -5524679 nChanged 32
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	Iteration 332Q: 3 clusters Score -5524678 nChanged 29
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	Iteration 333Q: 3 clusters Score -5524677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -5524689.000000 Penalty: 5088.703125
	Iteration 334Q: 3 clusters Score -5524689 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5524707.500000 Penalty: 5088.703125
	Iteration 335Q: 3 clusters Score -5524708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -5524716.000000 Penalty: 5088.703125
	Iteration 336Q: 3 clusters Score -5524716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5524706.500000 Penalty: 5088.703125
	Iteration 337Q: 3 clusters Score -5524706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -5524729.500000 Penalty: 5088.703125
	Iteration 338Q: 3 clusters Score -5524730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -5524728.000000 Penalty: 5088.703125
	Iteration 339Q: 3 clusters Score -5524728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -5524712.000000 Penalty: 5088.703125
	Iteration 340F: 3 clusters Score -5524712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5524714.500000 Penalty: 5088.703125
	Iteration 341Q: 3 clusters Score -5524714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -5524706.000000 Penalty: 5088.703125
	Iteration 342Q: 3 clusters Score -5524706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5524717.000000 Penalty: 5088.703125
	Iteration 343Q: 3 clusters Score -5524717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5524712.000000 Penalty: 5088.703125
	Iteration 344Q: 3 clusters Score -5524712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -5524716.000000 Penalty: 5088.703125
	Iteration 345Q: 3 clusters Score -5524716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -5524720.000000 Penalty: 5088.703125
	Iteration 346Q: 3 clusters Score -5524720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -5524716.500000 Penalty: 5088.703125
	Iteration 347Q: 3 clusters Score -5524716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5524717.500000 Penalty: 5088.703125
	Iteration 348Q: 3 clusters Score -5524718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5524716.000000 Penalty: 5088.703125
	Iteration 349Q: 3 clusters Score -5524716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5524720.000000 Penalty: 5088.703125
	Iteration 350Q: 3 clusters Score -5524720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -5524719.500000 Penalty: 5088.703125
	Iteration 351Q: 3 clusters Score -5524720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5524728.000000 Penalty: 5088.703125
	Iteration 352Q: 3 clusters Score -5524728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5524725.000000 Penalty: 5088.703125
	Iteration 353Q: 3 clusters Score -5524725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5524725.500000 Penalty: 5088.703125
	Iteration 354Q: 3 clusters Score -5524726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -5524730.000000 Penalty: 5088.703125
	Iteration 355Q: 3 clusters Score -5524730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -5524727.500000 Penalty: 5088.703125
	Iteration 356Q: 3 clusters Score -5524728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5524728.500000 Penalty: 5088.703125
	Iteration 357Q: 3 clusters Score -5524728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5524733.000000 Penalty: 5088.703125
	Iteration 358Q: 3 clusters Score -5524733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -5524730.000000 Penalty: 5088.703125
	Iteration 359Q: 3 clusters Score -5524730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5524731.000000 Penalty: 5088.703125
	Iteration 360F: 3 clusters Score -5524731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5524733.500000 Penalty: 5088.703125
	Iteration 361Q: 3 clusters Score -5524734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5524729.500000 Penalty: 5088.703125
	Iteration 362Q: 3 clusters Score -5524730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -5524729.000000 Penalty: 5088.703125
	Iteration 363Q: 3 clusters Score -5524729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5524723.000000 Penalty: 5088.703125
	Iteration 364Q: 3 clusters Score -5524723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5524720.000000 Penalty: 5088.703125
	Iteration 365Q: 3 clusters Score -5524720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5524724.000000 Penalty: 5088.703125
	Iteration 366Q: 3 clusters Score -5524724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -5524729.500000 Penalty: 5088.703125
	Iteration 367Q: 3 clusters Score -5524730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5524727.500000 Penalty: 5088.703125
	Iteration 368Q: 3 clusters Score -5524728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5524735.500000 Penalty: 5088.703125
	Iteration 369Q: 3 clusters Score -5524736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5524746.000000 Penalty: 5088.703125
	Iteration 370Q: 3 clusters Score -5524746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5524754.500000 Penalty: 5088.703125
	Iteration 371Q: 3 clusters Score -5524754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5524759.000000 Penalty: 5088.703125
	Iteration 372Q: 3 clusters Score -5524759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5524758.500000 Penalty: 5088.703125
	Iteration 373Q: 3 clusters Score -5524758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -5524761.000000 Penalty: 5088.703125
	Iteration 374Q: 3 clusters Score -5524761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -5524762.500000 Penalty: 5088.703125
	Iteration 375Q: 3 clusters Score -5524762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -5524770.000000 Penalty: 5088.703125
	Iteration 376Q: 3 clusters Score -5524770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -5524765.000000 Penalty: 5088.703125
	Iteration 377Q: 3 clusters Score -5524765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5524769.500000 Penalty: 5088.703125
	Iteration 378Q: 3 clusters Score -5524770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5524769.500000 Penalty: 5088.703125
	Iteration 379F: 3 clusters Score -5524770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -92981.031250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -92981.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -91439.218750 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -91439.22 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -91609.437500 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -91609.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91657.453125 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -91657.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -91689.500000 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -91689.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91703.476562 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -91703.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91709.804688 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -91709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91715.218750 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -91715.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91718.242188 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -91718.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91718.242188 Penalty: 3099.029297
	Iteration 8F: 3 clusters Score -91718.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (29750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Entering Unmasked Estep 
Score: -5559437.000000 Penalty: 2554.544922
	Iteration 0F: 2 clusters Score -5559437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5539349.500000 Penalty: 5109.089844
	Iteration 0F: 3 clusters Score -5539350 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5546600.500000 Penalty: 5109.089844
	Iteration 1F: 3 clusters Score -5546600 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5546991.000000 Penalty: 5109.089844
	Iteration 2Q: 3 clusters Score -5546991 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5547324.000000 Penalty: 5109.089844
	Iteration 3Q: 3 clusters Score -5547324 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5547578.000000 Penalty: 5109.089844
	Iteration 4Q: 3 clusters Score -5547578 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -5547821.500000 Penalty: 5109.089844
	Iteration 5Q: 3 clusters Score -5547822 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -5547987.500000 Penalty: 5109.089844
	Iteration 6Q: 3 clusters Score -5547988 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5548176.000000 Penalty: 5109.089844
	Iteration 7Q: 3 clusters Score -5548176 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5548374.500000 Penalty: 5109.089844
	Iteration 8Q: 3 clusters Score -5548374 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -5548598.500000 Penalty: 5109.089844
	Iteration 9Q: 3 clusters Score -5548598 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5548769.500000 Penalty: 5109.089844
	Iteration 10Q: 3 clusters Score -5548770 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5548988.000000 Penalty: 5109.089844
	Iteration 11Q: 3 clusters Score -5548988 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -5549236.000000 Penalty: 5109.089844
	Iteration 12Q: 3 clusters Score -5549236 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5549593.500000 Penalty: 5109.089844
	Iteration 13Q: 3 clusters Score -5549594 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -5550056.000000 Penalty: 5109.089844
	Iteration 14Q: 3 clusters Score -5550056 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5550631.500000 Penalty: 5109.089844
	Iteration 15Q: 3 clusters Score -5550632 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -5551445.500000 Penalty: 5109.089844
	Iteration 16Q: 3 clusters Score -5551446 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -5552252.000000 Penalty: 5109.089844
	Iteration 17Q: 3 clusters Score -5552252 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -5552791.000000 Penalty: 5109.089844
	Iteration 18Q: 3 clusters Score -5552791 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5553078.500000 Penalty: 5109.089844
	Iteration 19Q: 3 clusters Score -5553078 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5553208.500000 Penalty: 5109.089844
	Iteration 20F: 3 clusters Score -5553208 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -5553273.500000 Penalty: 5109.089844
	Iteration 21Q: 3 clusters Score -5553274 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5553332.000000 Penalty: 5109.089844
	Iteration 22Q: 3 clusters Score -5553332 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5553393.500000 Penalty: 5109.089844
	Iteration 23Q: 3 clusters Score -5553394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -5553467.500000 Penalty: 5109.089844
	Iteration 24Q: 3 clusters Score -5553468 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5553515.500000 Penalty: 5109.089844
	Iteration 25Q: 3 clusters Score -5553516 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5553573.500000 Penalty: 5109.089844
	Iteration 26Q: 3 clusters Score -5553574 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5553659.500000 Penalty: 5109.089844
	Iteration 27Q: 3 clusters Score -5553660 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -5553745.000000 Penalty: 5109.089844
	Iteration 28Q: 3 clusters Score -5553745 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5553829.000000 Penalty: 5109.089844
	Iteration 29Q: 3 clusters Score -5553829 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -5553915.000000 Penalty: 5109.089844
	Iteration 30Q: 3 clusters Score -5553915 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -5554018.500000 Penalty: 5109.089844
	Iteration 31Q: 3 clusters Score -5554018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5554125.500000 Penalty: 5109.089844
	Iteration 32Q: 3 clusters Score -5554126 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5554190.500000 Penalty: 5109.089844
	Iteration 33Q: 3 clusters Score -5554190 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5554285.500000 Penalty: 5109.089844
	Iteration 34Q: 3 clusters Score -5554286 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -5554353.500000 Penalty: 5109.089844
	Iteration 35Q: 3 clusters Score -5554354 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5554433.500000 Penalty: 5109.089844
	Iteration 36Q: 3 clusters Score -5554434 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5554487.500000 Penalty: 5109.089844
	Iteration 37Q: 3 clusters Score -5554488 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5554559.500000 Penalty: 5109.089844
	Iteration 38Q: 3 clusters Score -5554560 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5554639.500000 Penalty: 5109.089844
	Iteration 39Q: 3 clusters Score -5554640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5554715.500000 Penalty: 5109.089844
	Iteration 40F: 3 clusters Score -5554716 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -5554783.000000 Penalty: 5109.089844
	Iteration 41Q: 3 clusters Score -5554783 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5554807.500000 Penalty: 5109.089844
	Iteration 42Q: 3 clusters Score -5554808 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5554862.000000 Penalty: 5109.089844
	Iteration 43Q: 3 clusters Score -5554862 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5554918.500000 Penalty: 5109.089844
	Iteration 44Q: 3 clusters Score -5554918 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5554980.000000 Penalty: 5109.089844
	Iteration 45Q: 3 clusters Score -5554980 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5555002.000000 Penalty: 5109.089844
	Iteration 46Q: 3 clusters Score -5555002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -5555046.500000 Penalty: 5109.089844
	Iteration 47Q: 3 clusters Score -5555046 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -5555104.500000 Penalty: 5109.089844
	Iteration 48Q: 3 clusters Score -5555104 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -5555137.000000 Penalty: 5109.089844
	Iteration 49Q: 3 clusters Score -5555137 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5555186.500000 Penalty: 5109.089844
	Iteration 50Q: 3 clusters Score -5555186 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5555214.500000 Penalty: 5109.089844
	Iteration 51Q: 3 clusters Score -5555214 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5555255.500000 Penalty: 5109.089844
	Iteration 52Q: 3 clusters Score -5555256 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -5555304.000000 Penalty: 5109.089844
	Iteration 53Q: 3 clusters Score -5555304 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -5555363.500000 Penalty: 5109.089844
	Iteration 54Q: 3 clusters Score -5555364 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -5555407.000000 Penalty: 5109.089844
	Iteration 55Q: 3 clusters Score -5555407 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5555445.500000 Penalty: 5109.089844
	Iteration 56Q: 3 clusters Score -5555446 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -5555517.000000 Penalty: 5109.089844
	Iteration 57Q: 3 clusters Score -5555517 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5555531.000000 Penalty: 5109.089844
	Iteration 58Q: 3 clusters Score -5555531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5555566.000000 Penalty: 5109.089844
	Iteration 59Q: 3 clusters Score -5555566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5555613.500000 Penalty: 5109.089844
	Iteration 60F: 3 clusters Score -5555614 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5555643.500000 Penalty: 5109.089844
	Iteration 61Q: 3 clusters Score -5555644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5555685.500000 Penalty: 5109.089844
	Iteration 62Q: 3 clusters Score -5555686 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -5555722.000000 Penalty: 5109.089844
	Iteration 63Q: 3 clusters Score -5555722 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -5555743.000000 Penalty: 5109.089844
	Iteration 64Q: 3 clusters Score -5555743 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5555804.000000 Penalty: 5109.089844
	Iteration 65Q: 3 clusters Score -5555804 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5555829.500000 Penalty: 5109.089844
	Iteration 66Q: 3 clusters Score -5555830 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5555858.500000 Penalty: 5109.089844
	Iteration 67Q: 3 clusters Score -5555858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -5555937.000000 Penalty: 5109.089844
	Iteration 68Q: 3 clusters Score -5555937 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5555980.000000 Penalty: 5109.089844
	Iteration 69Q: 3 clusters Score -5555980 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -5556008.500000 Penalty: 5109.089844
	Iteration 70Q: 3 clusters Score -5556008 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5556061.500000 Penalty: 5109.089844
	Iteration 71Q: 3 clusters Score -5556062 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5556079.500000 Penalty: 5109.089844
	Iteration 72Q: 3 clusters Score -5556080 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5556119.500000 Penalty: 5109.089844
	Iteration 73Q: 3 clusters Score -5556120 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5556141.500000 Penalty: 5109.089844
	Iteration 74Q: 3 clusters Score -5556142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -5556187.000000 Penalty: 5109.089844
	Iteration 75Q: 3 clusters Score -5556187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -5556221.500000 Penalty: 5109.089844
	Iteration 76Q: 3 clusters Score -5556222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5556232.500000 Penalty: 5109.089844
	Iteration 77Q: 3 clusters Score -5556232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -5556258.000000 Penalty: 5109.089844
	Iteration 78Q: 3 clusters Score -5556258 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5556276.000000 Penalty: 5109.089844
	Iteration 79Q: 3 clusters Score -5556276 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5556307.500000 Penalty: 5109.089844
	Iteration 80F: 3 clusters Score -5556308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5556354.500000 Penalty: 5109.089844
	Iteration 81Q: 3 clusters Score -5556354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -5556379.500000 Penalty: 5109.089844
	Iteration 82Q: 3 clusters Score -5556380 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -5556397.500000 Penalty: 5109.089844
	Iteration 83Q: 3 clusters Score -5556398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5556418.000000 Penalty: 5109.089844
	Iteration 84Q: 3 clusters Score -5556418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -5556433.500000 Penalty: 5109.089844
	Iteration 85Q: 3 clusters Score -5556434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5556461.500000 Penalty: 5109.089844
	Iteration 86Q: 3 clusters Score -5556462 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5556499.500000 Penalty: 5109.089844
	Iteration 87Q: 3 clusters Score -5556500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -5556531.500000 Penalty: 5109.089844
	Iteration 88Q: 3 clusters Score -5556532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5556530.000000 Penalty: 5109.089844
	Iteration 89Q: 3 clusters Score -5556530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5556560.000000 Penalty: 5109.089844
	Iteration 90Q: 3 clusters Score -5556560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5556578.000000 Penalty: 5109.089844
	Iteration 91Q: 3 clusters Score -5556578 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5556595.500000 Penalty: 5109.089844
	Iteration 92Q: 3 clusters Score -5556596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -5556613.000000 Penalty: 5109.089844
	Iteration 93Q: 3 clusters Score -5556613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -5556638.500000 Penalty: 5109.089844
	Iteration 94Q: 3 clusters Score -5556638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -5556643.000000 Penalty: 5109.089844
	Iteration 95Q: 3 clusters Score -5556643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -5556636.000000 Penalty: 5109.089844
	Iteration 96Q: 3 clusters Score -5556636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5556667.500000 Penalty: 5109.089844
	Iteration 97Q: 3 clusters Score -5556668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -5556685.000000 Penalty: 5109.089844
	Iteration 98Q: 3 clusters Score -5556685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -5556720.500000 Penalty: 5109.089844
	Iteration 99Q: 3 clusters Score -5556720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5556732.000000 Penalty: 5109.089844
	Iteration 100F: 3 clusters Score -5556732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5556745.000000 Penalty: 5109.089844
	Iteration 101Q: 3 clusters Score -5556745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5556755.500000 Penalty: 5109.089844
	Iteration 102Q: 3 clusters Score -5556756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5556766.000000 Penalty: 5109.089844
	Iteration 103Q: 3 clusters Score -5556766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5556784.000000 Penalty: 5109.089844
	Iteration 104Q: 3 clusters Score -5556784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5556797.500000 Penalty: 5109.089844
	Iteration 105Q: 3 clusters Score -5556798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5556797.500000 Penalty: 5109.089844
	Iteration 106Q: 3 clusters Score -5556798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -5556805.000000 Penalty: 5109.089844
	Iteration 107Q: 3 clusters Score -5556805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5556814.000000 Penalty: 5109.089844
	Iteration 108Q: 3 clusters Score -5556814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5556825.000000 Penalty: 5109.089844
	Iteration 109Q: 3 clusters Score -5556825 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5556823.500000 Penalty: 5109.089844
	Iteration 110Q: 3 clusters Score -5556824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5556838.000000 Penalty: 5109.089844
	Iteration 111Q: 3 clusters Score -5556838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -5556844.500000 Penalty: 5109.089844
	Iteration 112Q: 3 clusters Score -5556844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -5556861.000000 Penalty: 5109.089844
	Iteration 113Q: 3 clusters Score -5556861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -5556873.500000 Penalty: 5109.089844
	Iteration 114Q: 3 clusters Score -5556874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -5556885.000000 Penalty: 5109.089844
	Iteration 115Q: 3 clusters Score -5556885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5556888.500000 Penalty: 5109.089844
	Iteration 116Q: 3 clusters Score -5556888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -5556901.000000 Penalty: 5109.089844
	Iteration 117Q: 3 clusters Score -5556901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5556924.500000 Penalty: 5109.089844
	Iteration 118Q: 3 clusters Score -5556924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -5556949.500000 Penalty: 5109.089844
	Iteration 119Q: 3 clusters Score -5556950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5556953.500000 Penalty: 5109.089844
	Iteration 120F: 3 clusters Score -5556954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -5556980.000000 Penalty: 5109.089844
	Iteration 121Q: 3 clusters Score -5556980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5557002.500000 Penalty: 5109.089844
	Iteration 122Q: 3 clusters Score -5557002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -5557028.500000 Penalty: 5109.089844
	Iteration 123Q: 3 clusters Score -5557028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5557049.000000 Penalty: 5109.089844
	Iteration 124Q: 3 clusters Score -5557049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -5557065.500000 Penalty: 5109.089844
	Iteration 125Q: 3 clusters Score -5557066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -5557075.000000 Penalty: 5109.089844
	Iteration 126Q: 3 clusters Score -5557075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -5557088.500000 Penalty: 5109.089844
	Iteration 127Q: 3 clusters Score -5557088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5557104.000000 Penalty: 5109.089844
	Iteration 128Q: 3 clusters Score -5557104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5557103.500000 Penalty: 5109.089844
	Iteration 129Q: 3 clusters Score -5557104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -5557115.500000 Penalty: 5109.089844
	Iteration 130Q: 3 clusters Score -5557116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -5557131.000000 Penalty: 5109.089844
	Iteration 131Q: 3 clusters Score -5557131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5557143.500000 Penalty: 5109.089844
	Iteration 132Q: 3 clusters Score -5557144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -5557153.000000 Penalty: 5109.089844
	Iteration 133Q: 3 clusters Score -5557153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5557154.500000 Penalty: 5109.089844
	Iteration 134Q: 3 clusters Score -5557154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5557170.000000 Penalty: 5109.089844
	Iteration 135Q: 3 clusters Score -5557170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5557177.000000 Penalty: 5109.089844
	Iteration 136Q: 3 clusters Score -5557177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -5557182.500000 Penalty: 5109.089844
	Iteration 137Q: 3 clusters Score -5557182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -5557190.500000 Penalty: 5109.089844
	Iteration 138Q: 3 clusters Score -5557190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5557194.000000 Penalty: 5109.089844
	Iteration 139Q: 3 clusters Score -5557194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5557194.000000 Penalty: 5109.089844
	Iteration 140F: 3 clusters Score -5557194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -5557199.500000 Penalty: 5109.089844
	Iteration 141Q: 3 clusters Score -5557200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5557203.500000 Penalty: 5109.089844
	Iteration 142Q: 3 clusters Score -5557204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5557202.000000 Penalty: 5109.089844
	Iteration 143Q: 3 clusters Score -5557202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5557210.000000 Penalty: 5109.089844
	Iteration 144Q: 3 clusters Score -5557210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -5557216.500000 Penalty: 5109.089844
	Iteration 145Q: 3 clusters Score -5557216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -5557226.500000 Penalty: 5109.089844
	Iteration 146Q: 3 clusters Score -5557226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -5557225.000000 Penalty: 5109.089844
	Iteration 147Q: 3 clusters Score -5557225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -5557228.500000 Penalty: 5109.089844
	Iteration 148Q: 3 clusters Score -5557228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -5557234.500000 Penalty: 5109.089844
	Iteration 149Q: 3 clusters Score -5557234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -5557244.500000 Penalty: 5109.089844
	Iteration 150Q: 3 clusters Score -5557244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5557248.000000 Penalty: 5109.089844
	Iteration 151Q: 3 clusters Score -5557248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5557245.000000 Penalty: 5109.089844
	Iteration 152Q: 3 clusters Score -5557245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -5557246.000000 Penalty: 5109.089844
	Iteration 153Q: 3 clusters Score -5557246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -5557244.500000 Penalty: 5109.089844
	Iteration 154Q: 3 clusters Score -5557244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -5557249.000000 Penalty: 5109.089844
	Iteration 155Q: 3 clusters Score -5557249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -5557251.500000 Penalty: 5109.089844
	Iteration 156Q: 3 clusters Score -5557252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5557248.000000 Penalty: 5109.089844
	Iteration 157Q: 3 clusters Score -5557248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -5557253.500000 Penalty: 5109.089844
	Iteration 158Q: 3 clusters Score -5557254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -5557259.500000 Penalty: 5109.089844
	Iteration 159Q: 3 clusters Score -5557260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -5557265.000000 Penalty: 5109.089844
	Iteration 160F: 3 clusters Score -5557265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -218298.421875 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -218298.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -216292.562500 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -216292.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -216632.609375 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -216632.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -216738.015625 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -216738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -216837.765625 Penalty: 3478.902100
	Iteration 3Q: 3 clusters Score -216837.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -216886.437500 Penalty: 3478.902100
	Iteration 4Q: 3 clusters Score -216886.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -216921.468750 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -216921.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -216960.562500 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -216960.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -216996.671875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -216996.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -217019.546875 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -217019.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -217037.109375 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -217037.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -217065.484375 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -217065.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -217096.906250 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -217096.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -217129.015625 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -217129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -217167.843750 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -217167.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -217221.734375 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -217221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -217264.984375 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -217265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -217303.062500 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -217303.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -217332.421875 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -217332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -217359.109375 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -217359.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -217388.109375 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -217388.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -217415.312500 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -217415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -217431.375000 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -217431.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -217454.937500 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -217454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -217465.812500 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -217465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -217476.046875 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -217476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -217479.140625 Penalty: 3478.902100
	Iteration 25Q: 3 clusters Score -217479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -217479.140625 Penalty: 3478.902100
	Iteration 26F: 3 clusters Score -217479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -1499267.375000 Penalty: 2227.207520
	Iteration 0F: 2 clusters Score -1499267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1492905.750000 Penalty: 4454.415039
	Iteration 0F: 3 clusters Score -1492906 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1494512.250000 Penalty: 4454.415039
	Iteration 1F: 3 clusters Score -1494512 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1494734.125000 Penalty: 4454.415039
	Iteration 2F: 3 clusters Score -1494734 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1494876.750000 Penalty: 4454.415039
	Iteration 3Q: 3 clusters Score -1494877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1494982.875000 Penalty: 4454.415039
	Iteration 4Q: 3 clusters Score -1494983 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1495053.500000 Penalty: 4454.415039
	Iteration 5Q: 3 clusters Score -1495054 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1495114.000000 Penalty: 4454.415039
	Iteration 6Q: 3 clusters Score -1495114 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1495161.625000 Penalty: 4454.415039
	Iteration 7Q: 3 clusters Score -1495162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1495210.500000 Penalty: 4454.415039
	Iteration 8Q: 3 clusters Score -1495210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1495259.625000 Penalty: 4454.415039
	Iteration 9Q: 3 clusters Score -1495260 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1495324.250000 Penalty: 4454.415039
	Iteration 10Q: 3 clusters Score -1495324 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1495395.375000 Penalty: 4454.415039
	Iteration 11Q: 3 clusters Score -1495395 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1495483.750000 Penalty: 4454.415039
	Iteration 12Q: 3 clusters Score -1495484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1495589.375000 Penalty: 4454.415039
	Iteration 13Q: 3 clusters Score -1495589 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1495707.750000 Penalty: 4454.415039
	Iteration 14Q: 3 clusters Score -1495708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1495840.125000 Penalty: 4454.415039
	Iteration 15Q: 3 clusters Score -1495840 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1495984.750000 Penalty: 4454.415039
	Iteration 16Q: 3 clusters Score -1495985 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1496158.875000 Penalty: 4454.415039
	Iteration 17Q: 3 clusters Score -1496159 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1496339.875000 Penalty: 4454.415039
	Iteration 18Q: 3 clusters Score -1496340 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1496552.250000 Penalty: 4454.415039
	Iteration 19Q: 3 clusters Score -1496552 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1496741.250000 Penalty: 4454.415039
	Iteration 20F: 3 clusters Score -1496741 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1496895.375000 Penalty: 4454.415039
	Iteration 21Q: 3 clusters Score -1496895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1497012.500000 Penalty: 4454.415039
	Iteration 22Q: 3 clusters Score -1497012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1497094.000000 Penalty: 4454.415039
	Iteration 23Q: 3 clusters Score -1497094 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1497151.125000 Penalty: 4454.415039
	Iteration 24Q: 3 clusters Score -1497151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1497183.250000 Penalty: 4454.415039
	Iteration 25Q: 3 clusters Score -1497183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1497210.250000 Penalty: 4454.415039
	Iteration 26Q: 3 clusters Score -1497210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1497229.875000 Penalty: 4454.415039
	Iteration 27Q: 3 clusters Score -1497230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1497238.875000 Penalty: 4454.415039
	Iteration 28Q: 3 clusters Score -1497239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1497253.375000 Penalty: 4454.415039
	Iteration 29Q: 3 clusters Score -1497253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1497266.750000 Penalty: 4454.415039
	Iteration 30Q: 3 clusters Score -1497267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1497265.625000 Penalty: 4454.415039
	Iteration 31Q: 3 clusters Score -1497266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1497272.625000 Penalty: 4454.415039
	Iteration 32Q: 3 clusters Score -1497273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1497273.625000 Penalty: 4454.415039
	Iteration 33Q: 3 clusters Score -1497274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1497275.250000 Penalty: 4454.415039
	Iteration 34Q: 3 clusters Score -1497275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1497278.375000 Penalty: 4454.415039
	Iteration 35Q: 3 clusters Score -1497278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1497280.625000 Penalty: 4454.415039
	Iteration 36Q: 3 clusters Score -1497281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1497283.000000 Penalty: 4454.415039
	Iteration 37Q: 3 clusters Score -1497283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1497286.125000 Penalty: 4454.415039
	Iteration 38Q: 3 clusters Score -1497286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1497285.250000 Penalty: 4454.415039
	Iteration 39Q: 3 clusters Score -1497285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1497286.750000 Penalty: 4454.415039
	Iteration 40F: 3 clusters Score -1497287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1497286.375000 Penalty: 4454.415039
	Iteration 41Q: 3 clusters Score -1497286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1497286.375000 Penalty: 4454.415039
	Iteration 42F: 3 clusters Score -1497286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (26009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Entering Unmasked Estep 
Score: -5047528.000000 Penalty: 2521.217041
	Iteration 0F: 2 clusters Score -5047528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5029939.500000 Penalty: 5042.434082
	Iteration 0F: 3 clusters Score -5029940 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -5036134.000000 Penalty: 5042.434082
	Iteration 1F: 3 clusters Score -5036134 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5036583.500000 Penalty: 5042.434082
	Iteration 2F: 3 clusters Score -5036584 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5036915.000000 Penalty: 5042.434082
	Iteration 3Q: 3 clusters Score -5036915 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -5037177.000000 Penalty: 5042.434082
	Iteration 4Q: 3 clusters Score -5037177 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5037387.000000 Penalty: 5042.434082
	Iteration 5Q: 3 clusters Score -5037387 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -5037598.500000 Penalty: 5042.434082
	Iteration 6Q: 3 clusters Score -5037598 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5037798.000000 Penalty: 5042.434082
	Iteration 7Q: 3 clusters Score -5037798 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -5037960.500000 Penalty: 5042.434082
	Iteration 8Q: 3 clusters Score -5037960 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -5038173.000000 Penalty: 5042.434082
	Iteration 9Q: 3 clusters Score -5038173 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5038457.500000 Penalty: 5042.434082
	Iteration 10Q: 3 clusters Score -5038458 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5038779.500000 Penalty: 5042.434082
	Iteration 11Q: 3 clusters Score -5038780 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5039260.500000 Penalty: 5042.434082
	Iteration 12Q: 3 clusters Score -5039260 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5039872.000000 Penalty: 5042.434082
	Iteration 13Q: 3 clusters Score -5039872 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5040516.000000 Penalty: 5042.434082
	Iteration 14Q: 3 clusters Score -5040516 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5041073.500000 Penalty: 5042.434082
	Iteration 15Q: 3 clusters Score -5041074 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -5041424.000000 Penalty: 5042.434082
	Iteration 16Q: 3 clusters Score -5041424 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5041673.500000 Penalty: 5042.434082
	Iteration 17Q: 3 clusters Score -5041674 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5041822.500000 Penalty: 5042.434082
	Iteration 18Q: 3 clusters Score -5041822 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -5041951.000000 Penalty: 5042.434082
	Iteration 19Q: 3 clusters Score -5041951 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -5042074.000000 Penalty: 5042.434082
	Iteration 20F: 3 clusters Score -5042074 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5042221.000000 Penalty: 5042.434082
	Iteration 21Q: 3 clusters Score -5042221 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5042378.500000 Penalty: 5042.434082
	Iteration 22Q: 3 clusters Score -5042378 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5042550.000000 Penalty: 5042.434082
	Iteration 23Q: 3 clusters Score -5042550 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -5042755.500000 Penalty: 5042.434082
	Iteration 24Q: 3 clusters Score -5042756 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -5043002.500000 Penalty: 5042.434082
	Iteration 25Q: 3 clusters Score -5043002 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -5043264.500000 Penalty: 5042.434082
	Iteration 26Q: 3 clusters Score -5043264 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5043493.000000 Penalty: 5042.434082
	Iteration 27Q: 3 clusters Score -5043493 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -5043679.500000 Penalty: 5042.434082
	Iteration 28Q: 3 clusters Score -5043680 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -5043860.000000 Penalty: 5042.434082
	Iteration 29Q: 3 clusters Score -5043860 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5044006.000000 Penalty: 5042.434082
	Iteration 30Q: 3 clusters Score -5044006 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5044094.500000 Penalty: 5042.434082
	Iteration 31Q: 3 clusters Score -5044094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -5044165.000000 Penalty: 5042.434082
	Iteration 32Q: 3 clusters Score -5044165 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5044215.500000 Penalty: 5042.434082
	Iteration 33Q: 3 clusters Score -5044216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -5044257.500000 Penalty: 5042.434082
	Iteration 34Q: 3 clusters Score -5044258 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -5044263.500000 Penalty: 5042.434082
	Iteration 35Q: 3 clusters Score -5044264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -5044286.500000 Penalty: 5042.434082
	Iteration 36Q: 3 clusters Score -5044286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -5044290.500000 Penalty: 5042.434082
	Iteration 37Q: 3 clusters Score -5044290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5044297.000000 Penalty: 5042.434082
	Iteration 38Q: 3 clusters Score -5044297 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -5044308.000000 Penalty: 5042.434082
	Iteration 39Q: 3 clusters Score -5044308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5044408.000000 Penalty: 5042.434082
	Iteration 40F: 3 clusters Score -5044408 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -5044468.000000 Penalty: 5042.434082
	Iteration 41Q: 3 clusters Score -5044468 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5044507.000000 Penalty: 5042.434082
	Iteration 42Q: 3 clusters Score -5044507 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5044542.000000 Penalty: 5042.434082
	Iteration 43Q: 3 clusters Score -5044542 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5044579.500000 Penalty: 5042.434082
	Iteration 44Q: 3 clusters Score -5044580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5044591.000000 Penalty: 5042.434082
	Iteration 45Q: 3 clusters Score -5044591 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -5044581.000000 Penalty: 5042.434082
	Iteration 46Q: 3 clusters Score -5044581 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -5044597.500000 Penalty: 5042.434082
	Iteration 47Q: 3 clusters Score -5044598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -5044590.000000 Penalty: 5042.434082
	Iteration 48Q: 3 clusters Score -5044590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5044590.000000 Penalty: 5042.434082
	Iteration 49Q: 3 clusters Score -5044590 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5044580.000000 Penalty: 5042.434082
	Iteration 50Q: 3 clusters Score -5044580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5044582.500000 Penalty: 5042.434082
	Iteration 51Q: 3 clusters Score -5044582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -5044583.500000 Penalty: 5042.434082
	Iteration 52Q: 3 clusters Score -5044584 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5044594.500000 Penalty: 5042.434082
	Iteration 53Q: 3 clusters Score -5044594 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5044591.000000 Penalty: 5042.434082
	Iteration 54Q: 3 clusters Score -5044591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5044580.000000 Penalty: 5042.434082
	Iteration 55Q: 3 clusters Score -5044580 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5044598.500000 Penalty: 5042.434082
	Iteration 56Q: 3 clusters Score -5044598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5044587.500000 Penalty: 5042.434082
	Iteration 57Q: 3 clusters Score -5044588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5044587.500000 Penalty: 5042.434082
	Iteration 58Q: 3 clusters Score -5044588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -5044577.000000 Penalty: 5042.434082
	Iteration 59Q: 3 clusters Score -5044577 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -5044572.000000 Penalty: 5042.434082
	Iteration 60F: 3 clusters Score -5044572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -5044592.000000 Penalty: 5042.434082
	Iteration 61Q: 3 clusters Score -5044592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5044586.500000 Penalty: 5042.434082
	Iteration 62Q: 3 clusters Score -5044586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5044575.500000 Penalty: 5042.434082
	Iteration 63Q: 3 clusters Score -5044576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -5044581.000000 Penalty: 5042.434082
	Iteration 64Q: 3 clusters Score -5044581 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5044583.000000 Penalty: 5042.434082
	Iteration 65Q: 3 clusters Score -5044583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -5044580.000000 Penalty: 5042.434082
	Iteration 66Q: 3 clusters Score -5044580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -5044581.000000 Penalty: 5042.434082
	Iteration 67Q: 3 clusters Score -5044581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -5044591.000000 Penalty: 5042.434082
	Iteration 68Q: 3 clusters Score -5044591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -5044603.000000 Penalty: 5042.434082
	Iteration 69Q: 3 clusters Score -5044603 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -5044590.000000 Penalty: 5042.434082
	Iteration 70Q: 3 clusters Score -5044590 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -5044591.000000 Penalty: 5042.434082
	Iteration 71Q: 3 clusters Score -5044591 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5044592.000000 Penalty: 5042.434082
	Iteration 72Q: 3 clusters Score -5044592 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -5044598.500000 Penalty: 5042.434082
	Iteration 73Q: 3 clusters Score -5044598 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -5044604.000000 Penalty: 5042.434082
	Iteration 74Q: 3 clusters Score -5044604 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5044624.000000 Penalty: 5042.434082
	Iteration 75Q: 3 clusters Score -5044624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -5044608.500000 Penalty: 5042.434082
	Iteration 76Q: 3 clusters Score -5044608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -5044593.500000 Penalty: 5042.434082
	Iteration 77Q: 3 clusters Score -5044594 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -5044595.000000 Penalty: 5042.434082
	Iteration 78Q: 3 clusters Score -5044595 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -5044592.000000 Penalty: 5042.434082
	Iteration 79Q: 3 clusters Score -5044592 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5044563.500000 Penalty: 5042.434082
	Iteration 80F: 3 clusters Score -5044564 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5044549.500000 Penalty: 5042.434082
	Iteration 81Q: 3 clusters Score -5044550 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5044556.500000 Penalty: 5042.434082
	Iteration 82Q: 3 clusters Score -5044556 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -5044542.500000 Penalty: 5042.434082
	Iteration 83Q: 3 clusters Score -5044542 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5044533.500000 Penalty: 5042.434082
	Iteration 84Q: 3 clusters Score -5044534 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -5044505.000000 Penalty: 5042.434082
	Iteration 85Q: 3 clusters Score -5044505 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -5044525.500000 Penalty: 5042.434082
	Iteration 86Q: 3 clusters Score -5044526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -5044512.000000 Penalty: 5042.434082
	Iteration 87Q: 3 clusters Score -5044512 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -5044500.000000 Penalty: 5042.434082
	Iteration 88Q: 3 clusters Score -5044500 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -5044499.000000 Penalty: 5042.434082
	Iteration 89Q: 3 clusters Score -5044499 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5044465.500000 Penalty: 5042.434082
	Iteration 90Q: 3 clusters Score -5044466 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -5044471.500000 Penalty: 5042.434082
	Iteration 91Q: 3 clusters Score -5044472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -5044452.500000 Penalty: 5042.434082
	Iteration 92Q: 3 clusters Score -5044452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -5044441.500000 Penalty: 5042.434082
	Iteration 93Q: 3 clusters Score -5044442 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -5044404.500000 Penalty: 5042.434082
	Iteration 94Q: 3 clusters Score -5044404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -5044408.000000 Penalty: 5042.434082
	Iteration 95Q: 3 clusters Score -5044408 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5044413.000000 Penalty: 5042.434082
	Iteration 96Q: 3 clusters Score -5044413 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5044413.500000 Penalty: 5042.434082
	Iteration 97Q: 3 clusters Score -5044414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5044401.000000 Penalty: 5042.434082
	Iteration 98Q: 3 clusters Score -5044401 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5044404.500000 Penalty: 5042.434082
	Iteration 99Q: 3 clusters Score -5044404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5044414.000000 Penalty: 5042.434082
	Iteration 100F: 3 clusters Score -5044414 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -5044415.000000 Penalty: 5042.434082
	Iteration 101Q: 3 clusters Score -5044415 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5044395.000000 Penalty: 5042.434082
	Iteration 102Q: 3 clusters Score -5044395 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5044414.000000 Penalty: 5042.434082
	Iteration 103Q: 3 clusters Score -5044414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -5044417.000000 Penalty: 5042.434082
	Iteration 104Q: 3 clusters Score -5044417 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5044414.000000 Penalty: 5042.434082
	Iteration 105Q: 3 clusters Score -5044414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5044407.500000 Penalty: 5042.434082
	Iteration 106Q: 3 clusters Score -5044408 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -5044414.500000 Penalty: 5042.434082
	Iteration 107Q: 3 clusters Score -5044414 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5044419.500000 Penalty: 5042.434082
	Iteration 108Q: 3 clusters Score -5044420 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5044454.500000 Penalty: 5042.434082
	Iteration 109Q: 3 clusters Score -5044454 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5044461.000000 Penalty: 5042.434082
	Iteration 110Q: 3 clusters Score -5044461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5044472.500000 Penalty: 5042.434082
	Iteration 111Q: 3 clusters Score -5044472 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -5044472.500000 Penalty: 5042.434082
	Iteration 112Q: 3 clusters Score -5044472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5044521.500000 Penalty: 5042.434082
	Iteration 113Q: 3 clusters Score -5044522 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5044582.500000 Penalty: 5042.434082
	Iteration 114Q: 3 clusters Score -5044582 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5044634.500000 Penalty: 5042.434082
	Iteration 115Q: 3 clusters Score -5044634 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5044673.500000 Penalty: 5042.434082
	Iteration 116Q: 3 clusters Score -5044674 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5044710.000000 Penalty: 5042.434082
	Iteration 117Q: 3 clusters Score -5044710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -5044767.000000 Penalty: 5042.434082
	Iteration 118Q: 3 clusters Score -5044767 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5044772.500000 Penalty: 5042.434082
	Iteration 119Q: 3 clusters Score -5044772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -5044818.000000 Penalty: 5042.434082
	Iteration 120F: 3 clusters Score -5044818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5044866.000000 Penalty: 5042.434082
	Iteration 121Q: 3 clusters Score -5044866 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5044906.500000 Penalty: 5042.434082
	Iteration 122Q: 3 clusters Score -5044906 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -5044958.000000 Penalty: 5042.434082
	Iteration 123Q: 3 clusters Score -5044958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5045000.000000 Penalty: 5042.434082
	Iteration 124Q: 3 clusters Score -5045000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5045048.500000 Penalty: 5042.434082
	Iteration 125Q: 3 clusters Score -5045048 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5045084.500000 Penalty: 5042.434082
	Iteration 126Q: 3 clusters Score -5045084 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5045144.500000 Penalty: 5042.434082
	Iteration 127Q: 3 clusters Score -5045144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5045184.500000 Penalty: 5042.434082
	Iteration 128Q: 3 clusters Score -5045184 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5045216.000000 Penalty: 5042.434082
	Iteration 129Q: 3 clusters Score -5045216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5045245.000000 Penalty: 5042.434082
	Iteration 130Q: 3 clusters Score -5045245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5045257.000000 Penalty: 5042.434082
	Iteration 131Q: 3 clusters Score -5045257 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5045278.000000 Penalty: 5042.434082
	Iteration 132Q: 3 clusters Score -5045278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5045301.500000 Penalty: 5042.434082
	Iteration 133Q: 3 clusters Score -5045302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5045315.500000 Penalty: 5042.434082
	Iteration 134Q: 3 clusters Score -5045316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5045338.500000 Penalty: 5042.434082
	Iteration 135Q: 3 clusters Score -5045338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5045347.500000 Penalty: 5042.434082
	Iteration 136Q: 3 clusters Score -5045348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5045361.000000 Penalty: 5042.434082
	Iteration 137Q: 3 clusters Score -5045361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5045368.500000 Penalty: 5042.434082
	Iteration 138Q: 3 clusters Score -5045368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5045368.000000 Penalty: 5042.434082
	Iteration 139Q: 3 clusters Score -5045368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5045370.000000 Penalty: 5042.434082
	Iteration 140F: 3 clusters Score -5045370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5045376.000000 Penalty: 5042.434082
	Iteration 141Q: 3 clusters Score -5045376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5045387.000000 Penalty: 5042.434082
	Iteration 142Q: 3 clusters Score -5045387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5045388.000000 Penalty: 5042.434082
	Iteration 143Q: 3 clusters Score -5045388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5045395.500000 Penalty: 5042.434082
	Iteration 144Q: 3 clusters Score -5045396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5045404.000000 Penalty: 5042.434082
	Iteration 145Q: 3 clusters Score -5045404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5045410.500000 Penalty: 5042.434082
	Iteration 146Q: 3 clusters Score -5045410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5045414.500000 Penalty: 5042.434082
	Iteration 147Q: 3 clusters Score -5045414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5045413.500000 Penalty: 5042.434082
	Iteration 148Q: 3 clusters Score -5045414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5045422.000000 Penalty: 5042.434082
	Iteration 149Q: 3 clusters Score -5045422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5045425.500000 Penalty: 5042.434082
	Iteration 150Q: 3 clusters Score -5045426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5045426.500000 Penalty: 5042.434082
	Iteration 151Q: 3 clusters Score -5045426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5045431.000000 Penalty: 5042.434082
	Iteration 152Q: 3 clusters Score -5045431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5045437.500000 Penalty: 5042.434082
	Iteration 153Q: 3 clusters Score -5045438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5045435.000000 Penalty: 5042.434082
	Iteration 154Q: 3 clusters Score -5045435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5045432.500000 Penalty: 5042.434082
	Iteration 155Q: 3 clusters Score -5045432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5045432.500000 Penalty: 5042.434082
	Iteration 156Q: 3 clusters Score -5045432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5045435.500000 Penalty: 5042.434082
	Iteration 157Q: 3 clusters Score -5045436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5045437.000000 Penalty: 5042.434082
	Iteration 158Q: 3 clusters Score -5045437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5045440.500000 Penalty: 5042.434082
	Iteration 159Q: 3 clusters Score -5045440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5045437.500000 Penalty: 5042.434082
	Iteration 160F: 3 clusters Score -5045438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5045441.500000 Penalty: 5042.434082
	Iteration 161Q: 3 clusters Score -5045442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5045442.000000 Penalty: 5042.434082
	Iteration 162Q: 3 clusters Score -5045442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5045442.000000 Penalty: 5042.434082
	Iteration 163F: 3 clusters Score -5045442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -22837.941406 Penalty: 1272.214844
	Iteration 0F: 2 clusters Score -22837.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21942.748047 Penalty: 2544.429688
	Iteration 0F: 3 clusters Score -21942.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22031.814453 Penalty: 2544.429688
	Iteration 1F: 3 clusters Score -22031.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22042.085938 Penalty: 2544.429688
	Iteration 2Q: 3 clusters Score -22042.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22058.345703 Penalty: 2544.429688
	Iteration 3Q: 3 clusters Score -22058.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22058.345703 Penalty: 2544.429688
	Iteration 4F: 3 clusters Score -22058.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (25440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Entering Unmasked Estep 
Score: -4923440.000000 Penalty: 2515.731445
	Iteration 0F: 2 clusters Score -4923440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4905997.000000 Penalty: 5031.462891
	Iteration 0F: 3 clusters Score -4905997 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4912072.000000 Penalty: 5031.462891
	Iteration 1F: 3 clusters Score -4912072 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4912427.000000 Penalty: 5031.462891
	Iteration 2Q: 3 clusters Score -4912427 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -4912681.500000 Penalty: 5031.462891
	Iteration 3Q: 3 clusters Score -4912682 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4912916.500000 Penalty: 5031.462891
	Iteration 4Q: 3 clusters Score -4912916 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4913102.000000 Penalty: 5031.462891
	Iteration 5Q: 3 clusters Score -4913102 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -4913243.500000 Penalty: 5031.462891
	Iteration 6Q: 3 clusters Score -4913244 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -4913363.000000 Penalty: 5031.462891
	Iteration 7Q: 3 clusters Score -4913363 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -4913466.500000 Penalty: 5031.462891
	Iteration 8Q: 3 clusters Score -4913466 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4913575.000000 Penalty: 5031.462891
	Iteration 9Q: 3 clusters Score -4913575 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4913686.500000 Penalty: 5031.462891
	Iteration 10Q: 3 clusters Score -4913686 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4913797.000000 Penalty: 5031.462891
	Iteration 11Q: 3 clusters Score -4913797 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4913953.500000 Penalty: 5031.462891
	Iteration 12Q: 3 clusters Score -4913954 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4914125.500000 Penalty: 5031.462891
	Iteration 13Q: 3 clusters Score -4914126 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4914351.000000 Penalty: 5031.462891
	Iteration 14Q: 3 clusters Score -4914351 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4914716.000000 Penalty: 5031.462891
	Iteration 15Q: 3 clusters Score -4914716 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -4915236.500000 Penalty: 5031.462891
	Iteration 16Q: 3 clusters Score -4915236 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4915933.000000 Penalty: 5031.462891
	Iteration 17Q: 3 clusters Score -4915933 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4916862.500000 Penalty: 5031.462891
	Iteration 18F: 3 clusters Score -4916862 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4917945.000000 Penalty: 5031.462891
	Iteration 19F: 3 clusters Score -4917945 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4918943.500000 Penalty: 5031.462891
	Iteration 20F: 3 clusters Score -4918944 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4919799.000000 Penalty: 5031.462891
	Iteration 21Q: 3 clusters Score -4919799 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4920372.000000 Penalty: 5031.462891
	Iteration 22Q: 3 clusters Score -4920372 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4920720.000000 Penalty: 5031.462891
	Iteration 23Q: 3 clusters Score -4920720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4920914.500000 Penalty: 5031.462891
	Iteration 24Q: 3 clusters Score -4920914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4921030.000000 Penalty: 5031.462891
	Iteration 25Q: 3 clusters Score -4921030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4921099.500000 Penalty: 5031.462891
	Iteration 26Q: 3 clusters Score -4921100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4921144.000000 Penalty: 5031.462891
	Iteration 27Q: 3 clusters Score -4921144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4921162.000000 Penalty: 5031.462891
	Iteration 28Q: 3 clusters Score -4921162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4921178.000000 Penalty: 5031.462891
	Iteration 29Q: 3 clusters Score -4921178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4921184.000000 Penalty: 5031.462891
	Iteration 30Q: 3 clusters Score -4921184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4921197.000000 Penalty: 5031.462891
	Iteration 31Q: 3 clusters Score -4921197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4921209.000000 Penalty: 5031.462891
	Iteration 32Q: 3 clusters Score -4921209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4921219.000000 Penalty: 5031.462891
	Iteration 33Q: 3 clusters Score -4921219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4921226.500000 Penalty: 5031.462891
	Iteration 34Q: 3 clusters Score -4921226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4921240.500000 Penalty: 5031.462891
	Iteration 35Q: 3 clusters Score -4921240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4921241.500000 Penalty: 5031.462891
	Iteration 36Q: 3 clusters Score -4921242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4921244.500000 Penalty: 5031.462891
	Iteration 37Q: 3 clusters Score -4921244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4921250.000000 Penalty: 5031.462891
	Iteration 38Q: 3 clusters Score -4921250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4921251.500000 Penalty: 5031.462891
	Iteration 39Q: 3 clusters Score -4921252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4921256.000000 Penalty: 5031.462891
	Iteration 40F: 3 clusters Score -4921256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4921251.000000 Penalty: 5031.462891
	Iteration 41Q: 3 clusters Score -4921251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4921252.000000 Penalty: 5031.462891
	Iteration 42Q: 3 clusters Score -4921252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4921251.500000 Penalty: 5031.462891
	Iteration 43Q: 3 clusters Score -4921252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4921256.500000 Penalty: 5031.462891
	Iteration 44Q: 3 clusters Score -4921256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4921259.500000 Penalty: 5031.462891
	Iteration 45Q: 3 clusters Score -4921260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4921259.500000 Penalty: 5031.462891
	Iteration 46Q: 3 clusters Score -4921260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4921266.000000 Penalty: 5031.462891
	Iteration 47Q: 3 clusters Score -4921266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4921268.500000 Penalty: 5031.462891
	Iteration 48Q: 3 clusters Score -4921268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4921270.000000 Penalty: 5031.462891
	Iteration 49Q: 3 clusters Score -4921270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4921271.000000 Penalty: 5031.462891
	Iteration 50Q: 3 clusters Score -4921271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4921273.000000 Penalty: 5031.462891
	Iteration 51Q: 3 clusters Score -4921273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4921269.000000 Penalty: 5031.462891
	Iteration 52Q: 3 clusters Score -4921269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4921271.000000 Penalty: 5031.462891
	Iteration 53Q: 3 clusters Score -4921271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4921277.500000 Penalty: 5031.462891
	Iteration 54Q: 3 clusters Score -4921278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4921282.500000 Penalty: 5031.462891
	Iteration 55Q: 3 clusters Score -4921282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4921282.000000 Penalty: 5031.462891
	Iteration 56Q: 3 clusters Score -4921282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4921289.500000 Penalty: 5031.462891
	Iteration 57Q: 3 clusters Score -4921290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4921293.500000 Penalty: 5031.462891
	Iteration 58Q: 3 clusters Score -4921294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4921301.000000 Penalty: 5031.462891
	Iteration 59Q: 3 clusters Score -4921301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4921302.000000 Penalty: 5031.462891
	Iteration 60F: 3 clusters Score -4921302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4921303.000000 Penalty: 5031.462891
	Iteration 61Q: 3 clusters Score -4921303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4921307.000000 Penalty: 5031.462891
	Iteration 62Q: 3 clusters Score -4921307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4921307.000000 Penalty: 5031.462891
	Iteration 63Q: 3 clusters Score -4921307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4921309.500000 Penalty: 5031.462891
	Iteration 64Q: 3 clusters Score -4921310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4921309.500000 Penalty: 5031.462891
	Iteration 65F: 3 clusters Score -4921310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Entering Unmasked Estep 
Score: -182698.718750 Penalty: 1719.005005
	Iteration 0F: 2 clusters Score -182698.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -180754.578125 Penalty: 3438.010010
	Iteration 0F: 3 clusters Score -180754.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -181084.890625 Penalty: 3438.010010
	Iteration 1F: 3 clusters Score -181084.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -181194.468750 Penalty: 3438.010010
	Iteration 2F: 3 clusters Score -181194.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181268.125000 Penalty: 3438.010010
	Iteration 3Q: 3 clusters Score -181268.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181323.921875 Penalty: 3438.010010
	Iteration 4Q: 3 clusters Score -181323.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -181398.234375 Penalty: 3438.010010
	Iteration 5Q: 3 clusters Score -181398.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -181451.250000 Penalty: 3438.010010
	Iteration 6Q: 3 clusters Score -181451.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -181498.890625 Penalty: 3438.010010
	Iteration 7Q: 3 clusters Score -181498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -181532.140625 Penalty: 3438.010010
	Iteration 8Q: 3 clusters Score -181532.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181588.968750 Penalty: 3438.010010
	Iteration 9Q: 3 clusters Score -181589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181646.875000 Penalty: 3438.010010
	Iteration 10Q: 3 clusters Score -181646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -181706.140625 Penalty: 3438.010010
	Iteration 11Q: 3 clusters Score -181706.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -181754.890625 Penalty: 3438.010010
	Iteration 12Q: 3 clusters Score -181754.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -181790.562500 Penalty: 3438.010010
	Iteration 13Q: 3 clusters Score -181790.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -181835.125000 Penalty: 3438.010010
	Iteration 14Q: 3 clusters Score -181835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -181896.703125 Penalty: 3438.010010
	Iteration 15Q: 3 clusters Score -181896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -181972.406250 Penalty: 3438.010010
	Iteration 16Q: 3 clusters Score -181972.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182114.250000 Penalty: 3438.010010
	Iteration 17Q: 3 clusters Score -182114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182381.328125 Penalty: 3438.010010
	Iteration 18Q: 3 clusters Score -182381.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -182603.031250 Penalty: 3438.010010
	Iteration 19Q: 3 clusters Score -182603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -182725.718750 Penalty: 3438.010010
	Iteration 20F: 3 clusters Score -182725.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -182808.375000 Penalty: 3438.010010
	Iteration 21Q: 3 clusters Score -182808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182821.546875 Penalty: 3438.010010
	Iteration 22Q: 3 clusters Score -182821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -182829.250000 Penalty: 3438.010010
	Iteration 23Q: 3 clusters Score -182829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -182832.828125 Penalty: 3438.010010
	Iteration 24Q: 3 clusters Score -182832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -182838.218750 Penalty: 3438.010010
	Iteration 25Q: 3 clusters Score -182838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -182845.234375 Penalty: 3438.010010
	Iteration 26Q: 3 clusters Score -182845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -182845.234375 Penalty: 3438.010010
	Iteration 27F: 3 clusters Score -182845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29017 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 8299 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14152 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 21672 members 
Mstep: Class 15 contains 17258 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27647 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27324 members 
Mstep: Class 22 contains 34399 members 
Mstep: Class 23 contains 26607 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37432 members 
Mstep: Class 26 contains 27331 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17093 members 
Mstep: Class 29 contains 19701 members 
Mstep: Class 30 contains 19640 members 
Mstep: Class 31 contains 31241 members 
Mstep: Class 32 contains 28965 members 
Mstep: Class 33 contains 28552 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29750 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26009 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25440 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 19518 members 
Mstep: Class 43 contains 25051 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 27071 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18028 members 
Mstep: Class 52 contains 18748 members 
Mstep: Class 53 contains 25045 members 
Mstep: Class 54 contains 19019 members 
Mstep: Class 55 contains 19802 members 
Mstep: Class 56 contains 551 members 
Entering Unmasked Estep 
Score: -177483056.000000 Penalty: 190777.390625
Splitting cluster 41 changes total score from -177484816.000000 to -177483056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (19518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Entering Unmasked Estep 
Score: -4023146.000000 Penalty: 2450.014893
	Iteration 0F: 2 clusters Score -4023146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4010832.250000 Penalty: 4900.029785
	Iteration 0F: 3 clusters Score -4010832 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4015496.250000 Penalty: 4900.029785
	Iteration 1F: 3 clusters Score -4015496 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -4015807.750000 Penalty: 4900.029785
	Iteration 2F: 3 clusters Score -4015808 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4016061.250000 Penalty: 4900.029785
	Iteration 3Q: 3 clusters Score -4016061 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4016240.250000 Penalty: 4900.029785
	Iteration 4Q: 3 clusters Score -4016240 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4016385.250000 Penalty: 4900.029785
	Iteration 5Q: 3 clusters Score -4016385 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4016532.000000 Penalty: 4900.029785
	Iteration 6Q: 3 clusters Score -4016532 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4016713.500000 Penalty: 4900.029785
	Iteration 7Q: 3 clusters Score -4016714 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -4016871.000000 Penalty: 4900.029785
	Iteration 8Q: 3 clusters Score -4016871 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4017093.750000 Penalty: 4900.029785
	Iteration 9Q: 3 clusters Score -4017094 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -4017425.500000 Penalty: 4900.029785
	Iteration 10Q: 3 clusters Score -4017426 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -4017827.500000 Penalty: 4900.029785
	Iteration 11Q: 3 clusters Score -4017828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -4018423.750000 Penalty: 4900.029785
	Iteration 12Q: 3 clusters Score -4018424 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4019120.250000 Penalty: 4900.029785
	Iteration 13F: 3 clusters Score -4019120 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4019905.500000 Penalty: 4900.029785
	Iteration 14F: 3 clusters Score -4019906 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4020552.500000 Penalty: 4900.029785
	Iteration 15Q: 3 clusters Score -4020552 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -4021049.000000 Penalty: 4900.029785
	Iteration 16Q: 3 clusters Score -4021049 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4021442.750000 Penalty: 4900.029785
	Iteration 17Q: 3 clusters Score -4021443 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4021721.000000 Penalty: 4900.029785
	Iteration 18Q: 3 clusters Score -4021721 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4021883.000000 Penalty: 4900.029785
	Iteration 19Q: 3 clusters Score -4021883 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4021989.500000 Penalty: 4900.029785
	Iteration 20F: 3 clusters Score -4021990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -4022074.500000 Penalty: 4900.029785
	Iteration 21Q: 3 clusters Score -4022074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -4022116.000000 Penalty: 4900.029785
	Iteration 22Q: 3 clusters Score -4022116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -4022125.500000 Penalty: 4900.029785
	Iteration 23Q: 3 clusters Score -4022126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4022103.750000 Penalty: 4900.029785
	Iteration 24Q: 3 clusters Score -4022104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -4022077.250000 Penalty: 4900.029785
	Iteration 25Q: 3 clusters Score -4022077 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4022091.250000 Penalty: 4900.029785
	Iteration 26Q: 3 clusters Score -4022091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4022104.250000 Penalty: 4900.029785
	Iteration 27Q: 3 clusters Score -4022104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -4022096.750000 Penalty: 4900.029785
	Iteration 28Q: 3 clusters Score -4022097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4022092.250000 Penalty: 4900.029785
	Iteration 29Q: 3 clusters Score -4022092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -4022060.750000 Penalty: 4900.029785
	Iteration 30Q: 3 clusters Score -4022061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4022059.750000 Penalty: 4900.029785
	Iteration 31Q: 3 clusters Score -4022060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4022081.750000 Penalty: 4900.029785
	Iteration 32Q: 3 clusters Score -4022082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4022078.750000 Penalty: 4900.029785
	Iteration 33Q: 3 clusters Score -4022079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4022077.500000 Penalty: 4900.029785
	Iteration 34Q: 3 clusters Score -4022078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -4022060.000000 Penalty: 4900.029785
	Iteration 35Q: 3 clusters Score -4022060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4022059.250000 Penalty: 4900.029785
	Iteration 36Q: 3 clusters Score -4022059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4022044.000000 Penalty: 4900.029785
	Iteration 37Q: 3 clusters Score -4022044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4022062.000000 Penalty: 4900.029785
	Iteration 38Q: 3 clusters Score -4022062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -4022060.250000 Penalty: 4900.029785
	Iteration 39Q: 3 clusters Score -4022060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -4022061.500000 Penalty: 4900.029785
	Iteration 40F: 3 clusters Score -4022062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4022042.500000 Penalty: 4900.029785
	Iteration 41Q: 3 clusters Score -4022042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -4022053.250000 Penalty: 4900.029785
	Iteration 42Q: 3 clusters Score -4022053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4022043.250000 Penalty: 4900.029785
	Iteration 43Q: 3 clusters Score -4022043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -4022037.250000 Penalty: 4900.029785
	Iteration 44Q: 3 clusters Score -4022037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4022026.000000 Penalty: 4900.029785
	Iteration 45Q: 3 clusters Score -4022026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4022023.250000 Penalty: 4900.029785
	Iteration 46Q: 3 clusters Score -4022023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4022019.500000 Penalty: 4900.029785
	Iteration 47Q: 3 clusters Score -4022020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4022024.750000 Penalty: 4900.029785
	Iteration 48Q: 3 clusters Score -4022025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4022028.000000 Penalty: 4900.029785
	Iteration 49Q: 3 clusters Score -4022028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4022033.250000 Penalty: 4900.029785
	Iteration 50Q: 3 clusters Score -4022033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -4022028.500000 Penalty: 4900.029785
	Iteration 51Q: 3 clusters Score -4022028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -4022024.250000 Penalty: 4900.029785
	Iteration 52Q: 3 clusters Score -4022024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4022029.250000 Penalty: 4900.029785
	Iteration 53Q: 3 clusters Score -4022029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4022026.250000 Penalty: 4900.029785
	Iteration 54Q: 3 clusters Score -4022026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4022020.500000 Penalty: 4900.029785
	Iteration 55Q: 3 clusters Score -4022020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4022026.750000 Penalty: 4900.029785
	Iteration 56Q: 3 clusters Score -4022027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4022023.750000 Penalty: 4900.029785
	Iteration 57Q: 3 clusters Score -4022024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4022023.750000 Penalty: 4900.029785
	Iteration 58F: 3 clusters Score -4022024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Entering Unmasked Estep 
Score: -5119023.500000 Penalty: 2511.909912
	Iteration 0F: 2 clusters Score -5119024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -5103635.500000 Penalty: 5023.819824
	Iteration 0F: 3 clusters Score -5103636 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5109709.500000 Penalty: 5023.819824
	Iteration 1F: 3 clusters Score -5109710 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -5110012.500000 Penalty: 5023.819824
	Iteration 2Q: 3 clusters Score -5110012 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5110266.500000 Penalty: 5023.819824
	Iteration 3Q: 3 clusters Score -5110266 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -5110426.500000 Penalty: 5023.819824
	Iteration 4Q: 3 clusters Score -5110426 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5110582.500000 Penalty: 5023.819824
	Iteration 5Q: 3 clusters Score -5110582 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -5110732.500000 Penalty: 5023.819824
	Iteration 6Q: 3 clusters Score -5110732 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -5110906.000000 Penalty: 5023.819824
	Iteration 7Q: 3 clusters Score -5110906 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -5111164.500000 Penalty: 5023.819824
	Iteration 8Q: 3 clusters Score -5111164 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -5111464.000000 Penalty: 5023.819824
	Iteration 9Q: 3 clusters Score -5111464 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -5111835.000000 Penalty: 5023.819824
	Iteration 10Q: 3 clusters Score -5111835 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -5112285.000000 Penalty: 5023.819824
	Iteration 11Q: 3 clusters Score -5112285 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -5112926.500000 Penalty: 5023.819824
	Iteration 12Q: 3 clusters Score -5112926 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -5113752.500000 Penalty: 5023.819824
	Iteration 13F: 3 clusters Score -5113752 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -5114832.000000 Penalty: 5023.819824
	Iteration 14F: 3 clusters Score -5114832 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5115887.000000 Penalty: 5023.819824
	Iteration 15F: 3 clusters Score -5115887 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -5116654.500000 Penalty: 5023.819824
	Iteration 16F: 3 clusters Score -5116654 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -5117134.000000 Penalty: 5023.819824
	Iteration 17Q: 3 clusters Score -5117134 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -5117452.500000 Penalty: 5023.819824
	Iteration 18Q: 3 clusters Score -5117452 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5117718.500000 Penalty: 5023.819824
	Iteration 19Q: 3 clusters Score -5117718 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5117962.500000 Penalty: 5023.819824
	Iteration 20F: 3 clusters Score -5117962 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5118181.000000 Penalty: 5023.819824
	Iteration 21Q: 3 clusters Score -5118181 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5118308.000000 Penalty: 5023.819824
	Iteration 22Q: 3 clusters Score -5118308 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -5118427.000000 Penalty: 5023.819824
	Iteration 23Q: 3 clusters Score -5118427 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -5118504.000000 Penalty: 5023.819824
	Iteration 24Q: 3 clusters Score -5118504 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5118551.500000 Penalty: 5023.819824
	Iteration 25Q: 3 clusters Score -5118552 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -5118563.000000 Penalty: 5023.819824
	Iteration 26Q: 3 clusters Score -5118563 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5118585.500000 Penalty: 5023.819824
	Iteration 27Q: 3 clusters Score -5118586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -5118600.500000 Penalty: 5023.819824
	Iteration 28Q: 3 clusters Score -5118600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -5118600.000000 Penalty: 5023.819824
	Iteration 29Q: 3 clusters Score -5118600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -5118594.000000 Penalty: 5023.819824
	Iteration 30Q: 3 clusters Score -5118594 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -5118589.500000 Penalty: 5023.819824
	Iteration 31Q: 3 clusters Score -5118590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -5118570.000000 Penalty: 5023.819824
	Iteration 32Q: 3 clusters Score -5118570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -5118560.000000 Penalty: 5023.819824
	Iteration 33Q: 3 clusters Score -5118560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -5118552.500000 Penalty: 5023.819824
	Iteration 34Q: 3 clusters Score -5118552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -5118533.500000 Penalty: 5023.819824
	Iteration 35Q: 3 clusters Score -5118534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -5118520.000000 Penalty: 5023.819824
	Iteration 36Q: 3 clusters Score -5118520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5118510.000000 Penalty: 5023.819824
	Iteration 37Q: 3 clusters Score -5118510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5118493.500000 Penalty: 5023.819824
	Iteration 38Q: 3 clusters Score -5118494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5118476.500000 Penalty: 5023.819824
	Iteration 39Q: 3 clusters Score -5118476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -5118463.000000 Penalty: 5023.819824
	Iteration 40F: 3 clusters Score -5118463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -5118459.000000 Penalty: 5023.819824
	Iteration 41Q: 3 clusters Score -5118459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -5118453.000000 Penalty: 5023.819824
	Iteration 42Q: 3 clusters Score -5118453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5118444.000000 Penalty: 5023.819824
	Iteration 43Q: 3 clusters Score -5118444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -5118435.500000 Penalty: 5023.819824
	Iteration 44Q: 3 clusters Score -5118436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5118437.500000 Penalty: 5023.819824
	Iteration 45Q: 3 clusters Score -5118438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -5118443.000000 Penalty: 5023.819824
	Iteration 46Q: 3 clusters Score -5118443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -5118437.500000 Penalty: 5023.819824
	Iteration 47Q: 3 clusters Score -5118438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5118428.500000 Penalty: 5023.819824
	Iteration 48Q: 3 clusters Score -5118428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5118422.500000 Penalty: 5023.819824
	Iteration 49Q: 3 clusters Score -5118422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -5118420.500000 Penalty: 5023.819824
	Iteration 50Q: 3 clusters Score -5118420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -5118427.000000 Penalty: 5023.819824
	Iteration 51Q: 3 clusters Score -5118427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5118424.000000 Penalty: 5023.819824
	Iteration 52Q: 3 clusters Score -5118424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5118420.000000 Penalty: 5023.819824
	Iteration 53Q: 3 clusters Score -5118420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5118406.500000 Penalty: 5023.819824
	Iteration 54Q: 3 clusters Score -5118406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5118394.500000 Penalty: 5023.819824
	Iteration 55Q: 3 clusters Score -5118394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -5118405.500000 Penalty: 5023.819824
	Iteration 56Q: 3 clusters Score -5118406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -5118392.000000 Penalty: 5023.819824
	Iteration 57Q: 3 clusters Score -5118392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5118394.000000 Penalty: 5023.819824
	Iteration 58Q: 3 clusters Score -5118394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -5118391.500000 Penalty: 5023.819824
	Iteration 59Q: 3 clusters Score -5118392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5118385.500000 Penalty: 5023.819824
	Iteration 60F: 3 clusters Score -5118386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -5118380.500000 Penalty: 5023.819824
	Iteration 61Q: 3 clusters Score -5118380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -5118377.500000 Penalty: 5023.819824
	Iteration 62Q: 3 clusters Score -5118378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -5118365.000000 Penalty: 5023.819824
	Iteration 63Q: 3 clusters Score -5118365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5118366.000000 Penalty: 5023.819824
	Iteration 64Q: 3 clusters Score -5118366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -5118372.500000 Penalty: 5023.819824
	Iteration 65Q: 3 clusters Score -5118372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -5118372.500000 Penalty: 5023.819824
	Iteration 66Q: 3 clusters Score -5118372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5118367.500000 Penalty: 5023.819824
	Iteration 67Q: 3 clusters Score -5118368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -5118366.500000 Penalty: 5023.819824
	Iteration 68Q: 3 clusters Score -5118366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -5118361.500000 Penalty: 5023.819824
	Iteration 69Q: 3 clusters Score -5118362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -5118354.500000 Penalty: 5023.819824
	Iteration 70Q: 3 clusters Score -5118354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -5118357.500000 Penalty: 5023.819824
	Iteration 71Q: 3 clusters Score -5118358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5118367.500000 Penalty: 5023.819824
	Iteration 72Q: 3 clusters Score -5118368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5118353.000000 Penalty: 5023.819824
	Iteration 73Q: 3 clusters Score -5118353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -5118347.000000 Penalty: 5023.819824
	Iteration 74Q: 3 clusters Score -5118347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -5118349.500000 Penalty: 5023.819824
	Iteration 75Q: 3 clusters Score -5118350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -5118347.000000 Penalty: 5023.819824
	Iteration 76Q: 3 clusters Score -5118347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -5118346.000000 Penalty: 5023.819824
	Iteration 77Q: 3 clusters Score -5118346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5118346.500000 Penalty: 5023.819824
	Iteration 78Q: 3 clusters Score -5118346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5118341.500000 Penalty: 5023.819824
	Iteration 79Q: 3 clusters Score -5118342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5118345.000000 Penalty: 5023.819824
	Iteration 80F: 3 clusters Score -5118345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -5118342.500000 Penalty: 5023.819824
	Iteration 81Q: 3 clusters Score -5118342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -5118339.000000 Penalty: 5023.819824
	Iteration 82Q: 3 clusters Score -5118339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -5118342.500000 Penalty: 5023.819824
	Iteration 83Q: 3 clusters Score -5118342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5118343.500000 Penalty: 5023.819824
	Iteration 84Q: 3 clusters Score -5118344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -5118340.500000 Penalty: 5023.819824
	Iteration 85Q: 3 clusters Score -5118340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5118341.000000 Penalty: 5023.819824
	Iteration 86Q: 3 clusters Score -5118341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -5118337.500000 Penalty: 5023.819824
	Iteration 87Q: 3 clusters Score -5118338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -5118329.000000 Penalty: 5023.819824
	Iteration 88Q: 3 clusters Score -5118329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5118330.000000 Penalty: 5023.819824
	Iteration 89Q: 3 clusters Score -5118330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -5118330.000000 Penalty: 5023.819824
	Iteration 90F: 3 clusters Score -5118330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Entering Unmasked Estep 
Score: -3958986.750000 Penalty: 2446.276611
	Iteration 0F: 2 clusters Score -3958987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3946950.500000 Penalty: 4892.553223
	Iteration 0F: 3 clusters Score -3946950 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -3951480.750000 Penalty: 4892.553223
	Iteration 1F: 3 clusters Score -3951481 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3951820.000000 Penalty: 4892.553223
	Iteration 2F: 3 clusters Score -3951820 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -3952066.750000 Penalty: 4892.553223
	Iteration 3Q: 3 clusters Score -3952067 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3952299.250000 Penalty: 4892.553223
	Iteration 4Q: 3 clusters Score -3952299 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3952489.000000 Penalty: 4892.553223
	Iteration 5Q: 3 clusters Score -3952489 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3952690.500000 Penalty: 4892.553223
	Iteration 6Q: 3 clusters Score -3952690 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -3952880.500000 Penalty: 4892.553223
	Iteration 7Q: 3 clusters Score -3952880 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3953020.250000 Penalty: 4892.553223
	Iteration 8Q: 3 clusters Score -3953020 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -3953151.750000 Penalty: 4892.553223
	Iteration 9Q: 3 clusters Score -3953152 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3953324.500000 Penalty: 4892.553223
	Iteration 10Q: 3 clusters Score -3953324 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -3953518.250000 Penalty: 4892.553223
	Iteration 11Q: 3 clusters Score -3953518 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3953803.500000 Penalty: 4892.553223
	Iteration 12Q: 3 clusters Score -3953804 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3954201.750000 Penalty: 4892.553223
	Iteration 13Q: 3 clusters Score -3954202 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3954674.500000 Penalty: 4892.553223
	Iteration 14Q: 3 clusters Score -3954674 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3955221.500000 Penalty: 4892.553223
	Iteration 15Q: 3 clusters Score -3955222 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3955712.750000 Penalty: 4892.553223
	Iteration 16Q: 3 clusters Score -3955713 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3956065.250000 Penalty: 4892.553223
	Iteration 17Q: 3 clusters Score -3956065 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3956323.000000 Penalty: 4892.553223
	Iteration 18Q: 3 clusters Score -3956323 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3956462.000000 Penalty: 4892.553223
	Iteration 19Q: 3 clusters Score -3956462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3956558.500000 Penalty: 4892.553223
	Iteration 20F: 3 clusters Score -3956558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3956637.500000 Penalty: 4892.553223
	Iteration 21Q: 3 clusters Score -3956638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3956685.500000 Penalty: 4892.553223
	Iteration 22Q: 3 clusters Score -3956686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3956732.750000 Penalty: 4892.553223
	Iteration 23Q: 3 clusters Score -3956733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3956755.500000 Penalty: 4892.553223
	Iteration 24Q: 3 clusters Score -3956756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3956766.750000 Penalty: 4892.553223
	Iteration 25Q: 3 clusters Score -3956767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3956784.500000 Penalty: 4892.553223
	Iteration 26Q: 3 clusters Score -3956784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3956801.000000 Penalty: 4892.553223
	Iteration 27Q: 3 clusters Score -3956801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3956820.500000 Penalty: 4892.553223
	Iteration 28Q: 3 clusters Score -3956820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3956838.750000 Penalty: 4892.553223
	Iteration 29Q: 3 clusters Score -3956839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3956839.750000 Penalty: 4892.553223
	Iteration 30Q: 3 clusters Score -3956840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3956850.000000 Penalty: 4892.553223
	Iteration 31Q: 3 clusters Score -3956850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3956855.000000 Penalty: 4892.553223
	Iteration 32Q: 3 clusters Score -3956855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3956865.750000 Penalty: 4892.553223
	Iteration 33Q: 3 clusters Score -3956866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3956863.750000 Penalty: 4892.553223
	Iteration 34Q: 3 clusters Score -3956864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3956870.500000 Penalty: 4892.553223
	Iteration 35Q: 3 clusters Score -3956870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3956872.250000 Penalty: 4892.553223
	Iteration 36Q: 3 clusters Score -3956872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3956876.750000 Penalty: 4892.553223
	Iteration 37Q: 3 clusters Score -3956877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3956879.000000 Penalty: 4892.553223
	Iteration 38Q: 3 clusters Score -3956879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3956882.000000 Penalty: 4892.553223
	Iteration 39Q: 3 clusters Score -3956882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3956882.000000 Penalty: 4892.553223
	Iteration 40F: 3 clusters Score -3956882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -729116.312500 Penalty: 2045.959595
	Iteration 0F: 2 clusters Score -729116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -725317.437500 Penalty: 4091.919189
	Iteration 0F: 3 clusters Score -725317.4 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -726094.562500 Penalty: 4091.919189
	Iteration 1F: 3 clusters Score -726094.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -726265.687500 Penalty: 4091.919189
	Iteration 2F: 3 clusters Score -726265.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -726377.750000 Penalty: 4091.919189
	Iteration 3Q: 3 clusters Score -726377.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -726452.562500 Penalty: 4091.919189
	Iteration 4Q: 3 clusters Score -726452.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -726514.812500 Penalty: 4091.919189
	Iteration 5Q: 3 clusters Score -726514.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -726556.812500 Penalty: 4091.919189
	Iteration 6Q: 3 clusters Score -726556.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -726588.000000 Penalty: 4091.919189
	Iteration 7Q: 3 clusters Score -726588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -726623.312500 Penalty: 4091.919189
	Iteration 8Q: 3 clusters Score -726623.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -726661.312500 Penalty: 4091.919189
	Iteration 9Q: 3 clusters Score -726661.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -726688.000000 Penalty: 4091.919189
	Iteration 10Q: 3 clusters Score -726688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -726715.187500 Penalty: 4091.919189
	Iteration 11Q: 3 clusters Score -726715.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -726745.187500 Penalty: 4091.919189
	Iteration 12Q: 3 clusters Score -726745.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -726766.812500 Penalty: 4091.919189
	Iteration 13Q: 3 clusters Score -726766.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -726780.812500 Penalty: 4091.919189
	Iteration 14Q: 3 clusters Score -726780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -726789.500000 Penalty: 4091.919189
	Iteration 15Q: 3 clusters Score -726789.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -726800.937500 Penalty: 4091.919189
	Iteration 16Q: 3 clusters Score -726800.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -726810.562500 Penalty: 4091.919189
	Iteration 17Q: 3 clusters Score -726810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -726816.625000 Penalty: 4091.919189
	Iteration 18Q: 3 clusters Score -726816.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -726822.562500 Penalty: 4091.919189
	Iteration 19Q: 3 clusters Score -726822.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -726830.312500 Penalty: 4091.919189
	Iteration 20F: 3 clusters Score -726830.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -726835.312500 Penalty: 4091.919189
	Iteration 21Q: 3 clusters Score -726835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -726836.125000 Penalty: 4091.919189
	Iteration 22Q: 3 clusters Score -726836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -726837.500000 Penalty: 4091.919189
	Iteration 23Q: 3 clusters Score -726837.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -726839.937500 Penalty: 4091.919189
	Iteration 24Q: 3 clusters Score -726839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -726844.437500 Penalty: 4091.919189
	Iteration 25Q: 3 clusters Score -726844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -726844.937500 Penalty: 4091.919189
	Iteration 26Q: 3 clusters Score -726844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -726846.062500 Penalty: 4091.919189
	Iteration 27Q: 3 clusters Score -726846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -726849.500000 Penalty: 4091.919189
	Iteration 28Q: 3 clusters Score -726849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -726849.812500 Penalty: 4091.919189
	Iteration 29Q: 3 clusters Score -726849.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -726851.000000 Penalty: 4091.919189
	Iteration 30Q: 3 clusters Score -726851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -726850.500000 Penalty: 4091.919189
	Iteration 31Q: 3 clusters Score -726850.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -726851.687500 Penalty: 4091.919189
	Iteration 32Q: 3 clusters Score -726851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -726852.500000 Penalty: 4091.919189
	Iteration 33Q: 3 clusters Score -726852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -726851.937500 Penalty: 4091.919189
	Iteration 34Q: 3 clusters Score -726851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -726852.125000 Penalty: 4091.919189
	Iteration 35Q: 3 clusters Score -726852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -726852.750000 Penalty: 4091.919189
	Iteration 36Q: 3 clusters Score -726852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -726854.125000 Penalty: 4091.919189
	Iteration 37Q: 3 clusters Score -726854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -726855.312500 Penalty: 4091.919189
	Iteration 38Q: 3 clusters Score -726855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -726854.437500 Penalty: 4091.919189
	Iteration 39Q: 3 clusters Score -726854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -726854.437500 Penalty: 4091.919189
	Iteration 40F: 3 clusters Score -726854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Entering Unmasked Estep 
Score: -17537.357422 Penalty: 1209.048950
	Iteration 0F: 2 clusters Score -17537.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -16806.195312 Penalty: 2418.097900
	Iteration 0F: 3 clusters Score -16806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -16848.089844 Penalty: 2418.097900
	Iteration 1F: 3 clusters Score -16848.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -16867.712891 Penalty: 2418.097900
	Iteration 2Q: 3 clusters Score -16867.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16871.292969 Penalty: 2418.097900
	Iteration 3Q: 3 clusters Score -16871.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -16871.292969 Penalty: 2418.097900
	Iteration 4F: 3 clusters Score -16871.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Entering Unmasked Estep 
Score: -4125954.750000 Penalty: 2455.878906
	Iteration 0F: 2 clusters Score -4125955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -4113635.500000 Penalty: 4911.757812
	Iteration 0F: 3 clusters Score -4113636 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4118291.250000 Penalty: 4911.757812
	Iteration 1F: 3 clusters Score -4118291 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -4118591.500000 Penalty: 4911.757812
	Iteration 2Q: 3 clusters Score -4118592 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4118807.000000 Penalty: 4911.757812
	Iteration 3Q: 3 clusters Score -4118807 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4119002.250000 Penalty: 4911.757812
	Iteration 4Q: 3 clusters Score -4119002 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -4119163.250000 Penalty: 4911.757812
	Iteration 5Q: 3 clusters Score -4119163 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -4119306.500000 Penalty: 4911.757812
	Iteration 6Q: 3 clusters Score -4119306 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4119457.000000 Penalty: 4911.757812
	Iteration 7Q: 3 clusters Score -4119457 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4119549.250000 Penalty: 4911.757812
	Iteration 8Q: 3 clusters Score -4119549 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4119618.000000 Penalty: 4911.757812
	Iteration 9Q: 3 clusters Score -4119618 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -4119706.250000 Penalty: 4911.757812
	Iteration 10Q: 3 clusters Score -4119706 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4119864.250000 Penalty: 4911.757812
	Iteration 11Q: 3 clusters Score -4119864 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4120009.000000 Penalty: 4911.757812
	Iteration 12Q: 3 clusters Score -4120009 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4120346.250000 Penalty: 4911.757812
	Iteration 13Q: 3 clusters Score -4120346 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4121033.250000 Penalty: 4911.757812
	Iteration 14F: 3 clusters Score -4121033 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4121799.750000 Penalty: 4911.757812
	Iteration 15F: 3 clusters Score -4121800 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4122470.000000 Penalty: 4911.757812
	Iteration 16Q: 3 clusters Score -4122470 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4122899.750000 Penalty: 4911.757812
	Iteration 17Q: 3 clusters Score -4122900 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4123095.500000 Penalty: 4911.757812
	Iteration 18Q: 3 clusters Score -4123096 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4123214.000000 Penalty: 4911.757812
	Iteration 19Q: 3 clusters Score -4123214 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4123400.750000 Penalty: 4911.757812
	Iteration 20F: 3 clusters Score -4123401 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4123542.750000 Penalty: 4911.757812
	Iteration 21Q: 3 clusters Score -4123543 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -4123659.000000 Penalty: 4911.757812
	Iteration 22Q: 3 clusters Score -4123659 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4123787.250000 Penalty: 4911.757812
	Iteration 23Q: 3 clusters Score -4123787 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4123968.500000 Penalty: 4911.757812
	Iteration 24Q: 3 clusters Score -4123968 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4124106.000000 Penalty: 4911.757812
	Iteration 25Q: 3 clusters Score -4124106 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4124228.000000 Penalty: 4911.757812
	Iteration 26Q: 3 clusters Score -4124228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -4124391.500000 Penalty: 4911.757812
	Iteration 27Q: 3 clusters Score -4124392 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4124465.750000 Penalty: 4911.757812
	Iteration 28Q: 3 clusters Score -4124466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -4124509.250000 Penalty: 4911.757812
	Iteration 29Q: 3 clusters Score -4124509 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4124583.250000 Penalty: 4911.757812
	Iteration 30Q: 3 clusters Score -4124583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4124608.250000 Penalty: 4911.757812
	Iteration 31Q: 3 clusters Score -4124608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -4124669.250000 Penalty: 4911.757812
	Iteration 32Q: 3 clusters Score -4124669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4124784.750000 Penalty: 4911.757812
	Iteration 33Q: 3 clusters Score -4124785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -4124828.750000 Penalty: 4911.757812
	Iteration 34Q: 3 clusters Score -4124829 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4124869.750000 Penalty: 4911.757812
	Iteration 35Q: 3 clusters Score -4124870 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4124877.000000 Penalty: 4911.757812
	Iteration 36Q: 3 clusters Score -4124877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4124886.250000 Penalty: 4911.757812
	Iteration 37Q: 3 clusters Score -4124886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4124865.500000 Penalty: 4911.757812
	Iteration 38Q: 3 clusters Score -4124866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -4124910.250000 Penalty: 4911.757812
	Iteration 39Q: 3 clusters Score -4124910 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4124929.250000 Penalty: 4911.757812
	Iteration 40F: 3 clusters Score -4124929 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4124977.500000 Penalty: 4911.757812
	Iteration 41Q: 3 clusters Score -4124978 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4125029.250000 Penalty: 4911.757812
	Iteration 42Q: 3 clusters Score -4125029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4125047.500000 Penalty: 4911.757812
	Iteration 43Q: 3 clusters Score -4125048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4125082.750000 Penalty: 4911.757812
	Iteration 44Q: 3 clusters Score -4125083 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4125103.000000 Penalty: 4911.757812
	Iteration 45Q: 3 clusters Score -4125103 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4125128.500000 Penalty: 4911.757812
	Iteration 46Q: 3 clusters Score -4125128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4125128.000000 Penalty: 4911.757812
	Iteration 47Q: 3 clusters Score -4125128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4125113.000000 Penalty: 4911.757812
	Iteration 48Q: 3 clusters Score -4125113 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -4125112.250000 Penalty: 4911.757812
	Iteration 49Q: 3 clusters Score -4125112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -4125106.500000 Penalty: 4911.757812
	Iteration 50Q: 3 clusters Score -4125106 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4125101.500000 Penalty: 4911.757812
	Iteration 51Q: 3 clusters Score -4125102 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4125146.000000 Penalty: 4911.757812
	Iteration 52Q: 3 clusters Score -4125146 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -4125130.000000 Penalty: 4911.757812
	Iteration 53Q: 3 clusters Score -4125130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4125152.500000 Penalty: 4911.757812
	Iteration 54Q: 3 clusters Score -4125152 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4125141.250000 Penalty: 4911.757812
	Iteration 55Q: 3 clusters Score -4125141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4125155.750000 Penalty: 4911.757812
	Iteration 56Q: 3 clusters Score -4125156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4125135.750000 Penalty: 4911.757812
	Iteration 57Q: 3 clusters Score -4125136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4125142.000000 Penalty: 4911.757812
	Iteration 58Q: 3 clusters Score -4125142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4125149.000000 Penalty: 4911.757812
	Iteration 59Q: 3 clusters Score -4125149 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -4125145.250000 Penalty: 4911.757812
	Iteration 60F: 3 clusters Score -4125145 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4125139.000000 Penalty: 4911.757812
	Iteration 61Q: 3 clusters Score -4125139 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4125140.750000 Penalty: 4911.757812
	Iteration 62Q: 3 clusters Score -4125141 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4125156.250000 Penalty: 4911.757812
	Iteration 63Q: 3 clusters Score -4125156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -4125149.000000 Penalty: 4911.757812
	Iteration 64Q: 3 clusters Score -4125149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4125121.000000 Penalty: 4911.757812
	Iteration 65Q: 3 clusters Score -4125121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4125091.000000 Penalty: 4911.757812
	Iteration 66Q: 3 clusters Score -4125091 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4125070.500000 Penalty: 4911.757812
	Iteration 67Q: 3 clusters Score -4125070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -4125053.500000 Penalty: 4911.757812
	Iteration 68Q: 3 clusters Score -4125054 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -4125062.750000 Penalty: 4911.757812
	Iteration 69Q: 3 clusters Score -4125063 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -4125046.250000 Penalty: 4911.757812
	Iteration 70Q: 3 clusters Score -4125046 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -4124988.500000 Penalty: 4911.757812
	Iteration 71Q: 3 clusters Score -4124988 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -4124930.250000 Penalty: 4911.757812
	Iteration 72Q: 3 clusters Score -4124930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -4124960.500000 Penalty: 4911.757812
	Iteration 73Q: 3 clusters Score -4124960 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4124880.250000 Penalty: 4911.757812
	Iteration 74Q: 3 clusters Score -4124880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -4124824.750000 Penalty: 4911.757812
	Iteration 75Q: 3 clusters Score -4124825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4124854.000000 Penalty: 4911.757812
	Iteration 76Q: 3 clusters Score -4124854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4124868.750000 Penalty: 4911.757812
	Iteration 77Q: 3 clusters Score -4124869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4124864.250000 Penalty: 4911.757812
	Iteration 78Q: 3 clusters Score -4124864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4124837.750000 Penalty: 4911.757812
	Iteration 79Q: 3 clusters Score -4124838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -4124837.750000 Penalty: 4911.757812
	Iteration 80F: 3 clusters Score -4124838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (20383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Entering Unmasked Estep 
Score: -4202883.500000 Penalty: 2460.769287
	Iteration 0F: 2 clusters Score -4202884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -4190383.750000 Penalty: 4921.538574
	Iteration 0F: 3 clusters Score -4190384 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4195085.500000 Penalty: 4921.538574
	Iteration 1F: 3 clusters Score -4195086 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4195472.500000 Penalty: 4921.538574
	Iteration 2F: 3 clusters Score -4195472 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -4195746.000000 Penalty: 4921.538574
	Iteration 3Q: 3 clusters Score -4195746 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4196020.000000 Penalty: 4921.538574
	Iteration 4Q: 3 clusters Score -4196020 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4196272.500000 Penalty: 4921.538574
	Iteration 5Q: 3 clusters Score -4196272 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -4196499.500000 Penalty: 4921.538574
	Iteration 6Q: 3 clusters Score -4196500 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4196787.000000 Penalty: 4921.538574
	Iteration 7Q: 3 clusters Score -4196787 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4197203.000000 Penalty: 4921.538574
	Iteration 8F: 3 clusters Score -4197203 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4197836.500000 Penalty: 4921.538574
	Iteration 9F: 3 clusters Score -4197836 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4198489.000000 Penalty: 4921.538574
	Iteration 10F: 3 clusters Score -4198489 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4199094.000000 Penalty: 4921.538574
	Iteration 11Q: 3 clusters Score -4199094 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4199569.000000 Penalty: 4921.538574
	Iteration 12Q: 3 clusters Score -4199569 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4199926.000000 Penalty: 4921.538574
	Iteration 13Q: 3 clusters Score -4199926 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4200181.000000 Penalty: 4921.538574
	Iteration 14Q: 3 clusters Score -4200181 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4200373.500000 Penalty: 4921.538574
	Iteration 15Q: 3 clusters Score -4200374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4200470.000000 Penalty: 4921.538574
	Iteration 16Q: 3 clusters Score -4200470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4200531.500000 Penalty: 4921.538574
	Iteration 17Q: 3 clusters Score -4200532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4200579.000000 Penalty: 4921.538574
	Iteration 18Q: 3 clusters Score -4200579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4200605.500000 Penalty: 4921.538574
	Iteration 19Q: 3 clusters Score -4200606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4200628.000000 Penalty: 4921.538574
	Iteration 20F: 3 clusters Score -4200628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4200659.500000 Penalty: 4921.538574
	Iteration 21Q: 3 clusters Score -4200660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4200659.500000 Penalty: 4921.538574
	Iteration 22Q: 3 clusters Score -4200660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4200673.000000 Penalty: 4921.538574
	Iteration 23Q: 3 clusters Score -4200673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4200685.000000 Penalty: 4921.538574
	Iteration 24Q: 3 clusters Score -4200685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4200690.000000 Penalty: 4921.538574
	Iteration 25Q: 3 clusters Score -4200690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4200698.500000 Penalty: 4921.538574
	Iteration 26Q: 3 clusters Score -4200698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4200707.000000 Penalty: 4921.538574
	Iteration 27Q: 3 clusters Score -4200707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4200709.500000 Penalty: 4921.538574
	Iteration 28Q: 3 clusters Score -4200710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4200710.000000 Penalty: 4921.538574
	Iteration 29Q: 3 clusters Score -4200710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4200711.000000 Penalty: 4921.538574
	Iteration 30Q: 3 clusters Score -4200711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4200715.000000 Penalty: 4921.538574
	Iteration 31Q: 3 clusters Score -4200715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4200718.500000 Penalty: 4921.538574
	Iteration 32Q: 3 clusters Score -4200718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4200718.000000 Penalty: 4921.538574
	Iteration 33Q: 3 clusters Score -4200718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4200718.000000 Penalty: 4921.538574
	Iteration 34Q: 3 clusters Score -4200718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4200718.000000 Penalty: 4921.538574
	Iteration 35F: 3 clusters Score -4200718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (27071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Entering Unmasked Estep 
Score: -5266436.000000 Penalty: 2531.142334
	Iteration 0F: 2 clusters Score -5266436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -5248070.000000 Penalty: 5062.284668
	Iteration 0F: 3 clusters Score -5248070 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5254564.500000 Penalty: 5062.284668
	Iteration 1F: 3 clusters Score -5254564 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -5254903.000000 Penalty: 5062.284668
	Iteration 2Q: 3 clusters Score -5254903 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -5255145.500000 Penalty: 5062.284668
	Iteration 3Q: 3 clusters Score -5255146 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5255361.500000 Penalty: 5062.284668
	Iteration 4Q: 3 clusters Score -5255362 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -5255534.000000 Penalty: 5062.284668
	Iteration 5Q: 3 clusters Score -5255534 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -5255674.000000 Penalty: 5062.284668
	Iteration 6Q: 3 clusters Score -5255674 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -5255808.000000 Penalty: 5062.284668
	Iteration 7Q: 3 clusters Score -5255808 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5255935.000000 Penalty: 5062.284668
	Iteration 8Q: 3 clusters Score -5255935 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -5256098.000000 Penalty: 5062.284668
	Iteration 9Q: 3 clusters Score -5256098 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -5256277.500000 Penalty: 5062.284668
	Iteration 10Q: 3 clusters Score -5256278 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5256506.000000 Penalty: 5062.284668
	Iteration 11Q: 3 clusters Score -5256506 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -5256756.000000 Penalty: 5062.284668
	Iteration 12Q: 3 clusters Score -5256756 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -5257134.000000 Penalty: 5062.284668
	Iteration 13Q: 3 clusters Score -5257134 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -5257620.000000 Penalty: 5062.284668
	Iteration 14Q: 3 clusters Score -5257620 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5258238.500000 Penalty: 5062.284668
	Iteration 15Q: 3 clusters Score -5258238 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -5258992.500000 Penalty: 5062.284668
	Iteration 16Q: 3 clusters Score -5258992 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -5259673.500000 Penalty: 5062.284668
	Iteration 17Q: 3 clusters Score -5259674 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5260228.500000 Penalty: 5062.284668
	Iteration 18Q: 3 clusters Score -5260228 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5260658.500000 Penalty: 5062.284668
	Iteration 19Q: 3 clusters Score -5260658 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -5260919.000000 Penalty: 5062.284668
	Iteration 20F: 3 clusters Score -5260919 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -5261098.000000 Penalty: 5062.284668
	Iteration 21Q: 3 clusters Score -5261098 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5261255.000000 Penalty: 5062.284668
	Iteration 22Q: 3 clusters Score -5261255 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5261356.000000 Penalty: 5062.284668
	Iteration 23Q: 3 clusters Score -5261356 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5261454.000000 Penalty: 5062.284668
	Iteration 24Q: 3 clusters Score -5261454 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5261527.500000 Penalty: 5062.284668
	Iteration 25Q: 3 clusters Score -5261528 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5261667.500000 Penalty: 5062.284668
	Iteration 26Q: 3 clusters Score -5261668 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -5261751.000000 Penalty: 5062.284668
	Iteration 27Q: 3 clusters Score -5261751 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -5261887.500000 Penalty: 5062.284668
	Iteration 28Q: 3 clusters Score -5261888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5262005.500000 Penalty: 5062.284668
	Iteration 29Q: 3 clusters Score -5262006 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5262146.500000 Penalty: 5062.284668
	Iteration 30Q: 3 clusters Score -5262146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -5262278.000000 Penalty: 5062.284668
	Iteration 31Q: 3 clusters Score -5262278 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5262442.000000 Penalty: 5062.284668
	Iteration 32Q: 3 clusters Score -5262442 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5262563.500000 Penalty: 5062.284668
	Iteration 33Q: 3 clusters Score -5262564 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5262687.000000 Penalty: 5062.284668
	Iteration 34Q: 3 clusters Score -5262687 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5262833.000000 Penalty: 5062.284668
	Iteration 35Q: 3 clusters Score -5262833 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5262959.000000 Penalty: 5062.284668
	Iteration 36Q: 3 clusters Score -5262959 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5263118.000000 Penalty: 5062.284668
	Iteration 37Q: 3 clusters Score -5263118 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5263232.000000 Penalty: 5062.284668
	Iteration 38Q: 3 clusters Score -5263232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5263330.000000 Penalty: 5062.284668
	Iteration 39Q: 3 clusters Score -5263330 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5263475.000000 Penalty: 5062.284668
	Iteration 40F: 3 clusters Score -5263475 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5263595.000000 Penalty: 5062.284668
	Iteration 41Q: 3 clusters Score -5263595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5263697.000000 Penalty: 5062.284668
	Iteration 42Q: 3 clusters Score -5263697 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5263817.000000 Penalty: 5062.284668
	Iteration 43Q: 3 clusters Score -5263817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5263917.000000 Penalty: 5062.284668
	Iteration 44Q: 3 clusters Score -5263917 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5263982.500000 Penalty: 5062.284668
	Iteration 45Q: 3 clusters Score -5263982 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5264039.500000 Penalty: 5062.284668
	Iteration 46Q: 3 clusters Score -5264040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5264079.000000 Penalty: 5062.284668
	Iteration 47Q: 3 clusters Score -5264079 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5264108.500000 Penalty: 5062.284668
	Iteration 48Q: 3 clusters Score -5264108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5264132.500000 Penalty: 5062.284668
	Iteration 49Q: 3 clusters Score -5264132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5264138.000000 Penalty: 5062.284668
	Iteration 50Q: 3 clusters Score -5264138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5264155.500000 Penalty: 5062.284668
	Iteration 51Q: 3 clusters Score -5264156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5264160.000000 Penalty: 5062.284668
	Iteration 52Q: 3 clusters Score -5264160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5264175.500000 Penalty: 5062.284668
	Iteration 53Q: 3 clusters Score -5264176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5264184.500000 Penalty: 5062.284668
	Iteration 54Q: 3 clusters Score -5264184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5264187.000000 Penalty: 5062.284668
	Iteration 55Q: 3 clusters Score -5264187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5264190.500000 Penalty: 5062.284668
	Iteration 56Q: 3 clusters Score -5264190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5264193.500000 Penalty: 5062.284668
	Iteration 57Q: 3 clusters Score -5264194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5264200.500000 Penalty: 5062.284668
	Iteration 58Q: 3 clusters Score -5264200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5264205.500000 Penalty: 5062.284668
	Iteration 59Q: 3 clusters Score -5264206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5264211.000000 Penalty: 5062.284668
	Iteration 60F: 3 clusters Score -5264211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5264214.500000 Penalty: 5062.284668
	Iteration 61Q: 3 clusters Score -5264214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5264213.000000 Penalty: 5062.284668
	Iteration 62Q: 3 clusters Score -5264213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5264216.500000 Penalty: 5062.284668
	Iteration 63Q: 3 clusters Score -5264216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5264221.500000 Penalty: 5062.284668
	Iteration 64Q: 3 clusters Score -5264222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5264223.000000 Penalty: 5062.284668
	Iteration 65Q: 3 clusters Score -5264223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5264226.500000 Penalty: 5062.284668
	Iteration 66Q: 3 clusters Score -5264226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5264237.000000 Penalty: 5062.284668
	Iteration 67Q: 3 clusters Score -5264237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5264236.000000 Penalty: 5062.284668
	Iteration 68Q: 3 clusters Score -5264236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5264240.500000 Penalty: 5062.284668
	Iteration 69Q: 3 clusters Score -5264240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5264240.500000 Penalty: 5062.284668
	Iteration 70F: 3 clusters Score -5264240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -186170.968750 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -186171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -184183.843750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -184183.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184452.718750 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -184452.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184536.015625 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -184536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -184581.109375 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -184581.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -184616.343750 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -184616.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -184635.703125 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -184635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184651.953125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -184652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -184667.515625 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -184667.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -184691.125000 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -184691.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -184720.890625 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -184720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184746.812500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -184746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -184762.187500 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -184762.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184775.171875 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -184775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184789.046875 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -184789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184796.640625 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -184796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184803.968750 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -184804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -184805.968750 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -184806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -184806.765625 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -184806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184809.750000 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -184809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -184809.750000 Penalty: 3444.745361
	Iteration 19F: 3 clusters Score -184809.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (18028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Entering Unmasked Estep 
Score: -3722947.750000 Penalty: 2430.321045
	Iteration 0F: 2 clusters Score -3722948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3711479.250000 Penalty: 4860.642090
	Iteration 0F: 3 clusters Score -3711479 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3715605.250000 Penalty: 4860.642090
	Iteration 1F: 3 clusters Score -3715605 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3715901.000000 Penalty: 4860.642090
	Iteration 2F: 3 clusters Score -3715901 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3716187.250000 Penalty: 4860.642090
	Iteration 3Q: 3 clusters Score -3716187 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3716427.750000 Penalty: 4860.642090
	Iteration 4Q: 3 clusters Score -3716428 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3716628.750000 Penalty: 4860.642090
	Iteration 5Q: 3 clusters Score -3716629 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3716848.500000 Penalty: 4860.642090
	Iteration 6Q: 3 clusters Score -3716848 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3717053.500000 Penalty: 4860.642090
	Iteration 7Q: 3 clusters Score -3717054 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3717362.000000 Penalty: 4860.642090
	Iteration 8F: 3 clusters Score -3717362 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3717640.000000 Penalty: 4860.642090
	Iteration 9F: 3 clusters Score -3717640 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3718018.000000 Penalty: 4860.642090
	Iteration 10F: 3 clusters Score -3718018 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3718499.500000 Penalty: 4860.642090
	Iteration 11Q: 3 clusters Score -3718500 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3719221.500000 Penalty: 4860.642090
	Iteration 12Q: 3 clusters Score -3719222 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3719850.250000 Penalty: 4860.642090
	Iteration 13Q: 3 clusters Score -3719850 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3720071.500000 Penalty: 4860.642090
	Iteration 14Q: 3 clusters Score -3720072 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -3720230.500000 Penalty: 4860.642090
	Iteration 15Q: 3 clusters Score -3720230 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3720390.000000 Penalty: 4860.642090
	Iteration 16Q: 3 clusters Score -3720390 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3720416.750000 Penalty: 4860.642090
	Iteration 17Q: 3 clusters Score -3720417 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3720494.750000 Penalty: 4860.642090
	Iteration 18Q: 3 clusters Score -3720495 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3720597.500000 Penalty: 4860.642090
	Iteration 19Q: 3 clusters Score -3720598 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3720631.250000 Penalty: 4860.642090
	Iteration 20F: 3 clusters Score -3720631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3720613.250000 Penalty: 4860.642090
	Iteration 21Q: 3 clusters Score -3720613 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3720647.500000 Penalty: 4860.642090
	Iteration 22Q: 3 clusters Score -3720648 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3720653.500000 Penalty: 4860.642090
	Iteration 23Q: 3 clusters Score -3720654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3720651.250000 Penalty: 4860.642090
	Iteration 24Q: 3 clusters Score -3720651 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3720607.750000 Penalty: 4860.642090
	Iteration 25Q: 3 clusters Score -3720608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3720617.750000 Penalty: 4860.642090
	Iteration 26Q: 3 clusters Score -3720618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3720626.500000 Penalty: 4860.642090
	Iteration 27Q: 3 clusters Score -3720626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3720652.500000 Penalty: 4860.642090
	Iteration 28Q: 3 clusters Score -3720652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3720640.500000 Penalty: 4860.642090
	Iteration 29Q: 3 clusters Score -3720640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3720616.000000 Penalty: 4860.642090
	Iteration 30Q: 3 clusters Score -3720616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3720599.250000 Penalty: 4860.642090
	Iteration 31Q: 3 clusters Score -3720599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3720588.250000 Penalty: 4860.642090
	Iteration 32Q: 3 clusters Score -3720588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3720558.000000 Penalty: 4860.642090
	Iteration 33Q: 3 clusters Score -3720558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3720573.750000 Penalty: 4860.642090
	Iteration 34Q: 3 clusters Score -3720574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3720546.750000 Penalty: 4860.642090
	Iteration 35Q: 3 clusters Score -3720547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -3720548.250000 Penalty: 4860.642090
	Iteration 36Q: 3 clusters Score -3720548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3720558.500000 Penalty: 4860.642090
	Iteration 37Q: 3 clusters Score -3720558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -3720560.000000 Penalty: 4860.642090
	Iteration 38Q: 3 clusters Score -3720560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3720601.000000 Penalty: 4860.642090
	Iteration 39Q: 3 clusters Score -3720601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3720611.250000 Penalty: 4860.642090
	Iteration 40F: 3 clusters Score -3720611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3720596.500000 Penalty: 4860.642090
	Iteration 41Q: 3 clusters Score -3720596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3720593.500000 Penalty: 4860.642090
	Iteration 42Q: 3 clusters Score -3720594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3720575.500000 Penalty: 4860.642090
	Iteration 43Q: 3 clusters Score -3720576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -3720575.500000 Penalty: 4860.642090
	Iteration 44F: 3 clusters Score -3720576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (18748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Entering Unmasked Estep 
Score: -3871933.250000 Penalty: 2440.032959
	Iteration 0F: 2 clusters Score -3871933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3860115.500000 Penalty: 4880.065918
	Iteration 0F: 3 clusters Score -3860116 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3864468.500000 Penalty: 4880.065918
	Iteration 1F: 3 clusters Score -3864468 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3864845.500000 Penalty: 4880.065918
	Iteration 2F: 3 clusters Score -3864846 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -3865145.500000 Penalty: 4880.065918
	Iteration 3Q: 3 clusters Score -3865146 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3865386.250000 Penalty: 4880.065918
	Iteration 4Q: 3 clusters Score -3865386 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3865607.000000 Penalty: 4880.065918
	Iteration 5Q: 3 clusters Score -3865607 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3865795.750000 Penalty: 4880.065918
	Iteration 6Q: 3 clusters Score -3865796 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3865903.000000 Penalty: 4880.065918
	Iteration 7Q: 3 clusters Score -3865903 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3865932.500000 Penalty: 4880.065918
	Iteration 8Q: 3 clusters Score -3865932 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3865996.000000 Penalty: 4880.065918
	Iteration 9Q: 3 clusters Score -3865996 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3866199.500000 Penalty: 4880.065918
	Iteration 10Q: 3 clusters Score -3866200 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3866675.750000 Penalty: 4880.065918
	Iteration 11F: 3 clusters Score -3866676 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3867461.750000 Penalty: 4880.065918
	Iteration 12F: 3 clusters Score -3867462 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -3868196.750000 Penalty: 4880.065918
	Iteration 13F: 3 clusters Score -3868197 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3868729.500000 Penalty: 4880.065918
	Iteration 14Q: 3 clusters Score -3868730 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3869158.500000 Penalty: 4880.065918
	Iteration 15Q: 3 clusters Score -3869158 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3869430.250000 Penalty: 4880.065918
	Iteration 16Q: 3 clusters Score -3869430 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3869721.500000 Penalty: 4880.065918
	Iteration 17Q: 3 clusters Score -3869722 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3869794.000000 Penalty: 4880.065918
	Iteration 18Q: 3 clusters Score -3869794 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -3869934.500000 Penalty: 4880.065918
	Iteration 19Q: 3 clusters Score -3869934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3869979.250000 Penalty: 4880.065918
	Iteration 20F: 3 clusters Score -3869979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3870055.500000 Penalty: 4880.065918
	Iteration 21Q: 3 clusters Score -3870056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3870080.750000 Penalty: 4880.065918
	Iteration 22Q: 3 clusters Score -3870081 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3870080.750000 Penalty: 4880.065918
	Iteration 23Q: 3 clusters Score -3870081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3870089.750000 Penalty: 4880.065918
	Iteration 24Q: 3 clusters Score -3870090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3870080.750000 Penalty: 4880.065918
	Iteration 25Q: 3 clusters Score -3870081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3870062.500000 Penalty: 4880.065918
	Iteration 26Q: 3 clusters Score -3870062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3870064.250000 Penalty: 4880.065918
	Iteration 27Q: 3 clusters Score -3870064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3870099.250000 Penalty: 4880.065918
	Iteration 28Q: 3 clusters Score -3870099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3870082.250000 Penalty: 4880.065918
	Iteration 29Q: 3 clusters Score -3870082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3870077.250000 Penalty: 4880.065918
	Iteration 30Q: 3 clusters Score -3870077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3870074.000000 Penalty: 4880.065918
	Iteration 31Q: 3 clusters Score -3870074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3870079.750000 Penalty: 4880.065918
	Iteration 32Q: 3 clusters Score -3870080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3870050.000000 Penalty: 4880.065918
	Iteration 33Q: 3 clusters Score -3870050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -3870070.000000 Penalty: 4880.065918
	Iteration 34Q: 3 clusters Score -3870070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3870069.250000 Penalty: 4880.065918
	Iteration 35Q: 3 clusters Score -3870069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3870061.000000 Penalty: 4880.065918
	Iteration 36Q: 3 clusters Score -3870061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3870056.250000 Penalty: 4880.065918
	Iteration 37Q: 3 clusters Score -3870056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3870075.000000 Penalty: 4880.065918
	Iteration 38Q: 3 clusters Score -3870075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3870054.750000 Penalty: 4880.065918
	Iteration 39Q: 3 clusters Score -3870055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3870042.500000 Penalty: 4880.065918
	Iteration 40F: 3 clusters Score -3870042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3870045.000000 Penalty: 4880.065918
	Iteration 41Q: 3 clusters Score -3870045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3870042.000000 Penalty: 4880.065918
	Iteration 42Q: 3 clusters Score -3870042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3870052.750000 Penalty: 4880.065918
	Iteration 43Q: 3 clusters Score -3870053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -3870029.750000 Penalty: 4880.065918
	Iteration 44Q: 3 clusters Score -3870030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3870027.750000 Penalty: 4880.065918
	Iteration 45Q: 3 clusters Score -3870028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3870027.750000 Penalty: 4880.065918
	Iteration 46F: 3 clusters Score -3870028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (25045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Entering Unmasked Estep 
Score: -5141398.000000 Penalty: 2511.850586
	Iteration 0F: 2 clusters Score -5141398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -5126418.500000 Penalty: 5023.701172
	Iteration 0F: 3 clusters Score -5126418 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -5132175.500000 Penalty: 5023.701172
	Iteration 1F: 3 clusters Score -5132176 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -5132511.000000 Penalty: 5023.701172
	Iteration 2F: 3 clusters Score -5132511 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5132777.000000 Penalty: 5023.701172
	Iteration 3Q: 3 clusters Score -5132777 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -5133054.500000 Penalty: 5023.701172
	Iteration 4Q: 3 clusters Score -5133054 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5133211.000000 Penalty: 5023.701172
	Iteration 5Q: 3 clusters Score -5133211 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -5133392.500000 Penalty: 5023.701172
	Iteration 6Q: 3 clusters Score -5133392 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5133558.000000 Penalty: 5023.701172
	Iteration 7Q: 3 clusters Score -5133558 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -5133675.000000 Penalty: 5023.701172
	Iteration 8Q: 3 clusters Score -5133675 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -5133800.500000 Penalty: 5023.701172
	Iteration 9Q: 3 clusters Score -5133800 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -5133941.500000 Penalty: 5023.701172
	Iteration 10Q: 3 clusters Score -5133942 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -5134148.000000 Penalty: 5023.701172
	Iteration 11Q: 3 clusters Score -5134148 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5134410.500000 Penalty: 5023.701172
	Iteration 12Q: 3 clusters Score -5134410 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -5134677.500000 Penalty: 5023.701172
	Iteration 13Q: 3 clusters Score -5134678 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5135050.000000 Penalty: 5023.701172
	Iteration 14Q: 3 clusters Score -5135050 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5135396.500000 Penalty: 5023.701172
	Iteration 15Q: 3 clusters Score -5135396 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5135723.500000 Penalty: 5023.701172
	Iteration 16Q: 3 clusters Score -5135724 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5136044.500000 Penalty: 5023.701172
	Iteration 17Q: 3 clusters Score -5136044 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5136294.000000 Penalty: 5023.701172
	Iteration 18Q: 3 clusters Score -5136294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -5136470.000000 Penalty: 5023.701172
	Iteration 19Q: 3 clusters Score -5136470 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -5136586.500000 Penalty: 5023.701172
	Iteration 20F: 3 clusters Score -5136586 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -5136599.500000 Penalty: 5023.701172
	Iteration 21Q: 3 clusters Score -5136600 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5136741.000000 Penalty: 5023.701172
	Iteration 22Q: 3 clusters Score -5136741 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -5136804.500000 Penalty: 5023.701172
	Iteration 23Q: 3 clusters Score -5136804 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -5136866.000000 Penalty: 5023.701172
	Iteration 24Q: 3 clusters Score -5136866 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5136972.500000 Penalty: 5023.701172
	Iteration 25Q: 3 clusters Score -5136972 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -5136983.000000 Penalty: 5023.701172
	Iteration 26Q: 3 clusters Score -5136983 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5137029.000000 Penalty: 5023.701172
	Iteration 27Q: 3 clusters Score -5137029 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5136986.000000 Penalty: 5023.701172
	Iteration 28Q: 3 clusters Score -5136986 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -5136876.000000 Penalty: 5023.701172
	Iteration 29Q: 3 clusters Score -5136876 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5136899.000000 Penalty: 5023.701172
	Iteration 30Q: 3 clusters Score -5136899 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5136845.000000 Penalty: 5023.701172
	Iteration 31Q: 3 clusters Score -5136845 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5136744.000000 Penalty: 5023.701172
	Iteration 32Q: 3 clusters Score -5136744 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5136546.000000 Penalty: 5023.701172
	Iteration 33Q: 3 clusters Score -5136546 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -5136370.000000 Penalty: 5023.701172
	Iteration 34Q: 3 clusters Score -5136370 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -5136261.000000 Penalty: 5023.701172
	Iteration 35Q: 3 clusters Score -5136261 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -5136172.000000 Penalty: 5023.701172
	Iteration 36Q: 3 clusters Score -5136172 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5136115.000000 Penalty: 5023.701172
	Iteration 37Q: 3 clusters Score -5136115 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5136124.500000 Penalty: 5023.701172
	Iteration 38Q: 3 clusters Score -5136124 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -5136105.500000 Penalty: 5023.701172
	Iteration 39Q: 3 clusters Score -5136106 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5136994.000000 Penalty: 5023.701172
	Iteration 40F: 3 clusters Score -5136994 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5137490.000000 Penalty: 5023.701172
	Iteration 41F: 3 clusters Score -5137490 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -5138256.000000 Penalty: 5023.701172
	Iteration 42Q: 3 clusters Score -5138256 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5138703.500000 Penalty: 5023.701172
	Iteration 43Q: 3 clusters Score -5138704 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -5138901.000000 Penalty: 5023.701172
	Iteration 44Q: 3 clusters Score -5138901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -5139039.500000 Penalty: 5023.701172
	Iteration 45Q: 3 clusters Score -5139040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -5139105.000000 Penalty: 5023.701172
	Iteration 46Q: 3 clusters Score -5139105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -5139163.000000 Penalty: 5023.701172
	Iteration 47Q: 3 clusters Score -5139163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -5139202.500000 Penalty: 5023.701172
	Iteration 48Q: 3 clusters Score -5139202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5139236.500000 Penalty: 5023.701172
	Iteration 49Q: 3 clusters Score -5139236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -5139266.500000 Penalty: 5023.701172
	Iteration 50Q: 3 clusters Score -5139266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5139295.500000 Penalty: 5023.701172
	Iteration 51Q: 3 clusters Score -5139296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5139303.000000 Penalty: 5023.701172
	Iteration 52Q: 3 clusters Score -5139303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -5139303.500000 Penalty: 5023.701172
	Iteration 53Q: 3 clusters Score -5139304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5139315.000000 Penalty: 5023.701172
	Iteration 54Q: 3 clusters Score -5139315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5139318.000000 Penalty: 5023.701172
	Iteration 55Q: 3 clusters Score -5139318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -5139329.000000 Penalty: 5023.701172
	Iteration 56Q: 3 clusters Score -5139329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5139328.500000 Penalty: 5023.701172
	Iteration 57Q: 3 clusters Score -5139328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5139339.000000 Penalty: 5023.701172
	Iteration 58Q: 3 clusters Score -5139339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -5139342.500000 Penalty: 5023.701172
	Iteration 59Q: 3 clusters Score -5139342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5139342.000000 Penalty: 5023.701172
	Iteration 60F: 3 clusters Score -5139342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5139355.500000 Penalty: 5023.701172
	Iteration 61Q: 3 clusters Score -5139356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5139355.000000 Penalty: 5023.701172
	Iteration 62Q: 3 clusters Score -5139355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -5139357.000000 Penalty: 5023.701172
	Iteration 63Q: 3 clusters Score -5139357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5139357.500000 Penalty: 5023.701172
	Iteration 64Q: 3 clusters Score -5139358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5139360.000000 Penalty: 5023.701172
	Iteration 65Q: 3 clusters Score -5139360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -5139365.500000 Penalty: 5023.701172
	Iteration 66Q: 3 clusters Score -5139366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5139369.000000 Penalty: 5023.701172
	Iteration 67Q: 3 clusters Score -5139369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5139368.500000 Penalty: 5023.701172
	Iteration 68Q: 3 clusters Score -5139368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5139368.500000 Penalty: 5023.701172
	Iteration 69F: 3 clusters Score -5139368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (19019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Entering Unmasked Estep 
Score: -3901345.500000 Penalty: 2443.592041
	Iteration 0F: 2 clusters Score -3901346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3889305.750000 Penalty: 4887.184082
	Iteration 0F: 3 clusters Score -3889306 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3893724.000000 Penalty: 4887.184082
	Iteration 1F: 3 clusters Score -3893724 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3894094.000000 Penalty: 4887.184082
	Iteration 2F: 3 clusters Score -3894094 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3894387.250000 Penalty: 4887.184082
	Iteration 3Q: 3 clusters Score -3894387 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3894640.500000 Penalty: 4887.184082
	Iteration 4Q: 3 clusters Score -3894640 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3894820.250000 Penalty: 4887.184082
	Iteration 5Q: 3 clusters Score -3894820 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3894970.250000 Penalty: 4887.184082
	Iteration 6Q: 3 clusters Score -3894970 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -3895114.250000 Penalty: 4887.184082
	Iteration 7Q: 3 clusters Score -3895114 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3895253.500000 Penalty: 4887.184082
	Iteration 8Q: 3 clusters Score -3895254 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -3895427.000000 Penalty: 4887.184082
	Iteration 9Q: 3 clusters Score -3895427 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3895643.750000 Penalty: 4887.184082
	Iteration 10Q: 3 clusters Score -3895644 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -3895930.500000 Penalty: 4887.184082
	Iteration 11Q: 3 clusters Score -3895930 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3896336.250000 Penalty: 4887.184082
	Iteration 12Q: 3 clusters Score -3896336 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3896940.500000 Penalty: 4887.184082
	Iteration 13Q: 3 clusters Score -3896940 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3897670.500000 Penalty: 4887.184082
	Iteration 14F: 3 clusters Score -3897670 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3898311.500000 Penalty: 4887.184082
	Iteration 15F: 3 clusters Score -3898312 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -3898722.750000 Penalty: 4887.184082
	Iteration 16Q: 3 clusters Score -3898723 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3899019.500000 Penalty: 4887.184082
	Iteration 17Q: 3 clusters Score -3899020 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3899243.500000 Penalty: 4887.184082
	Iteration 18Q: 3 clusters Score -3899244 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -3899449.250000 Penalty: 4887.184082
	Iteration 19Q: 3 clusters Score -3899449 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3899655.750000 Penalty: 4887.184082
	Iteration 20F: 3 clusters Score -3899656 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3899816.000000 Penalty: 4887.184082
	Iteration 21Q: 3 clusters Score -3899816 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3899942.250000 Penalty: 4887.184082
	Iteration 22Q: 3 clusters Score -3899942 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3900029.250000 Penalty: 4887.184082
	Iteration 23Q: 3 clusters Score -3900029 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3900099.000000 Penalty: 4887.184082
	Iteration 24Q: 3 clusters Score -3900099 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3900151.000000 Penalty: 4887.184082
	Iteration 25Q: 3 clusters Score -3900151 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3900148.750000 Penalty: 4887.184082
	Iteration 26Q: 3 clusters Score -3900149 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3900165.750000 Penalty: 4887.184082
	Iteration 27Q: 3 clusters Score -3900166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3900154.500000 Penalty: 4887.184082
	Iteration 28Q: 3 clusters Score -3900154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3900149.250000 Penalty: 4887.184082
	Iteration 29Q: 3 clusters Score -3900149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3900166.750000 Penalty: 4887.184082
	Iteration 30Q: 3 clusters Score -3900167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3900162.000000 Penalty: 4887.184082
	Iteration 31Q: 3 clusters Score -3900162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3900163.500000 Penalty: 4887.184082
	Iteration 32Q: 3 clusters Score -3900164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3900171.500000 Penalty: 4887.184082
	Iteration 33Q: 3 clusters Score -3900172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -3900174.250000 Penalty: 4887.184082
	Iteration 34Q: 3 clusters Score -3900174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3900173.500000 Penalty: 4887.184082
	Iteration 35Q: 3 clusters Score -3900174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3900171.750000 Penalty: 4887.184082
	Iteration 36Q: 3 clusters Score -3900172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3900176.750000 Penalty: 4887.184082
	Iteration 37Q: 3 clusters Score -3900177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3900182.000000 Penalty: 4887.184082
	Iteration 38Q: 3 clusters Score -3900182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3900178.250000 Penalty: 4887.184082
	Iteration 39Q: 3 clusters Score -3900178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3900180.500000 Penalty: 4887.184082
	Iteration 40F: 3 clusters Score -3900180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3900182.500000 Penalty: 4887.184082
	Iteration 41Q: 3 clusters Score -3900182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3900176.250000 Penalty: 4887.184082
	Iteration 42Q: 3 clusters Score -3900176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -3900171.750000 Penalty: 4887.184082
	Iteration 43Q: 3 clusters Score -3900172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3900176.250000 Penalty: 4887.184082
	Iteration 44Q: 3 clusters Score -3900176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -3900176.000000 Penalty: 4887.184082
	Iteration 45Q: 3 clusters Score -3900176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3900182.750000 Penalty: 4887.184082
	Iteration 46Q: 3 clusters Score -3900183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3900185.500000 Penalty: 4887.184082
	Iteration 47Q: 3 clusters Score -3900186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3900181.250000 Penalty: 4887.184082
	Iteration 48Q: 3 clusters Score -3900181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3900182.250000 Penalty: 4887.184082
	Iteration 49Q: 3 clusters Score -3900182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -3900184.500000 Penalty: 4887.184082
	Iteration 50Q: 3 clusters Score -3900184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3900181.500000 Penalty: 4887.184082
	Iteration 51Q: 3 clusters Score -3900182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3900182.500000 Penalty: 4887.184082
	Iteration 52Q: 3 clusters Score -3900182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3900185.250000 Penalty: 4887.184082
	Iteration 53Q: 3 clusters Score -3900185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3900184.750000 Penalty: 4887.184082
	Iteration 54Q: 3 clusters Score -3900185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3900183.500000 Penalty: 4887.184082
	Iteration 55Q: 3 clusters Score -3900184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3900175.250000 Penalty: 4887.184082
	Iteration 56Q: 3 clusters Score -3900175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3900169.000000 Penalty: 4887.184082
	Iteration 57Q: 3 clusters Score -3900169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3900172.500000 Penalty: 4887.184082
	Iteration 58Q: 3 clusters Score -3900172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3900170.500000 Penalty: 4887.184082
	Iteration 59Q: 3 clusters Score -3900170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3900169.000000 Penalty: 4887.184082
	Iteration 60F: 3 clusters Score -3900169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3900170.250000 Penalty: 4887.184082
	Iteration 61Q: 3 clusters Score -3900170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3900174.500000 Penalty: 4887.184082
	Iteration 62Q: 3 clusters Score -3900174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3900180.000000 Penalty: 4887.184082
	Iteration 63Q: 3 clusters Score -3900180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -3900173.000000 Penalty: 4887.184082
	Iteration 64Q: 3 clusters Score -3900173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3900182.750000 Penalty: 4887.184082
	Iteration 65Q: 3 clusters Score -3900183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3900182.750000 Penalty: 4887.184082
	Iteration 66F: 3 clusters Score -3900183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -4090206.750000 Penalty: 2453.597656
	Iteration 0F: 2 clusters Score -4090207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -4078139.750000 Penalty: 4907.195312
	Iteration 0F: 3 clusters Score -4078140 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -4082781.000000 Penalty: 4907.195312
	Iteration 1F: 3 clusters Score -4082781 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -4083174.750000 Penalty: 4907.195312
	Iteration 2F: 3 clusters Score -4083175 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4083462.250000 Penalty: 4907.195312
	Iteration 3Q: 3 clusters Score -4083462 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4083716.750000 Penalty: 4907.195312
	Iteration 4Q: 3 clusters Score -4083717 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -4084028.500000 Penalty: 4907.195312
	Iteration 5F: 3 clusters Score -4084028 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4084304.250000 Penalty: 4907.195312
	Iteration 6F: 3 clusters Score -4084304 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4084638.500000 Penalty: 4907.195312
	Iteration 7F: 3 clusters Score -4084638 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -4085399.500000 Penalty: 4907.195312
	Iteration 8F: 3 clusters Score -4085400 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4086138.250000 Penalty: 4907.195312
	Iteration 9F: 3 clusters Score -4086138 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4086667.500000 Penalty: 4907.195312
	Iteration 10Q: 3 clusters Score -4086668 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4087059.250000 Penalty: 4907.195312
	Iteration 11Q: 3 clusters Score -4087059 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4087409.250000 Penalty: 4907.195312
	Iteration 12Q: 3 clusters Score -4087409 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4087634.750000 Penalty: 4907.195312
	Iteration 13Q: 3 clusters Score -4087635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4087766.750000 Penalty: 4907.195312
	Iteration 14Q: 3 clusters Score -4087767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4087837.750000 Penalty: 4907.195312
	Iteration 15Q: 3 clusters Score -4087838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -4087887.750000 Penalty: 4907.195312
	Iteration 16Q: 3 clusters Score -4087888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -4087935.750000 Penalty: 4907.195312
	Iteration 17Q: 3 clusters Score -4087936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4087945.250000 Penalty: 4907.195312
	Iteration 18Q: 3 clusters Score -4087945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4087976.500000 Penalty: 4907.195312
	Iteration 19Q: 3 clusters Score -4087976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -4087997.750000 Penalty: 4907.195312
	Iteration 20F: 3 clusters Score -4087998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4088011.250000 Penalty: 4907.195312
	Iteration 21Q: 3 clusters Score -4088011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -4088032.500000 Penalty: 4907.195312
	Iteration 22Q: 3 clusters Score -4088032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4088041.750000 Penalty: 4907.195312
	Iteration 23Q: 3 clusters Score -4088042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4088057.000000 Penalty: 4907.195312
	Iteration 24Q: 3 clusters Score -4088057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4088069.000000 Penalty: 4907.195312
	Iteration 25Q: 3 clusters Score -4088069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4088063.250000 Penalty: 4907.195312
	Iteration 26Q: 3 clusters Score -4088063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -4088068.750000 Penalty: 4907.195312
	Iteration 27Q: 3 clusters Score -4088069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -4088068.750000 Penalty: 4907.195312
	Iteration 28F: 3 clusters Score -4088069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29017 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 8299 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14152 members 
Mstep: Class 12 contains 18075 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 21672 members 
Mstep: Class 15 contains 17258 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 27647 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27324 members 
Mstep: Class 22 contains 34399 members 
Mstep: Class 23 contains 26607 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37432 members 
Mstep: Class 26 contains 27331 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17093 members 
Mstep: Class 29 contains 19701 members 
Mstep: Class 30 contains 19640 members 
Mstep: Class 31 contains 31241 members 
Mstep: Class 32 contains 28965 members 
Mstep: Class 33 contains 28552 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29750 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26009 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25440 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19518 members 
Mstep: Class 43 contains 25051 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3827 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 27071 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18028 members 
Mstep: Class 52 contains 18748 members 
Mstep: Class 53 contains 25045 members 
Mstep: Class 54 contains 19019 members 
Mstep: Class 55 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484736.000000 Penalty: 187370.656250
Iteration 479Q: 56 clusters Score -1.774847e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27796 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29021 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27001 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14150 members 
Mstep: Class 12 contains 18076 members 
Mstep: Class 13 contains 22223 members 
Mstep: Class 14 contains 21670 members 
Mstep: Class 15 contains 17257 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 27647 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 27320 members 
Mstep: Class 22 contains 34401 members 
Mstep: Class 23 contains 26605 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37431 members 
Mstep: Class 26 contains 27313 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19702 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28961 members 
Mstep: Class 33 contains 28550 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29755 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26012 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25458 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19514 members 
Mstep: Class 43 contains 25052 members 
Mstep: Class 44 contains 19227 members 
Mstep: Class 45 contains 3829 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19985 members 
Mstep: Class 48 contains 20389 members 
Mstep: Class 49 contains 27088 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18028 members 
Mstep: Class 52 contains 18747 members 
Mstep: Class 53 contains 25044 members 
Mstep: Class 54 contains 19021 members 
Mstep: Class 55 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484656.000000 Penalty: 187370.656250
Iteration 480F: 56 clusters Score -1.774847e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29021 members 
Mstep: Class 5 contains 25638 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27000 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14148 members 
Mstep: Class 12 contains 18077 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 21668 members 
Mstep: Class 15 contains 17256 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27645 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 27322 members 
Mstep: Class 22 contains 34397 members 
Mstep: Class 23 contains 26607 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37431 members 
Mstep: Class 26 contains 27310 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17091 members 
Mstep: Class 29 contains 19705 members 
Mstep: Class 30 contains 19637 members 
Mstep: Class 31 contains 31243 members 
Mstep: Class 32 contains 28962 members 
Mstep: Class 33 contains 28546 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29757 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26011 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25471 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25054 members 
Mstep: Class 44 contains 19226 members 
Mstep: Class 45 contains 3828 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20386 members 
Mstep: Class 49 contains 27103 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18030 members 
Mstep: Class 52 contains 18745 members 
Mstep: Class 53 contains 25043 members 
Mstep: Class 54 contains 19024 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484528.000000 Penalty: 187370.656250
Iteration 481Q: 56 clusters Score -1.774845e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29026 members 
Mstep: Class 5 contains 25638 members 
Mstep: Class 6 contains 9233 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 27000 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14145 members 
Mstep: Class 12 contains 18078 members 
Mstep: Class 13 contains 22222 members 
Mstep: Class 14 contains 21665 members 
Mstep: Class 15 contains 17255 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 27648 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 27319 members 
Mstep: Class 22 contains 34389 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37428 members 
Mstep: Class 26 contains 27298 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19710 members 
Mstep: Class 30 contains 19640 members 
Mstep: Class 31 contains 31243 members 
Mstep: Class 32 contains 28956 members 
Mstep: Class 33 contains 28538 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29765 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26014 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25486 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19513 members 
Mstep: Class 43 contains 25053 members 
Mstep: Class 44 contains 19224 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19983 members 
Mstep: Class 48 contains 20386 members 
Mstep: Class 49 contains 27113 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18028 members 
Mstep: Class 52 contains 18743 members 
Mstep: Class 53 contains 25044 members 
Mstep: Class 54 contains 19028 members 
Mstep: Class 55 contains 19805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484608.000000 Penalty: 187370.656250
Iteration 482Q: 56 clusters Score -1.774846e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29033 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26988 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 18081 members 
Mstep: Class 13 contains 22220 members 
Mstep: Class 14 contains 21661 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 27309 members 
Mstep: Class 22 contains 34381 members 
Mstep: Class 23 contains 26610 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37433 members 
Mstep: Class 26 contains 27284 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19713 members 
Mstep: Class 30 contains 19640 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 28954 members 
Mstep: Class 33 contains 28530 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29779 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26015 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25495 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25051 members 
Mstep: Class 44 contains 19225 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20392 members 
Mstep: Class 49 contains 27129 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18025 members 
Mstep: Class 52 contains 18741 members 
Mstep: Class 53 contains 25044 members 
Mstep: Class 54 contains 19027 members 
Mstep: Class 55 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484672.000000 Penalty: 187370.656250
Iteration 483Q: 56 clusters Score -1.774847e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29037 members 
Mstep: Class 5 contains 25638 members 
Mstep: Class 6 contains 9235 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26978 members 
Mstep: Class 9 contains 8291 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 18082 members 
Mstep: Class 13 contains 22226 members 
Mstep: Class 14 contains 21661 members 
Mstep: Class 15 contains 17248 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27659 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27300 members 
Mstep: Class 22 contains 34378 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37434 members 
Mstep: Class 26 contains 27273 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19717 members 
Mstep: Class 30 contains 19634 members 
Mstep: Class 31 contains 31249 members 
Mstep: Class 32 contains 28952 members 
Mstep: Class 33 contains 28529 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29793 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26015 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25508 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25050 members 
Mstep: Class 44 contains 19224 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20389 members 
Mstep: Class 49 contains 27150 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18024 members 
Mstep: Class 52 contains 18737 members 
Mstep: Class 53 contains 25039 members 
Mstep: Class 54 contains 19028 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484752.000000 Penalty: 187370.656250
Iteration 484Q: 56 clusters Score -1.774848e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27789 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29039 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26966 members 
Mstep: Class 9 contains 8288 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 22227 members 
Mstep: Class 14 contains 21658 members 
Mstep: Class 15 contains 17244 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27662 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 27291 members 
Mstep: Class 22 contains 34366 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37438 members 
Mstep: Class 26 contains 27274 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19719 members 
Mstep: Class 30 contains 19637 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 28952 members 
Mstep: Class 33 contains 28525 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29814 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26017 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25524 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19513 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19223 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20383 members 
Mstep: Class 49 contains 27160 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18020 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 25035 members 
Mstep: Class 54 contains 19026 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485024.000000 Penalty: 187370.656250
Iteration 485Q: 56 clusters Score -1.77485e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27790 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29054 members 
Mstep: Class 5 contains 25636 members 
Mstep: Class 6 contains 9237 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26957 members 
Mstep: Class 9 contains 8284 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14119 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 22228 members 
Mstep: Class 14 contains 21657 members 
Mstep: Class 15 contains 17243 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26543 members 
Mstep: Class 21 contains 27282 members 
Mstep: Class 22 contains 34364 members 
Mstep: Class 23 contains 26615 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37438 members 
Mstep: Class 26 contains 27272 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17090 members 
Mstep: Class 29 contains 19718 members 
Mstep: Class 30 contains 19643 members 
Mstep: Class 31 contains 31249 members 
Mstep: Class 32 contains 28954 members 
Mstep: Class 33 contains 28526 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29823 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25532 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19513 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19223 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20378 members 
Mstep: Class 49 contains 27169 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18020 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 25033 members 
Mstep: Class 54 contains 19029 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484960.000000 Penalty: 187370.656250
Iteration 486Q: 56 clusters Score -1.77485e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29062 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 9240 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 8279 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14115 members 
Mstep: Class 12 contains 18083 members 
Mstep: Class 13 contains 22230 members 
Mstep: Class 14 contains 21656 members 
Mstep: Class 15 contains 17241 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27655 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 27272 members 
Mstep: Class 22 contains 34359 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37438 members 
Mstep: Class 26 contains 27273 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17089 members 
Mstep: Class 29 contains 19724 members 
Mstep: Class 30 contains 19642 members 
Mstep: Class 31 contains 31240 members 
Mstep: Class 32 contains 28957 members 
Mstep: Class 33 contains 28527 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29833 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26014 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25542 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19513 members 
Mstep: Class 43 contains 25045 members 
Mstep: Class 44 contains 19221 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20376 members 
Mstep: Class 49 contains 27176 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18021 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 25029 members 
Mstep: Class 54 contains 19033 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484960.000000 Penalty: 187370.656250
Iteration 487Q: 56 clusters Score -1.77485e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27782 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29063 members 
Mstep: Class 5 contains 25635 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26950 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14108 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 22234 members 
Mstep: Class 14 contains 21655 members 
Mstep: Class 15 contains 17240 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27652 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26546 members 
Mstep: Class 21 contains 27264 members 
Mstep: Class 22 contains 34356 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 2159 members 
Mstep: Class 25 contains 37438 members 
Mstep: Class 26 contains 27272 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17087 members 
Mstep: Class 29 contains 19729 members 
Mstep: Class 30 contains 19636 members 
Mstep: Class 31 contains 31243 members 
Mstep: Class 32 contains 28951 members 
Mstep: Class 33 contains 28526 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29848 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7948 members 
Mstep: Class 38 contains 26011 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25550 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19511 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19218 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20378 members 
Mstep: Class 49 contains 27185 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18020 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 25025 members 
Mstep: Class 54 contains 19036 members 
Mstep: Class 55 contains 19805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485088.000000 Penalty: 187370.656250
Iteration 488Q: 56 clusters Score -1.774851e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27770 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29062 members 
Mstep: Class 5 contains 25628 members 
Mstep: Class 6 contains 9245 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26947 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14106 members 
Mstep: Class 12 contains 18085 members 
Mstep: Class 13 contains 22235 members 
Mstep: Class 14 contains 21657 members 
Mstep: Class 15 contains 17239 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27653 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 27256 members 
Mstep: Class 22 contains 34349 members 
Mstep: Class 23 contains 26623 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37441 members 
Mstep: Class 26 contains 27275 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17088 members 
Mstep: Class 29 contains 19729 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31241 members 
Mstep: Class 32 contains 28948 members 
Mstep: Class 33 contains 28522 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29860 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26016 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25555 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19511 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19219 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19983 members 
Mstep: Class 48 contains 20378 members 
Mstep: Class 49 contains 27201 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18014 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 25021 members 
Mstep: Class 54 contains 19036 members 
Mstep: Class 55 contains 19807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177485024.000000 Penalty: 187370.656250
Iteration 489Q: 56 clusters Score -1.77485e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27767 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29064 members 
Mstep: Class 5 contains 25629 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26932 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 22238 members 
Mstep: Class 14 contains 21652 members 
Mstep: Class 15 contains 17238 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27650 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 27246 members 
Mstep: Class 22 contains 34351 members 
Mstep: Class 23 contains 26626 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37446 members 
Mstep: Class 26 contains 27281 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17086 members 
Mstep: Class 29 contains 19733 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28942 members 
Mstep: Class 33 contains 28521 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29870 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26019 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25557 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19511 members 
Mstep: Class 43 contains 25049 members 
Mstep: Class 44 contains 19217 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19981 members 
Mstep: Class 48 contains 20375 members 
Mstep: Class 49 contains 27207 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18012 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 25024 members 
Mstep: Class 54 contains 19037 members 
Mstep: Class 55 contains 19807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484848.000000 Penalty: 187370.656250
Iteration 490Q: 56 clusters Score -1.774848e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27758 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29065 members 
Mstep: Class 5 contains 25630 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26930 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 22240 members 
Mstep: Class 14 contains 21656 members 
Mstep: Class 15 contains 17233 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27650 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27242 members 
Mstep: Class 22 contains 34343 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37452 members 
Mstep: Class 26 contains 27281 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 19739 members 
Mstep: Class 30 contains 19636 members 
Mstep: Class 31 contains 31246 members 
Mstep: Class 32 contains 28940 members 
Mstep: Class 33 contains 28519 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29870 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7947 members 
Mstep: Class 38 contains 26024 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25567 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19510 members 
Mstep: Class 43 contains 25049 members 
Mstep: Class 44 contains 19215 members 
Mstep: Class 45 contains 3826 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19983 members 
Mstep: Class 48 contains 20374 members 
Mstep: Class 49 contains 27219 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18008 members 
Mstep: Class 52 contains 18734 members 
Mstep: Class 53 contains 25025 members 
Mstep: Class 54 contains 19038 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484976.000000 Penalty: 187370.656250
Iteration 491Q: 56 clusters Score -1.77485e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29066 members 
Mstep: Class 5 contains 25638 members 
Mstep: Class 6 contains 9246 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26927 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 18102 members 
Mstep: Class 13 contains 22238 members 
Mstep: Class 14 contains 21654 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27645 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 27233 members 
Mstep: Class 22 contains 34335 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37456 members 
Mstep: Class 26 contains 27281 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17082 members 
Mstep: Class 29 contains 19737 members 
Mstep: Class 30 contains 19639 members 
Mstep: Class 31 contains 31250 members 
Mstep: Class 32 contains 28935 members 
Mstep: Class 33 contains 28521 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29881 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7945 members 
Mstep: Class 38 contains 26028 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25571 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19510 members 
Mstep: Class 43 contains 25045 members 
Mstep: Class 44 contains 19216 members 
Mstep: Class 45 contains 3825 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20368 members 
Mstep: Class 49 contains 27231 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 18000 members 
Mstep: Class 52 contains 18732 members 
Mstep: Class 53 contains 25031 members 
Mstep: Class 54 contains 19038 members 
Mstep: Class 55 contains 19804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484944.000000 Penalty: 187370.656250
Iteration 492Q: 56 clusters Score -1.774849e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29069 members 
Mstep: Class 5 contains 25645 members 
Mstep: Class 6 contains 9247 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26920 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 22235 members 
Mstep: Class 14 contains 21652 members 
Mstep: Class 15 contains 17229 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27653 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 27226 members 
Mstep: Class 22 contains 34341 members 
Mstep: Class 23 contains 26633 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37459 members 
Mstep: Class 26 contains 27275 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17079 members 
Mstep: Class 29 contains 19734 members 
Mstep: Class 30 contains 19644 members 
Mstep: Class 31 contains 31249 members 
Mstep: Class 32 contains 28931 members 
Mstep: Class 33 contains 28518 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29880 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7943 members 
Mstep: Class 38 contains 26035 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25574 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19511 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19217 members 
Mstep: Class 45 contains 3824 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19984 members 
Mstep: Class 48 contains 20366 members 
Mstep: Class 49 contains 27238 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17998 members 
Mstep: Class 52 contains 18730 members 
Mstep: Class 53 contains 25034 members 
Mstep: Class 54 contains 19038 members 
Mstep: Class 55 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484896.000000 Penalty: 187370.656250
Iteration 493Q: 56 clusters Score -1.774849e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27754 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29076 members 
Mstep: Class 5 contains 25648 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26916 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14075 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 22234 members 
Mstep: Class 14 contains 21649 members 
Mstep: Class 15 contains 17230 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26546 members 
Mstep: Class 21 contains 27230 members 
Mstep: Class 22 contains 34335 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37464 members 
Mstep: Class 26 contains 27275 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17078 members 
Mstep: Class 29 contains 19730 members 
Mstep: Class 30 contains 19644 members 
Mstep: Class 31 contains 31243 members 
Mstep: Class 32 contains 28932 members 
Mstep: Class 33 contains 28516 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29879 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26036 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25577 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25050 members 
Mstep: Class 44 contains 19216 members 
Mstep: Class 45 contains 3824 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19987 members 
Mstep: Class 48 contains 20366 members 
Mstep: Class 49 contains 27240 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17998 members 
Mstep: Class 52 contains 18731 members 
Mstep: Class 53 contains 25032 members 
Mstep: Class 54 contains 19038 members 
Mstep: Class 55 contains 19802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484656.000000 Penalty: 187370.656250
Iteration 494Q: 56 clusters Score -1.774847e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27754 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29077 members 
Mstep: Class 5 contains 25650 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26911 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14075 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 22234 members 
Mstep: Class 14 contains 21648 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 27653 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 27225 members 
Mstep: Class 22 contains 34331 members 
Mstep: Class 23 contains 26638 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37469 members 
Mstep: Class 26 contains 27280 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17079 members 
Mstep: Class 29 contains 19733 members 
Mstep: Class 30 contains 19645 members 
Mstep: Class 31 contains 31247 members 
Mstep: Class 32 contains 28934 members 
Mstep: Class 33 contains 28511 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29880 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26035 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25577 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25048 members 
Mstep: Class 44 contains 19216 members 
Mstep: Class 45 contains 3824 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19986 members 
Mstep: Class 48 contains 20365 members 
Mstep: Class 49 contains 27242 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17998 members 
Mstep: Class 52 contains 18732 members 
Mstep: Class 53 contains 25034 members 
Mstep: Class 54 contains 19036 members 
Mstep: Class 55 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484912.000000 Penalty: 187370.656250
Iteration 495Q: 56 clusters Score -1.774849e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27758 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29075 members 
Mstep: Class 5 contains 25647 members 
Mstep: Class 6 contains 9250 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26908 members 
Mstep: Class 9 contains 8276 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14068 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 22233 members 
Mstep: Class 14 contains 21651 members 
Mstep: Class 15 contains 17229 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 27648 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 27219 members 
Mstep: Class 22 contains 34334 members 
Mstep: Class 23 contains 26640 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37465 members 
Mstep: Class 26 contains 27276 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17083 members 
Mstep: Class 29 contains 19731 members 
Mstep: Class 30 contains 19648 members 
Mstep: Class 31 contains 31250 members 
Mstep: Class 32 contains 28926 members 
Mstep: Class 33 contains 28511 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29888 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26037 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25582 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19512 members 
Mstep: Class 43 contains 25045 members 
Mstep: Class 44 contains 19215 members 
Mstep: Class 45 contains 3824 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19988 members 
Mstep: Class 48 contains 20362 members 
Mstep: Class 49 contains 27256 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17997 members 
Mstep: Class 52 contains 18732 members 
Mstep: Class 53 contains 25035 members 
Mstep: Class 54 contains 19035 members 
Mstep: Class 55 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484816.000000 Penalty: 187370.656250
Iteration 496Q: 56 clusters Score -1.774848e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27751 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29081 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26904 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14063 members 
Mstep: Class 12 contains 18104 members 
Mstep: Class 13 contains 22234 members 
Mstep: Class 14 contains 21649 members 
Mstep: Class 15 contains 17226 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27654 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 27214 members 
Mstep: Class 22 contains 34331 members 
Mstep: Class 23 contains 26645 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37466 members 
Mstep: Class 26 contains 27278 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17084 members 
Mstep: Class 29 contains 19731 members 
Mstep: Class 30 contains 19650 members 
Mstep: Class 31 contains 31248 members 
Mstep: Class 32 contains 28927 members 
Mstep: Class 33 contains 28507 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29900 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26041 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25582 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19511 members 
Mstep: Class 43 contains 25047 members 
Mstep: Class 44 contains 19213 members 
Mstep: Class 45 contains 3823 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19988 members 
Mstep: Class 48 contains 20361 members 
Mstep: Class 49 contains 27265 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17998 members 
Mstep: Class 52 contains 18732 members 
Mstep: Class 53 contains 25036 members 
Mstep: Class 54 contains 19034 members 
Mstep: Class 55 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484800.000000 Penalty: 187370.656250
Iteration 497Q: 56 clusters Score -1.774848e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27743 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29091 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 9249 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26906 members 
Mstep: Class 9 contains 8272 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14062 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 22236 members 
Mstep: Class 14 contains 21646 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26543 members 
Mstep: Class 21 contains 27222 members 
Mstep: Class 22 contains 34329 members 
Mstep: Class 23 contains 26644 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37463 members 
Mstep: Class 26 contains 27273 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17087 members 
Mstep: Class 29 contains 19732 members 
Mstep: Class 30 contains 19656 members 
Mstep: Class 31 contains 31242 members 
Mstep: Class 32 contains 28923 members 
Mstep: Class 33 contains 28507 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29901 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26042 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25582 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19510 members 
Mstep: Class 43 contains 25045 members 
Mstep: Class 44 contains 19213 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19990 members 
Mstep: Class 48 contains 20354 members 
Mstep: Class 49 contains 27276 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17997 members 
Mstep: Class 52 contains 18733 members 
Mstep: Class 53 contains 25036 members 
Mstep: Class 54 contains 19034 members 
Mstep: Class 55 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484752.000000 Penalty: 187370.656250
Iteration 498Q: 56 clusters Score -1.774848e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27741 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29091 members 
Mstep: Class 5 contains 25647 members 
Mstep: Class 6 contains 9250 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26904 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14058 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 22235 members 
Mstep: Class 14 contains 21645 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27657 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26542 members 
Mstep: Class 21 contains 27225 members 
Mstep: Class 22 contains 34329 members 
Mstep: Class 23 contains 26646 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37459 members 
Mstep: Class 26 contains 27263 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17086 members 
Mstep: Class 29 contains 19733 members 
Mstep: Class 30 contains 19656 members 
Mstep: Class 31 contains 31240 members 
Mstep: Class 32 contains 28923 members 
Mstep: Class 33 contains 28502 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29904 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26045 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25587 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19507 members 
Mstep: Class 43 contains 25049 members 
Mstep: Class 44 contains 19213 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19993 members 
Mstep: Class 48 contains 20352 members 
Mstep: Class 49 contains 27290 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17997 members 
Mstep: Class 52 contains 18735 members 
Mstep: Class 53 contains 25035 members 
Mstep: Class 54 contains 19034 members 
Mstep: Class 55 contains 19795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484736.000000 Penalty: 187370.656250
Iteration 499Q: 56 clusters Score -1.774847e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27732 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 29095 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 9250 members 
Mstep: Class 7 contains 715 members 
Mstep: Class 8 contains 26896 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 679 members 
Mstep: Class 11 contains 14057 members 
Mstep: Class 12 contains 18106 members 
Mstep: Class 13 contains 22235 members 
Mstep: Class 14 contains 21645 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 27658 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 27228 members 
Mstep: Class 22 contains 34325 members 
Mstep: Class 23 contains 26647 members 
Mstep: Class 24 contains 2158 members 
Mstep: Class 25 contains 37457 members 
Mstep: Class 26 contains 27253 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 17085 members 
Mstep: Class 29 contains 19735 members 
Mstep: Class 30 contains 19655 members 
Mstep: Class 31 contains 31242 members 
Mstep: Class 32 contains 28928 members 
Mstep: Class 33 contains 28498 members 
Mstep: Class 34 contains 517 members 
Mstep: Class 35 contains 29911 members 
Mstep: Class 36 contains 1112 members 
Mstep: Class 37 contains 7941 members 
Mstep: Class 38 contains 26047 members 
Mstep: Class 39 contains 169 members 
Mstep: Class 40 contains 25595 members 
Mstep: Class 41 contains 1024 members 
Mstep: Class 42 contains 19508 members 
Mstep: Class 43 contains 25050 members 
Mstep: Class 44 contains 19212 members 
Mstep: Class 45 contains 3821 members 
Mstep: Class 46 contains 131 members 
Mstep: Class 47 contains 19993 members 
Mstep: Class 48 contains 20351 members 
Mstep: Class 49 contains 27294 members 
Mstep: Class 50 contains 1038 members 
Mstep: Class 51 contains 17996 members 
Mstep: Class 52 contains 18738 members 
Mstep: Class 53 contains 25036 members 
Mstep: Class 54 contains 19033 members 
Mstep: Class 55 contains 19795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -177484720.000000 Penalty: 187370.656250
Iteration 500F: 56 clusters Score -1.774847e+08 nChanged 179
Maximum iterations exceeded
--- Evaluating fit on full set of 2773065 points ---
Entering Unmasked Estep 
Score: -532544480.000000 Penalty: 202355.718750
21->56 Clusters: Score -532544480.000000, best is -532402144.000000
THE BEST YET!

Main iterations: 0 (time per=infms)
Total iterations: 66089 (time per=335.602901ms)
Iterations metric 2: 2436861788160.000000 (time per=9.101731ns)
Iterations metric 3: 73107641466880.000000 (time per=303.383610ps)

That took 22179.660156 seconds.
